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
- Institución
- Instituto Nacional de Tecnología Agropecuaria
- OAI Identificador
- oai:localhost:20.500.12123/13183
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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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12.982451 |