RADSex: A computational workflow to study sex determination using restriction site-associated DNA sequencing data.


Journal

Molecular ecology resources
ISSN: 1755-0998
Titre abrégé: Mol Ecol Resour
Pays: England
ID NLM: 101465604

Informations de publication

Date de publication:
Jul 2021
Historique:
revised: 09 02 2021
received: 31 05 2020
accepted: 11 02 2021
pubmed: 17 2 2021
medline: 20 8 2021
entrez: 16 2 2021
Statut: ppublish

Résumé

The study of sex determination and sex chromosome organization in nonmodel species has long been technically challenging, but new sequencing methodologies now enable precise and high-throughput identification of sex-specific genomic sequences. In particular, restriction site-associated DNA sequencing (RAD-Seq) is being extensively applied to explore sex determination systems in many plant and animal species. However, software specifically designed to search for and visualize sex-biased markers using RAD-Seq data is lacking. Here, we present RADSex, a computational analysis workflow designed to study the genetic basis of sex determination using RAD-Seq data. RADSex is simple to use, requires few computational resources, makes no prior assumptions about the type of sex-determination system or structure of the sex locus, and offers convenient visualization through a dedicated R package. To demonstrate the functionality of RADSex, we re-analysed a published data set of Japanese medaka, Oryzias latipes, where we uncovered a previously unknown Y chromosome polymorphism. We then used RADSex to analyse new RAD-Seq data sets from 15 fish species spanning multiple taxonomic orders. We identified the sex determination system and sex-specific markers in six of these species, five of which had no known sex-markers prior to this study. We show that RADSex greatly facilitates the study of sex determination systems in nonmodel species thanks to its speed of analyses, low resource usage, ease of application and visualization options. Furthermore, our analysis of new data sets from 15 species provides new insights on sex determination in fish.

Identifiants

pubmed: 33590960
doi: 10.1111/1755-0998.13360
pmc: PMC8589568
mid: NIHMS1750032
doi:

Substances chimiques

DNA 9007-49-2

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1715-1731

Subventions

Organisme : NIGMS NIH HHS
ID : R35 GM139635
Pays : United States
Organisme : National Science Foundation (USA) Office of Polar Programs
ID : PLR-1444167
Organisme : Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
ID : PP00P3_170664
Organisme : NIGMS NIH HHS
ID : R01 GM085318
Pays : United States
Organisme : National Institute of Health (USA)
ID : R01GM085318
Organisme : Agence Nationale de la Recherche
ID : SCHA 408/10-1
Organisme : National Institute of Health (USA)
ID : R35GM139635
Organisme : National Science Foundation (USA) Office of Polar Programs
ID : PLR-1247510
Organisme : Agence Nationale de la Recherche
ID : ANR-10-INBS-09
Organisme : National Science Foundation (USA) Office of Polar Programs
ID : OPP-1543383
Organisme : Deutsche Forschungsgemeinschaft
ID : SCHA 408/10-1

Informations de copyright

© 2021 John Wiley & Sons Ltd.

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Auteurs

Romain Feron (R)

INRAE, LPGP, Rennes, France.
Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.
Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Qiaowei Pan (Q)

INRAE, LPGP, Rennes, France.
Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.

Ming Wen (M)

INRAE, LPGP, Rennes, France.
State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, China.

Boudjema Imarazene (B)

INRAE, LPGP, Rennes, France.

Elodie Jouanno (E)

INRAE, LPGP, Rennes, France.

Jennifer Anderson (J)

INRAE, LPGP, Rennes, France.
Department of Organismal Biology, Systematic Biology, Uppsala University, Uppsala, Sweden.

Amaury Herpin (A)

INRAE, LPGP, Rennes, France.

Laurent Journot (L)

Institut de Génomique Fonctionnelle, IGF, CNRS, INSERM, Univ. Montpellier, Montpellier, France.

Hugues Parrinello (H)

Institut de Génomique Fonctionnelle, IGF, CNRS, INSERM, Univ. Montpellier, Montpellier, France.

Christophe Klopp (C)

SIGENAE, Mathématiques et Informatique Appliquées de Toulouse, INRAE, Castanet Tolosan, France.

Verena A Kottler (VA)

Physiological Chemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.

Alvaro S Roco (AS)

Physiological Chemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.

Kang Du (K)

Department of Chemistry and Biochemistry, The Xiphophorus Genetic Stock Center, Texas State University, San Marcos, TX, USA.
Developmental Biochemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.

Susanne Kneitz (S)

Physiological Chemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.

Mateus Adolfi (M)

Developmental Biochemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.

Catherine A Wilson (CA)

Institute of Neuroscience, University of Oregon, Eugene, OR, USA.

Braedan McCluskey (B)

Institute of Neuroscience, University of Oregon, Eugene, OR, USA.

Angel Amores (A)

Institute of Neuroscience, University of Oregon, Eugene, OR, USA.

Thomas Desvignes (T)

Institute of Neuroscience, University of Oregon, Eugene, OR, USA.

Frederick W Goetz (FW)

Environmental and Fisheries Sciences Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, WA, USA.

Ato Takanashi (A)

Department of Materials and Life Sciences, Faculty of Science and Technology, Sophia University, Tokyo, Japan.

Mari Kawaguchi (M)

Department of Materials and Life Sciences, Faculty of Science and Technology, Sophia University, Tokyo, Japan.

Harry William Detrich (HW)

Department of Marine and Environmental Sciences, Marine Science Center, Northeastern University, Nahant, MA, USA.

Marcos A Oliveira (MA)

Reproductive and Molecular Biology Group, Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University, Botucatu, Brazil.

Rafael H Nóbrega (RH)

Reproductive and Molecular Biology Group, Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University, Botucatu, Brazil.

Takashi Sakamoto (T)

Department of Aquatic Marine Biosciences, Tokyo University of Marine Science and Technology, Tokyo, Japan.

Masatoshi Nakamoto (M)

Department of Aquatic Marine Biosciences, Tokyo University of Marine Science and Technology, Tokyo, Japan.

Anna Wargelius (A)

Institute of Marine Research, Bergen, Norway.

Ørjan Karlsen (Ø)

Institute of Marine Research, Bergen, Norway.

Zhongwei Wang (Z)

Physiological Chemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.
Institute of Hydrobiology, Chinese Academy of Sciences, Beijing, China.

Matthias Stöck (M)

Leibniz-Institute of Freshwater Ecology and Inland Fisheries, IGB, Berlin, Germany.

Robert M Waterhouse (RM)

Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.
Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Ingo Braasch (I)

Department of Integrative Biology, Ecology, Evolution, and Behavior Program, Michigan State University, East Lansing, MI, USA.

John H Postlethwait (JH)

Institute of Neuroscience, University of Oregon, Eugene, OR, USA.

Manfred Schartl (M)

Department of Chemistry and Biochemistry, The Xiphophorus Genetic Stock Center, Texas State University, San Marcos, TX, USA.
Developmental Biochemistry, Biocenter, University of Wuerzburg, Wuerzburg, Germany.

Yann Guiguen (Y)

INRAE, LPGP, Rennes, France.

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