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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2016
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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 |
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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 |
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