The varieties of Brahmins (and others)

Sometimes people pass me data. Turns out Rajasthani Brahmins are quite different from UP Brahmins (more northwest-shifted). In this, they are like Pandits. In contrast, Bihar Babhans are just like UP Brahmins, who don’t seem to have much structure. Gujarati Brahmins are between South Indian Brahmins and North Indian Brahmins, and closer to the latter, while Maharashtra Brahmins seem more like South Indian Brahmins.

Adivasis are just like everyone else…sort of…but not

My previous post on Adivasis was not totally clear. So I’m going to try in shorter fragments and outline things so I’m more clear. I am not 100% correct with the model below (we’ll know more later), but this is my best current conception.

  1. 10,000 BC, end of the Ice Age, NW quadrant of the Indian subcontinent inhabited by a West Eurasian associated hunter-gatherers, related to the hunter-gatherers of the Zagros mountains in Iran, with some Siberian ancestry. The other three quadrants are dominated by hunter-gatherers with deep (40,000 years diverged)  associations with East Eurasians and Australo-Melanesians. These “Ancient Ancestral South Indians” (AASI) seem to have separated from the Andaman Islanders (AI) more than 30-35,000 years ago, but the AI are their closest current relatives (AI-related populations were dominant in mainland Southeast Asia until 4,000 years ago, when rice farmers from southern China migrated into the region).
  2. Between 7,000 and 4,000 years ago extensive admixture occurred within the IVC zone in the NW between the IVC-Iranian-related population and AASI groups moving northwest. The resultant population was far more Iranian-related than AASI (say 10-20% AASI), and these people eventually became the “Indus Valley Civilization.
  3. To the south and east the AASI populations probably did experience reciprocal gene flow at the same time, as Iranian-related populations spread south and east
  4. Why this distinction? I believe during the late Pleistocene the Thar desert was larger and more forbidding and blocked gene flow between the easternmost West Eurasians and westernmost East Eurasians.
  5. Steppe ancestry likely does not show up until after 2000 BC.
  6. I believe there was a Dravidian language spoken in Sindh, and later Gujarat and Maharashtra. These populations spread southward before and after 2000 BC, and eventually, they mixed with all the AASI groups in the same.
  7. In the period between 2000 and 1 BC there is more and more mixing and the arrival of steppe populations that become culturally ascendant across the subcontinent. In the south, the Dravidian-speaking zone, there is a distinction between post-IVC populations that engage with the expanding Indo-Aryans and those that do not engage with the Indo-Aryans

The period between 2000 and 1 BC is essential. In some areas, like the NW, large numbers of steppe people settled, and imposed their language and culture, albeit in synthesis with the local populations, who would be mostly IVC. While the IVC seems to have expanded only gingerly into the upper Gangetic plain and Gujarat, the Indo-Aryans pushed into the eastern zones, and parts of the south. The fact that Adivasi in the south have the canonically Indo-Aryan R1a-Z93 indicates that young bands of Indo-Aryan men penetrated all across the subcontinent. Their genetic imprint is clear in non-Brahmin southern groups like the Reddys, so they were ubiquitous.

But it is culture that matters more. The synthesis that developed in Punjab and Upper Gangetic plain eventually spread across the whole subcontinent and explains why Sangam literature has Sanskrit loanwords. The distinction between Adivasi and caste Hindu emerges from the distance to the expanding proto-Hindu culture based on a core of Aryan culture with indigenous accretions. This was a diverse religious and cultural matrix, but there were broad family similarities, and again, the Sangam literature alludes to “brahmins,” indicating that there was an early penetration of Aryan ritualists in the south. The Adivasi emerges not as a relict or the remnant of an early population, but as a set of societies at one of the spectra of the Aryan-indigenous synthesis that characterized the subcontinent.

The Aryan can become an Adivasi, as is attested by the Aryan men who clearly integrated themselves into those communities and lost their cultural distinctiveness. Similarly, Adivasis can become caste Hindus by adopting the norms of caste Hindus.

Bangladesh and West Bengal genetics

I got a few more samples with provenance. The Bengali Brahmins are shifte the way you would expect. The Bangladesh Kayastha (someone from a Hindu background) is in the cluster with generic Bangladeshis from Dhaka. The West Bengali Kayastha is far less East Asian. My current model right now is that the Kayasthas are basically peasants that engaged in uplift, as in general they don’t seem so genetically distinct from other Bengalis, in contrast with Brahmmins. Though Bengali Brahmins do exhibit admixture with Bengalis with East Asian ancestry, they are very different overall.

Genetic distances across the world

There was some discussion online about variation among South Asians. I decided to compute a few pairwise Fst statistics (measures between population variation) with some South Asian, European and East Asian populations (along with Iranians). I plot them below in two graphs. Also I ran Treemix.

I don’t have any major conclusion, just draw your own conclusion.

Here is a Google sheets with Fst values in a matrix.


Thank God the British are working on South Asian genomics

The sequences of 150,119 genomes in the UK Biobank:

We defined two other cohorts based on ancestry: African (XAF; n = 9,633; Extended Data Fig. 4) and South Asian (XSA; n = 9,252; Extended Data Fig. 5) (Fig. 3a–c). The 37,598 UKB individuals who do not belong to XBI, XAF or XSA were assigned to the cohort OTH (others). The WGS data of the XAF cohort represent one of the most comprehensive surveys of African sequence variation to date, with reported birthplaces of its members covering 31 of the 44 countries on mainland of sub-Saharan Africa (Extended Data Fig. 4). Owing to the considerable genetic diversity of African populations, and resultant differences in patterns of linkage disequilibrium, the XAF cohort may prove valuable for fine-mapping association signals due to multiple strongly correlated variants identified in XBI or other non-African populations.

Nearly 10,000 South Asians at high-quality whole-genome sequence scale is nice to see. Obviously, this is oversampling some groups (Mirpuris, Syhletis, and East African Indians who are mostly Guju), but it’s better than nothing. It’s really sad that the British are pushing forward with this. The Chinese have started to move into sequencing their whole nation (they have millions at low coverage). This isn’t that expensive; less than $100 per person at scale. Why is India tarrying on this? I don’t have inside info but I think the Permit Raj strikes again.

Global 25 is good, but a minor issue

ArainGang, has posted a pretty interesting map of various ancestry components in the subcontinent by population. It’s pretty good, especially for the south and west of the subcontinent. But, there is something weird going on in the northeast: a lot of these populations have “Ancestral Indian” (Andamanese) ancestry but hardly anything else East Asian. This seems wrong. In fact, the Khasi are on a cline to Bengalis. I ran a few analyses on samples with the Andamanese and I just don’t see that Global 25 is doing this right.

In the Global 25 model above the Khasi are 33% Ancient Indian, proxy for AASI, who are most closely related to the Andamanese. But you see in the analysis here the Khasi are along the India cline, but very shifted to the Han Chinese.

I ran a three-population test with a bunch of populations. You can see here that though the Andamanese are in the data set, the Khasi are best thought of as a mix of Han Chinese with an on-elite North Indian population.

pop a pop b f3 stat error Z-score
Khasi UP_Dalit Han_N -0.0012727 0.000328938 -3.8691
Khasi UP_Bihar_Kanjars Han_N -0.0010221 0.000334709 -3.0537
Khasi IP Han_N -0.00120191 0.000481175 -2.49787
Khasi Sintashta_MLBA Han_N -0.00080455 0.000392122 -2.05179

What does this mean? I don’t think it’s a big deal. If the population does not have East Asian ancestry to a great extent the plot by Araingang looks fine. But, obviously, Global 25 has some kinks that people need to consider. This is important because people often come to me with Global 25 as if it’s authoritative. It’s not. It’s just another way to reduce genetic variation in a human consumable fashion.

Gujurati genetics

I was working on a project and decided to check Gujus. A few things

1) A few years ago a Bohra emailed me kind of irritatingly saying I underestimated the non-South Asian ancestry in Bohras. I double-checked and that seems plausible. Looking at this Bohra Patel sample I have, that seems to be clear.

2) Guju Brahmins are positioned like North Indian Brahmins.

3) Most of you know more about Lohannas than I do. I will say that the Sindhi Lohanna sample I have is even more “north-shifted” than the Guju Lohanna.

4) Patels are a numerous cluster, obviously. The two Vania samples I have are north-shifted, but very close to the Patels (Patidars)

5) I have a Solanki sample that is clearly outside of the Patel cluster and south-shifted

The southwestern groups in the Indian subcontinent are enriched for “Middle Eastern” ancestry

Genetic affinities and adaptation of the South West coast populations of India:

Evolutionary event has not only transformed the genetic structure of human populations but also associated with social and cultural transformation. South Asian populations were formed as a result of such evolutionary events of migration and admixture of genetically and culturally distinct groups. Most of the genetic studies pointed to large-scale admixture event between Ancestral North Indian (ANI) and Ancestral South Indian (ASI) groups, also additional layers of recent admixture. In the present study we have analyzed 213 individuals inhabited in South West coast India with traditional warriors and feudal lord status and historically associated with recent migrations events and possible admixture with Indo-Scythians, Saka, Huns and Kushans, whose genetic links are still missing. Analysis of autosomal SNP markers suggests that these groups possibly derived their ancestry from some groups of North West India having additional Middle Eastern genetic component and also their separation history suggests very early separation from North West Indian and Gangetic plain Indo-Europeans during late bronze or Iron age, most probably following central India and Godavari basin to South West coast. Higher distribution of west Eurasian mitochondrial haplogroups also points to admixture through maternal lineage. Selection screen using genome wide genealogy approach revealed genetic signatures related to their long-term coastal food habits. Thus, our study suggests that the South West coastal groups with traditional warriors and feudal lords’ status are of a distinct lineage compared to Dravidian and Gangetic plain Indo-Europeans and are remnants of very early migrations from North West India following Godavari basin to Karnataka and Kerala.

If you do a west-to-east transect there is more “ANI” ancestry in the west of the subcontinent. This is true in the north, obviously (Punjabis to Bengalis), but less appreciated is that the same seems true in the peninsula south of the Vindhya Range. To some extend this is due to more steppe ancestry in groups like Nairs because of “gene flow” from Namboothiri Brahmins and such. But, that’s not all. As noted in this paper some of these western coastal groups clearly have an excess of “Middle Eastern” ancestry. That’s not surprising for the Jews of Cochin or even the Nasrani Christians. But what about Bunts and Nairs? There are two main ways you can explain this in my opinion:

1) A pre-steppe IVC and post-IVC era migration of “Iranian” peoples associated with the Ashmound culture has a significant impact that is most preserved in the western part of the peninsula

2) Later connections between West Asian (Arab and pre-Arab) people who were integrated into the local cultures over time (due to the matrilineal nature, at least originally, of some of these southwestern groups one can imagine how easy it would be to integrate sailors from other societies, or at least their offspring)

South Asian ancestry in Tajikistan

Genetic continuity of Indo-Iranian speakers since the Iron Age in southern Central Asia:

To model Tajiks, all 2-ways admixture models were excluded and we obtained one 3-ways admixture model (p-value = 0.49) implying around 17% ancestry from XiongNu, almost 75% ancestry from Turkmenistan_IA, and around 8% ancestry from a South Asian individual (Indian_GreatAndaman_100BP) representing a deep ancestry in South Asia.

Finally, we used DATES18 206 to estimate the number of generations since the admixture events. We  obtained 35±15 generations for the admixture between Turkmenistan_IA and XiongNu-like populations at the origins of the Yaghnobis, i.e. an admixture event dating back to ~1019±447 years ago considering 29 years per generation. For Tajiks (TJE, TJY, TJA) we obtained dates from ~ 546 ±138 years ago (18.8± 4.7 generations) to ~ 907 ± 617 years ago (31.2 ± 21.3 generations) for the West/East admixture. We also obtained a date of ~944 ±300 years ago for the admixture with the South Asian population.

Looks like most of the admixture from the Indian subcontinent dates to the period around 1000 AD, when the Ghaznavids were enslaving large numbers of Indians. This ancestry shows up in Afghanistan and eastern Iran.

Hayagriva was a Sintashta!

The paper is not out, but since the data has been uploaded they posted the abstract for the world to see, Project: PRJEB44430:

Horse domestication fundamentally transformed long-range mobility and warfare. However, modern domesticates do not descend from the earliest domestic horse lineage associated with archaeological evidence of bridling, milking and corralling at Botai, Central Asia ~3,500 BCE (Before Common Era). Other long-standing candidate regions for horse domestication, such as Iberia and Anatolia, were also recently challenged. Therefore, the genetic, geographic and temporal origins of modern domestic horses remained unknown. Here, we pinpoint the Western Eurasian steppes, especially the lower Volga-Don region, as the homeland of modern domestic horses. Furthermore, we map the population changes accompanying domestication from 273 ancient horse genomes. This reveals that modern domestic horses ultimately replaced almost all other local populations as they rapidly expanded across Eurasia from ~2,000 BCE, synchronously with equestrian material culture, including Sintashta spoke-wheeled chariots. We find that equestrianism involved strong selection for critical locomotor and behavioral adaptations at the GSDMC and ZFPM1 genes. Our results reject the commonly held association between horseback riding and the massive expansion of Yamnaya steppe pastoralists into Europe ~3,000 BCE driving the spread of Indo-European languages. This contrasts with the situation in Asia where Indo-Iranian languages, chariots and horses spread together, following the early second millennium BCE Sintashta culture.

If you ever inspect the domestic horse lineages you will note that they’re a monophyletic clade. They are recently descended from a common ancestor. Additionally, there is a massive skew in stallion lineages toward a few breeders. Ancient DNA has now solved the question of which prehistoric horse population the modern domestic breeds descend from: the horses from the eastern edge of the post-Yamnaya cultural zone.

Brown Pundits