Kannababu Netyam, Nanjundappa Sandeep, Narayanan Neha, Vetriventhan Mani, Venkateswarlu Ronda, Das Indra Kanta, Srikanth Arutla, Viswanath Aswini, Singh Swati, Malipatil Renuka, Satyavathi Tara C, Thirunavukkarasu Nepolean
Seed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Sci Rep. 2025 Feb 15;15(1):5569. doi: 10.1038/s41598-025-89315-3.
Finger millet (Eleusine coracana (L.) Gaertn.) is a calcium-rich, nutritious and resilient crop that thrives even in harsh environmental conditions. In such ecologies, seed longevity and seedling vigor are crucial for sustainable crop production amid climate change. The current study explores the genetics of accelerated aging on seed longevity traits across 221 diverse accessions of finger millet through genome-wide association approach (GWAS). A significant variation was identified in germination percentage, germination rate indices, mean germination time, seedling vigor indices and dry weight upon aging treatment. GWAS model from 11,832 high-quality SNPs identified through Genotyping-by-Sequencing (GBS) approach produced 491 marker-trait associations (MTAs) for 27 traits, of which 54 were FDR-corrected. A pleiotropic SNP, FM_SNP_9478 identified on chromosome 7B was associated with the traits viz., germination after aging, germination index after aging and their relative measures. Functional annotation revealed DET1 and expansin-A2 influenced seed coat integrity, critical for germination and aging resilience. Probable protein phosphatase 2C3 and piezo-type ion channels contributed to mechanical sensing and stress adaptation in seeds. Beta-amylase and acetyl-CoA carboxylase 2 were identified for seed metabolism and stress response. These insights lay the framework for targeted breeding efforts to improve seed quality and resilience under diverse production conditions.
龙爪稷(Eleusine coracana (L.) Gaertn.)是一种富含钙、营养丰富且适应能力强的作物,即使在恶劣的环境条件下也能茁壮成长。在这样的生态环境中,种子寿命和幼苗活力对于气候变化下的可持续作物生产至关重要。当前的研究通过全基因组关联分析方法(GWAS),对221份不同的龙爪稷种质资源的种子寿命性状进行加速老化的遗传学研究。在老化处理后的发芽率、发芽速率指数、平均发芽时间、幼苗活力指数和干重方面发现了显著差异。通过简化基因组测序(GBS)方法鉴定出的11832个高质量单核苷酸多态性(SNP)构建的GWAS模型,针对27个性状产生了491个标记-性状关联(MTA),其中54个经过了错误发现率(FDR)校正。在7B染色体上鉴定出的一个多效性SNP,FM_SNP_9478,与老化后的发芽、老化后的发芽指数及其相关指标等性状相关。功能注释显示,DET1和扩张蛋白-A2影响种皮完整性,这对发芽和抗老化至关重要。可能的蛋白磷酸酶2C3和压电型离子通道有助于种子的机械感知和胁迫适应。β-淀粉酶和乙酰辅酶A羧化酶2被确定与种子代谢和胁迫反应有关。这些见解为在不同生产条件下提高种子质量和抗逆性的定向育种工作奠定了框架。