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Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize
Ear diameter (ED) is a critical component of grain yield (GY) in maize (Zea mays L.). Studying the genetic basis of ED in maize is of great significance in enhancing maize GY. Against this backdrop, this study was framed to (1) map the ED-related quantitative trait locus (QTL) and SNPs associated wi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10298426/ https://www.ncbi.nlm.nih.gov/pubmed/37372485 http://dx.doi.org/10.3390/genes14061305 |
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author | Jiang, Fuyan Liu, Li Li, Ziwei Bi, Yaqi Yin, Xingfu Guo, Ruijia Wang, Jing Zhang, Yudong Shaw, Ranjan Kumar Fan, Xingming |
author_facet | Jiang, Fuyan Liu, Li Li, Ziwei Bi, Yaqi Yin, Xingfu Guo, Ruijia Wang, Jing Zhang, Yudong Shaw, Ranjan Kumar Fan, Xingming |
author_sort | Jiang, Fuyan |
collection | PubMed |
description | Ear diameter (ED) is a critical component of grain yield (GY) in maize (Zea mays L.). Studying the genetic basis of ED in maize is of great significance in enhancing maize GY. Against this backdrop, this study was framed to (1) map the ED-related quantitative trait locus (QTL) and SNPs associated with ED; and (2) identify putative functional genes that may affect ED in maize. To accomplish this, an elite maize inbred line, Ye107, which belongs to the Reid heterotic group, was used as a common parent and crossed with seven elite inbred lines from three different heterotic groups (Suwan1, Reid, and nonReid) that exhibited abundant genetic variation in ED. This led to the construction of a multi-parent population consisting of 1215 F(7) recombinant inbred lines (F(7)RILs). A genome-wide association study (GWAS) and linkage analysis were then conducted for the multi-parent population using 264,694 high-quality SNPs generated via the genotyping-by-sequencing method. Our study identified a total of 11 SNPs that were significantly associated with ED through the GWAS, and three QTLs were revealed by the linkage analysis for ED. The major QTL on chromosome 1 was co-identified in the region by the GWAS at SNP_143985532. SNP_143985532, located upstream of the Zm00001d030559 gene, encodes a callose synthase that is expressed in various tissues, with the highest expression level in the maize ear primordium. Haplotype analysis indicated that the haplotype B (allele AA) of Zm00001d030559 was positively correlated with ED. The candidate genes and SNPs identified in this study provide crucial insights for future studies on the genetic mechanism of maize ED formation, cloning of ED-related genes, and genetic improvement of ED. These results may help develop important genetic resources for enhancing maize yield through marker-assisted breeding. |
format | Online Article Text |
id | pubmed-10298426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102984262023-06-28 Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize Jiang, Fuyan Liu, Li Li, Ziwei Bi, Yaqi Yin, Xingfu Guo, Ruijia Wang, Jing Zhang, Yudong Shaw, Ranjan Kumar Fan, Xingming Genes (Basel) Article Ear diameter (ED) is a critical component of grain yield (GY) in maize (Zea mays L.). Studying the genetic basis of ED in maize is of great significance in enhancing maize GY. Against this backdrop, this study was framed to (1) map the ED-related quantitative trait locus (QTL) and SNPs associated with ED; and (2) identify putative functional genes that may affect ED in maize. To accomplish this, an elite maize inbred line, Ye107, which belongs to the Reid heterotic group, was used as a common parent and crossed with seven elite inbred lines from three different heterotic groups (Suwan1, Reid, and nonReid) that exhibited abundant genetic variation in ED. This led to the construction of a multi-parent population consisting of 1215 F(7) recombinant inbred lines (F(7)RILs). A genome-wide association study (GWAS) and linkage analysis were then conducted for the multi-parent population using 264,694 high-quality SNPs generated via the genotyping-by-sequencing method. Our study identified a total of 11 SNPs that were significantly associated with ED through the GWAS, and three QTLs were revealed by the linkage analysis for ED. The major QTL on chromosome 1 was co-identified in the region by the GWAS at SNP_143985532. SNP_143985532, located upstream of the Zm00001d030559 gene, encodes a callose synthase that is expressed in various tissues, with the highest expression level in the maize ear primordium. Haplotype analysis indicated that the haplotype B (allele AA) of Zm00001d030559 was positively correlated with ED. The candidate genes and SNPs identified in this study provide crucial insights for future studies on the genetic mechanism of maize ED formation, cloning of ED-related genes, and genetic improvement of ED. These results may help develop important genetic resources for enhancing maize yield through marker-assisted breeding. MDPI 2023-06-20 /pmc/articles/PMC10298426/ /pubmed/37372485 http://dx.doi.org/10.3390/genes14061305 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Jiang, Fuyan Liu, Li Li, Ziwei Bi, Yaqi Yin, Xingfu Guo, Ruijia Wang, Jing Zhang, Yudong Shaw, Ranjan Kumar Fan, Xingming Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize |
title | Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize |
title_full | Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize |
title_fullStr | Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize |
title_full_unstemmed | Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize |
title_short | Identification of Candidate QTLs and Genes for Ear Diameter by Multi-Parent Population in Maize |
title_sort | identification of candidate qtls and genes for ear diameter by multi-parent population in maize |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10298426/ https://www.ncbi.nlm.nih.gov/pubmed/37372485 http://dx.doi.org/10.3390/genes14061305 |
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