Cosmopolitanism at the Roman Danubian Frontier, Slavic Migrations, and the Genomic Formation of Modern Balkan Peoples

https://www.biorxiv.org/content/10.1101/2021.08.30.458211v1?rss=1

 

 

Cosmopolitanism at the Roman Danubian Frontier, Slavic Migrations, and the Genomic Formation of Modern Balkan Peoples

Inigo Olalde, Pablo Carrion, Ilija Mikic, Nadin Rohland, Shop Mallick, Iosif Lazaridis, Miomir Korac, Snezana Golubovic, Sofija Petkovic, Natasa Miladinovic-Radmilovic, Dragana Vulovic, Kristin Stewardson, Ann Marie Lawson, Fatma Zalzala, Kim Callan, Zeljko Tomanovic, Dusan Keckarevic, Miodrag Grbic, Carles Lalueza-Fox, David E. Reich
 

Abstract

The Roman Empire expanded through the Mediterranean shores and brought human mobility and cosmopolitanism across this inland sea to an unprecedented scale. However, if this was also common at the Empire frontiers remains undetermined. The Balkans and Danube River were of strategic importance for the Romans acting as an East-West connection and as a defense line against "barbarian" tribes. We generated genome-wide data from 70 ancient individuals from present-day Serbia dated to the first millennium CE; including Viminacium, capital of Moesia Superior province. Our analyses reveal large scale-movements from Anatolia during Imperial rule, similar to the pattern observed in Rome, and cases of individual mobility from as far as East Africa. Between ca 250-500 CE, we detect gene-flow from Central/Northern Europe harboring admixtures of Iron Age steppe groups. Tenth-century CE individuals harbored North-Eastern European-related ancestry likely associated to Slavic-speakers, which contributed >20% of the ancestry of today's Balkan people.

 
PCA from the supplement:
 

Samples from the Slavic cluster:

Genetic ClusterIDNecropolismtDNA haplogroupY-chromosome haplogroup
Serbia_SlavicI15537Timacum Minus, Kuline NecropolisH13a2aE1b1b1a1b1
Serbia_Slavic_oI15538Timacum Minus, Kuline NecropolisH1e1a6R1b1a1b1a1a2f
Serbia_Slavic_oI15539Timacum Minus, Kuline NecropolisH1e1a6,H1e1a6R1b1a1b1a1a2f
Serbia_SlavicI15540Timacum Minus, Kuline NecropolisJ1b1a1..
Serbia_SlavicI15541Timacum Minus, Kuline NecropolisK1a4I2a1a2b1a1
Serbia_SlavicI15542Timacum Minus, Kuline NecropolisH9aI2a1a2b1a1
Serbia_SlavicI15543Timacum Minus, Kuline NecropolisH1f+16093J2a1a(xJ2a1a1a2,J2a1a1b3,J2a1a4)


Comments

EastPole said…
They say “the ultimate origin of Slavic speakers and the degree of demographic impact in the region is not yet well understood” and then they use Russia_Ingria_IA and present-day Mordovian to estimate Slavic ancestry in the Balkans.
Arza said…
Luckily it's a preprint, so there's room for improvement.
ambron said…
Interestingly, neither the early medieval West Slavic (RISE569) nor East Slavic (RISE568) genome was a good proxy for the early Slavs.
Arza said…
@ ambron

Finding working models in qpAdm is tricky and often the models are being rejected for purely technical reasons, like poor quality, low sample size etc.

ambron said…
Arza, have you noticed the guy I15520 who is in the CNE cluster and has the haplogroup Z645?
Arza said…
@ ambron

It can be Z645*, Z283* or Z93 (SZ1 has similar position on the NE PCA) so we need to wait for the bam files.
ambron said…
Arza, and what is the position of SZ1, because I can't find this sample on the original PCA of the authors?
ambron said…
Okay, I've already found information about SZ1. It is currently classified as an Avar. So it's probably going to be a Z93, like the SZ1.
Matt said…
@arza and ambron, re qpAdm models, one point (that you probably already know) is that they can end up being *very* specific on ancestry streams as well, if the data is very good quality.

I've been running some qpWave models (essentially its the same as qpAdm but just estimates number of ancestry streams *not* admixture weights and feasible). Those have been finding that if I model present day European populations, using only as pRight outgroups(Mbuti, Turkey_N, Russia_Afanasievo, Serbia_IronGates_Mesolithic, Nganasan) , they have to have *exactly* the right level of mixtures of ancestry to have a passing p-value as each other. E.g. Belarusians only having passing p-values as Ukrainians, and Basques only as Spanish_North, Norwegians only as Icelandic, Czechs only with English, etc. Even populations who have relatively slight differences like Belarusians vs Norwegians or Scots (former slightly more WHG, latter slightly more Yamnaya and EEF) fail to have passing p-values.

So sometimes you can get the opposite problem to bad data, if you model has very good data (like high quality modern data) where a close match is rejected because the model is looking for very specific combinations.

(On a tangent, swapping in Bronze Age outgroups for the above - which are less sensitive to deep ancestry but more to the other drifts that separate east vs west europe - has roughly the same results, still very specific, but improves the degree to which East or Western Europeans can be modelled with other populations from East or West, while starting to reject things like modelling Czechs with English. And specifically seemed to improve the p-value of modelling Czechs with modern Carpatho-Balkan groups more than modelling them with NE).
ambron said…
Matt, what are the conclusions of this?
Arza said…
@ Matt

If they don't pass as each other that's actually good. It means that qpAdm with this set of outgroups can distinguish between the target/left pops.

What's problematic is that when you change right pops everything can change. And you never know if the current right pops set is able to really set apart all the left pops or there is something missing.

ambron said…
Arza, are you preparing any surprise for us in the coming days?
Genos Historia said…
@Arza.
"Luckily it's a preprint, so there's room for improvement."

I don't mean to discourage.

But 'experts' in genetics have a habit of keeping their heads in their asses so deep that they can't hear people explain their mistakes.

They're not going to listen to bloggers even though we know better. No one in their field of study will correct them.
ambron said…
Arza, what is the oldest sample with Balto-Slavic drift at the moment? Can you throw in her model?
ambron said…
Arza, is ROU_C_o: GB1 the oldest sample with Balto-Slavic drift?
Arza said…
@ ambron

It's complicated. It's not the oldest one, but it has an excess of this drift likely due to a recent admixture from a population that was also directly ancestral to the Baltic_BA cluster.

It's not the absolute age that is important here, but the fact that it predates CWC by a few centuries and it doesn't show any additional EHG or CHG ancestry, so it's not a badly dated or contaminated sample.
ambron said…
Everything is clear, thanks!
ambron said…
Arza, from your words it appears that there are still other and older samples with traces of Balto-Slavic drift. Maybe you could introduce them or maybe you could write a separate thread about it. I have your entry on the disc about the oldest samples with Balto-Slavic drift from Slovakia and Poland; instructive reading.
Arza said…
Maybe one day...

You underestimate how much work is needed just to "introduce" them. You've asked me now to write a huge paper about the paleolithic and mesolithic history of West Eurasia.

ambron said…
In fact, I had no idea it was such a huge amount of work. Sorry, I withdraw my request.

But the matter of this "Slavic" Etruscan is interesting.