How did steppe ancestry spread into the Biblical-era Levant?

It's likely that at least two of the Philistines from Feldman et al. 2019 harbor relatively recent steppe ancestry. They're labeled ASH067 and ASH068 in the paper. The former individual is a male who belongs to Y-chromosome haplogroup R1, which appears to be R1b-M269 judging by the data from the relevant BAM file.

This is just the second instance of Y-haplogroup R1 from the pre-Crusades Levant, and, of course, neither R1 nor R1b-M269 appear in the Near Eastern ancient DNA record prior to the expansions of the Yamnaya and other closely related pastoralist groups from the steppes and forest steppes of Eastern Europe.

So how did the Yamnaya-related ancestry spread into the Biblical-era Levant? Did it come via Anatolia, the Caucasus and/or the Mediterranean?

To try and answer this question I analyzed separately the genome-wide data for ASH067 and ASH068 with qpAdm, relying on outgroup and reference populations that weren't featured in the qpAdm runs in the Feldman et al. paper. I also limited the analyses to what were in my view the most proximate two- and three-way solutions in terms of chronology and geography.

The models with the best statistical fits, each labeled with their "tail probs", are available in a zip file here. From my experience with qpAdm, I'd say that the most useful models generally show comparably high tail probs but low chisq values and standard errors. Please note also that I discarded all of the models with at least one standard error higher than 0.2 and/or based on less than 100K SNPs.

As far as I can see, these two are among the very best outcomes. Bell_Beaker_FRA are nine samples associated with the Bell Beaker culture (BBC) from what is now France. Interestingly, the BBC population was rich in Y-haplogroup R1b-M269.

Levant_ISR_Ashkelon_IA1_ASH067
Bell_Beaker_FRA 0.116±0.059
GRC_Minoan 0.507±0.111
Levant_ISR_Ashkelon_LBA 0.377±0.117
chisq 9.018
tail prob 0.530432

Levant_ISR_Ashkelon_IA1_ASH068
Bell_Beaker_FRA 0.237±0.044
GRC_Minoan 0.763±0.044
chisq 4.736
tail prob 0.943265

In my opinion, these models basically confirm that both ASH067 and ASH068 harbor Yamnaya-related ancestry. It's heavily diluted and minor, but it's there. Admittedly, even after looking over the qpAdm output several times, I'm still not quite sure how their ancestors acquired this ancestry. But for the time being, Mediterranean Europe appears to be the most plausible proximate source one way or another. Any thoughts about that? Feel free to share them in the comments below.

See also...

Evidence of European ancestry in the Philistines

R1b-M269 in the Bronze Age Levant

Late PIE ground zero now obvious; location of PIE homeland still uncertain, but...

Evidence of European ancestry in the Philistines

The abstract below has just appeared at the European Nucleotide Archive (see here), so I'm guessing that the relevant paper and accompanying ancient genome-wide data will be published within weeks if not days. Emphasis is mine:

The ancient Mediterranean port-city of Ashkelon, identified as “Philistine” during the Iron Age, underwent a dramatic cultural change between the Late Bronze- and the early Iron- Age. It has been long debated whether this change was driven by a substantial movement of people, possibly linked to a larger migration of the so-called “Sea Peoples”. Here, we report genome-wide data of ten Bronze- and Iron- Age individuals from Ashkelon. We find that the early Iron Age population was genetically distinct due to a European related admixture. Interestingly, this genetic signal is no longer detectible in the later Iron Age population. Our results support that a migration event occurred during the Bronze- to Iron- Age transition in Ashkelon but did not leave a long-lasting genetic signature.

Update 4/7/2019: The paper is now available at Science Advances [LINK]. One of the Ashkelon ancients, who also shows a relatively high level of European ancestry, belongs to Y-Chromosome haplogroup R1 (probably R1b-M269). I've updated my Global25 datasheets with the new samples. Look for the Levant_ISR_Ashkelon prefix. Same links as always...

Global25 datasheet ancient scaled

Global25 pop averages ancient scaled

Global25 datasheet ancient

Global25 pop averages ancient

This is how they cluster in my Principal Component Analysis (PCA) of ancient West Eurasian genetic variation. The relevant datasheet is available here. Based on these results, it's tempting to think that the European ancestry in the Philistines may have been of Greek provenance. But keep in mind that this is just a two dimensional view and a simplification of reality. I'll have more to say about the ancestry of these individuals and the origins of the Philistines in future blog posts.

See also...

Five foot Philistines

How did steppe ancestry spread into the Biblical-era Levant?