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Showing posts with label Iron Age. Show all posts
Showing posts with label Iron Age. Show all posts

Saturday, January 17, 2026

New Iron Age samples from southeastern Poland


A new dataset has appeared online from a yet to be published paper titled Cosmopolitanism in the depths of Barbaricum evidenced by archaeogenomic data from the Late Iron Age Goth community of the Masłomęcz group [Update: the paper is now available at this Link].

Most of these Gothic samples are clearly of Scandinavian origin, and very similar to present-day Swedes. Overall, however, they create a somewhat heterogeneous cluster that also overlaps with present-day Poles thanks to the presence of a few Balto-Slavic-related and possibly Roman-related individuals.

The Principal Component Analysis (PCA) plots below were produced with the excellent Vahaduo G25 Global Views tool using the data here.

Their Y-haplogroups more or less reflect the PCA results:

PL046 R-YP6228
PL048 I-PH833
PL049 I-A11537
PL052 R-Y48961
PL059 I-PH833
PL062 I-S15301
PL065 I-Y294193
PL066 R-FGC2555
PL067 R-S7759
PL070 I-CTS10028
PL071 I-BY316
PL076 I-S9318
PL082 I-Z2041
PL085 J-Z38241
PL086 I-FT29339

See also...

Early Slavs from Tribal Period Poland

Wielbark Goths were overwhelmingly of Scandinavian origin

High-resolution stuff

Friday, November 10, 2023

Wielbark Goths were overwhelmingly of Scandinavian origin


When used properly, Principal Component Analysis (PCA) is an extraordinarily powerful tool and one of the best ways to study fine-scale genetic substructures within Europe.

The PCA plot below is based on Global25 data and focuses on the genetic relationship between Wielbark Goths and Medieval Poles, including from the Viking Age, in the context of present-day European genetic variation.


I'd say that it's a wonderfully self-explanatory plot, but here are some key observations:

- the Wielbark Goths (Poland_Wielbark_IA) and Medieval Poles (Poland_Middle_Ages) are two distinct populations

- moreover, the Wielbark Goths form a relatively compact Scandinavian-related cluster and must surely represent a homogenous population overwhelmingly of Scandinavian origin

- on the other hand, the Medieval Poles form a more extensive and heterogeneous cluster that overlaps with present-day groups all the way from Central Europe to the East Baltic, and that's because they are likely to be in large part of mixed origin

- I know for a fact that at least some of these early Poles harbor recent admixture, because their burials are similar to those of Vikings and their haplotypes have been shown to be partly of Scandinavian origin (see here)

- one of the Wielbark females is an obvious genetic outlier (Poland_Wielbark_IA_outlier), and basically looks like a first generation mixture between a Goth and a Balt.

Please note that the PCA is only based on relatively high quality genomes, so as not to confuse the picture with spurious results and noise. Also, all outliers with potentially significant ancestry from outside of Central, Eastern and Northern Europe were removed from the analysis. The relevant datasheet is available here.

However, sanity checks are always important when studying complex topics like fine-scale genetic ancestry. To that end I've prepared a graph based on f3-statistics of the form f3(X,Cameroon_SMA,Estonia_BA)/(X,Cameroon_SMA,Ireland_Megalithic), that reproduces the key features of my PCA. The relevant datasheet is available here.

Polish groups from the Middle Ages are marked with the MA suffix, while the Iron Age Wielbark Goths are marked with the IA suffix.

If you're wondering why I plotted the f3-statistics that I did, take a look at this (all groups largely of Scandinavian origin are emboldened):

f3(X,Estonia_BA,Cameroon_SMA)
Poland_Legowo_MA 0.226406
Poland_Ostrow_Lednicki_MA 0.225996
Poland_Plonsk_MA 0.225017
Poland_Trzciniec_Culture 0.224215
Poland_Lad_MA 0.224142
Poland_Viking 0.223838
Poland_Niemcza_MA 0.223659
Poland_Weklice_IA 0.223549
Poland_Kowalewko_IA 0.222584
Poland_Pruszcz_Gdanski_IA 0.222324
Sweden_Viking 0.222091
Russia_Viking 0.222042
Poland_Maslomecz_IA 0.221914
Norway_Viking 0.221825
Denmark_EarlyViking 0.221257
Denmark_Viking 0.221174
England_Viking 0.220979

f3(X,Ireland_Megalithic,Cameroon_SMA)
Poland_Maslomecz_IA 0.219816
Poland_Weklice_IA 0.219501
Denmark_Viking 0.2192
Poland_Kowalewko_IA 0.219176
Poland_Ostrow_Lednicki_MA 0.218916
Norway_Viking 0.218854
Poland_Pruszcz_Gdanski_IA 0.218684
Sweden_Viking 0.218626
Denmark_EarlyViking 0.218529
England_Viking 0.218308
Russia_Viking 0.217999
Poland_Viking 0.217914
Poland_Plonsk_MA 0.217756
Poland_Lad_MA 0.217719
Poland_Legowo_MA 0.21765
Poland_Niemcza_MA 0.217001
Poland_Trzciniec_Culture 0.216551

Interestingly, the Middle Bronze Age samples associated with the Trzciniec Culture (Poland_Trzciniec_Culture) show a closer genetic relationship to Medieval Poles than to Wielbark Goths or Northwestern Europeans. This is indeed the case both in terms of genome-wide and uniparental markers, including some very specific lineages under Y-chromosome haplogroup R1a.

But that's a much more complex issue that I'll leave for another time. So please stay tuned.

See also...

Slavs have little, if any, Scytho-Sarmatian ancestry

Thursday, May 16, 2019

Fresh off the sledge


As things stand, the closest individual to a Proto-Uralic speaker in the ancient DNA record is arguably 0LS10 from an Iron Age tarand grave in what is now Estonia. I say that because:

- isotopic data suggest that 0LS10 wasn't born where he died, and considering his elevated Siberian ancestry relative to earlier and most contemporaneous Baltic ancients, he was very likely a migrant to the Baltic region from the east

- the tarand grave tradition appears to be specifically a Finnic (west Uralic) phenomenon that probably spread from the Volga-Oka region, which is just west of where most people place the Proto-Uralic homeland

- 0LS10 belongs to Y-chromosome haplogroup N-L1026, a paternal marker that is especially closely associated with Uralic-speaking populations and probably only appeared in the East Baltic region during the transition from the Bronze Age to the Iron Age

You can find more background info about 0LS10 and other relevant samples in Saag et al. 2019 (see here). This is where he sits in my Principal Component Analyses (PCA) focusing on fine scale Northern European genetic diversity. The relevant datasheets are available here and here, respectively.
Note that 0LS10 doesn't cluster strongly with any ancient or modern populations. To investigate this in more detail I ran a series of two-way qpAdm analyses, testing tens of ancient individuals and populations as potential admixture sources. These two models stood out above the rest in terms of their statistical fits, chronology and overall plausibility.

Baltic_EST_IA_0LS10
Baltic_EST_BA 0.826±0.045
RUS_Sintashta_MLBA_o1 0.174±0.045

chisq 12.527
tail prob 0.564048
Full output

Baltic_EST_IA_0LS10
Baltic_EST_BA 0.683±0.102
RUS_Mezhovskaya 0.317±0.102

chisq 13.811
tail prob 0.463864
Full output

Please note that RUS_Sintashta_MLBA_o1 isn't representative of the Sintashta culture population as a whole. It's a group of the most extreme genetic outliers among the Sintashta samples, and they may or may not have been Uralic speakers (see here). Interestingly, the Mezhovskaya culture population is generally associated with the Ugric branch of the Uralic language family.

I was also able to closely replicate these results with the Global25/nMonte method; down to almost one per cent. However, the statistical fits (distances) are poor, probably because the reference populations aren't the real mixture sources. This is in line with the fact that their Y-haplogroups are Q1a, R1a and R1b, rather than any type of N.

Baltic_EST_IA:0LS10
Baltic_EST_BA,83.8
RUS_Sintashta_MLBA_o1,16.2

distance%=4.7955

Baltic_EST_IA:0LS10
Baltic_EST_BA,69.8
RUS_Mezhovskaya,30.2

distance%=3.5783

I do realize that two Bronze Age samples from Bolshoy Oleni Ostrov, Kola Peninsula, belong to N-L1026, but adding them to my mixture models doesn't help. Little wonder, because the Kola Peninsula lies within the Arctic Circle, and I'm pretty sure that 0LS10 and his N-L1026 came from somewhere just north of the mixture cline marked on the map below. Unfortunately, I can't test this directly yet due to the scarcity of ancient samples from this region.



Sunday, May 5, 2019

Conan the Barbarian probably belonged to Y-haplogroup R1a


A fresh batch of Iron Age genomes from across the Eurasian steppes is about to be published along with a new paper at Current Biology. The manuscript, titled Shifts in the Genetic Landscape of the Western Eurasian Steppe Associated with the Beginning and End of the Scythian Dominance, is still under review but freely available here.

Most of the male ancients, including two Cimmerians from the North Pontic steppe, in what is now Ukraine, belong to Y-chromosome haplogroup R1a. Wasn't Conan the Barbarian supposed to be a Cimmerian? From the preprint, emphasis is mine:

The Early Iron Age nomadic Scythians have been described as a confederation of tribes of different origins, based on ancient DNA evidence [1-3]. It is still unclear how much of the Scythian dominance in the Eurasian Steppe was due to movements of people and how much reflected cultural diffusion and elite dominance. We present new whole-genome sequences of 31 ancient Western and Eastern Steppe individuals including Scythians as well as samples pre- and postdating them, allowing us to set the Scythians in a temporal context (in the Western/Ponto-Caspian Steppe). We detect an increase of eastern (Altaian) affinity along with a decrease in Eastern Hunter-Gatherer (EHG) ancestry in the Early Iron Age Ponto- Caspian gene pool at the start of the Scythian dominance. On the other hand, samples of the Chernyakhiv culture postdating the Scythians in Ukraine have a significantly higher proportion of Near Eastern ancestry than other samples of this study. Our results agree with the Gothic source of the Chernyakhiv culture and support the hypothesis that the Scythian dominance did involve a demic component.

...

Out of the 31 samples of this study, 16 are male, and with sufficient Y-chromosome coverage for haplogroup assignment (Table S2). R1a (43%) and I (27%) are the two most frequent Y- chromosome hgs in present-day Ukrainians [142]. R1a is also the predominant lineage among Cimmerians, Scy_Ukr and ScySar_SU in our data, and present among Scy_Kaz as well. Thus, although acknowledging our small sample size, the individuals sampled from archaeological context associated with Scythian identity do not appear to stand out from the context of other groups living in the region before and after them. One notable difference from the present is the absence of hg N, nowadays widespread in the Volga-Uralic region and West Siberia as well as among Mongols and Altaians [165-167]; however, this result is consistent with the absence of hg N among Bronze Age and Eneolithic males from the Steppe [168]. In context of their claimed Altaian homeland it is interesting to note that one Scy_Ukr and the single Sar_Cau sample belong to the Q1c-L332 lineage which is a sub-clade of hg Q1c-L330 that today has peak frequency of 68% in Western Mongolians [169] and occurs at 17% in South Altaians [170] while being very rare (<1%) in East European populations and absent elsewhere (https://www.yfull.com/tree/Q-L330/).


Järve et al., Shifts in the Genetic Landscape of the Western Eurasian Steppe Associated with the Beginning and End of the Scythian Dominance, Current Biology (preprint), Posted: 6 Mar 2019, http://dx.doi.org/10.2139/ssrn.3346985

Update 12/07/2019: The paper has just been published and is freely available at Current Biology [LINK].

See also...

The mystery of the Sintashta people

On the association between Uralic expansions and Y-haplogroup N

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

Thursday, April 18, 2019

Early chariot riders of Transcaucasia came from...


I'm finding it increasingly difficult nowadays to fully appreciate all of the ancient DNA samples that are accumulating in my dataset. But it's not entirely my fault.

Among the hundreds of ancient samples published last year there was a couple of Middle Bronze Age (MBA) individuals from what is now Armenia labeled "Lchashen Metsamor" (see here). I wasn't planning to do much with these samples because, even after reading the Nature paper that they came with a couple times over, I didn't have a clue what they were about. But after some digging around, I now know that their people, those associated with the Lchashen Metsamor archeological culture, were among the earliest in Transcaucasia, and indeed the Near East, to use the revolutionary spoked-wheel horse chariot. How awesome is that?

The invention of the spoked-wheel chariot is generally credited to the Middle Bronze Age Sintashta culture of the Trans-Ural steppe in Central Asia, and its rapid spread is often associated with the early expansions of Indo-European languages deep into Asia. On the other hand, some have argued that this type of chariot was first developed in the Near East, and directly derived from solid-wheeled wagons pulled by donkeys.

It's now obvious, thanks to ancient DNA, that the Sintashta people were by and large migrants to Central Asia from somewhere in Eastern Europe, and that they didn't harbor any recent ancestry from the Near East. So if chariot technology spread into the steppes from the Near East, then it did so without any accompanying gene flow, which is possible but not entirely convincing. This begs the question of whether the Lchashen Metsamor population was of Sintashta-related origin, because if it was, then this would corroborate the consensus that spoked-wheel chariots were introduced into Transcaucasia from the steppes to the north.

Below is a Principal Component Analysis (PCA) of West Eurasian genetic variation. It does suggest that the Lchashen Metsamor pair (labeled Armenia_MBA_Lchashen), as well as most of the other currently available samples from what is now Armenia dating to the Middle to Late Bronze Age (MLBA), harbor some steppe ancestry. That's because they appear to form a cline between samples associated with the Sintashta and Kura-Araxes cultures. Of course, the Kura-Araxes culture was a major Early Bronze Age (EBA) archeological phenomenon centered on Transcaucasia and surrounds, so its population can be reasonably assumed to have formed the genetic base of most subsequent populations in the region. The relevant PCA datasheet is available here.


To investigate the possibility of Sintashta-related admixture in Lchashen Metsamor with formal methods, I ran a series of mixture models with the qpAdm software. Here are the three statistically most sound outcomes that I was able to come up with for Lchashen Metsamor:

Armenia_MBA_Lchashen
CWC_Kuyavia 0.183±0.036
Kura-Araxes_Kaps 0.817±0.036
chisq 13.941
tail prob 0.378021
Full output

Armenia_MBA_Lchashen
Balkans_BA_I2163 0.193±0.045
Kura-Araxes_Kaps 0.807±0.045

chisq 14.780
tail prob 0.321267
Full output

Armenia_MBA_Lchashen
Kura-Araxes_Kaps 0.788±0.043
Sintashta_MLBA 0.212±0.043

chisq 14.871
tail prob 0.315451
Full output

I sorted the output by "tail prob", but the fact that Sintashta_MLBA is in third place isn't a problem because the stats in all of these models are basically identical. Indeed, CWC_Kuyavia (Corded Ware culture samples from present-day Kuyavia, North-Central Poland) and Balkans_BA_I2163 (a Bronze Age singleton from what is now Bulgaria) are both very similar and probably closely related to each other and to the Sintashta samples.

Interestingly, and, I'd say, importantly, ancients from the steppe that are closest to Lchashen Metsamor in both space and time, but not particularly closely related to the Sintashta people, don't work too well as a mixture source in such models.

Armenia_MBA_Lchashen
Kubano-Tersk 0.184±0.046
Kura-Araxes_Kaps 0.816±0.046

chisq 22.179
tail prob 0.0526526
Full output

A couple of months ago I suggested that populations associated with the Early to Middle Bronze Age (EMBA) Catacomb culture were the vector for the spread of steppe ancestry into what is now Armenia during the MLBA (see here). After taking a closer look at the Lchashen Metsamor samples, I now think that the peoples of the Sintashta and related cultures were also important in this process. If so, they may have moved from the steppe into Transcaucasia both from the west via the Balkans and the east via Central Asia, and brought with them spoked-wheel chariots. I don't have a clue what language they spoke, but I'm guessing that it may have been something Indo-European.

See also...

The mystery of the Sintashta people

A potentially violent end to the Kura-Araxes Culture (Alizadeh et al. 2018)

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

Monday, March 25, 2019

Celtic probably not from the west


The term "Celtic from the west" is the catchphrase for a working theory, offered in a couple of recent books, positing that the earliest speakers of Celtic languages lived in Atlantic Europe during the Bronze Age or even earlier. It'll be interesting to see how this theory holds up against increasing numbers of ancient samples from attested early Celtic-speaking populations.

More popular and long-standing theories postulate that the Proto-Celts are associated with the Urnfield and/or Hallstatt archeological cultures of Late Bronze Age and Iron Age Central Europe. I'm inclined to agree with these more mainstream views when looking at my qpAdm mixture models below of three Celtiberians from what is now La Hoya, northern Spain, from the recent Olalde et al. paper on the genomic history of Iberia.

Celtiberian_LaHoya
Halberstadt_LBA 0.207±0.077
Pre-Celtiberian_LaHoya 0.793±0.077

chisq 15.031
tail prob 0.522396
Full output

Celtiberian_LaHoya
Halberstadt_LBA 0.196±0.074
Non-Celtic_Iberian 0.804±0.074

chisq 17.366
tail prob 0.362297
Full output

The Celtiberians show a stronger signal of (Urnfield-related?) ancestry from the northeast than their Bronze Age predecessors in northern Iberia (Pre-Celtic_LaHoya) as well as their Iron Age contemporaries from eastern Iberia (Non-Celtic_Iberian). The latter group very likely spoke the non-Indo-European Iberian language. It's not clear what the Bronze Age northern Iberians spoke, but it may have been a language related to Basque, which is also non-Indo-European.

Of course, the fact that the Celtiberians harbored more northern Bell Beaker-related ancestry than basically all earlier Iberian groups was already reported in the Olalde et al. paper (on page 2), but I just wanted to see if I could flesh out some more details in regards to this observation by using chronologically and archeologically more proximate reference populations.

See also...

Open thread: What are the linguistic implications of Olalde et al. 2019?

An exceptional burial indeed, but not that of an Indo-European

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

Thursday, July 19, 2018

An early Iranian, obviously


Today, the part of Asia between the Caspian Sea and the Altai Mountains, known as Turan, is largely a Turkic-speaking region. But during the Iron Age it was dominated by Iranian speakers. Throughout this period it was the home of a goodly number of attested and inferred early Iranic peoples, such as the Airya, Dahae, Kangju, Massagetae, Saka and Sogdians.

Indeed, the early Iron Age Yaz II archaeological culture, located in southwestern Turan, is generally classified as an Iranian culture, and even posited to have been the Airyanem Vaejah, aka home of the Iranians, from ancient Avestan literature.

That's not to say that Iranian speakers weren't present in this part of the world much earlier. They probably were, and it's likely that we already have their genomes (see here). But the point I'm making is that Turan can't be reliably claimed to have been an Iranian realm until the Iron Age.

Ergo, any ancient DNA samples from Turan dating to the Iron Age, as opposed to, say, the Bronze Age, are very likely to be those of early Iranian speakers. One such sample is Turkmenistan_IA DA382 from Damgaard et al. 2018.

Below is a screen cap of the "time map" from homeland.ku.dk, with the slider moved to 847 BC, showing the location of the burial site where the remains of DA382 were excavated. The site is marked with the Z93 label because DA382 belongs to the Eastern European-derived Y-chromosome haplogroup R1a-Z93. Interestingly, his burial was located in close proximity to archaeological sites associated with the above mentioned and contemporaneous Yaz II culture.


DA382 didn't get much of a run in the Damgaard et al. paper, and little wonder because the authors also analyzed 73 other ancient samples. So let's take a close look at this individual's genetic structure to see whether there's anything particularly Iranian about it.

Damgaard et al. did mention that DA382 was partly of Middle to Late Bronze Age (MLBA) steppe origin. And indeed, my own mixture models using qpAdm confirm this finding with very consistent results and strong statistical fits. Here are a couple of two-way examples...

Turkmenistan_IA
Namazga_CA 0.528±0.040
Srubnaya_MLBA 0.472±0.040
taildiff: 0.561330411
Full output

Turkmenistan_IA
Dzharkutan1_BA 0.530±0.037
Srubnaya_MLBA 0.470±0.037
taildiff: 0.485083377
Full output

The fact that the MLBA Srubnaya samples from the Pontic-Caspian steppe can be used to model DA382's ancestry (alongside Bronze and Copper Age populations from Turan) with such ease shouldn't be surprising, considering the he belongs to R1a-Z93, which is the dominant Y-haplogroup in the Srubnaya and all other closely related MLBA steppe peoples.

Now, Srubnaya is generally regarded to be the proto-Iranian archaeological culture. How awesome is that considering those qpAdm fits? But, admittedly, this is just an inference, even if a robust one, based on genetic, archaeological and historical linguistics data. So apart from the fact that DA382 comes from Iron Age Turan, an Iranian-speaking realm, is there any other way to link him directly to Iranians?

Well, he's very similar in terms of overall genetic structure to some of the least Turkic-admixed Iranian speakers still living in Turan, and might well be ancestral to them.

For instance, below is a Principal Component Analysis (PCA) featuring a wide range of ancient and present-day West Eurasian samples. Note that, in line with the qpAdm models, DA382 clusters about half-way between the populations of the MLBA steppe and pre-Kurgan expansion Turan, and amongst present-day Yaghnobi and Pamiri Tajiks. In fact, he clusters at the apex of a southeast > northwest cline made up of Tajiks that appears to be pulling towards Europeans.


Needless to say, Tajiks, especially Pamiri Tajiks, also pack a lot of Srubnaya-related ancestry. I've talked about this plenty of times at this blog (for instance, see here). But what happens if I try to model Pamiri and Yaghnobi Tajiks with DA382?

Tajik
Turkmenistan_IA 0.892±0.023
Han 0.108±0.023
taildiff: 0.794566182
Full output

Wow, it's an awesome fit! My mind's made up: DA382 was probably an Iranian speaker and, more specifically, an Eastern Iranian speaker. Who disagrees and why? Feel free to let me know in the comments (unless you're banned, in which case, f*ck off).

See also...

A Mycenaean and an Iron Age Iranian walk into a bar...

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

New PCA featuring Botai horse tamers, Hun and Saka warriors, and many more...