Cargando…

Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)

Understanding the genetic basis of traits of economic importance under drought stressed and well-watered conditions is important in enhancing genetic gains in dry beans (Phaseolus vulgaris L.). This research aims to: (i) identify markers associated with agronomic and physiological traits for drought...

Descripción completa

Detalles Bibliográficos
Autores principales: Mutari, Bruce, Sibiya, Julia, Shayanowako, Admire, Chidzanga, Charity, Matova, Prince M., Gasura, Edmore
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194967/
https://www.ncbi.nlm.nih.gov/pubmed/37200295
http://dx.doi.org/10.1371/journal.pone.0278500
_version_ 1785044129973010432
author Mutari, Bruce
Sibiya, Julia
Shayanowako, Admire
Chidzanga, Charity
Matova, Prince M.
Gasura, Edmore
author_facet Mutari, Bruce
Sibiya, Julia
Shayanowako, Admire
Chidzanga, Charity
Matova, Prince M.
Gasura, Edmore
author_sort Mutari, Bruce
collection PubMed
description Understanding the genetic basis of traits of economic importance under drought stressed and well-watered conditions is important in enhancing genetic gains in dry beans (Phaseolus vulgaris L.). This research aims to: (i) identify markers associated with agronomic and physiological traits for drought tolerance and (ii) identify drought-related putative candidate genes within the mapped genomic regions. An andean and middle-american diversity panel (AMDP) comprising of 185 genotypes was screened in the field under drought stressed and well-watered conditions for two successive seasons. Agronomic and physiological traits, viz., days to 50% flowering (DFW), plant height (PH), days to physiological maturity (DPM), grain yield (GYD), 100-seed weight (SW), leaf temperature (LT), leaf chlorophyll content (LCC) and stomatal conductance (SC) were phenotyped. Principal component and association analysis were conducted using the filtered 9370 Diversity Arrays Technology sequencing (DArTseq) markers. The mean PH, GYD, SW, DPM, LCC and SC of the panel was reduced by 12.1, 29.6, 10.3, 12.6, 28.5 and 62.0%, respectively under drought stressed conditions. Population structure analysis revealed two sub-populations, which corresponded to the andean and middle-american gene pools. Markers explained 0.08–0.10, 0.22–0.23, 0.29–0.32, 0.43–0.44, 0.65–0.66 and 0.69–0.70 of the total phenotypic variability (R(2)) for SC, LT, PH, GYD, SW and DFW, respectively under drought stressed conditions. For well-watered conditions, R(2) varied from 0.08 (LT) to 0.70 (DPM). Overall, 68 significant (p < 10(−03)) marker-trait associations (MTAs) and 22 putative candidate genes were identified across drought stressed and well-watered conditions. Most of the identified genes had known biological functions related to regulating the response to drought stress. The findings provide new insights into the genetic architecture of drought stress tolerance in common bean. The findings also provide potential candidate SNPs and putative genes that can be utilized in gene discovery and marker-assisted breeding for drought tolerance after validation.
format Online
Article
Text
id pubmed-10194967
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-101949672023-05-19 Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.) Mutari, Bruce Sibiya, Julia Shayanowako, Admire Chidzanga, Charity Matova, Prince M. Gasura, Edmore PLoS One Research Article Understanding the genetic basis of traits of economic importance under drought stressed and well-watered conditions is important in enhancing genetic gains in dry beans (Phaseolus vulgaris L.). This research aims to: (i) identify markers associated with agronomic and physiological traits for drought tolerance and (ii) identify drought-related putative candidate genes within the mapped genomic regions. An andean and middle-american diversity panel (AMDP) comprising of 185 genotypes was screened in the field under drought stressed and well-watered conditions for two successive seasons. Agronomic and physiological traits, viz., days to 50% flowering (DFW), plant height (PH), days to physiological maturity (DPM), grain yield (GYD), 100-seed weight (SW), leaf temperature (LT), leaf chlorophyll content (LCC) and stomatal conductance (SC) were phenotyped. Principal component and association analysis were conducted using the filtered 9370 Diversity Arrays Technology sequencing (DArTseq) markers. The mean PH, GYD, SW, DPM, LCC and SC of the panel was reduced by 12.1, 29.6, 10.3, 12.6, 28.5 and 62.0%, respectively under drought stressed conditions. Population structure analysis revealed two sub-populations, which corresponded to the andean and middle-american gene pools. Markers explained 0.08–0.10, 0.22–0.23, 0.29–0.32, 0.43–0.44, 0.65–0.66 and 0.69–0.70 of the total phenotypic variability (R(2)) for SC, LT, PH, GYD, SW and DFW, respectively under drought stressed conditions. For well-watered conditions, R(2) varied from 0.08 (LT) to 0.70 (DPM). Overall, 68 significant (p < 10(−03)) marker-trait associations (MTAs) and 22 putative candidate genes were identified across drought stressed and well-watered conditions. Most of the identified genes had known biological functions related to regulating the response to drought stress. The findings provide new insights into the genetic architecture of drought stress tolerance in common bean. The findings also provide potential candidate SNPs and putative genes that can be utilized in gene discovery and marker-assisted breeding for drought tolerance after validation. Public Library of Science 2023-05-18 /pmc/articles/PMC10194967/ /pubmed/37200295 http://dx.doi.org/10.1371/journal.pone.0278500 Text en © 2023 Mutari 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
Mutari, Bruce
Sibiya, Julia
Shayanowako, Admire
Chidzanga, Charity
Matova, Prince M.
Gasura, Edmore
Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)
title Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)
title_full Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)
title_fullStr Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)
title_full_unstemmed Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)
title_short Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.)
title_sort genome-wide association mapping for component traits of drought tolerance in dry beans (phaseolus vulgaris l.)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194967/
https://www.ncbi.nlm.nih.gov/pubmed/37200295
http://dx.doi.org/10.1371/journal.pone.0278500
work_keys_str_mv AT mutaribruce genomewideassociationmappingforcomponenttraitsofdroughttoleranceindrybeansphaseolusvulgarisl
AT sibiyajulia genomewideassociationmappingforcomponenttraitsofdroughttoleranceindrybeansphaseolusvulgarisl
AT shayanowakoadmire genomewideassociationmappingforcomponenttraitsofdroughttoleranceindrybeansphaseolusvulgarisl
AT chidzangacharity genomewideassociationmappingforcomponenttraitsofdroughttoleranceindrybeansphaseolusvulgarisl
AT matovaprincem genomewideassociationmappingforcomponenttraitsofdroughttoleranceindrybeansphaseolusvulgarisl
AT gasuraedmore genomewideassociationmappingforcomponenttraitsofdroughttoleranceindrybeansphaseolusvulgarisl