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Costa CE, Watowich MM, Goldman EA, Sterner KN, Negron-Del Valle JE, Phillips D, Platt ML, Montague MJ, Brent LJN, Higham JP, Snyder-Mackler N, Lea AJ. Genetic Architecture of Immune Cell DNA Methylation in the Rhesus Macaque. Mol Ecol 2024:e17576. [PMID: 39582237 DOI: 10.1111/mec.17576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 06/23/2024] [Accepted: 10/18/2024] [Indexed: 11/26/2024]
Abstract
Genetic variation that impacts gene regulation, rather than protein function, can have strong effects on trait variation both within and between species. Epigenetic mechanisms, such as DNA methylation, are often an important intermediate link between genotype and phenotype, yet genetic effects on DNA methylation remain understudied in natural populations. To address this gap, we used reduced representation bisulfite sequencing to measure DNA methylation levels at 555,856 CpGs in peripheral whole blood of 573 samples collected from free-ranging rhesus macaques (Macaca mulatta) living on the island of Cayo Santiago, Puerto Rico. We used allele-specific methods to map cis-methylation quantitative trait loci (meQTL) and tested for effects of 243,389 single nucleotide polymorphisms (SNPs) on local DNA methylation levels. Of 776,092 tested SNP-CpG pairs, we identified 516,213 meQTL, with 69.12% of CpGs having at least one meQTL (FDR < 5%). On average, meQTL explained 21.2% of nearby methylation variance, significantly more than age or sex. meQTL were enriched in genomic compartments where methylation is likely to impact gene expression, for example, promoters, enhancers and binding sites for methylation-sensitive transcription factors. In support, using mRNA-seq data from 172 samples, we confirmed 332 meQTL as whole blood cis-expression QTL (eQTL) in the population, and found meQTL-eQTL genes were enriched for immune response functions, like antigen presentation and inflammation. Overall, our study takes an important step towards understanding the genetic architecture of DNA methylation in natural populations, and more generally points to the biological mechanisms driving phenotypic variation in our close relatives.
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Affiliation(s)
- Christina E Costa
- Department of Anthropology, New York University, New York, New York, USA
- New York Consortium in Evolutionary Primatology, New York, New York, USA
| | - Marina M Watowich
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
| | | | - Kirstin N Sterner
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
| | - Josue E Negron-Del Valle
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
- Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, USA
| | - Daniel Phillips
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
- Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, USA
| | - Michael L Platt
- Department of Neuroscience, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Michael J Montague
- Department of Neuroscience, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - James P Higham
- Department of Anthropology, New York University, New York, New York, USA
- New York Consortium in Evolutionary Primatology, New York, New York, USA
| | - Noah Snyder-Mackler
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
- Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, USA
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
- Neurodegenerative Disease Research Center, Arizona State University, Tempe, Arizona, USA
| | - Amanda J Lea
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
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Simons ND, Eick GN, Ruiz-Lopez MJ, Hyeroba D, Omeja PA, Weny G, Zheng H, Shankar A, Frost SDW, Jones JH, Chapman CA, Switzer WM, Goldberg TL, Sterner KN, Ting N. Genome-Wide Patterns of Gene Expression in a Wild Primate Indicate Species-Specific Mechanisms Associated with Tolerance to Natural Simian Immunodeficiency Virus Infection. Genome Biol Evol 2019; 11:1630-1643. [PMID: 31106820 PMCID: PMC6561381 DOI: 10.1093/gbe/evz099] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2019] [Indexed: 12/12/2022] Open
Abstract
Over 40 species of nonhuman primates host simian immunodeficiency viruses (SIVs). In natural hosts, infection is generally assumed to be nonpathogenic due to a long coevolutionary history between host and virus, although pathogenicity is difficult to study in wild nonhuman primates. We used whole-blood RNA-seq and SIV prevalence from 29 wild Ugandan red colobus (Piliocolobus tephrosceles) to assess the effects of SIV infection on host gene expression in wild, naturally SIV-infected primates. We found no evidence for chronic immune activation in infected individuals, suggesting that SIV is not immunocompromising in this species, in contrast to human immunodeficiency virus in humans. Notably, an immunosuppressive gene, CD101, was upregulated in infected individuals. This gene has not been previously described in the context of nonpathogenic SIV infection. This expands the known variation associated with SIV infection in natural hosts and may suggest a novel mechanism for tolerance of SIV infection in the Ugandan red colobus.
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Affiliation(s)
| | - Geeta N Eick
- Department of Anthropology, University of Oregon
| | | | - David Hyeroba
- College of Veterinary Medicine, Animal Resources, and Bio-Security, Makerere University, Kampala, Uganda
| | - Patrick A Omeja
- Makerere University Biological Field Station, Fort Portal, Uganda
| | - Geoffrey Weny
- Makerere University Biological Field Station, Fort Portal, Uganda
| | - HaoQiang Zheng
- Laboratory Branch, Division of HIV/AIDS Prevention, National Center for HIV, Hepatitis, STD and TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Anupama Shankar
- Laboratory Branch, Division of HIV/AIDS Prevention, National Center for HIV, Hepatitis, STD and TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Simon D W Frost
- Department of Veterinary Medicine, University of Cambridge, United Kingdom
| | - James H Jones
- Department of Earth System Science, Woods Institute for the Environment, Stanford University
| | - Colin A Chapman
- Makerere University Biological Field Station, Fort Portal, Uganda
- Department of Anthropology, McGill School of Environment, McGill University, Montreal, Quebec, Canada
| | - William M Switzer
- Laboratory Branch, Division of HIV/AIDS Prevention, National Center for HIV, Hepatitis, STD and TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Tony L Goldberg
- Department of Pathobiological Sciences, University of Wisconsin-Madison
- Global Health Institute, University of Wisconsin-Madison
| | | | - Nelson Ting
- Department of Anthropology, University of Oregon
- Institute of Ecology and Evolution, University of Oregon
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