Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.

Outbreaks of root rot disease in the productive South Indian sericulture belt have threatened the sustainability of the industry. Macrophomina phaseolina (Tassi) Goid. causing charcoal rot is the predominant pathogen to which all productive mulberry cultivars are susceptible. The present study was u...

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Main Authors: Marian Vincent Pinto, Poornima H S, Rukmangada M S, Triveni R, V Girish Naik
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6034859?pdf=render
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spelling doaj-72a8e54779dd4cd19b3f8a850c744f392020-11-25T02:47:07ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01137e020009910.1371/journal.pone.0200099Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.Marian Vincent PintoPoornima H SRukmangada M STriveni RV Girish NaikOutbreaks of root rot disease in the productive South Indian sericulture belt have threatened the sustainability of the industry. Macrophomina phaseolina (Tassi) Goid. causing charcoal rot is the predominant pathogen to which all productive mulberry cultivars are susceptible. The present study was undertaken to identify molecular markers associated with charcoal rot resistance in mulberry. A mapping panel comprising 214 diverse entries from the Indian germplasm collection was assessed for charcoal rot resistance by artificial inoculation. Resistance to the pathogen was observed in 20 entries, and 51 were found to be moderately resistant. A total of 773 alleles generated across 105 SSR loci and 20,384 AFLP markers generated using 32 EcoRI-NN and MseI-CNN primer combinations were used in genetic analysis. The panel was weakly structured with two subpopulations. However, most entries were found to be admixtures. Survival of cuttings and number of roots per sapling were associated with root rot resistance. Association mapping was performed using different linear mixed models. Five AFLP markers explaining 9.6-12.7% of the total phenotypic variance were found to be significantly (p < 0.05) associated with root rot resistance. Significant associations were also detected in four AFLP markers for survival of cuttings, and these markers explained 10.7-14.2% of the total phenotypic variance. These markers should be validated using mapping populations derived from contrasting biparental combinations by linkage analysis for use in marker-assisted gene pyramiding for durable resistance. The resistant genotypes identified in this study will substantially contribute to genetic improvement of mulberry for charcoal rot resistance and can be integrated into conventional breeding programmes.http://europepmc.org/articles/PMC6034859?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Marian Vincent Pinto
Poornima H S
Rukmangada M S
Triveni R
V Girish Naik
spellingShingle Marian Vincent Pinto
Poornima H S
Rukmangada M S
Triveni R
V Girish Naik
Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
PLoS ONE
author_facet Marian Vincent Pinto
Poornima H S
Rukmangada M S
Triveni R
V Girish Naik
author_sort Marian Vincent Pinto
title Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
title_short Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
title_full Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
title_fullStr Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
title_full_unstemmed Association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
title_sort association mapping of quantitative resistance to charcoal root rot in mulberry germplasm.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description Outbreaks of root rot disease in the productive South Indian sericulture belt have threatened the sustainability of the industry. Macrophomina phaseolina (Tassi) Goid. causing charcoal rot is the predominant pathogen to which all productive mulberry cultivars are susceptible. The present study was undertaken to identify molecular markers associated with charcoal rot resistance in mulberry. A mapping panel comprising 214 diverse entries from the Indian germplasm collection was assessed for charcoal rot resistance by artificial inoculation. Resistance to the pathogen was observed in 20 entries, and 51 were found to be moderately resistant. A total of 773 alleles generated across 105 SSR loci and 20,384 AFLP markers generated using 32 EcoRI-NN and MseI-CNN primer combinations were used in genetic analysis. The panel was weakly structured with two subpopulations. However, most entries were found to be admixtures. Survival of cuttings and number of roots per sapling were associated with root rot resistance. Association mapping was performed using different linear mixed models. Five AFLP markers explaining 9.6-12.7% of the total phenotypic variance were found to be significantly (p < 0.05) associated with root rot resistance. Significant associations were also detected in four AFLP markers for survival of cuttings, and these markers explained 10.7-14.2% of the total phenotypic variance. These markers should be validated using mapping populations derived from contrasting biparental combinations by linkage analysis for use in marker-assisted gene pyramiding for durable resistance. The resistant genotypes identified in this study will substantially contribute to genetic improvement of mulberry for charcoal rot resistance and can be integrated into conventional breeding programmes.
url http://europepmc.org/articles/PMC6034859?pdf=render
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