Unweaving the population structure and genetic diversity of Canadian shrub willow

Autores
Murphy, Emily K.; Cappa, Eduardo Pablo; Soolanayakanahally, Raju Y.; El-Kassaby, Yousry A.; Parkin, Isobel A.P.; Schroeder, William R.; Mansfield, Shawn D.
Año de publicación
2022
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Perennial shrub willow are increasingly being promoted in short-rotation coppice systems as biomass feedstocks, for phytoremediation applications, and for the diverse ecosystem services that can accrue. This renewed interest has led to widespread willow cultivation, particularly of non-native varieties. However, Canadian willow species have not been widely adopted and their inherent diversity has not yet been thoroughly investigated. In this study, 324 genotypes of Salix famelica and Salix eriocephala collected from 33 sites of origin were analyzed using 26,016 single nucleotide polymorphisms to reveal patterns of population structure and genetic diversity. Analyses by Bayesian methods and principal component analysis detected five main clusters that appeared to be largely shaped by geoclimatic variables including mean annual precipitation and the number of frost-free days. The overall observed (HO) and expected (HE) heterozygosity were 0.126 and 0.179, respectively. An analysis of molecular variance revealed that the highest genetic variation occurred within genotypes (69%), while 8% of the variation existed among clusters and 23% between genotypes within clusters. These findings provide new insights into the extent of genetic variation that exists within native shrub willow species which could be leveraged in pan-Canadian willow breeding programs.
Fil: Murphy, Emily K. University of British Columbia. Faculty of Forestry. Department of Wood Science; Canadá
Fil: Cappa, Eduardo Pablo. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Recursos Biológicos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Soolanayakanahally, Raju Y. Agriculture and Agri-Food Canada. Indian Head Research Farm; Canadá. Agriculture and Agri-Food Canada. Saskatoon Research and Development Centre; Canadá.
Fil: El-Kassaby, Yousry A. University of British Columbia. Faculty of Forestry. Department of Forest and Conservation Sciences; Canadá
Fil: Parkin, Isobel A.P. Agriculture and Agri-Food Canada. Saskatoon Research and Development Centre; Canadá.
Fil: Schroeder, William R. Agriculture and Agri-Food Canada. Indian Head Research Farm; Canadá
Fil: Mansfield, Shawn D. University of British Columbia. Faculty of Forestry. Department of Wood Science; Canadá
Fuente
Scientific Reports 12 : Article number: 17254 (2022)
Materia
Salix
Plantas Leñosas Ornamentales
Variación Genética
Estructura de la Población
Ornamental Woody Plants
Genetic Variation
Population Structure
Sauce Arbustivo Perenne
Sauce (salix)
Willow
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
INTA Digital (INTA)
Institución
Instituto Nacional de Tecnología Agropecuaria
OAI Identificador
oai:localhost:20.500.12123/13183

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spelling Unweaving the population structure and genetic diversity of Canadian shrub willowMurphy, Emily K.Cappa, Eduardo PabloSoolanayakanahally, Raju Y.El-Kassaby, Yousry A.Parkin, Isobel A.P.Schroeder, William R.Mansfield, Shawn D.SalixPlantas Leñosas OrnamentalesVariación GenéticaEstructura de la PoblaciónOrnamental Woody PlantsGenetic VariationPopulation StructureSauce Arbustivo PerenneSauce (salix)WillowPerennial shrub willow are increasingly being promoted in short-rotation coppice systems as biomass feedstocks, for phytoremediation applications, and for the diverse ecosystem services that can accrue. This renewed interest has led to widespread willow cultivation, particularly of non-native varieties. However, Canadian willow species have not been widely adopted and their inherent diversity has not yet been thoroughly investigated. In this study, 324 genotypes of Salix famelica and Salix eriocephala collected from 33 sites of origin were analyzed using 26,016 single nucleotide polymorphisms to reveal patterns of population structure and genetic diversity. Analyses by Bayesian methods and principal component analysis detected five main clusters that appeared to be largely shaped by geoclimatic variables including mean annual precipitation and the number of frost-free days. The overall observed (HO) and expected (HE) heterozygosity were 0.126 and 0.179, respectively. An analysis of molecular variance revealed that the highest genetic variation occurred within genotypes (69%), while 8% of the variation existed among clusters and 23% between genotypes within clusters. These findings provide new insights into the extent of genetic variation that exists within native shrub willow species which could be leveraged in pan-Canadian willow breeding programs.Fil: Murphy, Emily K. University of British Columbia. Faculty of Forestry. Department of Wood Science; CanadáFil: Cappa, Eduardo Pablo. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Recursos Biológicos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Soolanayakanahally, Raju Y. Agriculture and Agri-Food Canada. Indian Head Research Farm; Canadá. Agriculture and Agri-Food Canada. Saskatoon Research and Development Centre; Canadá.Fil: El-Kassaby, Yousry A. University of British Columbia. Faculty of Forestry. Department of Forest and Conservation Sciences; CanadáFil: Parkin, Isobel A.P. Agriculture and Agri-Food Canada. Saskatoon Research and Development Centre; Canadá.Fil: Schroeder, William R. Agriculture and Agri-Food Canada. Indian Head Research Farm; CanadáFil: Mansfield, Shawn D. University of British Columbia. Faculty of Forestry. Department of Wood Science; CanadáSpringer Nature2022-10-21T14:13:07Z2022-10-21T14:13:07Z2022-10-14info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/20.500.12123/13183https://www.nature.com/articles/s41598-022-20498-92045-2322https://doi.org/10.1038/s41598-022-20498-9Scientific Reports 12 : Article number: 17254 (2022)reponame:INTA Digital (INTA)instname:Instituto Nacional de Tecnología Agropecuariaenginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)2025-10-23T11:18:09Zoai:localhost:20.500.12123/13183instacron:INTAInstitucionalhttp://repositorio.inta.gob.ar/Organismo científico-tecnológicoNo correspondehttp://repositorio.inta.gob.ar/oai/requesttripaldi.nicolas@inta.gob.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:l2025-10-23 11:18:09.986INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuariafalse
dc.title.none.fl_str_mv Unweaving the population structure and genetic diversity of Canadian shrub willow
title Unweaving the population structure and genetic diversity of Canadian shrub willow
spellingShingle Unweaving the population structure and genetic diversity of Canadian shrub willow
Murphy, Emily K.
Salix
Plantas Leñosas Ornamentales
Variación Genética
Estructura de la Población
Ornamental Woody Plants
Genetic Variation
Population Structure
Sauce Arbustivo Perenne
Sauce (salix)
Willow
title_short Unweaving the population structure and genetic diversity of Canadian shrub willow
title_full Unweaving the population structure and genetic diversity of Canadian shrub willow
title_fullStr Unweaving the population structure and genetic diversity of Canadian shrub willow
title_full_unstemmed Unweaving the population structure and genetic diversity of Canadian shrub willow
title_sort Unweaving the population structure and genetic diversity of Canadian shrub willow
dc.creator.none.fl_str_mv Murphy, Emily K.
Cappa, Eduardo Pablo
Soolanayakanahally, Raju Y.
El-Kassaby, Yousry A.
Parkin, Isobel A.P.
Schroeder, William R.
Mansfield, Shawn D.
author Murphy, Emily K.
author_facet Murphy, Emily K.
Cappa, Eduardo Pablo
Soolanayakanahally, Raju Y.
El-Kassaby, Yousry A.
Parkin, Isobel A.P.
Schroeder, William R.
Mansfield, Shawn D.
author_role author
author2 Cappa, Eduardo Pablo
Soolanayakanahally, Raju Y.
El-Kassaby, Yousry A.
Parkin, Isobel A.P.
Schroeder, William R.
Mansfield, Shawn D.
author2_role author
author
author
author
author
author
dc.subject.none.fl_str_mv Salix
Plantas Leñosas Ornamentales
Variación Genética
Estructura de la Población
Ornamental Woody Plants
Genetic Variation
Population Structure
Sauce Arbustivo Perenne
Sauce (salix)
Willow
topic Salix
Plantas Leñosas Ornamentales
Variación Genética
Estructura de la Población
Ornamental Woody Plants
Genetic Variation
Population Structure
Sauce Arbustivo Perenne
Sauce (salix)
Willow
dc.description.none.fl_txt_mv Perennial shrub willow are increasingly being promoted in short-rotation coppice systems as biomass feedstocks, for phytoremediation applications, and for the diverse ecosystem services that can accrue. This renewed interest has led to widespread willow cultivation, particularly of non-native varieties. However, Canadian willow species have not been widely adopted and their inherent diversity has not yet been thoroughly investigated. In this study, 324 genotypes of Salix famelica and Salix eriocephala collected from 33 sites of origin were analyzed using 26,016 single nucleotide polymorphisms to reveal patterns of population structure and genetic diversity. Analyses by Bayesian methods and principal component analysis detected five main clusters that appeared to be largely shaped by geoclimatic variables including mean annual precipitation and the number of frost-free days. The overall observed (HO) and expected (HE) heterozygosity were 0.126 and 0.179, respectively. An analysis of molecular variance revealed that the highest genetic variation occurred within genotypes (69%), while 8% of the variation existed among clusters and 23% between genotypes within clusters. These findings provide new insights into the extent of genetic variation that exists within native shrub willow species which could be leveraged in pan-Canadian willow breeding programs.
Fil: Murphy, Emily K. University of British Columbia. Faculty of Forestry. Department of Wood Science; Canadá
Fil: Cappa, Eduardo Pablo. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Recursos Biológicos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Soolanayakanahally, Raju Y. Agriculture and Agri-Food Canada. Indian Head Research Farm; Canadá. Agriculture and Agri-Food Canada. Saskatoon Research and Development Centre; Canadá.
Fil: El-Kassaby, Yousry A. University of British Columbia. Faculty of Forestry. Department of Forest and Conservation Sciences; Canadá
Fil: Parkin, Isobel A.P. Agriculture and Agri-Food Canada. Saskatoon Research and Development Centre; Canadá.
Fil: Schroeder, William R. Agriculture and Agri-Food Canada. Indian Head Research Farm; Canadá
Fil: Mansfield, Shawn D. University of British Columbia. Faculty of Forestry. Department of Wood Science; Canadá
description Perennial shrub willow are increasingly being promoted in short-rotation coppice systems as biomass feedstocks, for phytoremediation applications, and for the diverse ecosystem services that can accrue. This renewed interest has led to widespread willow cultivation, particularly of non-native varieties. However, Canadian willow species have not been widely adopted and their inherent diversity has not yet been thoroughly investigated. In this study, 324 genotypes of Salix famelica and Salix eriocephala collected from 33 sites of origin were analyzed using 26,016 single nucleotide polymorphisms to reveal patterns of population structure and genetic diversity. Analyses by Bayesian methods and principal component analysis detected five main clusters that appeared to be largely shaped by geoclimatic variables including mean annual precipitation and the number of frost-free days. The overall observed (HO) and expected (HE) heterozygosity were 0.126 and 0.179, respectively. An analysis of molecular variance revealed that the highest genetic variation occurred within genotypes (69%), while 8% of the variation existed among clusters and 23% between genotypes within clusters. These findings provide new insights into the extent of genetic variation that exists within native shrub willow species which could be leveraged in pan-Canadian willow breeding programs.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-21T14:13:07Z
2022-10-21T14:13:07Z
2022-10-14
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/20.500.12123/13183
https://www.nature.com/articles/s41598-022-20498-9
2045-2322
https://doi.org/10.1038/s41598-022-20498-9
url http://hdl.handle.net/20.500.12123/13183
https://www.nature.com/articles/s41598-022-20498-9
https://doi.org/10.1038/s41598-022-20498-9
identifier_str_mv 2045-2322
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Nature
publisher.none.fl_str_mv Springer Nature
dc.source.none.fl_str_mv Scientific Reports 12 : Article number: 17254 (2022)
reponame:INTA Digital (INTA)
instname:Instituto Nacional de Tecnología Agropecuaria
reponame_str INTA Digital (INTA)
collection INTA Digital (INTA)
instname_str Instituto Nacional de Tecnología Agropecuaria
repository.name.fl_str_mv INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuaria
repository.mail.fl_str_mv tripaldi.nicolas@inta.gob.ar
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