The DOI matches its Crossref record; 62 of the 62 references it cites were found in a registry or an index.
Introgression of Neandertal- and Denisovan-like Haplotypes Contributes to Adaptive Variation in Human Toll-like Receptors
Open accessPublished version of a preprint
Abstract
Pathogens and the diseases they cause have been among the most important selective forces experienced by humans during their evolutionary history. Although adaptive alleles generally arise by mutation, introgression can also be a valuable source of beneficial alleles. Archaic humans, who lived in Europe and Western Asia for more than 200,000 years, were probably well adapted to this environment and its local pathogens. It is therefore conceivable that modern humans entering Europe and Western Asia who admixed with them obtained a substantial immune advantage from the introgression of archaic alleles. Here we document a cluster of three Toll-like receptors (TLR6-TLR1-TLR10) in modern humans that carries three distinct archaic haplotypes, indicating repeated introgression from archaic humans. Two of these haplotypes are most similar to the Neandertal genome, and the third haplotype is most similar to the Denisovan genome. The Toll-like receptors are key components of innate immunity and provide an important first line of immune defense against bacteria, fungi, and parasites. The unusually high allele frequencies and unexpected levels of population differentiation indicate that there has been local positive selection on multiple haplotypes at this locus. We show that the introgressed alleles have clear functional effects in modern humans; archaic-like alleles underlie differences in the expression of the TLR genes and are associated with increased [corrected] microbial resistance and increased allergic disease in large cohorts. This provides strong evidence for recurrent adaptive introgression at the TLR6-TLR1-TLR10 locus, resulting in differences in disease phenotypes in modern humans.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures





Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Some archaic alleles have been shown to confer an adaptive advantage for modern humans”
From Functional implications of Neandertal introgression in modern humans (2017) · cites this paper as [1]
In the citing paper
“a number of instances of adaptive introgression have been described, generally affecting systems that influence immune and metabolic phenotypes [1, 5, 10, 22, 40, 41].”
From Functional implications of Neandertal introgression in modern humans (2017) · cites this paper as [1]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
Love, M. I., Huber, W., & Anders, S. (2014) · Genome Biology · doi:10.1186/s13059-014-0550-8 · Cited by 95,106
Gene Ontology: tool for the unification of biology
Ashburner, M., Ball, C. A., Blake, J. A., Botstein, D., Butler, H., Cherry, J. M., Davis, A. P., Dolinski, K., Dwight, S. S., Eppig, J. T., et al. (2000) · Nature Genetics · doi:10.1038/75556 · Cited by 43,206
ESTIMATING F -STATISTICS FOR THE ANALYSIS OF POPULATION STRUCTURE
Weir, B. S., & Cockerham, C. C. (1984) · Evolution · doi:10.1111/j.1558-5646.1984.tb05657.x · Cited by 18,909
A global reference for human genetic variation
The 1000 Genomes Project Consortium, authors, C., Auton, A., Abecasis, G. R., Steering committee, Altshuler, D. M., Durbin, R. M., Abecasis, G. R., Bentley, D. R., Chakravarti, A., et al. (2015) · Nature · doi:10.1038/nature15393 · Cited by 18,247
An integrated encyclopedia of DNA elements in the human genome
The ENCODE Project Consortium (2012) · Nature · doi:10.1038/nature11247 · Cited by 18,072
The variant call format and VCFtools
Danecek, P., Auton, A., Abecasis, G. R., Albers, C. A., Banks, E., DePristo, M. A., Handsaker, R. E., Lunter, G. A., Marth, G., Sherry, S. T., et al. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr330 · Cited by 16,450
Differential expression analysis for sequence count data
Anders, S., & Huber, W. (2010) · Genome Biology · doi:10.1186/gb-2010-11-10-r106 · Cited by 15,581
Statistical method for testing the neutral mutation hypothesis by DNA polymorphism.
Tajima, F. (1989) · Genetics · doi:10.1093/genetics/123.3.585 · Cited by 14,056
Pathogen Recognition and Innate Immunity
Akira, S., Uematsu, S., & Takeuchi, O. (2006) · Cell · doi:10.1016/j.cell.2006.02.015 · Cited by 12,401
APE: analyses of phylogenetics and evolution in R language
Paradis, E., Claude, J., & Strimmer, K. (2004) · Bioinformatics · doi:10.1093/bioinformatics/btg412 · Cited by 11,335
Estimating F-Statistics for the Analysis of Population Structure
Weir, B. S., & Cockerham, C. C. (1984) · Evolution · doi:10.2307/2408641 · Cited by 11,023
An integrated map of genetic variation from 1,092 human genomes
The 1000 Genomes Project Consortium (2012) · Nature · doi:10.1038/nature11632 · Cited by 7,711
A draft sequence of the Neandertal genome
Green, R. E., Krause, J., Briggs, A. W., Maricic, T., Stenzel, U., Kircher, M., Patterson, N., Li, H., Zhai, W., Fritz, M. H.-Y., et al. (2010) · Science · doi:10.1126/science.1188021 · Cited by 4,318
Self-citationIntegrating common and rare genetic variation in diverse human populations
The International HapMap 3 Consortium (2010) · Nature · doi:10.1038/nature09298 · Cited by 3,026
A comprehensive genetic map of the human genome based on 5,264 microsatellites
Dib, C., Fauré, S., Fizames, C., Samson, D. S., Drouot, N., Alain Vignal, A., Millasseau, P., Marc, S., Kazan, J., Seboun, E., et al. (1996) · Nature · doi:10.1038/380152a0 · Cited by 2,927
pegas: an R package for population genetics with an integrated–modular approach
Paradis, E. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp696 · Cited by 2,601
The complete genome sequence of a Neanderthal from the Altai Mountains
Prüfer, K., Racimo, F., Patterson, N., Jay, F., Sankararaman, S., Sawyer, S., Heinze, A., Renaud, G., Sudmant, P. H., de Filippo, C., et al. (2014) · Nature · doi:10.1038/nature12886 · Cited by 2,254
Self-citationDetecting recent positive selection in the human genome from haplotype structure
Sabeti, P. C., Reich, D. E., Higgins, J. M., Levine, H. Z. P., Richter, D. J., Schaffner, S. F., Gabriel, S. B., Platko, J. V., Patterson, N. J., McDonald, G. J., et al. (2002) · Nature · doi:10.1038/nature01140 · Cited by 2,106
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
Self-citationA 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
Self-citationTranscriptome and genome sequencing uncovers functional variation in humans
The Geuvadis Consortium, Lappalainen, T., Sammeth, M., Friedländer, M. R., ‘t Hoen, P. A. C., Monlong, J., Rivas, M. A., Gonzàlez-Porta, M., Kurbatova, N., Griebel, T., et al. (2013) · Nature · doi:10.1038/nature12531 · Cited by 1,888
The UCSC Genome Browser database: update 2011
Fujita, P. A., Rhead, B., Zweig, A. S., Hinrichs, A. S., Karolchik, D., Cline, M., Goldman, M. J., Barber, G. P., Clawson, H., Coelho, A., et al. (2010) · Nucleic Acids Research · doi:10.1093/nar/gkq963 · Cited by 1,843
Hitchhiking Under Positive Darwinian Selection
Fay, J. C., & Wu, C.-I. (2000) · Genetics · doi:10.1093/genetics/155.3.1405 · Cited by 1,819
A high-resolution recombination map of the human genome
Kong, A., Gudbjartsson, D. F., Sainz, J., Jonsdottir, G. M., Gudjonsson, S. A., Richardsson, B., Sigurdardottir, S. L., Barnard, J., Hallbeck, B., Másson, G., et al. (2002) · Nature Genetics · doi:10.1038/ng917 · Cited by 1,750
The UCSC Genome Browser Database: update 2006
Hinrichs, A. S. (2006) · Nucleic Acids Research · doi:10.1093/nar/gkj144 · Cited by 1,646
Ancient human genomes suggest three ancestral populations for present-day Europeans
Lazaridis, I., Patterson, N., Mittnik, A., Renaud, G., Mallick, S., Kirsanow, K., Sudmant, P. H., Schraiber, J. G., Castellano, S., Lipson, M., et al. (2014) · Nature · doi:10.1038/nature13673 · Cited by 1,357
Self-citationAltitude adaptation in Tibetans caused by introgression of Denisovan-like DNA
Huerta-Sánchez, E., Jin, X., Asan, Bianba, Z., Peter, B. M., Vinckenbosch, N., Liang, Y., Yi, X., He, M., Somel, M., et al. (2014) · Nature · doi:10.1038/nature13408 · Cited by 1,208
The genomic landscape of Neanderthal ancestry in present-day humans
Sankararaman, S., Mallick, S., Dannemann, M., Prüfer, K., Kelso, J., Pääbo, S., Patterson, N., & Reich, D. (2014) · Nature · doi:10.1038/nature12961 · Cited by 1,107
Self-citationComprehensive Human Genetic Maps: Individual and Sex-Specific Variation in Recombination
Broman, K. W., Murray, J. C., Sheffield, V. C., White, R. L., & Weber, J. L. (1998) · The American Journal of Human Genetics · doi:10.1086/302011 · Cited by 1,068
Genome sequence of a 45,000-year-old modern human from western Siberia
Fu, Q., Li, H., Moorjani, P., Jay, F., Slepchenko, S. M., Bondarev, A. A., Johnson, P. L. F., Aximu-Petri, A., Prüfer, K., de Filippo, C., et al. (2014) · Nature · doi:10.1038/nature13810 · Cited by 1,023
Self-citationHedrick, P. W. (2013) · Molecular Ecology · doi:10.1111/mec.12415 · Cited by 731
A Revised Timescale for Human Evolution Based on Ancient Mitochondrial Genomes
Fu, Q., Mittnik, A., Johnson, P. L. F., Bos, K., Lari, M., Bollongino, R., Sun, C., Giemsch, L., Schmitz, R., Burger, J., et al. (2013) · Current Biology · doi:10.1016/j.cub.2013.02.044 · Cited by 709
Genetical Structure of Populations
Wright, S. (1950) · Nature · doi:10.1038/166247a0 · Cited by 629
Resurrecting Surviving Neandertal Lineages from Modern Human Genomes
Vernot, B., & Akey, J. M. (2014) · Science · doi:10.1126/science.1245938 · Cited by 562
The shaping of modern human immune systems by multiregional admixture with archaic humans
Abi-Rached, L., Jobin, M. J., Kulkarni, S., McWhinnie, A., Dalva, K., Gragert, L., Babrzadeh, F., Gharizadeh, B., Luo, M., Plummer, F. A., et al. (2011) · Science · doi:10.1126/science.1209202 · Cited by 537
Evidence for archaic adaptive introgression in humans
Racimo, F., Sankararaman, S., Nielsen, R., & Huerta-Sánchez, E. (2015) · Nature Reviews Genetics · doi:10.1038/nrg3936 · Cited by 521
Sequence variants in SLC16A11 are a common risk factor for type 2 diabetes in Mexico
Williams, A. L., Jacobs, S. B. R., Churchhouse, C. L., Burtt, N. P., Florez, J. C., Altshuler, D., Ripke, S., Manning, A. K., Neale, B. M., Reich, D., et al. (2013) · Nature · doi:10.1038/nature12828 · Cited by 508
Self-citationThe Date of Interbreeding between Neandertals and Modern Humans
Sankararaman, S., Patterson, N., Li, H., Pääbo, S., & Reich, D. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002947 · Cited by 460
Evolutionary Dynamics of Human Toll-Like Receptors and Their Different Contributions to Host Defense
Barreiro, L. B., Ben‐Ali, M., Quach, H., Laval, G., Patin, É., Pickrell, J. K., Bouchier, C., Tichit, M., Neyrolles, O., Gicquel, B., et al. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000562 · Cited by 412
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
The landscape of recombination in African Americans
Hinch, A. G., Tandon, A., Patterson, N. J., Song, Y., Rohland, N., Palmer, C. D., Chen, G. K., Wang, K., Buxbaum, S. G., Akylbekova, E. L., et al. (2011) · Nature · doi:10.1038/nature10336 · Cited by 316
Comparative primate genomics: emerging patterns of genome content and dynamics
Rogers, J., & Gibbs, R. A. (2014) · Nature Reviews Genetics · doi:10.1038/nrg3707 · Cited by 309
Possible Ancestral Structure in Human Populations
Plagnol, V., & Wall, J. D. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020105 · Cited by 275
Comparison of human genetic and sequence-based physical maps
Yu, A., Zhao, C., Fan, Y., Jang, W., Mungall, A. J. J., Deloukas, P., Olsen, A. S., Doggett, N. A., Ghebranious, N., Broman, K. W., et al. (2001) · Nature · doi:10.1038/35057185 · Cited by 273
The Genotype-Tissue Expression (GTEx) project
Lonsdale, J., Thomas, J., Salvatore, M., Phillips, R., Lo, E., Shad, S., Hasz, R., Walters, G., Garcia, F., Young, N., et al. (2013) · Nature Genetics · doi:10.1038/ng.2653 · Cited by 263
Hinds, D. A., McMahon, G., Kiefer, A. K., Do, C. B., Eriksson, N., Evans, D. M., St Pourcain, B., Ring, S. M., Mountain, J. L., Francke, U., et al. (2013) · Nature Genetics · doi:10.1038/ng.2686 · Cited by 246
GWASdb: a database for human genetic variants identified by genome-wide association studies
Li, M. J., Wang, P., Liu, X., Lim, E. L., Wang, Z., Yeager, M., Wong, M. P., Sham, P. C., Chanock, S. J., & Wang, J. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkr1182 · Cited by 218
Briggs, S. D., & Strahl, B. D. (2002) · Nature Genetics · doi:10.1038/ng0302-241 · Cited by 197
FUNC: a package for detecting significant associations between gene sets and ontological annotations
Prüfer, K., Muetzel, B., Do, H.-H., Weiss, G., Khaitovich, P., Rahm, E., Pääbo, S., Lachmann, M., & Enard, W. (2007) · BMC Bioinformatics · doi:10.1186/1471-2105-8-41 · Cited by 171
Identification of Genetic Loci Associated With Helicobacter pylori Serologic Status
Mayerle, J. V., den Hoed, C. M., Schurmann, C., Stolk, L., Homuth, G., Peters, M. J., Capelle, L. G., Zimmermann, K., Rivadeneira, F., GRUSKA, S., et al. (2013) · JAMA · doi:10.1001/jama.2013.4350 · Cited by 161
Population genetic tools for dissecting innate immunity in humans
Quintana‐Murci, L., & Clark, A. G. (2013) · Nature reviews. Immunology · doi:10.1038/nri3421 · Cited by 160
Denisovan Ancestry in East Eurasian and Native American Populations
Qin, P., & Stoneking, M. (2015) · Molecular Biology and Evolution · doi:10.1093/molbev/msv141 · Cited by 157
Mendez, F. L., Watkins, J. C., & Hammer, M. F. (2012) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2012.06.015 · Cited by 156
Complex History of Admixture between Modern Humans and Neandertals
Vernot, B., & Akey, J. M. (2015) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2015.01.006 · Cited by 149
Advantageous diversity maintained by balancing selection in humans
Key, F. M., Teixeira, J. C., de Filippo, C., & Andrés, A. M. (2014) · Current Opinion in Genetics & Development · doi:10.1016/j.gde.2014.08.001 · Cited by 120
Self-citationNeandertal Origin of Genetic Variation at the Cluster of OAS Immunity Genes
Mendez, F. L., Watkins, J. C., & Hammer, M. F. (2013) · Molecular Biology and Evolution · doi:10.1093/molbev/mst004 · Cited by 113
Laayouni, H., Oosting, M., Luisi, P., Ioana, M. I., Alonso, S., Ricaño-Ponce, I., Trynka, G., Zhernakova, A., Plantinga, T. S., Cheng, S., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1317723111 · Cited by 100
North African Populations Carry the Signature of Admixture with Neandertals
Sánchez‐Quinto, F., Botigué, L. R., Civit, S., Arenas, C., Ávila‐Arcos, M. C., Bustamante, C. D., Comas, D., & Lalueza‐Fox, C. (2012) · PLoS ONE · doi:10.1371/journal.pone.0047765 · Cited by 86
Kim, B. Y., & Lohmueller, K. E. (2015) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2014.12.029 · Cited by 82
Human and Non-Human Primate Genomes Share Hotspots of Positive Selection
Enard, D., Depaulis, F., & Crollius, H. R. (2010) · PLoS Genetics · doi:10.1371/journal.pgen.1000840 · Cited by 75
Quach, H., Wilson, D. J., Laval, G., Patin, É., Manry, J., Guibert, J., Barreiro, L. B., Nerrienet, E., Verschoor, E. J., Gessain, A., et al. (2013) · Human Molecular Genetics · doi:10.1093/hmg/ddt335 · Cited by 52
Preserving immune diversity through ancient inheritance and admixture
Ségurel, L., & Quintana‐Murci, L. (2014) · Current Opinion in Immunology · doi:10.1016/j.coi.2014.08.002 · Cited by 23
Cited by
Sorted by citations
A high-coverage Neandertal genome from Vindija Cave in Croatia
Prüfer, K., de Filippo, C., Grote, S., Mafessoni, F., Korlević, P., Hajdinjak, M., Vernot, B., Skov, L., Hsieh, P., Peyrégne, S., et al. (2017) · Science · doi:10.1126/science.aao1887 · Cited by 719
Self-citationThe major genetic risk factor for severe COVID-19 is inherited from Neanderthals
Zeberg, H., & Pääbo, S. (2020) · Nature · doi:10.1038/s41586-020-2818-3 · Cited by 636
Insights from genomes into the evolutionary importance and prevalence of hybridization in nature
Taylor, S. A., & Larson, E. L. (2019) · Nature Ecology & Evolution · doi:10.1038/s41559-018-0777-y · Cited by 606
Genetic Ancestry and Natural Selection Drive Population Differences in Immune Responses to Pathogens
Nédélec, Y., Sanz, J., Baharian, G., Szpiech, Z. A., Pacis, A., Dumaine, A., Grenier, J.-C., Freiman, A., Sams, A. J., Hebert, S., et al. (2016) · Cell · doi:10.1016/j.cell.2016.09.025 · Cited by 512
Natural selection interacts with recombination to shape the evolution of hybrid genomes
Schumer, M., Xu, C., Powell, D. L., Durvasula, A., Skov, L., Holland, C., Blazier, J. C., Sankararaman, S., Andolfatto, P., Rosenthal, G. G., et al. (2018) · Science · doi:10.1126/science.aar3684 · Cited by 412
Metadata
- Authors
- Dannemann, M., Andrés, A. M., & Kelso, J.
- Affiliations
- Max Planck Institute for Evolutionary Anthropology (DE)
- Corresponding author
- Kelso, Janet
- Venue
- The American Journal of Human Genetics
- Publisher
- Elsevier BV
- Published
- 2016-01
- Volume
- 98
- Issue
- 1
- Pages
- 22-33
- ISSN
- 0002-9297 (ISSN-L)
- PMC
- PMC4716682
- OpenAlex
- W2226561648
- Cited by
- 249
- References
- 61
- Citations by year
- 2026: 16 · 2025: 10 · 2024: 19 · 2023: 17 · 2022: 22 · 2021: 30 · 2020: 27 · 2019: 30 · 2018: 24 · 2017: 23 · 2016: 29
- FWCI
- 137.50
- Type
- journal article
- Language
- en
- Update notices
- erratum (2016-02-04)
- Open access
- hybrid
- doi.org
- Licence
- Locations
- The American Journal of Human Genetics (publishedVersion, cc-by-nc-nd)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, cc-by-nc-nd)
- Funders
- Deutsche Forschungsgemeinschaft (SFB 1052, project A02)
- Max-Planck-Gesellschaft
- 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 Associations and Epidemiology
- Keywords
- adaptive introgression, Neanderthals, Denisovans, Toll-like receptors, archaic human admixture, positive selection, innate immunity, microbial resistance, allergic diseases, gene expression, allele frequency, genetic differentiation
- MeSH terms
- Adaptation, Physiological, Animals, Cell Line, Haplotypes, Humans, Polymorphism, Single Nucleotide, Toll-Like Receptors, Neanderthals
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review