Skip to main content
Journal cover image

Genetic evidence for long-term population decline in a savannah-dwelling primate: inferences from a hierarchical bayesian model.

Publication ,  Journal Article
Storz, JF; Beaumont, MA; Alberts, SC
Published in: Molecular biology and evolution
November 2002

The purpose of this study was to test for evidence that savannah baboons (Papio cynocephalus) underwent a population expansion in concert with a hypothesized expansion of African human and chimpanzee populations during the late Pleistocene. The rationale is that any type of environmental event sufficient to cause simultaneous population expansions in African humans and chimpanzees would also be expected to affect other codistributed mammals. To test for genetic evidence of population expansion or contraction, we performed a coalescent analysis of multilocus microsatellite data using a hierarchical Bayesian model. Markov chain Monte Carlo (MCMC) simulations were used to estimate the posterior probability density of demographic and genealogical parameters. The model was designed to allow interlocus variation in mutational and demographic parameters, which made it possible to detect aberrant patterns of variation at individual loci that could result from heterogeneity in mutational dynamics or from the effects of selection at linked sites. Results of the MCMC simulations were consistent with zero variance in demographic parameters among loci, but there was evidence for a 10- to 20-fold difference in mutation rate between the most slowly and most rapidly evolving loci. Results of the model provided strong evidence that savannah baboons have undergone a long-term historical decline in population size. The mode of the highest posterior density for the joint distribution of current and ancestral population size indicated a roughly eightfold contraction over the past 1,000 to 250,000 years. These results indicate that savannah baboons apparently did not share a common demographic history with other codistributed primate species.

Duke Scholars

Published In

Molecular biology and evolution

DOI

EISSN

1537-1719

ISSN

0737-4038

Publication Date

November 2002

Volume

19

Issue

11

Start / End Page

1981 / 1990

Related Subject Headings

  • Time Factors
  • Selection, Genetic
  • Population Density
  • Papio
  • Mutagenesis
  • Monte Carlo Method
  • Models, Biological
  • Markov Chains
  • Genotype
  • Genetic Variation
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Storz, J. F., Beaumont, M. A., & Alberts, S. C. (2002). Genetic evidence for long-term population decline in a savannah-dwelling primate: inferences from a hierarchical bayesian model. Molecular Biology and Evolution, 19(11), 1981–1990. https://doi.org/10.1093/oxfordjournals.molbev.a004022
Storz, Jay F., Mark A. Beaumont, and Susan C. Alberts. “Genetic evidence for long-term population decline in a savannah-dwelling primate: inferences from a hierarchical bayesian model.Molecular Biology and Evolution 19, no. 11 (November 2002): 1981–90. https://doi.org/10.1093/oxfordjournals.molbev.a004022.
Storz JF, Beaumont MA, Alberts SC. Genetic evidence for long-term population decline in a savannah-dwelling primate: inferences from a hierarchical bayesian model. Molecular biology and evolution. 2002 Nov;19(11):1981–90.
Storz, Jay F., et al. “Genetic evidence for long-term population decline in a savannah-dwelling primate: inferences from a hierarchical bayesian model.Molecular Biology and Evolution, vol. 19, no. 11, Nov. 2002, pp. 1981–90. Epmc, doi:10.1093/oxfordjournals.molbev.a004022.
Storz JF, Beaumont MA, Alberts SC. Genetic evidence for long-term population decline in a savannah-dwelling primate: inferences from a hierarchical bayesian model. Molecular biology and evolution. 2002 Nov;19(11):1981–1990.
Journal cover image

Published In

Molecular biology and evolution

DOI

EISSN

1537-1719

ISSN

0737-4038

Publication Date

November 2002

Volume

19

Issue

11

Start / End Page

1981 / 1990

Related Subject Headings

  • Time Factors
  • Selection, Genetic
  • Population Density
  • Papio
  • Mutagenesis
  • Monte Carlo Method
  • Models, Biological
  • Markov Chains
  • Genotype
  • Genetic Variation