Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.

The genealogical relationship of human, chimpanzee, and gorilla varies along the genome. We develop a hidden Markov model (HMM) that incorporates this variation and relate the model parameters to population genetics quantities such as speciation times and ancestral population sizes. Our HMM is an an...

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Main Authors: Asger Hobolth, Ole F Christensen, Thomas Mailund, Mikkel H Schierup
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2007-02-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC1802818?pdf=render
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spelling doaj-4814810ced794d84aa25b0049ab323902020-11-25T02:23:50ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042007-02-0132e710.1371/journal.pgen.0030007Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.Asger HobolthOle F ChristensenThomas MailundMikkel H SchierupThe genealogical relationship of human, chimpanzee, and gorilla varies along the genome. We develop a hidden Markov model (HMM) that incorporates this variation and relate the model parameters to population genetics quantities such as speciation times and ancestral population sizes. Our HMM is an analytically tractable approximation to the coalescent process with recombination, and in simulations we see no apparent bias in the HMM estimates. We apply the HMM to four autosomal contiguous human-chimp-gorilla-orangutan alignments comprising a total of 1.9 million base pairs. We find a very recent speciation time of human-chimp (4.1 +/- 0.4 million years), and fairly large ancestral effective population sizes (65,000 +/- 30,000 for the human-chimp ancestor and 45,000 +/- 10,000 for the human-chimp-gorilla ancestor). Furthermore, around 50% of the human genome coalesces with chimpanzee after speciation with gorilla. We also consider 250,000 base pairs of X-chromosome alignments and find an effective population size much smaller than 75% of the autosomal effective population sizes. Finally, we find that the rate of transitions between different genealogies correlates well with the region-wide present-day human recombination rate, but does not correlate with the fine-scale recombination rates and recombination hot spots, suggesting that the latter are evolutionarily transient.http://europepmc.org/articles/PMC1802818?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Asger Hobolth
Ole F Christensen
Thomas Mailund
Mikkel H Schierup
spellingShingle Asger Hobolth
Ole F Christensen
Thomas Mailund
Mikkel H Schierup
Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.
PLoS Genetics
author_facet Asger Hobolth
Ole F Christensen
Thomas Mailund
Mikkel H Schierup
author_sort Asger Hobolth
title Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.
title_short Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.
title_full Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.
title_fullStr Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.
title_full_unstemmed Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model.
title_sort genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden markov model.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2007-02-01
description The genealogical relationship of human, chimpanzee, and gorilla varies along the genome. We develop a hidden Markov model (HMM) that incorporates this variation and relate the model parameters to population genetics quantities such as speciation times and ancestral population sizes. Our HMM is an analytically tractable approximation to the coalescent process with recombination, and in simulations we see no apparent bias in the HMM estimates. We apply the HMM to four autosomal contiguous human-chimp-gorilla-orangutan alignments comprising a total of 1.9 million base pairs. We find a very recent speciation time of human-chimp (4.1 +/- 0.4 million years), and fairly large ancestral effective population sizes (65,000 +/- 30,000 for the human-chimp ancestor and 45,000 +/- 10,000 for the human-chimp-gorilla ancestor). Furthermore, around 50% of the human genome coalesces with chimpanzee after speciation with gorilla. We also consider 250,000 base pairs of X-chromosome alignments and find an effective population size much smaller than 75% of the autosomal effective population sizes. Finally, we find that the rate of transitions between different genealogies correlates well with the region-wide present-day human recombination rate, but does not correlate with the fine-scale recombination rates and recombination hot spots, suggesting that the latter are evolutionarily transient.
url http://europepmc.org/articles/PMC1802818?pdf=render
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