Cargando…

Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize

Low-phosphorus (P) stress is one of the major factors constraining plant growth and yield. Improving plant tolerance to P starvation through molecular breeding is an efficient alternative to increase grain production. In the study, 331 diverse maize inbreds were used to detect nucleotide diversity a...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Fengkai, Liu, Zuoming, Xu, Jie, Gao, Shibin, Lin, Haijian, Liu, Ling, Liu, Yaxi, Lu, Yanli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4955381/
https://www.ncbi.nlm.nih.gov/pubmed/27493655
http://dx.doi.org/10.3389/fpls.2016.01076
_version_ 1782443927081582592
author Wu, Fengkai
Liu, Zuoming
Xu, Jie
Gao, Shibin
Lin, Haijian
Liu, Ling
Liu, Yaxi
Lu, Yanli
author_facet Wu, Fengkai
Liu, Zuoming
Xu, Jie
Gao, Shibin
Lin, Haijian
Liu, Ling
Liu, Yaxi
Lu, Yanli
author_sort Wu, Fengkai
collection PubMed
description Low-phosphorus (P) stress is one of the major factors constraining plant growth and yield. Improving plant tolerance to P starvation through molecular breeding is an efficient alternative to increase grain production. In the study, 331 diverse maize inbreds were used to detect nucleotide diversity and favorable alleles of ZmARF31, which plays a key role in low P responses and root architecture regulation. Significant phenotypic variation was found in each of 11 tested traits under both P and no-P treatments, and 30 single nucleotide polymorphisms (SNPs) and 14 insertion–deletions (InDels) were detected in ZmARF31 among the 331 maize inbreds. The 5′-untranslated region (UTR) of ZmARF31 showed a small linkage disequilibrium (LD) block under significant purifying selection, whereas the 3′-UTR showed the most abundant diversity and a larger LD block. Thirty, fourteen, and nine natural variations were identified in ZmARF31 that were associated with P-deficiency-tolerance traits (P ≤ 0.01) by using the general linear model (GLM), GLM incorporated with population structure, and mixed linear model, respectively. Four SNPs were significantly associated with the total dry weight (TDW) in the three models, of which SNPs S410 and S462 were located in a complete LD block. A further verification conducted in a recombinant inbred line population revealed that favorable allele G/G of non-synonymous mutation S410 and favorable allele with a 38 bp insertion of InDel S1442 exhibited positive genetic effects on the TDW and total root tips, respectively. Expression analysis further confirmed that ZmARF31 was highly expressed in the roots of low-P-tolerant inbred 178. The protein encoded by ZmARF31 was located both in the nucleus and cytoplasm. Haplotypes carrying more favorable alleles showed a greater effect on phenotypic variation than single loci. Such haplotypes should be helpful to develop valuable genetic markers and perform maize molecular breeding.
format Online
Article
Text
id pubmed-4955381
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-49553812016-08-04 Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize Wu, Fengkai Liu, Zuoming Xu, Jie Gao, Shibin Lin, Haijian Liu, Ling Liu, Yaxi Lu, Yanli Front Plant Sci Plant Science Low-phosphorus (P) stress is one of the major factors constraining plant growth and yield. Improving plant tolerance to P starvation through molecular breeding is an efficient alternative to increase grain production. In the study, 331 diverse maize inbreds were used to detect nucleotide diversity and favorable alleles of ZmARF31, which plays a key role in low P responses and root architecture regulation. Significant phenotypic variation was found in each of 11 tested traits under both P and no-P treatments, and 30 single nucleotide polymorphisms (SNPs) and 14 insertion–deletions (InDels) were detected in ZmARF31 among the 331 maize inbreds. The 5′-untranslated region (UTR) of ZmARF31 showed a small linkage disequilibrium (LD) block under significant purifying selection, whereas the 3′-UTR showed the most abundant diversity and a larger LD block. Thirty, fourteen, and nine natural variations were identified in ZmARF31 that were associated with P-deficiency-tolerance traits (P ≤ 0.01) by using the general linear model (GLM), GLM incorporated with population structure, and mixed linear model, respectively. Four SNPs were significantly associated with the total dry weight (TDW) in the three models, of which SNPs S410 and S462 were located in a complete LD block. A further verification conducted in a recombinant inbred line population revealed that favorable allele G/G of non-synonymous mutation S410 and favorable allele with a 38 bp insertion of InDel S1442 exhibited positive genetic effects on the TDW and total root tips, respectively. Expression analysis further confirmed that ZmARF31 was highly expressed in the roots of low-P-tolerant inbred 178. The protein encoded by ZmARF31 was located both in the nucleus and cytoplasm. Haplotypes carrying more favorable alleles showed a greater effect on phenotypic variation than single loci. Such haplotypes should be helpful to develop valuable genetic markers and perform maize molecular breeding. Frontiers Media S.A. 2016-07-21 /pmc/articles/PMC4955381/ /pubmed/27493655 http://dx.doi.org/10.3389/fpls.2016.01076 Text en Copyright © 2016 Wu, Liu, Xu, Gao, Lin, Liu, Liu and Lu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Wu, Fengkai
Liu, Zuoming
Xu, Jie
Gao, Shibin
Lin, Haijian
Liu, Ling
Liu, Yaxi
Lu, Yanli
Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize
title Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize
title_full Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize
title_fullStr Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize
title_full_unstemmed Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize
title_short Molecular Evolution and Association of Natural Variation in ZmARF31 with Low Phosphorus Tolerance in Maize
title_sort molecular evolution and association of natural variation in zmarf31 with low phosphorus tolerance in maize
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4955381/
https://www.ncbi.nlm.nih.gov/pubmed/27493655
http://dx.doi.org/10.3389/fpls.2016.01076
work_keys_str_mv AT wufengkai molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT liuzuoming molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT xujie molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT gaoshibin molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT linhaijian molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT liuling molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT liuyaxi molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize
AT luyanli molecularevolutionandassociationofnaturalvariationinzmarf31withlowphosphorustoleranceinmaize