[HN Gopher] Low dose radiation cancer 2x worse than predicted by...
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       Low dose radiation cancer 2x worse than predicted by LNT model
        
       Author : pfdietz
       Score  : 142 points
       Date   : 2023-08-18 13:20 UTC (9 hours ago)
        
 (HTM) web link (www.bmj.com)
 (TXT) w3m dump (www.bmj.com)
        
       | m_dupont wrote:
       | Yeah the title here really overstates the strength of the
       | conclusions.
       | 
       | Didn't read every table in the paper but they clearly state that
       | a linear fit was parsimonious with the data, and adding quadratic
       | and exponential terms only modestly improved the performance but
       | neither even had a p-value of less than 0.05 (I am aware that
       | overreliance on p-values is a bit of an issue, but nonetheless).
       | 
       | Its also easy to see from the graph in the paper that the linear
       | fit goes through all the error bars.
       | 
       | * edit / Disclaimer: only skim-read the article, I should be
       | working right now
        
       | ldjkfkdsjnv wrote:
       | I'm extremely suspicious of xray machines at the dentist and the
       | doctors office. I refuse any xray that isnt absolutely vital.
       | Medical professionals do them as a box checking exercise to
       | prevent mal practice law suits, but they are largely useless.
       | They do catch issues, but if you are young and healthy, the
       | radiation risk is definitely there.
        
         | eternityforest wrote:
         | Another reason to be more injury avoidant than most young
         | people usually are! I have lots of friends who sometimes have
         | to go to the doctor for a sprain or hairline fracture or
         | something, often from sports.
         | 
         | It just doesn't seem worth it to do stuff like volleyball or
         | any high impact sport.
        
           | nradov wrote:
           | Fractures are very rare in volleyball. High impact sports
           | such as weightlifting are critical for bone health and
           | building skeletal muscle. Lack of bone density and
           | insufficient muscle are certainly more dangerous than an
           | occasional x-ray.
           | 
           | https://peterattiamd.com/ama37/
           | 
           | I do agree with avoiding sports that have a high risk of
           | concussions due to head impacts.
        
             | eternityforest wrote:
             | Lots of people seem to make it to old age, still being
             | almost as healthy and active as an average young person,
             | sans any broken bones, without lifting much of anything
             | heavy or playing any sports, they seem to just do causal
             | swimming or hiking or tai chi or something.
             | 
             | And there are gym rats who have a life of all kinds of
             | random aches and pains despite being very strong, then have
             | heart attacks, so I'm super confused on what you're
             | actually supposed to do, but it definitely seems like
             | there's a limit to how much people really need for close to
             | optimal health.
             | 
             | The science seems pretty clear that having muscle is better
             | for your health, but it seems really hard to figure out how
             | much is actually needed, and whether someone who's already
             | reasonably in shape from walking and doing projects
             | actually needs any lifting outside the "near zero injury
             | chance and you probably won't be sore tomorrow" range for
             | maximum health issues prevention.
        
               | nradov wrote:
               | There is certainly a genetic component to bone health,
               | but on average most people aren't able to build up enough
               | bone mineral density and skeletal muscle without lifting
               | heavy weights. You're dreaming if you believe you can get
               | in shape by walking and doing some casual projects (heavy
               | manual labor is another story). Beyond a certain age it
               | becomes essentially impossible to build those up, and
               | then you start gradually declining year by year. Do you
               | want to spend the last years of your life crippled
               | because you fell down the stairs and broke a hip?
               | 
               | In order to figure out how much muscle is needed, decide
               | what you want to be able to do when you're old and then
               | work backwards from there.
               | 
               | https://peterattiamd.com/how-to-train-for-the-
               | centenarian-de...
        
       | rich_sasha wrote:
       | I understood LNT is already considered to be too pessimistic at
       | low dose. Would this mean it is in fact optimistic? And low dose
       | radiation is actually quite bad?
        
         | pfdietz wrote:
         | [flagged]
        
         | kortex wrote:
         | I think the main takeaway is we probably should not put too
         | much stock in a linear-time-invariant-cumulative model of
         | radiation mapping to cancer risk. Sure it's the easiest to
         | calculate, but that's the streetlamp search fallacy.
         | 
         | It's far more likely that the shape of the radiation dose curve
         | matters quite a bit on how the body responds. E.g. the
         | difference between 10 discrete 1 Gy events, vs one 10 Gy event,
         | vs 10 Gy absorbed over a year.
        
           | csours wrote:
           | This is something I don't understand about sunburn - If I'm
           | exposed to 15 minutes straight of sunlight, I will burn, but
           | in 2-5 minute chunks spread out over several hours, I can
           | tolerate much more.
           | 
           | Is there an equation for this? Like a small coefficient with
           | a high power? 0.1*Te^4 ?
           | 
           | Or am I wrong about how sunburn works?
           | 
           | This one just shows time as a straight factor, no exponent:
           | 
           | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6345802/#:~:tex.
           | ...
        
             | peteradio wrote:
             | Saturation. This impacts so many different systems. You
             | can't really model it with simple polynomials, it requires
             | step functions.
        
       | [deleted]
        
       | paulmd wrote:
       | I really dislike the way various "skeptic" communities tend to
       | rally around "X thing is safe/maybe actually good". Like global
       | warming is another example.
       | 
       | Science already tends to be very conservative and build a lot of
       | bias towards the null hypothesis. And then amateur skeptics take
       | that and add even further bias towards null/maybe-actually-good.
       | Maybe global warming will make the plants grow better (no), maybe
       | it won't do anything at all (no)!
       | 
       | These very faint studies around things like radiation hormesis
       | get blown into loud dissent that "maybe radiation actually
       | good?". But god forbid you ask them to wear a mask to prevent the
       | spread of a deadly disease, they want to see long-term studies in
       | triplicate with massive p-factors.
        
         | VancouverMan wrote:
         | > But god forbid you ask them to wear a mask to prevent the
         | spread of a deadly disease, they want to see long-term studies
         | in triplicate with massive p-factors.
         | 
         | That's a strange example to use to try to back up your
         | argument, especially considering the data and observations we
         | now have available to us.
         | 
         | It's scientifically established at this point that those who
         | questioned masking were absolutely correct: masking did not
         | have a significant preventative, nor even mitigative, impact on
         | case counts.
         | 
         | What might be among some of the largest and most extensive
         | scientific experiments ever performed confirm this.
         | 
         | For example, tens of millions of people across Canada were
         | forced to mask for well over a year in most regions, and two
         | straight years in Toronto (the fourth-most populous city in
         | North America).
         | 
         | Yet, despite masking being universal in public for an extended
         | duration, there were multiple significant increases and
         | decreases in case counts over time in such regions.
         | 
         | Had masking been effective at preventing, or even just
         | mitigating, the spread, then those observed case count
         | fluctuations would not have happened to begin with.
         | 
         | Even scientific observation as basic as watching masked
         | individuals outdoors in colder autumn and winter temperatures
         | showed why masking was ineffective: notable and visible clouds
         | of water vapour would be expelled with each breath the masked
         | individuals took, despite the masks supposedly limiting or
         | preventing that from happening.
         | 
         | For most of the widely-used masks, and even respirators as
         | commonly worn, the vapour would often be concentrated as it
         | exited the mask and was directed through gaps where it
         | contacted the wearer's face.
         | 
         | In busier urban settings, this would effectively expose those
         | in the vicinity to a concentrated dose of another individual's
         | breath. Masks that didn't prevent egress of such vapour also
         | didn't prevent ingress.
         | 
         | The same effect was happening indoors, and during warmer
         | conditions, but just not as easily observable as during colder
         | temperatures.
         | 
         | So, it's scientifically established at this point that there is
         | no epidemiological nor physical basis to support masking.
         | 
         | Maybe there's a better example you could have found to support
         | your argument.
        
         | talldatethrow wrote:
         | My parents have owned homes and grown many food plants in many
         | cold coastal climates near water (let's say Oregon) and in hot
         | valley climates (ca central valley) where there is definitely
         | less water.
         | 
         | Things grow much better in the warmer area, but you have to
         | water like crazy.
         | 
         | I personally do wonder if we couldn't grow food where the water
         | is, if only those areas weren't as cold as they currently are.
         | Obviously makes you wonder if the rainfall in those areas would
         | still stay.
        
           | Retric wrote:
           | Cold northern climates are cold because they get less
           | sunlight which then translates into lower temperatures.
           | Simply increasing temperature wouldn't provide more sunlight
           | in the spring and fall which means the growing seasons don't
           | actually expand nearly as much as you might think.
           | 
           | Also, we can grow stuff as far north as Canada while the
           | equator runs though South America. People used to Mercator
           | projections get a wildly incorrect view of what earth's
           | surface looks like, but in reality the loss of farmland
           | wildly outweighs any possible gains.
        
             | talldatethrow wrote:
             | It can't just be the sun. Growing tomatoes in a yard in
             | Marin even has different time tables and IMO yield than it
             | does in the valley just east of it.
        
               | Modified3019 wrote:
               | Yeah it's not just available sunlight, though that is a
               | significant one.
               | 
               | Another factor in plant growth is that chemical reactions
               | happen "faster" the greater the temperature. While
               | temperature doesn't have as an extreme direct effect on
               | plants as it does microbes, the effect is still
               | absolutely there.
        
         | peteradio wrote:
         | Why do you think a skeptic of one thing automatically
         | subscribes them to all skeptical theories?
        
           | mhh__ wrote:
           | Of those who speak their views on such things they are often
           | very well correlated.
        
             | peteradio wrote:
             | So what? I'm not really seeing the relation of masks to
             | radiation, those are two orthogonal beliefs and bringing
             | them up together is something of an ad hominem on a
             | strawman.
        
         | pfdietz wrote:
         | The hilarious thing is that hormesis, taken seriously, would
         | make one think the risk curve has a negative second derivative,
         | as this study suggests it does. So a hormesis fan should have
         | been suggesting LNT was underestimating the danger of low dose
         | radiation.
        
           | snarkconjecture wrote:
           | All of the graphs in the literature suggest a positive second
           | derivative. Why do you say negative? AIUI the model is that
           | hormesis kicks in even for extremely small amounts of
           | radiation, but has a limited effect and is overwhelmed by the
           | negative effects of larger amounts.
        
             | pfdietz wrote:
             | I say negative because that's what this study is suggesting
             | -- the slope of the curve is higher at lower dose than at
             | higher doses.
        
               | queuebert wrote:
               | That doesn't mean negative. The curve could be flat, then
               | steeply rises to match LNT at some point.
        
               | pfdietz wrote:
               | It means that somewhere the second derivative must be
               | negative (proof: take the derivative, then apply the mean
               | value theorem of calculus)
        
           | scythe wrote:
           | No it wouldn't. The hormesis hypothesis proposes that the
           | body's repair mechanism from a low dose of radiation yields
           | benefits that outweigh the damage of the radiation.
           | Eventually those internal repair mechanisms are overwhelmed,
           | leading to a positive second derivative.
           | 
           | There is no specific evidence for hormesis (i.e. evidence
           | lacking good alternative explanations) nor are there
           | reasonable proposed mechanisms by which this would happen.
           | But we should be clear about what it says.
        
             | pfdietz wrote:
             | No, what the hormesis idea suggests is that radiation
             | induces an increase in repair mechanisms. So, add
             | radiation, you boost defense mechanisms, and more radiation
             | then has less effect. The curve is bent downward, the
             | second derivative is negative.
        
         | User23 wrote:
         | Radiation hormesis isn't a fringe theory though[1]. Now it may
         | not be correct I can't speak to that. I do know though that
         | many reputable scientists consider it a possibility. The body
         | produces useful adaptations to pretty much every other stressor
         | in sufficiently low doses so why would radiation be different,
         | especially given that life evolved in the presence thereof.
         | 
         | Edit: I wouldn't be shocked though if the typical background
         | dose is close to the maximum hormetic exposure and all but the
         | smallest additional dosage starts the slide down the curve.
         | 
         | [1] https://pubmed.ncbi.nlm.nih.gov/33420860/
        
         | altrigjtroll wrote:
         | Its pretty well known that increases in CO2 aka global warming
         | do cause plants to grow better. The world is getting greener.
         | 
         | The more C02 the more plants grow.
        
         | stefantalpalaru wrote:
         | [dead]
        
       | scythe wrote:
       | I drew a line on Figure 1.
       | 
       | https://i.postimg.cc/3r6vgz5s/cancer-lntm.jpg
       | 
       | I was careful to ensure it was horizontal (y = 308 px, thanks
       | GIMP). It is apparent that cancer rates at 60, 120, 180 mGy were
       | higher than at 240 mGy. This may raise some questions about how
       | to interpret the data.
        
         | psychphysic wrote:
         | Do you know what a confidence interval is?
        
           | Mathnerd314 wrote:
           | I think that's the point, the paper is saying "a linear model
           | was a good fit" when P=0.11. It's not at all a strong fit,
           | compared to e.g. physics where p=1e-5 is desired. You'd think
           | with 300k data points the results would at least be
           | "statistically significant", p<0.05. The only data they
           | present is averages over countries so I wouldn't be surprised
           | if there was a huge effect of which site the worker was at,
           | and their analysis deliberately ignores this effect by
           | averaging, instead of including it as an explicit variable
           | that explains most of the variation.
        
           | scythe wrote:
           | I work in this field. I know lots of statistics. Do you?
        
             | psychphysic wrote:
             | X DOUBT.
        
       | pazimzadeh wrote:
       | How do we reconcile this with the study which found that low dose
       | radiation surrounding atomic bomb detonation was protective?
       | 
       | Low-dose radiation from A-bombs elongated lifespan and reduced
       | cancer mortality relative to un-irradiated individuals
       | https://genesenvironment.biomedcentral.com/articles/10.1186/...
        
         | cududa wrote:
         | This is one study. There have been endless studies showing the
         | negative effects of people near the Trinity test site. In fact,
         | the government still pays out money to victims. This is a
         | nonsense study that was never reproduced. Moreover, Japan
         | provided extraordinary health care to victims that survived the
         | bombings.
         | 
         | I'm as pro-nuclear energy as you can get, but trying to hand
         | wave away the dangers of radiation exposure is actively
         | detrimental to the cause.
         | 
         | https://www.justice.gov/civil/common/reca
        
         | api wrote:
         | Different forms of radiation maybe?
        
         | psychphysic wrote:
         | It's in the article
        
         | kortex wrote:
         | I'm guessing it might have something to do with the "impulse
         | curve" of the radiation. Atom bomb would look like a spike with
         | exponential decay. This study looks at constant low-grade
         | exposure. It might be that a single main radiation event (if it
         | doesn't acutely kill or sicken you too bad) causes an
         | inflammatory response and increased mutation detection, while
         | constant low-grade provides many more opportunities for errors
         | to slip through the cracks.
        
       | omgJustTest wrote:
       | Note: the title is misleading and contrary to the authors'
       | conclusion. Where are the moderators?
       | 
       | "The association between cumulative dose, lagged 10 years, and
       | solid cancer mortality was reasonably well described by a linear
       | model (fig 1); inclusion of a parameter describing the linear
       | association between cumulative dose and solid cancer contributed
       | substantially to model goodness of fit (supplementary table B).
       | The addition of a parameter for the square of cumulative dose led
       | to only a modest improvement in model goodness of fit compared
       | with the linear model (likelihood ratio test =2.51, df=1;
       | P=0.11), suggesting some downward curvature (that is, a negative
       | estimated coefficient for the quadratic term). The addition of a
       | parameter for an exponential term in the model led to a modest
       | improvement in model goodness of fit for a linear-exponential
       | model compared with the linear model (likelihood ratio test
       | =3.17, df=1; P=0.08), again suggesting some downward curvature.
       | To assess the trend over the lower cumulative dose range, we
       | estimated associations between cumulative dose and solid cancer
       | mortality over restricted ranges of 0-400 mGy cumulative dose
       | (excess relative rate 0.63 (0.34 to 0.92) per Gy), 0-200 mGy
       | cumulative dose (0.97 (0.55 to 1.39) per Gy), 0-100 mGy
       | cumulative dose (1.12 (0.45 to 1.80) per Gy), 0-50 mGy cumulative
       | dose (1.38 (0.20 to 2.60) per Gy), and 0-20 mGy cumulative dose
       | (1.30 (-1.33 to 4.06) per Gy) (supplementary table C). Over the
       | restricted range of 0-200 mGy cumulative dose, the association
       | between cumulative dose and solid cancer mortality was well
       | described by a linear model, and the addition of a parameter for
       | the square of cumulative dose led to minimal improvement in model
       | goodness of fit compared with the linear model (likelihood ratio
       | test=0.54, df=1; P=0.46)."
       | 
       | They say over and over that linear model (with relative risk = 1
       | at 0 dose) is a good fit! this is LNT. They say the improvements
       | of adding the other fit are marginal. The error bounds here are
       | large, and the deviation is small but apparently systematic or
       | real below 200mGy. The authors, as far as I can tell, are just
       | reporting the figures without claiming LNT is wrong.
        
         | gwillen wrote:
         | I'm not a statistician, but I think there's a bit in your
         | excerpt that is actually a concerning display of poor
         | statistical literacy.
         | 
         | If you're fitting a function which grows asymptotically (i.e.
         | is monotonically increasing at least past a certain point), the
         | best (polynomial) fit absolutely cannot have a negative
         | quadratic as the leading term. If your model gives one, it is
         | 100% guaranteed to be an artifact. Treating it as "suggesting
         | some downward curvature" is a pretty bad misunderstanding.
         | 
         | If you have doubts about this, consider what would happen if we
         | added datapoints at higher doses. Every single datapoint we add
         | to the right side of the graph will make the fit of a negative
         | quadratic significantly worse. Ultimately, if you continue the
         | graph indefinitely to the right, the fit of a negative
         | quadratic is guaranteed to be infinitely bad. Any hint to the
         | contrary is inherently an artifact of the limited dataset.
         | 
         | (It may well be the case that, under certain conditions with a
         | range-restricted dataset like this, such a finding might indeed
         | be more likely if the true function has some downward
         | curvature. But that's not statistics, it's voodoo. All the
         | associated statistical parameters, p-value, likelihood ratio,
         | etc., are absolutely meaningless nonsense.)
        
         | VikingCoder wrote:
         | Um, I don't think the HN title is contrary... Quoting:
         | 
         | > What this study adds
         | 
         | > The results of an updated study of nuclear workers in France,
         | the UK, and the US suggest a linear increase in the relative
         | rate of cancer with increasing exposure to radiation
         | 
         | > Some evidence suggested a steeper slope for the dose-response
         | association at lower doses than over the full dose range
         | 
         | > The risk per unit of radiation dose for solid cancer was
         | larger in analyses restricted to the low dose range (0-100 mGy)
         | and to workers hired in the more recent years of operations
        
           | omgJustTest wrote:
           | The HN title is "Low dose radiation cancer 2x worse than
           | predicted" than LNT for some unspecified region of the
           | curve... they do not claim LNT is wrong, they do not even
           | present their more sophistocated fits and they do not quote
           | the 2x figure. It is misleading. The paper presents an LNT
           | fit
           | 
           | If you want to say "there is a bias above linear-no-threshold
           | in the region less than 200mGy" you are correct, but also say
           | that the bias has large error bars associated with it and
           | that the data may or may not fit that trend.
           | 
           | Unless you have p-values to back up the 2x claim, it
           | shouldn't be in the title.
        
       | Solvency wrote:
       | I love how technologists/programmmers/enthusiasts will vehemently
       | argue that EMFs, iPhones, Airpods, and all of the other countless
       | devices constantly bombarding us with "non-ionizing radiation" is
       | "completely and utterly harmless". Meanwhile even the most
       | ancient patriarchal doctors with obsolete worldviews will suggest
       | aspiring fathers may want to avoid having their phones in their
       | pockets 24/7.
       | 
       | No one knows jack shit, as we're finally discovering with PFAS,
       | forever chemicals, etc.
       | 
       | Stick with the earth.
        
         | bena wrote:
         | This is about ionising radiation though.
        
         | ch4s3 wrote:
         | > will suggest aspiring fathers may want to avoid having their
         | phones in their pockets
         | 
         | That's because of the heat. We know for sure that higher
         | temperatures temporarily lower sperm production. Those "ancient
         | patriarchal doctors with obsolete worldviews" actually know a
         | few things.
        
           | pbhjpbhj wrote:
           | That last comment was unnecessary and does not progress the
           | conversation at all. You should delete it.
        
             | ch4s3 wrote:
             | I've edited the comment, but it's pretty galling to see
             | that kind of conspiratorial nonsense that I was reply to
             | here.
        
       | zosima wrote:
       | If you look at the relative risk curve (the very last page of the
       | supplementary data), most of the exposure levels contain 1 in the
       | relative risk estimate (also please notice that for some reason
       | the confidence interval is 90%, if choosing the customary 95% all
       | relative risk confidence intervals would probably overlap
       | relative risk of 1.0):
       | 
       | https://www.bmj.com/content/bmj/suppl/2023/08/16/bmj-2022-07...
       | 
       | The fact that ~10mGy seems to not have 1.0 in the confidence
       | interval is kind of bothering to me. Normal annual background
       | radiation should be about ~3.5mGy (so 10mGy is about 3 years
       | normal background radiation) and getting an increased solid tumor
       | mortality risk from normal radiation levels, does suggest that
       | something else has not quite been controlled for.
       | 
       | Also the same group did the same paper on the same cohort before:
       | https://www.bmj.com/content/351/bmj.h5359?ijkey=9f35e31bf918...
       | 
       | This just seems to be updated with a slightly older population.
        
         | gwillen wrote:
         | Thanks for linking the graph, that's kind of wild. I agree with
         | you that the lowest datapoint seems crazy. I can think of a few
         | explanations.
         | 
         | - Random bad luck.
         | 
         | - As you say, failing to control for something -- although, if
         | you then treat the lowest datapoint as being effectively the
         | default risk, this would suggest support for radiation hormesis
         | (that people who got a bit more than background radiation
         | actually did better.)
         | 
         | - Some kind of data collection artifact. Perhaps the people
         | with the absolute lowest dose, in a radiation-worker dataset,
         | are selected for being ones who are not getting an accurate
         | measurement (i.e. sloppy about wearing dose badges or
         | something), and those people genuinely do have worse outcomes.
        
       | jvanderbot wrote:
       | I've been fascinated by the fact that electricians have a 2x
       | greater risk of brain cancer than the general public. There are
       | probably tons of environmental effects we're discounting / not
       | modelling.
        
         | 01100011 wrote:
         | Do they? Do you have a link to a study? I quick google suggests
         | there is no solid correlation.
        
           | jvanderbot wrote:
           | Here's what I see:
           | 
           | https://www.google.com/search?q=electricians+have+a+2x+great.
           | ..
           | 
           | And first result is a pubmed survey
           | https://pubmed.ncbi.nlm.nih.gov/3474455/
           | 
           | Anyway the majority of results, aside from a washington post
           | article, confirm it.
        
         | api wrote:
         | Lots of chemical exposure in that profession too.
        
         | newZWhoDis wrote:
         | I would suspect something like "the adhesive in electrical tape
         | is carcinogenic" over "magnetic field cause cancer".
         | 
         | But who knows. If they do we are deeply, truly fucked.
        
           | jjoonathan wrote:
           | Electrification happened 100 years ago in the US.
        
           | regularfry wrote:
           | One story we were told in high school physics was that at one
           | point there was a worry about power lines being linked with
           | leukaemia cases. And yes, there was a statistical
           | correlation.
           | 
           | Turned out to be the weedkiller they were using to keep down
           | the plants at the base of the pylons.
        
           | eternityforest wrote:
           | I mean until recently electrical tape did in fact use lead
           | stabilizers. Pretty sure a lot still does.
        
         | civilitty wrote:
         | Lots of professions have significantly greater brain cancer
         | risk than the general public like roofers, sheet metal workers,
         | most people that deal with plastic manufacturing or cleaning
         | solvents, and... waitresses [1].
         | 
         | [1] https://medicine.yale.edu/news-article/certain-
         | occupations-p...
        
       | nielsbot wrote:
       | Interesting... My mother was a flight attendant for 35 years and
       | she developed breast cancer later in life. She was told it was
       | probably environmental not genetic based on testing.
       | 
       | You do get additional radiation exposure while flying. Wonder if
       | we should also study the effects of higher radiation exposure in
       | the airline industry.
        
         | aliasxneo wrote:
         | A quick way to get in a lot of trouble in the US Nuclear Navy
         | was to bring your TLD onboard a flight.
        
           | mh- wrote:
           | (ThermoLuminescent Dosimeter. Radiation badge thing that
           | indicates with exposure.)
        
             | boringalterego wrote:
             | Same with the commercial nuclear industry. They don't like
             | you taking them off site most of the time.
        
               | makestuff wrote:
               | Same thing with all imaging technicians in a hospital.
               | Ex: X-ray, MRI, CT.
        
           | ttymck wrote:
           | Wow, there is a similar comment above[0] suggesting radiation
           | badges for flight crew. I was going to ask if typical badges
           | are sensitive enough to register the expected dose from
           | flight.
           | 
           | If I understand correctly, you're saying a single commercial
           | flight is enough to trip the dosimeter?
           | 
           | [0] https://news.ycombinator.com/item?id=37178559
        
             | Gh0stRAT wrote:
             | Not necessarily, but if it gets xrayed going through
             | security then when they heat it up so that it luminesces,
             | it'll be so bright that it messes up their carefully
             | calibrated detector. This is expensive to fix and the
             | dosimetry people get really mad at you.
             | 
             | Source: wore one of these daily for years and would get
             | regular reminders not to bring them on flights or anywhere
             | else they would have to go through an xray machine (eg some
             | federal buildings)
        
             | nekoashide wrote:
             | NYC-Tokyo over the polar route for a flight crew over an
             | entire year gives you as much as a single full body CT.
             | 
             | A single full body CT of radiation every year for that
             | flight crew.
        
         | maratc wrote:
         | > My mother was a flight attendant for 35 years and she
         | developed breast cancer later in life.
         | 
         | From what I recall from the Chernobyl studies, the risk of
         | being ill with cancer during the lifetime is 39% for females
         | and 41% for males. The occupational hazards may get the
         | individual risk up a little, but overall cancer is sadly a very
         | frequent occurrence.
        
           | klipt wrote:
           | Keep in mind lifetime risk includes the risk of getting it in
           | old age, where it might be a case of if you didn't die of
           | cancer, you'd just die of some other ailment (heart attack,
           | dementia, etc) instead.
           | 
           | Evolution only optimized our parts to last for so long, and
           | once you get past that age, everything kind of starts failing
           | simultaneously.
        
             | 3cats-in-a-coat wrote:
             | This is in part because too long life may in fact hurt the
             | group. Of course we don't want to look at that because we
             | are so hell bent on extending life, even talk about
             | immortality.
        
               | jjk166 wrote:
               | Evolution works on the genetic level, not the population
               | level. While some altruistic strategies might be selected
               | for (e.g. kin selection), in general evolution doesn't
               | care if something "hurts the group."
               | 
               | In nature, dying of old age is incredibly rare as you are
               | much more likely to die from predation or injury. Even if
               | you suffered no ill effects from aging, ie you were
               | biologically immortal, passing on your genes successfully
               | would still require you to have offspring reasonably
               | early in life. There is only selection pressure on your
               | genes up to the point where you have successfully passed
               | on your genes. It makes sense for evolution to keep you
               | alive while raising your kids, and even while helping
               | your offspring raise their kids (see the Grandmother
               | Effect [0]), but eventually the marginal utility of your
               | support drops so low, and the odds you're already dead
               | rises so high, that there is simply no selective
               | pressure. As an illustrative example, you could have a
               | gene that makes you twice as strong as you were at 25,
               | but if it only activates after you're 150, you and
               | evolution would never know.
               | 
               | On top of this, many genes have tradeoffs. If there is
               | any mutation that gives benefits early in life but is
               | harmful later in life, evolution will tend to select for
               | it, especially versus the reverse. Similarly, traits that
               | only provide a benefit for a finite period which is
               | nevertheless long compared to natural lifespan can be
               | favored over traits that work indefinitely (eg many
               | mammals are born with a few sets of teeth and have no way
               | of repairing them). This leads into more general
               | accumulation-of-damage theories of aging.
               | 
               | We see many species in nature, particularly those
               | unlikely to undergo predation and at low risk of injury,
               | with substantially longer or even indefinite lifespans.
               | In the lab, we can also breed organisms like fruit flies
               | to have substantially longer than natural lifespans.
               | 
               | There is no evidence that living longer is harmful to
               | others in hunter gatherer societies of the sort we
               | evolved to live in, and certainly no evidence that such
               | harm would still be present in modern, industrial
               | societies.
               | 
               | [0] https://www.statnews.com/2019/02/22/grandmother-
               | effect-helps...
        
               | chki wrote:
               | You're talking about an optimization strategy that's a
               | few hundred thousand years old though. (And might not
               | even be an optimization strategy at all) Its
               | applicability to modern life seems highly dubious
               | considering the massive cultural changes we have been
               | going through.
        
           | moffkalast wrote:
           | Damn that's almost a coin flip chance, what a fucking world
           | man.
        
             | maratc wrote:
             | Note: that is about chances of _getting_ cancer, not _dying
             | from_ cancer. Many people beat cancer. Many cancer types
             | have good survival rates. Thyroid cancer (Chernobyl had
             | much of these) sucks, but many people who got it had their
             | thyroid removed and had to rely on drugs for the rest of
             | their life ... this is obviously not ideal but much better
             | than dying I guess?
        
             | cmrdporcupine wrote:
             | The real question is when you get it. Having a slow growing
             | cancer when you're 86 is pretty typical and often not even
             | treated.
             | 
             | Having breast cancer in your mid-30s, like a couple of my
             | late dear friends did right after they had their
             | children... often a death sentence...
        
             | jjoonathan wrote:
             | Heads says heart disease, tails says cancer.
        
               | r2_pilot wrote:
               | Edge gets both.
        
               | moffkalast wrote:
               | Edge gets to die of old age.
        
           | psychphysic wrote:
           | You've put it clearly and simply better than I managed in my
           | reply. The data is just too noisy we will need extraordinary
           | large datasets to even beging to make comments.
        
         | mint2 wrote:
         | You do get higher radiation flying - but you are also
         | surrounded by off gasing synthetic materials and receive
         | frequent exposure to engine exhaust and get disrupted sleep due
         | to hours and changing locations.
         | 
         | So in other words, there's a lot of potential causes.
        
         | psychphysic wrote:
         | Breast cancer is too common in women to be able to deduce this
         | kind of stuff without a huge amount of data (if ever).
         | 
         | There are a few generic factors that are clearly causatively
         | linked, but that doesn't mean we could work out less strong, or
         | rarer links.
         | 
         | Whole genome sequencing is becoming more common as is
         | immunological and genetic studies on cancer cells.
         | 
         | We might know one day but probably not any time soon.
        
           | ImHereToVote wrote:
           | Yeah, to bad we don't record employment records. Oh well.
        
             | Supermancho wrote:
             | The various US airlines, who partner with health insurance,
             | certainly have access to this data. Cancer frequency, time
             | in-flight, time in stratosphere, etc. Frequency of these
             | things (or a subset) likely affects the rates.
        
             | lazide wrote:
             | Is it because of elevated cosmic ray exposure due to the
             | high altitude? Or plastic in the inflight meals? Or the
             | crazy schedules? Or is there even a statistically
             | significant effect over time?
             | 
             | Knowing any of these things is actually quite hard, and
             | would require a lot of detailed data just to identify a
             | potential pattern.
        
               | talldatethrow wrote:
               | To add to the data confusion lol, my grandmother
               | basically never left her home farm. Never drank. Ate meat
               | they slaughtered themselves. Sweets were a rare treat on
               | holidays. You could barely get her to take a car trip
               | because it scared her. Other than her no one is aware to
               | have ever had cancer in our families history.
               | 
               | Died of breast cancer.
        
         | toomuchtodo wrote:
         | https://srag.jsc.nasa.gov/spaceradiation/What/What.cfm
         | 
         | https://www.cdc.gov/niosh/topics/aircrew/cosmicionizingradia...
         | 
         | Sounds like there is enough to evidence to perform a
         | longitudinal cancer study across air transport workers to
         | better understand the potentially increased cancer risk.
         | 
         | EDIT: Is hazard pay warranted? Also, perhaps airlines should
         | have to provide estimated cumulative exposure to employees
         | based on their flight trip logs. Estimation should be
         | straightforward based on flight track logs combined with cosmic
         | radiation satellite data.
        
           | klipt wrote:
           | Can't they just make all employees wear lead vests?
           | 
           | I guess the added weight would cost a lot in fuel...
        
             | fluidcruft wrote:
             | If anything they'd do the opposite so that the public
             | doesn't get "the wrong idea" something dangerous is up.
             | Just look at how Homeland Security made it illegal to
             | measure how much radiation the post-9/11 security screening
             | devices put out, forbade medical physicists from testing
             | them, forbade employees working near the scanners from
             | obtaining and wearing their own protection, and fired
             | workers who wore their own dosimetry tags.
        
               | pbhjpbhj wrote:
               | >Homeland Security made it illegal //
               | 
               | How do they stop sales of scanning equipment to people
               | who want to do testing? You could easily buy them abroad,
               | and do tests abroad.
               | 
               | Also, could you cite the US Code on this please. Thanks.
        
               | fluidcruft wrote:
               | Why is it our job to establish the safety of devices? The
               | TSA lied through its teeth about these devices and is
               | accountable only to themselves.
               | 
               | https://www.seattletimes.com/nation-world/scientists-
               | cant-ch...
               | 
               | https://www.financialsense.com/contributors/gonzalo-
               | lira/a-f...
        
               | fullspectrumdev wrote:
               | You could also just leave a dosimeter in your pocket when
               | going through the airport next. There's a few on the
               | market that log over Bluetooth.
               | 
               | Not taken one through the body scanner, I've not actually
               | had to go through a body scanner in quite a while at the
               | airport. Just usual metal detector.
        
               | fluidcruft wrote:
               | I was referring to the security officers who stand next
               | to the machines everyday. They were forbidden from
               | measuring anything related to occupational exposure. At
               | one point the TSA found itself caught in so many lies
               | about their supposed "testing" that they ran a very
               | public PR-style limited study. Coincidentally, nowadays
               | the backscatter scanners have been quietly replaced with
               | millimeter wave scanners.
               | 
               | Anyway the point of my comment wasn't to re-litigate
               | this. It's more that the original comment struck me as
               | "can't the fox just guard the henhouse?"
        
             | moffkalast wrote:
             | Probably makes sense to add HDPE+boron radiation shielding
             | to the entire cabin. Or the simpler one, just don't fly as
             | high.
        
             | samus wrote:
             | Unlike in medical facilities, the radiation comes from
             | multiple directions. Also, the crew moves around the plane.
             | The vests would have to cover an impractically large area.
             | 
             | Also, when radiation is blocked by matter, secondary
             | radiation is generated. Since the composition of cosmic
             | radiation is for sure different than the one found in other
             | occupational settings, lead vests might or might not have
             | the same effect. Also, the aluminium skin of the aircraft
             | already has a similar effect. There might not be that much
             | to be done practically.
             | 
             | It would be interesting though to let flight crew wear
             | radiation badges.
        
               | sidewndr46 wrote:
               | I'm pretty sure military flight crews already do that,
               | albeit with the idea of measuring exposure in case of
               | nuclear war.
        
           | fullspectrumdev wrote:
           | > Estimation should be straightforward based on flight track
           | logs combined with cosmic radiation satellite data.
           | 
           | Just take a cheap dosimeter on your next flight. I have an
           | Atomfast that I often make recordings of exposure with for
           | amusement, as well as using it when looking at neat rocks
           | outside (some areas I like to hike in have surprisingly high
           | radiation levels due to there being some of uranium in the
           | rocks).
        
           | tenpies wrote:
           | Since we're on this topic, there also seems to be enough
           | evidence to suggest you should wear sun screen when flying.
           | 
           | > Pilots and cabin crew have approximately twice the
           | incidence of melanoma compared with the general population.
           | Further research on mechanisms and optimal occupational
           | protection is needed.
           | 
           | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4482339
           | 
           | As someone who enjoys looking out the window, I treat it much
           | like going to the beach and re-apply sun screen in longer
           | flights.
        
             | e93849 wrote:
             | Glass will block most UV light, so maybe the melanoma is
             | from the cosmic rays? Not sure if sunscreen helps with
             | that.
        
             | gnulinux wrote:
             | Sunscreen doesn't block cosmic rays, those are high energy
             | atomic nucleus (that are normally filtered out by the
             | atmosphere), not high energy photons/light (that end up on
             | beaches). Did you previously find scholarly studies that
             | suggest wearing sunscreen helps with melanoma, or did you
             | just see high melanoma incidence rate in frequent flyers,
             | and assumed sunscreen will help?
        
             | bhk wrote:
             | Sunscreen blocks UV, not cosmic rays, which is the
             | radiation for which jetliner passengers receive an
             | unusually high dose. The glass in the windows probably
             | blocks 75% of UV, and UV exposure is associated with other
             | types of skin cancer, not melanoma (except in cases where
             | one has a history of bad sunburns). In fact, in this
             | review, melanoma is said to be inversely correlated with
             | occupational exposure to UV:
             | 
             | https://pubmed.ncbi.nlm.nih.gov/9335442/
        
         | jacquesm wrote:
         | That's been done:
         | 
         | https://www.cdc.gov/niosh/topics/aircrew/cancer.html
        
       | yongjik wrote:
       | LNT is a funny model: it's extremely simple yet people
       | misunderstand it all the time. Like, it's basically how you would
       | model loss of money would affect your finance. You lose ten
       | cents, you're out of ten cents. You lose ten million dollars,
       | you're out of ten million dollars. Totally proportional.
       | 
       | Now the funny thing is, nobody sane would say "Losing a quarter
       | that fell out of your pocket is losing money, gambling away a
       | million dollars is also losing money! There's no threshold beyond
       | which losing money becomes not losing money, therefore having a
       | loose pocket is as bad as gambling addiction!"
       | 
       | Yet change the subject from dollars to radiation, and so many
       | people run around saying "No threshold! That means there's no
       | safe dose! Living next to a working nuclear reactor is as bad as
       | walking into the ruins of Chernobyl!"
        
       | pfdietz wrote:
       | The large INWORKS cohort study of nuclear workers finds that in
       | the low dose range (0-100 mGy, or 0-10 rad) the solid cancer
       | mortality risk per unit exposure is twice that predicted by the
       | LNT model. Radiation appears to become more dangerous at low
       | doses over prolonged periods, the opposite of the assertion of
       | some nuclear energy advocates.
        
         | jacquesm wrote:
         | That would be a very good argument against the further
         | deployment of coal.
        
           | csours wrote:
           | To be clear, since some people don't know:
           | https://pubs.usgs.gov/fs/1997/fs163-97/FS-163-97.html
        
             | pfdietz wrote:
             | As I have pointed out, the radioactivity in uranium ore is
             | higher than the radioactivity in coal, when comparing the
             | amount of ore and the amount of coal that needs to be mined
             | to produce a given amount of energy in today's power
             | plants.
        
               | hgomersall wrote:
               | Nuclear plants don't tend to burn the fuel into tiny
               | particulates and send them into the atmosphere.
        
           | [deleted]
        
       | maratc wrote:
       | These special studies are good for a scientific consumption, but
       | they don't do much to make the results comprehensible to the
       | general public.
       | 
       | In this specific case, what's missing is the bigger perspective,
       | like this:
       | 
       | "If we look at the 100,000 _average dead people_ , we'll find
       | that 30,000 of them died from cancer. Now, we are looking at
       | 100,000 dead _low dose nuclear workers_ , and we have previously
       | thought that 30,010 of these would have died from cancer, but now
       | we've found that number to be closer to 30,020."
       | 
       | This really puts "2x worse" into a proper context, which is:
       | there are low-risk occupational hazards in nuclear industry.
        
         | csours wrote:
         | Other numbers are more meaningful than "died of cancer"
         | 
         | - Total time with cancer - including time without symptoms
         | 
         | - Total time affected by cancer as a disease - time with
         | symptoms
         | 
         | - Total lifespan lost - how young did a person die of the
         | disease
         | 
         | There's probably no way to really know #1, #2 is hard to gather
         | information on, #3 is more do-able.
        
       | fortran77 wrote:
       | Some US Airports had backscatter x-ray scanners used by the TSA
       | with their shiny badges who certainly had no training on x-ray
       | safety.
       | 
       | https://www.dailymail.co.uk/news/article-2220673/TSA-quietly...
       | 
       | I now have cancer and am working with law firms on legal options.
        
         | unsupp0rted wrote:
         | > ProPublic reports that researchers have estimated that
         | widespread use of backscatter x-rays will cause between 6 and
         | 100 cases of cancer each year among fliers.
         | 
         | > The TSA maintains the devices are within federal safety
         | limits.
         | 
         | I've always "opted out" of backscatter machines. In about half
         | the cases airport staff were exasperated with me. In Australia
         | they interrogated me for "the specific reason" I requested a
         | manual pat-down instead. I made one up.
         | 
         | But my real reason was that I fly a lot and I don't need to be
         | blasted with millimeter wave x-rays for no good reason.
        
           | ewoodrich wrote:
           | I've only ever seen mmWave full body scanners, TSA began
           | phasing out backscatter X-rays in 2012 [1] and according to
           | this [2] backscatter X-ray is no longer used in US airports.
           | Maybe different in other countries, I don't know.
           | 
           | mmWave is radio frequency not X-ray and similar frequencies
           | are used in 5G.
           | 
           | [1] https://www.propublica.org/article/tsa-removes-x-ray-
           | body-sc...
           | 
           | [2] https://www.lancsindustries.com/blog/what-you-need-to-
           | know-a...
        
           | fortran77 wrote:
           | "Millimeter Wave" machines are NOT "backscatter x-ray"
           | machines. Millimeter Wave is a radio-wave device.
        
       | DoingIsLearning wrote:
       | Makes you wonder how safe the hospital staff is using XR
       | fluoroscopy day in day out? (Cath Labs, GI teams, etc.)
        
         | athenot wrote:
         | They wear 30lb lead aprons. On a practical note, it's back
         | strain from having that thing on 10-12h a day.
        
           | sarchertech wrote:
           | They're supposed to, but they frequently don't according to
           | my wife (ER doctor).
        
       | wnevets wrote:
       | If you look at the history of what is considered a safe dosage of
       | radiation you'll notice the amount only ever goes down, never up.
        
         | pazimzadeh wrote:
         | Low-dose radiation from A-bombs elongated lifespan and reduced
         | cancer mortality relative to un-irradiated individuals
         | 
         | https://genesenvironment.biomedcentral.com/articles/10.1186/...
        
           | wnevets wrote:
           | Did this increase the safe dosage amount of radiation?
        
             | pazimzadeh wrote:
             | This shows that the idea that there is no safe level of
             | radiation on principle is wrong.
        
               | wnevets wrote:
               | I don't know if you're being serious or not.
        
               | sixstringtheory wrote:
               | > Please respond to the strongest plausible
               | interpretation of what someone says, not a weaker one
               | that's easier to criticize. Assume good faith.
               | 
               | https://news.ycombinator.com/newsguidelines.html
        
               | wnevets wrote:
               | Which of the two plausible interpretations is the
               | strongest? Please enlighten me esteemed HN guideline
               | expert. I am asking because I don't know the answer.
        
           | moffkalast wrote:
           | If that was in any way accepted then we'd have radiation
           | inoculation treatments mandatory for everyone at a young age.
        
             | pazimzadeh wrote:
             | Alternatively, decisions were made prior to knowing
             | everything there is to know about radiation.
             | 
             | Alternatively, there are trade-offs that would make
             | mandatory radiation not a good idea. For example, infection
             | risk, or auto-immune disease risk.
        
               | cududa wrote:
               | You have no idea what you're talking about, and the fact
               | that you're so confident over your obscenely wrong
               | conclusions makes you a dangerous person. How about going
               | and exposing yourself to a massive dose of radiation if
               | you're so sure you're right
        
               | hgomersall wrote:
               | I'm not seeing conclusions, let alone confident
               | conclusions. An interesting paper was linked to that
               | apparently showed some survival benefit from A-bomb
               | survivors. By all means, challenge the paper, but it's
               | certainly interesting. It might not be radiation exposure
               | that led to the increased survival rates but it could
               | plausible be.
        
               | wnevets wrote:
               | > I'm not seeing conclusions, let alone confident
               | conclusions.
               | 
               | You may want to check the other comments created that by
               | person, for example this one.
               | 
               | > This shows that the idea that there is no safe level of
               | radiation on principle is wrong.
        
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