search this blog

Loading...

Monday, June 25, 2012

Long IBD gives clues to migrations across Europe from the Iron Age to the present (aka. SMBE 2012 abstracts)


The Society for Molecular Biology and Evolution (SMBE) is holding a major conference this week, and has released a rather large PDF of abstracts of the presentations at the meeting. Most of these presentations are yet to be published as articles in journals, but after a bit of Googling, I think I located one of them online. Luckily, it just happens to be the one I’m most interested in…

Long IBD in Europeans and recent population history

Peter Ralph, Graham Coop
UC Davis, Davis, CA, USA

Numbers of common ancestors shared at various points in time across populations can tell us about recent demography, migration, and population movements. These rates of shared ancestry over tens of generations can be inferred from genomic data, thereby dramatically increasing our ability to infer population history much more recent than was previously possible with population genetic techniques. We have analyzed patterns of IBD in a dataset of thousands of Europeans from across the continent, which provide a window into recent European geographic structure and migration.

Unfortunately, the link doesn’t include much data, but has lots of impressive graphics. I’ve put together a small selection of these, focusing on…surprise, surprise…Poland. Basically, the larger the circle, the more Identity-by-descent (IBD) shared:



I think t’s very clear from the results that the Polish sample shares a lot of fairly recent IBD with many groups from across Europe, and especially those from north and east of the Alps. Most of these segments were certainly spread by various Indo-European groups, including the Slavs.

The authors have attempted to estimate the ages of the admixtures, and divided the results into three periods. The outcomes for Poland appear very accurate based on what we know from history and archaeology, although keep in mind that East Slavic individuals are missing from this part of the analysis. I’ve also included the graphics for Italy (IT) and Iberia (Iber), for comparison. The results for these two Southern European regions look much more conservative, and I suspect that’s due to their larger effective population sizes, plus the Alps and Pyrenees acting as strong barriers to gene flow from the north.



At the 0-540 ya period, Poles don’t share much with anyone except with each other and Germans. This makes sense, considering, for instance, the heavy migration of Poles from regions under Prussian occupation to the German industrial areas of the Ruhr and Saxony. These people were quickly Germanised and absorbed by the locals. Today, only their Polish sounding names and diluted genes remain.

I think the 555-1500 ya graphic very clearly shows the effects of the Slavic expansion, probably at least partly from the territory of modern Poland. I suspect the same expansion can also be seen on the 1515-2353 ya graphic. But here we can also likely see the effects of several other major population movements, including migrations of the Celts and Germanics. In any case, looking at all those large “Slavic” bubbles in the Balkans, I’m reminded of this quote from Procopius.

Illyria and all of Thrace, that is, from the Ionian Gulf to the suburbs of Constantinople, including Greece and the Chersonese, were overrun by the Huns, Slavs and Antes, almost every year, from the time when Justinian took over the Roman Empire; and intolerable things they did to the inhabitants. For in each of these incursions, I should say, more than two hundred thousand Romans were slain or enslaved, so that all this country became a desert like that of Scythia.

Eventually, the Slavs stopped raiding the Balkans and settled there permanently. Many became subjects of the Roman Empire.

It’d be fascinating if an IBD analysis like this was carried out on an expanded dataset, including many more samples from Northern and Eastern Europe, as well as West and Central Asia. We know there were movements of people from Europe deep into Asia during the metal ages, and learning more about these events could help us unravel the origins of such enigmatic groups as the early Indo-Europeans.

Actually, there’s another abstract in that SMBE selection, and this one is dealing with Identical by State (IBS) tracts in Europeans. It claims there’s been” no significant gene flow between Europeans and Asians within the past few hundred generations”. That sounds like a reasonable statement, but only in the context of the 1000 Genomes samples these scientists compared, which I assume included Europeans vs. South and East Asians. So like I say, what we really need is a study of IBD or IBS, or both, that looks at a wider variety of groups from West and Central Asia, because that’s where most of the relatively recent mixing took place.

Reconstructing demographic histories from long tracts of DNA sequence identity

Kelley Harris1, Rasmus Nielsen1,2

1UC Berkeley, Berkeley, CA, USA, 2University of Copenhagen, Copenhagen, Denmark

There has been recent excitement and debate about the details of human demographic history, involving gene flow that has occurred between populations as well as the extent and timing of bottlenecks and periods of population growth. Much of the debate concerns the timing of past admixture events; for example, whether Neanderthals exchanged genetic material with the ancestors of non-Africans before before or after they left Africa. Here, we present a method for using sequence data to jointly estimate the timing and magnitude of past genetic exchanges, along with population divergence times and changes in effective population size. To achieve this, we look at the length distribution of regions that are shared identical by state (IBS) and maximize an analytic composite likelihood that we derive from the sequentially Markov coalescent (SMC). Recent gene flow between populations leaves behind long tracts of identity by descent (IBD), and these tracts give our method its power by influencing the distribution of shared IBS tracts. However, since IBS tracts are directly observable, we do not need to infer the precise locations of IBD tracts. In this way, we can accurately estimate admixture times for relatively ancient events where admixture mapping is not possible, and in simulated data we show excellent power to characterize admixture pulses that occurred 100 to several hundred generations ago. When we study the IBS tracts shared between and within the populations sequenced by the 1000 Genomes consortium, we find evidence that there was no significant gene flow between Europeans and Asians within the past few hundred generations. It also looks unlikely that the Yorubans of Nigeria interbred with Europeans or Asians in a population-specific way, though there may have been admixture between Africans and an ancestral non-African population.

See also...

Long IBD gives clues to migrations across Europe from the Iron Age to the present - take 2


3 comments:

Nirjhar007 said...

Davidski, If we take 25 years per generation and multiply by 200 then it goes around 3000b.c.! Which is out of the Indo-european context atleast, yes more DNA from C,S and E asians is required.
The Moorjani et al.s conclusion also goes similar with Indologists like Giacomo Benedetti and others archaeologic and textual references.
Have a good time.

princenuadha said...

Holy crap, this is awesome!

I knew they would come up with something like this.

I think that as this gets more accurate it will often times be the best thing to refer too. The problem of aDNA is that we don't know if and how its in our genepool and we can't find all the aDNA.

the downside of this tech is that we don't have past geography, or genes that were a dead end (if that is any issue).

"and especially those from north and east of the Alps."

Wow, they share a lot with Eastern Europe. Very mobile.

The alps, the west, and the Baltic seemed to be genetic barriers compared to the free flow of the east.

Jeremy Berg said...

The Ralph and Coop article is available on arXiv.org: http://arxiv.org/abs/1207.3815, if you haven't already found it.