The history and evolution of the Denisovan- EPAS1 haplotype in Tibetans
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Abstract
Significance: The discovery of the archaic Denisovan hominins is one of the most significant findings in human evolutionary biology in the last decade. However, as of today, we have more questions than answers regarding this mysterious hominin group. This study leverages the information from the well-known example of adaptive introgression on the EPAS1 gene in Tibetans, to gain insight on the history of our species’ interaction with Denisovans. We show that the Tibetan- EPAS1 haplotype came from the East Asian-specific Denisovan introgression event, and it remained selectively neutral for a long time in the population before positive selection occurred, which may be concurrent with the permanent inhabitation of the Tibetan Plateau after the Last Glacial Maximum (LGM).
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The sPrime algorithm misses some alleles that have previously been identified as archaic in origin.
“We used this method to expand the set of SNPs identified as archaic using sPrime, as other studies have indicated that the sPrime algorithm misses some alleles that have previously been identified as archaic in origin (Browning et al. 2018a; Zhang et al. 2021).”
From The Impact of Modern Admixture on Archaic Human Ancestry in Human Populations (2023) · cites this paper as Zhang et al. 2021
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Cites
Genetic history of an archaic hominin group from Denisova Cave in Siberia
Reich, D., Green, R. E., Kircher, M., Krause, J., Patterson, N., Durand, E. Y., Viola, B., Briggs, A. W., Stenzel, U., Johnson, P. L. F., et al. (2010) · Nature · doi:10.1038/nature09710 · Cited by 1,991 · see citing works
A high-coverage genome sequence from an archaic denisovan individual
Meyer, M., Kircher, M., Gansauge, M.-T., Li, H., Racimo, F., Mallick, S., Schraiber, J. G., Jay, F., Prüfer, K., de Filippo, C., et al. (2012) · Science · doi:10.1126/science.1224344 · Cited by 1,967 · see citing works
Gutenkunst, R. N., Hernandez, R. D., Williamson, S. H., & Bustamante, C. D. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000695 · Cited by 1,906 · see citing works
Sequencing of 50 Human Exomes Reveals Adaptation to High Altitude
Yi, X., Liang, Y., Huerta-Sanchez, E., Jin, X., Cuo, Z. X. P., Pool, J. E., Xu, X., Jiang, H., Vinckenbosch, N., Korneliussen, T. S., et al. (2010) · Science · doi:10.1126/science.1190371 · Cited by 1,611 · cited 4× · see citing works
“We first asked whether the SPrimeinferred segments overlap with other high-altitude adaptation candidate genes (22, 28, 53, 54) (SI Appendix, Table S3).”
BackgroundResultInfluentialSelf-citationThe Simons Genome Diversity Project: 300 genomes from 142 diverse populations
Mallick, S., Li, H., Lipson, M., Mathieson, I., Gymrek, M., Racimo, F., Zhao, M., Chennagiri, N., Nordenfelt, S., Tandon, A., et al. (2016) · Nature · doi:10.1038/nature18964 · Cited by 1,584 · see citing works
DNA analysis of an early modern human from Tianyuan Cave, China
Fu, Q., Meyer, M., Gao, X., Stenzel, U., Burbano, H. A., Kelso, J., & Pääbo, S. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1221359110 · Cited by 608 · cited 1× · see citing works
“This work provides a timing estimate of the East Asian-specific Denisovan introgression, which we inferred at around 48 ka, and is consistent with archaeological evidence showing Denisovan ancestry in modern human individuals from 34 to 40 ka (59, 60).”
ResultMultiple Deeply Divergent Denisovan Ancestries in Papuans
Jacobs, G. S., Hudjashov, G., Saag, L., Kusuma, P., Darusallam, C. C., Lawson, D. J., Mondal, M., Pagani, L., Ricaut, F.-X., Stoneking, M., et al. (2019) · Cell · doi:10.1016/j.cell.2019.02.035 · Cited by 346 · see citing works
Genomic Ancestry of North Africans Supports Back-to-Africa Migrations
Henn, B. M., Botigué, L. R., Gravel, S., Wang, W., Brisbin, A., Byrnes, J. K., Fadhlaoui-Zid, K., Zalloua, P. A., Moreno-Estrada, A., Bertranpetit, J., et al. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002397 · Cited by 331 · see citing works
Dannemann, M., Andrés, A. M., & Kelso, J. (2016) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2015.11.015 · Cited by 249 · see citing works
The Contribution of Neanderthals to Phenotypic Variation in Modern Humans
Dannemann, M., & Kelso, J. (2017) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2017.09.010 · Cited by 193 · cited 1× · see citing works
“Discussion Previous studies have shown that archaic introgression contributed to a range of phenotypic variation in modern humans (5, 57, 58), and that a number of introgressed genes were plausibly subject to positive selection (17, 18).”
BackgroundBayesian Computation and Model Selection Without Likelihoods
Leuenberger, C., & Wegmann, D. (2010) · Genetics · doi:10.1534/genetics.109.109058 · Cited by 175 · see citing works
Flagged first, then by citations
Research works printed but not linked: 64
- [3]B. T. Viola., A parietal fragment from Denisova Cave. Am. J. Phys. Anthropol. 168, 258 (2019).
- [4]K. Douka., Age estimates for hominin fossils and the onset of the Upper Palaeolithic at Denisova Cave. Nature 565, 640– 644 (2019). 30700871
- [6]S. Sankararaman, S. Mallick, N. Patterson, D. Reich, The combined landscape of Denisovan and Neanderthal ancestry in present-day humans. Curr. Biol. 26, 1241– 1247 (2016). 27032491 PMC4864120
- [7]S. R. Browning, B. L. Browning, Y. Zhou, S. Tucci, J. M. Akey, Analysis of human sequence data reveals two pulses of archaic Denisovan admixture. Cell 173, 53– 61.e9 (2018). 29551270 PMC5866234
- [8]K. Prüfer., A high-coverage Neandertal genome from Vindija Cave in Croatia. Science 358, 655– 658 (2017). 28982794 PMC6185897
- [9]M. Meyer., Nuclear DNA sequences from the Middle Pleistocene Sima de los Huesos hominins. Nature 531, 504– 507 (2016). 26976447
- [10]T. Higham., The timing and spatiotemporal patterning of Neanderthal disappearance. Nature 512, 306– 309 (2014). 25143113
- [11]V. Slon., A fourth Denisovan individual. Sci. Adv. 3, e1700186 (2017). 28695206 PMC5501502
- [12]V. Slon., The genome of the offspring of a Neanderthal mother and a Denisovan father. Nature 561, 113– 116 (2018). 30135579 PMC6130845
- [13]K. Prüfer., The complete genome sequence of a Neanderthal from the Altai Mountains. Nature 505, 43– 49 (2014). 24352235 PMC4031459
- [15]D. Reich., Denisova admixture and the first modern human dispersals into Southeast Asia and Oceania. Am. J. Hum. Genet. 89, 516– 528 (2011). 21944045 PMC3188841
- [16]F. Racimo, S. Sankararaman, R. Nielsen, E. Huerta-Sánchez, Evidence for archaic adaptive introgression in humans. Nat. Rev. Genet. 16, 359– 371 (2015). 25963373 PMC4478293
- [17]F. Racimo., Archaic adaptive introgression in TBX15/WARS2. Mol. Biol. Evol. 34, 509– 524 (2017). 28007980 PMC5430617
- [18]F. Racimo, D. Marnetto, E. Huerta-Sánchez, Signatures of archaic adaptive introgression in present-day human populations. Mol. Biol. Evol. 34, 296– 317 (2017). 27756828 PMC5400396
- [19]R. M. Gittelman., Archaic hominin admixture facilitated adaptation to out-of-Africa environments. Curr. Biol. 26, 3375– 3382 (2016). 27839976 PMC6764441
- [20]B. Vernot, J. M. Akey, Resurrecting surviving Neandertal lineages from modern human genomes. Science 343, 1017– 1021 (2014). 24476670
- [21]X. Zhang, B. Kim, K. E. Lohmueller, E. Huerta-Sánchez, The impact of recessive deleterious variation on signals of adaptive introgression in human populations. Genetics 215, 799– 812 (2020). 32487519 PMC7337073
- [23]E. Huerta-Sánchez., Altitude adaptation in Tibetans caused by introgression of Denisovan-like DNA. Nature 512, 194– 197 (2014). 25043035 PMC4134395
- [24]E. Huerta-Sánchez, F. P. Casey, Archaic inheritance: Supporting high-altitude life in Tibet. J. Appl. Physiol. (1985) 119, 1129– 1134 (2015). 26294746
- [25]T. Wu., Hemoglobin levels in Qinghai-Tibet: Different effects of gender for Tibetans vs. Han. J. Appl. Physiol. (1985) 98, 598– 604 (2005). 15258131
- [26]L. G. Moore., Maternal adaptation to high-altitude pregnancy: An experiment of nature–a review. Placenta 25 (suppl. A), S60– S71 (2004). 15033310
- [27]K. E. Witt, E. Huerta-Sánchez, Convergent evolution in human and domesticate adaptation to high-altitude environments. Philos. Trans. R Soc. B Biol. Sci. 374, 20180235 (2019). PMC6560271 31154977
- [28]C. M. Beall., Natural selection on EPAS1 (HIF2α) associated with low hemoglobin concentration in Tibetan highlanders. Proc. Natl. Acad. Sci. U.S.A. 107, 11459– 11464 (2010). 20534544 PMC2895075
- [30]D. Lu., Ancestral origins and genetic history of Tibetan highlanders. Am. J. Hum. Genet. 99, 580– 594 (2016). 27569548 PMC5011065
- [31]1000 Genomes Project Consortium,., A global reference for human genetic variation. Nature 526, 68– 74 (2015). 26432245 PMC4750478
- [32]S. Hackinger., Wide distribution and altitude correlation of an archaic high-altitude-adaptive EPAS1 haplotype in the Himalayas. Hum. Genet. 135, 393– 402 (2016). 26883865 PMC4796332
- [33]A. Durvasula, S. Sankararaman, Recovering signals of ghost archaic introgression in African populations. Sci. Adv. 6, eaax5097 (2020). 32095519 PMC7015685
- [34]M. F. Hammer, A. E. Woerner, F. L. Mendez, J. C. Watkins, J. D. Wall, Genetic evidence for archaic admixture in Africa. Proc. Natl. Acad. Sci. U.S.A. 108, 15123– 15128 (2011). 21896735 PMC3174671
- [35]D. Xu., Archaic hominin introgression in Africa contributes to functional salivary MUC7 genetic variation. Mol. Biol. Evol. 34, 2704– 2715 (2017). 28957509 PMC5850612
- [37]L. Chen, A. B. Wolf, W. Fu, L. Li, J. M. Akey, Identifying and interpreting apparent Neanderthal ancestry in African individuals. Cell 180, 677– 687.e16 (2020). 32004458 PMC12805117
- [38]H. Li, R. Durbin, Inference of human population history from individual whole-genome sequences. Nature 475, 493– 496 (2011). 21753753 PMC3154645
- [39]E. Y. Durand, N. Patterson, D. Reich, M. Slatkin, Testing for ancient admixture between closely related populations. Mol. Biol. Evol. 28, 2239– 2252 (2011). 21325092 PMC3144383
- [40]W. G. Hill, Disequilibrium among several linked neutral genes in finite population. II. Variances and covariances of disequilibria. Theor. Popul. Biol. 6, 184– 198 (1974). 4445974
- [41]P.-R. Loh., Inferring admixture histories of human populations using linkage disequilibrium. Genetics 193, 1233– 1254 (2013). 23410830 PMC3606100
- [42]R. Corbett-Detig, R. Nielsen, A hidden Markov model approach for simultaneously estimating local ancestry and admixture time using next generation sequence data in samples of arbitrary ploidy. PLoS Genet. 13, e1006529 (2017). 28045893 PMC5242547
- [43]S. Gravel, Population genetics models of local ancestry. Genetics 191, 607– 619 (2012). 22491189 PMC3374321
- [44]V. Shchur, J. Svedberg, P. Medina, R. Corbett-Detig, R. Nielsen, On the distribution of tract lengths during adaptive introgression. G3 (Bethesda) 10, 3663– 3673 (2020). 32763953 PMC7534438
- [45]M. A. Beaumont, W. Zhang, D. J. Balding, Approximate Bayesian computation in population genetics. Genetics 162, 2025– 2035 (2002). 12524368 PMC1462356
- [46]S. Tavaré, D. J. Balding, R. C. Griffiths, P. Donnelly, Inferring coalescence times from DNA sequence data. Genetics 145, 505– 518 (1997). 9071603 PMC1207814
- [47]P. Marjoram, Approximation Bayesian computation. OA Genet. 1, 853 (2013). 25606346 PMC4297650
- [48]B. C. Haller, P. W. Messer, SLiM 3: Forward genetic simulations beyond the Wright–Fisher model. Mol. Biol. Evol. 36, 632– 637 (2019). 30517680 PMC6389312
- [49]S. Gravel., Demographic history and rare allele sharing among human populations. Proc. Natl. Acad. Sci.U.S.A. 108, 11983– 11988 (2011). 21730125 PMC3142009
- [50]A. P. Ragsdale, S. Gravel, Models of archaic admixture and recent history from two-locus statistics. PLoS Genet. 15, e1008204 (2019). 31181058 PMC6586359
- [51]D. Wegmann, C. Leuenberger, S. Neuenschwander, L. Excoffier, ABCtoolbox: A versatile toolkit for approximate Bayesian computations. BMC Bioinformatics 11, 116 (2010). 20202215 PMC2848233
- [52]H. Hu., Evolutionary history of Tibetans inferred from whole-genome sequencing. PLoS Genet. 13, e1006675 (2017). 28448578 PMC5407610
- [53]A. Bigham., Identifying signatures of natural selection in Tibetan and Andean populations using dense genome scan data. PLoS Genet. 6, e1001116 (2010). 20838600 PMC2936536
- [54]T. S. Simonson., Genetic evidence for high-altitude adaptation in Tibet. Science 329, 72– 75 (2010). 20466884
- [55]A. Gouy, J. T. Daub, L. Excoffier, Detecting gene subnetworks under selection in biological pathways. Nucleic Acids Res. 45, e149 (2017). 28934485 PMC5766194
- [56]C. F. Schaefer., PID: The pathway interaction database. Nucleic Acids Res. 37, D674– D679 (2009). 18832364 PMC2686461
- [58]C. N. Simonti., The phenotypic legacy of admixture between modern humans and Neandertals. Science 351, 737– 741 (2016). 26912863 PMC4849557
- [59]D. Massilani., Denisovan ancestry and population history of early East Asians. Science 370, 579– 583 (2020). 33122380
- [61]F. Chen., A late Middle Pleistocene Denisovan mandible from the Tibetan Plateau. Nature 569, 409– 412 (2019). 31043746
- [62]D. Zhang., Denisovan DNA in Late Pleistocene sediments from Baishiya Karst Cave on the Tibetan Plateau. Science 370, 584– 587 (2020). 33122381
- [63]X. L. Zhang., The earliest human occupation of the high-altitude Tibetan Plateau 40 thousand to 30 thousand years ago. Science 362, 1049– 1051 (2018). 30498126
- [64]F. H. Chen., Agriculture facilitated permanent human occupation of the Tibetan Plateau after 3600 B.P. Science 347, 248– 250 (2015). 25593179
- [65]C. Jeong., Long-term genetic stability and a high-altitude East Asian origin for the peoples of the high valleys of the Himalayan arc. Proc. Natl. Acad. Sci. U.S.A. 113, 7485– 7490 (2016). 27325755 PMC4941446
- [68]M. C. Meyer., Permanent human occupation of the central Tibetan Plateau in the early Holocene. Science 355, 64– 67 (2017). 28059763
- [69]E. Jagoda., Disentangling immediate adaptive introgression from selection on standing introgressed variation in humans. Mol. Biol. Evol. 35, 623– 630 (2018). 29220488 PMC5850494
- [70]B. M. Peter, E. Huerta-Sanchez, R. Nielsen, Distinguishing between selective sweeps from standing variation and from a de novo mutation. PLoS Genet. 8, e1003011 (2012). 23071458 PMC3469416
- [71]S. Yair, K. M. Lee, G. Coop, The timing of human adaptation from Neanderthal introgression. Genetics, 10.1093/genetics/iyab052 (2021). PMC8128397 33787889 · DOI
- [72]S. R. Browning, B. L. Browning, Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. Am. J. Hum. Genet. 81, 1084– 1097 (2007). 17924348 PMC2265661
- [73]B. L. Browning, Y. Zhou, S. R. Browning, A one-penny imputed genome from next-generation reference panels. Am. J. Hum. Genet. 103, 338– 348 (2018). 30100085 PMC6128308
- [75]I. H. G. S. Consortium; International Human Genome Sequencing Consortium, Finishing the euchromatic sequence of the human genome. Nature 431, 931– 945 (2004). 15496913
- [76]T. Hubbard., The Ensembl genome database project. Nucleic Acids Res. 30, 38– 41 (2002). 11752248 PMC99161
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Self-citationThe Impact of Modern Admixture on Archaic Human Ancestry in Human Populations
Witt, K. E., Funk, A., Añorve-Garibay, V., Fang, L. L., & Huerta-Sánchez, E. (2023) · Genome Biology and Evolution · doi:10.1093/gbe/evad066 · Cited by 29 · see citing works
Self-citation
- Authors
- Zhang, X., Witt, K. E., Bañuelos, M. M., Ko, A., Yuan, K., Xu, S., Nielsen, R., & Huerta-Sanchez, E.
- Affiliations
- University of California, Los Angeles (US)
- Brown University (US)
- University of California, Berkeley (US)
- Chinese Academy of Sciences (CN)
- University of Copenhagen (DK)
- Department of Ecology and Evolutionary Biology, Brown University, Providence, RI 02912;
- ORCID
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2021-05-28
- Volume
- 118
- Issue
- 22
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC8179186
- OpenAlex
- W3165191878
- Cited by
- 105
- References
- 11
- Citations by year
- 2026: 9 · 2025: 19 · 2024: 25 · 2023: 20 · 2022: 19 · 2021: 13
- FWCI
- 73.26
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion, cc-by-nc-nd)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, other-oa)
- PubMed (publishedVersion)
- Digital Commons - University of South Florida (University of South Florida) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by-nc-nd)
- Funders
- HHS | NIH | National Institute of General Medical Sciences (R35GM128946)
- Topics
- Social Sciences › Anthropology › Pleistocene-Era Hominins and Archaeology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Forensic and Genetic Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic diversity and population structure
- Keywords
- Denisovans, EPAS1, Tibetan Plateau, adaptive introgression, archaic human admixture, positive selection, Last Glacial Maximum, high-altitude adaptation
- MeSH terms
- Endothelial PAS Domain-Containing Protein 1, Adaptation, Physiological, Altitude, Haplotypes, Humans, Tibet, Evolution, Molecular, Basic Helix-Loop-Helix Proteins, Basic Helix-Loop-Helix Transcription Factors
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