[HN Gopher] Taking my diabetes treatment into my own hands
       ___________________________________________________________________
        
       Taking my diabetes treatment into my own hands
        
       Author : mjaniczek
       Score  : 362 points
       Date   : 2024-07-24 00:06 UTC (22 hours ago)
        
 (HTM) web link (martin.janiczek.cz)
 (TXT) w3m dump (martin.janiczek.cz)
        
       | floam wrote:
       | My dad had a strange case of Type-1 diabetes that manifested
       | later in life, at the same time he also got hit with rheumatoid
       | arthritis.
       | 
       | > injecting insulin ~15min before you start eating would do
       | wonders for neutralizing the BG spike, the issue is, nobody does
       | it,
       | 
       | My dad did. Yeah, it did cause a couple scares. He had very well-
       | controlled numbers but it was all-consuming and I can't imagine
       | the average person being as thoughtful or on top of it. I'd
       | probably become quite depressed.
        
         | lazyasciiart wrote:
         | The two T1D people I know both started as fairly small
         | children, so perhaps having parents managing them made it
         | easier for them to always do the injection 15 minutes ahead.
         | 
         | I wonder if the author has looked at an insulin port: makes the
         | injection aspect much simpler.
         | https://www.diabetes.shop/i-port-advance/iport_6mm/i-port-ad...
        
           | mjaniczek wrote:
           | I haven't, but I am now! Thank you for the suggestion
        
         | cperciva wrote:
         | Not that strange. Adult-onset T1D is just as common as
         | Juvenile-onset; it just happens to often get misdiagnosed as
         | T2D.
         | 
         | Both T1D and RA are autoimmune, so it's not surprising they
         | showed up around the same time. He was probably infected with a
         | virus a few years earlier which caused the production of auto-
         | antibodies; Epstein-Barr and CMV are famous for this, and it
         | takes a few years for enough damage to take place that symptoms
         | show up. (Symptomatic T1D starts at around 90% beta cell loss.)
        
           | floam wrote:
           | I was aware of the autoimmune nexus but not that adult-onset
           | type 1 is common or the likely mechanism that'd trigger them.
           | Thanks
        
           | e40 wrote:
           | Apparently the flu can trigger it too.
        
       | Mathnerd314 wrote:
       | > https://github.com/SmartCGMS/core/blob/dffdd89a274144d0e9ecb...
       | 
       | > Especially, a diabetic patient is warned that unauthorized use
       | of this software may result into severe injury, including death.
       | 
       | I like the idea of the post - I have actually been thinking about
       | including some biophysical models for medications in my app - but
       | I do think that if you don't understand what a system of
       | differential equations is, maybe trying to use a software library
       | as a black box is a bad idea. For example... genetic
       | algorithms... really? Like use a shooting method or bisection or
       | something. If you have 3 doses you have 3 variables and it is all
       | continuous so searching the space of inputs should be much easier
       | than examining 51^4 discrete possibilities.
        
         | bigiain wrote:
         | > but I do think that if you don't understand what a system of
         | differential equations is, maybe trying to use a software
         | library as a black box is a bad idea.
         | 
         | <looks at all the AI hype>
         | 
         | Seems it's just you and me that think that way...
        
         | mjaniczek wrote:
         | Don't worry, I'm not using the app's suggestions blindly (or at
         | all, currently). But yeah the SmartCGMS authors disclaimed as
         | much - you're using it on your own risk.
         | 
         | This is probably also why apps like LibreLink don't provide
         | predictions but only show historical data - easier to not get
         | sued if you don't give the user advice that could kill them?
         | 
         | Re models, differential equations and finding minima: I do
         | agree genetic algo is a bit wonky, and the greedy random walk
         | at the bottom was able to get similar results. Do you have some
         | resources for optimizing a N_51 x N_51 x N_51 x N_51 -> R+
         | unknown black-box function? My googling led me to eg.
         | Metropolis-Hastings algorithm, but I don't currently get it
         | (the translation to the probability domain escapes me). You're
         | mentioning shooting method and bisection, I'll take a look at
         | those.
        
           | nerdponx wrote:
           | > Do you have some resources for optimizing a N_51 x N_51 x
           | N_51 x N_51 -> R+ unknown black-box function?
           | 
           | Maybe Bayesian optimization? That's often how hyperparameter
           | optimization is done in machine learning, but that has the
           | additional constraint that each computation of the loss
           | function is very expensive.
           | 
           | In general the term "black-box optimization" is the right
           | search term, or "derivative-free optimization" which is what
           | Wikipedia calls it.
        
           | Mathnerd314 wrote:
           | So Metropolis-Hastings for example is a probabilistic
           | algorithm. You don't need a probabilistic algorithm. (Well,
           | you do when you want to estimate your physiological
           | parameters, the Bayesian stuff and so on, but that is a whole
           | separate can of worms). I didn't look too carefully at your
           | objective function but it looked continuous - small
           | perturbations in input mean small changes in the objective
           | function. Like hypoglycemic readings, you can easily
           | calculate "how hypoglyemic" rather than a yes/no. Naturally
           | there are places where the objective function isn't
           | continuous and that's where you have to do a discrete-style
           | search, but when it's mostly continuous there are well-known
           | numerical methods. Like check out
           | https://docs.scipy.org/doc/scipy/reference/optimize.html, it
           | isn't necessarily what you need but looking up the Wikipedia
           | pages of the method names will be helpful. I've also found
           | ChatGPT knows an insane amount of math, I wouldn't trust it
           | to write a specific algorithm but it can give intelligent
           | comparisons and list similar algorithms.
           | 
           | What I was saying is I don't think N_51 is the right way to
           | model a dose. I would model it as a real number in the
           | interval [0,50]. I would still round whatever the model gave
           | to what I could actually measure out decently, but within the
           | model I would not use discrete numbers.
        
             | Mathnerd314 wrote:
             | Oh and regarding probabilistic stuff, I have been playing
             | with PyMC, it seems eminently usable. There is some
             | slightly more specialized software like Stan, and it is
             | certainly worth looking at some Stan tutorials if you don't
             | know anything about probabilistic programming, but PyMC is
             | hackable and modular in a way that Stan is not. There is
             | also tensorflow-probability but I couldn't get it to work,
             | it seems not as active as PyMC. Haven't read it but I found
             | https://github.com/CamDavidsonPilon/Probabilistic-
             | Programmin... and that's probably going to be my coffee
             | table reading for the next few days.
        
         | derlvative wrote:
         | Don't worry, his doctor doesn't know what a differential
         | equation is either so this is a large improvement.
        
       | gumby wrote:
       | The fat thing mentioned in the post: fat seems to slow down
       | absorption in my experience, though not to the extreme that some
       | self-described "body hackers" (who don't have DM) seem to think.
       | 
       | I basically consider my malfunctioning pancreas to have been
       | replaced/augmented by my brain, assisted by a cgm. My diet is
       | rather boring but keeps me alive and keeps the BG in a pretty
       | tight range.
       | 
       | My biggest problems are hypo (usually due to being in "flow" for
       | long periods...bliss) and DKA (when I'm backpacking or on long
       | bike rides, which my doctor recommends I _not_ do, but I do
       | anyway).
        
         | wwilim wrote:
         | See, that's the thing. I've had T1D for 26 years now and I have
         | stubbornly refused to accept that it's not a smart idea to eat
         | anything I want. I am not going to give up hash browns until I
         | lose a leg.
        
           | croemer wrote:
           | As long as you measure often and inject control amounts
           | liberally eating pretty much everything is fine. I think the
           | diet restrictions were very much necessary before frequent
           | testing and fast acting insulins were available.
        
           | mft_ wrote:
           | Interesting; as a non-diabetic, there are lots of (nice)
           | things I don't eat regularly (pretty rarely in reality) for
           | general health reasons. Hash browns aren't a particular thing
           | for me, but they'd definitely be on my 'not regularly' list
           | (deep fried, comparatively simple carbs, lots of salt, etc.)
           | 
           | Genuine question, not trying to 'gotcha': do you think your
           | stubbornness in this regard was somehow accentuated by having
           | T1D? Is this perhaps a recognised phenomenon amongst
           | diabetics? (An old friend with T1D was similarly [maybe even
           | more extremely] stubborn, being perhaps the most badly-
           | behaved and impulsive of our friend group at that time.)
        
             | mjaniczek wrote:
             | A datapoint of one: T1D has definitely made me crave sweet
             | stuff more. Perhaps due to being "forbidden fruit", etc.
             | etc.
        
             | KittenInABox wrote:
             | It's just a response to the constant frustration of feeling
             | limited, especially by something arbitrary. If I got told
             | randomly that now every single family gathering, social
             | event, date, drink with the boys, exercise routine, and
             | road trip must circle around a chronic health condition
             | that I must make conscious decisions around every day all
             | day for the rest of my life, it makes total sense for me to
             | occasionally go "fuck it".
        
               | mft_ wrote:
               | I understand (as much as I can) that it must be very
               | frustrating, as you outline. However, the post I was
               | asking the question of sounded a step or two beyond
               | occasionally saying "fuck it" (which we all do, I
               | suspect, whatever out motivation for health conscious
               | behavior):
               | 
               | > I have stubbornly refused to accept that it's not a
               | smart idea _to eat anything I want_. I am not going to
               | give up hash browns until I lose a leg.
               | 
               | Maybe I'm over-interpreting a single line of text on an
               | internet forum, but this sounds like more of a policy
               | than an occasional lapse.
        
         | croemer wrote:
         | I've never had DKA in 12 years. How does it happen? I've been
         | on CGM (Libre/Dexcom) and it's impossible to get high enough
         | values unnoticed to end up with ketoacidosis for me. Even
         | before with sticks, I just measured often enough.
         | 
         | Would be really curious to know more how DKA happens to you!
        
           | gumby wrote:
           | Just living my life in an urban setting it's never been a
           | problem.
           | 
           | Had a serious episode about a month ago (ketones at 9
           | mmol/L). I was on a short backpacking trip with some friends:
           | four 15 mile days. I don't carry a lot of carbs. My pen
           | became hot despite my best efforts.
           | 
           | Had another episode earlier in the year in a similar trip
           | backpacking in the snow -- shorter distance, harder work; my
           | meter froze and stopped working so I don't know BG level. On
           | the second day my pen got "slushy" even though I carried it
           | next to my body/in sleeping bag.
           | 
           | My understanding is that in these cases your liver starts out
           | dumping glycogen into the bloodstream but reserves are
           | exhausted and so you start going into ketosis. I don't
           | understand the mechanism under which my glucose then hikes --
           | some stress reaction?
           | 
           | This is generally scary for my companions but not for me as I
           | am a bit confused, falling over etc. The only feasible way
           | out was to hike. Fortunately on the first trip we had
           | adequate water access so I drank (and pissed out) about a
           | litre a mile.
        
       | kelseyfrog wrote:
       | The author can simply use the adjoint method to estimate their
       | personal parameters, no?
        
       | rpgwaiter wrote:
       | Hey fellow T1D, this is good stuff. As a tip, I'd recommend
       | taking your daily insulin dose, splitting it in half and doing
       | twice daily. It helped me quite a bit in dealing with the
       | inconsistency of it all. I personally inject around midnight and
       | noon if I can remember.
       | 
       | Also, if you have an android phone (I have a separate android
       | exclusively for CGM use), there are open source apps that can
       | connect to Libre 3 sensors and let you export data in several
       | formats[0]. You can even connect it to home assistant if you're
       | into that. It would be really great to have these app readings
       | integrated into your simulation.
       | 
       | Can't wait to see where this project goes!
       | 
       | [0] - https://github.com/j-kaltes/Juggluco
        
         | ollysb wrote:
         | This sounds interesting, which basal insulin do you use?
        
           | rpgwaiter wrote:
           | Lantus, I started doing this when my insurance stopped
           | covering Tresciba for some reason. Probably less needed on
           | good basal insulin but I imagine it would still help some.
        
             | ollysb wrote:
             | I'm using Toujeo which I believe is more consistent over 24
             | hours but I'm going to try your suggestion and see how it
             | goes.
        
       | arcb wrote:
       | Incredibly motivating to read.
        
       | oezi wrote:
       | My uncle died after getting into a hypoglycemic coma at night. I
       | think it is a real shame that technology hasn't been able to
       | solve what looks like a medium-complexity feedback loop system.
        
         | friendzis wrote:
         | There ARE licenced closed loop systems for blood
         | glucose/insulin management out there. As always - $EURPS
        
         | manmal wrote:
         | The down correction is pretty much solved (injecting insulin
         | automatically). But the body is unpredictable, so the up
         | correction is needed to prevent hypos. The one thing we
         | currently have is automated glucagon delivery, but this has
         | severe downsides:
         | 
         | - Liquid glucagon can last only 24-48 hours at room temperature
         | 
         | - Once glycogen storage in the liver is depleted, glucagon does
         | help promote blood sugar production, but the effect is way
         | lessened and unpredictable.
         | 
         | - The liver's glycogen storage is for many T1Ds a life saver in
         | case they have a severe hypo. Injecting glucagon can deplete
         | glycogen so you lose this buffer when you really need it -
         | meaning you won't wake up again when otherwise you would have.
         | 
         | So ideally, one would inject glucose directly, but that's a
         | volume/convenience problem. It would be ca like carrying a
         | colostomy bag.
        
       | stranded22 wrote:
       | Interesting read.
       | 
       | My wife is T1D, moved to a closed loop last year. It has been
       | life changing for her - this is not an understatement. Her mental
       | health has massively improved because she isn't having up to 3-4
       | hypos a day.
       | 
       | One thing not mentioned in the intro, hormones hugely affect T1D.
       | She's started perimenopause and everything went out of the
       | window.
       | 
       | Closed loop has made this much more manageable.
        
         | mjaniczek wrote:
         | Out of curiosity, is your wife's closed loop solution official,
         | or homebrew? (If official, which country do you live in, if I
         | may ask?)
        
           | stranded22 wrote:
           | It's official - UK (England).
        
             | jevogel wrote:
             | In the US, the official Omnipod 5 with Dexcom G6 closed
             | loop solution is also available, starting early this year I
             | think. My wife prefers her DIY AndroidAPS setup with
             | Omnipod Dash and Dexcom G7, though, because the G7 allows
             | you to warm up a new sensor when the old one is still
             | active, so she doesn't have any gaps in her data.
        
         | croemer wrote:
         | Indeed, insulin sensitivity varies so based on amount of
         | movement during day, stress, hormones, allergies, slight cold,
         | etc that the rigid algorithmic approach they teach patients
         | doesn't work in practice. I.e. you can follow what you're
         | taught by diabetic nurse and you'll have bad control
         | nonetheless.
         | 
         | What's the model she uses? My guess would be tslim+Dexcom? It
         | does reduce stress a lot.
        
           | stranded22 wrote:
           | She's using omnipod + dexcom g6.
           | 
           | The omnipod was a good change for her as there was one fewer
           | places to fail (being airbubbles in the piping).
           | 
           | And now with the closed loop, it's stepped up again.
           | 
           | One thing she has found though - her hypo awareness has
           | dropped. They 'feel different'.
        
         | interludead wrote:
         | The mental and physical benefits of improved glucose management
         | cannot be overstated
        
           | stranded22 wrote:
           | Definitely - but it is also that she doesn't need to keep
           | such a management on it, freeing her mentally. That and not
           | yoyoing in sugars (and feeling like a failure).
           | 
           | Her description: what else can you do for 30 years and still
           | feel like a failure as it isn't working like it should?
        
       | wwilim wrote:
       | One thing you would really benefit from that you don't need a
       | doctor for is getting your BG displayed on a smartwatch.
       | 
       | Assuming you have an Android phone and a compatible smartwatch
       | (Galaxy Watch4 in my case): 1. You need to install G-Watch Wear
       | App on your phone and watch 2. You need to replace the official
       | Libre app with a 3rd party app supported by G-Watch like xDrip or
       | Juggluco. There are a few of those, mostly not on the app store
       | and you can even feed their data into eachother, I'm not going to
       | go into detail here. 3. Set your watch face to one of the two
       | available godawful ugly G-Watch Wear App watchfaces and enjoy a
       | live glucose graph on your wrist
       | 
       | Depending on your datasource it updates every minute or every 5
       | minutes with some smoothing applied - again, lots of fiddling
       | here.
       | 
       | There are some alternatives for iPhone and probably other watch
       | apps for Android as well.
        
         | trimethylpurine wrote:
         | Did you have good luck with these?
         | 
         | I've tried 6 of these on my mom, at every price point, and
         | compared with a prescription monitor (back of the tricep,
         | needle thing). I couldn't find anything even remotely accurate.
        
           | tgaj wrote:
           | He is talking aobut connecting the monitor like yours to the
           | smartwatch so you can see you glucose level without pulling
           | our your smartphone. There is no smartwatch on the market
           | that is able to read glucose level using some kind of
           | infrared blood sensor. All the ads are lying.
        
             | trimethylpurine wrote:
             | Thanks for clarifying. I can see that's what he meant now.
        
       | DoreenMichele wrote:
       | The pdf here:
       | 
       | https://news.ycombinator.com/item?id=14667430
       | 
       | Suggests muscle protein impacts insulin resistance.
       | 
       | If you have glucose in interstitial fluid, physical activity may
       | help.
       | 
       | See:
       | 
       | https://news.ycombinator.com/item?id=25427090
       | 
       | I did a paper on _Functional Hypoglycemia_ a zillion years ago. I
       | have a condition which puts me at high risk of diabetes. Some
       | thoughts I 'm not going to try to give citations for because it's
       | based on decades of reading etc:
       | 
       | The liver stores sugars that the body calls upon when you are
       | hypoglycemic. Liver support, such as milk thistle, may help.
       | (Tldr: you need to provide the building blocks for glutathione,
       | which the liver uses a lot of. It cannot be consumed directly and
       | must be manufactured in house.)
       | 
       | Diabetes is associated with inflammation which may be caused by
       | either infection or high acidity. You could get pH test strips to
       | pee on and track your pH levels as another data stream and IF you
       | see a correlation, treat that as well.
       | 
       | Functional Hypoglycemia was traditionally managed with diet. I
       | managed mine that way for years. Avoiding sugars and having
       | fatty, high protein foods late in the day helped prevent middle
       | of the night severe hypoglycemic attacks.
       | 
       | Studies show aloe vera does good things for diabetes. Will it
       | help T1? No idea.
       | 
       | But you could read up on that and firsthand experience suggests
       | to me it may remedy other issues that are pertinent to diabetes
       | but maybe not recognized as directly related because it's more
       | like an underlying issue.
        
       | rozman50 wrote:
       | A friend of mine had to take insulin dose daily. Talking around
       | with people, he found out that diet with carbon hydrates (bread,
       | potato, rice...) increased blood sugar.
       | 
       | For the past few years, he is now on keto diet and eats 2-3 eggs
       | per day, due to some missing aminoacyd (not entirely sure why).
       | His blood sugar is normal and he doesn't have to take insulin
       | anymore.
       | 
       | If anyone needs some more info, contact and I can ask him for
       | more details.
        
         | xboxnolifes wrote:
         | > A friend of mine had to take insulin dose daily. Talking
         | around with people, he found out that diet with carbon hydrates
         | (bread, potato, rice...) increased blood sugar.
         | 
         | I'm confused. Is your a friend a diabetic whose doctor never
         | told them that carbs increase their blood sugar level? Because
         | this isn't exactly hidden knowledge for diabetics.
        
           | rozman50 wrote:
           | They probably knew about it, but not about strict keto diet.
        
           | ddorian43 wrote:
           | There are very big misconceptions about keto (ketoacidosis,
           | too much protein, high fat is bad, cholesterol bad, etc) and
           | many doctors don't mention it at all.
           | 
           | They tell patients to "navigate carefully on a world full of
           | addictive carbs" which has disastrous results overall.
        
         | ddorian43 wrote:
         | Note that this is possible only for T2D. For T1D, keto
         | supposedly still helps to maintain lower & more consistent
         | blood glucose, thus needing less insulin, but you still need
         | it.
         | 
         | Source: I do keto for other reasons.
        
       | gukov wrote:
       | One of the first things I figured out on my own right away is my
       | carb ratio.
       | 
       | 15 minutes before eating is a must or else you'll be on a wild
       | chase.
       | 
       | We're somewhat insulin-resistant in the morning. Plus some
       | glucose is dumped into the bloodstream to wake us up. This
       | requires some units of a fast acting insulin or else the BG will
       | go up even if you don't eat anything. This is also why carb heavy
       | foods are the worst breakfast foods.
        
         | protomolecule wrote:
         | >15 minutes before eating is a must or else you'll be on a wild
         | chase.
         | 
         | Also going for a walk after meal smooths the BG curve
         | wonderfully.
        
       | iamthejuan wrote:
       | I would suggest to drink psyllium husk mixed with water, 15
       | minutes every meal. It would prevent glucose spikes which is the
       | number cause for diabetis, lowers cholesterol level, regulates
       | bowel movement and it is also an instant relief during
       | hyperacidity.
        
         | carlmr wrote:
         | Are there any studies on this? Not diabetic, but kind of want
         | to prevent getting there, and although I always try to eat
         | enough fibre I guess this could help add fibre anyway when I
         | don't have enough.
        
           | ddorian43 wrote:
           | Another alternative for not going there is to eat: low carb
           | -> weight loss keto -> carnivore -> epilepsy keto -> epilepsy
           | carnivore / KetoAF (the later being the strictest & highest
           | efficiency).
        
       | acron0 wrote:
       | This is very cool. I am fortunate enough to have access to a pump
       | and have been hacking closed loops for a few years now using
       | software like Nightscout, AndroidAAPS and xDrip+. My
       | understanding is that none of these are exclusive to pump users,
       | they just work a little easier with them. Maybe there is some
       | interplay with these tools that you can leverage?
        
       | monero-xmr wrote:
       | For those of you on the cusp of diabetes, immediately start
       | working out intensely and reduce your sugar intake. There is
       | still time! It's not inevitable
        
         | mjaniczek wrote:
         | You're talking about T2D (which is more about insulin
         | resistance than not producing insulin at all) which can be
         | somewhat mitigated with lifestyle.
         | 
         | Healthly lifestyle (exercise, diet, ...) can help T1D
         | management, but T1D is an autoimmune disease: our bodies
         | literally destroyed the cells in our pancreas that produce
         | insulin.
        
       | voidUpdate wrote:
       | >Aside: what do you .NET folks use nowadays?
       | 
       | Winforms lol, it just works and I don't have to spend most of my
       | time trying to work out xaml stuff. Just add the components to
       | the window, set up some event handlers, done
        
         | neonsunset wrote:
         | AvaloniaUI is nice and a commonly recommended choice nowadays
         | if you are targeting desktop.
         | 
         | It is interesting that the author chose to use Elm to describe
         | C# code. If it is their preference, they could have gotten all
         | that with writing the "core" of the project with F#, without
         | having to change examples neither in the actual implementation
         | nor in the blog post (the author does mention F# but not
         | whether they looked into using it).
        
           | mjaniczek wrote:
           | Yeah, I do have some passing experience with both F# and C#,
           | and since the example code provided by the university was in
           | C#, I kept that code and built on it. But I would have felt
           | better in F#.
        
             | neonsunset wrote:
             | That's fair, thanks!
             | 
             | There's an Elmish FuncUI extension for Avalonia that lets
             | you write applications in Elm style: https://github.com/fsp
             | rojects/Avalonia.FuncUI/tree/master/sr...
             | 
             | (a caveat applies that it is very niche compared to regular
             | Avalonia let alone WinForms or WPF, so the options for
             | idiomatic graphing ui controls might be scarce)
        
           | oblio wrote:
           | Interesting, last time I looked at it, it was early alpha or
           | something, a few years ago.
           | 
           | I wonder how the mobile support is.
        
         | interludead wrote:
         | A sensible decision indeed
        
         | InDubioProRubio wrote:
         | But have you tried the NET(X)BigTHING framework for GUI? Its a
         | chain of hype-(r-links) forming a gui..
        
           | JackMorgan wrote:
           | ... and it works on every platform from BlackBerry, iPhone,
           | MacOS, Windows, Linux, desktop, and mobile! Has lots of tools
           | to handle different resolution sizes and alternate languages!
           | 
           | Of course it's often a little less performant and requires
           | Learning New Things. But generally the trade-off is worth it
           | for the significant benefits if you want to share it with the
           | most people.
        
         | JackMorgan wrote:
         | Unironically I use React or htmx with Typescript if I need a UI
         | in front of dotnet. Having spent far too long dealing with all
         | the dotnet thrash, all to build a GUI that only works on
         | Windows desktops, I said enough is enough and learned how to
         | build a web front end.
         | 
         | Best decision ever. I know plenty of dotnet folks who would
         | rather eat a shoe than learn how to build a web front end, but
         | frankly it's still better than what I would get with Winforms.
         | There's so many great free libraries, tutorials, and resources
         | for webdev.
         | 
         | And best of all, now I have something I can host on a free
         | GitHub site and share with people, instead of figuring out how
         | to build an installer.
        
       | flanked-evergl wrote:
       | Not a diabetic and I live in one of the richest countries with a
       | social medical system, but the medical industry is an abject
       | failure. My experience with most Doctors who are not surgeons has
       | mostly been that are overpaid for doing essentially nothing and
       | think all their patients are hypochondriacs.
        
         | alex_duf wrote:
         | I also lived in two of the richest countries with a social
         | medical system
         | 
         | My experience is that GPs are over-worked, under paid (given
         | their responsibilities), and can only afford to do shallow
         | diagnostic in the 5-10 minutes they've got per patient. That's
         | explained by a slow but relentless dismantling of any
         | operational margin that existed in the system, whether it's
         | financial, time etc.
         | 
         | I'm talking about the situation in France and the UK, not sure
         | where you are, my point is that I agree about the system
         | failing us, there's a lot to be said about what could be done
         | but that's outside my area of expertise. I'm just being a
         | little nicer to the doctors, as there's only so much they can
         | do given the means they're given.
        
           | jajko wrote:
           | My wife is a doctor (GP, before internal medicine in biggest
           | hospitals), experience with France and Switzerland. What you
           | say is true - they all start as naive optimists who get
           | treated brutally by whole healthcare system first 7-10 years
           | after school, everybody knows it, often illegal from
           | hospitals but good luck suing your employer. Burned out,
           | 60-70 hour work weeks with weekends is the standard, night
           | shifts, a lot of responsibility with little help/oversight.
           | Always 1 oversight away from harming/killing somebody. Many
           | in Switzerland that are Swiss dropped out, foreigners don't
           | have it so easy.
           | 
           | Then afterwards they are put into position where they have 30
           | minutes for patients (in France its ridiculous 15 mins,
           | saving money = worse diagnosis/treatment, no way around it).
           | Don't expect miracles if they see 20 folks like you daily,
           | ideally with very vague problems like chest pain which can be
           | anything from sprained muscle due to bad sleeping position
           | last night to heart attack, while having 10 other
           | comorbidities and taking various medication.
           | 
           | Doctors behave as whole system forces them to behave.
        
             | alex_duf wrote:
             | Doctors burning-out is probably the worse red-flag you
             | could have for a health system. It's frightening to think
             | the person diagnosing my parents and children might not be
             | in full possession of their capacity or make rash
             | decisions.
             | 
             | I'm seeing the same pattern for many crucial functions
             | having been pushed over the line during the last two
             | decades or so. Whether it's a doctor, a teacher, a nurse, a
             | childminder, the police, etc. All the jobs that are
             | essential for a developed society have crumbled down to the
             | point I'd discourage any young person to pursue a career in
             | that sector.
        
               | jajko wrote:
               | If that worries you (and it should), never ever go to
               | hospital during night (unless serious emergency of
               | course) or very early morning, or generally just before
               | the end of shifts. You _will_ get potentially worse
               | treatment by definition, depends on many things but
               | probability is against you.
               | 
               | Also, the bigger the hospital usually the better experts
               | they have on critical stuff (and more chance you won't
               | wait long for ie CT or MRI), smaller hospitals and
               | clinics just forward serious patients to big ones.
               | 
               | At the end healthcare is just another branch of market
               | and all woes that apply to rest of us apply to them, no
               | magical immunity due to more noble profession.
        
           | flanked-evergl wrote:
           | > My experience is that GPs are over-worked, under paid
           | (given their responsibilities
           | 
           | Their work hours are no longer than anyone else, their pay is
           | way above the average, and their liability is as low as
           | possible.
           | 
           | > and can only afford to do shallow diagnostic in the 5-10
           | minutes they've got per patient.
           | 
           | My doctor spends it explaining to me how I should just not
           | care that something is wrong and accept that the medical
           | industry is too incompetent to figure out what it is and that
           | there are people who have worse problems, even though he has
           | no idea what is actually wrong.
        
             | capnrefsmmat wrote:
             | The best sources I can find indicate that doctors work ~25%
             | more hours than other workers, on average, though this has
             | declined since the 70s.
             | 
             | https://www.ajpmonline.org/article/S0749-3797(23)00166-6/fu
             | l...
             | 
             | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2915438/
        
               | flanked-evergl wrote:
               | I don't live in the US so the stat is not really
               | relevant.
        
             | gbuk2013 wrote:
             | > Their work hours are no longer than anyone else, their
             | pay is way above the average, and their liability is as low
             | as possible.
             | 
             | YMMV but as a software developer I am certainly not going
             | to start throwing stones in a glass house. :)
             | 
             | Also consider additional time and cost of a doctor
             | completing their education while working up to a max of 80h
             | per week, which would be illegal for any reasonable
             | profession.
        
               | flanked-evergl wrote:
               | > Also consider additional time and cost of a doctor
               | completing their education while working up to a max of
               | 80h per week, which would be illegal for any reasonable
               | profession.
               | 
               | I'm not sure why the educational requirements are so
               | extreme for all doctors. Certainly for some, like
               | surgeons, I get it, but for my GP I think it's a total
               | farce. I don't make the rules though, I just can see a
               | broken system when it's right in front of me.
        
               | IggleSniggle wrote:
               | Not sure how it is outside the US, but subscribing nurse-
               | practitioners (requires just 2 additional years after a
               | nursing degree) have been quickly replacing GP docs in
               | the US for this reason. They'll send you to a specialist
               | just like a GP would. It's all the same problems in terms
               | of the underlying model, but the financial and time costs
               | to the system are lower.
               | 
               | I'm not totally sold on what I'm selling though. My
               | spouse has been a nurse practitioner for over 10 years;
               | she had the option of becoming an MD but picked that
               | route because she saw the grueling 80+ hr work weeks of
               | older doctor friends and decided it wasn't for her.
               | Unfortunately, she's still stuck with only 20 minutes for
               | sometimes extremely complex patients that require a great
               | deal of research and follow-through outside of work
               | hours, and the extra slack in the system that is provided
               | by her lower wages has just gone to hiring additional
               | administrative middlemen that are seldom capable of
               | actually filling in the gap, whether for reasons of
               | liability, knowledge, skill, or motivation. These
               | positions exist to try and ease the pressure on docs just
               | like NPs exist to ease the pressure on docs, but it
               | doesn't work because at the end of the day you need
               | someone who can hold the liability (both legal and moral)
               | and the knowledge (the correct diagnosis and the correct
               | plan of action) within the same person.
               | 
               | Just like in software, where throwing more developers at
               | a problem doesn't guarantee your problem gets solved more
               | efficiently, for much the same reason. You need somebody
               | who understands the domain, understands the tools,
               | understands the business framework, and is ready to take
               | responsibility for solving the problem. Each additional
               | person introduces information overhead that makes each
               | one of those tasks more complicated.
        
               | fer wrote:
               | > > Their work hours are no longer than anyone else,
               | their pay is way above the average, and their liability
               | is as low as possible.
               | 
               | > YMMV but as a software developer I am certainly not
               | going to start throwing stones in a glass house. :)
               | 
               | I have absolutely no idea of what's involved when working
               | as a GP/consultant, so I probably grossly underestimate
               | their job, but in my interaction with them (involving my
               | health as well as my family's) most of them seem to just
               | put your case into a flowchart and prescribe along,
               | because that's what reduces the liability to 0 and works
               | most of the time. But if that's their job, they'll
               | eventually be replaced by LLMs.
               | 
               | When you don't fall into the typical case, you'll have to
               | go through retelling the whole story to all the flowchart
               | ones (easily 80%) only to find along the way snake oil
               | salesmen (10%), honest "I can't take your case"
               | individuals (5%), and the 1-5% which actually feel like
               | scientists and problem solvers.
               | 
               | (percentages pulled out of my rear but that's roughly my
               | experience)
        
         | vjk800 wrote:
         | To be fair, most people probably are hypochondriacs. Somehow we
         | have come to expect that all our nagging ailments should be
         | fully treatable by either a pill or a surgery. In reality,
         | human body is pretty good at self-repairing and self-regulating
         | and modern medicine can help it only in certain clear cut
         | cases. Medicine is just not that good and the doctors know it.
        
           | flanked-evergl wrote:
           | I'm certain in the sample of patients most GPs see,
           | hypochondriacs are overrepresented, but that really does not
           | in any way eliminate the problems I experience, so from my
           | point of view it's still a real concern.
        
           | admissionsguy wrote:
           | Health anxiety high enough to prompt doctor visits is itself
           | a serious issue that the medical system fails to help with.
        
         | aantix wrote:
         | Agree - most of the advice is WebMD level.
         | 
         | Anything outside the check list leaves them scratching their
         | head. They're terrible debuggers.
         | 
         | I had early high blood pressure since high school. Four blood
         | pressure medications, one being a diuretic. Signs of edema.
         | 
         | It's not like my condition required any complicated
         | diagnostics. I met the checklist.
         | 
         | 5 cardiologists 2 nephrologists in my lifetime. Nothing but
         | more pills for treatment. Over two decades.
         | 
         | I had to be the one to research and then ask to see an
         | endocrinologist because I thought it might be
         | hyperaldosteronism. They were dismissive when I asked but
         | reluctantly made the referral.
         | 
         | Yes, it was unilateral hyperaldosteronism. Had my left adrenal
         | gland removed because of it.
         | 
         | And now my BP is much more stable. I still take a couple of BP
         | drugs, but in smaller doses. And my BP is much more normal and
         | stable.
         | 
         | No more wild, 3am ER visits where my BP was 200/120. And I lost
         | about 15 lbs of water weight.
         | 
         | If have long lived resistant hypertension, please ask to see an
         | endocrinologist to get screened for hyperaldosteronism.
        
           | flanked-evergl wrote:
           | In reality, there are few things a GP can do better than a
           | nurse or some technician with an LLM, and the sooner that
           | shift happens, the better for society.
        
             | greenavocado wrote:
             | It will be interesting when LLMs can do more to advance
             | general public health more than the entire medical system
             | in recent history.
        
         | kvgr wrote:
         | Something similar, u just switched to private clinic where i
         | pay 500euros/year for general doctor(even when they work for
         | insurance) and I pay like 100E for specialist. Never happier,
         | fast and good communication.
        
         | carimura wrote:
         | In the US, my experience has largely been that it's not
         | healthcare, it's sickcare. Wait until sick, get treated. Annual
         | checkups are a weight check, blood pressure, a few questions,
         | maybe a blood panel if you're lucky, and then a "you look great
         | see you next year", aka, come back when you're sick.
         | 
         | I spent the last few years seeking proactive healthcare and the
         | "system" is very much stacked against you. If you're fortunate
         | enough to have the resources to push through, you can get all
         | sorts of stuff done -- broader blood panels, body scans (eg.
         | Prenuvo), VO2 max, metals tests, mold tests, genetic tests, GI
         | tests, etc etc. But these are luxuries and if you ask most
         | doctors, you'll get back "you look great why would you do
         | that?", aka, come back when you're sick.
         | 
         | A friend of mine in the middle east says you can do all that
         | for almost nothing by walking into any hospital, but it's
         | subsidized by government (oil) dollars.
         | 
         | [edit] Reading more of the comments this seems par for the
         | course in many "wealthy" countries.
        
           | Swizec wrote:
           | > But these are luxuries and if you ask most doctors, you'll
           | get back "you look great why would you do that?", aka, come
           | back when you're sick.
           | 
           | Proactive tests are great! Except for the false positive
           | challenge. If the test has a 99% accuracy and it detects a
           | problem that presents in 0.1% (1 in 1000) of general
           | population, do you have the issue? Should you do something
           | about it?
           | 
           | Well it turns out you only have a 3% (my math is likely
           | imperfect) chance of actually having the thing you tested for
           | _unless you also have other symptoms_. Now what do you do
           | about it? Unnecessary medical interventions kill people all
           | the time.
           | 
           | Prostate cancer is a great example here. If you're over 30
           | and male, you very likely have a little bit of detectable
           | prostate cancer. But you're fine just leaving it alone for
           | another 30 years and there's a huge likelihood it's never
           | going to become a problem at all. Getting it fixed would be
           | way worse for you than leaving it alone. (1 in 8 men
           | eventually gets diagnosed with this meaning way more actually
           | have it)
        
             | Palomides wrote:
             | the test isn't the problem, it's that doctors and patients
             | aren't used to making decisions based on probability
             | (patients demand something must be done, while doctors run
             | on vibes and cover your ass)
             | 
             | (context: spent some time working in a prostate cancer
             | research lab and have doctors in the family)
        
             | cameronh90 wrote:
             | It's funny that we only apply this "more data = bad" logic
             | to things that aren't readily visible.
             | 
             | If you have a palpable or visible likely-benign condition
             | that isn't causing symptoms, such as a mole, rash, or lump,
             | every doctor will recommend getting that checked out. Most
             | of the time it'll turn out to be completely innocuous, but
             | you'll go to the doctor and they'll decide between it's
             | fine, monitoring, invasive investigation, and urgent
             | treatment.
             | 
             | Obviously if the test itself is invasive (e.g. has a dose
             | of radiation) then that is something that needs to be
             | compared against the potential benefit. I certainly would
             | not have a preventative head CT scan.
             | 
             | However if we're talking about things like an MRI,
             | urine/stool test, or even something like a blood panel that
             | has extremely low risks for most apparently healthy people
             | (I donate blood 6x a year anyway - why not take some of
             | that and test it), then why is it so different to a skin
             | check, besides the cost?
        
               | apwell23 wrote:
               | > Obviously if the test itself is invasive (e.g. has a
               | dose of radiation) then that is something that needs to
               | be compared against the potential benefit.
               | 
               | A test isn't always a binary 'you have X ' . Look at PSA
               | screening for prostate cancer starting in your 40s is not
               | recommended for that reason.
        
               | cameronh90 wrote:
               | I'm aware but also not sure how that changes anything.
               | 
               | Say you're 40 and you get a positive PSA result, maybe
               | that means your risk of having prostate cancer has gone
               | from (for illustrative purposes) 0.1% to 2%. That means
               | the next step is "what do you do to someone who has a 1
               | in 50 chance of having prostate cancer?", and the answer
               | is almost certainly not a biopsy or anything majorly
               | invasive. The answer might be a finger up the butt, an
               | MRI, monitoring for symptoms, repeat the test in a year,
               | etc.
               | 
               | The problem is that patients aren't used to handling
               | these ambiguous results from tests because we don't do
               | much routine testing, and doctors don't want to face the
               | potential consequences for getting a positive test result
               | and recommending against invasive treatment. However, in
               | many cases, a test would still tell you something useful
               | even if it won't directly be used to escalate to a more
               | invasive test or treatment.
               | 
               | For example, if a routine blood test shows prediabetes
               | (which has happened to a few people I know when having
               | blood tests for unrelated matters), you won't get any
               | treatment for it, but you may be referred to a dietician
               | and have a fire lit up under your ass to make those
               | lifestyle changes you've been putting off.
        
           | MajimasEyepatch wrote:
           | None of those things are necessary most of the time, and
           | they're usually just going to make you paranoid. It's why
           | doctors don't generally like to do full-body scans on healthy
           | people: they're rarely going to find anything clinically
           | significant, but they're often going to find something that
           | causes a scare and some unnecessary tests. (And if the scan
           | is a CT scan, on average, the radiation may cause more
           | cancers than it catches if you're scanning healthy people for
           | no reason.)
           | 
           | If you want to have the best shot at preventing disease and
           | living a long, healthy life, it's not complicated: eat a
           | healthy diet, exercise, get a good night's sleep, avoid drugs
           | and alcohol, and have fulfilling relationships with other
           | people. Beyond that, you're spending a lot of money on things
           | that are going to have a negligible or even negative impact
           | on your health and quality of life.
        
             | wordpad25 wrote:
             | People in high risk categories are warranted to go further
             | than that
        
               | MajimasEyepatch wrote:
               | Sure, but most people are by definition not high risk.
        
             | sersi wrote:
             | I did a CT scan recently for something unrelated which
             | found some soft tissue lesion in the thymus. Cue doctors
             | trying to tell me that I should just remove the thymus
             | since it's not possible to do a biopsy and anyway the
             | thymus is useless. Read recent research in NJEM that shows
             | that removing the thymus increases risks of getting cancer
             | and that it's anything but benign.
             | 
             | Eventually, I did a PET scan, got second opinions (that
             | think it's most likely hyperplasia), determined that given
             | the result of the PET scan, I don't have carcinoma or
             | anything that is likely to be fast progressing. So, I won't
             | operate, I will do regular MRIs to check the progress and
             | monitor that it's not anything.
             | 
             | All this to say, that yes, having that result mostly caused
             | additional stress for something that is actually likely to
             | have already been there for years and years.
        
             | carimura wrote:
             | Understanding the results does take education, I agree with
             | that, but having more data over time seems much better than
             | flying blind and then being surprised when something
             | actually does happen.
        
               | sadcherry wrote:
               | If getting that extra data imposes a risk (eg. radiation)
               | then the tradeoff is not so simple.
        
               | carimura wrote:
               | ya agree there. but most of those things aren't
               | tradeoffs, aside from a bit of time and money (both of
               | which go back to my original point about why I think the
               | system is not working)
        
           | apwell23 wrote:
           | > broader blood panels, body scans (eg. Prenuvo), VO2 max,
           | metals tests, mold tests, genetic tests, GI tests, etc etc.
           | 
           | Do you really need VO2 max test to tell you that you get out
           | breath climbing a set of stairs? What genetic tests are you
           | even talking about( brca ? ).
           | 
           | Is there any actual proof that "catching cancer early" has
           | any long term impact on survival ? ppl can go waste their
           | money if they really want for entertainment but I don't
           | suggest burdening public healthcare with voodoo science.
           | 
           | > Wait until sick, get treated. Annual checkups are a weight
           | check, blood pressure, a few questions, maybe a blood panel
           | if you're lucky, and then a "you look great see you next
           | year", aka, come back when you're sick.
           | 
           | What do we want them to do. They are not going to come to
           | your my home and switch out your burger and fries with a
           | salad.
           | 
           | I don't get where this notion that you need to go to doctor
           | to keep yourself healthy even comes from. Its not a secret
           | how to be healthy.
        
             | dleink wrote:
             | Are you asking if early detection of cancer results in
             | better outcomes? Yes, the data unequivocally supports that
             | diagnosing cancer before it spreads leads to lower
             | mortality.
        
               | apwell23 wrote:
               | Yes I put those in quotes because that's how Prenuvo
               | sells their product to the public. If fullbody scans
               | truly improve survival then they wouldn't need kim
               | kardashian to sell their product.
        
               | MajimasEyepatch wrote:
               | That's only true if it's actually a cancer that's going
               | to spread. Certain things like benign prostate cancer are
               | often not worth treating. Testing everyone for everything
               | leads to overtreatment and anxiety and worse quality of
               | life.
        
               | dleink wrote:
               | I see the distinction. Thank you for clarifying. I think
               | generally speaking I would prefer to have more data on my
               | health. I don't like the idea that this information might
               | be held back because it would make me "paranoid". That is
               | my decision.
               | 
               | I can see that in the general case, it can lead to
               | increased spending and worse outcomes.
        
           | nradov wrote:
           | I don't know why you would expect the healthcare system to do
           | all of that stuff. If you want to know your VO2 Max you can
           | just go to the local running track and execute a Cooper Test
           | for free. But the results aren't really actionable.
           | Regardless of the quantitative result, unless you're already
           | an elite athlete the prescription will always be the same:
           | exercise more.
        
           | p_j_w wrote:
           | >Annual checkups are a weight check, blood pressure, a few
           | questions, maybe a blood panel if you're lucky
           | 
           | This isn't my experience. Every time I've gone in for an
           | annual check, the doctor has either suggested that I get or
           | asked if I would like a blood panel. Maybe you should try
           | another doctor.
        
             | KittenInABox wrote:
             | In my experience, a blood panel doesn't cover everything
             | typically. My A1C, Insulin, and fasting Glucose levels are
             | all within normal range, but actually I have insulin
             | resistance, likely genetic that wouldn't appear in my
             | general panel for at least two or three more decades. This
             | is common in people whose family history includes poverty
             | or subsistence farming. I'm glad I have the resources to
             | address this while I'm still a young professional with no
             | children of my own to manage and full healthcare benefits
             | including out-of-network, but I had to find my own
             | specialists to investigate what was going on with me.
        
               | nradov wrote:
               | Why would a genetic tendency towards insulin resistance
               | be correlated with a family history of poverty or
               | subsistence farming? Is there any research on that? Which
               | specific genes are involved? Which tests were used to
               | diagnose your insulin resistance?
        
               | KittenInABox wrote:
               | I don't know the details. This was just something that I
               | was informed after I was speaking to a specialist about a
               | separate issue at a world-class medical campus, who
               | happened to also be studying the effects of insulin on
               | the thing I was actually there to get examined and after
               | some testing and calculations that are more used in
               | research than clinicals.
        
       | meroes wrote:
       | Was dorm-mates with a T1D. Four of us total. His bunk mate and
       | best friend basically saved his life twice in that semester.
       | 
       | How come the disease gets so little publicity??
        
         | mjaniczek wrote:
         | In my _checks the calendar_ 15 years with the disease, I 've
         | thankfully only had a hypoglycemic coma once, at a summer camp.
         | I was leading a bass guitar workshop and just suddenly started
         | making less and less sense. It was the only time my blood sugar
         | dropped so fast my brain didn't notice, didn't alert me to eat
         | something, just went straight into being unusable.
         | 
         | Supposedly I laid down on a couch and passed out, which is when
         | one of the kids at the workshop realized it's a similar symptom
         | to what their grandpa had, and alerted a grown-up. I'm very
         | glad there were people around me at that moment.
         | 
         | I woke up to a full bottle of cola and some bread rolls with
         | Nutella being forced into me.
        
         | globular-toast wrote:
         | I wonder if the emergence of type 2 diabetes has had a negative
         | effect. Many practitioners call it something like "fake
         | diabetes" as it has very little in common with type 1. It's not
         | uncommon to meet people who are "diabetic" today, but most of
         | them are type 2, they don't need insulin and you probably won't
         | have to save their life.
        
       | Scotrix wrote:
       | I'm T1D and using Freestyle Libre + Omnipod Dash and iAPS + Apple
       | Watch. Apple Watch is for me primarily to automate physical
       | exercise detection and target adjustments but also works great
       | with iAPS to control bgs and inject insulin from your watch
       | without taking your phone out of pocket. All built as a homebrew
       | closed loop.
       | 
       | While it was somewhat difficult initially to make it work I
       | managed to get over the last year to 85% in range continuously
       | over weeks with a (for me in comparison to before) very low
       | amount of hypos (3 or 4 per week).
       | 
       | Happy to share more and the challenges I had if someone is
       | interested...
        
         | e40 wrote:
         | Please share more.
        
         | sjhatfield wrote:
         | Are you still announcing meals? I know some people use iAPS
         | with no meal announcement which sounds amazing. We are moving
         | our T1D son from OP5 to Loop but would consider iaps in the
         | future. Hoping we can recreate our 92% average time in range
         | with less work needed
        
       | caseyy wrote:
       | I completely agree with the author. T1Ds must take care of
       | themselves.
       | 
       | Doctors and nurses suffer from Dunning-Kruger massively. They
       | will quite often be confidently incorrect. I've seen this living
       | in large cities in the US and Europe. Or you can read about how
       | medics often make potentially murderous decisions on diabetes
       | treatment -- there are plenty of stories. Humility is the cure. I
       | say this as someone who went to medschool myself and I have a lot
       | of respect for medics.
       | 
       | The most infuriating thing is when they say that diabetics just
       | die in surgeries, but forget to mention that often the reason is
       | medical negligence. Anyone who has had their T1D loved ones go
       | through general anesthesia surgery knows some of the things
       | doctors tend to suggest, like going off the pump for a number of
       | hours with no insulin replacement. Or demanding significant diet
       | changes just before the anesthesia with no insulin adjustment.
       | 
       | One doctor once told a patient I know their blood glucose is okay
       | in the morning, so they don't need to check before the general
       | anesthesia surgery in the evening -- the blood glucose only needs
       | to be checked twice a day. I'm sure the care diagram in that
       | hospital says that, but it's with the assumption that the patient
       | is conscious and actively managing blood glucose on their own.
       | 
       | Another way I agree with the author is about closed loops. Many
       | T1Ds, I believe, cannot have adequate control with the "one basal
       | pattern and set carb ratio boluses" approach. Much less with
       | multiple daily injections. Their daily insulin needs just
       | fluctuate too much for an appointment with the doctor or nurse
       | once or twice a year for dose adjustment. If the patient has any
       | sort of hormonal deregulation day-to-day (which many of us do),
       | it will just not work. My closed-loop total daily dose of insulin
       | fluctuates between 90 and 220 units with very good control. Any
       | sort of "roughly one total daily dose every day" approach will
       | fail spectacularly in this case. Such a patient cannot achieve
       | good control with traditional treatment, in my opinion. Though
       | they sure are shamed a lot by doctors who, once again, Dunning-
       | Kruger their way into thinking that treatment absolutely should
       | work.
       | 
       | All in all, closed-loop is leaving many medical teams
       | dumbfounded, some are even afraid of it (and refuse funding or
       | tell parents their treatment is good without closed loops), but
       | it's a life changer. And a patient with this disease always needs
       | to take it into their own hands because the 30 minutes T1D of
       | training in medschool that I got is absolutely nothing compared
       | to years of first-hand experience patients like myself have.
       | That's why I don't blame doctors for being misinformed, but I do
       | blame them quite a bit for not realizing the shortcomings of an
       | education that, once again, generally touches on the subject very
       | little.
        
         | nerdponx wrote:
         | > The most infuriating thing is when they say that diabetics
         | just die in surgeries, but forget to mention that often the
         | reason is medical negligence.
         | 
         | I find that a lot of medical research literature is like this.
         | A couple of "X is associated with increased mortality" papers
         | that make no attempt at a causal analysis is enough to get
         | doctors to recommend against X.
         | 
         | As far as I can tell, the organizations that make these
         | recommendations don't want to run the risk that _maybe_ the
         | relationship is causal, and moreover don 't know all the
         | mediating/moderating factors and so can't safely recommend
         | something that is associated with harming people even if they
         | realize it's not necessarily causal.
         | 
         | The inverse is true for positive outcomes. Y is associated with
         | lower mortality, so we recommend Y, even though we don't
         | understand if it's causal or not. But we do not recommend Z
         | which is closely similar to Y and, if there is a causal
         | connection would share a common causal pathway with the Y
         | benefit, because we have only studied Y and not Z.
         | 
         | It's a weird kind of extreme causal reasoning that ironically
         | leads to a kind of abandonment of causal reasoning.
        
           | caseyy wrote:
           | This is definitely at least one contributing factor to the
           | situation. But another one is that many medics sadly refuse
           | to learn from a patient. Even when the patient is an expert
           | in practice.
           | 
           | A cure for these kinds of issues in medicine and in software
           | engineering is humility. We must understand our knowledge is
           | incomplete. Our learnings are often the best that
           | circumstances allowed us to learn, but not the best one could
           | learn.
        
       | tornadofart wrote:
       | I'm a T1D and I mostly agree with the author. I think this
       | simulation is very interesting.
       | 
       | I disagree with the author however on the following point:
       | 
       | "injecting insulin ~15min before you start eating would do
       | wonders for neutralizing the BG spike, the issue is, nobody does
       | it, because what if you then get a smaller serving at the
       | restaurant or it gets delayed?"
       | 
       | My doc told me the same, which I think is insane. "Here is a hack
       | that solves 80% of your problems but nobody does it, so don't
       | bother." WTF?
       | 
       | If you get a smaller serving, order some bread or eat some of
       | your emergency snacks you should always have. If it gets delayed,
       | do the same. You don't need to cover the whole insulin dose, just
       | delay the hypo a little bit.
       | 
       | Relax. We live in an industrial world where glucose bombs are
       | available always and everywhere. You'll be fine.
       | 
       | Injecting 15mins beforehand has made my life so much easier that
       | I would not miss it for anything.
       | 
       | Feel free to ask me anything.
        
         | mjaniczek wrote:
         | You're definitely making me reconsider it, thanks! Along with
         | the person in another thread saying walks after meals help as
         | well. With a fully remote work these risky "oops I injected but
         | there's no food yet" situations should not happen as often,
         | considering the time-to-fridge is like 10 seconds.
        
           | InvaderFizz wrote:
           | Knowing little about the subject. If Insulin is a 20 minute
           | lag, and eating is a 20 minute lag. Shouldn't you just dose
           | immediately before eating so they hit at the same time?
        
             | mjaniczek wrote:
             | It's a very rough rule of thumb, take these numbers with a
             | grain of salt. It could very well be that some food
             | activates in 5 minutes etc. Different insulin types also
             | have different curves.
             | 
             | Anyways there are studies about the "inject 15min before
             | food" approach: eg.
             | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2945151/
        
             | tornadofart wrote:
             | You forget one very important rule: it's all vibes :D No
             | but seriously: insulin starts to act after 20mins. Its
             | action is more like a flat parabola.
             | 
             | Glucose acts more in harsh peaks. So you want the glucose
             | peak to hit when you are at the maximum of insulin action.
             | Hence the 15mins delay.
             | 
             | This is all roughly speaking, YMMV.
        
           | tornadofart wrote:
           | It's hard at first. It is a habit to take, and you have to
           | withstand a bit of social pressure first, when you're late
           | with taking insulin and still want to wait. But I root for
           | you, you can do it!!
        
           | tornadofart wrote:
           | one more tip I want to share: when you have a dramatic hypo
           | or your blood sugar is dramatically high, double-check with
           | the old school prick-test device. Your CGM might exaggerate.
           | That stopped some nefarious cycles of being too high, then
           | too low etc. for me.
        
       | croemer wrote:
       | Fellow T1D here. Switched to a pump (tslim) 2 years ago, which is
       | a stock/market semi-closed loop requiring no homebrew when paired
       | with Dexcom.
       | 
       | Works pretty well in that it keeps things in range when not
       | eating/exercising. Nights in particular now are chill, no more
       | waking up in sweat.
       | 
       | Unfortunately the pump vibrates/alarms far too much, causing
       | notification fatigue. I don't even look at them anymore. I wish
       | there was more information in the vibration pattern: just morse
       | code or something, so I can know what the pump is saying without
       | having to do 3 taps to unlock and see whether it's just telling
       | me something I know already. I wish the developers had to dog
       | feed their product.
        
         | mjaniczek wrote:
         | The LibreLink app allows me to use different alarm tones for
         | lows and highs, and I'm _still_ getting alert fatigue. To the
         | point that my wife needs to ask "is that your phone telling you
         | you have a hyper?" for me to actually start doing something
         | about it, sometimes.
        
         | interludead wrote:
         | Your experience underscores the importance of user-centered
         | design in medical devices
        
       | heraldgeezer wrote:
       | >You should also lose weight, when you started coming here you
       | had 80kg, now you're a centurion. Like seriously, WTF. OK cool
       | bye, see you in 3 months!"
       | 
       | a centurion? an officer of the roman army?
       | 
       | I do not understand the phrase, is the author fat or not?
        
         | mjaniczek wrote:
         | 100kg+. It's a joke :)
        
           | heraldgeezer wrote:
           | I see. And won't weight loss help in even Type 1? Is it not a
           | valid argument?
        
             | mjaniczek wrote:
             | It will help, definitely! As will exercise itself etc. It
             | is a valid argument and the doctor is right.
        
       | janandonly wrote:
       | Very dumb question here, but I don't dare ask it to ChatGPT.
       | 
       | What would happen to T1 or T2 diabetics if we would stop eating
       | all sources of sugars and carbs? So no fruit, no rice, no
       | potatoes and so on?
       | 
       | Would it be possible to survive and live comfortably in a state
       | of Ketosis? Or is a 100% ketogenic diet simply not possible on
       | diabetes?
       | 
       | I'm asking because my true question is: what if insulin becomes
       | too expensive? Then what? Do we die? Or is there some form of
       | diet that we could live on??
        
         | throwaway454590 wrote:
         | I'm not a medical expert, but as far as I'm aware even a 100%
         | ketogenic diet would still have fluctuations in glucose levels
         | which would require insulin to manage. But, it's entirely
         | dependent on how much insulin a T1 or T2 diabetic's body is
         | still capable of producing which would determine if they would
         | still need exogenous insulin. (Because the quantity required
         | _would_ be much lower than on a higher carb diet)
        
         | DougWebb wrote:
         | T1 and T2 are completely different diseases. T2 should not be
         | called diabetes. It should be called insulin resistance or
         | chronic carbohydrate overdose.
         | 
         | I was diagnosed as pre-diabetic/T2. I started wearing a cgm and
         | watching how various foods affected my blood sugar. I
         | eliminated foods that caused spikes, and started cooking my own
         | meals so I could control what went into them. I wound up with a
         | very low carb diet of meat and vegetables, and a very stable
         | blood sugar with NO spikes ever. According to my blood work and
         | checkups I cured my NAFLD, cured my hypertension (including
         | getting off drugs for that), and "cured" my pre-diabetes. I
         | lost a lot of weight, but still have a lot more to lose.
         | 
         | I put cured in quotes because I don't think this diet can cure
         | you once you're bad enough to need treatment. I think it can
         | only put your disease into remission so that you don't suffer
         | any health effects from it. Some of us just can't overeat carbs
         | or we develop this disease, and the only effective treatment is
         | to stop eating the carbs.
        
           | fortran77 wrote:
           | There are some people with T2D--a minority of them--who are
           | not overweight. I think T2D with overweight or obesity should
           | be called something else.
        
         | mono812 wrote:
         | It's actually a quite complex question that does not have a
         | clear cut answer. In case of T2D you can 'go into remission'
         | meaning you can get your blood glucose levels to 'normal
         | levels' with little or even no medication (T2Ds are not
         | necessarily using insulin, they can also use medication that
         | increases insulin sensitivity such as metformin). Generally
         | weight loss, exercise and a healthy diet are what allows them
         | to accomplish that and a keto / low carb diet can definitely
         | help there.
         | 
         | For T1Ds I'm afraid even a keto diet still contains too much
         | carbs to live healthily without insulin. Unfortunately if your
         | body has fully stopped producing insulin and you don't take any
         | artificial insulin your life expectancy is not looking good
         | regardless of how you live.
        
         | _qua wrote:
         | You require at least a low level of insulin to keep metabolic
         | systems in balance. Whether they eat carbs or not, T1 diabetic
         | patients need insulin or they will go into diabetic
         | ketoacidosis and die. Because insulin necessarily lowers
         | glucose in addition to suppressing ketoacidosis, T1 patients
         | need carbs.
         | 
         | T2 patients are on a spectrum with some having enough insulin
         | production and sensitivity left that they can do okay with
         | no/very low carb intake and may even get better as they lose
         | weight. Some T2 patients get a kind of burned out pancreas and
         | severe insulin resistance which requires exogenous insulin to
         | treat and behaves more like T1 but with the caveat that due to
         | reduce insulin sensitivity, they usually need much higher doses
         | in insulin than T1 patients.
        
         | lolc wrote:
         | I've lived low-carb as a T1 and my blood sugar was very stable.
         | I would still take sugar to stabilize levels when dipping low.
         | A completely ketogenic diet would be very hard for a T1 and not
         | a sensible goal. Insulin management was simpler, but still
         | required. On many days I would just do the one injection of
         | long-lasting insulin.
         | 
         | While the scantly researched health risks associated with a
         | ketogenic diet remain, the diet is very effective to keep blood
         | sugar stable. A low-carb diet protects most people from T2, and
         | people with T1 profit from simplified insulin management.
         | 
         | For a T2, eating ketogenic could be healthier than eating
         | carbohydrates. Depending on progression, they would recover
         | quickly and not be a T2 anymore.
        
           | SystemOut wrote:
           | This may be a terminology thing but as a T2 I will always
           | carry that diagnosis. However, mine is in remission because I
           | manage it through medication/diet.
           | 
           | My doctor and I have talked about trying to see if I can drop
           | the medications and still stay in remission but I'll still be
           | a T2 patient.
           | 
           | Also, not all T2s can manage just through a ketogenic diet.
        
         | lakhim wrote:
         | It's worth while reading the literature on pre-insulin
         | treatments, but for type 1 diabetics, the answer is: you might
         | be able to live, if just, for a while (a decade or so), but
         | lifespans are greatly shortened. Probably depends exactly on
         | the particular characteristics of the disease for a patient.
         | 
         | I thought this was a neat discussion:
         | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3062586/
         | 
         | A transcript of a speech Joslin gave
         | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1827782/pdf/can...
        
         | oldgradstudent wrote:
         | It would probably a very good idea if you can keep to it.
         | 
         | Doing so with mild T2 diabetes could lead to complete remission
         | (as long as the diet is kept).
         | 
         | In more advanced T2 diabetes it could lead to significant
         | improvement, and reduction of required medication.
         | 
         | People with T1 diabetes simply don't produce enough insulin.
         | External insulin is required.
         | 
         | Management of T1 diabetes is also way more complicated and
         | mistakes are immediately life threatening.
         | 
         | Are you familiar with Dr. Richard K. Bernstein's approach? It
         | is a very low carb diet (he doesn't call it Keto as Ketosis is
         | not the aim) combined with a lifetime of experience managing
         | it.
         | 
         | See his book The Diabetes Solution, his Youtube channel, and
         | the Type1Grit facebook group. There are a lot of type 1s
         | running <5% HbA1C on his program.
         | 
         | He's definitely very contreversial, but I always found his
         | reasoning extremley presvasive. Not to mention that he's a 90
         | year old with T1 from childhood, still practicing medicine and
         | seeing patients (or at least he's been practicing up to a few
         | months ago).
         | 
         | https://www.diabetes-book.com/
         | 
         | https://www.youtube.com/@DrRichardKBernstein/videos
         | 
         | https://www.facebook.com/Type1Grit/
         | 
         | There's also the great Gary Tabues and his books, especially
         | Rethinking Diabets
         | 
         | https://garytaubes.com/rethinking-diabetes/
        
         | kayodelycaon wrote:
         | A ketogenic diet can do some pretty wild things to medication.
         | I'm bipolar and I am unable to do a ketogenic diet without
         | serious side effects, like loss of motor control. If done for a
         | prolonged time, it is possible those side effects become
         | permanent.
         | 
         | I can reduce sugar but not carbohydrates as a whole.
        
         | sgt101 wrote:
         | T1 needs insulin, some T2 are ok without it.
         | 
         | Insulin is cheap to make, now, it is expensive because of
         | commercial considerations like monopolization or investment. In
         | reality any national system worth its salt could produce enough
         | insulin at a very low cost for all diabetics in the world. But,
         | this won't happen because of trade rules and so on.
         | 
         | Some people are trying to build the infrastructure for
         | local/homebrew insulin production, but it's proving to be
         | challenging. See this site for more:
         | https://openinsulin.org/2023-recap/
        
       | mono812 wrote:
       | Interesting stuff! I'm a late T1D and there is just so much that
       | subtly influences your blood sugar levels. I adhere to quite a
       | strict diet and adapt my insuline dosage based on not just the
       | carb contents and glycemic load of the meal, but also the
       | starting point / trends I see in my libre readings. If you can
       | predictably consume carbs (and glycemic load) you can also inject
       | early with confidence (or even post-meal if your meal is really
       | 'slow' or your blood sugar level is low). Going for a 20-30
       | minute walk during a meal spike (mostly after breakfast and
       | lunch) does wonders for me too.
       | 
       | I manage to maintain roughly 99% TIR (4-10mmol/l) on my Libre
       | with this, virtually no hypos and just the occassional bit of
       | hyperglycemia when I just don't want to care. Although obviously
       | this does require you to plan a lot of things in advance and
       | requires effort and all of this is just based off of personal
       | experience and experimentation and does not necessarily translate
       | to anyone else.
       | 
       | I'm still really hoping for a more low-effort solution to T1D
       | treatment (or even a cure), but I'm skeptical that we'll see that
       | anytime soon.
        
         | mjaniczek wrote:
         | 99% TIR... that's crazy. Well done. You're an inspiration!
        
         | vallassy wrote:
         | I still haven't found a tactful way to bring this up, but have
         | you considered a low- or zero-carb diet?
         | 
         | As far as I underdstand it, if you don't eat carbohydrates, you
         | don't require insulin to deal with the spikes, and apart from a
         | few grams in the bloodstream, humans require extremely little
         | to no exogenous carbs.
         | 
         | I'd love to hear your thoughts if you've looked into this
         | already.
        
           | mono812 wrote:
           | Imho you can't really do a zero carb diet that's healthy.
           | Keep in mind that even leafy vegetables have a bit of carbs
           | in them. Low carb is possible and does indeed generally keep
           | your blood sugar levels more stable. But even a meal that's
           | mostly low carb vegetables and some meat still requires
           | insulin if your pancreas has stopped working entirely.
           | 
           | I'm obviously a patient and not a doctor, but from what I've
           | read as a Type 1 diabetic with (next to) no insulin
           | production you have a life expectancy in the order of weeks,
           | no matter what your diet is.
        
             | vallassy wrote:
             | I didn't mean 'requires no insulin at all,' I know T1D
             | requires some insulin to regulate blood sugar and to
             | perform other functions in the body.
             | 
             | What I meant was that, for example in the OP article, a 60g
             | bolus of carbs brings blood sugar from the bottom of
             | healthy range all the way to the top of the healthy range
             | in one go.
             | 
             | It just seems like an unnecessarily large and (for most)
             | difficult to control jump in blood sugar. A lower-carb
             | diet, say under 50g total carbs per day, should reduce
             | blood sugar swings and increase their controllability,
             | letting patients be in the healthy range of blood sugar for
             | a higher percentage of the day.
        
               | photon_lines wrote:
               | Type 1 diabetic as well here - I do this and I can
               | confirm that I have much better control over my HB1C
               | (average blood sugar reading) since I eat mostly a keto
               | and plant based healthy diet (composed of minimally
               | processed foods). One issue that I have though deals with
               | hypoglycemia (low-blood sugar levels) since type 1
               | diabetics don't just require immediate insulin after
               | meals - they require long-term acting insulin which works
               | throughout the day. I've had multiple cases where I lost
               | consciousness and woke up either in an ambulance or in a
               | hospital feeling like someone hit me with a truck and
               | having no recollection of how I got there. There is no
               | 'magic' in managing type 1 diabetes unfortunately. The
               | issue with us is that our blood sugar can swing in both
               | directions - with the lower swing possibly resulting in
               | death.
        
           | paulcole wrote:
           | > As far as I underdstand it, if you don't eat carbohydrates,
           | you don't require insulin to deal with the spikes, and apart
           | from a few grams in the bloodstream, humans require extremely
           | little to no exogenous carbs.
           | 
           | To put it bluntly: You don't understand it.
           | 
           | Type 1 is different from Type 2.
           | 
           | A Type 1 person without insulin will die.
           | 
           | > "I will see that in someone with 0 percent insulin
           | production, they'll begin to fall ill within 12 to 24 hours
           | after their last insulin injection, depending on its duration
           | of effect. Within 24 to 48 hours, they'll be in DKA. Beyond
           | that, mortal outcomes would likely occur within days to
           | perhaps a week or two. But I could not see someone surviving
           | much longer than that."
           | 
           | https://www.healthline.com/diabetesmine/ask-dmine-
           | lifespan-s...
        
       | jhoho wrote:
       | Not sure how widely known this is, but recent studies have shown
       | great, sustained results for type 2 through dietary interventions
       | using wholegrain oat (as it contains beta-glucan):
       | https://www.thieme-connect.com/products/ejournals/html/10.10...
       | https://www.sciencedirect.com/science/article/pii/S221479931...
        
         | gitfan86 wrote:
         | Type 2 has had a high correlation with obesity and high carb
         | diets.
        
           | Engineering-MD wrote:
           | But interestingly also a very high genetic factor with 90% of
           | identical twins both having T2DM (which is greater than that
           | of type 1 which if I remember correctly is 40%)
        
             | telgareith wrote:
             | Sounds like Nature vs nurture to me. Until there is a
             | proposed genetic marker... it's just another item confusing
             | the public about correlation vs causation.
        
             | CRConrad wrote:
             | > very high genetic factor with 90% of identical twins both
             | having T2DM
             | 
             | Or both _not_ having it, I hope?
        
         | telgareith wrote:
         | Looked at the first paper. I have significant concerns that,
         | frankly, I didn't finish reading.
         | 
         | 1. Small sample size, <20 iirc. 2. No control group at all.
         | (There should have been a group under the same requirements and
         | same diet) 3. They picked 'uncontrolled', and from my own
         | experience that term is synonymous with "unmanaged." Which,
         | translates to "patient is not compliant with treatment." As
         | such, feeding them exclusively a vague "diabetic diet" coupled
         | with the 5 day hospital stay- well its enough to cloud the
         | results enough that no conclusions can be made.
         | 
         | 4. Cont. Because people rarely intentionally make themselves
         | feel like crap- which you will with uncontrolled type II. The
         | hospital stay, its exposure to allegedly* diabetic friendly
         | foods, and subsequent time for the subjects to realize "I feel
         | better, I like this!" Basically invalidates the entire paper.
         | 
         | * allegedly, because I just got out of a hospital with a
         | fantastic cafeteria. But, the "diabetic menu" had way to many
         | items with high glycemic indexes, and nothing to maintain a
         | steady sugar level until the next meal.
         | 
         | Finally: ''HbA1c was lower four weeks after the oatmeal
         | intervention.''
         | 
         | Two days of fasting won't change an A1c value.
        
           | jhoho wrote:
           | There are several more studies and dietary recommendations
           | regarding oat, just search Google Scholar and similar.
        
         | mvidal01 wrote:
         | I'm skeptical of any claim that says consuming carbs is helpful
         | when it comes to type 2 diabetes.
        
       | cpwright wrote:
       | One thing that I would object to is this characterization from
       | the article:
       | 
       | >There are people who take insulin pumps (which provide insulin
       | in very small very frequent doses and are ~permanently injected
       | into your body, but are otherwise dumb as a brick) and combine
       | them with continuous glucose monitors, and make the glucose
       | measurements inform and control the pump. This is called "closed
       | loop" or "artificial pancreas", and getting one officially is
       | very hard or impossible: not FDA approved yet / you need to be
       | part of an university study to get one / ... It's one of those
       | things that "will be here in 5 years", they say every year for
       | the past 30 years.
       | 
       | I've had a Medtronic CGM and pump for 6 years now (680G, now
       | 780G). It is an FDA approved system with feedback from the CGM to
       | the pump. The only thing I needed to get insurance approval was a
       | blood test showing that I was T1 and not T2.
       | 
       | The auto mode has been greatly improved in the 780G pump vs. the
       | 680G pump. I only need to stick my finger a couple times a week,
       | and my control has improved. Without the pump and MDI it was
       | quite a bit higher. It's nowhere near as good as an actual
       | pancreas, but it is definitely not vaporware by any stretch of
       | the imagination.
       | 
       | The Medtronic support is (mostly good), and I have a pretty high
       | degree of confidence that it will keep me alive. I do have
       | Kwikpens as backup in case of malfunctions - which do happen. The
       | biggest things for me are as simple as ripping your infusion set
       | out while away from home, or the thing has an intractable
       | Bluetooth communications problem or other kind of hardware error.
       | 
       | The author is pretty much 100% right about "vibes" though, even
       | with a pump.
        
         | mjaniczek wrote:
         | Hey, thank you for the correction! I am not keeping up to date
         | with how are the closed loops progressing, and from quite a few
         | of comments here it seems like the future is already here :)
         | Maybe just not evenly distributed - I just need to wait for it
         | to get from US to CZ. I'm glad closed loops are already helping
         | people around the world!
        
           | brandall10 wrote:
           | I recently worked for a company called Tandem Diabetes which
           | has multiple closed loop, FDA-regulated systems going back 9
           | years:
           | 
           | "In July 2014, Tandem announced that it had submitted a PMA
           | for the t:slim G4 insulin pump, which integrated t:slim Pump
           | technology with the Dexcom G4 Platinum CGM System. This
           | device was approved by the FDA in September 2015."
           | 
           | https://en.wikipedia.org/wiki/Tandem_Diabetes_Care
           | 
           | We were still working on international support when I left
           | last year. As you can imagine, there are quite a few
           | regulatory hurdles esp. regarding patient data portability
           | and access.
        
         | Neff wrote:
         | My wife is T1D and she is really scared about the idea of
         | moving to a closed loop system with a pump, but her endo is
         | constantly pushing her towards it even though she is keeping
         | her A1C at like ~6% with her Dexcom CGM.
         | 
         | The concern is the the G7 CGM seems to have times where it is
         | so wildly off with readings that a closed loop system could
         | kill her. This weekend the CGM was saying she was all the
         | sudden at 40, but she was at about 115. I am scared to think
         | what would happen in the night if the closed loop system
         | thought it needed to raise her blood sugar... Logically I know
         | it wouldnt raise it to a point that would cause medical harm,
         | it would still put it higher than would be ideal for her
         | health.
         | 
         | Maybe there are differences between the different brands, but
         | the G7 from Dexcom's big selling point was "no more
         | calibrations" and the FDA approval for that tagline, and we've
         | been seeing a need to calibrate more than the G6, which is
         | disappointing. Granted... sample size of n=1 so...
        
           | cpwright wrote:
           | I don't find the Medtronic solution to be that off. But the
           | closed loop solution _can 't_ raise your blood sugar, it can
           | only lower it. It only has insulin which it can dial back or
           | increase. The real danger would be if it detected you very
           | high and then tried to rapidly decrease it.
           | 
           | The FDA approved systems do have safeties in there that alarm
           | persistent highs or on any lows. They also won't provide more
           | basal than a multiple of the pre-configured setting you have.
           | 
           | The biggest thing for me was the 780G alarms less than 680G
           | when there is nothing that I actually want to do to change
           | it. Waking up all the damn time is no fun.
        
       | umvi wrote:
       | I highly recommend the book "The Diabetes Solution" by Dr.
       | Bernstein. It's written by a T1D-since-childhood who was a
       | manufacturing engineer and used his engineering skills to "debug"
       | his diabetes despite his doctor's efforts to the contrary.
       | However the medical industry rejected his findings on blood sugar
       | control because of lack of medical credentials so he went and got
       | an MD and suddenly more doctors started listening. He basically
       | got ahold of an early glucose tester and turned it into a CGM by
       | pricking himself dozens of times a day and around meals to
       | collect data.
        
         | PhilipJFry wrote:
         | n++
         | 
         | Dr. Bernstein's book is a must read for every diabetic person.
         | His YouTube channel:
         | https://www.youtube.com/channel/UCuJ11OJynsvHMsN48LG18Ag
        
       | winddude wrote:
       | are you familiar with LoopKit (an opensource automated pancreas)?
       | I'm looking at moving from injections like yourself to this, it
       | looks more complete than the closed systems, and also the closed
       | systems aren't approved in my country.
        
       | underdeserver wrote:
       | (2024)? We're still in 2024, aren't we? (@dang)
        
         | mjaniczek wrote:
         | I saw this format in the other HN submissions so I assumed it's
         | always supposed to be there. Is it optional when the article is
         | current-year?
        
           | underdeserver wrote:
           | Interesting, I don't see this in the guidelines or FAQ.
           | 
           | The idea as I understand it is that articles that are not
           | from the current year should be marked to highlight they
           | might be out of date.
           | 
           | There's no reason to put the current year on it, and as you
           | can tell from the home page, most articles don't state the
           | year (and they're recent).
        
       | noodleman wrote:
       | I'm T1D and currently working on something like this because
       | diabetes healthcare in the UK is effectively non-existent past
       | diagnosis.
       | 
       | Managing the condition isn't too difficult after 30 years of it,
       | but dealing with the politics of NHS diabetes care is
       | astronomically more difficult than it was in any decade
       | previously. In my experience, if you are not pregnant, or you
       | aren't at risk of passing out in the next 15 minutes, they don't
       | care. Whatever long term consequences you experience are another
       | department's responsibility.
       | 
       | A trend I've seen is that younger diabetes nurses and doctors are
       | extremely dependant on tech (CGMs, insulin pumps), but don't
       | comprehend how they work or what the data means. They don't know
       | what patterns to look for beyond a 24hr window and generally seem
       | to think everything is a bolus ratio or basal problem,
       | overlooking other settings such as correction factor, duration,
       | etc.
       | 
       | Because they are tech illiterate, vendor lock-in is becoming an
       | issue, as no health tech companies want you using another tool
       | except the one they get paid for. So I find myself being swapped
       | from platform to platform as they change my devices every year or
       | so, each one being less workable than the last. Glooko only
       | allows 6 months of historic data to be viewed, and only through
       | their web UI. Abbot refused to let me download my data after I
       | was forced off their platform to Glooko. I was happy on Tidepool,
       | but it doesn't work with my current set of devices.
       | 
       | No, more funding will not fix this. Threats of criminal
       | punishments for lazy medical professionals and unlimited fines
       | for anti-competitive behaviour from diabetes tech manufacturers
       | will.
        
         | dbspin wrote:
         | I feel your pain, but 'threats of criminal punishments for lazy
         | medical professionals' isn't a great idea. There are already
         | laws against medical malpractice, but it's pretty obvious why
         | prosecuting doctors and nurses for 'laziness' would be
         | incredibly counterproductive and result in a massive increase
         | in bureaucratic ass covering rather than improved care. Ask
         | yourself - what caused the NHS to get into this situation?
         | Certainly reversing those causes would be a good first step to
         | improving the service and fixing the issues they've caused.
         | According to the doctors and nurses themselves, it's all about
         | cost cutting, increases in hours and generally the financial
         | starvation of the service. They're literally out there striking
         | to be allowed to treat you better.
         | 
         | https://news.sky.com/story/the-nhs-sold-out-its-staff-doctor...
         | 
         | https://www.telegraph.co.uk/news/2024/05/15/doctors-forced-t...
         | 
         | https://www.bbc.com/news/uk-england-birmingham-64938278
        
         | rhinoe wrote:
         | This is a surprising view given that I'm T1D in the UK and the
         | healthcare I've received, along with the tech, support and
         | collaboration with diabetic consultants has been first class.
         | You are making an assumption that every doctor is like the one
         | you have (I guess), but its simply not the case.
         | 
         | Good luck with your programming, but the agenda you're pushing
         | for it is remarkably short-sighted.
        
         | sgt101 wrote:
         | This is counter to my experience - my daughter has received
         | fantastic care. We have regular time with the endocrinologist
         | and get phoned up inbetween clinics. They have provided a
         | closed loop system and all the backup we could have asked for.
         | 
         | I agree about Glooko, it's not as good as diasend was.
        
           | sgt101 wrote:
           | What is it that Camaps + dexcom doesn't do that you want?
        
         | mapt wrote:
         | You guys are decades deep into an ideologically propelled plan
         | to "Starve the beast" by denying the NHS funding so that care
         | quality declines, and use that as justification to privatize
         | the NHS entirely.
         | 
         | The starting salary for a first-year doctor is below the
         | national median income, and for a nurse significantly below.
         | Their inability to requisition funds & time for care is
         | something there is repeated labor action about. The NHS budget
         | is 5.9% of GDP versus the 17.3% of GDP that the US economy
         | spends on healthcare or the 11.3% of GDP that the UK economy
         | spends on healthcare overall.
         | 
         | Maybe more funding will fix it?
        
           | GenerWork wrote:
           | Isn't one of the selling points of universal healthcare that
           | it's overall cheaper in total cost than private insurance? If
           | so, the UK should be celebrated for having such a low
           | percentage of its GDP being spent on universal healthcare.
        
             | mapt wrote:
             | Why not reduce it to 1% and see what happens?
             | 
             | It is possible for this class of approach to be cheaper,
             | but also for this particular implementation to be spending
             | too little.
        
             | s1artibartfast wrote:
             | UK spends about 11% of GDP on healthcare This is comparable
             | to France, Germany, and Switzerland, which spend ~12%, and
             | less than the USA at 16% of GDP.
             | 
             | Things get a little more interesting when you take the
             | overall GDP of each country into account:
             | 
             | Switzerland: 106K, ~$12K per capita
             | 
             | USA: 85k, ~$13.5k per capita
             | 
             | Germany $54K, $6.8k per capita
             | 
             | UK: $51k, $5.8k per capita
             | 
             | France: $47k, $5.8k per capita
             | 
             | https://data.worldbank.org/indicator/SH.XPD.CHEX.GD.ZS
             | 
             | https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(nom
             | i...
        
             | Spooky23 wrote:
             | The issue is that the Britain is stagnating, so that
             | percentage of GDP is growing slower than costs.
        
           | bluedino wrote:
           | > The starting salary for a first-year doctor is below the
           | national median income
           | 
           | Is it really that low?
           | 
           | In the USA an entry level doctor will make around $130,000
           | and the 'Average doctor' makes $200-$350,000/year depending
           | on what website you want to believe.
           | 
           | And we're running like 13% of the population having diabetes.
        
           | hollerith wrote:
           | >The starting salary for a first-year doctor is below the
           | national median income
           | 
           | Here you are comparing a doctor at the start of their career
           | with a population consisting mostly of workers with decades
           | of experience.
        
           | HL33tibCe7 wrote:
           | > You guys are decades deep into an ideologically propelled
           | plan to "Starve the beast" by denying the NHS funding so that
           | care quality declines, and use that as justification to
           | privatize the NHS entirely.
           | 
           | Mind providing some sources for this? Rather tired of hearing
           | this unfounded conspiracy theory from people
           | 
           | > Maybe more funding will fix it?
           | 
           | Where does the money come from?
        
         | neves wrote:
         | Are you receiving your tech for free from NHS?
        
         | petepete wrote:
         | > Abbot refused to let me download my data after I was forced
         | off their platform to Glooko
         | 
         | So I've been using Abbot (LibreLink) since 2019 and if you log
         | into LibreView (https://www.libreview.com/) there's a 'Download
         | glucose data' link in the top right of the screen.
         | 
         | There's also a handy PDF report that I send to my diabetic
         | nurse before my annual meeting, I think I'm the only one of her
         | patients who knows how to do this because she's always thrilled
         | and spends half the appointment going through it in amazement
         | at the data/trends.
         | 
         | Abbot have been quite good overall despite the fact I reported
         | a bug to them in their Android app in 2022 and they still
         | haven't fixed it. If you add LibreLink to the whitelist of apps
         | that can interrupt DND, then enabled DND, LibreLink alerts you
         | saying "Alarms unavailable."
        
         | dazc wrote:
         | '...diabetes healthcare in the UK is effectively non-existent
         | past diagnosis.'
         | 
         | I was referred to a dedicated team with a specialist nurse who
         | checks in with me regularly. Maybe I am fortunate not to live
         | in a big city where most NHS facilities seem to have descended
         | into third world standards?
        
       | digitalsin wrote:
       | When my wife was diagnosed with T2D, we went through the typical
       | process many do - meet with a dietician, learn what to eat and
       | how much, learn about insulin types and injections, etc. etc. She
       | followed the process to the letter, and what we saw was the
       | insulin injections make you gain weight, weight gain causes more
       | insulin resistance, more insulin resistance means more insulin,
       | more insulin means more weight gain, and on and on you go in this
       | cycle that gets worse over time.
       | 
       | We researched more and more and found cutting out carbs heavily
       | helped more than anything else, but she still needed some
       | insulin. When mounjaro started getting a lot of attention, she
       | tried that along with metformin. With those two drugs combined,
       | she was able to get completely off insulin. She lost the weight
       | gain from the 2 years of insulin, which reduced her resistance.
       | She started having hypoglycemia and was able to reduce the
       | metformin by half to get back to normal levels.
       | 
       | Her A1C is now 5.5 and has been < 6 for over a year now. Although
       | the metformin was recommended by her endocrinologist, both the
       | carb change in diet and trying mounjaro was something she had to
       | take upon herself, none of her docs told us about this.
       | 
       | It's an absolute shame, and it feels like you're meant to be kept
       | sick if you go strictly by the guidance from the ADA and even the
       | doctors.
        
         | zamadatix wrote:
         | The doctors didn't tell you to cut all the carbs you can and
         | went straight to "take insulin until it's low enough
         | goodbye"??? That's fucking wild, I couldn't make it seconds
         | into being diagnosed type 2 with an A1C of ~20% without being
         | bombarded about diet to the point I almost couldn't get any
         | information besides "change your diet and try metformin and
         | we'll see what other options make sense once we know that
         | impact". I can see why the doctors had not been pushing
         | tirzepatide in that timeline though, in the timeline "mounjaro
         | started to get a lot of attention" was really "mounjaro was
         | approved as safe to treat diabetes with by the FDA".
         | 
         | Insulin can "cause" weight gain because having diabetes means
         | your cells stopped absorbing the sugar from your blood
         | properly. "Fixing" the diabetes with insulin means your cells
         | start absorbing the energy you eat like they are supposed to,
         | which means gaining weight again if input > output energy. On
         | the other hand metformin and tirzepatide are also effective as
         | weight loss drugs + lowering carb intake prevented the root
         | problem that was "causes" weight gain with insulin in the first
         | place.
         | 
         | I'm hoping I can lower my metformin dosage this next checkup as
         | well, fingers crossed.
        
       | jklinger410 wrote:
       | What I've learned that, as an adult in 2024 in the United States,
       | you cannot take for granted:
       | 
       | - That your medical professionals are acting in your best
       | interest
       | 
       | - That your insurance company is acting in your best interest
       | 
       | - That your medical professional knows what they are talking
       | about
       | 
       | - That things that are legal to put in your body will not cause
       | irreparable harm to you
       | 
       | - That the legal level of pollutants in the water, air, ground,
       | walls, floors, etc are actually safe or even being measured
       | properly
       | 
       | - That you aren't being subjected to something that later will be
       | found to be unhealthy, even if it is currently known, until it is
       | litigated in retrospect
       | 
       | - That you can afford the treatment that would be necessary to
       | make yourself healthy
       | 
       | - That anyone in the industries that would normally protect you
       | (healthcare, insurance, public health, government, etc) even care
       | to do so
       | 
       | I understand that some people would look at that list and say I
       | should have never expected some of those, but pardon me for being
       | propagandized at a very young age that we lived in a country that
       | was good and just. That's my bad.
       | 
       | So I am not surprised to see this, and expect to see more of it.
        
         | stonethrowaway wrote:
         | At the same time I would emphasize that people who offer any
         | kind of advice online around life-threatening ailments do put
         | down if they have a related degree, are currently practicing
         | and are licensed in that or a very related field, or if they
         | are conducting self experiments and sharing their results (with
         | YMMV caveat to go along with it).
         | 
         | Reasons why should be obvious, but listening to podcasts, or
         | reading pop-science books, connecting the dots and thinking
         | you're qualified to give, again, life-threatening advice, does
         | not mean you're actually qualified or you have an idea of how
         | deep the rabbit hole goes (as we are learning, nobody really
         | does).
         | 
         | Unfortunately, in my experience I encounter a lot of people who
         | haven't opened up an intro to biology book since their teenager
         | days let alone an undergraduate biochem book, but they listen
         | to podcasts and think they have it figured out and have the
         | audacity to speak with confidence. I've been in situations
         | where the practitioners are wincing but are too polite to call
         | people out - it's easier to let them just yap out what the
         | podcast said and then change the topic. Don't be one of these
         | people.
        
           | 0xdeadbeefbabe wrote:
           | > with YMMV caveat to go along with it
           | 
           | Isn't it suspicious to offer YMMV caveats in a situation that
           | is obviously dripping with caveats?
        
         | s1artibartfast wrote:
         | >I understand that some people would look at that list and say
         | I should have never expected some of those, but pardon me for
         | being propagandized at a very young age that we lived in a
         | country that was good and just. That's my bad
         | 
         | I think the problem is that you were raised to think that a
         | "good and just" world is one where there is no risk, no
         | variability, and limited self-reliance. This is a fiction and
         | has never existed.
         | 
         | The default state is for none of these services and protections
         | to exist whatsoever. Everything beyond nothing is an imperfect
         | and unstable solution held together with duct-tape.
        
           | xeromal wrote:
           | Every day is a good day to be alive whether the sun is
           | shining or not.
           | 
           | I'm with you. One quick look at history shows nothing is set
           | in stone and it can always get worse.
        
           | jklinger410 wrote:
           | > I think the problem is that you were raised to think that a
           | "good and just" world is one where there is no risk, no
           | variability, and limited self-reliance.
           | 
           | I think that children are generally raised to not believe
           | there is "risk" associated with listening to experts. This
           | means specialists like Doctors but also politicians and
           | military officials.
           | 
           | The idea that there could be a grift set up to take advantage
           | of people in the medical space, for instance, which is highly
           | regulated and supposed to be for the benefit of people first
           | and for generating capital second, is not intuitive to
           | children.
           | 
           | In fact a wide array of industries and services in the United
           | States, and the world (to not be political, as some commenter
           | said) are set up to take advantage of children or naive young
           | adults.
           | 
           | Secondary education and student loans is a glaring example of
           | this.
           | 
           | > The default state is for none of these services and
           | protections to exist whatsoever
           | 
           | In all of human history this is mostly untrue. Humans have
           | always formed societies, and those societies have always
           | provided services for their people. In fact, before
           | capitalism, most of these services were provided in-kind as a
           | right of being a part of the tribe.
           | 
           | This idea that every person is born as an individual and
           | nothing is granted to them belongs to a certain political
           | ideology that is designed to make sure people feel entitled
           | to nothing, and keep things in the private industry, and keep
           | government small. But I digress.
           | 
           | Of course someone has to provide the service, and collect the
           | materials for the service. And that person deserves to be
           | compensated for that work. But the idea that the default
           | state of a human is to be alone with nature and subject to
           | pure individualism is simply not true, and never has been the
           | norm, until that idea was used to justify not providing
           | people with anything.
           | 
           | > Everything beyond nothing is an imperfect and unstable
           | solution held together with duct-tape
           | 
           | This idea is also untrue. We've had a lot of time to perfect
           | these things. If we can build skyscrapers and infrastructure
           | to maintain them, we can provide these services. You are
           | conflating political ideology and economic motivation with
           | literal ability. The ability is absolutely there, and was in
           | the past as well. There is something different going on that
           | causes these systems to be "held together with duct-tape" and
           | it's actually other humans actively trying to destroy these
           | systems, not that they are impossible.
        
             | s1artibartfast wrote:
             | I almost completely agree, and think we mainly disagree on
             | the nuances.
             | 
             | >The idea that there could be a grift set up to take
             | advantage of people in the medical space, for instance,
             | which is highly regulated and supposed to be for the
             | benefit of people first and for generating capital second,
             | is not intuitive to children.
             | 
             | The first thing I wanted to touch on is the idea of grift.
             | Just because some has their interests ahead of yours
             | doesn't mean they are a grifter. I think the childish view
             | is the expectation that other people put your interests
             | above their own, like the selflessness of a loving parent.
             | A doctor doesnt put your individual wellbeing above their
             | own, but that doesnt make them a grifter or a bad person.
             | Expecting that kind of selflessness is entirely
             | unrealistic, and is what causes cognitive dissonance when
             | it clashes with reality. Thats not to say that grifters
             | dont exist, who actively manipulate and deceive, but simply
             | having unrealistic expectations for something does not make
             | it a grift.
             | 
             | One example would when a doctor doesn't provide the depth
             | of care and consideration the patient wants or would expect
             | from a selfless caregiver. Most people come to the
             | realization that they need to provide the drive and
             | motivation for their own care, and doctors are just hired
             | experts to help with things you cant do. You have to manage
             | them and tell them what you want them to do. If you dont
             | manage them like hired help, they will do very little
             | indeed.
             | 
             | >Humans have always formed societies, and those societies
             | have always provided services for their people. In fact,
             | before capitalism, most of these services were provided in-
             | kind as a right of being a part of the tribe. This idea
             | that every person is born as an individual and nothing is
             | granted to them belongs to a certain political ideology
             | that is designed to make sure people feel entitled to
             | nothing, and keep things in the private industry, and keep
             | government small. But I digress.
             | 
             | I didnt mean to say that everyone is an island and forever
             | alone. I mean that these things are not guaranteed
             | entitlements, but conditional on human relations, standing,
             | and mutual exchange. That is to say, they took work to
             | maintain and were subject to constant scrutiny and mutual
             | consent. Even in a tribe, goods and services were not
             | provided unconditionally as some human birthright
             | associated with tribal membership. Instead, they were
             | conditional on good standing and mutual consent.
             | 
             | >This idea is also untrue. We've had a lot of time to
             | perfect these things. If we can build skyscrapers and
             | infrastructure to maintain them, we can provide these
             | services. You are conflating political ideology and
             | economic motivation with literal ability. The ability is
             | absolutely there, and was in the past as well. There is
             | something different going on that causes these systems to
             | be "held together with duct-tape" and it's actually other
             | humans actively trying to destroy these systems, not that
             | they are impossible.
             | 
             | Im not arguing that beneficial institutions and functional
             | societies are beyond human ability. Im saying their
             | existence should not be taken for granted.
        
               | dleink wrote:
               | The quality of the American medical system has
               | deteriorated to such a point that if the Doctors are not
               | the grifters they may at least be culpable for enabling
               | the grift.
        
               | s1artibartfast wrote:
               | That hasn't been my experience. I have never experienced
               | or heard of a doctor deceiving or lying in real life. I
               | dont think I can think of an example from hospitals
               | either.
        
               | jklinger410 wrote:
               | My dental surgeon refuses to design or install an
               | implant. They will only put in the screw for the implant.
               | 
               | Why? Because of a pyramid scheme.
               | 
               | That might not be a direct "lie," but it is misleading.
               | Doctors mislead constantly. They tend to accept norms
               | that are harmful because they are systems outside of
               | their control.
        
               | jklinger410 wrote:
               | I love when I am arguing with someone who I secretly
               | agree with. I appreciate your response.
               | 
               | > A doctor doesnt put your individual wellbeing above
               | their own
               | 
               | I think an example we could both agree on, would be
               | something like...let's say you have several indicators
               | that you might have a type of cancer. But the doctor will
               | say, well let's not do a whole biopsy, because it's
               | expensive and it's not covered by your insurance, and
               | there's a low chance you have this cancer anyway. That
               | might seem like a sensible conclusion to draw, but
               | actually if we were simply caring for every person in a
               | real way, like we would wish to be taken care of
               | individually, we would do that biopsy anyway, because the
               | alternative is death.
               | 
               | Now to draw a parallel to ancient tribes as I was doing
               | earlier, the resources of the tribe dictates the care
               | each tribe member can have. Okay. But we live in one of
               | the most abundant eras in the history of the world. And,
               | strikingly, we also have insane wealth inequality. So
               | what I am positing here is that the default resource
               | allocation for you is much lower than you might assume.
               | People are going to make cost-cutting decisions that
               | impact you greatly. And the only resort is for you is to
               | manage your own health. Not that you SHOULDN'T manage
               | your own health anyway, but this cost cutting resource
               | allocation acts as a kind of betrayal. Things being "held
               | together by duct-tape" is not the vision that children
               | are raised with. We don't assume we are still in a period
               | of being "left behind by the herd" because of how great
               | everything is. But in fact, you will realize, when you
               | see someone deny treatment for their advanced cancer due
               | to finances and "the odds of survival" that in fact, you
               | can be left behind by the herd. And the more you look
               | into the way the healthcare system is structured, you
               | realize that there really is no herd at all. At every
               | step you are paying for help from someone who, in many
               | instances, could care less.
               | 
               | What I am also saying is blatantly that these people make
               | mistakes and sometimes do not care. And there is little
               | recourse for that. Which isn't a point that you
               | addressed, but anyway.
               | 
               | > Instead, they were conditional on good standing and
               | mutual consent.
               | 
               | And this good standing has been converted to currency.
               | Which is a much more isolated and cut throat version of
               | good standing. In many ways it is more unfair. And what
               | you don't realize as a kid is also how EXPENSIVE this
               | "good standing" actually is. To receive the benefits of
               | the technological state we purport to be in you usually
               | have to be upper-class. The poor are often much closer to
               | being completely alone. As if no society exists for them
               | at all.
               | 
               | > Im saying their existence should not be taken for
               | granted.
               | 
               | I, on the other hand, think that they don't go far
               | enough. They aren't good enough. I'm actually not so sure
               | what is being "taken for granted" in a for profit system,
               | I pay every fucking dime of it. I am not impressed with
               | its state.
        
         | xeromal wrote:
         | There's a time in every human's life where the rose tinted
         | glasses wear off and the reality of human living hits you.
        
           | s1artibartfast wrote:
           | agreed. I think we are at a unique time in history where the
           | rose tinted glass can even exists. Where children can live
           | sheltered in a low risk reality well into their 20's and then
           | whiplash and disappointment and cynicism hits them like a ton
           | of bricks.
           | 
           | I think that low baseline expectations is very important for
           | mental health and general resilience.
        
         | kinleyd wrote:
         | It took me a long time to get there, but I eventually did - I
         | agree with every one of things that you listed. Fortunately, I
         | have also learned that there are a whole lot of things that you
         | can do to overcome each of those challenges. It does require a
         | good bit of time to research, understand and apply them - as
         | well as some luck.
        
         | moffkalast wrote:
         | You can always trust people to act in their own self interest,
         | everything else (including your list) can be proven from that
         | first principle.
        
           | jklinger410 wrote:
           | And this makes for a pretty lonely and downright harmful
           | society, when viewed through that lens.
           | 
           | And I'm not going to feel stupid or naive for feeling like
           | children are tricked into believing the opposite is true.
           | 
           | I want to also say, this state that everyone is acting in
           | their self interest is not something we should promote, or be
           | proud of, or assume is the natural state of things. It is a
           | state that we are being forced into, and we are being
           | convinced to accept.
           | 
           | People as individuals are actually very good. And if we were
           | to get over a few little logical fallacies, we could extend
           | that goodness onto our whole society. But there are many
           | reasons why that is considered harmful by some in power, and
           | then many more who are propagandized into agreeing with them.
        
             | shrimp_emoji wrote:
             | Children aren't tricked into believing it because it's
             | actually true. As you point out, people are inherently
             | good, and they act against their self-interest all the
             | time. It's always a mistake though. ;D
        
         | Jun8 wrote:
         | Having experienced healthcare in multiple countries I can say
         | most of the items on your list are pretty much universal,
         | unfortunately. Skipping over the capitalistic and legal issues,
         | which people more or less expect, I'd like to zoom in on your
         | item #3. The fact that doctors are (often) clueless for complex
         | diagnostics (not talking about a broken arm, etc.) is shocking
         | to many people.
         | 
         | I think the two main factors driving this outcome are:
         | 
         | 1. Due to the complexity of the problems they face and the
         | quick diagnosis expected from them, medical professionals are
         | taught to think in an expert system-like if-then statements.
         | Some of these are rules of thumb, some may no longer apply due
         | to latest research, and some may not be applicable to you.
         | 
         | 2. Metabolisms may differ in important ways. A new doctor is
         | trying to make a decision in a highly complicated high
         | dimensional space with the few data points that you provide.
         | This is OK, but they get too confident with their diagnosis.
        
           | jklinger410 wrote:
           | I don't mind point one, and it can be improved in many ways.
           | AI being a huge one.
           | 
           | Point two, though, is just an example of how preventive
           | medicine is forgone due to its cost. The system doctor's use
           | to share data could also stand massive improvements.
        
         | xkcd-sucks wrote:
         | Like, it behooves one to know enough about one's car or house
         | or computer in order to not get scammed/idiot-screwed by
         | mechanics and contractors and tech support
         | 
         | It would be surprising if one's body were different. The
         | general level of faith there seems inconsistent with reality
        
         | sizzle wrote:
         | Any idea how to remove the most common pollutants we run into
         | everyday? I try to avoid high VOC materials and use charcoal
         | filters for water. Kinda lazy to set up reverse osmosis system
         | right now.
        
           | reaperman wrote:
           | 1) You're pretty much just screwed unless you're both _very_
           | wealthy and make this topic your primary hobby /past-time. To
           | really answer this you'd need to do an incredible amount of
           | testing. Like buy 10 of everything you're considering and
           | send off to labs for $100,000 of tests. Or install a million
           | dollars of chemical air quality monitors in and around your
           | home.
           | 
           | 2) _Large_ activated carbon air scrubbers. For air filtration
           | you really need not just HEPA particulate filters, but robust
           | VOC capture. The tiny bit of activated carbon in things like
           | a Winix C535 or Coway Mega /AirMega really don't clean much.
           | Instead, consider something like buying two 10"-12" carbon
           | scrubbers from https://terra-bloom.com and get a matching
           | size of their in-line "Silenced Ultra Quiet EC Fan". You can
           | just stack these three items together and it forms a tall but
           | not horribly ugly appliance that doesn't take up much floor
           | space. You'd probably need to replace the filters once a
           | year, and have quite a few around a normal-sized house, just
           | like standalone HEPA filters (which you'd also probably still
           | want as well).
           | 
           | 3) Wash everything often - bedding, clothes, carpets, floors,
           | walls, appliances, etc. Obviously, attempt to use a soap that
           | won't add additional pollutants. Wash them twice, once with
           | soap then again without soap.
           | 
           | 4) Time. Assuming similar materials, something that is 5
           | years old should have already leeched out a lot of the
           | chemicals which are going to off-gas/transfer/leech from it.
           | So the polluting rate of something 5 years old that's been
           | washed 50 times and already worn and broken in should be
           | assumed to be lower than an identical, new, version of the
           | same thing.
        
       | supertofu wrote:
       | I'm prediabetic with two T2 parents and a T2 grandparent and my
       | primary care doctor is entirely unconcerned about it.
       | 
       | My lowish tech solution to delay (and hopefully prevent!) the
       | onset of T2 is to use a glucose monitor every 2 hours, every day,
       | and create a database of foods with my postprandial blood sugar
       | reaponse at 1.5 and 2 hours. I also keep track of how exercise
       | affects my blood sugar.
       | 
       | Over the last couple years, I have gotten great data on the foods
       | which spike me and the foods which are neutral to my blood
       | glucose.
       | 
       | A lot of foods doctors/the internet tout as "diabetic friendly"
       | (like beans, lentils, corn in any form, brown rice, buckwheat
       | groats, non-granny-smith apples) spike me like crazy. Other foods
       | are totally fine (bananas, snap peas, nuts, steel cut oatmeal,
       | fermented dairy, fish).
       | 
       | Having an autoimmune disorder on top of the prediabetes, I've
       | learned that the only one who cares about my health and longevity
       | is me. My doctors care about my inflammatory markers and nothing
       | else.
        
         | mpreda wrote:
         | What is your weight situation?
         | 
         | Eat less, exercise more, and you may delay T2D. Reduce or avoid
         | fast carbohydrates. Reduce carbohydrates.
        
         | coldtea wrote:
         | > _My doctors care about my inflammatory markers and nothing
         | else_
         | 
         | They care about your payments, more likely...
        
           | jvossy wrote:
           | They're doctors, not CEOs. They are advising based on the
           | behaviors they see from most of their patients, who probably
           | come in asking for quick solutions and are unable to make
           | lifestyle changes stick. Patients who are educated about
           | their own conditions, willing to listen to advice, and able
           | to keep to that advice over the long haul are a very small
           | proportion. Not that doctors shouldn't offer this sort of
           | advice anyway, I am just asking you to please try to
           | understand why they behave in such a way.
        
             | LeifCarrotson wrote:
             | I was talking to my physical therapist this morning about
             | my experience with the recent exercises he'd given me, and
             | I pulled up my Garmin workout calendar to show him my
             | inconsistency. He'd told me to do a particular stretch
             | every 3 hours or 6x/day, and I'd been having several days a
             | week where I'd only completed the routine 4 or 5 times.
             | 
             | He said that level of consistency was fantastic, that at
             | least a third of his patients flat-out told him they hadn't
             | done any of the exercises at all, another third showed no
             | improvements above baseline and he suspected they had lied
             | about it, and the remainder had moderate compliance. When
             | he'd told me 6x/day, he was anticipating 2x on the high
             | end. We adjusted to 4x/day, where morning, lunch break,
             | after work, and before bed were easier habits to stick to
             | than trying to drop and do press-ups in the middle of my
             | 9:00 meetings.
             | 
             | And that's at a sports and fitness-focused PT organization,
             | not an average general practitioner working with median
             | diets and advising a society that by default trends towards
             | diabetes.
        
         | beauzero wrote:
         | Just anecdotal. Was T2 and getting kidney stones every two or
         | three months (cause not related but treatment was). Cut out
         | oxalates which restricted diet. Monitored sugar 3-5 times
         | daily. Switched to carnivore diet + onions and mushrooms and
         | went on Metformin. All at the same time. Did this for 2.5
         | months with no additional exercise. This dropped me down below
         | T2 level. Went off Metformin and am maintaining with same daily
         | testing. Off carnivore for paleo minus anything with oxalates
         | after the 2.5 months strict carnivore.
         | 
         | Strict carnivore for me was steak, hamburger, stew meat fried
         | in butter, mushrooms and onions in butter, bacon, and very
         | sharp cheddar (only on burgers or raw). Eat every bit of
         | gristle and fat. It is very hard to get enough fat.
         | 
         | Brain fog lasted for 10-11 days. Felt fantastic after that.
         | 
         | To keep your carnivore costs down I would recommend stew meat
         | from Costco fried with onions and mushrooms when you can't
         | stand steak or plain burgers.
         | 
         | This has worked for me for the last 6 months. I have no idea
         | what it will be long term. Maybe someone will find something
         | useful in it.
        
           | tracker1 wrote:
           | I've found I do best with a very similar diet... mostly meat
           | and eggs, some cheese and sometimes onions, mushrooms etc. I
           | notice that some starchy foods hit me worse than others.
           | Legumes are pretty bad on how I feel, and spike me to no end.
           | Similar with wheat products. Corn, rice and potatoes spike my
           | glucose, but I don't feel physically ill the next day like
           | with many other foods.
           | 
           | It sucks, and I wind up cheating 2-3x a week (I live with
           | people that eat different than I do).
        
           | nextos wrote:
           | Check the work of David Unwin from NHS, who has reversed T2D
           | in many patients using dietary interventions:
           | https://www.diabetes.co.uk/blog/2015/08/dr-david-unwin-
           | publi...
           | 
           | This publication is a good starting point to his approach.
           | Early time-restricted eating of low sugar and low starch
           | meals is the key: https://nutrition.bmj.com/content/bmjnph/ea
           | rly/2023/01/02/bm...
        
             | nradov wrote:
             | Other researchers have also achieved T2D remission in many
             | patients through nutritional ketosis (carbohydrate
             | restriction).
             | 
             | https://doi.org/10.1007/s13300-018-0373-9
        
               | kshacker wrote:
               | And here I am following a WFPB diet with high carbs and
               | reversing my A1C + some other markers.
               | 
               | My philosophy is that many diets work, you just can not
               | have a cocktail. Our body is not a hybrid car. It takes
               | time to switch/
               | 
               | Choose what you can live with - high carb, low carb, keto
               | - and stay focused.
        
           | thrwwyfrobvrsns wrote:
           | Sumo wrestlers kind of fascinate me in this regard. It's very
           | rare to find a professional who is diabetic, even though they
           | eat one big carb-heavy meal a day and are morbidly obese.
           | IIRC, this is explained by their low visceral fat levels,
           | which are driven by high adiponectin levels that are
           | themselves driven by their intense workouts and consistent
           | sleep habits. Their high subcutaneous fat proportion is
           | actually thought to be protective. T2D catches up to them
           | after they retire and stop exercising and sleeping well.
           | 
           | Their experience touches on 3 factors:
           | 
           | >Exercise volume (which, according to newer research, should
           | be spread out over the course of the day)
           | 
           | >Diet (which should be focused not just on maintaining
           | steady, low blood sugar levels, but on dietary factors that
           | encourage subcutaneous rather than visceral fat deposition)
           | 
           | >Sleep quality
           | 
           | The last, I think, is extremely undervalued. My father
           | developed T2 in his 30s, and it progressed consistently until
           | he was diagnosed with sleep apnea and received treatment.
           | Around the same time, his work schedule finally became more
           | reasonable after a career of early mornings and late nights.
           | This is someone who had to pass annual physical fitness exams
           | for his job, cooked and ate relatively healthily, etc. I'm
           | convinced it was the years of poor sleep that set him up for
           | insulin resistance.
        
           | hombre_fatal wrote:
           | Sounds like a good way to trade one problem for another.
        
         | gregschlom wrote:
         | Get a continuous glucose monitor. You should be able to
         | convince your doctor to write you a prescription for it. If
         | not, there brands that will do the prescription for you after a
         | quick video call with a doctor (but they're more expensive).
         | 
         | Also the FDA cleared at least one brand of CGM to be sold
         | without a prescription, starting "summer 2024":
         | https://www.dexcom.com/stelo
         | 
         | You should expect to pay $80 - $200 per device, and they last
         | one 14 days, but the insight they give is really worth it.
        
         | rdedev wrote:
         | Is it conclusively proven that glucose spikes influence the
         | risk of T2D by a big margin? Like imo calorie balance is more
         | influential than glucose spike. This is all assuming that you
         | are currently healthy. I don't think spiking blood glucose is a
         | good idea of you are diabetic
        
         | galago wrote:
         | I was diagnosed with T2 last year, and started a CGM (Freestyle
         | Libre 3) like you did. I started off with lists of foods I
         | could eat, but the monitor let me see actual data on what was
         | happening. Its not very accurate, but the absolute numbers
         | don't matter as much as seeing the actual trend effect on my
         | own body. I never let it go over 150, ever. I can eat some
         | legumes in moderation, but your specific body may be different.
         | I initially took Metformin, but discontinued. My last A1C was
         | 5.1 and and endocrinologist I was consulting with put in his
         | notes that my diabetes is "remission." So, if you're
         | prediabetic, keep at what you're doing. I eat very little meat,
         | btw, so while that might work for some people, its not strictly
         | necessary.
        
         | photon_lines wrote:
         | I already mentioned some of this in another response, but I'll
         | include it here as well: you can take measures to not have to
         | take medication / insulin if you have type 2 diabetes. The
         | number one thing to avoid it is to stay lean and not be over-
         | weight, but some other things which can greatly help out:
         | 
         | - Exercise: 'Exercise plays a major role in the prevention and
         | control of insulin resistance, prediabetes, GDM, type 2
         | diabetes, and diabetes-related health complications. Both
         | aerobic and resistance training improve insulin action, at
         | least acutely, and can assist with the management of BG levels,
         | lipids, BP, CV risk, mortality, and QOL, but exercise must be
         | undertaken regularly to have continued benefits and likely
         | include regular training of varying types. ' - Source:
         | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2992225/
         | 
         | - Intermittent fasting: there's great evidence that IF
         | (intermittent fasting) can put it in remission:
         | https://www.endocrine.org/news-and-advocacy/news-room/2022/i...
         | 
         | - Minimally processed and ketogenic diet: avoid foods which
         | have sugar or high-fructose corn-syrup and mostly stick to low-
         | glycemic index minimally processed foods. 'Diets with a high
         | glycaemic index and a high glycaemic load were associated with
         | a higher risk of incident type 2 diabetes in a multinational
         | cohort spanning five continents. Our findings suggest that
         | consuming low glycaemic index and low glycaemic load diets
         | might prevent the development of type 2 diabetes.' - Source:
         | https://www.thelancet.com/journals/landia/article/PIIS2213-8...
         | 
         | - Take a teaspoon with turmeric + black-pepper daily: 'Clinical
         | trials and preclinical research have recently produced
         | compelling data to demonstrate the crucial functions of
         | curcumin against T2DM via several routes. Accordingly, this
         | review systematically summarizes the antidiabetic activity of
         | curcumin, along with various mechanisms. Results showed that
         | effectiveness of curcumin on T2DM is due to it being anti-
         | inflammatory, anti-oxidant, anti-hyperglycemic, anti-apoptotic,
         | anti-hyperlipidemia and other activities. In light of these
         | results, curcumin may be a promising prevention/treatment
         | choice for T2DM.' - Source:
         | https://www.preprints.org/manuscript/202404.1926/v1
        
       | kapitanjakc wrote:
       | Dumb question here :-
       | 
       | My father has diabetes since he was 30, my grand father had it
       | too in his 30s.
       | 
       | I am beginning my 30s, will I get it too ?
       | 
       | Is it guaranteed that I'll get it ?
       | 
       | Can I avoid getting it ?
       | 
       | Both my father and grandfather had heart attacks...
        
         | shrimp_emoji wrote:
         | > _Can I avoid getting it ?_
         | 
         | Yeah, by losing weight. Unless the reason they got it is
         | because of some autoimmune timebomb that's genetically
         | programmed to go off in the 30s and destroy the pancreas.
        
           | jevogel wrote:
           | FFor more context:
           | 
           | Type 1 diabetes (T1D) is an autoimmune disease. Your own
           | immune cells attack your insulin-producing beta cells in your
           | pancreas, leading you to lose the ability to produce insulin
           | to absorb glucose from the blood. You will lose weight, be
           | frequently thirsty, and have to pee frequently. T1D seems to
           | have a genetic factor which you can be tested for.
           | 
           | Type 2 diabetes (T2D) is a lifestyle disease where you become
           | less sensitive to the insulin that your body produces. It can
           | be prevented by maintaining healthy diet, exercise, and
           | weight, and it can usually be detected early as prediabetes.
           | There may be a genetic factor predisposing you to T2D, but I
           | don't know if there are tests for it.
           | 
           | You need to know which disease your family had to know which
           | answer it is. They are two totally different diseases that
           | just happen to both be related to insulin.
        
         | sgt101 wrote:
         | It depends on genetics and luck.
         | 
         | The luck part is that it seems that infections trigger the
         | autoimmune reaction that kills the pancreas. The genetics bit
         | is that you may or may not have got the gene from your father.
         | 
         | Most people die of heart attacks in the end. Factors like
         | smoking, lifestyle and fighting in wars are probably more
         | important than well managed type 1 nowadays. The big difference
         | now is that the insulin is human insulin, made by genetically
         | engineered microbes. In the past it was harvested from animals
         | and it didn't work as well. Also constant blood monitoring
         | means that highs and lows can be detected and fixed before
         | damage is done. So - things have moved on, there isn't as much
         | to be frightened of, I'm sorry your dad died young, but you
         | will probably be ok.
        
         | photon_lines wrote:
         | I can't answer this question for you, but some life-style
         | factors which I think will help you avoid getting it are
         | provided below:
         | 
         | - 5-10g of vitamin D daily (assuming you're talking about type
         | 1 diabetes) - type 1 diabetes is an auto-immune disease, and
         | vitamin D plays a huge role in regulating our immune systems.
         | In fact, type 1 diabetes is more prevalent for those who move
         | from warmer countries to colder ones where there's less
         | sunlight that those who do the opposite.
         | 
         | - Exercise: probably the single best thing you can do for your
         | brain and body, and does a wonder in regulating the immune
         | system and helps out many with not just diabetes, but with a
         | ton of other disorders and the higher intensity the exercise,
         | the better. Exercise which increases your VO(2) max here is the
         | best - both strength training and interval training are highly
         | effective.
         | 
         | - Intermittent fasting (and staying lean): assuming that you're
         | attempting to avoid type 2 diabetes, there's great evidence
         | that IF (intermittent fasting) can put it in remission:
         | https://www.endocrine.org/news-and-advocacy/news-room/2022/i...
         | 
         | - Minimally processed and ketogenic diet: avoid foods which
         | have sugar or high-fructose corn-syrup on the ingredients list.
         | In fact, in my case, I try to avoid any foods with more than 5
         | ingredients and try to stick to mostly a plant based and keto
         | diet (this definitely helps with type 2 diabetes). Also avoid
         | high-glycemic index foods (high-glycemic here means ability to
         | 'spike' sugar and you can find the glycemic index of most foods
         | through a simple good search. More info on this index:
         | https://en.wikipedia.org/wiki/Glycemic_index ).
         | 
         | - Take a teaspoon with turmeric + black-pepper daily: 'Clinical
         | trials and preclinical research have recently produced
         | compelling data to demonstrate the crucial functions of
         | curcumin against T2DM via several routes. Accordingly, this
         | review systematically summarizes the antidiabetic activity of
         | curcumin, along with various mechanisms. Results showed that
         | effectiveness of curcumin on T2DM is due to it being anti-
         | inflammatory, anti-oxidant, anti-hyperglycemic, anti-apoptotic,
         | anti-hyperlipidemia and other activities. In light of these
         | results, curcumin may be a promising prevention/treatment
         | choice for T2DM.' - Source:
         | https://www.preprints.org/manuscript/202404.1926/v1
        
       | tekgnos wrote:
       | It's all vibes! Type 1 here for 28 years.
       | 
       | You are on the right path here but I think you are missing the
       | "big players" for lack of a better term. The prediction software
       | available now (open source) is quite good and works with
       | different types of CGMS and pumps. You are really going to want
       | to look at Loop.
       | 
       | Loop basically collects the inputs in the app automatically for
       | insulin if you use a pump. I'm on the Omnipod DASH and Loop works
       | with a few, Omnipod being my favorite. You can also input
       | injections. It can also collect CGMS data automatically from that
       | system. It works with Dexcom and others (I think Libre). You
       | manually input carbs, and you are still gonna do that based on
       | VIBES. After that, you get these magic prediction lines that show
       | you where you are headed. And with the pump, it can add or lower
       | insulin amounts (closed loop mode) to keep you in range. Pretty
       | common to be 75-90% in range!
       | 
       | Check it out:
       | 
       | https://github.com/LoopKit/Loop https://www.loopnlearn.org/
        
         | Suppafly wrote:
         | Off topic, but if skip your first sentence and the later
         | mention of insulin, this reads like an acronym and jargon
         | filled comment that could be about anything. Like you could
         | refactor the comment to be about AI LLMs or something.
        
           | pneumatic1 wrote:
           | I understand the entire comment and it literally could not be
           | about anything other than managing diabetes.
        
       | tracker1 wrote:
       | Definitely get the "vibes" statement on how much insulin... I can
       | literally have the same meal two days in a row, and one day it
       | takes half as much to manage, or I'll overcorrect need to drink
       | some tang or something similar.
       | 
       | I'm T2D, with a completely borked metabolism and gastroperesis
       | (thanks trulicity/ozempic). If I can manage to stick to mostly
       | meat and eggs, I hardly need any insulin and am very stable.
       | Unfortunately, I live with people who don't eat that way, and I'm
       | weak in terms of temptation.
        
       | qwerty456127 wrote:
       | Why does hypoglycemia happen in people with diabetes? Healthy
       | people can stay active for weeks without food and for many years
       | almost without dietary carbs (on just fats and proteins - see
       | carnivore and keto diets). How comes gluconeogenesis from
       | triglyceride glycerol and from amino acid fails to cover the
       | essential glucose needs?
        
         | mjaniczek wrote:
         | I suspect it happens because of your externally provided
         | insulin (as in, you caused your hypoglycemia by injecting too
         | much).
         | 
         | IDK if hypoglycemias happen naturally in T1Ds in situations
         | where they don't in healthy people. I assume that eg. when
         | exercising too much etc., even a healthy person would get a
         | hypoglycemia?
        
         | DavideNL wrote:
         | I think it's simple: because they injected too much insuline at
         | some point before the hypoglycemia;
         | 
         | Which obviously "never" happens to non-diabetics, because the
         | pancreas regulates this automatically, adjusting to
         | circumstances as required.
        
         | davidthewatson wrote:
         | The previous commenters are correct. T1D here. Sorry for the
         | book.
         | 
         | I think you are correct but you may be overstating the case
         | when you say, "healthy people can stay active for weeks without
         | food". Carbs, yes. But its worth noting that Zach Bitter, who
         | holds records in ultra marathon emphasizes multi-modal fueling
         | for lack of a better frame, i.e ketogenic leaning for fat
         | burning and carbs when needed; not perfect ketogenic diet. As
         | we like to say on HN, "dynamic at run-time".
         | 
         | Exogenous insulin is the root cause of most hypoglycemia in
         | insulin-dependent diabetes. There are other causes but they are
         | relatively minor. Exercise, alcohol. Most people do not
         | exercise or drink in a focused enough way for those to be major
         | causes of hypoglycemia in insulin populations.
         | 
         | Insulin is just another pill with dramatically worse side
         | effects than an actual pill, except maybe macrodosing
         | psychedelics instead of microdosing glucagon.
         | 
         | You are correct in your macro diet analysis, except that
         | fasting and ketogenic approaches are far more complex in
         | concert with exogenous insulin than most people realize. If you
         | have an endocrinology or organic chemistry background, this may
         | be worth a shot; but the biochem is complex.
         | 
         | The LSS of your last question is that you don't have discrete
         | conscious control of gluconeogenesis or much else in metabolism
         | because it is all driven by well-functioning hormonal changes
         | in the autonomic nervous system.
         | 
         | Again, "dynamic at run-time". The dynamics of insulin,
         | glucagon, exercise, and fasting are far too complex to make
         | this a one and done, simple prescriptive approach.
         | 
         | It's unusual, but I've practiced these approaches for decades,
         | much to the chagrin of my health care team. That team being
         | highly educated and experienced know the statistical outcomes
         | and they're not good.
         | 
         | There are numerous problems with these approaches in diabetic
         | populations who may not have the genetic sensors which make
         | these states survivable, i.e. not all humans can feel changes
         | in glycemia so overdosing insulin is a daily challenge to
         | survival.
         | 
         | CGMs are not a cure-all either since the veracity and failure
         | rates are poor by medical device standards.
         | 
         | I should know. I've worn a continuous glucose monitor for more
         | than five years including two CGMs concurrently the last few
         | years. They work great for some people.
         | 
         | In my case, they're horribly inaccurate (off by hundreds of
         | md/dl) and when I was wearing a closed loop insulin pump, they
         | are root cause of both overdose and underdose states leading to
         | damning hypo and hyper glycemia since the pump has no way of
         | knowing it's being led astray. I'm sure this is covered in
         | cybernetics, control theory 101, or the like. At least I hope
         | so.
         | 
         | Some, like me, can feel the glycemic changes and this promotes
         | survival. T1D without glycemic sense may be a death sentence
         | because the path from consciousness to unconsciousness is quick
         | and these states are frequently not survivable without
         | immediate action or a world class ER trauma team.
         | 
         | There's a reason T1D is classified as a wicked problem, like
         | COVID.
         | 
         | This is why nocturnal hypoglycemia is dangerous even for those
         | who can feel glycemic changes. Trust me, after 50 years of
         | playing this game nightly, I'm not kidding when I say it takes
         | Goggins-levels of asceticism, compulsiveness, and self-care.
         | 
         | I believe it's worth R&D spending and a cohort like me who have
         | the biomarkers for surviving these approaches, but n=1. There
         | may be others but I've not interacted with them directly.
         | 
         | Here's a well-cited oldie but a goodie on the complexity of
         | diabetes for the obsessively curious:
         | 
         | https://www.researchgate.net/profile/Philip-Cryer/publicatio...
        
       | a3n wrote:
       | T2 diabetic. Metformin, and Trulicity. Although Trulicty has been
       | hard to find recently, so I'm doing without and working harder on
       | my management practices, which is working well. I am not a doctor
       | and I don't know you.
       | 
       | Interesting range of comments.
       | 
       | I think that whatever you do to manage your diabetes, logging
       | data (meds, food, glucose, weight and bp for me) makes it more
       | effective.
       | 
       | I've found that managing my diabetes and weight is better when I
       | log. Just a text file. It keeps me honest with myself, and keeps
       | my management practices front-of-mind. It's encouraging when I'm
       | doing well, even very slightly exciting. And since I've learned
       | not to beat myself up, it's gently self-corrective.
       | 
       | Going off logging, I slide out of control.
       | 
       | Anyway, that works for me, so it should work for anyone. Right?
       | :-)
        
       | CollinEMac wrote:
       | I'm a Type 1 diabetic living the United States and my experiences
       | have been a bit different.
       | 
       | > This is called "closed loop" or "artificial pancreas", and
       | getting one officially is very hard or impossible: not FDA
       | approved yet / you need to be part of an university study to get
       | one / ... It's one of those things that "will be here in 5
       | years", they say every year for the past 30 years.
       | 
       | These exist now. I've had one for a few years now. Medtronic
       | 670G.
       | 
       | > My treatment is usually: keep the Freestyle Libre app on my
       | phone open as much as possible and when I see my BG's getting
       | high, I inject a small amount of insulin. How much? No idea. IT'S
       | ALL VIBES.
       | 
       | Your correction factor is
       | 
       | CF = 100 / (Total Daily Dose).
       | 
       | To make a correction you do
       | 
       | Additional insulin to administer = (current blood glucose -
       | target blood glucose) / CF
       | 
       | Now, even after doing this you'll still have blood sugar spikes
       | and dips but this should get you most of the way there when
       | combined with diet and exercise with very little "vibes"
       | involved.
        
       | helsinki wrote:
       | Just get a Tandem T-Slim and Dexcom G7. My A1c went from 7.8 to
       | 6.2.
        
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