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Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers

Determining the extent and distribution of genetic diversity is an essential component of plant breeding. In the present study, we explored the genetic diversity and population structure of Vernonia amygdalina, a fodder, vegetable and medicinal species of Africa and some parts of Yemen. Most empiric...

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Autores principales: Nantongo, Judith S., Odoi, Juventine B., Agaba, Hillary, Gwali, Samson
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370736/
https://www.ncbi.nlm.nih.gov/pubmed/37494370
http://dx.doi.org/10.1371/journal.pone.0283563
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author Nantongo, Judith S.
Odoi, Juventine B.
Agaba, Hillary
Gwali, Samson
author_facet Nantongo, Judith S.
Odoi, Juventine B.
Agaba, Hillary
Gwali, Samson
author_sort Nantongo, Judith S.
collection PubMed
description Determining the extent and distribution of genetic diversity is an essential component of plant breeding. In the present study, we explored the genetic diversity and population structure of Vernonia amygdalina, a fodder, vegetable and medicinal species of Africa and some parts of Yemen. Most empirical studies demonstrate that populations that are separated by geographic or ecological factors may experience genetic differentiation resulting from restricted gene flow between populations. A total of 238 individuals were sampled from two populations: i) Lake Victoria crescent (LVC) and ii) Southern and Eastern Lake Kyoga basin (SEK) agroecological zones of Uganda and genotyped using DArT platform. Of the two populations, the overall mean observed heterozygosity (Ho) was low to medium (Ho = 0.07[silicoDArTs] and 0.2[SNPs]). Inbreeding levels were also very low (-0.04 to -0.08) suggesting the presence of random mating. Partitioning of genetic structure in the two populations indicated that SEK exhibited a higher genetic diversity than LVC. The principal coordinates analysis (PCA) showed no geographical structuring, consistent with the low genetic differentiation (F(st) = 0.00) and the low Euclidean genetic distance (1.38–1.39) between the LVC and SEK populations. However, STRUCTURE analysis with admixture models revealed weak possible genetic clusters with very small genetic distance among them. Overall, the results suggest low genetic diversity and weak genetic differentiation between the two populations. One possible explanation of the results could be the presence of human assisted gene flow over long distances.
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spelling pubmed-103707362023-07-27 Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers Nantongo, Judith S. Odoi, Juventine B. Agaba, Hillary Gwali, Samson PLoS One Research Article Determining the extent and distribution of genetic diversity is an essential component of plant breeding. In the present study, we explored the genetic diversity and population structure of Vernonia amygdalina, a fodder, vegetable and medicinal species of Africa and some parts of Yemen. Most empirical studies demonstrate that populations that are separated by geographic or ecological factors may experience genetic differentiation resulting from restricted gene flow between populations. A total of 238 individuals were sampled from two populations: i) Lake Victoria crescent (LVC) and ii) Southern and Eastern Lake Kyoga basin (SEK) agroecological zones of Uganda and genotyped using DArT platform. Of the two populations, the overall mean observed heterozygosity (Ho) was low to medium (Ho = 0.07[silicoDArTs] and 0.2[SNPs]). Inbreeding levels were also very low (-0.04 to -0.08) suggesting the presence of random mating. Partitioning of genetic structure in the two populations indicated that SEK exhibited a higher genetic diversity than LVC. The principal coordinates analysis (PCA) showed no geographical structuring, consistent with the low genetic differentiation (F(st) = 0.00) and the low Euclidean genetic distance (1.38–1.39) between the LVC and SEK populations. However, STRUCTURE analysis with admixture models revealed weak possible genetic clusters with very small genetic distance among them. Overall, the results suggest low genetic diversity and weak genetic differentiation between the two populations. One possible explanation of the results could be the presence of human assisted gene flow over long distances. Public Library of Science 2023-07-26 /pmc/articles/PMC10370736/ /pubmed/37494370 http://dx.doi.org/10.1371/journal.pone.0283563 Text en © 2023 Nantongo et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Nantongo, Judith S.
Odoi, Juventine B.
Agaba, Hillary
Gwali, Samson
Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers
title Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers
title_full Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers
title_fullStr Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers
title_full_unstemmed Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers
title_short Genetic diversity and population structure of Vernonia amygdalina Del. in Uganda based on genome wide markers
title_sort genetic diversity and population structure of vernonia amygdalina del. in uganda based on genome wide markers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370736/
https://www.ncbi.nlm.nih.gov/pubmed/37494370
http://dx.doi.org/10.1371/journal.pone.0283563
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