RAD sequencing resolves fine-scale population structure in a benthic invertebrate: implications for understanding phenotypic plasticity
The field of molecular ecology is transitioning from the use of small panels of classical genetic markers such as microsatellites to much larger panels of single nucleotide polymorphisms (SNPs) generated by approaches like RAD sequencing. However, few empirical studies have directly compared the abi...
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Published in: | Royal Society open science Vol. 4; no. 2; p. 160548 |
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Abstract | The field of molecular ecology is transitioning from the use of small panels of classical genetic markers such as microsatellites to much larger panels of single nucleotide polymorphisms (SNPs) generated by approaches like RAD sequencing. However, few empirical studies have directly compared the ability of these methods to resolve population structure. This could have implications for understanding phenotypic plasticity, as many previous studies of natural populations may have lacked the power to detect genetic differences, especially over micro-geographic scales. We therefore compared the ability of microsatellites and RAD sequencing to resolve fine-scale population structure in a commercially important benthic invertebrate by genotyping great scallops (Pecten maximus) from nine populations around Northern Ireland at 13 microsatellites and 10 539 SNPs. The shells were then subjected to morphometric and colour analysis in order to compare patterns of phenotypic and genetic variation. We found that RAD sequencing was superior at resolving population structure, yielding higher Fst values and support for two distinct genetic clusters, whereas only one cluster could be detected in a Bayesian analysis of the microsatellite dataset. Furthermore, appreciable phenotypic variation was observed in size-independent shell shape and coloration, including among localities that could not be distinguished from one another genetically, providing support for the notion that these traits are phenotypically plastic. Taken together, our results suggest that RAD sequencing is a powerful approach for studying population structure and phenotypic plasticity in natural populations. |
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AbstractList | The field of molecular ecology is transitioning from the use of small panels of classical genetic markers such as microsatellites to much larger panels of single nucleotide polymorphisms (SNPs) generated by approaches like RAD sequencing. However, few empirical studies have directly compared the ability of these methods to resolve population structure. This could have implications for understanding phenotypic plasticity, as many previous studies of natural populations may have lacked the power to detect genetic differences, especially over micro-geographic scales. We therefore compared the ability of microsatellites and RAD sequencing to resolve fine-scale population structure in a commercially important benthic invertebrate by genotyping great scallops (Pecten maximus) from nine populations around Northern Ireland at 13 microsatellites and 10 539 SNPs. The shells were then subjected to morphometric and colour analysis in order to compare patterns of phenotypic and genetic variation. We found that RAD sequencing was superior at resolving population structure, yielding higher Fst values and support for two distinct genetic clusters, whereas only one cluster could be detected in a Bayesian analysis of the microsatellite dataset. Furthermore, appreciable phenotypic variation was observed in size-independent shell shape and coloration, including among localities that could not be distinguished from one another genetically, providing support for the notion that these traits are phenotypically plastic. Taken together, our results suggest that RAD sequencing is a powerful approach for studying population structure and phenotypic plasticity in natural populations. The field of molecular ecology is transitioning from the use of small panels of classical genetic markers such as microsatellites to much larger panels of single nucleotide polymorphisms (SNPs) generated by approaches like RAD sequencing. However, few empirical studies have directly compared the ability of these methods to resolve population structure. This could have implications for understanding phenotypic plasticity, as many previous studies of natural populations may have lacked the power to detect genetic differences, especially over micro-geographic scales. We therefore compared the ability of microsatellites and RAD sequencing to resolve fine-scale population structure in a commercially important benthic invertebrate by genotyping great scallops ( Pecten maximus ) from nine populations around Northern Ireland at 13 microsatellites and 10 539 SNPs. The shells were then subjected to morphometric and colour analysis in order to compare patterns of phenotypic and genetic variation. We found that RAD sequencing was superior at resolving population structure, yielding higher F st values and support for two distinct genetic clusters, whereas only one cluster could be detected in a Bayesian analysis of the microsatellite dataset. Furthermore, appreciable phenotypic variation was observed in size-independent shell shape and coloration, including among localities that could not be distinguished from one another genetically, providing support for the notion that these traits are phenotypically plastic. Taken together, our results suggest that RAD sequencing is a powerful approach for studying population structure and phenotypic plasticity in natural populations. The field of molecular ecology is transitioning from the use of small panels of classical genetic markers such as microsatellites to much larger panels of single nucleotide polymorphisms (SNPs) generated by approaches like RAD sequencing. However, few empirical studies have directly compared the ability of these methods to resolve population structure. This could have implications for understanding phenotypic plasticity, as many previous studies of natural populations may have lacked the power to detect genetic differences, especially over micro-geographic scales. We therefore compared the ability of microsatellites and RAD sequencing to resolve fine-scale population structure in a commercially important benthic invertebrate by genotyping great scallops ( ) from nine populations around Northern Ireland at 13 microsatellites and 10 539 SNPs. The shells were then subjected to morphometric and colour analysis in order to compare patterns of phenotypic and genetic variation. We found that RAD sequencing was superior at resolving population structure, yielding higher values and support for two distinct genetic clusters, whereas only one cluster could be detected in a Bayesian analysis of the microsatellite dataset. Furthermore, appreciable phenotypic variation was observed in size-independent shell shape and coloration, including among localities that could not be distinguished from one another genetically, providing support for the notion that these traits are phenotypically plastic. Taken together, our results suggest that RAD sequencing is a powerful approach for studying population structure and phenotypic plasticity in natural populations. |
Author | Clark, M. S. Weigand, Hannah Weiss, Martina Leese, Florian Hoffman, Joseph I. Telesca, Luca Fawcett, Katie Vendrami, David L. J. Lehman, Katrin Moore, Heather McMinn, Carrie |
AuthorAffiliation | 1 Department of Animal Behavior , University of Bielefeld , Postfach 100131, 33501 Bielefeld , Germany 5 Agri-Food and Biosciences Institute , Fisheries and Aquatic Ecosystems , 18a Newforge Lane, Belfast BT9 5PX , UK 2 Department of Earth Sciences , University of Cambridge , Downing Street, Cambridge, Cambridgeshire, CB2 3EQ , UK 3 Faculty of Biology, Aquatic Ecosystem Research , University of Duisburg-Essen , Universitaetsstrasse 5, 45141 Essen , Germany 4 British Antarctic Survey , Natural Environment Research Council , High Cross, Madingley Road, Cambridge CB3 0ET , UK |
AuthorAffiliation_xml | – name: 5 Agri-Food and Biosciences Institute , Fisheries and Aquatic Ecosystems , 18a Newforge Lane, Belfast BT9 5PX , UK – name: 2 Department of Earth Sciences , University of Cambridge , Downing Street, Cambridge, Cambridgeshire, CB2 3EQ , UK – name: 3 Faculty of Biology, Aquatic Ecosystem Research , University of Duisburg-Essen , Universitaetsstrasse 5, 45141 Essen , Germany – name: 4 British Antarctic Survey , Natural Environment Research Council , High Cross, Madingley Road, Cambridge CB3 0ET , UK – name: 1 Department of Animal Behavior , University of Bielefeld , Postfach 100131, 33501 Bielefeld , Germany |
Author_xml | – sequence: 1 givenname: David L. J. orcidid: 0000-0001-9409-4084 surname: Vendrami fullname: Vendrami, David L. J. email: david.vendrami@student.unife.it organization: Department of Animal Behavior, University of Bielefeld, Postfach 100131, 33501 Bielefeld, Germany – sequence: 2 givenname: Luca orcidid: 0000-0002-9060-2261 surname: Telesca fullname: Telesca, Luca organization: Department of Earth Sciences, University of Cambridge, Downing Street, Cambridge, Cambridgeshire, CB2 3EQ, UK – sequence: 3 givenname: Hannah surname: Weigand fullname: Weigand, Hannah organization: Faculty of Biology, Aquatic Ecosystem Research, University of Duisburg-Essen, Universitaetsstrasse 5, 45141 Essen, Germany – sequence: 4 givenname: Martina surname: Weiss fullname: Weiss, Martina organization: Faculty of Biology, Aquatic Ecosystem Research, University of Duisburg-Essen, Universitaetsstrasse 5, 45141 Essen, Germany – sequence: 5 givenname: Katie surname: Fawcett fullname: Fawcett, Katie organization: Department of Animal Behavior, University of Bielefeld, Postfach 100131, 33501 Bielefeld, Germany – sequence: 6 givenname: Katrin surname: Lehman fullname: Lehman, Katrin organization: Department of Animal Behavior, University of Bielefeld, Postfach 100131, 33501 Bielefeld, Germany – sequence: 7 givenname: M. S. surname: Clark fullname: Clark, M. S. organization: British Antarctic Survey, Natural Environment Research Council, High Cross, Madingley Road, Cambridge CB3 0ET, UK – sequence: 8 givenname: Florian surname: Leese fullname: Leese, Florian organization: Faculty of Biology, Aquatic Ecosystem Research, University of Duisburg-Essen, Universitaetsstrasse 5, 45141 Essen, Germany – sequence: 9 givenname: Carrie surname: McMinn fullname: McMinn, Carrie organization: Agri-Food and Biosciences Institute, Fisheries and Aquatic Ecosystems, 18a Newforge Lane, Belfast BT9 5PX, UK – sequence: 10 givenname: Heather surname: Moore fullname: Moore, Heather organization: Agri-Food and Biosciences Institute, Fisheries and Aquatic Ecosystems, 18a Newforge Lane, Belfast BT9 5PX, UK – sequence: 11 givenname: Joseph I. surname: Hoffman fullname: Hoffman, Joseph I. organization: Department of Animal Behavior, University of Bielefeld, Postfach 100131, 33501 Bielefeld, Germany |
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Keywords | Pecten maximus great scallop microsatellite phenotypic plasticity single nucleotide polymorphism morphometrics |
Language | English |
License | open-access: Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 These authors contributed equally to this study. Electronic supplementary material is available online at https://dx.doi.org/10.6084/m9.figshare.c.3672256. |
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SubjectTerms | Genetics Great Scallop Microsatellite Morphometrics pecten maximus Phenotypic Plasticity Single Nucleotide Polymorphism |
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Title | RAD sequencing resolves fine-scale population structure in a benthic invertebrate: implications for understanding phenotypic plasticity |
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