Evidence map›Paper›PMID 22049064›Full record

ArticleMolecular biology and evolution2012

A dirichlet process prior for estimating lineage-specific substitution rates.

Tracy A Heath, Mark T Holder, John P Huelsenbeck

Abstract read
In one paragraph

Article in Molecular biology and evolution, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

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35citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

35 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Generalizing Bayesian phylogenetics to infer shared evolutionary events.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Phytoplankton thermal responses adapt in the absence of hard thermodynamic constraints.Evolution; international journal of organic evolution · 2020
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. A mixed relaxed clock model.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2016
    Article
4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Tracy A HeathDepartment of Ecology and Evolutionary Biology, University of Kansas, KS, USA. tracyh@berkeley.edu
Mark T Holder
John P Huelsenbeck

Funding

Extending Bayesian Phylogenetic AnalysisR01GM069801 · NIGMS · UNIVERSITY OF CALIFORNIA SAN DIEGO · PI HUELSENBECK, JOHN P. · 2004 to 2013
$2.1M
Bayesian Joint Estimation of Alignment and PhylogenyR01GM086887 · NIGMS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SUCHARD, MARC A. · 2008 to 2012
$1.5M
NIGMS NIH HHS GM-069801NIGMS NIH HHS GM-086887NIGMS NIH HHS R01 GM069801NIGMS NIH HHS R01 GM086887
6 · The paper itself

Abstract

We introduce a new model for relaxing the assumption of a strict molecular clock for use as a prior in Bayesian methods for divergence time estimation. Lineage-specific rates of substitution are modeled using a Dirichlet process prior (DPP), a type of stochastic process that assumes lineages of a phylogenetic tree are distributed into distinct rate classes. Under the Dirichlet process, the number of rate classes, assignment of branches to rate classes, and the rate value associated with each class are treated as random variables. The performance of this model was evaluated by conducting analyses on data sets simulated under a range of different models. We compared the Dirichlet process model with two alternative models for rate variation: the strict molecular clock and the independent rates model. Our results show that divergence time estimation under the DPP provides robust estimates of node ages and branch rates without significantly reducing power. Further analyses were conducted on a biological data set, and we provide examples of ways to summarize Markov chain Monte Carlo samples under this model.

Indexed as

Evolution, MolecularModels, GeneticMutation RatePhylogenyBayes TheoremComputer SimulationMarkov ChainsMonte Carlo MethodStochastic Processes

Identifiers

PMID22049064
PMCPMC3350323

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.