Hun, Avar and conquering Hungarian nomadic groups arrived to the Carpathian Basin from the Eurasian Steppes and significantly influenced its political and ethnical landscape, however their origin remains largely unknown. In order to shed light on the genetic affinity of above groups we have determined Y chromosomal haplogroups and autosomal loci, suitable to predict biogeographic ancestry, from 49 individuals, supposed to represent the power/military elit. Haplogroups from the Hun-age are consistent with Xiongnu ancestry of European Huns. Most of the Avar-age individuals carry east Eurasian Y haplogroups typical for modern north-eastern Siberian and Buryat populations and their autosomal loci indicate mostly un-admixed Asian characteristics. In contrast the conquering Hungarians seem to be a recently assembled population incorporating un-admixed European, Asian as well as admixed components. Their heterogeneous paternal and maternal lineages indicate similar supposed phylogeographic origin of males and females, derived from Central-Inner Asian and European Pontic Steppe sources.
Population history of the Carpathian Basin was profoundly determined by the invasion of various nomadic groups from the Eurasian Steppes during the Middle Ages. Between 400–453 AD the Huns held possession of the region and brought about a major population reshuffling all over Europe. Recent genetic data connect European Huns to Inner Asian Xiongnus1, but genetic data from Huns of the Carpathian Basin have not been available yet, since Huns left just sporadic lonely graves in the region, as they stayed for short period. We report three Y haplogroups (Hg) from Hun age remains, which possibly belonged to Huns based on their archaeological and anthropological evaluation.
From 568 AD the Avars established an empire in the region lasting nearly for 250 years, until they were defeated by the Franks and Bulgars in 803, then their steppe-empire ended around 822 AD. In its early stage the Avar Khaganate controlled a large territory expanding from the Carpathian Basin to the Pontic-Caspian Steppes and dominated numerous folks including Onogur-Bulgars, which fought their independence in the middle 7th century and established the independent Magna Bulgaria state. Then the Avar Khaganate was shrunken, its range well corresponding to that of the succeeding Hungarian Kingdom. The Avars arrived in multiple waves into the Carpathian Basin and the Avar period left a vast archeological legacy with more than 80 thousand excavated graves in present-day Hungary. The Avar age remains are anthropologically extremely heterogeneous, with considerable proportion of Mongoloid and Europo-Monoloid elements reaching 20–30% on the Great Hungarian Plain2, attesting that the Carpathian Basin witnessed the largest invasion of people from Asia during this period. Most individuals buried with rich grave goods show Mongoloid characters indicating inner Asian origin of the Avar elite, which is also supported by their artifact types, titles (e.g. khagan) and institutions recognized to be derived from Inner Asian Rourans. From the Avar period only a few mitochondrial DNA (mtDNA) data are available from two micro-regions3,4, which showed 15.3% and 6.52% frequency of East Eurasian elements. A recent manuscript described 23 mitogenomes from the 7th-8th century Avar elite group5 and found that 64% of the lineages belong to East Asian haplogroups (C, D, F, M, R, Y and Z) with affinities to ancient and modern Inner Asian populations corroborating their Rouran origin. Though the Avar Khaganate ceased to exist around 822 AD, but its population survived and were incorporated into the succeeding Hungarian state6. It is relevant to note that none of the Hungarian medieval sources know about Avars7, probably because they were not distinguished from the Huns as many foreign medieval sources also identified Avars with Huns, for example the Avars who were Christianized and became tax-payer vassals of the Eastern Frankish Empire were called as Huns in 8718.
Presence of the Hungarians in the Carpathian Basin was documented from 862 AD and between 895–905 they took full command of the region. The Hungarians formed a tribal union but arrived in the frame of a strong centralized steppe-empire under the leadership of prince Álmos and his son Árpád, who were known to be direct descendants of the great Hun leader Attila, and became founders of the Hungarian ruling dynasty and the Hungarian state. The Hungarian Great Principality existed in Central Europe from ca. 862 until 1000, then it was re-organized as a Christian Kingdom by King István I the Saint who was the 5th descendant of Álmos9.
Our recent analysis of conquering Hungarian (hence shortened as Conqueror) mitogenomes revealed that the origin of their maternal lineages can be traced back to distant parts of the Eurasian steppe10. One third of the maternal lineages were derived from Central-Inner Asia and their most probable ultimate sources were the Asian Scythians and Asian Huns, while the majority of the lineages most likely originated from the Bronze Age Potapovka-Poltavka-Srubnaya cultures of the Pontic-Caspian steppe. Population genetic analysis indicated that Conquerors had closest connection to the Onogur-Bulgar ancestors of Volga Tatars.
Although mtDNA data can be informative, since as far as we know none of the above nomadic invasions were pure military expeditions in which raiding males took local women, but entire societies with both men and women migrated together3, however nomadic societies were patrilinealy organized, thus Y-chromosome data are expected to provide more relevant information about their structure and origin than mtDNA. So far 6 Y-chromosome Hg-s have been published from the Conquerors11; which revealed the presence of N1a1- M46 (previously called Tat or N1c), in two out of 4 men, while12 detected two R1b-U106 and two I2a-M170 Hg-s.
In order to generate sufficient data for statistical evaluation and compare paternal and maternal lineages of the same population, we have determined Y-Hg-s from the same cemeteries whose mtDNA Hg-s were described in10. As most Hungarian medieval chronicles describe the conquer as the “second incoming of the Hungarians”7, genetic relations may exist between consecutive nomadic groups, first of all between elite groups.
As the studied Conqueror cemeteries represent mainly the Conqueror elite, we supplemented our Y-Hg studies with samples from the preceding Avar power elite/millitary elite groups and available samples from the Hun period to test possible genetic relations. Avar military leader graves are distinguished by high-value prestige artifacts: belt decorated with gold or silver mounts, decorated horse harness, saddle, sword, bow and quiver with arrowheads, gold decorated plates, silver or gold earrings (Supplementary Information). Conqueror leader graves contain characteristic partial horse burial with horse cranium and leg bones or symbolic horse burial with adorned harness, saddle and stirrup. Elite grave goods often include precious metal jewels, belt with impressed metal belt-buckles, metal-plated sabretache and weaponry; arrowheads, quiver and bow10,12.
From the studied samples we also tested autosomal single nucleotide polymorphisms (SNP-s) associated with eye/hair/skin color and lactase persistence phenotypes as well as biogeographic ancestry.
We selected 168 phylogenetically informative Y chromosome SNP-s13 defining all major Hg-s and the most frequent Eurasian sub-Hg-s, as well as the following 61autosomal SNP-s: 25 HirisPlex markers suitable for eye and hair color prediction14, two SNP-s linked to adult lactase persistence15 and 34 ancestry informative markers (AIMs)16, as listed in Supplementary Tables S1 and S2. DNA segments containing above SNP-s were enriched from the next generation sequencing (NGS) library of each sample with hybridization capture. Anthropological males were selected from the cemeteries, but as control we also included four females for which the presence of Y-chromosomal reads can reveal contamination. Analysis of women control samples revealed low contamination, having negligible Y-chromosomal reads but comparable autosomal reads to males (Supplementary Tables S1 and S2) with one exception, KEF1/10936 genetically turned out to be a male despite its anthropological description as female (Supplementary Table S6). Negligible contamination levels for 26 of the 49 libraries had been demonstrated before10 and low contamination is also inferred from unambiguous Hg classifications with very few contradicting SNP-s, most of which can be explained by postmortem ancient DNA modifications (Supplementary Table S1). Besides, transition patterns of DNA molecules and library fragment size distributions were typical for ancient DNA and we also estimated low contamination by calculating the proportion of reads which did not correspond to the consensus sequence in diagnostic positions (Supplementary Table S3). Moreover we detected a significant number of east Eurasian Hg-s which had a negligible chance to have been derived from a contaminating source of European researchers. We obtained low to medium average coverage of the targeted loci, (Supplementary Tables S1, S2 and S3) and Y-Hg determination was consistent from 46 males (Supplementary Table S1) which is summarized in Fig. 1 and phylogeographic distribution of Conqueror lineages is displayed on Fig. 2.
East Eurasian Hg-s
Hg Q1a2- M25 is very rare in Europe, where it has highest frequency among Seklers (a Hungarian speaking ethnic group in Transylvania) according to Family Tree DNA database. Ancient samples with Hg Q1a2- M25 are known from the Bronze Age Okunevo and Karasuk cultures, as well as Middle Age Tian Shan Huns and Hunnic-Sarmatians17 implying possible Hunnic origin of this lineage in Europe, which is confirmed by the Hg of our Hun/1 sample, derived from Transylvania. One Conqueror sample KEF1/10936 belongs to Q1a- F1096, possibly to the Q1a1-F746 sister clade of Q1a2- M25, which was not tested in our experiment. Q1a1 is present in East Asia; Mongolia, Japan, China, Korea and its presence in the Kenézlő (KEF) graveyard imply a common substrate of Huns and Conquerors.
Hun/3 belongs to Hg R1a1a1b2a2- Z2124, a subclade of R1a1a1b2-Z93, the east Eurasian subbranch of R1a. Today Z2124 is most frequent in Kyrgyzstan and Afghanistan, but is also widespread among Karachai-Balkars and Baskhirs18. Z2124 was widespread on the Bronze Age steppe, especially in the Afanasievo and Sintashta cultures19 and R1a detected in Xiongnus20,21 very likely belong to the same branch. Two samples from the Karos Conqueror cemeteries (K1/3286 and K2/61) were also classified as R1a-Z2124 and two Avar age individuals (DK/701 and MM/227) belong to the same R1a1a1b2a-Z94 branch but marker Z2124 was not covered in latter samples.
Two Avar samples belonged to Hg C2-M217, which is found mostly in Central Asia and Eastern Siberia. Presence of this Hg had also been detected in the Conquerors, as the Karos2/60 individual belongs to C2 (Fóthi unpublished).
All N-Hg-s identified in the Avars and Conquerors belonged to N1a1a-M178. We have tested 7 subclades of M178; N1a1a2-B187, N1a1a1a2-B211, N1a1a1a1a3-B197, N1a1a1a1a4-M2118, N1a1a1a1a1a-VL29, N1a1a1a1a2-Z1936 and the N1a1a1a1a2a1c1-L1034 subbranch of Z1936. The European subclades VL29 and Z1936 could be excluded in most cases, while the rest of the suclades are prevalent in Siberia22 from where this Hg dispersed in a counter-clockwise migratory route to Europe23. Avar sample MM/58, did not go into any of the tested M178 subclades, while only N1a1a2 could be excluded for the KB/300 Avar khagan due to low coverage. All the 5 other Avar samples belonged to N1a1a1a1a3-B197, which is most prevalent in Chukchi, Buryats, Eskimos, Koryaks and appears among Tuvans and Mongols with lower frequency22. By contrast two Conquerors belonged to N1a1a1a1a4-M2118, the Y lineage of nearly all Yakut males, being also frequent in Evenks, Evens and occurring with lower frequency among Khantys, Mansis and Kazakhs.
Broadly Eurasian Hg-s
Three Conqueror samples belonged to Hg N1a1a1a1a2-Z1936, the Finno-Permic N1a branch, being most frequent among northeastern European Saami, Finns, Karelians, as well as Komis, Volga Tatars and Bashkirs of the Volga-Ural region. Nevertheless this Hg is also present with lower frequency among Karanogays, Siberian Nenets, Khantys, Mansis, Dolgans, Nganasans, and Siberian Tatars22.
West Eurasian Hg-s
The west Eurasian R1a1a1b1a2b-CTS1211 subclade of R1a is most frequent in Eastern Europe especially among Slavic people. This Hg was detected just in the Conqueror group (K2/18, K2/41 and K1/10). Though CTS1211 was not covered in K2/36 but it may also belong to this sub-branch of Z283.
Hg I2a1a2b-L621 was present in 5 Conqueror samples, and a 6th sample form Magyarhomorog (MH/9) most likely also belongs here, as MH/9 is a likely kin of MH/16 (see below). This Hg of European origin is most prominent in the Balkans and Eastern Europe, especially among Slavic speaking groups. It might have been a major lineage of the Cucuteni-Trypillian culture and it was present in the Baden culture of the Calcholitic Carpathian Basin24.
I1- M253, identified from one Conqueror sample is a northern European Hg found mostly in Scandinavia and Finland and might have originated from this region during the Mesolithic. It has somewhat similar distribution to R1b-U106 associated with Germanic speaking populations.
Three out of 4 samples in the small Karos3 cemetery belonged to Hg R1b1a1b1a1a1-U106 setting apart this cemetery from all other groups, except for the Hun/2 sample which is the only other one with this Hg. Hg U106 is considered a “Germanic” branch as it is most significant today in Germany, Scandinavia, and Britain, and rare in Eastern Europe (Supplementary Table S4). Its ancestral branch Hg R1b1a1b-M262 is assumed to have emerged in the Pontic-Caspian Steppe and arrived to Europe with Bronze Age migrations25. Its presence in Hun and Conqueror samples may derive from Goths, Gepids or other German allies of the Huns.
We detected R1b1a1b1a1a2b-U152 in one sample from the Sárrétudvari Conqueror cemetery, which represent rather commoners than the elite. U152 is the Italo-Celtic R1b branch, concentrated around the Alps, and which was present in the Carpathian Basin before the conquer, so did not necessarily arrived with the Conquerors.
The mediterranean haplogroup E1b1b1a1b1a-V13 was detected in an Avar (SzK/239) and a Conqueror (K2/6) sample, while this marker was not covered in another sample (K1/13, E1b1b- M215). This Hg originated in the Middle East and migrated to the Balkans and Western Asia during the Bronze Age.
The PSZ/1 Avar leader belongs to Hg G2a-P15, while K2/33 to the G2a2b-L30 subbranch. Hg G2a is originated from Anatolia/Iran, now it is most common in the Caucasus region and its arrival to Europe is associated with the spread of Neolithic farmers26.
One Conqueror sample belongs to Hg J1-M267 and another to J2a1a-L26. Both J1 and J2 lineages are most frequent around the Middle East-Caucasus and probably originated from this region27, then expanded with pastorists prior to the Neolithic.
We have predicted eye, hair and skin color phenotypes from 25 HirisPlex SNP-s, also suitable to predict non-European ancestry14, as summarized in Figs 3 and 4. Samples from different archaeological cultures and cemeteries showed a remarkable pattern of phenotypic distribution. All Hun and Avar age samples had inherently dark eye/hair colors, DK/701 being the only exception (Fig. 3). Moreover 6/14 Avar age samples were characterized with >0,7 black hair; >0,99 brown eye p-values, inferring 86,5% probability of non-European biogeographic ancestry14 in agreement with their anthropological, archaeological and historical evaluation. In contrast the Conquerors showed a wide variety of phenotypes clustered by cemeteries (Fig. 4). All individuals from the Sárrétudvari (SH), Magyarhomorog (MH) and majority from the Kenézlő (KEF) graveyards displayed European phenotypic patterns; blue eye and/or light hair with pale skin. In the three Karos cemeteries darker eye/hair colors predominated, 4/20 individuals having p-values consistent with non-European origin, nevertheless 5/20 individuals had light hair color indicating a rather mixed origin of this population, concurrent with their mtDNA and Y chromosomal Hg composition.
We have also determined 34 AIMs, which can inform about the likely geographic origin of individuals, and used the Snipper App suite version 2.5 portal16 to assign biogeographic ancestry. We predicted ancestry with both the naive Bayesian classifier and multinomial logistic regression (MLR) algorithms, as these make different assumptions about genetic equilibrium28, and listed the results on Figs 3 and 4. The AIM-s results fairly matched and complemented phenotypic information. All Hun age individuals revealed admixture derived from European and East Asian ancestors, while 8/15 Avar age individuals showed predominantly East Asian origin with both methods, 4 individuals were definitely European, while two showed evidence of admixture. The KFP/31 sample gave contradicting results due to low coverage.
Conqueror samples from the Magyarhomorog (MH) and Sárrétudvari (SH) cemeteries showed mostly European ancestry in agreement with their phenotypes and Y Hg-s, though MLR detected a significant east Asian ancestry component and the SH/103 women was classified east Asian despite her blond hair. The Karos (K) and Kenézlő (KEF) populations were profoundly admixed, comprising individuals of purely East Asian, European and mixed origin in nearly identical proportions, again in agreement with results obtained from uniparental and phenotypic markers.
The determined variable autosomal loci are also suitable to exclude possible direct (parent-child, sibling) genetic relatedness29, thus we compared the autosomal genotypes of all individuals sharing either maternal or paternal Hg-s. Direct kinship could not be excluded between the MH/9 and MH/16 individuals with identical phenotypes, suggesting that MH/9 probably also belongs to Hg I2a1a2b-L621, despite its uncovered L621 marker. KEF2per1027 and KEF2per1045 were probably brothers as they had identical mitogenomes, Y Hg-s and blue eye color besides sharing autosomal alleles. The same applies to K3/1 and K3/13 individuals who were probably also brothers. We could not exclude possible direct paternal relationship between K2/36, K2/18 and K2/41 but the first two samples had unsatisfactory coverage to make a strong statement.
We have tested two SNP-s (rs4988235 and rs182549) associated with the adult lactase persistence phenotype in Europe15. Individuals carrying derived alleles in these loci are able to digest lactose in dairy products during adulthood without symptoms of lactose intolerance. Allele frequency of the persistence genotype varies throughout Eurasia30, reaching above 90% at some parts of Northwestern Europe, around 80% in present day Hungary, but drops below 30% in Central Asia and even lower in East Asia. We detected the derived persistence allele in all of the studied groups (Figs 3 and 4, Supplementary Table S2); 1/3 of the Hun period individuals, 2/14 of the Avar period individuals, and 6/31 of the Conqueror period individuals carried persistence alleles. It is remarkable that the persistence genotype seems to be associated with European origin, as all of the carriers were predicted to have predominantly European ancestors. This is in agreement with a previous study31, which found that all of the 11% Conqueror samples with persistence genotype carried European mtDNA Hg H. In addition all carriers were heterozygous, 6 of them for both SNP-s, but three of them carried just the rs182549 (-22018 G > A) derived allele suggesting previous admixture with non-carriers, possibly derived from East Eurasia.
Population genetic analysis
The studied Conqueror group very likely represent real populations, as 24 of the 29 samples came from 4 nearby cemeteries (Karos 1,2,3 and Kenézlő) with identical archaeological and anthropological groupings and the studied Magyarhomorog individuals were also categorized as belonging to the same early Conqueror elite. The Avar group was assembled from several different cemeteries of a wider timespan, thus they cannot represent the Avar period population of the Carpathian Basin, however their relatively homogenous Hg distribution indicate that the Avar elite embodied the same east Eurasian sub-population throughout their reign, so it appeared to be meaningful to include them in the analysis.
In order to find the most similar populations to our studied ones, we compared the Hg distribution of the Avar and Conqueror elite to that of 78 modern Eurasian populations (Supplementary Table S4) and represented their relations on MDS plot displayed on Fig. 5. Only one individual was included in the analysis from first degree relatives. In order to increase resolution, we separately calculated the frequencies of each sub-Hg-s which are present in our samples, while frequencies of all other subclades were combined as listed in Supplementary Table S4. Similar Hg distributions are mapped into neighboring positions on the MDS plot, which clearly separates populations according to their geographic locations. Along the x axis east Eurasian populations map to the right while Europeans are compressed at the left. Along the y axis Siberian populations are sequestered at the top, while East Asian ones at the bottom of the graph. The Avars are obviously mapped to the Siberian side with smallest weighted Euclidean distances from Koryaks (KRY), Teleuts (TEL), Khantys (KHT), Komis, (KOM) and Dolgans (DLG). The Conquerors are positioned between eastern Europeans, Central Asians and Siberians but their exact relations are hard to make out because of the crowding at the European side.
In order to better discern the position of the Conquerors we redraw the MDS plot without the eastern Asian and Siberian populations (Fig. 6). Though having removed subset of the data MDS imaging in two-dimensions inevitably rearranged the remaining components, but the general organization of the population clusters remained unchanged: Western-Northern Europeans map to the left, Central-eastern European and Balkan people around the middle, Central Asians to the top right, and Caucasus-Middle East populations to bottom right. Conquerors remained between Central Asians and eastern Europeans, with smallest weighted Euclidean distances from Bashkirs (BSH), Hungarians (HUN), Tajiks (TJK), Estonians (EST), Kazakhs (KAZ), Uzbeks (UZB) and Slovaks (SVK).
The considerable frequency of Hg N1a in Conquerors and especially in Avars facilitates another analysis in which the frequency distribution of their N1a subbranches can be compared to that of all Eurasian populations carrying this Hg, which is described in22. The N1a database of22 contains several relevant Eurasian populations missing from Supplementary Table S3, moreover the Y dataset of Supplementary Table S4 has a low resolution of N1a subclades, thus this analysis is expected to provide additional information. We combined the N1a dataset published in22 with our data as presented in Supplementary Table S5 and performed Principal Component Analysis (PCA) as shown on Fig. 7.
PCA also separates populations according to their geographical positions, as identical colors appear in the same segments of the graph. The Avars map to the top right corner, close to eastern Siberian Chukchis (CHK), Yukaghirs (YUK), Eskimos (ESK) and Transbaikalian Buryats (BUR). The Conquerors (CONQ) map to the middle of the graph, very close to eastern European Belarusians (BLR), Ukrainians (UKR), Russians (RUS) and Polish (POL), not far from Volga-Uralic region Bashkirs (BSH), Volga Tatars (TAT), Komi Permians (KOMP) and Mordvins (MRD), also surrounded by Central Asian groups; Karanogays (KNO), Karakalpaks (KARA), Uzbeks (UZB) as well as Crimean Tatars (TATC), Mongols (MON), Selkups (SEL) and Dolgans from Taymyr (DLGT).
The origin and composition of the Conqueror paternal lineages fairly mirrors that of their maternal ones10; 20,7% of the Y-Hg-s originated from East Eurasia, this value is 30,4% for mtDNA; proportion of west Eurasian paternal lineages is 69% compared to 58,8% for mtDNA; while proportion of lineages with north-western European and Caucasus-Middle East origin are nearly the same affirming that both males and females of similar origin migrated together. Both MDS analysis of the entire Conqueror Y chromosome pool and PCA of their N1a lineages indicates that their admixture sources are found among Central Asians and eastern European Pontic Steppe groups, a finding comparable to what had been described for maternal lineages10. Composition of the Conqueror paternal lineages is very similar to that of Baskhirs, while their maternal composition was found most similar to Volga Tatars10. These modern populations are located next to each other, have similar prehistory32 and genetic structure derived from the same admixture sources detected in the Conquerors. Moreover it must be noted that Bashkirs were not represented in the mitogenome database while Volga Tatars are missing from our Y-chromosome database due to lack of data, but their N1a distribution is quite similar (Fig. 7), thus mtDNA results are in accord with Y-chromosomal ones.
The Conqueror-Bashkir relations are also supported by historical sources, as early Hungarians of the Carpathian Basin were reported to be identical to Baskhirs by Arabic historians like al-Masudi, al-Qazwini, al-Balhi, al-Istahri and Abu Hamid al-Garnati33, latter visited both groups at the same time around 1150 AD and used the term Bashgird to refer to the Hungarians in the Carpathian Basin. In addition parallels were found between several Conqueror and Bashkir tribe names and Bashkiria has been identified with Magna Hungaria, the motherland of Conquerors34.
We identified potential relatives within Conqueror cemeteries but not between them. The uniform paternal lineages of the small Karos3 (19 graves) and Magyarhomorog (17 graves) cemeteries approve patrilineal organization of these communities. The identical I2a1a2b Hg-s of Magyarhomorog individuals appears to be frequent among high-ranking Conquerors, as the most distinguished graves in the Karos2 and 3 cemeteries also belong to this lineage. The Karos2 and Karos3 leaders were brothers with identical mitogenomes10 and Y-chromosomal STR profiles (Fóthi unpublished). The Sárrétudvari commoner cemetery seems distinct from the others, containing other sorts of European Hg-s. Available Y-chromosomal and mtDNA data10 from this cemetery suggest that common people of the 10th century rather represented resident population than newcomers. The great diversity of Y Hg-s, mtDNA Hg-s, phenotypes and predicted biogeographic classifications of the Conquerors indicate that they were relatively recently associated from very diverse populations.
In contrast the studied Avar military leader group had a much more uniform origin. The Avar group carried predominantly East Eurasian lineages in accordance with their known Inner Asian origin inferred from archaeological and anthropological parallels as well as historical sources. However the unanticipated prevalence of their Siberian N1a Hg-s, sheds new light on their prehistory. Accepting their presumed Rouran origin would implicate a ruling class with Siberian ancestry in Inner Asia before Turkic take-over. The surprisingly high frequency of N1a1a1a1a3 Hg reveals that ancestors of contemporary eastern Siberians and Buryats could give a considerable part the Rouran and Avar elite, nevertheless a larger sample size from more Avar cemeteries are needed to clarify their exact composition.
The genetic profile of the Avar and Conqueror leader groups seems considerably different, as latter group is distinguished by the significant presence of European Hg-s; I2a1a2b-L621, R1b1a1b1a1a1-U106 and the Finno-Permic N1a1a1a1a2-Z1936 branch. Their Siberian N1a1a1a1a4 subclade also points at different source populations among ancestors of Yakuts, Evenks and Evens. Nevertheless the east Eurasian R1a subclade, R1a1a1b2a-Z94 seems to be a common element of the Hun, Avar and Conqueror elite. In contrast to Avars, all three Hun lineages have parallels among the Conquerors, but strong inferences cannot be drawn due to small sample size.
It is generally accepted that the Hungarian language was brought to the Carpathian Basin by the Conquerors. Uralic speaking populations are characterized by a high frequency of Y-Hg N, which have often been interpreted as a genetic signal of shared ancestry. Indeed, recently a distinct shared ancestry component of likely Siberian origin was identified at the genomic level in these populations, modern Hungarians being a puzzling exception35. The Conqueror elite had a significant proportion of N Hgs, 7% of them carrying N1a1a1a1a4-M2118 and 10% N1a1a1a1a2-Z1936, both of which are present in Ugric speaking Khantys and Mansis22. At the same time none of the examined Conquerors belonged to the L1034 subclade of Z1936, while all of the Khanty Z1936 lineages reported in36 proved to be L1034 which has not been tested in the22 study. Population genetic data rather position the Conqueror elite among Turkic groups, Bashkirs and Volga Tatars, in agreement with contemporary historical accounts which denominated the Conquerors as “Turks”37. This does not exclude the possibility that the Hungarian language could also have been present in the obviously very heterogeneous, probably multiethnic Conqueror tribal alliance.
Ancient DNA work was performed in the specialized ancient DNA (aDNA) facilities of the Department of Genetics, University of Szeged, Hungary. Petrous bones were used for DNA extraction from each sample. All libraries were made from partial uracil-DNA-glycosylase (UDG) treated DNA extracts. Details of the aDNA extraction, NGS library construction, sequencing and sequence analysis methods are given in10,38. For designing oligonucleotide probes we selected 120 nucleotide (nt) long sequences around each targeted SNP (listed in Supplementary Tables S1 and S2), with the SNP in central position, and designed 80 nt long oligos with 3x tiling and 60 nt overlap. Selected sequences were sent to MYcroarray (Ann Arbor, MI, USA, now Arbor Biosciences) for quality control. Sequences with acceptable quality were used to synthetize a custom biotinylated MYbaits RNA oligonucleotide probe set at MYcroarray.
We tested the endogenous DNA content of each library with low coverage shotgun sequencing (Supplementary Table S6) and omitted samples with low human DNA content. Enrichment was done from libraries containing filled-in short (33 and 34 nt long) adapters; IS1_adapter_P5 and IS2_adapter_P739. These libraries were preamplified in 2 × 50 µl reactions containing 800 nM each of IS7_short_amp.P5 and IS8_short_amp.P7 primers, 200 µM dNTP mix, 2 mM MgCl2, 0,02 U/µl GoTaq G2 Hot Start Polymerase (Promega) and 1X GoTaq buffer, followed by MinElute purification. PCR conditions were 96 °C 6 min, 16 cycles of 94 °C 30 sec, 58 °C 30 sec, 72 °C 30 sec, followed by a final extension of 64 °C 10 min. Libraries were eluted from the column in 50 µl 55 °C EB buffer (Qiagen), and concentration was measured with Qubit (Termo Fisher Scientific). Then 30–50 ng preamplified library was amplified again in the same reaction with 7–8 cycles to obtain enough DNA for enrichment.
Libraries were enriched individually without pooling according to the instructions provided by the
manufacturer (MYbaits manual v3.0) with the following specifications: Just one round of enrichment was done, the enrichment reaction contained 300 ng preamplified library and 100 ng RNA probe, supplemented with 33,3 ng/μl yeast tRNA carrier. The following short phosphorylated blocking oligos were used to mask adapters in 27,3 ng/µl concentrations:
BO2.P5.part2F: 5′ ACACTCTTTCCCTACACGACGCTCTTCCGATCT[Phos] 3′
BO4.P7.part1R: 5′ GTGACTGGAGTTCAGACGTGTGCTCTTCCGATCT[Phos] 3′
Hybridization was done at 65 °C for 72 hours, then bead-bound enriched libraries were resuspended in 24 µl water and released from the beads in a 50 µl PCR reaction containing 1 X KAPA HiFi HotStart ReadyMix and 1000 nM each of P5 forward and P7 reverse indexing primers. PCR conditions were: 98 °C 2 min, 16 cycles of 98 °C 20 sec, 60 °C 30 sec, 72 °C 30 sec, followed by a final extension of 72 °C 1 min. The captured and amplified library was purified on MinElute column and eluted in 16 µl EB. Quantity and quality measurements were performed using Qubit and TapeStation (Agilent).
Sequencing was done on Illumina MiSeq platform (2 × 150 bp paired end reads) or NextSeq platform (1 × 150 bp single end reads). Adapters were trimmed with the cutadapt software40 in paired or single end read mode. Read quality was assessed with FastQC41. Sequences shorter than 25 nucleotide were removed from the dataset, the resulting reads were mapped to the GRCh37.75 human genome reference sequence using the Burrows Wheeler Aligner (BWA) v0.7.9 software42 with the BWA mem algorithm and default parameters. In case the read counts were insufficient, according to duplicate statistics and library complexity, new library preparation and/or new NGS sequencing were performed and the aligned BAM files from multiple runs were merged by the samtools (version 1.3.1) merge algorithm43. Duplicates were removed by PICARD tools (version 1.113)44 MarkDuplicates algorithm and <MAPQ 50 reads were excluded from downstream analysis. The SNPs were genotyped by freebayes (version 1.2.0) [http://arxiv.org/abs/1207.3907] using the „–variant-input” parameter with a VCF file and the „-t” flag with a bed file containing the coordinates of the SNPs. For each samples the reference and alternate allele counts for each positions were exported to a joint XLS file, and variants with low allele counts were also manually evaluated in IGV.
Five N1a Y-chromosomal sub-Hg-s were determined by amplicon sequencing. Annealing temperatures were optimized for each primers and non-template PCR controls were done for each reaction. PCR fragments were purified from agarose gels and sequenced on Ion Torrent Personal Genome Machine (PGM). Primers with amplified Hg defining markers, annealing temperatures and product length are listed below:
N1a1a1a1a3 (B197) GRCh37: 14827819 T > C, product Size: 98 bp, annealing temp: 58,7 °C
B197_F: GGATGCACTGATAATCCTTAACTTT, B197_R: TTGACTAAGAAAAAGAGAAGAGTCAAA
N1a1a1a1a3 (Z35291) GRCh37: 16510372 C > A, product Size: 82 bp, annealing temp: 57,3 °C
Z35291_F: AACAAGACATACATAGAAGAGCTGTG, Z35291_R: CGAAGAGAAATGGATGATTCG
Y24374_F: TGTCCAATCACTGTCCATGC, Y24374_R: TGAAACTTTCTATCTGTTCATCTGC
N1a1a1a1a4 (M2004): GRCh37: 7602098 T > C, product Size: 60 bp, annealing temp:: 56.2 °C
YM2004_F: TTTTCAAAGGCTTGGTAGAGG, YM2004_R: AAAAAGACTACTCATCCTTTCTGTTT
N1a1a1a2 (Y9286): GRCh37: 16220297 C > T, product Size: 81 bp, annealing temp:: 56.2 °C
Y9286_F: TGCAGCTTAAGAACTCATGAAGA, Y9286_R: AAATCTGCTCACTCTCTATTTGACT
N1a1a2 (Z35159): GRCh37: 2869260 T > C, product Size: 60 bp, annealing temp: 56.2 °C
YZ35159_F: ACCTAAAAACACTACCAACAGAGTG, YZ35159_R: TGACAGATATTTTCCCTATTTGTGG
PCR conditions were the following: 1 μl preamplified library DNA, 1.5 mM MgCl2, 0.4 μM of each primers, 0.1 mM of each dNTPs, 0.6 mg/ml BSA and 1 U of GoTaqG2 Hot Start Polymerase, 1x Green GoTaq Buffer.
Thermocycling conditions were 96 °C 6 min, followed by 45 cycles of 95 °C 30 sec, annealing temp. 30 sec, 72 °C 30 sec, and final extension at 65 °C °C for 5 min. Determined amplicon sequences were integrated into the original BAM files.
We used the HIrisPlex-S eye, hair and skin color DNA phenotyping web tool https://hirisplex.erasmusmc.nl/ 14 for phenotype determination and the Snipper App suite version 2.5 portal http://mathgene.usc.es/snipper/ 16 to assign biogeographic ancestry.
Y-Hg population database of 77567 individuals from 79 modern Eurasian populations was assembled from FamilyTreeDNA Y-DNA Haplotree https://www.familytreedna.com/public/y-dna-haplotree/A or FamilyTreeDNA Geographical Projects https://www.familytreedna.com/projects.aspx supplemented with data from36 (Supplementary Table S4). The Eurasian N1a Hg database was taken from22 (Supplementary Table S5). Classical (metric) MDS was performed using the cmdscale function in MASS package of R45, while PCA was done with the prcomp function of R.
BAM files were deposited to the European Nucleotide Archive under accession no: PRJEB31764.
De Barros Damgaard, P. et al. 137 ancient human genomes from across the Eurasian steppes. Nature 557, 369–374 (2018).
Fóthi, E. Anthropological conclusions of the study of Roman and Migration periods. Acta Biol. Szeged. 44, 87–94 (2000).
Csősz, A. et al. Maternal Genetic Ancestry and Legacy of 10th Century AD Hungarians. Sci. Rep. 6, 33446 (2016).
Šebest, L. et al. Detection of mitochondrial haplogroups in a small avar-slavic population from the eigth–ninth century AD. Am. J. Phys. Anthropol, https://doi.org/10.1002/ajpa.23380 (2018).
Csáky, V. et al. Inner Asian maternal genetic origin of the Avar period nomadic elite in the 7th century AD Carpathian Basin. bioRxiv, https://doi.org/10.1101/415760 (2018)
Szádeczky-Kardoss, S. The Avars. In The Cambridge History of Early Inner Asia (ed. Sinor, D.) 206–228, https://doi.org/10.1017/CHOL9780521243049.009 (Cambridge University Press, 1990).
Szentpétery, I. Scriptores rerum Hungaricarum tempore ducum regnumque stirpis Arpadianae gestarum. (Acad. Litter. Hungarica, 1937).
Herwig Wolfram. Conversio Bagoariorum et Carantanorum: Das Weissbuch der Salzburger Kirche über die erfolgreiche Mission in Karantanien und Pannonien. (H. Böhlaus Nachf, 1979).
Szabados, G. Magyar államalapítások a IX-XI. században. (Szegedi Középkorász Műhely, 2011).
Neparáczki, E. et al. Mitogenomic data indicate admixture components of Central-Inner Asian and Srubnaya origin in the conquering Hungarians. PLoS One, https://doi.org/10.1371/journal.pone.0205920 (2018)
Csányi, B. et al. Y-chromosome analysis of ancient Hungarian and two modern Hungarian-speaking populations from the Carpathian Basin. Ann. Hum. Genet. 72, 519–534 (2008).
Neparáczki, E. et al. Genetic structure of the early Hungarian conquerors inferred from mtDNA haplotypes and Y-chromosome haplogroups in a small cemetery. Molecular Genetics and Genomics 1–14, https://doi.org/10.1007/s00438-016-1267-z (2016)
Van Oven, M., Van Geystelen, A., Kayser, M., Decorte, R. & Larmuseau, M. H. Seeing the wood for the trees: A minimal reference phylogeny for the human Y chromosome. Hum. Mutat. 35, 187–191 (2014).
Walsh, S. et al. The HIrisPlex system for simultaneous prediction of hair and eye colour from DNA. Forensic Sci. Int. Genet, https://doi.org/10.1016/j.fsigen.2012.07.005 (2013)
Enattah, N. S. et al. Identification of a variant associated with adult-type hypolactasia. Nat. Genet. 30, 233–237 (2002).
Phillips, C. et al. Inferring ancestral origin using a single multiplex assay of ancestry-informative marker SNPs. Forensic Sci. Int. Genet. https://doi.org/10.1016/j.fsigen.2007.06.008 (2007).
de Barros Damgaard, P. et al. The first horse herders and the impact of early Bronze Age steppe expansions into Asia. Science (80−.), https://doi.org/10.1126/science.aar7711 (2018)
Underhill, P. A. et al. The phylogenetic and geographic structure of Y-chromosome haplogroup R1a. Eur. J. Hum. Genet, https://doi.org/10.1038/ejhg.2014.50 (2015)
Narasimhan, V. M. The genomic formation of South and Central Asia. bioRxiv, https://doi.org/10.1016/j.jcis.2006.12.070 (2018)
Kim, K. et al. A Western Eurasian male is found in 2000-year-old elite Xiongnu cemetery in Northeast Mongolia. Am. J. Phys. Anthropol. 142, 429–440 (2010).
Keyser-Tracqui, C., Crubézy, E. & Ludes, B. Nuclear and Mitochondrial DNA Analysis of a 2,000-Year-Old Necropolis in the Egyin Gol Valley of Mongolia. Am. J. Hum. Genet. 73, 247–260 (2003).
Ilumäe, A. M. et al. Human Y Chromosome Haplogroup N: A Non-trivial Time-Resolved Phylogeography that Cuts across Language Families. Am. J. Hum. Genet. 99, 163–173 (2016).
Shi, H. et al. Genetic Evidence of an East Asian Origin and Paleolithic Northward Migration of Y-chromosome Haplogroup N. PLoS One 8, (2013).
Lipson, M. et al. Parallel palaeogenomic transects reveal complex genetic history of early European farmers. Nature, https://doi.org/10.1038/nature24476 (2017)
Allentoft, M. E. et al. Population genomics of Bronze Age Eurasia. Nature 522, 167–172 (2015).
Lazaridis, I. et al. Genomic insights into the origin of farming in the ancient Near East. Nature 536 (2016).
Jones, E. R. et al. Upper Palaeolithic genomes reveal deep roots of modern Eurasians. Nat. Commun, https://doi.org/10.1038/ncomms9912 (2015)
McNevin, D. et al. An assessment of Bayesian and multinomial logistic regression classification systems to analyse admixed individuals. Forensic Sci. Int. Genet. Suppl. Ser, https://doi.org/10.1016/j.fsigss.2013.10.032 (2013)
Amigo, J., Phillips, C., Lareu, M. & Carracedo, Á. The SNPforID browser: An online tool for query and display of frequency data from the SNPforID project. Int. J. Legal Med. 122, 435–440 (2008).
Itan, Y., Jones, B. L., Ingram, C. J., Swallow, D. M. & Thomas, M. G. A worldwide correlation of lactase persistence phenotype and genotypes. BMC Evol. Biol, https://doi.org/10.1186/1471-2148-10-36 (2010)
Nagy, D. et al. Comparison of lactase persistence polymorphism in ancient and present-day Hungarian populations. Am. J. Phys. Anthropol, https://doi.org/10.1002/ajpa.21490 (2011)
Frank, A. J. Islamic Historiography and ‘Bulghar’ Identity Among the Tatars and Bashkirs of Russia: (Brill, 1998).
Gibb, H. A. R. The Encyclopaedia of Islam. (Brill, 1986).
Németh, G. A A honfoglaló magyarság kialakulása. (Akadémiai Kiadó, 1991).
Tambets, K. et al. Genes reveal traces of common recent demographic history for most of the Uralic-speaking populations. Genome Biol, https://doi.org/10.1186/s13059-018-1522-1 (2018).
Karafet, T. M., Osipova, L. P., Savina, O. V., Hallmark, B. & Hammer, M. F. Siberian genetic diversity reveals complex origins of the Samoyedic-speaking populations. American Journal of Human Biology, https://doi.org/10.1002/ajhb.23194 (2018).
Kristó, G. Hungarian History in the Ninth Century. (Szegedi Középkorász Műhely, 1996).
Neparáczki, E. et al. Revising mtDNA haplotypes of the ancient Hungarian conquerors with next generation sequencing. PLoS One 12, e0174886 (2017).
Meyer, M. & Kircher, M. Illumina sequencing library preparation for highly multiplexed target capture and sequencing. Cold Spring Harb. Protoc. 5 (2010).
Martin, M. Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet.journal 17, 10–12 (2011).
Andrews, S. FastQC: A quality control tool for high throughput sequence data. babraham bioinformatics, citeulike-article-id:11583827 (2016)
Li, H. & Durbin, R. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25, 1754–60 (2009).
Li, H. et al. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078–9 (2009).
Broad Institute. Picard tools, https://broadinstitute.github.io/picard/ (2016).
R Core Development Team. R: a language and environment for statistical computing, 3.2.1. Document freely available on the internet at, http://www.r-project.org, https://doi.org/10.1017/CBO9781107415324.004 (2015)
We would like to thank György Szabados for his useful advices in historical background. László Révész, László Kovács and Balázs Tihanyi helped us in topics of archaeology. We are grateful to Erzsébet Fóthi for sharing unpublished results. We thank Horolma Pamjav for her help in marker selection, and Péter Bihari for his help with next generation sequencing. This work was supported by grants from the National Research, Development and Innovation Office (K-124350 to TT) and The House of Árpád Programme (2018–2023) Scientific Subproject: V.1. Anthropological-Genetic portrayal of Hungarians in the Arpadian Age to TT.
Dr. Latinovics and Dr. Nagy had consulting positions at SeqOmics Biotechnology Ltd. at the time the study was conceived. SeqOmics Biotechnology Ltd. was not directly involved in the design and execution of the experiments or in the writing of the manuscript. This affiliation does not alter our adherence to Scientific Reports policies on sharing data and materials.
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Neparáczki, E., Maróti, Z., Kalmár, T. et al. Y-chromosome haplogroups from Hun, Avar and conquering Hungarian period nomadic people of the Carpathian Basin. Sci Rep 9, 16569 (2019) doi:10.1038/s41598-019-53105-5