Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Efficient ancestry and mutation simulation with msprime 1.0

View ORCID ProfileFranz Baumdicker, View ORCID ProfileGertjan Bisschop, View ORCID ProfileDaniel Goldstein, View ORCID ProfileGraham Gower, View ORCID ProfileAaron P. Ragsdale, View ORCID ProfileGeorgia Tsambos, View ORCID ProfileSha Zhu, View ORCID ProfileBjarki Eldon, View ORCID ProfileCastedo E. Ellerman, View ORCID ProfileJared G. Galloway, View ORCID ProfileAriella L. Gladstein, View ORCID ProfileGregor Gorjanc, View ORCID ProfileBing Guo, View ORCID ProfileBen Jeffery, View ORCID ProfileWarren W. Kretzschmar, View ORCID ProfileKonrad Lohse, View ORCID ProfileMichael Matschiner, View ORCID ProfileDominic Nelson, View ORCID ProfileNathaniel S. Pope, View ORCID ProfileConsuelo D. Quinto-Cortés, View ORCID ProfileMurillo F. Rodrigues, View ORCID ProfileKumar Saunack, View ORCID ProfileThibaut Sellinger, View ORCID ProfileKevin Thornton, View ORCID ProfileHugo van Kemenade, View ORCID ProfileAnthony W. Wohns, View ORCID ProfileH. Yan Wong, View ORCID ProfileSimon Gravel, View ORCID ProfileAndrew D. Kern, View ORCID ProfileJere Koskela, View ORCID ProfilePeter L. Ralph, View ORCID ProfileJerome Kelleher
doi: https://doi.org/10.1101/2021.08.31.457499
Franz Baumdicker
1Cluster of Excellence “Controlling Microbes to Fight Infections”, Mathematical and Computational Population Genetics, University of Tübingen
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Franz Baumdicker
Gertjan Bisschop
2Institute of Evolutionary Biology, The University of Edinburgh
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Gertjan Bisschop
Daniel Goldstein
3Khoury College of Computer Sciences, Northeastern University
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Daniel Goldstein
Graham Gower
4Lundbeck GeoGenetics Centre, Globe Institute, University of Copenhagen
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Graham Gower
Aaron P. Ragsdale
5Department of Integrative Biology, University of Wisconsin–Madison
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Aaron P. Ragsdale
Georgia Tsambos
6Melbourne Integrative Genomics, School of Mathematics and Statistics, University of Melbourne
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Georgia Tsambos
Sha Zhu
7Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Sha Zhu
Bjarki Eldon
8Leibniz Institute for Evolution and Biodiversity Science, Museum für Naturkunde Berlin
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Bjarki Eldon
Castedo E. Ellerman
9No affiliation
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Castedo E. Ellerman
Jared G. Galloway
10Institute of Ecology and Evolution, Department of Biology, University of Oregon
11Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98102, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Jared G. Galloway
Ariella L. Gladstein
12Department of Genetics, University of North Carolina at Chapel Hill
13Embark Veterinary, Inc., Boston
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ariella L. Gladstein
Gregor Gorjanc
14The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Gregor Gorjanc
Bing Guo
15Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Bing Guo
Ben Jeffery
7Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ben Jeffery
Warren W. Kretzschmar
16Center for Hematology and Regenerative Medicine, Karolinska Institute
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Warren W. Kretzschmar
Konrad Lohse
2Institute of Evolutionary Biology, The University of Edinburgh
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Konrad Lohse
Michael Matschiner
17Natural History Museum, University of Oslo
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Michael Matschiner
Dominic Nelson
18Department of Human Genetics, McGill University
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Dominic Nelson
Nathaniel S. Pope
19Department of Entomology, Pennsylvania State University
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Nathaniel S. Pope
Consuelo D. Quinto-Cortés
20National Laboratory of Genomics for Biodiversity (LANGEBIO), Unit of Advanced Genomics, CINVESTAV, Irapuato, Mexico
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Consuelo D. Quinto-Cortés
Murillo F. Rodrigues
10Institute of Ecology and Evolution, Department of Biology, University of Oregon
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Murillo F. Rodrigues
Kumar Saunack
21IIT Bombay, India
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kumar Saunack
Thibaut Sellinger
22Professorship for Population Genetics, Department of Life Science Systems, Technical University of Munich
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Thibaut Sellinger
Kevin Thornton
23Ecology and Evolutionary Biology, University of California Irvine
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kevin Thornton
Hugo van Kemenade
9No affiliation
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Hugo van Kemenade
Anthony W. Wohns
7Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford
24Broad Institute of MIT and Harvard
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Anthony W. Wohns
H. Yan Wong
7Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for H. Yan Wong
Simon Gravel
18Department of Human Genetics, McGill University
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Simon Gravel
Andrew D. Kern
10Institute of Ecology and Evolution, Department of Biology, University of Oregon
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Andrew D. Kern
Jere Koskela
25Department of Statistics, University of Warwick
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Jere Koskela
Peter L. Ralph
10Institute of Ecology and Evolution, Department of Biology, University of Oregon
26Department of Mathematics, University of Oregon
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Peter L. Ralph
Jerome Kelleher
7Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Jerome Kelleher
  • For correspondence: jerome.kelleher@bdi.ox.ac.uk
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Preview PDF
Loading

Abstract

Stochastic simulation is a key tool in population genetics, since the models involved are often analytically intractable and simulation is usually the only way of obtaining ground-truth data to evaluate inferences. Because of this necessity, a large number of specialised simulation programs have been developed, each filling a particular niche, but with largely overlapping functionality and a substantial duplication of effort. Here, we introduce msprime version 1.0, which efficiently implements ancestry and mutation simulations based on the succinct tree sequence data structure and tskit library. We summarise msprime’s many features, and show that its performance is excellent, often many times faster and more memory efficient than specialised alternatives. These high-performance features have been thoroughly tested and validated, and built using a collaborative, open source development model, which reduces duplication of effort and promotes software quality via community engagement.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵* Denotes shared first authorship, listed alphabetically

  • ↵† Denotes shared senior authorship, listed alphabetically

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
Back to top
PreviousNext
Posted September 01, 2021.
Download PDF
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Efficient ancestry and mutation simulation with msprime 1.0
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Efficient ancestry and mutation simulation with msprime 1.0
Franz Baumdicker, Gertjan Bisschop, Daniel Goldstein, Graham Gower, Aaron P. Ragsdale, Georgia Tsambos, Sha Zhu, Bjarki Eldon, Castedo E. Ellerman, Jared G. Galloway, Ariella L. Gladstein, Gregor Gorjanc, Bing Guo, Ben Jeffery, Warren W. Kretzschmar, Konrad Lohse, Michael Matschiner, Dominic Nelson, Nathaniel S. Pope, Consuelo D. Quinto-Cortés, Murillo F. Rodrigues, Kumar Saunack, Thibaut Sellinger, Kevin Thornton, Hugo van Kemenade, Anthony W. Wohns, H. Yan Wong, Simon Gravel, Andrew D. Kern, Jere Koskela, Peter L. Ralph, Jerome Kelleher
bioRxiv 2021.08.31.457499; doi: https://doi.org/10.1101/2021.08.31.457499
Digg logo Reddit logo Twitter logo Facebook logo Google logo LinkedIn logo Mendeley logo
Citation Tools
Efficient ancestry and mutation simulation with msprime 1.0
Franz Baumdicker, Gertjan Bisschop, Daniel Goldstein, Graham Gower, Aaron P. Ragsdale, Georgia Tsambos, Sha Zhu, Bjarki Eldon, Castedo E. Ellerman, Jared G. Galloway, Ariella L. Gladstein, Gregor Gorjanc, Bing Guo, Ben Jeffery, Warren W. Kretzschmar, Konrad Lohse, Michael Matschiner, Dominic Nelson, Nathaniel S. Pope, Consuelo D. Quinto-Cortés, Murillo F. Rodrigues, Kumar Saunack, Thibaut Sellinger, Kevin Thornton, Hugo van Kemenade, Anthony W. Wohns, H. Yan Wong, Simon Gravel, Andrew D. Kern, Jere Koskela, Peter L. Ralph, Jerome Kelleher
bioRxiv 2021.08.31.457499; doi: https://doi.org/10.1101/2021.08.31.457499

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Genetics
Subject Areas
All Articles
  • Animal Behavior and Cognition (3691)
  • Biochemistry (7800)
  • Bioengineering (5678)
  • Bioinformatics (21295)
  • Biophysics (10582)
  • Cancer Biology (8179)
  • Cell Biology (11946)
  • Clinical Trials (138)
  • Developmental Biology (6764)
  • Ecology (10401)
  • Epidemiology (2065)
  • Evolutionary Biology (13874)
  • Genetics (9709)
  • Genomics (13074)
  • Immunology (8150)
  • Microbiology (20020)
  • Molecular Biology (7859)
  • Neuroscience (43070)
  • Paleontology (321)
  • Pathology (1279)
  • Pharmacology and Toxicology (2260)
  • Physiology (3353)
  • Plant Biology (7232)
  • Scientific Communication and Education (1313)
  • Synthetic Biology (2008)
  • Systems Biology (5539)
  • Zoology (1128)