Inference of Admixture Origins in Indigenous African Cattle
Open accessAbstract
Present-day African cattle retain a unique genetic profile composed of a mixture of the Bos taurus and Bos indicus populations introduced into the continent at different time periods. However, details of the admixture history and the exact origins of the source populations remain obscure. Here, we infer the source of admixture in the earliest domestic cattle in Africa, African taurine. We detect a significant contribution (up to ∼20%) from a basal taurine lineage, which might represent the now-extinct African aurochs. In addition, we show that the indicine ancestry of African cattle, although most closely related to so-far sampled North Indian indicine breeds, has a small amount of additional genetic affinity to Southeast Asian indicine breeds. Our findings support the hypothesis of aurochs introgression into African taurine and generate a novel hypothesis that the origin of indicine ancestry in Africa might be different indicine populations than the ones found in North India today.
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
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?
The indicine ancestry in African cattle does not entirely correspond with northern Indian zebu cattle, but shows similarities to Southeast Asian zebu cattle, indicating exchanges between zebu cattle introduced to Africa and Southeast Asian herds in the expansion.
“Notably, the indicine ancestry in African cattle does not entirely correspond with northern Indian zebu cattle, but shows similarities to Southeast Asian zebu cattle, which indicates exchanges between zebu cattle introduced to Africa and Southeast Asian herds in the expansion [46,47].”
From The Genomic Landscape of Cattle: Domestication, Dispersal, and Adaptive Evolution (2026) · cites this paper as [46]
Split into 2 atoms — 1 confirmed, 0 partially supported, 1 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredAncient Moroccan wild ox samples exhibit a closer kinship to the African taurine ancestry than to the European taurine ancestry, while African taurine cattle possess ~20% ancestry attributed to African aurochs.
“Ancient Moroccan wild ox samples exhibit a closer kinship to the African taurine ancestry than to the European taurine ancestry, while African taurine cattle possess ~20% ancestry attributed to African aurochs, providing a genetic signature distinct from their European counterparts [46].”
From The Genomic Landscape of Cattle: Domestication, Dispersal, and Adaptive Evolution (2026) · cites this paper as [46]
The Results section reports that Moroccan aurochs have the highest genetic affinity with the African taurine breeds Muturu and N’Dama, and the Discussion says they have higher affinity with African than Eurasian taurines. The paper estimates roughly 10–20% admixture from a basal taurine lineage, but the Discussion explicitly says African aurochs introgression is unlikely to explain all of that signal. It therefore does not establish that the full ~20% came from African aurochs. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Gapped BLAST and PSI-BLAST: a new generation of protein database search programs
Altschul, S. (1997) · Nucleic Acids Research · doi:10.1093/nar/25.17.3389 · Cited by 73,302 · see citing works
Trimmomatic: a flexible trimmer for Illumina sequence data
Bolger, A. M., Lohse, M., & Usadel, B. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu170 · Cited by 65,548 · see citing works
The Sequence Alignment/Map format and SAMtools
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., & 1000 Genome Project Data Processing Subgroup (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp352 · Cited by 62,041 · see citing works
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607 · see citing works
Cutadapt removes adapter sequences from high-throughput sequencing reads
Martin, M. (2011) · EMBnet.journal · doi:10.14806/ej.17.1.200 · Cited by 33,889 · see citing works
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data
McKenna, A., Hanna, M., Banks, E., Sivachenko, A., Cibulskis, K., Kernytsky, A., Garimella, K., Altshuler, D., Gabriel, S., Daly, M., et al. (2010) · Genome Research · doi:10.1101/gr.107524.110 · Cited by 27,895 · see citing works
Population Structure and Eigenanalysis
Patterson, N., Price, A. L., & Reich, D. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020190 · Cited by 5,280 · see citing works
Ancient Admixture in Human History
Patterson, N., Moorjani, P., Luo, Y., Mallick, S., Rohland, N., Zhan, Y., Genschoreck, T., Webster, T., & Reich, D. (2012) · Genetics · doi:10.1534/genetics.112.145037 · Cited by 2,848 · see citing works
Inference of population splits and mixtures from genome-wide allele frequency data
Pickrell, J. K., & Pritchard, J. K. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002967 · Cited by 2,731 · see citing works
AdapterRemoval v2: rapid adapter trimming, identification, and read merging
Schubert, M., Lindgreen, S., & Orlando, L. (2016) · BMC Research Notes · doi:10.1186/s13104-016-1900-2 · Cited by 2,091 · see citing works
mapDamage2.0: fast approximate Bayesian estimates of ancient DNA damage parameters
Jónsson, H., Ginolhac, A., Schubert, M., Johnson, P. L. F., & Orlando, L. (2013) · Bioinformatics · doi:10.1093/bioinformatics/btt193 · Cited by 1,669 · see citing works
Inference of Population Structure using Dense Haplotype Data
Lawson, D. J., Hellenthal, G., Myers, S., & Falush, D. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002453 · Cited by 1,188 · see citing works
Evidence for Two Independent Domestications of Cattle
Loftus, R. T., MacHugh, D. E., Bradley, D. G., Sharp, P. M., & Cunningham, P. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.7.2757 · Cited by 812 · see citing works
A genetic atlas of human admixture history
Hellenthal, G., Busby, G. B. J., Band, G., Wilson, J. F., Capelli, C., Falush, D., & Myers, S. (2014) · Science · doi:10.1126/science.1243518 · Cited by 798 · see citing works
The formation of human populations in South and Central Asia
Narasimhan, V. M., Patterson, N. J., Moorjani, P., Rohland, N., Bernardos, R. L., Mallick, S., Lazaridis, I., Nakatsuka, N. J., Olalde, Í., Lipson, M., et al. (2019) · Science · doi:10.1126/science.aat7487 · Cited by 767 · see citing works
Genetic Evidence for Near-Eastern Origins of European Cattle
Troy, C. S., MacHugh, D. E., Bailey, J. F., Magee, D. A., Loftus, R. T., Cunningham, P., Chamberlain, A. T., Sykes, B. C., & Bradley, D. G. (2001) · Nature · doi:10.1038/35074088 · Cited by 627 · see citing works
Mitochondrial diversity and the origins of African and European cattle
Bradley, D. G., MacHugh, D. E., Cunningham, P., & Loftus, R. T. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.10.5131 · Cited by 584 · see citing works
MacHugh, D. E., Shriver, M. D., Loftus, R. T., Cunningham, P., & Bradley, D. G. (1997) · Genetics · doi:10.1093/genetics/146.3.1071 · Cited by 547 · see citing works
Worldwide Patterns of Ancestry, Divergence, and Admixture in Domesticated Cattle
Decker, J. E., McKay, S. D., Rolf, M. M., Kim, J., Molina Alcalá, A., Sonstegard, T. S., Hanotte, O., Götherström, A., Seabury, C. M., Praharani, L., et al. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004254 · Cited by 521 · see citing works
Self-citationEAGER: efficient ancient genome reconstruction
Peltzer, A., Jäger, G., Herbig, A., Seitz, A., Kniep, C., Krause, J., & Nieselt, K. (2016) · Genome Biology · doi:10.1186/s13059-016-0918-z · Cited by 509 · see citing works
Jun, G., Wing, M. K., Abecasis, G. R., & Kang, H. M. (2015) · Genome Research · doi:10.1101/gr.176552.114 · Cited by 484 · see citing works
Inferring admixture histories of human populations using linkage disequilibrium
Loh, P.-R., Lipson, M., Patterson, N., Moorjani, P., Pickrell, J. K., Reich, D., & Berger, B. (2013) · Genetics · doi:10.1534/genetics.112.147330 · Cited by 466 · see citing works
Efficient ancestry and mutation simulation with msprime 1.0
Baumdicker, F., Bisschop, G., Goldstein, D., Gower, G., Ragsdale, A. P., Tsambos, G., Zhu, S. J., Eldon, B., Ellerman, E. C., Galloway, J., et al. (2021) · Genetics · doi:10.1093/genetics/iyab229 · Cited by 439 · see citing works
(1971) · CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research) · Cited by 426 · see citing works
Reconstructing Prehistoric African Population Structure
Skoglund, P., Thompson, J. C., Prendergast, M. E., Mittnik, A., Sirak, K. A., Hajdinjak, M., Salie, T., Rohland, N., Mallick, S., Peltzer, A., et al. (2017) · Cell · doi:10.1016/j.cell.2017.08.049 · Cited by 410 · see citing works
Chen, N., Cai, Y., Chen, Q., Li, R., Wang, K., Huang, Y., Hu, S., Huang, S., Zhang, H., Zheng, Z., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-04737-0 · Cited by 403 · see citing works
Haplotype Estimation Using Sequencing Reads
Delaneau, O., Howie, B., Cox, A. J., Zagury, J., & Marchini, J. (2013) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2013.09.002 · Cited by 396 · see citing works
- Invited Review - African Indigenous Cattle: Unique Genetic Resources in a Rapidly Changing World
Mwai, O., Hanotte, O., Kwon, Y.-J., & Cho, S. (2015) · Asian-Australasian Journal of Animal Sciences · doi:10.5713/ajas.15.0002r · Cited by 300 · see citing works
Self-citationMitochondrial Genomes of Extinct Aurochs Survive in Domestic Cattle
Achilli, A., Olivieri, A., Pellecchia, M., Uboldi, C., Colli, L., Al-Zahery, N., Accetturo, M., Pala, M., Kashani, B. H., Perego, U. A., et al. (2008) · Current Biology · doi:10.1016/j.cub.2008.01.019 · Cited by 290 · see citing works
Domesticating animals in Africa: implications of genetic and archaeological findings
Gifford-Gonzalez, D., & Hanotte, O. (2011) · Journal of World Prehistory · doi:10.1007/s10963-010-9042-2 · Cited by 274 · see citing works
Self-citationOn the limits of fitting complex models of population history to f-statistics
Maier, R., Flegontov, P., Flegontova, O., Işıldak, U., Changmai, P., & Reich, D. (2023) · eLife · doi:10.7554/elife.85492 · Cited by 274 · see citing works
Bibi, F. (2013) · BMC Evolutionary Biology · doi:10.1186/1471-2148-13-166 · Cited by 265 · see citing works
Zebu Cattle Are an Exclusive Legacy of the South Asia Neolithic
Chen, S., Lin, B.-Z., Baig, M., Mitra, B., Lopes, R. J., Santos, A. M., Magee, D. A., Azevedo, M., Tarroso, P., Sasazaki, S., et al. (2010) · Molecular Biology and Evolution · doi:10.1093/molbev/msp213 · Cited by 248 · see citing works
Pleistocene North African genomes link Near Eastern and sub-Saharan African human populations
van de Loosdrecht, M. S., Bouzouggar, A., Humphrey, L., Posth, C., Barton, N., Aximu‐Petri, A., Nickel, B., Nagel, S., Talbi, E. H., Hajraoui, M. A. E., et al. (2018) · Science · doi:10.1126/science.aar8380 · Cited by 241 · see citing works
Self-citationPervasive introgression facilitated domestication and adaptation in the Bos species complex
Wu, D., Ding, X., Wang, S., Wójcik, J. M., Zhang, Y., Tokarska, M., Li, Y., Wang, M.-S., Faruque, O., Nielsen, R., et al. (2018) · Nature Ecology & Evolution · doi:10.1038/s41559-018-0562-y · Cited by 233 · see citing works
Park, S. D. E., Magee, D. A., McGettigan, P., Teasdale, M. D., Edwards, C. J., Lohan, A. J., Murphy, A., Braud, M., Donoghue, M. T. A., Liu, Y., et al. (2015) · Genome biology · doi:10.1186/s13059-015-0790-2 · Cited by 228 · see citing works
Ancient Cattle Genomics, Origins, and Rapid Turnover in the Fertile Crescent
Verdugo, M. P., Mullin, V. E., Scheu, A., Mattiangeli, V., Daly, K. G., Maisano Delser, P., Hare, A. J., Burger, J., Collins, M. J., Kehati, R., et al. (2019) · Science · doi:10.1126/science.aav1002 · Cited by 227 · see citing works
Nabta Playa and Its Role in Northeastern African Prehistory
Wendorf, F., & Schild, R. (1998) · Journal of Anthropological Archaeology · doi:10.1006/jaar.1998.0319 · Cited by 220 · see citing works
Domestication of Cattle: Two or Three Events?
Pitt, D., Sevane, N., Nicolazzi, E. L., MacHugh, D. E., Park, S. D. E., Colli, L., Martinez, R., Bruford, M. W., & Orozco‐terWengel, P. (2019) · Evolutionary Applications · doi:10.1111/eva.12674 · Cited by 195 · see citing works
Modern taurine cattle descended from small number of near-eastern founders
Bollongino, R., Burger, J., Powell, A., Mashkour, M., Vigne, J.-D., & Thomas, M. G. (2012) · Molecular Biology and Evolution · doi:10.1093/molbev/mss092 · Cited by 188 · see citing works
The Mosaic Genome of Indigenous African Cattle as a Unique Genetic Resource for African Pastoralism
Kim, K., Kwon, T., Dessie, T., Yoo, D., Mwai, O. A., Jang, J., Sung, S., Lee, S., Salim, B., Jung, J., et al. (2020) · Nature Genetics · doi:10.1038/s41588-020-0694-2 · Cited by 140 · see citing works
Self-citationGenomic clues of the evolutionary history of <i>Bos indicus</i> cattle
Utsunomiya, Y. T., Milanesi, M., Fortes, M. R. S., Porto‐Neto, L. R., Utsunomiya, A. T. H., Silva, M. V. G. B., Garcia, J. F., & Ajmone‐Marsan, P. (2019) · Animal Genetics · doi:10.1111/age.12836 · Cited by 128 · see citing works
Origin and Spread of Bos taurus: New Clues from Mitochondrial Genomes Belonging to Haplogroup T1
Bonfiglio, S., Ginja, C., De Gaetano, A., Achilli, A., Olivieri, A., Colli, L., Tesfaye, K., Agha, S. H., Gama, L. T., Cattonaro, F., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038601 · Cited by 106 · see citing works
Adaptive admixture in the W est A frican bovine hybrid zone: insight from the B orgou population
Flori, L., Thévenon, S., Dayo, G., Sènou, M., Sylla, S., Berthier, D., Moazami‐Goudarzi, K., & Gautier, M. (2014) · Molecular Ecology · doi:10.1111/mec.12816 · Cited by 88 · see citing works
Early North African Cattle Domestication and Its Ecological Setting: A Reassessment
Brass, M. J. (2017) · Journal of World Prehistory · doi:10.1007/s10963-017-9112-9 · Cited by 68 · see citing works
An efficient method to identify, date, and describe admixture events using haplotype informationPreprint
Wangkumhang, P., Greenfield, M., & Hellenthal, G. (2022) · Genome Research · doi:10.1101/gr.275994.121 · Cited by 54 · see citing works
Ginja, C., Guimarães, S. M. F., da Fonseca, R. R., Rasteiro, R., Rodríguez-Varela, R., Simões, L. G., Sarmento, C. D., Belarte, M. C., Kallala, N., Torres, J. R., et al. (2023) · iScience · doi:10.1016/j.isci.2023.107196 · Cited by 27 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Smith AB. Pastoralism in Africa. In Oxford research encyclopedia of African history; 2021.
Cited by
Sorted by citations
Evolution and Legacy of East Asian Aurochs
Hou, J., Guan, X., Xia, X., Lyu, Y., Liu, X., Mazei, Y., Xie, P., Chang, F., Zhang, X., Chen, J., et al. (2024) · Science Bulletin · doi:10.1016/j.scib.2024.09.016 · Cited by 22 · see citing works
Ancient Genomes Illuminate the Origins and Dynamic History of East Asian Cattle
Cai, D., Kim, D., Zhang, N., Wang, X., Li, T., Li, J., Li, C., Lian, S., Shao, X., Hu, S., et al. (2025) · Science · doi:10.1126/science.adu9904 · Cited by 11 · see citing works
Self-citationThe Genomic Landscape of Cattle: Domestication, Dispersal, and Adaptive Evolution
Liu, Y., Dao, W., Gao, R., Fan, X., Yang, R., & Miao, Y. (2026) · Animals · doi:10.3390/ani16050776 · Cited by 1 · see citing works
- Authors
- Kim, K., Kim, D., Hanotte, O., Lee, C., Kim, H., & Jeong, C.
- Affiliations
- Seoul National University (KR)
- Roslin Institute (GB)
- The Jackson Laboratory for Genomic Medicine (US)
- Corresponding author
- Kim, Heebal
- Jeong, Choongwon
- Venue
- Molecular Biology and Evolution
- Publisher
- Oxford University Press (OUP)
- Published
- 2023-11-23
- Volume
- 40
- Issue
- 12
- ISSN
- 0737-4038 (ISSN-L)
- 1537-1719
- PMC
- PMC10701095
- OpenAlex
- W4388928526
- Cited by
- 24
- References
- 47
- Citations by year
- 2026: 9 · 2025: 11 · 2024: 4
- FWCI
- 3.98
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Molecular Biology and Evolution (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Repository@Nottingham (University of Nottingham) (publishedVersion, other-oa)
- Repository@Nottingham (University of Nottingham) (submittedVersion, cc-by)
- CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research) (submittedVersion, cc-by)
- The Mouseion at the JAXlibrary (Jackson Laboratory) (submittedVersion, cc-by)
- Seoul National University Open Repository (Seoul National University) (submittedVersion)
- Funders
- Bill & Melinda Gates Foundation
- UK Foreign, Commonwealth, and Development Office (OPP1127286, INV—040641)
- Centre for Tropical Livestock Genetics and Health
- University of Edinburgh
- SRUC
- International Livestock Research Institute
- Jackson Laboratory Postdoctoral Scholar Award
- National Research Foundation of Korea (2023-00212640, NRF-2021R1A2C2094111)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic and phenotypic traits in livestock
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic diversity and population structure
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Forensic and Genetic Research
- Keywords
- African cattle, cattle, Bos indicus, introgression, cattle genomics
- MeSH terms
- Africa, Animals, Breeding, Cattle, Genetics, Population, India
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