Ancient Africa may not have had as much deep structure as we think

A weakly structured stem for human origins in Africa:

While it is now broadly accepted that Homo sapiens originated within Africa, considerable uncertainty surrounds specific models of divergence and migration across the continent. Progress is hampered by a paucity of fossil and genomic data, as well as variability in prior divergence time estimates. Here we use linkage disequilibrium and diversity-based statistics, optimized for rapid, complex demographic inference to discriminate among such models. We infer detailed demographic models for populations across Africa, including representatives from eastern and western groups, as well as 44 newly whole-genome sequenced individuals from the Nama (Khoe-San). Despite the complexity of African population history, contemporary population structure dates back to Marine Isotope Stage (MIS) 5. The earliest population divergence among contemporary populations occurs 120-135ka, between the Khoe-San and other groups. Prior to the divergence of contemporary African groups, we infer long-lasting structure between two or more weakly differentiated ancestral Homo populations connected by gene flow over hundreds of thousands of years (i.e. a weakly structured stem). We find that weakly structured stem models provide more likely explanations of polymorphism that had previously been attributed to contributions from archaic hominins in Africa. In contrast to models with archaic introgression, we predict that fossil remains from coexisting ancestral populations should be morphologically similar. Despite genetic similarity between these populations, an inferred 1–4% of genetic differentiation among contemporary human populations can be attributed to genetic drift between stem populations. We show that model misspecification explains variation in previous divergence time estimates and argue that studying a suite of models is key to robust inferences about deep history.

Privately some people have been grumbling about models of deep structure between very differentiated populations for a while. They claim this is just a bias in the model specifications because it’s so easy to think of gene flow happening in periodic pulse admixtures. But the reality is that Africa doesn’t seem to have had the same barriers as across Eurasia or between Eurasia and Africa, so how are these deep lineages persisting?

The preprint here shows that the data can fit a different model, one that they find more biologically and paleoanthropologically more reasonable. The discussion has an “out of Africa with total replacement” flavor, but here it is within Africa:

Multiple studies have shown a correspondence between phenotypic differentiation, usually assessed with measurements of the cranium, and genetic differentiation among human populations and between humans and Neanderthals 36,37,38 (see also Section 5.3). This correspondence allows predictions of our model to be related to the fossil record. The fossil record of Africa is sparse during the time period of the stems, but of the available fossils, some are very similar in morphology to contemporary humans (e.g., from Omo Kibish, Ethiopia 39,40), others are similar in some morphological features but not others (e.g., from Jebel Irhoud, Morocco 1,41), and others are very different in morphology (e.g., from Dinaledi, South Africa 42,43). If, as our model predicts, the genetic differences between the stems were comparable to those among contemporary human populations, the most morphologically divergent fossils are unlikely to represent branches that contributed appreciably to contemporary human ancestries.

This result would recenter Omo Kibish from what I can tell.

Depigmentation in Northern Europe


Direct detection of natural selection in Bronze Age Britain:

We developed a novel method for efficiently estimating time-varying selection coefficients from genome-wide ancient DNA data. In simulations, our method accurately recovers selective trajectories, and is robust to mis-specification of population size. We applied it to a large dataset of ancient and present-day human genomes from Britain, and identified seven loci with genome-wide significant evidence of selection in the past 4500 years. Almost all of them are related to increased vitamin D or calcium levels, and we conclude that lack of vitamin D and consequent low calcium was consistently the most important selective pressure in Britain since the Bronze Age. However, the strength of selection on individual loci varied substantially over time, suggesting that cultural or environmental factors moderated the genetic response to this pressure. Of 28 complex anthropometric and metabolic traits, skin pigmentation was the only one with significant evidence of polygenic selection, further underscoring the importance of phenotypes related to vitamin D. Our approach illustrates the power of ancient DNA to characterize selection in human populations and illuminates the recent evolutionary history of Britain.

If you read this blog closely over the years you will know that I’ve noticed that the ancient DNA has yielded the general result that Bronze Age Europeans were somewhat darker in complexion than their modern descendants. This is without mass overall population genetic change in many areas. This is not always statistically significant, but you can tell a likelihood before something hits p = 0.05.

The ancient DNA temporal transects are pretty good for Britain. The best in Europe. And the above preprint seems to present a strong result of depigmentation over the last 4,500 years in Britain using powerful new methods drawing on ancient DNA sources. I strongly suspect this generalizes to much of Northern Europe.

Why my Substack posts are better and worse than ancestry calculators


Of all my Substack posts, Ashkenazi Jewish genetics: a match made in the Mediterranean has been the most popular of the paid posts. It prompted this response from a reader:

The issue here is that my Substack is doing something different than what personal genomics companies are trying to do. My Substsack post is giving a survey of a whole population and its history, a personal genomics test is trying to give an individual estimate that is intelligible. When 23andMe or the other companies tell you are are 99% “Ashkenazi Jewish” it is simply giving you confirmation that you’re within the range of variation typical for Ashkenazi Jews (there is some suspicions from genealogy enthusiasts that 23andMe smooths out differences between Galicianers and Litvaks, for example).

Imagine that 23andMe told its Jewish customers that they were 45.3% Northern Levantine, 40% Southwest European, and 9.7% Northern European. How would they interpret it? Sophisticated users would understand this points to a deep history of admixture, but most users are not sophisticated. They want to know that they’re Ashkenazi Jewish, and how Jewish they are (most will be nearly 100%, but some people may have non-Ashkenazi cryptic ancestry).

When I worked for Embark Vet. one of the issues that the canine DNA test was having is that we were looking for wolf ancestry in dogs, as some customers with F1’s or backcrosses wanted to test their pooch. But, it turned out that you had to be careful because some northern Arctic dog breeds kept coming back with “wolf” ancestry at low fractions because they did have ancient wolf ancestry. But that’s not what the wolf test was designed to pick up.

Tibetans as the compound of two populations

A new paper looks at some ancient Tibetan genomes:

Present-day Tibetans have adapted both genetically and culturally to the high altitude environment of the Tibetan Plateau, but fundamental questions about their origins remain unanswered. Recent archaeological and genetic research suggests the presence of an early population on the Plateau within the past 40 thousand years, followed by the arrival of subsequent groups within the past 10 thousand years. Here, we obtain new genome-wide data for 33 ancient individuals from high elevation sites on the southern fringe of the Tibetan Plateau in Nepal, who we show are most closely related to present-day Tibetans. They derive most of their ancestry from groups related to Late Neolithic populations at the northeastern edge of the Tibetan Plateau but also harbor a minor genetic component from a distinct and deep Paleolithic Eurasian ancestry. In contrast to their Tibetan neighbors, present-day non-Tibetan Tibeto-Burman speakers living at mid-elevations along the southern and eastern margins of the Plateau form a genetic cline that reflects a distinct genetic history. Finally, a comparison between ancient and present-day highlanders confirms ongoing positive selection of high altitude adaptive alleles.

Y haplogroup D is found at high frequencies in Japan, Tibet, and the Andaman Islands. It strikes me this is evidence of a Paleolithic substrate, though the graph above shows that it diverged really deep in Eurasia, and in the text they say it’s only in Tibet.

The Tibetan ancestry seems to have been found in the Himalayan zone by 1450 BC, so rather early.

Seeing the world through other eyes


As most of you know I am the child of Bangladeshi immigrants to the US. I don’t make much of my “identity” because it rests lightly on me, and is not a major concern. I’ve been to Bangladesh twice in the last 40 years. My views on ascriptive identity are old-fashioned, you should listen to me because I am a human, not because of my sex, gender, class, race or religion. My experience and background are not trivial, but neither are they the most important thing.

But sometimes they do matter. Recently I saw this Tweet:

This person lives in Washington D.C. and refers to herself as “Tree-hugging, granola-crunching, whale-saving, ACLU card-carrying, liberal Democrat; world traveler; tennis fanatic; animal lover; political junkie and activist.”

I think it is understandable that Lithuania is angry considering its geopolitical circumstances. The cancelation of the shipment seems petty, but it’s obviously within their rights, and for historical reasons, Lithuanians are extremely passionate about the current conflict in Ukraine and look very negatively upon Russia.

But what about Bangladesh? Here I can actually offer some personal perspective, because my parents grew up in Bangladesh (East Pakistan), and much of my family lives in Bangladesh. On the whole, feelings toward Russia are warm, if somewhat distant and abstract. On a geopolitical level, Russia has been a “friend” to both India and Bangladesh for decades. This is not just a theory at the scale of the nation-state, there were personal connections, as Indians and Bangladeshis traveled to the Soviet Union to study, and the USSR sent advisors to the subcontinent. On the merits Indians and Bangladeshis may not be comfortable with the Russian invasion, but should they turn their back so quickly on a relationship that goes back decades? Will Western countries embrace India and Bangladesh with open arms to reward them for their actions?

For Bangladesh, there is a more concrete historical reason for Russophilia: the Soviet Union was in the end on the side of India and the soon-to-be Bangladesh during the 1971 conflict with Pakistan. Because the US was a staunch ally of Pakistan, the official government’s position was to ignore evidence of massive human rights atrocities being reported by their own diplomats. The Bengali civilian death toll is usually given to be in the range of ~100,000 to 2 million. The latter figure actually comes from Pravda, and I think there is reason to be skeptical that 1 out of 33 Bengalis in East Pakistan were killed. But the ~100,000 figure is possibly too low. In any case, it wouldn’t be a trivial death toll even if it was around 100,000, and the need for widespread abortion clinics after the war attests to mass rapes (the rape had a eugenic intent, a Pakistani general asserted that they would “change the race of this bastard nation”).

The Nixon administration even took some threatening moves with naval power once India intervened and was clearly going to defeat Pakistan, aided by the Bengali nationalist left-wing militias. The Soviet Union mobilized its own naval power to check the US. People of my parent’s generation remember these events with some clarity (my mother was shot by Pakistani soldiers).

In 1972 Bangladesh was founded as the “People’s Republic of Bangladesh.” The name should make it clear that Bangladesh’s origin was as a secular socialist left-nationalist nation-state. Over the decades many things have changed, in particular, the rise of a more Islamic self-conception and the shift away from socialism to export-oriented capitalism. But the founding myth of a socialist nationalist struggle remains, and people of my parents’ generation remain strongly influenced by 1970’s Third World socialism.

The Russian invasion of Ukraine has been a disaster for geopolitical stability, and now the world economy. It’s been a disaster for Ukraine, and Russia is not really benefiting so much in material terms. I am personally terrified of the increased risks of nuclear war. All that being said, are the Russians intent on a war of total subjugation laced with genocide? My own understanding is that they thought Ukrainian nationalism was a paper tiger and that the corrupt government would fall and they would take over quickly. The Ukraine invasion is far more important than the genocide in Bangladesh in the early 1970’s (that targeted Hindus and intellectuals) because the fate of the world hangs in the balance, even if the probabilities are low. But to be candid on the grand scale of humanitarian disasters I doubt the civilian death count will reach anything like what happened in Bangladesh.  Would Bangladeshis really want to sacrifice the old friendship for abstractions about the international order? Or a humanitarian crisis of far lesser magnitude than what they themselves went through two generations ago?

In the years after 9/11 the US went through foreign policy disasters because it refused the understand the world that it tried to change. There are other histories and other viewpoints out there. You may not agree with them, but they are there nevertheless.

Liberals are wordcels par excellence

Matt Yglesias asks why more selective colleges are more left-wing. There are several reasons, but I think one of them is that liberals just tend to have somewhat higher verbal, and that really matters at the “tails” of the distribution.

Below is some data from the GSS. I limited the sample to non-Hispanic whites (which means it’s from the year 2000 and later), and stratified by low, average and high vocab score (0-5,6-8 and 9-10), and crossed that with political ideology. Then, I also broke it down by those with noncollege education, those with bachelor’s degrees and those with graduate degrees. There’s just a bigger pool of very verbally strong liberals (or, being verbally strong makes you liberal, I don’t know).

no college
liberalmoderateconservative
low vocab334335
average vocab575158
high vocab1066
 bachelor’s
low vocab101918
average vocab586564
high vocab321718
 grad degree
low vocab6811
average vocab465762
high vocab493528