Razib Khan One-stop-shopping for all of my content

August 26, 2017

The population genetic structure of Northeast Africa

The major frontier in the understanding of human population genetic structure in the next five years is going to be Africa. There are several reasons for this.

The ‘standard model’ of late has been that a group of humans left eastern Africa ~50,000 years ago, and swept across the world in one go. Though Africa itself was often an afterthought in that discussion, it now seems that there was a lot of demographic history that occurred after the “Out of Africa” event within Africa. Second, the whole picture outside of Africa and within Africa has been greatly complexified over the last decade.

The idea that modern humans, defined as the descendants of anatomically modern populations present in Africa ~100,000 years, only ventured out of the continent a bit before 50,000 years ago, is now rather shaky. There are several fossils from eastern Asia which seem older. But just as interestingly, there are Neanderthal genomic results from Altai populations which indicate an early admixture with an anatomically modern human population basal or almost basal to all extant groups. This means that this lineage is an outgroup to modern Africans and non-Africans, or, it was part of the original diversification of African lineages (one of which was the primary ancestor for non-Africans) ~200,000 years ago, give or take.

And that is the second major issue of complexification. Population structure within Africa, of both archaic and modern lineages, is going to be a major topic of interest. Just as non-Africans have admixture from highly diverged ‘archaic’ lineages (Neanderthals and Denisovans), some scholars have been arguing for years that Sub-Saharan Africans, especially those from “hunter-gatherer” lineages, have similar admixture. The most recent work seems to support the contention of very deep structure within Africa.

But much of this structure has been elided by the reality of the Bantu expansion. Starting 3,000 years ago a wave of agriculturalists from the environs of modern Cameroon pushed eastward and southward. Today the Bantu languages are dominant from the Gulf of Guinea to South Africa. This is a major problem in trying to understand the genetic variation which served as the context for the origin of modern humans, because the older structure has been overlain or replaced across much of its geographic extent. Though it is correct that modern Africans have the most genetic diversity one the whole, the between group diversity for Bantus is quite low, because they descend from a common population in the recent past.

But there are peoples within Africa who may preserve some of the ancestry of groups before the arrival of the Bantus. A new paper in PLOS GENETICS uses a very dense marker set to analyze Sudanese populations in particular. These groups are of interest because they seem reasonably distant from West Africans, but some of them do not have much Eurasian ancestry either. Like Mbuti Pygmies, or Kalahari Bushmen, they may therefore be one of the descendent groups from those which flourished within Africa when the ancestors of non-Africans left.

It’s called Northeast African genomic variation shaped by the continuity of indigenous groups and Eurasian migrations. It’s an uncorrected proof. Kind of like a preprint. So it may change. But here is the abstract:

…We investigate the population history of northeast Africa by genotyping ~3.9 million SNPs in 221 individuals from 18 populations sampled in Sudan and South Sudan and combine this data with published genome-wide data from surrounding areas. We find a strong genetic divide between the populations from the northeastern parts of the region (Nubians, central Arab populations, and the Beja) and populations towards the west and south (Nilotes, Darfur and Kordofan populations). This differentiation is mainly caused by a large Eurasian ancestry component of the northeast populations likely driven by migration of Middle Eastern groups followed by admixture that affected the local populations in a north-to-south succession of events. Genetic evidence points to an early admixture event in the Nubians, concurrent with historical contact between North Sudanese and Arab groups. We estimate the admixture in current-day Sudanese Arab populations to about 700 years ago, coinciding with the fall of Dongola in 1315/1316 AD, a wave of admixture that reached the Darfurian/Kordofanian populations some 400–200 years ago. In contrast to the northeastern populations, the current-day Nilotic populations from the south of the region display little or no admixture from Eurasian groups indicating long-term isolation and population continuity in these areas of northeast Africa.

The Eurasian admixture is well known. So not a big surprise. But I do think that this paper, like most, is somewhat biased toward detection of the most recent admixture event.

There are several Coptic samples in this data set. These individuals are descendants of recent migrants to the Sudan from Egypt. Because they are Christian, and resident in northern Sudan (I believe sampled in Khartoum), they are by necessity endogamous (marriage to a Muslim would have resulted in the result being raised as Muslim). It is no surprise that they are genetically similar to the Egyptian Muslim sample. But interestingly like the Egyptian Muslims they have a substantial minority of Nilotic Sub-Saharan African ancestry.

In much of the paper the admixture between Eurasian and Sudanic peoples is dated to after the rise of Islam. This is reasonable. For various reasons I am not totally clear on the emergence of Islam resulted in a far greater interconnectedness between Sub-Saharan Africa and North Africa & West Asia. But as non-Muslims Egyptian Christians, Copts, would not be part of the genetic admixture which slavery produced across the Middle East. Non-Muslim minorities tend to be rather less cosmopolitan than their Muslim neighbors. Perhaps the situation was different in Egypt, with Copts being a majority up until 1000 A.D. But, another factor may be that there were older pulses of admixture dating back to antiquity which the LD decay methods are missing (notice that Egyptians have West African ancestry which Copts lack).

The second major issue in this paper is that some groups, such as the Nuer, show no evidence of Eurasian admixture. This is not true of all Nilotic peoples. The Masai of Kenya for example have clear Eurasian admixture. But if indisputably Nilotic groups in southern Sudan lack it, it suggests that this occurred in East Africa due to mixing with Cushitic groups, some of whom, such as the Somalis, are also pastoralists.

Remember that Khoisan in southern Africa have Eurasian ancestry through the migration of Nilotic pastoralists. And yet somehow the Nilotic peoples of the Sudan, who have lived near to Cushitic and Semitic peoples with copious Eurasian admixture, lack that element. Similarly, the Bantus swept from Cameroon to the highlands of South African in 1,300 years, but were totally ineffectual at penetrating the Sudd. What this illustrates is that when it comes to human gene flow simple considerations of distance “as the crow flies” is not so important in many cases. Rather, cultures occupy territory in a geographically patchy manner, constrained by ecology and local human geography.

This reiterates the likely importance of ancient DNA in understanding African prehistory, and therefore, the prehistory of humankind as a whole.

Citation: Hollfelder N, Schlebusch CM, Günther T, Babiker H, Hassan HY, Jakobsson M (2017) Northeast African genomic variation shaped by the continuity of indigenous groups and Eurasian migrations. PLoS Genet 13(8): e1006976. https://doi.org/10.1371/journal.pgen.1006976


April 6, 2011

Africa in 12 ADMIXTURE chunks

Some have asked what the point is in poking around African population structure when Tishkoff et al. and Henn et al. have done such a good job in terms of coverage. First, it is nice to run your own analyses so you can slice & dice to your preference, and not rely on the constrained menu provided by others. There’s value in home cooking; you can flavor to your taste. Second, you never know what data people might leave on your doorstep. I’ve received the genotypes of three Somalis. Nothing too surprising, a touch more Cushitic than the Ethiopians in Behar et al., but interesting nonetheless.

Also, you can see how ADMIXTURE tends to come to weird conclusions in certain circumstances. Below is a K = 12 run ~50,000 SNPs. I’ve included in a few Behar et al. and HGDP populations to the Henn et al. set, as well as pruned a lot of the African groups which seem redundant in terms of information. I’ve added a few geographically informative labels as well.

Observe below that there is a Fulani cluster. I think this is pretty much an artifact. At K = 7 the Fulani have a majority component ...

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