The expansion of Indo-Europeans in Y-chromosome haplogroups


I have compiled for two years now the reported Y-DNA and mtDNA haplogroups of ancient DNA samples published, including also SNPs from analysis of the BAM files by hobbyists.

Y-DNA timeline

Here is a video with a timeline of the evolution of Indo-European speakers, according to what is known today about reconstructed languages, prehistoric cultures and ancient DNA:


NOTE. The video is best viewed in HD 1080p (1920×1080) with a display that allows for this or greater video quality, and a screen big enough to see haplogroup symbols, i.e. tablet or greater. The YouTube link is here. The Facebook link is here.

Based on the results of the past 5 years or so, which have been confirming this combined picture every single time, I doubt there will be much need to change it in any radical way, as only minor details remain to be clarified.

GIS maps

I wanted to publish a GIS tool of my own for everyone to have an updated reference of all data I use for my books.

The most complex GIS tools consume too many resources when used online in a client-server model, so I have to keep that to myself, but there are some ways to publish low quality outputs.

The files below include the possibility to zoom some levels to be able to see more samples, and also to check each one for more information on their ID, attributed culture and label, archaeological site, source paper, subclade (and people responsible for SNP inferences if any), etc.

Some usage notes:

  • Files are large (ca. 20 Mb), so they still take some time to load.
  • For the meaning of symbols and colors (for Y-DNA haplogroups), if there is any doubt, check the video above.
  • Pop-ups with sample information will work on desktop browsers by clicking on them, apparently not on smartphone and related tactile OS. I have changed the settings to show pop-ups on hover, so that it now works (to some extent) on tactile OS.
  • The search tool can look for specific samples according to their official ID, and works by highlighting the symbol of the selected individual (turning it into a bright blue dot), and leading the layer view to the location, but it seems to work best only with some browser and OS settings – in other browsers, you need to zoom out to see where the dot is located. The specific sample with its information could paradoxically disappear in search mode, so you might need to reload and look again for the same site that was highlighted.
  • Latitude and longitude values have been randomly modified to avoid samples overcrowding specific sites, so they are not the original ones.

Y-DNA GIS tool

There are three versions:

  1. Labels with more specific subclades (including negative SNPs), using YTree for R1b samples (whenever it conflicts with YFull).
  2. Labels with YFull nomenclature.
  3. Simbols without labels (more symbols visible per layer).


mtDNA GIS tool

There are two versions:

  1. Symbols with labels.
  2. Symbols without labels.

NOTE. Because there are too many samples at the starting view, depending on the file you should zoom some levels to start seeing symbols.


Static Maps

The following maps offer a timeline of Y-DNA and mtDNA evolution, divided into static periods corresponding to the Prehistoric Atlas.

Y-DNA + culture maps

The following files use the YTree or otherwise more comprehensive nomenclature than YFull. Symbols have a similar value as those from the GIS tools.

  1. Anatomically Modern Humans (PDF)
  2. Upper Palaeolithic (PDF)
  3. Epipalaeolithic (PDF)
  4. Early Mesolithic (PDF)
  5. Late Mesolithic (PDF)
  6. Neolithic and hunter-gatherer pottery (PDF)
  7. Early Eneolithic (PDF)
  8. Late Eneolithic (PDF)
  9. Early Chalcolithic (PDF)
  10. Late Chalcolithic (PDF)
  11. Early Bronze Age (PDF)
  12. Middle Bronze Age (PDF)
  13. Late Bronze Age (PDF)
  14. Early Iron Age (PDF)
  15. Late Iron Age (PDF)
  16. Antiquity (PDF)
  17. Middle Ages (PDF)

mtDNA + culture maps

Colours have been assigned randomly to each macro-haplogroup.

  1. Anatomically Modern Humans (PDF)
  2. Upper Palaeolithic (PDF)
  3. Epipalaeolithic (PDF)
  4. Early Mesolithic (PDF)
  5. Late Mesolithic (PDF)
  6. Neolithic and hunter-gatherer pottery (PDF)
  7. Early Eneolithic (PDF)
  8. Late Eneolithic (PDF)
  9. Early Chalcolithic (PDF)
  10. Late Chalcolithic (PDF)
  11. Early Bronze Age (PDF)
  12. Middle Bronze Age (PDF)
  13. Late Bronze Age (PDF)
  14. Early Iron Age (PDF)
  15. Late Iron Age (PDF)
  16. Antiquity (PDF)
  17. Middle Ages (PDF)

See also

R1b-L23-rich Bell Beaker-derived Italic peoples from the West vs. Etruscans from the East


New paper (behind paywall) Ancient Rome: A genetic crossroads of Europe and the Mediterranean, by Antonio et al. Science (2019).

The paper offers a lot of interesting data concerning the Roman Empire and more recent periods, but I will focus on Italic and Etruscan origins.

NOTE. I have updated prehistoric maps with Y-DNA and mtDNA data, and also the PCA of ancient Eurasian samples by period including the recently published samples, now with added sample names to find them easily by searching the PDFs.

Apennine homeland problem

The traditional question of Italic vs. Etruscan origins from a cultural-historical view* lies in the opposition of the traditional way of life during the Bronze Age as opposed to increasingly foreign influences in the Final Bronze Age, which eventually brought about a proto-urban period in the Apennine Peninsula.

* From a modern archaeological perspective, as well as from the (unrelated) nativist view, “continuity” of ancient cultures, languages, and peoples is generally assumed, so this question is a no-brainer. Seeing how population genomics has essentially supported the cultural-historical view, dismissing the concepts of unscathed genomic or linguistic continuity, we have to assume that different cultures potentially represent different languages, and that genetic shift coupled with radical cultural changes show a strong support for linguistic change, although the later Imperial Roman period is an example of how this is not necessarily the case.

Early Bronze Age cultures ca. 2200 – 1750 BC. See full maps.

A little background to the Italic vs. Etruscan homeland problem, from Forsythe (2006) (emphasis mine):

While the material culture of the Po Valley developed in response to influences from central Europe and the Aegean, peninsular Italy during the late Bronze Age lagged somewhat behind for the most part. Inhumation continued to be the funerary practice of this region. Although agriculture doubtless remained the mainstay of human subsistence, other evidence (the occupation of mountainous sites not conducive to farming, the remains of cattle, sheep, pigs, and goats, and ceramic vessels used for boiling milk and making cheese) indicates that pastoralism was also very widespread. This suggests that transhumance was already a well-established pattern of human existence. In fact, since the material culture of central and southern Italy was relatively uniform at this time, it has been conjectured that this so-called Apennine Culture of c. 1600–1100 B.C. owed its uniformity in part to the migratory pattern characteristic of ancient Italian stockbreeding.

During the first quarter of the twelfth century B.C. the Bronze-Age civilizations of the eastern Mediterranean came to an abrupt end. The royal palaces of Pylos, Tiryns, and Mycenae in mainland Greece were destroyed by violence, and the Hittite kingdom that had ruled over Asia Minor was likewise swept away. The causes and reasons for this major catastrophe have long been debated without much scholarly consensus (see Drews 1993, 33–96). Apart from the archaeological evidence indicating the violent destruction of many sites, the only ancient accounts relating to this phenomenon come from Egypt. The most important one is a text inscribed on the temple of Medinet Habu at Thebes, which accompanies carved scenes portraying the pharaoh’s military victory over a coalition of peoples who had attempted to enter the Nile Delta by land and sea.


Iron metallurgy did not reach Italy until the ninth century B.C., and even then it was two or more centuries before iron displaced bronze as the most commonly used metal. Thus, archaeologists date the beginning of the Iron Age in Italy to c. 900 B.C.; and although the Italian Bronze Age is generally assigned to the period c. 1800–1100 B.C. and is subdivided into early, middle, and late phases, the 200-year interval between the late Bronze Age and early Iron Age has been labeled the Final Bronze Age.

During this period the practice of cremation spread south of the Po Valley and is attested at numerous sites throughout the peninsula. Since this cultural tradition developed into the Villanovan Culture which prevailed in Etruria and much of the Po Valley c. 900–700 B.C., modern archaeologists have devised the term “Proto-Villanovan” to describe the cremating cultures of the Italian Final Bronze Age.

The fact that some of the earliest urnfield sites of peninsular Italy are located on the coast (e.g. Pianello in Romagna and Timmari in Apulia) is interpreted by some archaeologists as an indication that cremating people had come into Italy by sea, and that their migration was part of the larger upheaval which affected the eastern Mediterranean at the end of the Bronze Age (so Hencken 1968, 78–90). On the other hand, the same data can be explained in terms of indigenous coastal settlements adopting new cultural traits as the result of commercial interaction with foreigners. In any case, by the end of the Final Bronze Age inhumation had reemerged as the dominant funerary custom of southern Italy, but cremation continued to be an integral aspect of the Villanovan Culture of northern and much of central Italy.

Diffusion of the Villanovan culture (after M. Torelli, ed., Gli Etruschi, Milan, 2000, p. 45). Modified from The Etruscan World (2013), by Turfa.

There is a myriad of linguistic reasons why eastern foreign influences can be attributed to Indo-European (mainly Anatolian, including a hypothetic influence on Latino-Faliscan) or Tyrsenian – as well as many other less credible models – and there is ground in archaeology to support any of the linguistic models proposed, given the long-lasting complex interactions of Italy with other Mediterranean cultures.

NOTE. The lack of theoretical schemes including integral archaeological-linguistic cultural-historical models due to the radical reaction against the excesses of the early 20th century have paradoxically allowed anyone (from archaeologists or linguists to laymen) to posit infinite population movements often based on the simplest similarities in vase decoration, burial practices, or shared vocabulary.

However, recent studies in population genomics have simplified the picture of Bronze Age population movements, identifying radical changes related to population replacements as opposed to more subtle admixture events. As of today, (France Bell Beaker-like) Urnfield stands as the most likely vector of Celtic languages; NW Iberian Bell Beakers as the vector of Galaico-Lusitanian; NW Mediterranean Beakers as the most likely ancestors of Elymian; the Danish Late Neolithic as representative of expanding Proto-Germanic; or Central-East Bell Beakers of Proto-Balto-Slavic.

With this in mind, the most logical conclusion is to assume that Alpine Bell Beakers (close to the sampled Italian Beakers from Parma or from southern Germany) spread Italo-Venetic languages, which is deemed to have split in the early to mid-2nd millennium BC, with dialects found widespread from the Alps to Sicily by the early 1st millennium BC.

Therefore, the two main remaining models of Italian linguistic prehistory – with the information that we already had – were as follows, concerning Tyrsenian (the ancestor of Etruscan and Rhaetian):

  1. It is a remnant language of the Italian (or surrounding) Chalcolithic, which survived in some pockets isolated from the Bell Beaker influence;
  2. It was a foreign language that arrived and expanded at the same time as the turmoil that saw the emergence of the Sea Peoples.

NOTE. Read more on Italo-Venetic evolution and on the likely distribution of Old European and Tyrsenian in the Bronze Age.

Languages of pre-Roman Italy and nearby islands. Italo-Venetic languages surrounded with shadowed red border. I1, South Picene; I2, Umbrian; I3, Sabine; I4, Faliscan; I5, Latin; I6, Volscian and Hernican; I7, Central Italic (Marsian, Aequian, Paeligni, Marrucinian, Vestinian); I8, Oscan, Sidicini, Pre-Samnite; I9, Sicel; IE1, Venetic; IE2, North Picene; IE3, Ligurian; IE4, Elymian; IE5, Messapian; C1, Lepontic; C2, Gaulish; G1-G2-G3, Greek dialects (G1: Ionic, G2: Aeolic, G3: Doric); P1, Punic; N1, Rhaetian; N2, Etruscan; N3, Nuragic. Image modified from Davius Sanctex.


A Proto-Villanovan female from Martinsicuro in the Abruzzo coast (ca. 890 BC), of mtDNA hg. U5a2b, is the earliest mainland sample available showing foreign (i.e. not exclusively Anatolia_N ± WHG) ancestry:

Martinsicuro is a coastal site located on the border of Le Marche and Abruzzo on central Italy’s Adriatic coast. It is a proto-Villanovan village, situated on a hill above the Tronto river, dating to the late Bronze Age and Early Iron Age (…) finds from the site indicate an affinity with contemporaries in the Balkans, suggesting direct trade contacts and interaction across the Adriatic. In particular, the practice of decorating ceramics with bronze elements was shared between the Nin region in Croatia and Picene region of Italy, including Martinsicuro.

NOTE. These are just some of the models I have tried, most of them unsuccessfully. The standard errors that I get are too high, but I am not much interested in this sample that seems (based on its position in the PCA and the available qpAdm results) mostly unrelated to Italic and Etruscan ethnogenesis.

The sample clusters close to the Early Iron Age sample from Jazinka (ca. 780 BC), from the central Dalmatian onomastic region, on the east Adriatic coast opposite to Abruzzo, possibly related to the south-east Dalmatian (or Illyrian proper) onomastic region to the south. However, there is no clear boundary between hydrotoponymic regions for the Bronze Age, and it is quite close to the (possibly Venetic-related) Liburnian onomastic region to the north, so the accounts of Martinsicuro belonging to the Liburni in proto-historical times can probably be extrapolated to the Final Bronze Age.

NOTE. Based on feminine endings in -ona in the few available anthroponyms, Liburnian may have shared similarities with personal names of the Noricum province, which doesn’t seem to be related to the more recent (Celtic- or Germanic-related?) Noric language. On the other hand, anthroponyms are known to show the most recent hydrotoponymic layer of a region, so these personal names might be unrelated to the ancestral language behind place and river names.

Toponyms ending in -ona (after S. Čače 2007).


A Villanovan sample from the powerful Etruscan city-state of Veio in the Tyrrhenian coast (ca. 850 BC), to the north of Rome, shows a cluster similar to later Etruscans and some Latins. Veio features prominently in the emergence of the Etruscan society. From The Etruscan World (2013) by Turfa:

In the final phase of the Bronze Age (mid-twelfth to tenth century bc) the disposition of settlements appears to be better distributed, although they are no longer connected to the paths of the tratturi (drove roads for transhumance of flocks and herds) as they had been during the Middle Bronze Age. As evidence of the intensive exploitation of land and continuous population growth there are now known in Etruria at least 70 confirmed settlements, and several more sites with indications of at least temporary occupation. The typical town of this chronological phase generally occupies high ground or a tufa plateau of more than five hectares, isolated at the confluence of two watercourses. These small plateaus, naturally or artificially protected, are not completely built up: non-residential areas within the defenses were probably intended as collecting points for livestock or zones reserved for cultivation, land used only by certain groups, or areas designated for shelter in case of enemy attack.

Taken together, the data seem to indicate the presence of individuals or families at the head of different groups. And in the final phase of the Bronze Age, there must have begun the process that generated (at least two centuries later) a tribal society based on families and the increasingly widespread ownership of land.

In the ninth century bc the territory is divided instead into rather large districts, each belonging to a large village, divided internally into widely spaced groups of huts, and into a small number of isolated villages located in strategic positions, for which we can assume some form of dependence upon the larger settlements.

Schematic reconstruction of the birth of a proto-urban center (after P. Tamburini, II Museo
territoriale del Lago di Bolsena. Vol 1. Dalle origini alperiodo etrusco, Bolsena 2007). Modified from The Etruscan World (2013), by Turfa.

Compared to the preceding period, this type of aggregation is characterized by a higher concentration of the population. To the number of villages located mostly on inaccessible plateaus, with defensive priority assigned to the needs of agriculture, are added settlements over wide plains where the population was grouped into a single hilltop location. It is a sort of synoikistic process, so, for example, at Vulci people were gathered from the district of the Fiora and Albegna Rivers, while to Veii came the communities that inhabited the region from the Tiber River to Lake Bracciano, including the Faliscan and Capenate territories. The reference to Halesos, son of Saturn, the mythical founder of Falerii in the genealogy of Morrius the king of Veii (Servius, Commentary on Aeneid 8.285) may conceal this close relationship between Veii and the Ager Faliscus (the territory of the historical Faliscans).

The great movement of population that characterizes this period is unthinkable without political organizations that were able to impose their decisions on the individual village communities: the different groups, undoubtedly each consisting of nuclei linked by bonds of kinship, located within or outside the tufa plateaus that would be the future seats of the Etruscan city-states, have cultural links between them, also attested to by the analysis of craft production, such as to imply affiliation to the same political unit and enabling us to speak of such human concentrations as “proto-urban”.

Map of Etruria Padana. Left: From 9th to 8th century BC. Right: From 6th to 4th century BC. Dipartimento di Archeologia di Bologna. Modified from The Etruscan World (2013), by Turfa.

Italic vs. Etruscan origins

Four out of five sampled Latins show Yamnaya-derived R1b-L23 lineages, including three R1b-U152 subclades, and one hg. R1b-Z2103 (in line with the variability found among East Bell Beakers), while one from Ardea shows hg. T1a-L208. A likely Volscian (i.e. Osco-Umbrian-speaking) sample from Boville Ernica also shows hg. R1b-Z2118*, an ‘archaic’ subclade within the P312 tree. These R1b-L23 subclades are also found later during the Imperial period, although in lesser proportion compared to East Mediterranean ones.

Among Etruscans, the only male sampled shows hg. J2b-CTS6190* (formed ca. 1800 BC, TMRCA ca. 1100 BC), sharing parent haplogroup J2b-Y15058 (formed ca. 2400 BC, TMRCA ca. 1900 BC) with a Croatian MBA sample from Veliki Vanik (ca. 1580 calBCE), who also clusters close to the IA sample from Jazinka.

Given the position of Latins and Etruscans in the PCA and the likely similar admixture, it is not striking that differences are subtle. From Antonio et al. (2019):

Interestingly, although Iron Age individuals were sampled from both Etruscan (n=3) and Latin (n=6) contexts, we did not detect any significant differences between the two groups with f4 statistics in the form of f4(RMPR_Etruscan, RMPR_Latin; test population, Onge), suggesting shared origins or extensive genetic exchange between them.

On the other hand, there are 3 clear outliers among 11 Iron Age individuals, and all Iron Age samples taken together form a wide Etrurian cluster, so it seems natural to test them in groups divided geographically:

Results seem inconsistent, especially for Italic peoples, due to their wide cluster. It could be argued that the samples with ‘northern’ admixture – a Latin from Palestrina Colombella (of hg. R1b-Z56) and the Volscian sample – might represent better the Italic-speaking population before the proto-urban development of Latium, especially given the reported strong Etruscan influences among the Rutuli in Ardea, which might explain the common cluster with Etruscans and the outlier with reported ‘eastern’ admixture.

Languages of Central Italy at the beginning of Roman expansion. Image modified from original by Susana Freixeiro at Wikipedia.

It makes sense then to test for a group of Etruscans (adding the Villanovan sample) and another of Italic peoples, to distinguish between a hypothetic ancestral Italic ancestry from a Tyrrhenian one:

NOTE. Fine-tuning groups based on the position of samples in the PCA or the amount of this or that component, or – even worse – based on the good or bad fits relative to the tested populations risks breaking the rules of subgroup analysis, eventually obtaining completely useless results, so interpretations for the Italic cluster need to be taken with a pinch of salt (until more similar Italic samples are published). The lack of proper rules regarding what can and cannot be done with this combined archaeological – genomic research is already visible to some extent in genetic papers which use brute force qpAdm tests for all available sampled populations, instead of selecting those potentially ancestral to the studied groups.

Tabs are organized from ‘better’ to ‘worse’ fits. In this case, as a general guide to the spreadsheets, the first tabs (to the left) show better fits for Italic peoples, and as tabs progress to the right they show ‘better’ fits for Etruscans, until it reaches the ‘infeasible’ or otherwise bad models.

This is what can be inferred from the models:

1) Steppe ancestry: Italic peoples seem to show better fits for north-western Alpine sources, closest to Bell Beakers from France or South Germany; whereas Etruscans show a likely Transdanubian source, closest to late Bell Beakers from Hungary (excluding Steppe- and WHG-related outliers).

To see if Bell Beakers from the south-west could be related, I tried the same model as in Fernandes et al. (2019), selecting Iberian BBC samples with more Steppe ancestry – to simplify my task, I selected them according to their PCA position. In a second attempt, I tried adding those intermediate with Iberia_CA, and it shows decreasing p-values, suggesting that the most likely source is close to high Steppe-related Bell Beaker populations. In both cases, models seem worse than France or Germany Bell Beakers.

Since Celtic spread with France BBC-like Urnfield peoples, and Italic peoples appear to be also ancestrally connected to this ancestry, the most plausible explanation is that they share an origin close to the Danubian EBA culture, which would probably be easily detectable by selecting precise Bell Beaker groups from South Germany.

Hypothetic expansion of Celtic-speaking peoples during the La Tène period (source). Image used in Udolph (2009) because it reflects a homeland roughly coincident with the oldest Celtic hydrotoponymy.

2) Anatolia_Neolithic ancestry: different tests seem to show that fits for EEF-related ancestry get warmer the closer the source population selected is to North-West Anatolian farmers, in line with the apparent shift from the East Bell Beaker cluster toward the Anatolia Neolithic cluster in the PCA:

These analyses suggest that there was a renewed Anatolia_N-like contribution during the Bronze Age, older than these Iron Age populations, but later than the rebound of WHG ancestry found among Late Neolithic and Chalcolithic samples from Italy, Sicily, or Sardinia, reflected in their shift in the PCA towards the WHG cluster.

From a range of chronologically closer groups clustering near Anatolia_N, the source seems to be closest to Neolithic samples from the Peloponnese. The direct comparison of Greece_Peloponnese_N against Italy_CA in the analyses labelled “Strict” shows that the sampled Greece Late Neolithic individuals are closer to the source of Neolithic ancestry of Iron Age Etrurians than the Chalcolithic samples from Remedello, Etruria, or Sardinia.

NOTE. Most qpAdm analyses are done with a model similar to Ning et al. (2019), using Corded_Ware_Germany.SG as an outgroup instead of Italy_Villabruna, because I expected to test all models against Yamnaya, too, but in the end – due to the many potential models and my limited time – I only tested those with ‘better’ fits:

Using Yamnaya_Kalmykia as outgroup gives invariably ‘worse’ results, as expected from Bell Beaker-derived populations who are directly derived from Yamnaya, despite their potential admixture with local Corded Ware peoples through exogamy during their expansion in Central Europe. The differences between Italic and Etruscan peoples have to be looked for mainly in EEF-related contributions, not in Steppe-related populations.

Detail of the PCA of Eurasian samples, including Italian samples from Antonio et al. (2019) with the selected clusters of Italic vs. Etruscans, as well as Bell Beaker and Balkan BA and related clusters and outliers. Also marked are Peloponnese Late Neolithic (Greece_N), Minoans, Mycenaeans and Armenian BA samples. See image with better resolution.

Etruscans and Sea Peoples

The sister clade of the Etruscan branch, J2b-PH1602 (TMRCA ca. 1100 BC), seems to have spread in different directions based on its modern distribution, and their global parent clade J2b-Y15058 (TMRCA ca. 1900 BC) was previously found in Veliki Vanik. J2b-L283 appears related to Neolithic expansions through the Mediterranean, based on its higher diversity in Sardinia, although its precise origin is unclear.

Based on the modern haplogroup distribution and on the TMRCA, it can be assumed that a community spread with hg. J2b-Z38240 from somewhere close to the Balkans coinciding with the population movements of the Final Bronze Age. Whether this haplogroup’s Middle Bronze Age area, probably close to the Adriatic, was initially Indo-European-speaking or was related to a regional survival of Etruscan-speaking communities remains unclear.

Greece Late Neolithic is probably the closest available population (from those sampled to date) geographically and chronologically to the Bronze Age North-Western Anatolian region, where the Tyrsenian language family is hypothesized to have expanded from.

We only have a few Iron Age samples from Etruria, dating from a period of complex interaction in the Mediterranean – evidenced by the relatively high proportion of outliers – so it is impossible to discard the existence of some remnant Bronze Age population closer to the Adriatic – from either the Italian (Apulia?) or the Balkan coasts – expanding with the Proto-Villanovan culture and responsible for the Greece_LN-like ancestry seen among the sampled Final Bronze / Iron Age populations from central Italy.

On the other hand, taking into account the ancestry of available Italian, Sardinian and Sicilian Neolithic, Chalcolithic and Bronze Age samples, the current genetic picture suggests an expansion of a different North-West Anatolia Neolithic-related population after the arrival of Bell Beakers from the north, hence probably through the Adriatic rather than through the Tyrrhenian coast, whether the common language group formed with Lemnian had a more distant origin in Bronze Age North-West Anatolian groups or in some isolated coastal community of the Adriatic.

NOTE. Admittedly, the ancestry of the Proto-Villanovan sample seems different from that of Etruscans, although a contribution of the most likely sources for Etruscans cannot be rejected for the Proto-Villanovan individual (see ‘reciprocal’ models of admixture here). In any case, I doubt that the main ancestry of the Proto-Villanovan from Abruzzo is directly related to the population that gave rise to Etruscans, and is more likely related to recent, intense bilateral exchanges in the Adriatic between (most likely) Indo-European-speaking populations.

The distribution of violin bow fibula from thirteenth century onward showing the movement of people between northern Italy, Illyria and the Aegean, Crete, and the parallel distribution of “foreign” darksurfaced handmade pottery (based on Kasuba 2008 : abb. 15; Lis 2009 ). Modified from Kristiansen (2018).

Northern Adriatic

This Adriatic connection could in turn be linked to wider population movements of the Final Bronze Age. Proto-Villanova represents the introduction of oriental influences coinciding with the demise of the local Terramare culture (see e.g. Cremaschi et al. 2016), whereas the Villanovan culture shows partial continuity with many Proto-Villanovan settlements where Etruscan-speaking communities later emerge. From Nicolis (2013):

Founded in the LBA, the village of Frattesina extended over around 20 hectares along the ‘Po di Adria’, a palaeochannel of the Po. It experienced its greatest development between the twelfth and eleventh centuries BC, when it had a dominant economic role thanks to an extraordinary range of artisan production (metalworking, working of bone and deer horn, glass) and major commercial influence due to trading with the Italian Peninsula and the eastern Mediterranean.

This is demonstrated by the presence of exotic objects and raw materials, such as Mycenaean pottery, amber, ivory, ostrich eggs, and glass paste. For the Mycenaean sherds found in settlements in the Verona valleys and the Po delta, analysis of pottery fabrics has shown that some of them very probably come from centres in Apulia where there were Aegean craftsmen and workers, whereas others would seem to have originated on the Greek mainland (Vagnetti 1996; Vagnetti 1998; Jones et al. 2002).

Reconstruction of Acqua Fredda archaeological site, Passo del Redebus, where a group of 9 smelting furnaces has been discovered dating back to the Late Bronze Age (8-9th century BC). Image modified from Trentino Cultura.

In this context a particular system of relations seems to link one specific Alpine region with the social and economic structure of the groups settling between the Adige and the Po and the eastern Mediterranean trading system. In eastern Trentino, at Acquafredda, metallurgical production on a proto-industrial scale has been demonstrated between the end of the LBA and the FBA (twelfth–eleventh centuries BC) (Cierny 2008) (Fig. 38.3). These products must have supplied markets stretching beyond the local area, linked to the Luco/Laugen culture typical of the central Alpine environment. According to Pearce and De Guio (1999), such extensive production must have been destined for the supply of metal to other markets, first of all to other centres on the Po plain, where transactions for materials of Mediterranean origin also took place.

The picture of the Final Bronze Age of these regions, which seems to be coherent with the development of the cultural setting of the Early Iron Age, shows that the birth of the proto-urban Villanovan centres of Bologna in Emilia and Verucchio in Romagna, at the beginning of the Iron Age, seems to follow a line of continuity starting with the role played by Frattesina in the Final Bronze Age (Bietti Sestieri 2008).

Reconstruction of pan-European communication network represented by the geographical spread of archaeological objects. The network nodes represent sites that have yielded an above-average number of relevant finds. The links are direct connections between neighbouring nodes. Modified from Suchowska-Ducke (2015).


The close similarities shared by Rhaetian with the oldest Etruscan inscriptions – but not with the language of later periods, when Etruscan expanded further north – together with increased ‘foreign’ contacts in the Final Bronze Age and the ‘foreign’ ancestry of Etruscans (relative to Italian Chalcolithic and to near-by Bell Beakers) support a language split close to the Adriatic, and not long before they started using the Euboean-related Old Italic alphabet. All this is compatible with an expansion associated with the Proto-Villanovan period, possibly starting along the Po and the Adige.

From Nicolis (2013):

In this geographical context the most important morphological features are the Alps and the alluvial plain of the River Po. Since Roman times the former have always been considered a geographical limit and thus a cultural barrier. In actual fact the Alps have never really represented a barrier, but instead have played an active role in mediating between the central European and Mediterranean cultures. Some of the valleys have been used since the Mesolithic as communication routes, to establish contacts and for the exchange of materials and people over considerable distances. The discovery of Ötzi the Iceman high in the Alps in 1991 demonstrated incontrovertibly that this environment was accessible to individuals and groups from the end of the fourth millennium BC.

From the Early Neolithic period the plain of the Po Valley provided favourable conditions for the population of the area by human groups from central and eastern Europe, who found the wide flat spaces and fertile soils an ideal environment for developing agricultural techniques and animal husbandry. Lake Garda represents a very important morphological feature, benefiting among other things from a Mediterranean-type microclimate, the influence of which can already be seen in the Middle Neolithic. Situated between the plain and the mountains, the hills have always offered an alternative terrain for demographic development, equally important for the exploitation of economic and environmental resources.

As documented for previous periods, in the late and final phases of the Bronze Age the northern Adriatic coast would also seem to represent an important geographical feature, above all in terms of possible long-distance trading contacts with the Aegean and eastern Mediterranean coasts. However, the geographical and morphological characteristics and the river network in this area were very different to the way they are today, and the preferred communications routes must always have been the rivers, particularly the Po and the Adige.

Map of inscriptions of Northern Italy. In green, Rhaetian inscriptions; in Pink, Etruscan inscriptions. Arrows show potential language movements through the Po and the Adige based on the relationship between both language. Image modified from Raetica.


Although it seems superfluous at this point, finding mostly Yamnaya-derived R1b-L23 lineages among speakers of another early North-West Indo-European dialect – and also the earliest to have split into its attested dialects – gives still more support to Yamnaya steppe herders as the vector of expansion of Late PIE, and their continuity up to the Iron Age also supports the strong patrilineal ties of Indo-Europeans.

This, in turn, further supports the nature of Afanasievo as the earliest separated branch from a Late Proto-Indo-European trunk, and of Khvalynsk as the Indo-Anatolian community, while a confirmation of R1b-L23 among early Greeks (speaking the earliest attested Graeco-Aryan dialect) will indirectly confirm East Yamnaya/Poltavka as the early Proto-Indo-Iranian community.

As it often happens with genetic sampling, due to many uncontrollable factors, there is a conspicuous lack of a proper regional and chronological transect of Bell Beaker and Bronze Age samples from Italy, which makes it impossible to determine the origin of each group’s ancestral components. Even though the sampled Italian Beakers don’t seem to be the best fit for Iron Age Italic-speaking peoples from Etruria, they still might have formed part of the migration waves that eventually developed the Apennine culture together with those of prevalent West-Central European Bell Beaker ancestry.

Similarly, the visible radical change from the increasingly WHG-shifted Italian farmers up to the sampled Chalcolithic individuals, including Parma Bell Beakers, to the Anatolia_N-shifted ancestry found in Iron Age Etruscans and Latins might be related to earlier population movements associated with Middle or Late Bronze Age contacts, and not necessarily to the radical social changes seen in the Final Bronze Age. The Etruscan subclade with a likely origin in the Balkans, on the other hand, suggests recent migrations from the Adriatic into Etruria.

Middle Bronze Age cultures of Italy and its surroundings ca. 1750-1250 BC. Potential source of the Greece_N-like admixture found widespread during the Iron Age. See full maps.

Until there is more data about these ancestry changes in Italy, the Balkans, and North-West Anatolia, I prefer to leave the Tyrsenian origins up in the air, so I deleted the Lemnian -> Etruscan arrow of the map of Late Bronze Age migrations, if only because an arrival through the Tyrrhenian Sea has become much less likely. An East -> West movement is still the most likely explanation for the common Tyrsenian language, culture, and ancestry, but the only Y-DNA haplogroup available seems to have an origin closer to the Adriatic.

The recent study of Sea Peoples showed – based on the previous hypothesis of the language and culture of the Philistines – that a minority of incoming elites must have imposed the language as their genetic ancestry (including haplogroups) became diluted among a majority of local peoples. Similarly, the original genetic pool of Tyrsenian speakers might have become diluted among different groups due to their more complex social organization, similar to what happened to Italic peoples during the Imperial period.

One of the most interesting aspects proven in the paper – and strongly suspected before it – is the reflection in population genomics of the change in the social system of the Italian Peninsula during the Roman expansion, and even before it during the Etruscan polity. In fact, it was not only Romans who spread and genetically influenced other European regions, but other regions – especially the more numerous Eastern Mediterranean populations – who became incorporated into a growing Etrurian community which nevertheless managed to spread its language.

In other words, Tyrsenian spread through central and northern Italy, and Latin throughout the whole Mediterranean area and mainland Europe, not (only) through population movements, but through acculturation, in a growing international system of more complex political organizations that can be inferred for most population and language expansions since the Early Iron Age. East Mediterranean populations, Scythians and other steppe peoples, East Germanic peoples, Vikings, or North-Eastern Europeans are other clear examples known to date.


Bell Beakers and Mycenaeans from Yamnaya; Corded Ware from the forest steppe


I have recently written about the spread of Pre-Yamnaya or Yamnaya ancestry and Corded Ware-related ancestry throughout Eurasia, using exclusively analyses published by professional geneticists, and filling in the gaps and contradictory data with the most reasonable interpretations. I did so consciously, to avoid any suspicion that I was interspersing my own data or cherry picking results.

Now I’m finished recapitulating the known public data, and the only way forward is the assessment of these populations using the available datasets and free tools.

Understanding the complexities of qpAdm is fairly difficult without a proper genetic and statistical background, which I won’t pretend to have, so its tweaking to get strictly correct results would require an unending game of trial and error. I have sadly little time for this, even taking my tendency to procrastination into account… so I have used a simple model akin to those published before – in particular, the outgroup selection by Ning, Wang et al. (2019), who seem to be part of the only group interested in distinguishing Yamnaya-related from Corded Ware-related ancestry, probably the most relevant question discussed today in population genomics regarding the Proto-Indo-European and Proto-Uralic homelands.

Supplementary Table 13. P values of rank=2 and admixture proportions in modelling Steppe ancestry populations as a three-way admixture of Eneolithic steppe Anatolian_Neolithic and WHG using 14 outgroups.
Left populations: Test, Eneolithic_steppe, Anatolian_Neolithic, WHG.
Right populations: Mbuti.DG, Ust_Ishim.DG, Kostenki14, MA1, Han.DG, Papuan.DG, Onge.DG, Villabruna, Vestonice16, ElMiron, Ethiopia_4500BP.SG, Karitiana.DG, Natufian, Iran_Ganj_Dareh_Neolithic.

I have used for all analyses below a merged dataset including the curated one of the Reich Lab, the latest on Central and South Asia by Narasimhan, Patterson et al. (2019), on Iberia by Olalde et al. (2019), and on the East Baltic by Saag et al. (2019), as well as datasets including samples from Wang et al. (2019) and Lamnidis et al. (2018). I used (and intend to use) the same merged dataset in all cases, despite its huge size, to avoid adding one more uncontrolled variable to the analyses, so that all results obtained can be compared.

I try to prepare in advance a bunch of relevant files with left pops and right pops for each model:

  1. It seems a priori more reasonable to use geographically and chronologically closer proxy populations (say, Trypillia or GAC for Steppe-related peoples) than hypothetic combinations of ancestral ones (viz. Anatolian farmer, WHG, and EHG).
  2. This also means using subgroups closer to the most likely source population, such as (Don-Volga interfluve) Yamnaya_Kalmykia rather than (Middle Volga) Yamnaya_Samara for the western expansion of late Repin/early Yamnaya, or the early Germany_Corded_Ware.SG or Czech_Corded Ware for the group closest to the Proto-Corded Ware population (see below), likely neighbouring the Upper Vistula region.
  3. I usually test two source populations for different targets, which seems like a much more efficient way of using computer resources, whenever I know what I want to test, since I need my PC back for its normal use; whenever I don’t know exactly what to test, I use three-way admixture models and look for subsets to try and improve the results.

I have probably left out some more complex models by individualizing the most relevant groups, but for the time being this would have to do. Also, no other formal stats have been used in any case, which is an evident shortcoming, ruling out an interpretation drawn directly and only from the results below.

Full qpAdm results for each batch of samples are presented in a Google Spreadsheet, with each tab (bottom of the page) showing a different combination of sources, usually in order of formally ‘best’ (first to the left) to ‘worst’ (last to the right) fits, although the order is difficult to select in highly heterogeneous target groups, as will be readily visible.

Disintegration, migration, and imports of the Azov–Black Sea region. First migration event (solid arrows): Gordineşti–Maikop expansion (groups: I – Bursuchensk; II – Zhyvotylivka; III – Vovchans’k; IV – Crimean; V – Lower Don; VI – pre-Kuban). Second migration event (hollow arrows): Repin expansion. After Rassamakin (1999), Demchenko (2016).

Corded Ware origins

The latest publications on the Yampil barrow complex have not improved much our understanding of the complexity of Corded Ware origins from an archaeological point of view, involving multiple cultural (hence likely population) influences. This bit is from Ivanova et al., Baltic-Pontic Studies (2015) 20:1, and most hypotheses of the paper remain unanswered (except maybe for the relevance of the Złota group):

In the light of the above outline therefore one should argue that the ‘architecture of barrows’ associated in the ‘Yampil landscape’ of the Middle Dniester Area with the Eneolithic (specifically, mainly with the TC), precedes the development of a similar phenomenon that can be observed from 2900/2800 BC in the Upper Dniester Area and drainage basin of the Upper Vistula, associated with the CWC [Goslar et al. 2015; Włodarczak 2006; 2007; 2008; Jarosz, Włodarczak 2007]. The most consuming research question therefore is whether ritual customs making use of Eneolithic (Tripolye) ‘barrow architecture’ could have penetrated northwards along the Dniester route, where GAC communities functioned. One could also ask what role the rituals played among the autochthons [Kośko 2000; Włodarczak 2008; 2014: 335; Ivanova, Toshchev 2015b].

This issue has already been discussed with a resulting tentative systemic taxonomy in the studies of Włodarczak, arguing for the Złota culture (ZC) in the Vistula region as an illustration of one of the (Małopolska) reception centres of civilization inspirations from the oldest Pontic ‘barrow culture’ circle associated with the Eneolithic and Early Bronze Age [Włodarczak 2008]. Notably, it is in the ZC that one can notice a set of cultural traits (catacomb grave construction, burial details, forms and decoration of vessels) analogous to those shared by the north-western Black Sea Coast groups of the forest-steppe Eneolithic (chiefly Zhyvotilovka-Volchansk) and the Late Tripolye circle (chiefly Usatovo-Gordinești-Horodiștea-Kasperovtsy).

Globular Amphorae culture „exodus” to the Danube Delta: a – Globular Amphorae culture; b – GAC (1), Gorodsk (2), Vykhvatintsy (3) and Usatovo (4) groups of Trypillia culture; c – Coţofeni culture; d – northern border of the late phase of Baden culture;red arrows – direction of Globular Amphora culture expansion; blue arrow – direction of „reflux” of Globular Amphora culture (apud Włodarczak, 2008, with changes).

Taking into account that I6561 might be wrongly dated, we cannot include the Corded Ware-like sample of the end-5th millennium BC in the analysis of Corded Ware origins. That uncertainty in the chronology of the appearance of “Steppe ancestry” in Proto-Corded Ware peoples complicates the selection of any potential source population from the CHG cline.

Nevertheless, the lack of hg. R1a-M417 and sizeable Pre-Yamnaya-related ancestry in the sampled Pontic forest-steppe Eneolithic populations (represented exclusively by two samples from Dereivka ca. 3600-3400 BC) would leave open the interesting possibility that a similar ancestry got to the forest-steppe region between modern Poland and Ukraine during the known complex population movements of the Late Eneolithic.

It is known that Corded Ware-derived groups and Steppe Maykop show bad fits for Pre-Yamnaya/Yamnaya ancestry, and also that Steppe Maykop is a potential source of “Steppe-related ancestry” within the Eneolithic CHG mating network of the Pontic-Caspian steppes and forest-steppes. Testing Corded Ware for recent Trypillia and Maykop influences, proper of Late Trypillia and Late Maykop groups in the North Pontic area (such as Zhyvotylivka–Vovchans’k and Gordineşti) side by side with potential Pre-Yamnaya and Yamnaya sources makes thus sense:

Now, the main obvious difference between Khvalynsk-Yamnaya and Corded Ware is the long-lasting, pervasive Y-chromosome bottlenecks under R1b lineages in the former, compared to the haplogroup variability and late bottleneck under R1a-M417 in the latter, which speaks in favour – on top of everything else – of a different community of sub-Neolithic hunter-gatherers including hg. R1a-M417 hijacking the expansion of Steppe_Maykop-related ancestry around the Volhynian-Podolian Upland.

Akin to how Yamnaya patrilineal descendants hijacked regional EEF (±CWC) ancestry components mainly through exogamy, dragging them into the different expanding Bell Beaker groups (see below), but kept their Indo-European languages, these hunter-gatherers that admixed with peoples of “Steppe ancestry” were the most likely vector of expansion of Uralic languages in Eastern Europe.

PCA of ancient Eurasian samples. Marked likely Proto-Corded Ware samples and potential origin of its PCA cluster based on qpAdm results. See full PCA and more related files.

Baltic Corded Ware

One of the most interesting aspects of the results above is the surprising heterogeneity of the different regional groups, which is also reflected in the Y-DNA variability of early Corded Ware samples.

Seeing how Baltic CWC groups, especially the early Latvia_LN sample, show particularly bad fits with the models above, it seems necessary to test how this population might have come to be. My first impression in 2017 was that they could represent early Corded Ware groups admixed with Yamnaya settlers through their interactions along the Dnieper-Dniester corridor.

However, I recently predicted that the most likely admixture leading to their ancestry and PCA cluster would involve a Corded Ware-like group and a group related to sub-Neolithic cultures of eastern Europe, whose best proxy to date are EHG-like Khvalynsk samples (i.e. excluding the outlier with Pre-Yamnaya ancestry, I0434):

Detail of the PCA of the Corded Ware expansion. See full PCA and more related files.

Late Corded Ware + Yamnaya vanguard

Relevant are also the mixtures of Corded Ware from Esperstedt, and particularly those of the sample I0104, which I have repeated many times in this blog I suspected to be influenced by vanguard Yamnaya settlers:

The infeasible models of CWC + Yamnaya_Kalmykia ± Hungary_Baden (see below for Bell Beakers) and the potential cluster formed with other samples from the Baltic suggest that it could represent a more complex set of mixtures with sub-Neolithic populations. On the other hand, its location in Germany, late date (ca. 2500 BC or later), and position in the PCA, together with the good fits obtained for Germany_Beaker as a source, suggest that the increase in Steppe-related ancestry + EEF makes it impossible for the model (as I set it) to directly include Yamnaya_Kalmykia, despite this excess Steppe-related ancestry actually coming from Yamnaya vanguard groups.

I think it is very likely that the future publication of EEF-admixed Yamnaya_Hungary samples (or maybe even Yamnaya vanguard samples) will improve the fits of this model.

These results confirm at least the need to distrust the common interpretation of mixtures including late Corded Ware samples from Esperstedt (giving rise to the “up to 75% Yamnaya ancestry of CWC” in the 2015 papers) as representative of the Corded Ware culture as a whole, and to keep always in mind that an admixture of European BA groups including Corded Ware Esperstedt as a source also includes East BBC-like ancestry, unless proven otherwise.

Yamnaya vanguard groups in Corded Ware territory before the expansion of Bell Beakers (ca. 2500 BC). See full map.

Bell Beaker expansion

A hotly (re)debated topic in the past 6 months or so, and for all the wrong reasons, is the origin of the Bell Beaker folk. Archaeology, linguistics, and different Y-chromosome bottlenecks clearly indicate that Bell Beakers were at the origin of the North-West Indo-European expansion in Europe, while the survival of Corded Ware-related groups in north-eastern Europe is clearly related to the expansion of Uralic languages.

NOTE. For the interesting case of Proto-Indo-Iranians expanding with Corded Ware-like ancestry, see more on the formation of Sintashta-Potapovka-Filatovka from East Uralic-speaking Abashevo and Pre-Proto-Indo-Iranian-speaking Poltavka herders. See also more on R1a in Indo-Iranians and on the social complexity of Sintashta.

Nevertheless, every single discarded theory out there seems to keep coming back to life from time to time, and a new wave of interest in “Bell Beaker from the Single Grave culture” somehow got revived in the process, too, because this obsession – unlike the “Bell Beakers from Iberia Chalcolithic” – is apparently acceptable in certain circles, for some reason.

We know that Iberian Beakers, British Beakers, or Sicilian EBA – representing the most likely closest source population of speakers of Proto-Galaico-Lusitanian, Pre-Celtic Indo-European, and Proto-Elymian, respectively – have already been successfully tested for a direct origin among Western European Beakers in Olalde et al. (2018), Olalde et al. (2019), and Fernandes et al. (2019).

This success in ascertaining a closer Beaker source is probably due to the physical isolation of the specific groups (related to Germany_Beaker, Netherlands_Beaker, and NE_Mediterranean_Beaker samples, respectively) after their migration into regions dominated by peoples without Steppe-related ancestry. Furthermore, Celtic-speaking populations expanding with Urnfield south of the Pyrenees also show a good fit with a source close to France_Beaker.

So I decided to test sampled Bell Beaker populations, to see if it could shed light to the most likely source population of individual Beaker groups and the direction of migration within Central Europe, i.e. roughly eastwards or westwards. As it was to be expected for closely related populations (see the relevant discussion here), an attempt to offer a simplistic analysis of direction based on formal stats does not make any sense, because most of the alternative hypotheses cannot be rejected:

Not only because of the similar values obtained, but because it is absurd to take p-values as a measure of anything, especially when most of these conflicting groups with slightly ‘better’ or ‘worse’ p-values represent multiple different mixtures of the type (Yamnaya + EEF) + (Corded Ware + EEF ± Yamnaya), impossible to distinguish without selecting proper, direct ancestral populations…

A further example of how explosive the Bell Beaker expansion was into different territories, and of their extensive local admixture, is shown by the unsuccessful attempt by Olalde et al. (2018) to obtain an origin of the EEF source for all Beaker groups (excluding Iberian Beakers):

Investigating the genetic makeup of Beaker-complex-associated individuals. Testing different populations as a source for the Neolithic ancestry component in Beaker-complex-associated individuals. The table shows P values (* indicates values > 0.05) for the fit of the model: ‘Steppe_EBA + Neolithic/Copper Age’ source population.
Map of attested Yamnaya pit-grave burials in the Hungarian plains; superimposed in shades of blue are common areas covered by floods before the extensive controls imposed in the 19th century; in orange, cumulative thickness of sand, unfavourable loamy sand layer. Marked are settlements/findings of Boleráz (ca. 3500 BC on), Baden (until ca. 2800 BC), Kostolac (precise dates unknown), and Yamna kurgans (from ca. 3100/3000 BC on).

Now, there is a simpler way to understand what kind of Steppe-related ancestry is proper of Bell Beakers. I tested two simple models for some Beaker groups: Yamnaya + Hungary Baden vs. Corded Ware + GAC Poland. After all, the Bell Beaker folk should prefer a source more closely related to either Yamnaya Hungary or Central European Corded Ware:

Interestingly, models including Yamnaya + Baden show good fits for the most important groups related to North-West Indo-Europeans, including Bell Beakers from Germany, the Netherlands, Italy, and Poland, representing the most likely closest source populations of speakers of Pre-Proto-Celtic, Pre-Proto-Germanic, Proto-Italo-Venetic, and Pre-Proto-Balto-Slavic, respectively.

The admixed Yamnaya samples from Hungary that will hopefully be published soon by the Jena Lab will most likely further improve these fits, especially in combination with intermediate Chalcolithic populations of the Middle and Upper Danube and its tributaries, to a point where there will be an absolute chronological and geographical genomic trail from the fully Yamnaya-like Yamnaya settlers from Hungary to all North-West Indo-European-speaking groups of the Early Bronze Age.

The only difference between groups will be the gradual admixture events of their source Beaker group with local populations on their expansion paths, including peoples of mainly EEF, CWC+EEF, or CWC+EEF+Yamnaya related ancestry. There is ample evidence beyond ancestry models to support this, in particular continued Y-DNA bottlenecks under typical Yamnaya paternal lineages, mainly represented by R1b-L51 subclades.

Distribution of the Bell Beaker East Group, with its regional provinces, as of c. 2400 cal BC (after Heyd et al. 2004, modified). See full maps.

European Early Bronze Age

European EBA groups that might show conflicting results due to multiple admixture events with Corded Ware-related populations are the Únětice culture and the Nordic Late Neolithic.

The results for Únětice groups seem to be in line with what is expected of a Central European EBA population derived from Bell Beakers admixed with surrounding poulations of East Bell Beaker and/or late (Epi-)Corded Ware descent.

Potential models of mixture for Nordic Late Neolithic samples – despite the bad fits due to the lack of direct ancestral CWC and BBC groups from Denmark – seem to be impossible to justify as derived exclusively from Single Grave or (even less) from Battle Axe peoples, supporting immigration waves of Bell Beakers from the south and further admixture events with local groups through maritime domination.

PCA of ancient European samples. Marked are Bronze Age clusters. See full PCAs.

Balkans Bronze Age

The potential origin of the typical Corded Ware Steppe-related ancestry in the social upheaval and population movements of the Dnieper-Dniester forest-steppe corridor during the 4th millennium BC raises the question: how much do Balkan Bronze Age groups owe their ancestry to a population different than the spread of Pre-Yamnaya-like Suvorovo-Novodanilovka chieftains? Furthermore, which Bronze Age groups seem to be more likely derived exclusively from Pre-Yamnaya groups, and which are more likely to be derived from a mixture of Yamnaya and Pre-Yamnaya? Do the formal stats obtained correspond to the expected results for each group?

Since the expansion of hg. I2a-L699 (TMRCA ca. 5500 BC) need not be associated with Yamnaya, some of these values – together with the assessment of each individual archaeological culture – may question their origin in a Yamnaya-related expansion rather than in a Khvalynsk-related one.

NOTE. These are the last ones I was able to test yesterday, and I have not thought these models through, so feel free to propose other source and target groups. In particular, complex movements through the North Pontic area during the Late Eneolithic would suggest that there might have been different Steppe-ancestry-related vs. EEF-related interactions in the north-west and west Pontic area before and during the expansion of Yamnaya.


One of the key Indo-European populations that should be derived from Yamnaya to confirm the Steppe hypothesis, together with North-West Indo-Europeans, are Proto-Greeks, who will in turn improve our understanding of the preceding Palaeo-Balkan community. Unfortunately, we only have Mycenaean samples from the Aegean, with slight contributions of Steppe-related ancestry.

Still, analyses with potential source populations for this Steppe ancestry show that the Yamnaya outlier from Bulgaria is a good fit:

The comparison of all results makes it quite evident the why of the good fits from (Srubnaya-related) Bulgaria_MLBA I2163 or of Sintashta_MLBA relative to the only a priori reasonable Yamnaya and Catacomb sources: it is not about some hypothetical shared ancestor in Graeco-Aryan-speaking East Yamnaya– or even Catacomb-Poltavka-related groups, because all available Yamnaya-related peoples are almost indistinguishable from each other (at least with the sampling available today). These results reflect a sizeable contribution of similar EEF-related populations from around the Carpathians in both Steppe-related groups: Corded Ware and Yamnaya settlers from the Balkans.

Cultural groups in and around the Balkans during the Early Bronze Age. See full maps.

qpAdm magic

In hobby ancestry magic, as in magic in general, it is not about getting dubious results out of thin air: misdirection is the key. A magician needs to draw the audience attention to ‘remarkable’ ancestry percentages coupled with ‘great’ (?) p-values that purportedly “prove” what the audience expects to see, distracting everyone from the true interesting aspects, like statistical design, the data used (and its shortcomings), other opposing models, a comparison of values, a proper interpretation…you name it.

I reckon – based on the examples above – that the following problems lie at the core of bad uses of qpAdm:

  1. In the formal aspect, the poor understanding of what p-values and other formal stats obtained actually mean, and – more importantly – what they don’t mean. The simplistic trend to accept results of a few analyses at face value is necessarily wrong, in so far as there is often no proper reasoning of what is being assessed and how, and there is never a previous opinion about what could be expected if the alternative hypotheses were true.
  2. In the interpretation aspect, the poor judgement of accompanying any results with simplistic, superficial, irrelevant, and often plainly wrong archaeological or linguistic data selected a posteriori; the inclusion of some racial or sociopolitical overtones in the mixture to set a propitious mood in the target audience; and a sort of ritualistic theatrics with the main theme of ‘winning’, that is best completed with ad hominems.

If you get rid of all this, the most reasonable interpretation of the output of a model proposed and tested should be similar to Nick Patterson’s words in his explanation of qpWave and qpAdm use:

Here we see that, at least in this analysis there are reasonable models with CordedWareNeolithic is a mix of either WHG or LBKNeolithic and YamnayaEBA. (…) The point of this note is not to give a serious phylogenetic analysis but the results here certainly support a major Steppe contribution to the Corded Ware population, which is entirely concordant with the archaeology [?].

Very far, as you can see, from the childish “Eureka! I proved the source!”-kind of thinking common among hobbyists.

The Mycenaean case is an illustrative example: if the Yamnaya outlier from Bulgaria were not available, and if one were not careful when designing and assessing those mixture models, the interpretation would range from erroneous (viz. a Graeco-Aryan substrate, as I initially thought) to impossible (say, inventing migration waves of Sintashta or Srubnaya peoples into Crete). The models presented above show that a contribution of Yamnaya to Mycenaeans couldn’t be rejected, and this alone should have been enough to accept Yamnaya as the most likely source population of “Steppe ancestry” in Proto-Greeks, pending intermediate samples from the Balkans. In other words, one could actually find that ‘the best’ p-values for source populations of Mycenaeans is a combination of modern Poles + Turks, despite the impracticality of such a model…

I haven’t been able to reproduce results which supposedly showed that Corded Ware is more likely to be derived from (Pre-)Yamnaya than other source population, or that Corded Ware is better suited as the ancestral population of Bell Beakers. The analyses above show values in line with what has been published in recent scientific papers, and what should be expected based on linguistics and archaeology. So I’ll go out on a limb here and say that it’s only through a careful selection of outgroups and samples tested, and of as few compared models as possible, that you could eventually get this kind of results and interpretation, if at all.

Whether that kind of special care for outgroups and samples is about (a) an acceptable fine-tuning of the analyses, (b) a simplistic selection dragged from the first papers published and applied indiscriminately to all models, or (c) cherry picking analyses until results fit the expected outcome, is a question that will become mostly irrelevant when future publications continue to support an origin of the expansion of ancient Indo-European languages in Khvalynsk- and Yamnaya-related migrations.

Feel free to suggest (reasonable) modifications to correct some of these models in the comments. Also, be sure to check out other values such as proportions, SD or SNPs of the different results that I might have not taken into account when assessing ‘good’ or ‘bad’ fits.


Sea Peoples behind Philistines were Aegeans, including R1b-M269 lineages

New open access paper Ancient DNA sheds light on the genetic origins of early Iron Age Philistines, by Feldman et al. Science Advances (2019) 5(7):eaax0061.

Interesting excerpts (modified for clarity, emphasis mine):

Here, we report genome-wide data from human remains excavated at the ancient seaport of Ashkelon, forming a genetic time series encompassing the Bronze to Iron Age transition. We find that all three Ashkelon populations derive most of their ancestry from the local Levantine gene pool. The early Iron Age population was distinct in its high genetic affinity to European-derived populations and in the high variation of that affinity, suggesting that a gene flow from a European-related gene pool entered Ashkelon either at the end of the Bronze Age or at the beginning of the Iron Age. Of the available contemporaneous populations, we model the southern European gene pool as the best proxy for this incoming gene flow. Last, we observe that the excess European affinity of the early Iron Age individuals does not persist in the later Iron Age population, suggesting that it had a limited genetic impact on the long-term population structure of the people in Ashkelon.

Ancient genomes (marked with color-filled symbols) projected onto the principal components inferred from present-day west Eurasians (gray circles). The newly reported Ashkelon populations are annotated in the upper corner.

Genetic discontinuity between the Bronze Age and the early Iron Age people of Ashkelon

In comparison to ASH_LBA, the four ASH_IA1 individuals from the following Iron Age I period are, on average, shifted along PC1 toward the European cline and are more spread out along PC1, overlapping with ASH_LBA on one extreme and with the Greek Late Bronze Age “S_Greece_LBA” on the other. Similarly, genetic clustering assigns ASH_IA1 with an average of 14% contribution from a cluster maximized in the Mesolithic European hunter-gatherers labeled “WHG” (shown in blue in Fig. 2B) (15, 22, 26). This component is inferred only in small proportions in earlier Bronze Age Levantine populations (2 to 9%).

In agreement with the PCA and ADMIXTURE results, only European hunter-gatherers (including WHG) and populations sharing a history of genetic admixture with European hunter-gatherers (e.g., as European Neolithic and post-Neolithic populations) produced significantly positive f4-statistics (Z ≥ 3), suggesting that, compared to ASH_LBA, ASH_IA1 has additional European-related ancestry.

We find that the PC1 coordinates positively correlate with the proportion of WHG ancestry modeled in the Ashkelon individuals, suggesting that WHG reasonably tag a European-related ancestral component within the ASH_IA1 individuals.

We plot the ancestral proportions of the Ashkelon individuals inferred by qpAdm using Iran_ChL, Levant_ChL, and WHG as sources ±1 SEs. P values are annotated under each model. In cases when the three-way model failed (χ2P < 0.05), we plot the fitting two-way model. The WHG ancestry is necessary only in ASH_IA1.

The best supported one (χ2P = 0.675) infers that ASH_IA1 derives around 43% of ancestry from the Greek Bronze Age “Crete_Odigitria_BA” (43.1 ± 19.2%) and the rest from the ASH_LBA population.

(…) only the models including “Sardinian,” “Crete_Odigitria_BA,” or “Iberia_BA” as the candidate population provided a good fit (χ2P = 0.715, 49.3 ± 8.5%; χ2P = 0.972, 38.0 ± 22.0%; and χ2P = 0.964, 25.8 ± 9.3%, respectively). We note that, because of geographical and temporal sampling gaps, populations that potentially contributed the “European-related” admixture in ASH_IA1 could be missing from the dataset.

The transient impact of the “European-related” gene flow on the Ashkelon gene pool

The ASH_IA2 individuals are intermediate along PC1 between the ASH_LBA ones and the earlier Bronze Age Levantines (Jordan_EBA/Lebanon_MBA) in the west Eurasian PCA (Fig. 2A). Notably, despite being chronologically closer to ASH_IA1, the ASH_IA2 individuals position closer, on average, to the earlier Bronze Age individuals.

See more information on Y-DNA SNP calls, including ASH067 as R1b-M269 (xL151).

The transient excess of European-related genetic affinity in ASH_IA1 can be explained by two scenarios. The early Iron Age European-related genetic component could have been diluted by either the local Ashkelon population to the undetectable level at the time of the later Iron Age individuals or by a gene flow from a population outside of Ashkelon introduced during the final stages of the early Iron Age or the beginning of the later Iron Age.

By modeling ASH_IA2 as a mixture of ASH_IA1 and earlier Bronze Age Levantines/Late Period Egyptian, we infer a range of 7 to 38% of contribution from ASH_IA1, although no contribution cannot be rejected because of the limited resolution to differentiate between Bronze Age and early Iron Age ancestries in this model.

Hg. R1b-M269 and the Aegean

I already predicted this relationship of Philistines and Aegeans (Greeks in particular) months ago, based on linguistics, archaeology, and phylogeography, although it was (and still is) yet unclear if these paternal lineages might have come from other nearby populations which might be descended from Common Anatolians instead, given the known intense contacts between Helladic and West Anatolian groups.

The alternative view: The Sea Peoples can be traced back to the Aegean, so they could also have consisted of Luwian petty kingdoms, who had formed an alliance and attacked Hatti from the south.

The deduction process for the Greek connection was quite simple:

Palaeo-Balkan populations

We know that R1b-Z2103 expanded with Yamna, including West Yamna settlers: they appear in Vučedol, which means they formed part of the earliest expansion waves of Yamna settlers into the Carpathian Basin, and they also appear scattered among Bell Beakers (apart from dominating East Yamna and Afanasevo), which suggests that they were possibly one of the most successful lineages during the late Repin/early Yamna expansion.

The “Steppe ancestry” associated with I2a-L699 samples among Balkan BA peoples may have also been associated with recent Bronze Age expansions, and this haplogroup’s presence among modern Balkan peoples may also suggest that it expanded with Palaeo-Balkan languages. Nevertheless, we don’t know which specific lineages and “Steppe ancestry” they represent, sadly.

These samples may well be related to remnants of previous Balkan populations like Cernavodă or Ezero, because there has been no peer-reviewed attempt at distinguishing Khvalynsk-/Novodanilovka- from Sredni Stog- from Yamnaya-related populations (see here), and some groups that are associated with this ancestry, like Corded Ware, are known to be culturally distinct from Yamna.

In any case, Proto-Greeks from the southern Balkans (say, Sitagroi IV and related groups) are probably going to show, based on Palaeo-Balkan substrate and Pre-Greek substrate and on the available Mycenaean samples, a process of decreasing proportion of R1b-Z2103 lineages relative to local ones, and a relatively similar cline of Yamna:EEF ancestry from northern to southern areas, at least in the periods closest to the Yamna expansion.

NOTE. The finding of “archaic” R1b-L389 (R1b-V1636) and R1a-M198 subclades among modern Greeks and the likely Neolithic origin of these paternal lineages around the Caucasus suggest that their presence in Greece may be from any of the more recent migrations that have happened between Anatolia and the Balkans, especially during the Common Era, rather than Indo-Anatolian migrations; probably very very recently.

Bronze Age cultures in the Balkans and the Aegean. See full map including ancient samples with Y-DNA, mtDNA, and ADMIXTURE.

Minoans and haplogroup J

In the Aegean, it is already evident that the population changed language partly through cultural diffusion, probably through elite domination of Proto-Greek speakers. Whether that happened before the invasion into the Greek Peninsula or after it is unclear, as we discussed recently, because we only have one reported Y-chromosome haplogroup among Mycenaeans, and it is J (probably continuing earlier lineages).

Now we have more samples from the so-called Emporion 2 cluster in Olalde et al. (2019), which shows Mycenaean-like eastern Mediterranean ancestry and 3 (out of 3) samples of haplogroup J, which – given the origin of the colony in Phocea – may be interpreted as the prevalence of West Anatolian-like ancestry and lineages in the eastern part of the Aegean (and possibly thus south Peloponnese), in line with the modern situation.

NOTE. It does not seem likely that those R or R1b-L23 samples from the Emporion 1 cluster are R1b-Z2103, based on their West European-like ancestry, although they still may be, because – as we know – ancestry (unlike haplogroup) changes too easily to interpret it as an ancestral ethnolinguistic marker.

PCA of ancient samples related to the Aegean, with Minoans, Mycenaeans (including the Emporion 2 cluster in the background) Anatolia N-Ch.-BA and Levantine BA-LBA populations, including Tel Shadud samples. See more PCAs of ancient Eurasian populations.

Greeks and haplogroup R1b-M269

Therefore, while the presence of R1b-Z2103 among ancient Balkan peoples connected to the Yamna expansion is clear, one might ask if R1b-Z2103 really spread up to the Peloponnese by the time of the Mycenaean Civilization. That has only one indirect answer, and it’s most likely yes.

We already had some R1b-Z2103 among Thracians and around the Armenoid homeland, which offers another clue at the migration of these lineages from the Balkans. The distribution of different “archaic” R1b-Z2103 subclades among modern Balkan populations and around the Aegean offered more support to this conclusion.

But now we have two interesting ancient populations that bear witness to the likely intrusion of R1b-M269 with Proto-Greeks:

An Ancient Greek of hg. R1b

A single ancient sample supports the increase in R1b-Z2103 among Greeks during the “Dorian” invasions that triggered the Dark Ages and the phenomenon of the Aegean Sea Peoples. It comes from a Greek lab study, showing R1b1b (i.e. R1b-P297 in the old nomenclature) as the only Y-chromosome haplogroup obtained from the sampling of the Gulf of Amurakia ca. 470-30 BC, i.e. before the Roman foundation of Nikopolis, hence from people likely from Anaktorion in Ancient Acarnania, of Corinthian origin.


Even with the few data available – and with the caution necessary for this kind of studies from non-established labs, which may be subject to many different kinds of errors – one could argue that the western Greek areas, which received different waves of migrants from the north and shows a higher distribution of R1b-Z2103 in modern times, was probably more heavily admixed with R1b-Z2103 than southern and eastern areas, which were always dominated by Greek-speaking populations more heavily admixed with locals.

The Dorian invasion and the Greek Dark Ages may thus account for a renewed influx of R1b-Z2103 lineages accompanying the dialects that would eventually help form the Hellenic Koiné. In a sense, it is only natural that demographically stronger populations around the Bronze Age Aegean would suffer a limited (male) population replacement with the succeeding invasions, starting with a higher genetic impact in the north-west and diminishing as they progressed to the south and the east, coupled with stepped admixture events with local populations.

This would be therefore the late equivalent of what happened at the end of the 3rd millennium BC, with Mycenaeans and their genetic continuity with Minoans.

Distribution of Pre-Greek place-names ending in -ssos/-ssa or -sos/-sa. See original images and more on the south/east cline distribution of Pre-Greek place-names here.

Sea peoples of hg. R1b-M269

Thanks to Wang et al. (2018) supplementary materials we knew that one of the two Levantine LBA II samples from Tel Shadud (final 13th–early 11th c. BC) published in van den Brink (2017) was of hg. R1b-M269 – in fact, the one interpreted as a Canaanite official residing at this site and emulating selected funerary aspects of Egyptian mortuary culture.

Both analyzed samples, this elite individual and a commoner of hg. J buried nearby, were genetically similar and indistinguishable from local populations, though:

Principal Components Analysis of L112 and L126 was carried out within the framework described in Lazaridis et al. (2016). This analysis showed that the two individuals cluster genetically, with similar estimated proportions of ancestry from diverse West Eurasian ancestral sources. These results are consistent with the hypothesis that they derive from the same population, or alternatively that they derive from two quite closely related populations.

We know that ancestry changes easily within a few generations, so there was not much information to go on, except for the fact that – being R1b-M269 – this individual could trace his paternal ancestor at some point to Proto-Indo-Europeans.

One might think that, because many haplogroups in this spreadsheet were wrong, this is also wrong; nevertheless, many haplogroups are correctly identified by Yleaf, and finding R1b-M269 in the Levant after the expansion of Sea Peoples could not be that surprising, because they were most likely related to populations of the Aegean Sea. Any other related hg. R1b (R1b-M73, R1b-V88, even R1b-V1636) wouldn’t fit as well as R1b-M269.


However, the early expansion of Proto-Indo-Aryans into the Middle East, as well as the later expansion of Armenians from the Balkans through Anatolia and of West Iranians from the east may have all potentially been related to this sample. But still, the previous linguistic and archaeological theories concerning the Philistines and the expansion of Sea Peoples in the Levant made this sample a likely (originally) Greek “Dorian” lineage, rather than the other (increasingly speculative) alternatives.

In any case, it was obvious to anyone – that is, to anyone with a minimum knowledge of how population genomics works – that just the two samples from van den Brink (2017) couldn’t be used to get to any conclusions about the ancestral origin of these individuals (or their differences) beyond Levantine peoples, because their ancestry was essentially (i.e. statistically) the same as the other few available ancient samples from nearby regions and similar periods.

If anything, the PCA suggested an origin of the R1b sample closer to Aegean populations relative to the J individual (see PCA above), and this should have been supported also by amateur models, without any possible confirmation (as with the ASH_IA2 cluster in this paper). However, if you have followed online discussions of Tel Shadud R1b-M269 sample since it was mentioned first on Eupedia months ago – including another wave of misguided speculation based on the ancestry of both individuals triggered by a discussion on this blog -, you have once more proof of how misleading ancestry analyses can be in the wrong hands.

NOTE. This is the Nth proof (and that only in 2019) of how it’s best to just avoid amateur analyses and interpretations altogether, as I did in the recent publication of the books. All those who didn’t take into account whatever was commented about the ancestry of these samples haven’t lost a single bit of relevant information on Levantine peoples, and have had more time for useful reads, compared to those dedicated to endless void speculation, once again gone awfully wrong, as does everything related to cocky ancient DNA crackpottery 😉

Late Bronze Age population movements in the Eastern Mediterranean and the Middle East. See full map including ancient DNA samples with Y-DNA, mtDNA, and ADMIXTURE.

Admittedly, though, even accepting the evident Mediterranean origin of this lineage, one could have argued that this sample may have been of R1b-L151 subclade, if one were inclined to support the theory that Italic peoples were behind Sea Peoples expanding east – and consequently that the ancestors of Etruscans had migrated eastward into the Aegean (e.g. into Lemnos), so that it could be asserted that Tyrsenian might have been a remnant language of an ancient population of northern Italy.


Fortunately, some of the samples recovered in Feldman et al. (2019) that could be analyzed (those of the cluster ASH_IA1) offer a very specific time frame where European ancestry appeared (ca. 1250 BC) before it subsequently became fully diluted (as seen in cluster ASH_IA2) among the prevalent Levantine ancestry of the area.

Also fortunately, this precise cluster shows another R1b-M269 sample, likely R1b-Z2103 (because it is probably xL151), and this sample together with others from the same cluster prove that the ancestry related to the original southern European incomers was:

  1. Recent, related thus to LBA population movements, as expected; and
  2. More closely related to coeval Aegeans, including Mycenaeans with Steppe-related ancestry.

NOTE. I say “fortunately” because, as you can imagine if you have dealt with amateurish discussions long enough, without this cluster with evident Aegean ancestry and the R1b-M269 (Z2103) sample precisely associated to it, some would enter again in endless comment loops created by ancestry magicians, showing how Aegean peoples were not behind Sea Peoples, or not behind Philistines, or not behind the R1b-M269 among Philistines, depending on their specific agendas.

Map of the Sea People invasions in the Aegean Sea and Eastern Mediterranean at the end of the Late Bronze Age (blue arrows).. Some of the major cities impacted by the raids are denoted with historical dates. Inland invasions are represented by purple arrows. From Kaniewski et al. (2011). Some of the major cities impacted by the raids are denoted with historical dates. Inland invasions are represented by purple arrows.

The results of the paper don’t solve the question of the exact origin of all Sea Peoples (not even that of Philistines), but it is quite clear that most of those forming this seafaring confederation must have come from sites around the Aegean Sea. This supports thus the traditional origin attributed to them, including a hint at the likely expansion of Eastern Mediterranean ancestry and lineages into the Italian Peninsula precisely from the Aegean, as some oral communications have already disclosed.

As an indirect conclusion from the findings in this paper, then, we can now more confidently support that Tyrsenian speakers most likely expanded into the Appenines and the Alps originally from a Tyrsenian-speaking LBA population from Lemnos, due to the social unrest in the whole Aegean region, and might have become heavily admixed with local Italic peoples quite quickly, as it happened with Philistines, resulting in yet another case of language expansion through (the simplistically called) elite domination.


Even more interesting than these specific findings, this paper confirms yet another hypothesis based on phylogeography, and proves once again two important starting points for ancient DNA interpretation that I have discussed extensively in this blog:

  • The rare R1b-M269 Y-chromosome lineage of Tel Shadud offered ipso facto the most relevant clue about the ancestral geographical origin of this Canaanite elite male’s paternal family, most likely from the north-west based on ancient phylogeography, which indirectly – in combination with linguistics and archaeology – supported the ancestral ethnolinguistic identification of Philistines with the Aegean and thus with (a population closest to) Ancient Greeks.
  • Ancestry analyses are often fully unreliable when assessing population movements, especially when few samples from incomplete temporal-geographical transects are assessed in isolation, because – unlike paternal (and maternal) haplogroups – ancestry might change fully within a few generations, depending on the particular anthropological setting. Their investigation is thus bound by many limitations – of design, statistical, and anthropological (i.e. archaeological and linguistic) – which are quite often not taken into account.

These cornerstones of ancient DNA interpretation have been already demonstrated to be valid not only for Levantine populations, as in this case, but also for Balkan peoples, for Bell Beakers, for steppe populations (like Khvalynsk, Sredni Stog, Yamna, Corded Ware), for Basques, for Balto-Slavs, for Ugrians and Samoyeds, and for many other prehistoric peoples.

I rest my case.


Balto-Slavic accentual mobility: an innovation in contact with Balto-Finnic


Some very specific prosodic innovations affected the Balto-Slavic linguistic community, probably at a time when it already showed internal dialectal differences. Whether those innovations were related to archaic remnants stemming from the parent Proto-Indo-European language, and whether that disintegrating community included different dialects, remains an object of active debate.

“Archaic” Balto-Slavic?

The main question about Balto-Slavic is whether this concept represents a single community, or it was rather a continuum formed by two (Baltic and Slavic) or possibly three (East Baltic, West Baltic, Slavic) neighbouring communities, speaking closely related Northern European dialects, which just happened to evolve very close to each other, i.e. in cultures that were closer to each other than they were to Germanic or Balto-Finnic.

In my opinion, their similarities warrant the reconstruction of a single original central-east European community since the dissolution of Bell Beakers, speaking a North-West Indo-European dialect, and most internal differences between Baltic and Slavic may be explained as innovations. The precise identification of a Proto-Balto-Slavic community remains elusive, although the Unetice-Iwno-Mierzanowice triangle remains the best bet, with Trzciniec showing what seems like an Early Slavic-like population reaching up to the East Baltic.

Bell Beaker expansion in eastern Europe and around the Baltic.

The reconstruction of a common Balto-Slavic proto-language is known to range from difficult to impossible, depending on who you ask, not the least because of the differences that are discussed in this post, and which have been the own battlefield created by Balticists and Slavicists for decades. The old tenet that Balto-Slavic had inherited some traits directly from PIE is – in contrast with e.g. the Italo-Celtic concept – surprisingly vivid still today.

Take, for example, these internal differences and supposedly archaic traits:

  • The ruKi rule, where Baltic shows mostly *is, *us, and Slavic shows *, *; or the different output of Satemization in Baltic compared to Slavic (and both compared to Indo-Iranian). Nevertheless, the Satemization trends in Balto-Slavic and Indo-Iranian are usually explained together and taken as a sign of a traditional three-velar system for PIE.
    • If you consider Satemization as a late trend in Balto-Slavic, affecting each dialect in a different way, and thus Balto-Slavic phonetic evolution clearly distinct from the Indo-Iranian trend, rejecting trictectalism, this problem is solved. This would also solve the impossible Indo-Slavonic problem, and the paradox of Balto-Slavic sharing a genetic phylum with Germanic and Italo-Celtic.
    • If you, however, conflate these differences and North-West Indo-European features with an ad hoc explanation of a hypothetic Centum dialect called Temematic, which intends to solve their (in Holzer’s words) unlösbaren inconsistencies, you essentially add a whole new inconsistency without solving their previous ones. For a full rebuttal of Holzer‘s Temematic etymologies, see Matasović (2014).
  • Kortlandt’s reconstruction of a PIE 3rd singular *-e (Baltic from *-et, Slavic from *-eti) and 3rd plural *-o, which would have been replaced independently in other Indo-European dialects (by *-eti, *-onti), is reminiscent of his own reconstruction of laryngeals almost up to the attestation of all Indo-European dialects, including Baltic. If you consider these traits an innovation, this artificially created problem is immediately solved.
  • Genitive plural Pre-Baltic *-ōm vs. Pre-Slavic *-ŏm is another commonly cited example. However, I would place this difference among other similar differences found within other related IE dialects, hence a common phonetic innovation (see e.g. below for the classicist view of unstable obliques).
  • Kortlandt’s reconstruction of oblique cases in *-m-, shared with Germanic, as stemming from a common Middle PIE *-mus (based essentially on Old Lithuanian *-mus and on a non-existent equivalent Anatolian formation), hence different from those in *-bʰ-. While you can argue for infinite more reasonable alternatives, the most often cited one is the ins.-dat. pl. *-bʰ- as a common NWIE innovation based on ins. sg. *bʰi-, while forms in *-m- (including ins. sg.) as a Northern European phonetic innovation. The simplest, most elegant explanation I’ve read to date (I think by Rémy Viredaz) is the similar bilabial change of Giacobo/Giacomo in Italian…

As you can see, some Balto-Slavicists could have written whole books about how their object of study holds the key to solve problems on common Proto-Indo-European paradigms, some of which wouldn’t need solving if they hadn’t been started by Balto-Slavicists themselves…

While all of these “archaic” traits are easily dismissed without further ado (except for some understandable damaged pride among academics), there is one especially pervasive idea among those willing to find the white whale of laryngeal remnants in Indo-European languages (see here for other examples of dubious laryngeal remains).

The prophecy before the battle, Józef Ryszkiewicz, 1890. Or, how to conjure laryngeal remnants in Balto-Slavic.

Accentual development in contact

Whichever position one prefers, the general argument is that the Balto-Slavic accentual system is non-trivial for the classification of both dialects into a common branch. However, that would only be completely true if it were a common innovation, but not so much if it were a natural laryngeal evolution.

In fact, the broken tone preserving a PIE laryngeal, as proposed by Kortlandt – continuing Meillet’s idea of synchronous PIE-PBS developments – was always very difficult to accept. Even the rising pronunciation is not original, and represents a shift of the accent on the initial syllable in Latvian…

In my opinion, the derivation of a modern phenomenon from a PIE laryngeal must always raise a red flag (see below on archaisms vs. innovations in IE languages). As you can see from my take of the fable in Balto-Slavic, which uses Kortlandt’s reconstruction, I preferred not to take into account the reconstructed accents. The fable remains thus a model of what could have been a common Proto-Balto-Slavic, unlike other reconstructions, which are much less tentative.

NOTE. You could argue that accents may be reconstructed in spite of the wrong theory behind them, but this is not true; at least not of all reconstructed accents, some of which require further assumptions. Think about it this way: I wouldn’t take into account a reconstruction of Germanic accent which used Danish glottalized tone for a hypothetical Proto-Germanic laryngeal, even if most accents seemed correct at first sight. The truth is, I didn’t want to dedicate time to go through each reconstructed word and its explanation, so it was easier to delete them all, even though that’s not an actual solution, either. You will find the same doubts in the description of Balto-Slavic evolution in my old Modern Indo-European grammar. The introduction to IE dialects was partially copied from Wikipedia (which, in the case of Balto-Slavic, essentially summarized data from Kortlandt), but in the grammar I just tried to keep the basics, and not very successfully, because you need a comprehensive and coherent description of a language’s evolution. That’s how messed up the question was, and how it still is, even though 15 years of research have passed…

Despite the idea of an “archaic Balto-Slavic”, especially prevalent among older researchers, the current trend is to consider Balto-Slavic prosodic changes as a natural innovation, even among those who would artificially reconstruct laryngeal remnants up to late Balto-Slavic stages.

NOTE. You can read more about the Proto-Indo-European laryngeal loss and vocalism. While the presence of certain laryngeals up to Late PIE is certain, the loss in many environments is also generally agreed upon. This is especially true of a hypothetical Indo-Slavonic branch, like that supported by Kortlandt: even those supporting multiple laryngeal loss events must admit that Indo-Iranian showed no laryngeals before its disintegration, whether they put this loss as an internal Proto-Indo-Iranian evolution, or they place it earlier. Tocharian attests to an evolution similar to the rest of Late PIE dialects (hence to a quite early laryngeal loss trend), and Balkan dialects (supposedly splitting before Indo-Slavonic) also lost laryngeals in a similar way, except for initial ones, which show vocalic output instead of full loss.

So, where does a laryngeal loss fit in this “Indo-Slavonic” scheme, exactly? Before the Tocharian split? Before the Balkan split? After the Balkan split but before the full loss in Indo-Iranian? And where exactly does this group belong regarding Corded Ware, and where does Germanic? No idea (but you can read Kortlandt try fitting his model with Gimbutas’ “Kurgan peoples”). Because one thing is to reconstruct Proto-Greek, or Proto-Celtic, or Proto-Italic forms without laryngeals and to put them in relation with a purely theoretical three-laryngeal PIE, and a different one is to reconstruct laryngeals (including in environments which were already lost in Tocharian) up to Proto-Baltic and Proto-Slavic, which seems more than just a bit of a stretch…

Indo-European dialectal relationships, from Mallory and Adams (2006).

Thomas Olander offered a summary of the current positions regarding the Balto-Slavic accentual system recently in Indo-European heritage in the Balto-Slavic accentuation system (2013), which also contains a summary of his Mobility Law, to explain this phenomenon as a common Pre-Baltic and Pre-Slavic innovation.

Andersen, an advocate of different Baltic and Slavic dialects developing in contact with Satem dialects, suggested in The Satem Languages of the Indo-European Northwest. First Contacts? (2009), partially based on Olander’s initial proposal, that Baltic and Slavic accentual mobility arose as a result of contact with languages with fixed word-initial ictus: the accent was lost in the word-final mora in pre-Proto-Baltic and, independently, in pre-Proto-Slavic. Hence, the central innovation, the accent loss

technically is not a shared Slavic and Baltic innovation. On the contrary. It shows that the speakers of the Pre-Slavic and Pre-Baltic dialects formed bilingual communities with speakers of contact dialects that were of the same prosodic type, viz. had fixed initial ictus but no free accent.

In the meantime, Olander (2019) has found out about more real-world examples of this same phenomenon:

Prosodic features are known to be susceptible to contact influence (Salmons 1992:1 and passim). While it does not directly influence the evaluation of the Mobility Law as a non-trivial innovation, it is interesting that most of the alleged parallels are indeed considered to be contact-induced changes due to influence from languages with an ictus on the word-initial syllable (Andersen 2009: 11-14; Rinkevičius 2013): Balto-Fennic in the case of the Karelian and (perhaps through Latvian as an intermediary) Žemaitian dialects, and Hungarian in the case of the Slavonian dialects (for Karelian see Jakobson 1938/2002: 239; Veenker 1967: 74; Thomason & Kaufman 1988: 122, 241; Salmons 1992: 41- 42; for Žemaitian see Zinkevičius 1966: 45- 46; for Slavonian see Ivić 1958: 287).

I am not aware of any hypotheses on a contact-induced origin for Greek prosodic innovations, but it is at least worth noting that there is agreement on significant substrate influence on Greek. While we may speculate that these substrate language(s) had word-initial ictus like Balto-Fennic and Hungarian, we do not have any actual information about the prosodic system(s) (thus even Beekes 2014: 9, who in other respects provides a fairly detailed picture of the substrate).

The parallels from other speech varieties show that an accent loss of the type suggested for a pre-stage of Baltic and Slavic is a type of prosodic change that has occurred several times in different various systems. In the context of the present paper this means that the sound law itself cannot be classified as a non-trivial innovation; it may have taken place in already differentiated dialects or languages. Also, the parallels suggest that a loss of the accent may be the result of influence from languages with fixed word-initial ictus.

In this time when even linguists agree that substrate/contact languages have to be related to specific ethnolinguistic groups (see here for Germanic), the fact that Olander stops short of naming this substrate behind Pre-Baltic and Pre-Slavic as being Late Uralic in general, or Balto-Finnic in particular, is surprising.

NOTE. Not the least because Olander is part of the Homeland Timeline map project of the Copenhagen group (their website is not working right now), and they placed Volosovo as Uralians expanding with Netted Ware in contact with the Baltic during the Bronze Age…So what’s to doubt about Balto-Slavic – Balto-Finnic contacts, exactly? Maybe if Balto-Finnic was the substrate language behind Balto-Slavic (as it was in Germanic), it would mean that Uralic languages were previously spoken in territories that became later Germanic- and Balto-Slavic-speaking?

Still image from the Copenhagen Timeline Map (accessed one year ago), showing in green Volosovo hunter-gatherers who, according to the map, later expand to the north-east with Netted Ware…

Archaism vs. Innovation

If we tried to describe these trends of explaining peculiar traits in recent Indo-European dialects as archaism vs. innovation from a purely theoretical point of view, we could roughly distinguish two different positions (with infinite variants, of course) among academics – just like we could find people more inclined to leftist or rightist trends when speaking about economy. When it comes to linguistics, which is the least messed-up field where one can describe Indo-European and Indo-Europeans, I think we can find two alternative basic tenets:

  • One idea would hold that the oldest attested dialects – and those with an older guesstimated proto-language – are the gold standard as to what the original situation may have been, and about what could be described as an archaism. For example, Ancient Greek and Mycenaean or Vedic Sanskrit for old dialects; Tocharian, or Italic dialects for those with quite old guesstimates, each for different reasons; and Anatolian for both, old dialect and attested early.
  • NOTE. Nevertheless, the phonology of Anatolian inscriptions is often difficult to ascertain, and its ancient dialectal nature stemming from a Middle PIE stage may still be disputed by some. The archaic nature of Tocharian seems to be maybe less generally accepted than that of Anatolian, but I would say there is general consensus on the matter today.

  • The other general idea would support that the most isolated dialects are those which may hold the key to the oldest Indo-European traits, somehow hidden from external influences and areal contacts, and thus from generalized innovative trends that have affected the best known ancient dialects. In that sense, languages like Slavic, Baltic, Albanian, or Armenian – as well as some Balkan fragmentary dialects – are quite common aims of study to reveal exceptional PIE traits.

I think the education system in Southern Europe and South Asia is that of formal classicists. In eastern Europe, I’d reckon the education system – especially in regions that were never connected to the Graeco-Roman tradition – favours linguistics as a study of the own and related proto-languages. For northern Europe, I would say it’s 50/50, especially in Scandinavia, depending on whether classicists or linguists dominate over the departments of Indo-European. For example, while Germany or Austria would maybe lean more toward the classics, Copenhagen’s obsession with Germanic as the most archaic IE branch is well known…

A 17th-century birch bark manuscript of Pāṇini’s grammar treatise from Kashmir. Image from Wikipedia.

Both positions, when blindly accepted, are bound to fail at some point or another:

  • If you take Classical Sanskrit, Classical Greek, or Classical Latin as an example of Proto-Indo-European, you are bound to make radical mistakes when reconstructing the parent language, more so if you disregard the oldest attested layers of the languages. An interesting view of the so-called Adradists at the Complutense University of Madrid – apart from their famous 9-laryngeal reconstruction – is that Middle PIE had only 5 cases, with a general (unstable) oblique one in Late PIE that later evolved into the attested 5 to 8 cases in the different dialects. That is, in my opinion, a fairly typical classicist error, which would be easily addressed by taking into account the oldest stages, like those attested in Mycenaean and in Old Latin, instead of focusing on classical grammar. The 8-case system is, in fact, one of the few true Balto-Slavic archaisms, supported by external comparanda.
  • On the other hand, if you take Albanian, Armenian, Baltic or Slavic, or even phonetically dubious data like those from some Anatolian inscriptions, you can eventually argue for anything. And I really mean anything; you are leaving the logic door wide open for any crazy-ass opinion about Proto-Indo-European based on traits found in modern languages: From how many velars evolved (if at all, because you may find all of them in Luwian, or still living in Albanian or in Armenian…) and their nature as ejective consonants in Late PIE (based on Armenian or Germanic); to how many laryngeals and when these laryngeals disappeared (if they actually did disappear, because some may even find them in Modern Lithuanian, in Armenian, or in Danish…); etc. Once you believe your own romantic view of some modern language(s) retaining traits from five thousand years ago, there is no stopping that; not for you, but not for anyone else, either.

NOTE. One of the funniest consequences of this type of ‘worldview’, where one assumes that – the own interpretations of – modern dialects are as reliable (or even more so than) ancient ones, and that Indo-European dialects somehow split at the same time from the parent language (so there was one common “full laryngeal” language, and then all attested dialects evolved from it) are some of the theories that you can easily find posted on Facebook’s group on Proto-Indo-European. Let’s just say, for the sake of simplicity, that you can compare English ‘sunrise’ with Spanish ‘sonrisa’ “smile” all you want, and assert that both reveal a common origin in PIE *sup- hence from the Sun and the smile going “up” or something, but any explanation as to how you reached that conclusion doesn’t make for the why this comparison shouldn’t have even started at all. Now replace English and Spanish with Armenian, Slavic, and/or Albanian, invent some new IE sound law, throw one or two laryngeals in the mix, and somehow this might get a pass among certain linguists…

The Celebration of Svetovid on Rügen, Alphonse Mucha, The Slav Epic. Image from Wikipedia. Were Early Slavs some among a selected few romantic peoples to keep the “true” Indo-European language and traditions? Of course not.

While no one can deny the value of different Indo-European branches for the reconstruction of the parent language, no matter how recently they were attested, the only reasonable solution whenever a difficult case arises is to trust ancient dialects more than recent ones. Using data from fringe theories based on recent dialects to build a Proto-Indo-European paradigm, especially when there is contradictory data from ancient IE dialects, is flawed for two reasons:

  1. Languages attested later – especially after periods of population movements and contacts – would show, in general, a greater degree of change. Preferring Old Slavic or Classical Armenian to reconstruct Indo-European over ancient dialects like Ancient Greek, Vedic Sanskrit, or ancient Italic dialects is, in a way, like taking Byzantine Greek, Pali, or Old French as models, respectively.
  2. Classical languages are indeed modified due to the action of grammarians, but once standardized these “languages behind a state” (or religion) are less prone to change, due to the transmission of oral (and written) literature, education, commerce, etc. Languages left to unorganized tribes are less constrained in their evolution, and their internal (substrate) and external (contact) influences are greater and (what’s worse) unknown.

Baltic and Slavic, like Albanian or Armenian, are dialects attested very recently, which may have undergone complex internal and external influences we may never fully understand. Confronted with controversial or inexplicable traits compared to ancient branches like Greek, Indo-Iranian, or Italo-Celtic (especially if they fit with other Indo-European dialects), the conservative solution that will be right most of the time (and I mean 99.9999% of cases) is to assume they represent an innovation over Late PIE.

The fact that some researchers still use these recent dialects as a blank canvas instead, in order to propose unending new ideas about how to reconstruct IE proto-languages, or even older common PIE stages, is shocking. Not “R1a/Steppe” vs. “N1c/Siberian” haplogroup+ancestry bullshit-level shocking, but still unacceptable in a serious academic environment.

The only reason why Balto-Slavicists have failed so many times in this “unsolvable” question that seems to be Proto-Balto-Slavic reconstruction, apart from the known differences between Baltic and Slavic, is precisely the fixation of many with their object of study as a model for other IE languages (and thus for PIE), instead of taking the rest as a model for the reconstruction of Balto-Slavic (or of Proto-Baltic and Proto-Slavic).

Repeating ad nauseam the popular concept of Balto-Slavic (or Baltic and Slavic) being among the most archaic IE dialects, or the slowest evolving IE dialects, and cheap nationalist slogans of the sort, does not help this aim, and just reading or hearing that should make anyone cringe instantly. Not less than reading or hearing about Sanskrit being essentially equal to PIE, or spoken in the Indus Valley 10,000 years ago. Because we are not living in the 19th century, mind you.


A Song of Sheep and Horses, revised edition, now available as printed books


As I said 6 months ago, 2019 is a tough year to write a blog, because this was going to be a complex regional election year and therefore a time of political promises, hence tenure offers too. Now the preliminary offers have been made, elections have passed, but the timing has slightly shifted toward 2020. So I may have the time, but not really any benefit of dedicating too much effort to the blog, and a lot of potential benefit of dedicating any time to evaluable scientific work.

On the other hand, I saw some potential benefit for publishing texts with ISBNs, hence the updates to the text and the preparation of these printed copies of the books, just in case. While Spain’s accreditation agency has some hard rules for becoming a tenured professor, especially for medical associates (whose years of professional experience are almost worthless compared to published peer-reviewed papers), it is quite flexible in assessing one’s merits.

However, regional and/or autonomous entities are not, and need an official identifier and preferably printed versions to evaluate publications, such as an ISBN for books. I took thus some time about a month ago to update the texts and supplementary materials, to publish a printed copy of the books with Amazon. The first copies have arrived, and they look good.


Corrections and Additions

I have changed the names and order of the books, as I intended for the first publication – as some of you may have noticed when the linguistic book was referred to as the third volume in some parts. In the first concept I just wanted to emphasize that the linguistic work had priority over the rest. Now the whole series and the linguistic volume don’t share the same name, and I hope this added clarity is for the better, despite the linguistic volume being the third one.

Uralic dialects
I have changed the nomenclature for Uralic dialects, as I said recently. I haven’t really modified anything deeper than that, because – unlike adding new information from population genomics – this would require for me to do a thorough research of the most recent publications of Uralic comparative grammar, and I just can’t begin with that right now.

Anyway, the use of terms like Finno-Ugric or Finno-Samic is as correct now for the reconstructed forms as it was before the change in nomenclature.


The most interesting recent genetic data has come from Iberia and the Mediterranean. Lacking direct data from the Italian Peninsula (and thus from the emergence of the Etruscan and Rhaetian ethnolinguistic community), it is becoming clearer how some quite early waves of Indo-Europeans and non-Indo-Europeans expanded and shrank – at least in West Iberia, West Mediterranean, and France.

Some of the main updates to the text have been made to the sections on Finno-Ugric populations, because some interesting new genetic data (especially Y-DNA) have been published in the past months. This is especially true for Baltic Finns and for Ugric populations.


Consequently, and somehow unsurprisingly, the Balto-Slavic section has been affected by this; e.g. by the identification of Early Slavs likely with central-eastern populations dominated by (at least some subclades of) hg. I2a-L621 and E1b-V13.

I have updated some cultural borders in the prehistoric maps, and the maps with Y-DNA and mtDNA. I have also added one new version of the Early Bronze age map, to better reflect the most likely location of Indo-European languages in the Early European Bronze Age.

As those in software programming will understand, major changes in the files that are used for maps and graphics come with an increasing risk of additional errors, so I would not be surprised if some major ones would be found (I already spotted three of them). Feel free to communicate these errors in any way you see fit.

European Early Bronze Age: tentative langage map based on linguistics, archaeology, and genetics.

I have selected more conservative SNPs in certain controversial cases.

I have also deleted most SNP-related footnotes and replaced them with the marking of each individual tentative SNP, leaving only those footnotes that give important specific information, because:

  • My way of referencing tentative SNP authors did not make it clear which samples were tentative, if there were more than one.
  • It was probably not necessary to see four names repeated 100 times over.
  • Often I don’t really know if the person I have listed as author of the SNP call is the true author – unless I saw the full SNP data posted directly – or just someone who reposted the results.
  • Sometimes there are more than one author of SNPs for a certain sample, but I might have added just one for all.
More than 6000 ancient DNA samples compiled to date.

For a centralized file to host the names of those responsible for the unofficial/tentative SNPs used in the text – and to correct them if necessary -, readers will be eventually able to use Phylogeographer‘s tool for ancient Y-DNA, for which they use (partly) the same data I compiled, adding Y-Full‘s nomenclature and references. You can see another map tool in ArcGIS.

NOTE. As I say in the text, if the final working map tool does not deliver the names, I will publish another supplementary table to the text, listing all tentative SNPs with their respective author(s).

If you are interested in ancient Y-DNA and you want to help develop comprehensive and precise maps of ancient Y-DNA and mtDNA haplogroups, you can contact Hunter Provyn at You can also find more about phylogeography projects at Iain McDonald’s website.

I have also added more samples to both the “Asian” and the “European” PCAs, and to the ADMIXTURE analyses, too.

I previously used certain samples prepared by amateurs from BAM files (like Botai, Okunevo, or Hittites), and the results were obviously less than satisfactory – hence my criticism of the lack of publication of prepared files by the most famous labs, especially the Copenhagen group.

Fortunately for all of us, most published datasets are free, so we don’t have to reinvent the wheel. I criticized genetic labs for not releasing all data, so now it is time for praise, at least for one of them: thank you to all responsible at the Reich Lab for this great merged dataset, which includes samples from other labs.

NOTE. I would like to make my tiny contribution here, for beginners interested in working with these files, so I will update – whenever I have time – the “How To” sections of this blog for PCAs, PCA3d, and ADMIXTURE.

Detail of the PCA of European Iron Age populations. See full versions.

For unsupervised ADMIXTURE in the maps, a K=5 is selected based on the CV, giving a kind of visual WHG : NWAN : CHG/IN : EHG : ENA, but with Steppe ancestry “in between”. Higher K gave worse CV, which I guess depends on the many ancient and modern samples selected (and on the fact that many samples are repeated from different sources in my files, because I did not have time to filter them all individually).

I found some interesting component shared by Central European populations in K=7 to K=9 (from CEU Bell Beakers to Denmark LN to Hungarian EBA to Iberia BA, in a sort of “CEU BBC ancestry” potentially related to North-West Indo-Europeans), but still, I prefer to go for a theoretically more correct visualization instead of cherry-picking the ‘best-looking’ results.

Since I made fun of the search for “Siberian ancestry” in coloured components in Tambets et al. 2018, I have to be consistent and preferred to avoid doing the same here…

In the first publication (in January) and subsequent minor revisions until March, I trusted analyses and ancestry estimates reported by amateurs in 2018, which I used for the text adding my own interpretations. Most of them have been refuted in papers from 2019, as you probably know if you have followed this blog (see very recent examples here, here, or here), compelling me to delete or change them again, and again, and again. I don’t have experience from previous years, although the current pattern must have been evidently repeated many times over, or else we would be still talking about such previous analyses as being confirmed today…

I wanted to be one step ahead of peer-reviewed publications in the books, but I prefer now to go for something safe in the book series, rather than having one potentially interesting prediction – which may or may not be right – and ten huge mistakes that I would have helped to endlessly redistribute among my readers (online and now in print) based on some cherry-picked pairwise comparisons. This is especially true when predictions of “Steppe“- and/or “Siberian“-related ancestry have been published, which, for some reason, seem to go horribly wrong most of the time.

I am sure whole books can be written about why and how this happened (and how this is going to keep happening), based on psychology and sociology, but the reasons are irrelevant, and that would be a futile effort; like writing books about glottochronology and its intermittent popularity due to misunderstood scientist trends. The most efficient way to deal with this problem is to avoid such information altogether, because – as you can see in the current revised text – they wouldn’t really add anything essential to the content of these books, anyway.

Continue reading

Official site of the book series:
A Song of Sheep and Horses: eurafrasia nostratica, eurasia indouralica

Ancient Sardinia hints at Mesolithic spread of R1b-V88, and Western EEF-related expansion of Vasconic


New preprint Population history from the Neolithic to present on the Mediterranean island of Sardinia: An ancient DNA perspective, by Marcus et al. bioRxiv (2019)

Interesting excerpts (emphasis mine, edited for clarity):

On the high frequency of R1b-V88

Our genome-wide data allowed us to assign Y haplogroups for 25 ancient Sardinian individuals. More than half of them consist of R1b-V88 (n=10) or I2-M223 (n=7).

Francalacci et al. (2013) identi fied three major Sardinia-specifi c founder clades based on present-day variation within the haplogroups I2-M26, G2-L91 and R1b-V88, and here we found each of those broader haplogroups in at least one ancient Sardinian individual. Two major present-day Sardinian haplogroups, R1b-M269 and E-M215, are absent.

Compared to other Neolithic and present-day European populations, the number of identi fied R1b-V88 carriers is relatively high.

(…)ancient Sardinian mtDNA haplotypes belong almost exclusively to macro-haplogroups HV (n = 16), JT (n = 17) and U (n = 9), a composition broadly similar to other European Neolithic populations.

Geographic and temporal distribution of R1b-V88 Y-haplotypes in ancient European samples. We plot the geographic position of all ancient samples inferred to carry R1b-V88 equivalent markers. Dates are given as years BCE (means of calibrated 2s radio-carbon dates). Multiple V88 individuals with similar geographic positions are vertically stacked. We additionally color-code the status of the R1b-V88 subclade R1b-V2197, which is found in most present-day African R1b-V88 carriers.

On the origin of a Vasconic-like Paleosardo with the Western EEF

(…) the Neolithic (and also later) ancient Sardinian individuals sit between early Neolithic Iberian and later Copper Age Iberian populations, roughly on an axis that differentiates WHG and EEF populations and embedded in a cluster that additionally includes Neolithic British individuals. This result is also evident in terms of absolute genetic differentiation, with low pairwise FST ~ 0.005 +- 0.002 between Neolithic Sardinian individuals and Neolithic western mainland European populations. Pairwise outgroup-f3 analysis shows a very similar pattern, with the highest values of f3 (i.e. most shared drift) being with Neolithic and Copper Age Iberia, gradually dropping off for temporally and geographically distant populations.

In explicit admixture models (using qpAdm, see Methods) the southern French Neolithic individuals (France-N) are the most consistent with being a single source for Neolithic Sardinia (p ~ 0:074 to reject the model of one population being the direct source of the other); followed by other populations associated with the western Mediterranean Neolithic Cardial Ware expansion.

Principal Components Analysis based on the Human Origins dataset. A: Projection of ancient individuals’ genotypes onto principal component axes de fined by modern Western Eurasians (gray labels).

Pervasive Western Hunter-Gatherer ancestry in Iberian/French/Sardinian population

Similar to western European Neolithic and central European Late Neolithic populations, ancient Sardinian individuals are shifted towards WHG individuals in the top two PCs relative to early Neolithic Anatolians Admixture analysis using qpAdm infers that ancient Sardinian individuals harbour HG ancestry (~ 17%) that is higher than early Neolithic mainland populations (including Iberia, ~ 8%), but lower than Copper Age Iberians (~ 25%) and about the same as Southern French Middle-Neolithic individuals (~ 21%).

Principal Components Analysis based on the Human Origins dataset. B: Zoom into the region most relevant for Sardinian individuals.

Continuity from Sardinia Neolithic through the Nuragic

We found several lines of evidence supporting genetic continuity from the Sardinian Neolithic into the Bronze Age and Nuragic times. Importantly, we observed low genetic differentiation between ancient Sardinian individuals from various time periods.

A qpAdm analysis, which is based on simultaneously testing f-statistics with a number of outgroups and adjusts for correlations, cannot reject a model of Neolithic Sardinian individuals being a direct predecessor of Nuragic Sardinian individuals (…) Our qpAdm analysis further shows that the WHG ancestry proportion, in a model of admixture with Neolithic Anatolia, remains stable at ~17% throughout three ancient time-periods.

Present-day genetic structure in Sardinia reanalyzed with aDNA. A: Scatter plot of the rst two principal components trained on 1577 present-day individuals with grand-parental ancestry from Sardinia. Each individual is labeled with a location if at least 3 of the 4 grandparents were born in the same geographical location (\small” three letter abbreviations); otherwise with \x” or if grand-parental ancestry is missing with \?”. We calculated median PC values for each Sardinian province (large abbreviations). We also projected each ancient Sardinian individual on to the top two PCs (gray points). B/C: We plot f-statistics that test for admixture of modern Sardinian individuals (grouped into provinces) when using Nuragic Sardinian individuals as one source population. Uncertainty ranges depict one standard error (calculated from block bootstrap). Karitiana are used in the f-statistic calculation as a proxy for ANE/Steppe ancestry (Patterson et al., 2012).

Steppe influx in Modern Sardinians

While contemporary Sardinian individuals show the highest affinity towards EEF-associated populations among all of the modern populations, they also display membership with other clusters (Fig. 5). In contrast to ancient Sardinian individuals, present-day Sardinian individuals carry a modest “Steppe-like” ancestry component (but generally less than continental present-day European populations), and an appreciable broadly “eastern Mediterranean” ancestry component (also inferred at a high fraction in other present-day Mediterranean populations, such as Sicily and Greece).


Arrival of steppe ancestry with R1b-P312 in the Mediterranean: Balearic Islands, Sicily, and Iron Age Sardinia


New preprint The Arrival of Steppe and Iranian Related Ancestry in the Islands of the Western Mediterranean by Fernandes, Mittnik, Olalde et al. bioRxiv (2019)

Interesting excerpts (emphasis in bold; modified for clarity):

Balearic Islands: The expansion of Iberian speakers

Mallorca_EBA dates to the earliest period of permanent occupation of the islands at around 2400 BCE. We parsimoniously modeled Mallorca_EBA as deriving 36.9 ± 4.2% of her ancestry from a source related to Yamnaya_Samara; (…). We next used qpAdm to identify “proximal” sources for Mallorca_EBA’s ancestry that are more closely related to this individual in space and time, and found that she can be modeled as a clade with the (small) subset of Iberian Bell Beaker culture associated individuals who carried Steppe-derived ancestry (p=0.442).

Suppl. Materials: The model used was with Bell_Beaker_Iberia_highsteppe, a group of outliers from Iberia buried in a Bell Beaker mortuary context who unlike most individuals from this context in that region had high proportions of Steppe ancestry (p=0.442).

Our estimates of Steppe ancestry in the two later Balearic Islands individuals are lower than the earlier one: 26.3 ± 5.1% for Formentera_MBA and 23.1 ± 3.6% for Menorca_LBA, but the Middle to Late Bronze Age Balearic individuals are not a clade relative to non-Balearic groups. Specifically, we find that f4(Mbuti.DG, X; Formentera_MBA, Menorca_LBA) is positive when X=Iberia_Chalcolithic (Z=2.6) or X=Sardinia_Nuragic_BA (Z=2.7). While it is tempting to interpret the latter statistic as suggesting a genetic link between peoples of the Talaiotic culture of the Balearic islands and the Nuragic culture of Sardinia, the attraction to Iberia_Chalcolithic is just as strong, and the mitochondrial haplogroup U5b1+16189+@16192 in Menorca_LBA is not observed in Sardinia_Nuragic_BA but is observed in multiple Iberia_Chalcolithic individuals. A possible explanation is that both the ancestors of Nuragic Sardinians and the ancestors of Talaiotic people from the Balearic Islands received gene flow from an unsampled Iberian Chalcolithic-related group (perhaps a mainland group affiliated to both) that did not contribute to Formentera_MBA.

This sample, like another one in El Argar, is of hg. R1b-P312. So there you are, the data that connects the Proto-Iberian expansion (replacing IE-speaking Bell Beakers) to the Iberian Chalcolithic population, signaled by the increase in Iberian Chalcolithic ancestry after the arrival of Bell Beakers, most likely connected originally to the Argaric and post-Argaric expansions during the MBA.

PCA with previously published ancient individuals (non-filled symbols), projected onto variation from present-day populations (gray squares).

Steppe in Sardinia IA: Phocaeans from Italy?

Most Sardinians buried in a Nuragic Bronze Age context possessed uniparental haplogroups found in European hunter-gatherers and early farmers, including Y-haplogroup R1b1a[xR1b1a1a] which is different from the characteristic R1b1a1a2a1a2 spread in association with the Bell Beaker complex. An exception is individual I10553 (1226-1056 calBCE) who carried Y-haplogroup J2b2a, previously observed in a Croatian Middle Bronze Age individual bearing Steppe ancestry, suggesting the possibility of genetic input from groups that arrived from the east after the spread of first farmers. This is consistent with the evidence of material culture exchange between Sardinians and mainland Mediterranean groups, although genome-wide analyses find no significant evidence of Steppe ancestry so the quantitative demographic impact was minimal.

Another interesting data, these (Mesolithic) remnant R1b-V88 lineages closely related to the Italian Peninsula, the most likely region of expansion of these lineages into Africa, in turn possibly connected to the expansion of Proto-Afroasiatic.

We detect definitive evidence of Iranian-related ancestry in an Iron Age Sardinian I10366 (391-209 calBCE) with an estimate of 11.9 ± 3.7.% Iran_Ganj_Dareh_Neolithic related ancestry, while rejecting the model with only Anatolian_Neolithic and WHG at p=0.0066 (Supplementary Table 9). The only model that we can fit for this individual using a pair of populations that are closer in time is as a mixture of Iberia_Chalcolithic (11.9 ± 3.2%) and Mycenaean (88.1 ± 3.2%) (p=0.067). This model fits even when including Nuragic Sardinians in the outgroups of the qpAdm analysis, which is consistent with the hypothesis that this individual had little if any ancestry from earlier Sardinians.

Proportions of ancestry using a distal qpAdm framework on an individual basis (a), and based on qpWave clusters

Sicily EBA: The Lusitanian/Ligurian connection?

(…) While a previously reported Bell Beaker culture-associated individual from Sicily had no evidence of Steppe ancestry, (…) we find evidence of Steppe ancestry in the Early Bronze Age by ~2200 BCE. In distal qpAdm, the outlier Sicily_EBA11443 is parsimoniously modeled as harboring 40.2 ± 3.5% Steppe ancestry, and the outlier Sicily_EBA8561 is parsimoniously modeled as harboring 23.3 ± 3.5% Steppe ancestry. (…) The presence of Steppe ancestry in Early Bronze Age Sicily is also evident in Y chromosome analysis, which reveals that 4 of the 5 Early Bronze Age males had Steppe-associated Y-haplogroup R1b1a1a2a1a2. (Online Table 1). Two of these were Y-haplogroup R1b1a1a2a1a2a1 (Z195) which today is largely restricted to Iberia and has been hypothesized to have originated there 2500-2000 BCE. This evidence of west-to-east gene flow from Iberia is also suggested by qpAdm modeling where the only parsimonious proximate source for the Steppe ancestry we found in the main Sicily_EBA cluster is Iberians.

What’s this? An ancestral connection between Sicel Elymian and Galaico-Lusitanian or Ligurian (based on an origin in NE Iberia)? Impossible to say, especially if the languages of these early settlers were replaced later by non-Indo-European speakers from the eastern Mediterranean, and by Indo-European speakers from the mainland closely related to Proto-Italic during the LBA, but see below.

Regarding the comment on R1b-Z195, it is associated with modern Iberians, as DF27 in general, due to founder effects beyond the Pyrenees. It is a very old subclade, split directly from DF27 roughly at the same time as it split from the parent P312, i.e. it can be found anywhere in Europe, and it almost certainly accompanied the expansion of Celts from Central Europe under the subclade R1b-M167/SRY2627.

The connection is thus strong only because of the qpAdm modeling, since R1b-DF27 and subclade R1b-Z195 are certainly lineages expanded quite early, most likely with Yamna settlers in Hungary and East Bell Beakers.

In this case, if stemming from Iberia, it is most likely of subclade R1b-Z220 – or another Z195 (xM167) lineage – originally associated with the Old European substrate found in topo-hydronymy in Iberia, whose most likely remnants attested during the Iron Age were Lusitanians.

Left: Modern distribution of R1b-Z195 (YFull estimate 2700 BC); Right: Modern distribution of DF27. Both include later founder effects within Iberia, so the increase in the Basque country and the Crown of Aragon and the decrease in Portugal can safely be ignored. Contour maps of the derived allele frequencies of the SNPs analyzed in Solé-Morata et al. (2017).

We detect Iranian-related ancestry in Sicily by the Middle Bronze Age 1800-1500 BCE, consistent with the directional shift of these individuals toward Mycenaeans in PCA. Specifically, two of the Middle Bronze Age individuals can only be fit with models that in addition to Anatolia_Neolithic and WHG, include Iran_Ganj_Dareh_Neolithic. The most parsimonious model for Sicily_MBA3125 has 18.0 ± 3.6% Iranian-related ancestry (p=0.032 for rejecting the alternative model of Steppe rather than Iranian-related ancestry), and the most parsimonious model for Sicily_MBA has 14.9 ± 3.9% Iranian-related ancestry (p=0.037 for rejecting the alternative model).

The modern southern Italian Caucasus-related signal identified in Raveane et al. (2018) is plausibly related to the same Iranian-related spread of ancestry into Sicily that we observe in the Middle Bronze Age (and possibly the Early Bronze Age).

The non-Indo-European Sicanians and Elymians were possibly then connected to eastern Mediterranean groups before the expansion of the Sea Peoples.

For the Late Bronze Age group of individuals, qpAdm documented Steppe-related ancestry, modeling this group as 80.2 ± 1.8% Anatolia_Neolithic, 5.3 ± 1.6% WHG, and 14.5 ± 2.2% Yamnaya_Samara. Our modeling using sources more closely related in space and time also supports Sicily_LBA having Minoan-related ancestry or being derived from local preceding populations or individuals with ancestries similar to those of Sicily_EBA3123 (p=0.527), Sicily_MBA3124 (p=0.352), and Sicily_MBA3125 (p=0.095).

This increase in Steppe-related ancestry in a western site during the LBA most likely represents either an expansion from the Aegean or – maybe more likely, given the archaeological finds – a regional population similar to Sicily EBA re-emerging or rather being displaced from the eastern part of the island because of a westward movement from nearby Calabria.

Whether this population sampled spoke Indo-European or not at this time is questionable, since the Iron Age accounts show non-IE Elymians in this region.

Actually, Elymians seem to have spoken Indo-European, which fits well with the increase in steppe ancestry.

EDIT (21 MAR): Interesting about a proposed incoming Minoan-like ancestry is the potential origin of the Iran Neolithic-related ancestry that is going to appear in Central Italy during the LBA. This could then be potentially associated with Tyrsenians passing through the area, although the traditional description may be more more compatible with an arrival of Sea Peoples from the Adriatic.

Sad to read this:

This manuscript is dedicated to the memory of Sebastiano Tusa of the Soprintendenza del Mare in Palermo, who would have been an author of this study had he not tragically died in the crash of Ethiopia Airlines flight 302 on March 10.