Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.

Manganese (Mn) is an essential micro-nutrient for plants, but flooded rice fields can accumulate high levels of Mn2+ leading to Mn toxicity. Here, we present a genome-wide association study (GWAS) to identify candidate loci conferring Mn toxicity tolerance in rice (Oryza sativa L.). A diversity pane...

Full description

Bibliographic Details
Main Authors: Asis Shrestha, Ambrose Kwaku Dziwornu, Yoshiaki Ueda, Lin-Bo Wu, Boby Mathew, Michael Frei
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5806864?pdf=render
id doaj-1a3feeeac06249e98c187e1e9753a2e7
record_format Article
spelling doaj-1a3feeeac06249e98c187e1e9753a2e72020-11-25T02:30:49ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01132e019211610.1371/journal.pone.0192116Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.Asis ShresthaAmbrose Kwaku DziwornuYoshiaki UedaLin-Bo WuBoby MathewMichael FreiManganese (Mn) is an essential micro-nutrient for plants, but flooded rice fields can accumulate high levels of Mn2+ leading to Mn toxicity. Here, we present a genome-wide association study (GWAS) to identify candidate loci conferring Mn toxicity tolerance in rice (Oryza sativa L.). A diversity panel of 288 genotypes was grown in hydroponic solutions in a greenhouse under optimal and toxic Mn concentrations. We applied a Mn toxicity treatment (5 ppm Mn2+, 3 weeks) at twelve days after transplanting. Mn toxicity caused moderate damage in rice in terms of biomass loss and symptom formation despite extremely high shoot Mn concentrations ranging from 2.4 to 17.4 mg g-1. The tropical japonica subpopulation was more sensitive to Mn toxicity than other subpopulations. Leaf damage symptoms were significantly correlated with Mn uptake into shoots. Association mapping was conducted for seven traits using 416741 single nucleotide polymorphism (SNP) markers using a mixed linear model, and detected six significant associations for the traits shoot manganese concentration and relative shoot length. Candidate regions contained genes coding for a heavy metal transporter, peroxidase precursor and Mn2+ ion binding proteins. The significant marker SNP-2.22465867 caused an amino acid change in a gene (LOC_Os02g37170) with unknown function. This study demonstrated significant natural variation in rice for Mn toxicity tolerance and the possibility of using GWAS to unravel genetic factors responsible for such complex traits.http://europepmc.org/articles/PMC5806864?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Asis Shrestha
Ambrose Kwaku Dziwornu
Yoshiaki Ueda
Lin-Bo Wu
Boby Mathew
Michael Frei
spellingShingle Asis Shrestha
Ambrose Kwaku Dziwornu
Yoshiaki Ueda
Lin-Bo Wu
Boby Mathew
Michael Frei
Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.
PLoS ONE
author_facet Asis Shrestha
Ambrose Kwaku Dziwornu
Yoshiaki Ueda
Lin-Bo Wu
Boby Mathew
Michael Frei
author_sort Asis Shrestha
title Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.
title_short Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.
title_full Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.
title_fullStr Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.
title_full_unstemmed Genome-wide association study to identify candidate loci and genes for Mn toxicity tolerance in rice.
title_sort genome-wide association study to identify candidate loci and genes for mn toxicity tolerance in rice.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description Manganese (Mn) is an essential micro-nutrient for plants, but flooded rice fields can accumulate high levels of Mn2+ leading to Mn toxicity. Here, we present a genome-wide association study (GWAS) to identify candidate loci conferring Mn toxicity tolerance in rice (Oryza sativa L.). A diversity panel of 288 genotypes was grown in hydroponic solutions in a greenhouse under optimal and toxic Mn concentrations. We applied a Mn toxicity treatment (5 ppm Mn2+, 3 weeks) at twelve days after transplanting. Mn toxicity caused moderate damage in rice in terms of biomass loss and symptom formation despite extremely high shoot Mn concentrations ranging from 2.4 to 17.4 mg g-1. The tropical japonica subpopulation was more sensitive to Mn toxicity than other subpopulations. Leaf damage symptoms were significantly correlated with Mn uptake into shoots. Association mapping was conducted for seven traits using 416741 single nucleotide polymorphism (SNP) markers using a mixed linear model, and detected six significant associations for the traits shoot manganese concentration and relative shoot length. Candidate regions contained genes coding for a heavy metal transporter, peroxidase precursor and Mn2+ ion binding proteins. The significant marker SNP-2.22465867 caused an amino acid change in a gene (LOC_Os02g37170) with unknown function. This study demonstrated significant natural variation in rice for Mn toxicity tolerance and the possibility of using GWAS to unravel genetic factors responsible for such complex traits.
url http://europepmc.org/articles/PMC5806864?pdf=render
work_keys_str_mv AT asisshrestha genomewideassociationstudytoidentifycandidatelociandgenesformntoxicitytoleranceinrice
AT ambrosekwakudziwornu genomewideassociationstudytoidentifycandidatelociandgenesformntoxicitytoleranceinrice
AT yoshiakiueda genomewideassociationstudytoidentifycandidatelociandgenesformntoxicitytoleranceinrice
AT linbowu genomewideassociationstudytoidentifycandidatelociandgenesformntoxicitytoleranceinrice
AT bobymathew genomewideassociationstudytoidentifycandidatelociandgenesformntoxicitytoleranceinrice
AT michaelfrei genomewideassociationstudytoidentifycandidatelociandgenesformntoxicitytoleranceinrice
_version_ 1724827643672526848