Fan Xiaoli, Liu Xiaofeng, Feng Bo, Zhou Qiang, Deng Guangbing, Long Hai, Cao Jun, Guo Shaodan, Ji Guangsi, Xu Zhibin, Wang Tao
Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China.
University of Chinese Academy of Sciences, Beijing, China.
Front Genet. 2022 Aug 26;13:978880. doi: 10.3389/fgene.2022.978880. eCollection 2022.
Wheat is one of the most important staple crops for supplying nutrition and energy to people world. A new genetic map based on the Wheat 55 K SNP array was constructed using recombinant inbred lines derived from a cross between Zhongkemai138 and Kechengmai2 to explore the genetic foundation for wheat grain features. This new map covered 2,155.72 cM across the 21 wheat chromosomes with 11,455 markers. And 2,846 specific markers for this genetic map and 148 coincident markers among different maps were documented, which was helpful for improving and updating wheat genetic and genomic information. Using this map, a total of 68 additive QTLs and 82 pairs of epistatic QTLs were detected for grain features including yield, nutrient composition, and quality-related traits by QTLNetwork 2.1 and IciMapping 4.1 software. Fourteen additive QTLs and one pair of epistatic QTLs could be detected by both software programs and thus regarded as stable QTLs here, all of which explained higher phenotypic variance and thus could be utilized for wheat grain improvement. Additionally, thirteen additive QTLs were clustered into three genomic intervals (C4D.2, C5D, and C6D2), each of which had at least two stable QTLs. Among them, C4D.2 and C5D have been attributed to the famous dwarfing gene and the hardness locus , respectively, while endowed with main effects on eight grain yield/quality related traits and epistatically interacted with each other to control moisture content, indicating that the correlation of involved traits was supported by the pleotropic of individual genes but also regulated by the gene interaction networks. Additionally, the stable additive effect of C6D2 ( and ) on moisture content was also highlighted, potentially affected by a novel locus, and validated by its flanking Kompetitive Allele-Specific PCR marker, and , encoding aleurone layer morphogenesis protein, was deduced to be one of the candidate genes for this locus. This result observed at the QTL level the possible contribution of grain water content to the balances among yield, nutrients, and quality properties and reported a possible new locus controlling grain moisture content as well as its linked molecular marker for further grain feature improvement.
小麦是为全球人类提供营养和能量的最重要的主粮作物之一。利用中垦麦138和科成麦2杂交衍生的重组自交系构建了基于小麦55K SNP芯片的新遗传图谱,以探索小麦籽粒性状的遗传基础。该新图谱覆盖21条小麦染色体,全长2155.72厘摩,有11455个标记。记录了该遗传图谱的2846个特异标记以及不同图谱间的148个重合标记,这有助于完善和更新小麦遗传及基因组信息。利用该图谱,通过QTLNetwork 2.1和IciMapping 4.1软件,共检测到68个加性QTL和82对上位性QTL,涉及产量、营养成分和品质相关性状等籽粒性状。两个软件程序均能检测到14个加性QTL和1对上位性QTL,因此在这里将其视为稳定QTL,所有这些QTL均解释了较高的表型变异,可用于小麦籽粒改良。此外,13个加性QTL聚集在三个基因组区间(C4D.2、C5D和C6D2),每个区间至少有两个稳定QTL。其中,C4D.2和C5D分别已被归因于著名的矮秆基因和硬度位点,同时对8个籽粒产量/品质相关性状具有主要效应,并在控制水分含量方面存在上位性相互作用,表明相关性状的相关性不仅由单个基因的多效性支持,还受基因互作网络调控。此外,C6D2(和)对水分含量的稳定加性效应也很突出,可能受一个新位点影响,并通过其侧翼竞争性等位基因特异性PCR标记得到验证,推测编码糊粉层形态发生蛋白的基因是该位点的候选基因之一。这一结果在QTL水平上观察到籽粒含水量对产量、营养和品质特性平衡的可能贡献,并报道了一个可能控制籽粒含水量及其连锁分子标记的新位点,以进一步改良籽粒性状。