Abstract
The genus Macaca is widely distributed, occupies a variety of habitats, shows diverse phenotypic characteristics, and is one of the best-studied genera of nonhuman primates. Here, we reported five re-sequencing Macaca genomes, including one M. cyclopis, one M. fuscata, one M. thibetana, one M. silenus, and one M. sylvanus. Together with published genomes of other macaque species, we combined 20 genome sequences of 10 macaque species to investigate the gene introgression and genetic differences among the species. The network analysis of the SNV-fragment trees indicates a reticular phylogeny of macaque species. Combining the results from various analytical methods, we identified extensive ancient introgression events among macaque species. The multiple introgression signals between different species groups were also observed, such as between fascicularis group species and silenus group species. However, gene flow signals between fascicularis and sinica group were not as strong as those between fascicularis group and silenus group. On the other hand, the unidirect gene flow in M. arctoides probably occurred between the progenitor of M. arctoides and the common ancestor of fascicularis group. Our study also shows that the genetic backgrounds and genetic diversity of different macaques vary dramatically among species, even among populations of the same species. In conclusion, using whole genome sequences and multiple methods, we have studied the evolutionary history of the genus Macaca and provided evidence for extensive introgression among the species.
Similar content being viewed by others
Data Availability
The raw sequencing reads for de novo sequencing have been submitted to NCBI Short Read Archive under accession number PRJNA779036. The re-sequencing data have been deposited in the NCBI Short Read Archive (SRR11921216-SRR11921219, SRR11927939-SRR11927943, SRR11927944-SRR11927948).
References
Abbott R, Albach D, Ansell S, Arntzen JW, Baird SJE, Bierne N, Boughman J, Brelsford A, Buerkle CA, Buggs R, Butlin RK, Dieckmann U, Eroukhmanoff F, Grill A, Cahan SH, Hermansen JS, Hewitt G, Hudson AG, Jiggins C, Jones J, Keller B, Marczewski T, Mallet J, Martinez-Rodriguez P, Most M, Mullen S, Nichols R, Nolte AW, Parisod C, Pfennig K, Rice AM, Ritchie MG, Seifert B, Smadja CM, Stelkens R, Szymura JM, Väinölä R, Wolf JBW, Zinner D (2013) Hybridization and speciation. J Evol Biol 26(2):229–246
Ackermann RR, Bishop JM (2010) Morphological and molecular evidence reveals recent hybridization between gorilla taxa. Evolution 64(10):271–290
Alexander DH, Novembre J, Lange K (2009) Fast model-based estimation of ancestry in unrelated individuals. Genome Res 19(9):1655–1664
Blancher A, Bonhomme M, Crouau-Roy B, Terao K, Kitano T, Saitou N (2008) Mitochondrial DNA sequence phylogeny of four populations of the widely distributed cynomolgus macaque (Macaca fascicularis fascicularis). J Hered 99(3):254–264
Bonhomme M, Cuartero S, Blancher A, Crouau-Roy B (2009) Assessing natural introgression in two biomedical model species, the rhesus macaque (Macaca mulatta) and the long-tailed macaque (Macaca fascicularis). J Hered 100(2):158–169
Bunlungsup S, Kanthaswamy S, Oldt RF, Smith DG, Houghton P, Hamada Y, Malaivijitnond S (2017) Genetic analysis of samples from wild populations opens new perspectives on hybridization between long-tailed (Macaca fascicularis) and rhesus macaques (Macaca mulatta). Am J Primatol 79(3):e22621
Chalk TB, Hain MP, Foster GL, Rohling EJ, Sexton PF, Badger M, Cherry SG, Hasenfratz AP, Haug GH, Jaccard SL, Martinez-Garcia A, Palike H, Pancost RD, Wilson PA (2017) Causes of ice age intensification across the mid-pleistocene transition. Proc Natl Acad Sci USA 114(50):13114–13119
Ciani AC, Stanyon R, Scheffrahn W, Sampurno B (1989) Evidence of gene flow between Sulawesi macaques. Am J Primatol 17(3):257–270
Cortes-Ortiz L, Duda TF, Canales-Espinosa D, Garcia-Orduna F, Rodriguez-Luna E (2007) Hybridization in large-bodied new world primates. Genetics 176(4):2421–2425
Delson E (1980) Fossil macaques, phyletic relationships and a scenario of deployment. Macaques Stud Ecol Behav Evol 10:30
DePristo MA, Banks E, Poplin R, Garimella KV, Maguire JR, Hartl C, Philippakis AA, del Angel G, Rivas MA, Hanna M, McKenna A, Fennell TJ, Kernytsky AM, Sivachenko AY, Cibulskis K, Gabriel SB, Altshuler D, Daly MJ (2011) A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nat Genet 43(5):491–498
Durand EY, Patterson N, Reich D, Slatkin M (2011) Testing for ancient admixture between closely related populations. Mol Biol Evol 28(8):2239–2252
Edelman NB, Frandsen PB, Miyagi M, Clavijo B, Davey J, Dikow RB, Garcia-Accinelli G, Van Belleghem SM, Patterson N, Neafsey DE, Challis R, Kumar S, Moreira G, Salazar C, Chouteau M, Counterman BA, Papa R, Blaxter M, Reed RD, Dasmahapatra KK, Kronforst M, Joron M, Jiggins CD, McMillan WO, Di Palma F, Blumberg AJ, Wakeley J, Jaffe D, Mallet J (2019) Genomic architecture and introgression shape a butterfly radiation. Science 366(6465):594–599
Eudey AA (1979) Differentiation and dispersal of macaques (Macaca spp.) in Asia. California University, California
Evans BJ, Supriatna J, Melnick DJ (2001) Hybridization and population genetics of two macaque species in Sulawesi, Indonesia. Evolution 55(9):1686–1702
Evans BJ, Supriatna J, Andayani N, Setiadi MI, Cannatella DC, Melnick DJ (2003) Monkeys and toads define areas of endemism on Sulawesi. Evolution 57(7):1436–1443
Evans BJ, Tosi AJ, Zeng K, Dushoff J, Corvelo A, Melnick DJ (2017) Speciation over the edge: gene flow among non-human primate species across a formidable biogeographic barrier. R Soc Open Sci 4(9):170351
Fan Z, Zhao G, Li P, Osada N, Xing J, Yi Y, Du L, Silva P, Wang H, Sakate R, Zhang X, Xu H, Yue B, Li J (2014) Whole-genome sequencing of Tibetan macaque (Macaca thibetana) provides new insight into the macaque evolutionary history. Mol Biol Evol 31(6):1475–1489
Fan P, Liu Y, Zhang Z, Zhao C, Li C, Liu W, Liu Z, Li M (2017) Phylogenetic position of the white-cheeked macaque (Macaca leucogenys), a newly described primate from southeastern Tibet. Mol Phylogenet Evol 107:80–89
Fan Z, Zhou A, Osada N, Yu J, Jiang J, Li P, Du L, Niu L, Deng J, Xu H, Xing J, Yue B, Li J (2018) Ancient hybridization and admixture in macaques (genus Macaca) inferred from whole genome sequences. Mol Phylogenet Evol 127:376–386
Fang X, Zhang Y, Zhang R, Yang L, Li M, Ye K, Guo X, Wang J, Su B (2011) Genome sequence and global sequence variation map with 5.5 million SNPs in Chinese rhesus macaque. Genome Biol 12(7):R63
Fooden J (1979) Taxonomy and evolution of the sinica group of macaques: I. Species and subspecies accounts of Macaca sinica. Primates 20(2):109–140
Fooden J (1995) Systematic Review of Southeast Asian Longtail Macaques, Macaca fascicularis (Raffles, [1821]). Fieldiana Zool 81:1–206
Freedman AH, Gronau I, Schweizer RM, Ortega-Del Vecchyo D, Han E, Silva PM, Galaverni M, Fan Z, Marx P, Lorente-Galdos B, Beale H, Ramirez O, Hormozdiari F, Alkan C, Vila C, Squire K, Geffen E, Kusak J, Boyko AR, Parker HG, Lee C, Tadigotla V, Wilton A, Siepel A, Bustamante CD, Harkins TT, Nelson SF, Ostrander EA, Marques-Bonet T, Wayne RK, Novembre J (2014) Genome sequencing highlights the dynamic early history of dogs. PLoS Genet 10(12):e1004016
Gronau I, Hubisz MJ, Gulko B, Danko CG, Siepel A (2011) Bayesian inference of ancient human demography from individual genome sequences. Nat Genet 43(10):1031–1034
Hamada Y, Urasopon N, Hadi I, Malaivijitnond S (2006) Body size and proportions and pelage color of free-ranging Macaca mulatta from a zone of hybridization in northeastern Thailand. Int J Primatol 27(2):497–513
Hamada Y, Yamamoto A, Kunimatsu Y, Tojima S, Mouri T, Kawamoto Y (2012) Variability of tail length in hybrids of the Japanese macaque (Macaca fuscata) and the Taiwanese macaque (M. cyclopis). Primates 53(4):397–411
Hamada Y, San AM, Malaivijitnond S (2016) Assessment of the hybridization between rhesus (Macaca mulatta) and long-tailed macaques (M. fascicularis) based on morphological characters. Am J Phys Anthropol 159(2):189–198
Hey J, Nielsen R (2004) Multilocus methods for estimating population sizes, migration rates and divergence time, with applications to the divergence of Drosophila pseudoobscura and D. persimilis. Genetics 167(2):747–760
Hey J, Wang K (2019) The effect of undetected recombination on genealogy sampling and inference under an isolation-with-migration model. Mol Ecol Resour 19(6):1593–1609
Hey J, Chung Y, Sethuraman A, Lachance J, Tishkoff S, Sousa VC, Wang Y (2018) Phylogeny estimation by integration over isolation with migration models. Mol Biol Evol 35(11):2805–2818
Higashino A, Sakate R, Kameoka Y, Takahashi I, Hirata M, Tanuma R, Masui T, Yasutomi Y, Osada N (2012) Whole-genome sequencing and analysis of the Malaysian cynomolgus macaque (Macaca fascicularis) genome. Genome Biol 13(7):R58
Hoang DT, Chernomor O, von Haeseler A, Minh BQ, Vinh LS (2018) UFBoot2: improving the ultrafast bootstrap approximation. Mol Biol Evol 35(2):518–522
Hoelzer GA, Melnick DJ (1996) Evolutionary relationships of the macaques. Evolution and ecology of macaque societies. Cambridge University, Cambridge
Hudson RR, Kaplan NL (1985) Statistical properties of the number of recombination events in the history of a sample of DNA sequences. Genetics 111(1):147–164
Ito T, Kanthaswamy S, Bunlungsup S, Oldt RF, Houghton P, Hamada Y, Malaivijitnond S (2020) Secondary contact and genomic admixture between rhesus and long-tailed macaques in the Indochina Peninsula. J Evol Biol 33(8):1164–1179
Jiang J, Yu J, Li J, Li P, Fan Z, Niu L, Deng J, Yue B, Li J (2016) Mitochondrial genome and nuclear markers provide new insight into the evolutionary history of macaques. PLoS ONE 11(6):e0154665
Kalyaanamoorthy S, Minh BQ, Wong T, von Haeseler A, Jermiin LS (2017) ModelFinder: fast model selection for accurate phylogenetic estimates. Nat Methods 14(6):587–589
Koyama N, Takahata Y, Huffman MA, Norikoshi K, Suzuki H (1992) Reproductive parameters of female Japanese macaques: thirty years data from the arashiyama troops, Japan. Primates 33(1):33–47
Kumar S, Stecher G, Suleski M, Hedges SB (2017) TimeTree: a resource for timelines, timetrees, and divergence times. Mol Biol Evol 34(7):1812–1819
Langmead B, Salzberg SL (2012) Fast gapped-read alignment with Bowtie 2. Nat Methods 9(4):357–359
Li H, Durbin R (2011) Inference of human population history from individual whole-genome sequences. Nature 475(7357):493–496
Li J, Han K, Xing J, Kim HS, Rogers J, Ryder OA, Disotell T, Yue B, Batzer MA (2009) Phylogeny of the macaques (Cercopithecidae: Macaca) based on Alu elements. Gene 448(2):242–249
Matsudaira K, Hamada Y, Bunlungsup S, Ishida T, San AM, Malaivijitnond S (2018) Whole mitochondrial genomic and y-chromosomal phylogenies of burmese long-tailed macaque (Macaca fascicularis aurea) suggest ancient hybridization between fascicularis and sinica species groups. J Hered 109(4):360–371
Nguyen LT, Schmidt HA, von Haeseler A, Minh BQ (2015) IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol Biol Evol 32(1):268–274
Nielsen R, Wakeley J (2001) Distinguishing migration from isolation: a Markov chain Monte Carlo approach. Genetics 158(2):885–896
Osada N, Uno Y, Mineta K, Kameoka Y, Takahashi I, Terao K (2010) Ancient genome-wide admixture extends beyond the current hybrid zone between Macaca fascicularis and M. mulatta. Mol Ecol 19(14):2884–2895
Osada N, Hettiarachchi N, Adeyemi BI, Saitou N, Blancher A (2015) Whole-genome sequencing of six Mauritian Cynomolgus macaques (Macaca fascicularis) reveals a genome-wide pattern of polymorphisms under extreme population bottleneck. Genome Biol Evol 7(3):821–830
Patterson N, Price AL, Reich D (2006) Population structure and eigenanalysis. PLoS Genet 2(12):e190
Patterson N, Moorjani P, Luo Y, Mallick S, Rohland N, Zhan Y, Genschoreck T, Webster T, Reich D (2012) Ancient admixture in human history. Genetics 192(3):1065–1093
Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81(3):559–575
Reich D, Green RE, Kircher M, Krause J, Patterson N, Durand EY, Viola B, Briggs AW, Stenzel U, Johnson PL, Maricic T, Good JM, Marques-Bonet T, Alkan C, Fu Q, Mallick S, Li H, Meyer M, Eichler EE, Stoneking M, Richards M, Talamo S, Shunkov MV, Derevianko AP, Hublin JJ, Kelso J, Slatkin M, Pääbo S (2010) Genetic history of an archaic hominin group from Denisova Cave in Siberia. Nature 468(7327):1053–1060
Rivas-González I, Rousselle M, Li F, Zhou L, Dutheil JY, Munch K, Shao Y, Wu D, Schierup M, Zhang G (2023) Pervasive incomplete lineage sorting illuminates speciation and selection in primates. Science 380(6648):eabn4409
Roos C, Boonratana R, Supriatna J, Fellowes J, Groves C, Nash S, Rylands A, Mittermeier R (2014) An updated taxonomy and conservation status review of Asian primates. Asian Primates J 4:2–38
Roos C, Kothe M, Alba DM, Delson E, Zinner D (2019) The radiation of macaques out of Africa: evidence from mitogenome divergence times and the fossil record. J Hum Evol 133:114–132
Sambrock J, Russel DW (2001) Molecular cloning: a laboratory manual, 3rd edn. CSHL Press, New York
Schliep KP (2011) phangorn: phylogenetic analysis in R. Bioinformatics 27(4):592–593
Smith DG, McDonough JW, George DA (2007) Mitochondrial DNA variation within and among regional populations of longtail macaques (Macaca fascicularis) in relation to other species of the fascicularis group of macaques. Am J Primatol 69(2):182–198
Song Y, Jiang C, Li KH, Li J, Qiu H, Price M, Fan ZX, Li J (2021) Genome-wide analysis reveals signatures of complex introgressive gene flow in macaques (genus Macaca). Zool Res 42(4):433–449
Stamatakis A (2014) RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics 30(9):1312–1313
Stephens M, Smith NJ, Donnelly P (2001) A new statistical method for haplotype reconstruction from population data. Am J Hum Genet 68(4):978–989
Stevison LS, Kohn MH (2008) Determining genetic background in captive stocks of cynomolgus macaques (Macaca fascicularis). J Med Primatol 37(5):311–317
Stevison LS, Kohn MH (2009) Divergence population genetic analysis of hybridization between rhesus and cynomolgus macaques. Mol Ecol 18(12):2457–2475
Sugiyama Y, Kurita H, Matsui T, Kimoto S, Shimomura T (2009) Carrying of dead infants by Japanese macaque (Macaca fuscata) mothers. Anthropol Sci 117(2):113–119
Sussman RW, Tattersall I (2008) Distribution, abundance, and putative ecological strategy of Macaca fascicularis on the Island of Mauritius, Southwestern Indian Ocean. Folia Primatol 46(1):28–43
Takahata Y, Suzuki S, Agetsuma N, Okayasu N, Sprague DS (1998) Reproduction of wild Japanese macaque females of Yakushima and Kinkazan Islands: a preliminary report. Primates 39(3):339–349
Tan X, Qi J, Liu Z, Fan P, Liu G, Zhang L, Shen Y, Li J, Roos C, Zhou X, Li M (2023) Phylogenomics reveals high levels of incomplete lineage sorting at the ancestral nodes of the macaque radiation. Mol Biol Evol 40(11):msad229
Tosi AJ, Morales JC, Melnick DJ (2000) Comparison of Y chromosome and mtDNA phylogenies leads to unique inferences of macaque evolutionary history. Mol Phylogenet Evol 17:133–144
Tosi AJ, Disotell TR, Morales JC, Melnick DJ (2003a) Cercopithecine Y-chromosome data provide a test of competing morphological evolutionary hypotheses. Mol Phylogenet Evol 27(3):510–521
Tosi AJ, Morales JC, Melnick DJ (2003b) Paternal, maternal, and biparental molecular markers provide unique windows onto the evolutionary history of macaque monkeys. Evolution 57:1419–1435
Tung J, Barreiro LB (2017) The contribution of admixture to primate evolution. Curr Opin Genet Dev 47:61–68
Vanderpool D, Minh BQ, Lanfear R, Hughes D, Murali S, Harris RA, Raveendran M, Muzny DM, Hibbins MS, Williamson RJ, Gibbs RA, Worley KC, Rogers J, Hahn MW (2020) Primate phylogenomics uncovers multiple rapid radiations and ancient interspecific introgression. PLoS Biol 18:e3000954
Yan G, Zhang G, Fang X, Zhang Y, Li C, Ling F, Cooper DN, Li Q, Li Y, van Gool AJ, Du H, Chen J, Chen R, Zhang P, Huang Z, Thompson JR, Meng Y, Bai Y, Wang J, Zhuo M, Wang T, Huang Y, Wei L, Li J, Wang Z, Hu H, Yang P, Le L, Stenson PD, Li B, Liu X, Ball EV, An N, Huang Q, Zhang Y, Fan W, Zhang X, Li Y, Wang W, Katze MG, Su B, Nielsen R, Yang H, Wang J, Wang X, Wang J (2011) Genome sequencing and comparison of two nonhuman primate animal models, the cynomolgus and Chinese rhesus macaques. Nat Biotechnol 29:1019–1023
Yang F, Shi L (1994) Studies of the miotic chromosomes, meiosis and spermatogenesis of a macaque hybrid. J Genet Genomics 21:24–29
Zhang SJ, Liu CJ, Yu P, Zhong X, Chen JY, Yang X, Peng J, Yan S, Wang C, Zhu X, Xiong J, Zhang YE, Tan BC, Li CY (2014) Evolutionary interrogation of human biology in well-annotated genomic framework of rhesus macaque. Mol Biol Evol 31:1309–1324
Ziegler T, Abegg C, Meijaard E, Perwitasari-Farajallah D, Walter L, Hodges JK, Roos C (2007) Molecular phylogeny and evolutionary history of Southeast Asian macaques forming the M. silenus group. Mol Phylogenet Evol 42:807–816
Zinner D, Groeneveld LF, Keller C, Roos C (2009) Mitochondrial phylogeography of baboons (Papio spp.): indication for introgressive hybridization? BMC Evol Biol 9:83
Zinner D, Arnold ML, Roos C (2011) The strange blood: natural hybridization in primates. Evol Anthropol 20:96–103
Zinner D, Kopp G, Roos C (2013) Family Cercopithecidae (old world monkeys). In: Setchell JM, Curtis DJ (eds) Field and laboratory methods in primatology: a practical guide. Cambridge University Press, Cambridge, pp 550–627
Acknowledgements
This work was supported by the National Natural Science Foundation of China (grant numbers 31770415 and 32171607) and US National Science Foundation (NSF1564659). Computing resources for IMa3 analyses were supported by the National Institutes of Health (grant number S10OD020095), National Science Foundation (grant number 1625061), and US Army Research Laboratory contract (W911NF-16-2-0189). We would like to thank Dr. Zhanlong He from the Chinese Academy of Medical Sciences (Kunming), Mrs Song Wang from Nanning Zoo, and professor Don J. Melnick from Columbia University for their kindly providing macaque samples.
Funding
Funding was provided by National Natural Science Foundation of China (Grant Nos. 32171607, 32371696), National Science Foundation (Grant Nos. NSF1564659, 1625061), Foundation for the National Institutes of Health (Grant No. S10OD020095), Army Research Laboratory (Grant No. W911NF-16-2-0189).
Author information
Authors and Affiliations
Contributions
ZF, BY, and JL contributed to the design of this research. NO, and YH collected the samples. ZF, RZ, YS, AZ, JH, JW, ML, and JX contributed to data analysis. ZF, RZ, YS, AZ, JH, JW, JX, and JL wrote the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare that they have no competing interests.
Additional information
Handling editor: Liang Liu.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Fan, Z., Zhang, R., Zhou, A. et al. Genomic Evidence for the Complex Evolutionary History of Macaques (Genus Macaca). J Mol Evol (2024). https://doi.org/10.1007/s00239-024-10166-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00239-024-10166-z