Cargando…
Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize
BACKGROUND: Maize (Zea mays) husk referring to the leafy outer enclosing the ear, plays an important role in grain production by directly contributing photosynthate and protecting ear from pathogen infection. Although the physiological functions related to husk have been extensively studied, little...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117540/ https://www.ncbi.nlm.nih.gov/pubmed/27871222 http://dx.doi.org/10.1186/s12864-016-3229-6 |
_version_ | 1782468823353393152 |
---|---|
author | Cui, Zhenhai Luo, Jinhong Qi, Chuangye Ruan, Yanye Li, Jing Zhang, Ao Yang, Xiaohong He, Yan |
author_facet | Cui, Zhenhai Luo, Jinhong Qi, Chuangye Ruan, Yanye Li, Jing Zhang, Ao Yang, Xiaohong He, Yan |
author_sort | Cui, Zhenhai |
collection | PubMed |
description | BACKGROUND: Maize (Zea mays) husk referring to the leafy outer enclosing the ear, plays an important role in grain production by directly contributing photosynthate and protecting ear from pathogen infection. Although the physiological functions related to husk have been extensively studied, little is known about its morphological variation and genetic basis in natural population. RESULTS: Here we utilized a maize association panel including 508 inbred lines with tropical, subtropical and temperate backgrounds to decipher the genetic architecture attributed to four husk traits, i.e. number of layers, length, width and thickness. Evaluating the phenotypic diversity at two different environments showed that four traits exhibit broadly natural variations and moderate levels of heritability with 0.64, 0.74, 0.49 and 0.75 for number, length, width and thickness, respectively. Diversity analysis indicated that different traits have dissimilar responses to subpopulation effects. A series of significantly positive or negative correlations between husk phenotypes and other agronomic traits were identified, indicating that husk growth is coordinated with other developmental processes. Combining husk traits with about half of a million of single nucleotide polymorphisms (SNPs) via genome-wide association study revealed a total of 9 variants significantly associated with traits at P < 1.04 × 10(-5), which are implicated in multiple functional categories, such as cellular trafficking, transcriptional regulation and metabolism. CONCLUSIONS: These results provide instrumental information for understanding the genetic basis of husk development, and further studies on identified candidate genes facilitate to illuminate molecular pathways regulating maize husk growth. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-3229-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5117540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51175402016-11-28 Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize Cui, Zhenhai Luo, Jinhong Qi, Chuangye Ruan, Yanye Li, Jing Zhang, Ao Yang, Xiaohong He, Yan BMC Genomics Research Article BACKGROUND: Maize (Zea mays) husk referring to the leafy outer enclosing the ear, plays an important role in grain production by directly contributing photosynthate and protecting ear from pathogen infection. Although the physiological functions related to husk have been extensively studied, little is known about its morphological variation and genetic basis in natural population. RESULTS: Here we utilized a maize association panel including 508 inbred lines with tropical, subtropical and temperate backgrounds to decipher the genetic architecture attributed to four husk traits, i.e. number of layers, length, width and thickness. Evaluating the phenotypic diversity at two different environments showed that four traits exhibit broadly natural variations and moderate levels of heritability with 0.64, 0.74, 0.49 and 0.75 for number, length, width and thickness, respectively. Diversity analysis indicated that different traits have dissimilar responses to subpopulation effects. A series of significantly positive or negative correlations between husk phenotypes and other agronomic traits were identified, indicating that husk growth is coordinated with other developmental processes. Combining husk traits with about half of a million of single nucleotide polymorphisms (SNPs) via genome-wide association study revealed a total of 9 variants significantly associated with traits at P < 1.04 × 10(-5), which are implicated in multiple functional categories, such as cellular trafficking, transcriptional regulation and metabolism. CONCLUSIONS: These results provide instrumental information for understanding the genetic basis of husk development, and further studies on identified candidate genes facilitate to illuminate molecular pathways regulating maize husk growth. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-3229-6) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-21 /pmc/articles/PMC5117540/ /pubmed/27871222 http://dx.doi.org/10.1186/s12864-016-3229-6 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Cui, Zhenhai Luo, Jinhong Qi, Chuangye Ruan, Yanye Li, Jing Zhang, Ao Yang, Xiaohong He, Yan Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize |
title | Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize |
title_full | Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize |
title_fullStr | Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize |
title_full_unstemmed | Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize |
title_short | Genome-wide association study (GWAS) reveals the genetic architecture of four husk traits in maize |
title_sort | genome-wide association study (gwas) reveals the genetic architecture of four husk traits in maize |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117540/ https://www.ncbi.nlm.nih.gov/pubmed/27871222 http://dx.doi.org/10.1186/s12864-016-3229-6 |
work_keys_str_mv | AT cuizhenhai genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT luojinhong genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT qichuangye genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT ruanyanye genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT lijing genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT zhangao genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT yangxiaohong genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize AT heyan genomewideassociationstudygwasrevealsthegeneticarchitectureoffourhusktraitsinmaize |