Bhati Pradeep Kumar, Juliana Philomin, Singh Ravi Prakash, Joshi Arun Kumar, Vishwakarma Manish Kumar, Poland Jesse, Govindan Velu, Shrestha Sandesh, Crespo-Herrera Leonardo, Mondal Suchismita, Huerta-Espino Julio, Kumar Uttam
International Maize and Wheat Improvement Center (CIMMYT), New Delhi, India.
Borlaug Institute for South Asia (BISA), New Delhi, India.
Front Plant Sci. 2022 Jul 6;13:920682. doi: 10.3389/fpls.2022.920682. eCollection 2022.
Spring bread wheat adaptation to diverse environments is supported by various traits such as phenology and plant architecture. A large-scale genome-wide association study (GWAS) was designed to investigate and dissect the genetic architecture of phenology affecting adaptation. It used 48 datasets from 4,680 spring wheat lines. For 8 years (2014-2021), these lines were evaluated for days to heading (DH) and maturity (DM) at three sites: Jabalpur, Ludhiana, and Samastipur (Pusa), which represent the three major Indian wheat-producing zones: the Central Zone (CZ), North-Western Plain Zone (NWPZ), and North-Eastern Plain Zone (NEPZ), respectively. Ludhiana had the highest mean DH of 103.8 days and DM of 148.6 days, whereas Jabalpur had the lowest mean DH of 77.7 days and DM of 121.6 days. We identified 119 markers significantly associated with DH and DM on chromosomes 5B (76), 2B (18), 7D (10), 4D (8), 5A (1), 6B (4), 7B (1), and 3D (1). Our results clearly indicated the importance of the photoperiod-associated gene (-B1) for adaptation to the NWPZ and the -B1 gene for adaptation to the NEPZ and CZ. A maximum variation of 21.1 and 14% was explained by markers 2B_56134146 and 5B_574145576 linked to the -B1 and -B1 genes, respectively, indicating their significant role in regulating DH and DM. The results provide important insights into the genomic regions associated with the two phenological traits that influence adaptation to the major wheat-producing zones in India.
春小麦对不同环境的适应性受到物候和株型等多种性状的支持。一项大规模全基因组关联研究(GWAS)旨在调查和剖析影响适应性的物候遗传结构。该研究使用了来自4680个春小麦品系的48个数据集。在8年时间里(2014 - 2021年),这些品系在贾巴尔普尔、卢迪亚纳和萨马斯蒂布尔(普萨)三个地点进行抽穗天数(DH)和成熟天数(DM)的评估,这三个地点分别代表印度三个主要小麦产区:中部地区(CZ)、西北平原地区(NWPZ)和东北平原地区(NEPZ)。卢迪亚纳的平均抽穗天数最高,为103.8天,成熟天数为148.6天,而贾巴尔普尔的平均抽穗天数最低,为77.7天,成熟天数为121.6天。我们在5B(76个)、2B(18个)、7D(10个)、4D(8个)、5A(1个)、6B(4个)、7B(1个)和3D(1个)染色体上鉴定出119个与抽穗天数和成熟天数显著相关的标记。我们的结果清楚地表明了光周期相关基因(-B1)对适应西北平原地区的重要性,以及 -B1基因对适应东北平原地区和中部地区的重要性。与 -B1和 -B1基因连锁的标记2B_56134146和5B_574145576分别解释了高达21.1%和14%的变异,表明它们在调节抽穗天数和成熟天数方面发挥了重要作用。这些结果为与影响印度主要小麦产区适应性的两个物候性状相关的基因组区域提供了重要见解。