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Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa
Orphan legume crops play an important role in smallholder farmers’ food systems. Though less documented, they have the potential to contribute to adequate nutrition in vulnerable communities. Unfortunately, data are scarce about the potential of those crops to withstand current and future climate va...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8980027/ https://www.ncbi.nlm.nih.gov/pubmed/35379846 http://dx.doi.org/10.1038/s41598-022-09153-5 |
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author | Coulibaly, Mariam Idohou, Rodrigue Akohoue, Félicien Peterson, Andrew Townsend Sawadogo, Mahamadou Achigan-Dako, Enoch Gbenato |
author_facet | Coulibaly, Mariam Idohou, Rodrigue Akohoue, Félicien Peterson, Andrew Townsend Sawadogo, Mahamadou Achigan-Dako, Enoch Gbenato |
author_sort | Coulibaly, Mariam |
collection | PubMed |
description | Orphan legume crops play an important role in smallholder farmers’ food systems. Though less documented, they have the potential to contribute to adequate nutrition in vulnerable communities. Unfortunately, data are scarce about the potential of those crops to withstand current and future climate variations. Using Macrotyloma geocarpum as an example, we used ecological niche modeling to explore the role of ecology on the current and future distributions of genetic populations of Kersting’s groundnut. Our findings showed that: (1) the models had good predictive power, indicating that M. geocarpum’s distribution was correlated with both climatic and soil layers; (2) identity and similarity tests revealed that the two genetic groups have identical and similar environmental niches; (3) by integrating the genetic information in niche modeling, niches projections show divergence in the response of the species and genetic populations to ongoing climate change. This study highlights the importance of incorporating genetic data into Ecological Niche Modeling (ENM) approaches to obtain a finer information of species’ future distribution, and explores the implications for agricultural adaptation, with a particular focus on identifying priority actions in orphan crops conservation and breeding. |
format | Online Article Text |
id | pubmed-8980027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89800272022-04-06 Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa Coulibaly, Mariam Idohou, Rodrigue Akohoue, Félicien Peterson, Andrew Townsend Sawadogo, Mahamadou Achigan-Dako, Enoch Gbenato Sci Rep Article Orphan legume crops play an important role in smallholder farmers’ food systems. Though less documented, they have the potential to contribute to adequate nutrition in vulnerable communities. Unfortunately, data are scarce about the potential of those crops to withstand current and future climate variations. Using Macrotyloma geocarpum as an example, we used ecological niche modeling to explore the role of ecology on the current and future distributions of genetic populations of Kersting’s groundnut. Our findings showed that: (1) the models had good predictive power, indicating that M. geocarpum’s distribution was correlated with both climatic and soil layers; (2) identity and similarity tests revealed that the two genetic groups have identical and similar environmental niches; (3) by integrating the genetic information in niche modeling, niches projections show divergence in the response of the species and genetic populations to ongoing climate change. This study highlights the importance of incorporating genetic data into Ecological Niche Modeling (ENM) approaches to obtain a finer information of species’ future distribution, and explores the implications for agricultural adaptation, with a particular focus on identifying priority actions in orphan crops conservation and breeding. Nature Publishing Group UK 2022-04-04 /pmc/articles/PMC8980027/ /pubmed/35379846 http://dx.doi.org/10.1038/s41598-022-09153-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Coulibaly, Mariam Idohou, Rodrigue Akohoue, Félicien Peterson, Andrew Townsend Sawadogo, Mahamadou Achigan-Dako, Enoch Gbenato Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa |
title | Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa |
title_full | Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa |
title_fullStr | Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa |
title_full_unstemmed | Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa |
title_short | Coupling genetic structure analysis and ecological-niche modeling in Kersting’s groundnut in West Africa |
title_sort | coupling genetic structure analysis and ecological-niche modeling in kersting’s groundnut in west africa |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8980027/ https://www.ncbi.nlm.nih.gov/pubmed/35379846 http://dx.doi.org/10.1038/s41598-022-09153-5 |
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