Population genomic analysis of elongated skulls reveals extensive female-biased immigration in Early Medieval Bavaria
Veeramah KR, Rott A, Groß M et al.
Publication Details
Comprehensive information about this research publication
Abstract
Summary of the research findings
Modern European genetic structure demonstrates strong correlations with geography, while genetic analysis of prehistoric humans has indicated at least two major waves of immigration from outside the continent during periods of cultural change. However, population-level genome data that could shed light on the demographic processes occurring during the intervening periods have been absent. Therefore, we generated genomic data from 41 individuals dating mostly to the late 5th/early 6th century AD from present-day Bavaria in southern Germany, including 11 whole genomes (mean depth 5.56×). In addition we developed a capture array to sequence neutral regions spanning a total of 5 Mb and 486 functional polymorphic sites to high depth (mean 72×) in all individuals. Our data indicate that while men generally had ancestry that closely resembles modern northern and central Europeans, women exhibit a very high genetic heterogeneity; this includes signals of genetic ancestry ranging from western Europe to East Asia. Particularly striking are women with artificial skull deformations; the analysis of their collective genetic ancestry suggests an origin in southeastern Europe. In addition, functional variants indicate that they also differed in visible characteristics. This example of female-biased migration indicates that complex demographic processes during the Early Medieval period may have contributed in an unexpected way to shape the modern European genetic landscape. Examination of the panel of functional loci also revealed that many alleles associated with recent positive selection were already at modern-like frequencies in European populations ∼1,500 years ago.
Ancient DNA Samples
84 ancient DNA samples referenced in this publication
| Sample ID | Date/Era | Country | Locality | Sex | mtDNA | Y-DNA |
|---|---|---|---|---|---|---|
| Ker1 | 255 CE | Crimea | Crimea. Kerch. Pantikapaion. Mithridates hill | M | HV9 |
J-Y6240 |
| Ker1 | 255 CE | Crimea | Crimea. Kerch. Pantikapaion. Mithridates hill | M | HV9 |
J-Y6240 |
| I0564 | 422 CE | Germany | Bavaria. Burgweinting - Nord-West II | F | T2b |
|
| I0566 | 409 CE | Germany | Bavaria. Burgweinting - Nord-West II | F | T2b |
|
| AED106 | 480 CE | Germany | Bavaria. Altenerding- Klettham | M | HV9a |
R-Z156 |
| AED1108 | 420 CE | Germany | Bavaria. Altenerding- Klettham | F | U4a2a6a |
|
| AED1119 | 510 CE | Germany | Bavaria. Altenerding- Klettham | F | J1c5 |
|
| AED1135b | 480 CE | Germany | Bavaria. Altenerding- Klettham | F | J1c10 |
|
| AED125b | 385 CE | Germany | Bavaria. Altenerding- Klettham | F | C4a1a |
|
| AED204 | 480 CE | Germany | Bavaria. Altenerding- Klettham | F | H18b |
|
| AED249 | 480 CE | Germany | Bavaria. Altenerding- Klettham | M | U5b2b |
I-DF29 |
| AED432b | 480 CE | Germany | Bavaria. Altenerding- Klettham | F | H1h1* |
|
| AED513 | 264 CE | Germany | Bavaria. Altenerding- Klettham | F | H1 |
|
| AED92b | 480 CE | Germany | Bavaria. Altenerding- Klettham | M | H3 |
R-U106 |
| AEHIb | 383 CE | Germany | Bavaria. Alteglofsheim | F | J1c2o |
|
| Alh10 | 412 CE | Germany | Bavaria. Altheim | M | H7 |
J-M304 |
| Alh1 | 250 CE | Germany | Bavaria. Altheim | M | J1c7a* |
R-FGC13611 |
| Alh2 | 260 CE | Germany | Bavaria. Altheim | F | H3 |
|
| Alh3a | 405 CE | Germany | Bavaria. Altheim | F | U5a1h |
|
| BIM33 | 413 CE | Germany | Bavaria. Barbing-Irlmauth | F | H5 |
|
| BIM37b | 580 CE | Germany | Bavaria. Barbing-Irlmauth | M | H5a1 |
G-CTS9737 |
| FN2 | 275 CE | Germany | Bavaria. Munich. Freiham-Nord cemetery | M | T1 |
G-Z40854 |
| STR220c | 480 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | U4a |
|
| STR228 | 418 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | V3 |
|
| STR241 | 480 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | K1-a |
I-M253 |
| STR248b | 530 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H11a2* |
|
| STR266b | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | T2c1d1a |
|
| STR300b | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H1h1 |
|
| STR310 | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H7a |
|
| STR316b | 480 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | U4a2a |
R-U106 |
| STR328c | 402 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | W1e1a |
|
| STR355c | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H60a |
|
| STR360c | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H5 |
|
| STR393b | 460 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | J2a2b |
R-U106 |
| STR480 | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H2a2a1 |
|
| STR486 | 460 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | H2a2b |
I-Y130708 |
| STR491 | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | I1 |
|
| STR502b | 546 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | U5b1b |
|
| STR535 | 409 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | T2b16 |
|
| AEHIb | 383 CE | Germany | Bavaria. Alteglofsheim | F | J1c2o |
|
| AED432b | 480 CE | Germany | Bavaria. Altenerding- Klettham | F | H1h1* |
|
| AED513 | 264 CE | Germany | Bavaria. Altenerding- Klettham | F | H1 |
|
| AED1135b | 480 CE | Germany | Bavaria. Altenerding- Klettham | F | J1c10 |
|
| AED204 | 480 CE | Germany | Bavaria. Altenerding- Klettham | F | H18b |
|
| AED1119 | 510 CE | Germany | Bavaria. Altenerding- Klettham | F | J1c5 |
|
| AED92b | 480 CE | Germany | Bavaria. Altenerding- Klettham | M | H3 |
R-U106 |
| AED125b | 385 CE | Germany | Bavaria. Altenerding- Klettham | F | C4a1a |
|
| AED106 | 480 CE | Germany | Bavaria. Altenerding- Klettham | M | HV9a |
R-Z156 |
| AED249 | 480 CE | Germany | Bavaria. Altenerding- Klettham | M | U5b2b |
I-DF29 |
| AED1108 | 420 CE | Germany | Bavaria. Altenerding- Klettham | F | U4a2a6a |
|
| Alh10 | 412 CE | Germany | Bavaria. Altheim | M | H7 |
J-M304 |
| Alh1 | 250 CE | Germany | Bavaria. Altheim | M | J1c7a* |
R-FGC13611 |
| Alh3a | 405 CE | Germany | Bavaria. Altheim | F | U5a1h |
|
| Alh2 | 260 CE | Germany | Bavaria. Altheim | F | H3 |
|
| BIM37b | 580 CE | Germany | Bavaria. Barbing-Irlmauth | M | H5a1 |
G-CTS9737 |
| BIM33 | 413 CE | Germany | Bavaria. Barbing-Irlmauth | F | H5 |
|
| I0564 | 422 CE | Germany | Bavaria. Burgweinting - Nord-West II | F | T2b |
|
| I0566 | 409 CE | Germany | Bavaria. Burgweinting - Nord-West II | F | T2b |
|
| STR316b | 480 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | U4a2a |
R-U106 |
| STR480 | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H2a2a1 |
|
| STR310 | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H7a |
|
| STR355c | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H60a |
|
| STR220c | 480 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | U4a |
|
| STR535 | 409 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | T2b16 |
|
| STR300b | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H1h1 |
|
| STR486 | 460 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | H2a2b |
I-Y130708 |
| STR328c | 402 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | W1e1a |
|
| STR228 | 418 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | V3 |
|
| STR393b | 460 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | J2a2b |
R-U106 |
| STR248b | 530 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H11a2* |
|
| STR502b | 546 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | U5b1b |
|
| STR360c | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | H5 |
|
| STR266b | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | F | T2c1d1a |
|
| STR491 | 510 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | I1 |
|
| STR241 | 480 CE | Germany | Bavaria. Straubing- Bajuwarenstraße | M | K1-a |
I-M253 |
| NW255a | 422 CE | Germany | Burgweinting - Nord-West II (Bavaria) | F | H18b |
|
| NW54 | 409 CE | Germany | Burgweinting - Nord-West II (Bavaria) | F | C4a1a |
|
| FN2 | 275 CE | Germany | Bavaria. Munich. Freiham-Nord cemetery | M | T1 |
G-Z40854 |
| Pr10 | 400 BCE | Russia | Orenburg. Pokrovka cemetery | M | H2a1f |
R-Z2124 |
| Pr4 | 400 BCE | Russia | Orenburg. Pokrovka cemetery | M | U1a |
R-M459 |
| Pr10 | 400 BCE | Russia | Orenburg. Pokrovka cemetery | M | H2a1f |
R-Z2124 |
| Pr4 | 400 BCE | Russia | Orenburg. Pokrovka cemetery | M | U1a |
R-M459 |
| Vim2b | 525 CE | Serbia | Viminacium-Više Grobalja | M | H7 |
R-M335 |
| Vim2b | 525 CE | Serbia | Viminacium-Više Grobalja | M | H7 |
R-M335 |
Analysis
Comprehensive review of ancestry and genetic findings
Important Disclaimer: This review has been performed semi-automatically and is provided for informational purposes only. While we strive for accuracy, this analysis may contain errors, omissions, or misinterpretations of the original research. DNA Genics disclaims all liability for any inaccuracies, errors, or consequences arising from the use of this information. Users should independently verify all information and consult original research publications before making any decisions based on this content. This analysis is not intended as a substitute for professional scientific review or medical advice.