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Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient
In Israel Eruca sativa has a geographically narrow distribution across a steep climatic gradient that ranges from mesic Mediterranean to hot desert environments. These conditions offer an opportunity to study the influence of the environment on intraspecific genetic variation. For this, we combined...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Science Inc
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3930051/ https://www.ncbi.nlm.nih.gov/pubmed/24567822 http://dx.doi.org/10.1002/ece3.646 |
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author | Westberg, Erik Ohali, Shachar Shevelevich, Anatoly Fine, Pinchas Barazani, Oz |
author_facet | Westberg, Erik Ohali, Shachar Shevelevich, Anatoly Fine, Pinchas Barazani, Oz |
author_sort | Westberg, Erik |
collection | PubMed |
description | In Israel Eruca sativa has a geographically narrow distribution across a steep climatic gradient that ranges from mesic Mediterranean to hot desert environments. These conditions offer an opportunity to study the influence of the environment on intraspecific genetic variation. For this, we combined an analysis of neutral genetic markers with a phenotypic evaluation in common-garden experiments, and environmental characterization of populations that included climatic and edaphic parameters, as well as geographic distribution. A Bayesian clustering of individuals from nine representative populations based on amplified fragment length polymorphism (AFLP) divided the populations into a southern and a northern geographic cluster, with one admixed population at the geographic border between them. Linear mixed models, with cluster added as a grouping factor, revealed no clear effects of environment or geography on genetic distances, but this may be due to a strong association of geography and environment with genetic clusters. However, environmental factors accounted for part of the phenotypic variation observed in the common-garden experiments. In addition, candidate loci for selection were identified by association with environmental parameters and by two outlier methods. One locus, identified by all three methods, also showed an association with trichome density and herbivore damage, in net-house and field experiments, respectively. Accordingly, we propose that because trichomes are directly linked to defense against both herbivores and excess radiation, they could potentially be related to adaptive variation in these populations. These results demonstrate the value of combining environmental and phenotypic data with a detailed genetic survey when studying adaptation in plant populations. This article describes the use of several types of data to estimate the influence of the environment on intraspecific genetic variation in populations originating from a steep climatic gradient. In addition to molecular marker data, we made use of phenotypic evaluation from common garden experiments, and a broad GIS based environmental data with edaphic information gathered in the field. This study, among others, lead to the identification of an outlier locus with an association to trichome formation and herbivore defense, and its ecological adaptive value is discussed. |
format | Online Article Text |
id | pubmed-3930051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Blackwell Science Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-39300512014-02-24 Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient Westberg, Erik Ohali, Shachar Shevelevich, Anatoly Fine, Pinchas Barazani, Oz Ecol Evol Original Research In Israel Eruca sativa has a geographically narrow distribution across a steep climatic gradient that ranges from mesic Mediterranean to hot desert environments. These conditions offer an opportunity to study the influence of the environment on intraspecific genetic variation. For this, we combined an analysis of neutral genetic markers with a phenotypic evaluation in common-garden experiments, and environmental characterization of populations that included climatic and edaphic parameters, as well as geographic distribution. A Bayesian clustering of individuals from nine representative populations based on amplified fragment length polymorphism (AFLP) divided the populations into a southern and a northern geographic cluster, with one admixed population at the geographic border between them. Linear mixed models, with cluster added as a grouping factor, revealed no clear effects of environment or geography on genetic distances, but this may be due to a strong association of geography and environment with genetic clusters. However, environmental factors accounted for part of the phenotypic variation observed in the common-garden experiments. In addition, candidate loci for selection were identified by association with environmental parameters and by two outlier methods. One locus, identified by all three methods, also showed an association with trichome density and herbivore damage, in net-house and field experiments, respectively. Accordingly, we propose that because trichomes are directly linked to defense against both herbivores and excess radiation, they could potentially be related to adaptive variation in these populations. These results demonstrate the value of combining environmental and phenotypic data with a detailed genetic survey when studying adaptation in plant populations. This article describes the use of several types of data to estimate the influence of the environment on intraspecific genetic variation in populations originating from a steep climatic gradient. In addition to molecular marker data, we made use of phenotypic evaluation from common garden experiments, and a broad GIS based environmental data with edaphic information gathered in the field. This study, among others, lead to the identification of an outlier locus with an association to trichome formation and herbivore defense, and its ecological adaptive value is discussed. Blackwell Science Inc 2013-08 2013-06-24 /pmc/articles/PMC3930051/ /pubmed/24567822 http://dx.doi.org/10.1002/ece3.646 Text en © 2013 Published by John Wiley & Sons Ltd http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation. |
spellingShingle | Original Research Westberg, Erik Ohali, Shachar Shevelevich, Anatoly Fine, Pinchas Barazani, Oz Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient |
title | Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient |
title_full | Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient |
title_fullStr | Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient |
title_full_unstemmed | Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient |
title_short | Environmental effects on molecular and phenotypic variation in populations of Eruca sativa across a steep climatic gradient |
title_sort | environmental effects on molecular and phenotypic variation in populations of eruca sativa across a steep climatic gradient |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3930051/ https://www.ncbi.nlm.nih.gov/pubmed/24567822 http://dx.doi.org/10.1002/ece3.646 |
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