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There is a correlation between mothers who take tylenol while pregnant and children who develop autism in some studies.
But it could be just as likely that autism is both hereditary and comorbid with other painful diseases like Ehlers-Danlos syndrome, mom is also autistic but from a generation that doesn't get diagnosed, and she's also in pain and taking tylenol, and her kid gets autism because of genetics and not tylenol.
There's also a correlation between mothers who breathe air while pregnant and children who develop autism. And sometimes even children who don't!
An article from last April in JAMA also compared between a no-control cohort and a sibling-control cohort. When a control is there for comparison, the potential correlation goes away meaning it's just as likely any findings are confounded anyway.
That was shit, underpowered science that should never have been funded or published. A proper Swedish study of 2.5 million proves, without a doubt, no correlation.
Granting agencies and universities need to get their shit together and teach epidemiologists how to do proper science because at this point, it's pretty close to psychology.
Oh look, bullshit information without a source. Also correlation is not the same as causation. Hopefully this snippet is short enough for you to ingest:
https://www.nature.com/articles/d41586-025-02876-1
All people with autism, also had mothers who consumed water during their pregnancy... Did water cause autism?
At this point, it's almost a certainty that this is the case, possibly activated by environmental influences during pregnancy. However, none of the influences have been identified, as there's (Last I looked) about 30 separate DNA sequences that are related to autism in people.
For what it's worth... there's about the same number of DNA sequences involved in someone requiring corrective lenses.