Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
Department of Biotechnology, University of Agricultural Sciences (UAS), Dharwad, India.
Plant Biotechnol J. 2020 Nov;18(11):2187-2200. doi: 10.1111/pbi.13374. Epub 2020 Apr 23.
Spatio-temporal and developmental stage-specific transcriptome analysis plays a crucial role in systems biology-based improvement of any species. In this context, we report here the Arachis hypogaea gene expression atlas (AhGEA) for the world's widest cultivated subsp. fastigiata based on RNA-seq data using 20 diverse tissues across five key developmental stages. Approximately 480 million paired-end filtered reads were generated followed by identification of 81 901 transcripts from an early-maturing, high-yielding, drought-tolerant groundnut variety, ICGV 91114. Further, 57 344 genome-wide transcripts were identified with ≥1 FPKM across different tissues and stages. Our in-depth analysis of the global transcriptome sheds light into complex regulatory networks namely gravitropism and photomorphogenesis, seed development, allergens and oil biosynthesis in groundnut. Importantly, interesting insights into molecular basis of seed development and nodulation have immense potential for translational genomics research. We have also identified a set of stable expressing transcripts across the selected tissues, which could be utilized as internal controls in groundnut functional genomics studies. The AhGEA revealed potential transcripts associated with allergens, which upon appropriate validation could be deployed in the coming years to develop consumer-friendly groundnut varieties. Taken together, the AhGEA touches upon various important and key features of cultivated groundnut and provides a reference for further functional, comparative and translational genomics research for various economically important traits.
基于 RNA-seq 数据的时空和发育阶段特异性转录组分析在基于系统生物学的任何物种改良中都起着至关重要的作用。在这方面,我们在此报告了基于世界上种植最广泛的栽培亚种 fastigiata 的花生基因表达图谱(AhGEA),该图谱使用了五个关键发育阶段的 20 种不同组织的 RNA-seq 数据。大约生成了 4.8 亿对过滤的末端对reads,随后从一个早熟、高产、耐旱的花生品种 ICGV 91114 中鉴定出了 81901 个转录本。此外,在不同的组织和阶段,有 57344 个全基因组转录本被鉴定出≥1 FPKM。我们对全球转录组的深入分析揭示了复杂的调控网络,即花生中的向重力性和光形态建成、种子发育、过敏原和油脂生物合成。重要的是,对种子发育和结瘤的分子基础的深入了解,对于转化基因组学研究具有巨大的潜力。我们还在选定的组织中鉴定出了一组稳定表达的转录本,它们可以作为花生功能基因组学研究的内参。AhGEA 揭示了与过敏原相关的潜在转录本,在经过适当验证后,这些转录本可能在未来几年内用于开发适合消费者的花生品种。总之,AhGEA 涉及栽培花生的各种重要和关键特征,为进一步的功能、比较和转化基因组学研究各种经济重要性状提供了参考。