Jain Rubi, Dhaka Namrata, Krishnan Kushagra, Yadav Garima, Priyam Prachi, Sharma Manoj Kumar, Sharma Rita A
School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India.
Department of Biotechnology, School of Interdisciplinary and Applied Sciences, Central University of Haryana, Mahendergarh, Haryana, India.
Plant Cell Environ. 2025 Apr;48(4):2662-2690. doi: 10.1111/pce.15134. Epub 2024 Sep 9.
Sorghum (Sorghum bicolor (L.) Moench) is a highly nutritional multipurpose millet crop. However, the genetic and molecular regulatory mechanisms governing sorghum grain development and the associated agronomic traits remain unexplored. In this study, we performed a comprehensive transcriptomic analysis of pistils collected 1-2 days before pollination, and developing seeds collected -2, 10, 20 and 30 days after pollination of S. bicolor variety M35-1. Out of 31 337 genes expressed in these stages, 12 804 were differentially expressed in the consecutive stages of seed development. These exhibited 10 dominant expression patterns correlated with the distinct pathways and gene functions. Functional analysis, based on the pathway mapping, transcription factor enrichment and orthology, delineated the key patterns associated with pollination, fertilization, early seed development, grain filling and seed maturation. Furthermore, colocalization with previously reported quantitative trait loci (QTLs) for grain weight/size revealed 48 differentially expressed genes mapping to these QTL regions. Comprehensive literature mining integrated with QTL mapping and expression data shortlisted 25, 17 and 8 core candidates for engineering grain size, starch and protein content, respectively.
高粱(Sorghum bicolor (L.) Moench)是一种营养丰富的多用途黍类作物。然而,调控高粱籽粒发育及相关农艺性状的遗传和分子调控机制仍未得到探索。在本研究中,我们对双色高粱品种M35-1授粉前1-2天采集的雌蕊以及授粉后-2、10、20和30天采集的发育中的种子进行了全面的转录组分析。在这些阶段表达的31337个基因中,有12804个在种子发育的连续阶段差异表达。这些基因呈现出10种主要表达模式,与不同的途径和基因功能相关。基于途径映射、转录因子富集和直系同源性的功能分析,确定了与授粉、受精、早期种子发育、籽粒灌浆和种子成熟相关的关键模式。此外,与先前报道的粒重/粒大小数量性状位点(QTL)共定位显示,有48个差异表达基因定位于这些QTL区域。综合文献挖掘与QTL定位和表达数据,分别筛选出用于改良粒大小、淀粉和蛋白质含量的25个、17个和8个核心候选基因。