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A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz)
Cassava, a food security crop in Africa, is grown throughout the tropics and subtropics. Although cassava can provide high productivity in suboptimal conditions, the yield in Africa is substantially lower than in other geographies. The yield gap is attributable to many challenges faced by cassava in...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651776/ https://www.ncbi.nlm.nih.gov/pubmed/34876620 http://dx.doi.org/10.1038/s41598-021-02794-y |
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author | Ogbonna, Alex C. Ramu, Punna Esuma, Williams Nandudu, Leah Morales, Nicolas Powell, Adrian Kawuki, Robert Bauchet, Guillaume Jannink, Jean-Luc Mueller, Lukas A. |
author_facet | Ogbonna, Alex C. Ramu, Punna Esuma, Williams Nandudu, Leah Morales, Nicolas Powell, Adrian Kawuki, Robert Bauchet, Guillaume Jannink, Jean-Luc Mueller, Lukas A. |
author_sort | Ogbonna, Alex C. |
collection | PubMed |
description | Cassava, a food security crop in Africa, is grown throughout the tropics and subtropics. Although cassava can provide high productivity in suboptimal conditions, the yield in Africa is substantially lower than in other geographies. The yield gap is attributable to many challenges faced by cassava in Africa, including susceptibility to diseases and poor soil conditions. In this study, we carried out 3’RNA sequencing on 150 accessions from the National Crops Resources Research Institute, Uganda for 5 tissue types, providing population-based transcriptomics resources to the research community in a web-based queryable cassava expression atlas. Differential expression and weighted gene co-expression network analysis were performed to detect 8820 significantly differentially expressed genes (DEGs), revealing similarity in expression patterns between tissue types and the clustering of detected DEGs into 18 gene modules. As a confirmation of data quality, differential expression and pathway analysis targeting cassava mosaic disease (CMD) identified 27 genes observed in the plant–pathogen interaction pathway, several previously identified CMD resistance genes, and two peroxidase family proteins different from the CMD2 gene. Present research work represents a novel resource towards understanding complex traits at expression and molecular levels for the development of resistant and high-yielding cassava varieties, as exemplified with CMD. |
format | Online Article Text |
id | pubmed-8651776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86517762021-12-09 A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) Ogbonna, Alex C. Ramu, Punna Esuma, Williams Nandudu, Leah Morales, Nicolas Powell, Adrian Kawuki, Robert Bauchet, Guillaume Jannink, Jean-Luc Mueller, Lukas A. Sci Rep Article Cassava, a food security crop in Africa, is grown throughout the tropics and subtropics. Although cassava can provide high productivity in suboptimal conditions, the yield in Africa is substantially lower than in other geographies. The yield gap is attributable to many challenges faced by cassava in Africa, including susceptibility to diseases and poor soil conditions. In this study, we carried out 3’RNA sequencing on 150 accessions from the National Crops Resources Research Institute, Uganda for 5 tissue types, providing population-based transcriptomics resources to the research community in a web-based queryable cassava expression atlas. Differential expression and weighted gene co-expression network analysis were performed to detect 8820 significantly differentially expressed genes (DEGs), revealing similarity in expression patterns between tissue types and the clustering of detected DEGs into 18 gene modules. As a confirmation of data quality, differential expression and pathway analysis targeting cassava mosaic disease (CMD) identified 27 genes observed in the plant–pathogen interaction pathway, several previously identified CMD resistance genes, and two peroxidase family proteins different from the CMD2 gene. Present research work represents a novel resource towards understanding complex traits at expression and molecular levels for the development of resistant and high-yielding cassava varieties, as exemplified with CMD. Nature Publishing Group UK 2021-12-07 /pmc/articles/PMC8651776/ /pubmed/34876620 http://dx.doi.org/10.1038/s41598-021-02794-y Text en © The Author(s) 2021 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 Ogbonna, Alex C. Ramu, Punna Esuma, Williams Nandudu, Leah Morales, Nicolas Powell, Adrian Kawuki, Robert Bauchet, Guillaume Jannink, Jean-Luc Mueller, Lukas A. A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) |
title | A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) |
title_full | A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) |
title_fullStr | A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) |
title_full_unstemmed | A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) |
title_short | A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz) |
title_sort | population based expression atlas provides insights into disease resistance and other physiological traits in cassava (manihot esculenta crantz) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651776/ https://www.ncbi.nlm.nih.gov/pubmed/34876620 http://dx.doi.org/10.1038/s41598-021-02794-y |
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