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Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers
Dearth of information on extent of genetic variability in cassava limits the genetic improvement of cassava genotypes in Sierra Leone. The aim of this study was to assess the genetic diversity and relationships within 102 cassava genotypes using agro-morphological and single nucleotide polymorphism...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer India
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036393/ https://www.ncbi.nlm.nih.gov/pubmed/32158137 http://dx.doi.org/10.1007/s12298-019-00740-x |
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author | Karim, Kumba Y. Ifie, Beatrice Dzidzienyo, Daniel Danquah, Eric Y. Blay, Essie T. Whyte, Jim B. A. Kulakow, Peter Rabbi, Ismail Parkes, Elizabeth Omoigui, Lucky Norman, Prince E. Iluebbey, Peter |
author_facet | Karim, Kumba Y. Ifie, Beatrice Dzidzienyo, Daniel Danquah, Eric Y. Blay, Essie T. Whyte, Jim B. A. Kulakow, Peter Rabbi, Ismail Parkes, Elizabeth Omoigui, Lucky Norman, Prince E. Iluebbey, Peter |
author_sort | Karim, Kumba Y. |
collection | PubMed |
description | Dearth of information on extent of genetic variability in cassava limits the genetic improvement of cassava genotypes in Sierra Leone. The aim of this study was to assess the genetic diversity and relationships within 102 cassava genotypes using agro-morphological and single nucleotide polymorphism markers. Morphological classification based on qualitative traits categorized the germplasm into five different groups, whereas the quantitative trait set had four groups. The SNP markers classified the germplasm into three main cluster groups. A total of seven principal components (PCs) in the qualitative and four PCs in the quantitative trait sets accounted for 79.03% and 72.30% of the total genetic variation, respectively. Significant and positive correlations were observed between average yield per plant and harvest index (r = 0.76***), number of storage roots per plant and harvest index (r = 0.33*), height at first branching and harvest index (0.26*), number of storage roots per plant and average yield per plant (r = 0.58*), height at first branching and average yield per plant (r = 0.24*), length of leaf lobe and petiole length (r = 0.38*), number of leaf lobe and petiole length (r = 0.31*), width of leaf lobe and length of leaf lobe (r = 0.36*), number of leaf lobe and length of leaf lobe (r = 0.43*), starch content and dry matter content (r = 0.99***), number of leaf lobe and root dry matter (r = 0.30*), number of leaf lobe and starch content (r = 0.28*), and height at first branching and plant height (r = 0.45**). Findings are useful for conservation, management, short term recommendation for release and genetic improvement of the crop. |
format | Online Article Text |
id | pubmed-7036393 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer India |
record_format | MEDLINE/PubMed |
spelling | pubmed-70363932020-03-10 Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers Karim, Kumba Y. Ifie, Beatrice Dzidzienyo, Daniel Danquah, Eric Y. Blay, Essie T. Whyte, Jim B. A. Kulakow, Peter Rabbi, Ismail Parkes, Elizabeth Omoigui, Lucky Norman, Prince E. Iluebbey, Peter Physiol Mol Biol Plants Research Article Dearth of information on extent of genetic variability in cassava limits the genetic improvement of cassava genotypes in Sierra Leone. The aim of this study was to assess the genetic diversity and relationships within 102 cassava genotypes using agro-morphological and single nucleotide polymorphism markers. Morphological classification based on qualitative traits categorized the germplasm into five different groups, whereas the quantitative trait set had four groups. The SNP markers classified the germplasm into three main cluster groups. A total of seven principal components (PCs) in the qualitative and four PCs in the quantitative trait sets accounted for 79.03% and 72.30% of the total genetic variation, respectively. Significant and positive correlations were observed between average yield per plant and harvest index (r = 0.76***), number of storage roots per plant and harvest index (r = 0.33*), height at first branching and harvest index (0.26*), number of storage roots per plant and average yield per plant (r = 0.58*), height at first branching and average yield per plant (r = 0.24*), length of leaf lobe and petiole length (r = 0.38*), number of leaf lobe and petiole length (r = 0.31*), width of leaf lobe and length of leaf lobe (r = 0.36*), number of leaf lobe and length of leaf lobe (r = 0.43*), starch content and dry matter content (r = 0.99***), number of leaf lobe and root dry matter (r = 0.30*), number of leaf lobe and starch content (r = 0.28*), and height at first branching and plant height (r = 0.45**). Findings are useful for conservation, management, short term recommendation for release and genetic improvement of the crop. Springer India 2019-12-23 2020-02 /pmc/articles/PMC7036393/ /pubmed/32158137 http://dx.doi.org/10.1007/s12298-019-00740-x Text en © The Author(s) 2019 Open AccessThis 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/. |
spellingShingle | Research Article Karim, Kumba Y. Ifie, Beatrice Dzidzienyo, Daniel Danquah, Eric Y. Blay, Essie T. Whyte, Jim B. A. Kulakow, Peter Rabbi, Ismail Parkes, Elizabeth Omoigui, Lucky Norman, Prince E. Iluebbey, Peter Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
title | Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
title_full | Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
title_fullStr | Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
title_full_unstemmed | Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
title_short | Genetic characterization of cassava (Manihot esculenta Crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
title_sort | genetic characterization of cassava (manihot esculenta crantz) genotypes using agro-morphological and single nucleotide polymorphism markers |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036393/ https://www.ncbi.nlm.nih.gov/pubmed/32158137 http://dx.doi.org/10.1007/s12298-019-00740-x |
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