Understanding the genetic basis of quality-related traits contributes to the improvement of grain protein concentration (GPC), grain starch concentration (GSC), and wet gluten concentration (WGC) in wheat, a genome-wide association study (GWAS) based on a mixed linear model (MLM) was performed on the 236 wheat accessions including 160 cultivars and 76 landraces using 55K single nucleotide polymorphism (SNP) array in multiple environments. A total of twelve stable QTL/SNPs were identified to control different quality traits in this populations at least two environments under stripe rust stress; three, seven and two QTLs associated with GPC, GSC, and WGC were characterized respectively and located on chromosomes 1B, 1D, 2A, 2B, 2D, 3B, 3D, 5D, and 7D with the range of phenotypic variation explained (PVE) from 4.2 to 10.7%. Compared with the previously reported QTLs/genes, five QTLs (QGsc.sicau-1BL, QGsc.sicau-1DS, QGsc.sicau-2DL.1, QGsc.sicau-2DL.2, QWgc.sicau-5DL) were potentially novel. KASP markers for SNPs AX-108770574 and AX-108791420 on chromosome on 5D associated with wet gluten concentration were successfully developed. Phenotype of the cultivars containing the A-allele in AX-108770574 and T-allele in AX-108791420 were extremely significantly (P<0.01) higher than that of the landraces containing the G-allele or C-allele of wet gluten concentration in each of the environments. The developed and validated KASP markers could be utilized in molecular breeding aiming to improve the quality in wheat.

Recent studies have shown that lipid metabolism is a key factor affecting anther development and male fertility. However, how plants regulating the metabolic balance of multiple lipids to ensure proper anther development and male fertility remains unclear. Analyzing lipid molecules related to anther fertility and genes responsible for their biosynthesis is crucial for understanding the physiological significance of lipid metabolism in crop fertility. In this study, we compared the transcriptome and the composition and content of lipids in anthers of two Upland cotton (Gossypium hirsutum) materials, Shida 98 (WT) and its nearly-isogenic male sterile line Shida 98A (MS). Transcriptomics analysis identified many differentially expressed genes between the two materials, with the genes of the alpha-linolenic acid metabolism pathway being the most significantly associated with the male sterility phenotype. Investigations on lipids revealed that the MS anthers over-accumulated free fatty acids (FFAs), phosphatidic acid (PA), mono- and di-galactosyldiacylglycerol (MGDG and DGDG), and had a decreased content of triacylglycerol (TAG), which was closely related to the abnormal metabolism of alpha-linolenic acid (C18:3); therefore, the major lipids containing C18:3-acyl chains, such as PA, MGDG, DGDG and TAG, are proposed to play a major role in cotton anther development. We also showed that an excessive level of MGDG and DGDG caused JA overaccumulation in MS anthers, which in turn inhibited the expression of GhFAD3 and consequently reduced the C18:3 content, presumably via a feedback regulation mechanism, ultimately affecting plant fertility. Together, our results revealed the importance of a balanced lipid metabolism in regulating the development of cotton anther and pollen and consequently male fertility.