From whole bodies to single cells: A guide to transcriptomic approaches for ecology and evolutionary biology

Author:

Hoedjes Katja M.1ORCID,Grath Sonja2,Posnien Nico3ORCID,Ritchie Michael G.4,Schlötterer Christian5ORCID,Abbott Jessica K.6,Almudi Isabel78,Coronado‐Zamora Marta9,Durmaz Mitchell Esra1011,Flatt Thomas10ORCID,Fricke Claudia12ORCID,Glaser‐Schmitt Amanda2,González Josefa9ORCID,Holman Luke13,Kankare Maaria14,Lenhart Benedict15,Orengo Dorcas J.78,Snook Rhonda R.16ORCID,Yılmaz Vera M.2,Yusuf Leeban4ORCID

Affiliation:

1. Amsterdam Institute for Life and Environment Vrije Universiteit Amsterdam Amsterdam The Netherlands

2. Division of Evolutionary Biology LMU Munich Planegg‐Martinsried Germany

3. Department of Developmental Biology, Göttingen Center for Molecular Biosciences (GZMB) University of Göttingen Göttingen Germany

4. Centre for Biological Diversity University of St Andrews St Andrews UK

5. Institut für Populationsgenetik Vetmeduni Vienna Vienna Austria

6. Biology Department Lund University Lund Sweden

7. Departament de Genètica, Microbiologia i Estadística Universitat de Barcelona Barcelona Spain

8. Institut de Recerca de la Biodiversitat (IRBio) Universitat de Barcelona Barcelona Spain

9. Institute of Evolutionary Biology CSIC, UPF Barcelona Spain

10. Department of Biology University of Fribourg Fribourg Switzerland

11. Functional Genomics and Metabolism Research Unit, Department of Biochemistry and Molecular Biology University of Southern Denmark Odense Denmark

12. Institute for Zoology/Animal Ecology Martin‐Luther‐University Halle‐Wittenberg Halle (Saale) Germany

13. School of Applied Sciences Edinburgh Napier University Edinburgh UK

14. Department of Biological and Environmental Science University of Jyväskylä Jyväskylä Finland

15. Department of Biology University of Virginia Charlottesville Virginia USA

16. Department of Zoology Stockholm University Stockholm Sweden

Abstract

AbstractRNA sequencing (RNAseq) methodology has experienced a burst of technological developments in the last decade, which has opened up opportunities for studying the mechanisms of adaptation to environmental factors at both the organismal and cellular level. Selecting the most suitable experimental approach for specific research questions and model systems can, however, be a challenge and researchers in ecology and evolution are commonly faced with the choice of whether to study gene expression variation in whole bodies, specific tissues, and/or single cells. A wide range of sometimes polarised opinions exists over which approach is best. Here, we highlight the advantages and disadvantages of each of these approaches to provide a guide to help researchers make informed decisions and maximise the power of their study. Using illustrative examples of various ecological and evolutionary research questions, we guide the readers through the different RNAseq approaches and help them identify the most suitable design for their own projects.

Funder

Ministerio de Ciencia e Innovación

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Natural Environment Research Council

Deutsche Forschungsgemeinschaft

Publisher

Wiley

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