All of Kris Moore's Comments + Replies

I think you should take seriously that in the first paper linked in my comment, the population-wide SNP heritability for cognitive ability is estimated at 0.24 and the within-sibship heritability at 0.14. This is very far from the 0.7 estimate from twin studies. While a perfect estimate of direct additive heritability would be higher than 0.14, I don't think that rare variants (and gene-gene interactions, but this would no longer be additive heritability) would get you anywhere close to 0.7. Note also that UK Biobank with its purportedly poor IQ test repre... (read more)

2kman
I'll need to do a deep dive to understand the methods of the first paper, but isn't this contradicted by the recent Tan et. al. paper you linked finding SNP heritability of 0.19 for both direct and population effects of intelligence (which matches Savage Jansen 2018)? They also found ~perfect LDSC correlation between direct and population effects, which would imply the direct and population SNP heritabilities are tagging the exact same genetic effects. (Also interesting that 0.19 is the exactly in the middle of 0.24 and 0.14, not sure what to make of that if anything).

I don't think that recent ancient DNA papers are affected by this issue, at least not to the same extent. Every aDNA researcher I know is extremely aware of the many pitfalls associated with sequencing ancient material and the various chemical and computational methods to mitigate them. Checking for signs of systematic artifacts in your aDNA data is very routine and not especially difficult.

To provide some brief speculation, I think a major explanation for this paper's errors is that aDNA lab that did the sequencing was quite old, under-staffed, and did no... (read more)

Basically any paper trying to detect signals of natural selection in humans will turn up something plausibly immune-related [1] [2] [3] [4]. Alongside pigmentation and diet-related genes, it's one of the most robustly detected categories of monogenic selection signal.

While it seems extremely likely that some selection due to pathogenic disease has occurred in humans, I don't think I've seen a paper that convincingly ties a particular selected gene to a particular historical pathogen or pandemic. It would be pretty hard to do so. There's a many-to-many mapp... (read more)

It is becoming increasingly clear that for many traits, the genetic effect sizes estimated by genetic association studies are substantially inflated for a few reasons. These include confounding due to uncontrolled population stratification, such as dynastic effects, and perhaps also genetic nurture[1]. It is also clear that traits strongly mediated through society and behaviour, such as cognitive ability, are especially strongly affected by these mechanisms. 

You can avoid much of this confounding by performing GWAS on only the differences between sibl... (read more)

4kman
We accounted for inflation of effect sizes due to assortative mating, assuming a mate IQ correlation of 0.4 and total additive heritability of 0.7 for IQ. IIUC that R = 0.55 number was just the raw correlation between the beta values of the sibling and population GWASes, which is going to be very noisy given the small sample sizes and given that effects are sparse. You can see that the LDSC based estimate is nearly 1, suggesting ~null indirect effects.

The "Black Death selection" finding you mention was subject to a very strong rebuttal preprinted in March 2023 and published yesterday in Nature. The original paper committed some pretty basic methodological errors[1] and, in my opinion, it's disappointing that Nature did not decide to retract it. None of their claims of selection – neither the headline ERAP2 variant or the "half a dozen others" you refer to – survive the rebuttal's more rigorous reanalysis. I do some work in ancient DNA and am aware of analyses on other datasets (published and unpubl... (read more)

9GeneSmith
Thanks for catching that! I hadn't heard. I will probably have to rewrite that section of the post. What's your impression about the general finding about many autoimmune variants increasing protection against ancient plauges?
lemonhope
120

use of a genotyping pipeline poorly suited to ancient DNA which meant that 80% of the genetic variants they "analysed" were likely completely artefactual and did not exist.

Brutal!! I didn't know this gotcha existed. I hope there aren't too many papers silently gotch'd by it. Sounds like the type of error that could easily be widespread and unnoticed, if the statistical trace it leaves isn't always obvious.