TY - JOUR
T1 - Understanding the Genetic Basis of Spike Fertility to Improve Grain Number, Harvest Index, and Grain Yield in Wheat Under High Temperature Stress Environments
AU - Pradhan, Sumit
AU - Babar, Md Ali
AU - Robbins, Kelly
AU - Bai, Guihua
AU - Mason, Richard Esten
AU - Khan, Jahangir
AU - Shahi, Dipendra
AU - Avci, Muhsin
AU - Guo, Jia
AU - Maksud Hossain, Mohammad
AU - Bhatta, Madhav
AU - Mergoum, Mohamed
AU - Asseng, Senthold
AU - Amand, Paul St
AU - Gezan, Salvador
AU - Baik, Byung Kee
AU - Blount, Ann
AU - Bernardo, Amy
N1 - Publisher Copyright:
© Copyright © 2019 Pradhan, Babar, Robbins, Bai, Mason, Khan, Shahi, Avci, Guo, Maksud Hossain, Bhatta, Mergoum, Asseng, Amand, Gezan, Baik, Blount and Bernardo.
PY - 2019/11/29
Y1 - 2019/11/29
N2 - Moderate heat stress accompanied by short episodes of extreme heat during the post-anthesis stage is common in most US wheat growing areas and causes substantial yield losses. Sink strength (grain number) is a key yield limiting factor in modern wheat varieties. Increasing spike fertility (SF) and improving the partitioning of assimilates can optimize sink strength which is essential to improve wheat yield potential under a hot and humid environment. A genome-wide association study (GWAS) allows identification of novel quantitative trait loci (QTLs) associated with SF and other partitioning traits that can assist in marker assisted breeding. In this study, GWAS was performed on a soft wheat association mapping panel (SWAMP) comprised of 236 elite lines using 27,466 single nucleotide polymorphisms (SNPs). The panel was phenotyped in two heat stress locations over 3 years. GWAS identified 109 significant marker-trait associations (MTAs) (p ≤ 9.99 x 10−5) related to eight phenotypic traits including SF (a major component of grain number) and spike harvest index (SHI, a major component of grain weight). MTAs detected on chromosomes 1B, 3A, 3B, and 5A were associated with multiple traits and are potentially important targets for selection. More than half of the significant MTAs (60 out of 109) were found in genes encoding different types of proteins related to metabolism, disease, and abiotic stress including heat stress. These MTAs could be potential targets for further validation study and may be used in marker-assisted breeding for improving wheat grain yield under post-anthesis heat stress conditions. This is the first study to identify novel QTLs associated with SF and SHI which represent the major components of grain number and grain weight, respectively, in wheat.
AB - Moderate heat stress accompanied by short episodes of extreme heat during the post-anthesis stage is common in most US wheat growing areas and causes substantial yield losses. Sink strength (grain number) is a key yield limiting factor in modern wheat varieties. Increasing spike fertility (SF) and improving the partitioning of assimilates can optimize sink strength which is essential to improve wheat yield potential under a hot and humid environment. A genome-wide association study (GWAS) allows identification of novel quantitative trait loci (QTLs) associated with SF and other partitioning traits that can assist in marker assisted breeding. In this study, GWAS was performed on a soft wheat association mapping panel (SWAMP) comprised of 236 elite lines using 27,466 single nucleotide polymorphisms (SNPs). The panel was phenotyped in two heat stress locations over 3 years. GWAS identified 109 significant marker-trait associations (MTAs) (p ≤ 9.99 x 10−5) related to eight phenotypic traits including SF (a major component of grain number) and spike harvest index (SHI, a major component of grain weight). MTAs detected on chromosomes 1B, 3A, 3B, and 5A were associated with multiple traits and are potentially important targets for selection. More than half of the significant MTAs (60 out of 109) were found in genes encoding different types of proteins related to metabolism, disease, and abiotic stress including heat stress. These MTAs could be potential targets for further validation study and may be used in marker-assisted breeding for improving wheat grain yield under post-anthesis heat stress conditions. This is the first study to identify novel QTLs associated with SF and SHI which represent the major components of grain number and grain weight, respectively, in wheat.
KW - genome-wide association study
KW - genotyping-by-sequencing
KW - marker-assisted breeding
KW - marker-trait associations
KW - quantitative trait loci
KW - single nucleotide polymorphisms
KW - spike fertility
KW - spike harvest index
UR - http://www.scopus.com/inward/record.url?scp=85076887751&partnerID=8YFLogxK
U2 - 10.3389/fpls.2019.01481
DO - 10.3389/fpls.2019.01481
M3 - Article
AN - SCOPUS:85076887751
SN - 1664-462X
VL - 10
JO - Frontiers in Plant Science
JF - Frontiers in Plant Science
M1 - 1481
ER -