Inferring the demographic history of Chinese and Indian rhesus macaque ( Macaca mulatta ) populations from PacBio HiFi long-read sequencing data

) is one of the most widely used animal models in biomedical research, both as it resembles humans in key biological aspects and as it is characterized by a broad geographic range. Most of the individuals housed in U.S. research colonies have been sampled from either China or India, though notably the source population of these animals has significantly shifted over time. Given the substantial genetic and immunological differences between these populations, a deeper understanding of the underlying population structure is critically important for biomedical interpretation. Despite this, the demographic histories of these two populations remain poorly resolved. Here, we present an analysis of whole-genome, PacBio HiFi long-read sequencing data from ten unrelated individuals of each population, applying four related model- and non-model based demographic inference approaches, in order to reconstruct their ancestral history. We evaluated the fit of the subsequently estimated models against the empirical data, and incorporated underlying uncertainty in the mutation rates used for scaling. We inferred a well-fitting population history characterized by substantial structure between Chinese and Indian populations, with a split time ∼140,000 generations ago from an ancestral population of ∼65,000 individuals. We additionally inferred the subsequent history of size change within, and gene flow between, these populations, reaching the current estimated sizes of ∼220,000 individuals in the Chinese population and ∼14,000 individuals in the Indian population. The robust baseline demographic model established in this study will serve as a valuable resource for future research on this species, including for improved fine-scale recombination mapping, selection inference, and association studies.

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Publication Details

Journal
Molecular Biology and Evolution
Published
2026-09-15
DOI
https://doi.org/10.1093/molbev/msag237
Citations
2
Primary Topic
Primate Behavior and Ecology
Type
article
Field-Weighted Citation Impact
19.60

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article

Inferring the demographic history of Chinese and Indian rhesus macaque ( Macaca mulatta ) populations from PacBio HiFi long-read sequencing data

Vivak Soni, Gabriella J. Spatola, Erangi J. Heenkenda, John W. Terbot et al.
2 citations
Molecular Biology and Evolution
Primate Behavior and Ecology
19.60
article

Inferring the demographic history of Chinese and Indian rhesus macaque ( Macaca mulatta ) populations from PacBio HiFi long-read sequencing data

Vivak Soni, Gabriella J. Spatola, Erangi J. Heenkenda, John W. Terbot, Jeffrey D. Jensen, Cyril J. Versoza, Susanne P. Pfeifer
article en
2 citations

Abstract

) is one of the most widely used animal models in biomedical research, both as it resembles humans in key biological aspects and as it is characterized by a broad geographic range. Most of the individuals housed in U.S. research colonies have been sampled from either China or India, though notably the source population of these animals has significantly shifted over time. Given the substantial genetic and immunological differences between these populations, a deeper understanding of the underlying population structure is critically important for biomedical interpretation. Despite this, the demographic histories of these two populations remain poorly resolved. Here, we present an analysis of whole-genome, PacBio HiFi long-read sequencing data from ten unrelated individuals of each population, applying four related model- and non-model based demographic inference approaches, in order to reconstruct their ancestral history. We evaluated the fit of the subsequently estimated models against the empirical data, and incorporated underlying uncertainty in the mutation rates used for scaling. We inferred a well-fitting population history characterized by substantial structure between Chinese and Indian populations, with a split time ∼140,000 generations ago from an ancestral population of ∼65,000 individuals. We additionally inferred the subsequent history of size change within, and gene flow between, these populations, reaching the current estimated sizes of ∼220,000 individuals in the Chinese population and ∼14,000 individuals in the Indian population. The robust baseline demographic model established in this study will serve as a valuable resource for future research on this species, including for improved fine-scale recombination mapping, selection inference, and association studies.

Molecular Biology and Evolution
Arizona State University (US)
National Science Foundation, Oregon National Primate Research Center, National Institute of General Medical Sciences
Openalex Percentile: Top 1%
Primate Behavior and Ecology
19.60
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