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转录组动态的棉purpurascens 在应对非生物胁迫的 Iso - seq 和 RNA - seq 数据。

Transcriptome dynamics of Gossypium purpurascens in response to abiotic stresses by Iso-seq and RNA-seq data.

机构信息

Zhengzhou Research Base, State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, China.

State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences (ICR, CAAS), Anyang, Henan, 455000, China.

出版信息

Sci Data. 2024 May 9;11(1):477. doi: 10.1038/s41597-024-03334-9.

Abstract

Gossypium purpurascens is a member of the Malvaceae family, holds immense economic significance as a fiber crop worldwide. Abiotic stresses harm cotton crops, reduce yields, and cause economic losses. Generating high-quality reference genomes and large-scale transcriptomic datasets across diverse conditions can offer valuable insights into identifying preferred agronomic traits for crop breeding. The present research used leaf tissues to conduct PacBio Iso-seq and RNA-seq analysis. We carried out an in-depth analysis of DEGs using both correlations with cluster analysis and principal component analysis. Additionally, the study also involved the identification of both lncRNAs and CDS. We have prepared RNA-seq libraries from 75 RNA samples to study the effects of drought, salinity, alkali, and saline-alkali stress, as well as control conditions. A total of 454.06 Gigabytes of transcriptome data were effectively validated through the identification of differentially expressed genes and KEGG and GO analysis. Overwhelmingly, gene expression profiles and full-length transcripts from cotton tissues will aid in understanding the genetic mechanism of abiotic stress tolerance in G. purpurascens.

摘要

彩棉是锦葵科棉属植物,作为一种世界范围内的纤维作物,具有巨大的经济意义。非生物胁迫会损害棉花作物,降低产量,造成经济损失。在不同条件下生成高质量的参考基因组和大规模转录组数据集,可以为鉴定作物育种中所需的优良农艺性状提供有价值的见解。本研究使用叶片组织进行 PacBio Iso-seq 和 RNA-seq 分析。我们通过与聚类分析和主成分分析的相关性对差异表达基因进行了深入分析。此外,该研究还涉及 lncRNA 和 CDS 的鉴定。我们从 75 个 RNA 样本中制备了 RNA-seq 文库,以研究干旱、盐胁迫、碱胁迫和盐碱性胁迫以及对照条件的影响。通过鉴定差异表达基因和 KEGG 和 GO 分析,有效验证了总计 454.06Gigabytes 的转录组数据。总的来说,棉花组织的基因表达谱和全长转录本将有助于理解彩棉非生物胁迫耐受性的遗传机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6bc3/11081948/48ddd3685206/41597_2024_3334_Fig1_HTML.jpg

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