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高粱品种抗旱机制的代谢组学和转录组学分析

Metabolomic and transcriptomic analyses of drought resistance mechanisms in sorghum varieties.

作者信息

Yue Li, Wang Hui, Shan Qimike, Kuerban Zaituniguli, Mao Hongyan, Yu Ming

机构信息

Research Institute of Crops, Xingjiang Academy of Agricultural Sciences, Urumqi, Xinjiang, China.

出版信息

PeerJ. 2025 Jul 4;13:e19596. doi: 10.7717/peerj.19596. eCollection 2025.

Abstract

For a long time, sorghum breeding has focused on improving yield and quality traits, whereas little research has been conducted on drought resistance. To this end, this study evaluated the phenotypes of two sorghum varieties (GL98 and GL220) under drought stress and normal conditions, and sequenced their transcriptomes and metabolomes. After drought stress, the growth rates of the roots and shoots of GL220 exceeded those of GL98 at 72 h. A total of 6,344 differentially expressed genes (DEGs) were identified RNA-seq differential expression analysis; these genes were significantly annotated in the phenylpropanoid biosynthesis, starch and sucrose metabolism, amino acid metabolism, and flavonoid biosynthesis pathways. The 6,344 DEGs were clustered into four clusters by K-means, and the pathways of each cluster were annotated. A total of 3,913 metabolites were identified by ultrahigh-performance liquid chromatography-MS (UPLC-MS), and a total of 1,942 differentially accumulated metabolites (DAMs), including five common DAMs, were identified. Through combined RNA-seq and metabolomics analyses, we determined that the flavonoid biosynthesis pathway is an important regulatory pathway in the sorghum response to drought stress and that was significantly correlated with 10 metabolites of the flavonoid pathway. In summary, our results provide a theoretical basis for a deeper understanding of the molecular mechanism of sorghum drought resistance and new genetic resources for subsequent research.

摘要

长期以来,高粱育种一直专注于提高产量和品质性状,而对耐旱性的研究较少。为此,本研究评估了两个高粱品种(GL98和GL220)在干旱胁迫和正常条件下的表型,并对它们的转录组和代谢组进行了测序。干旱胁迫后,GL220的根和地上部分在72小时时的生长速率超过了GL98。通过RNA测序差异表达分析共鉴定出6344个差异表达基因(DEG);这些基因在苯丙烷生物合成、淀粉和蔗糖代谢、氨基酸代谢以及类黄酮生物合成途径中得到了显著注释。通过K均值法将这6344个DEG聚类为四个簇,并对每个簇的途径进行了注释。通过超高效液相色谱-质谱联用(UPLC-MS)共鉴定出3913种代谢物,共鉴定出1942种差异积累代谢物(DAM),其中包括5种常见的DAM。通过RNA测序和代谢组学联合分析,我们确定类黄酮生物合成途径是高粱对干旱胁迫响应中的一条重要调控途径,并且与类黄酮途径的10种代谢物显著相关。总之,我们的结果为更深入了解高粱抗旱分子机制提供了理论基础,并为后续研究提供了新的遗传资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/677d/12232930/557f30e060f9/peerj-13-19596-g001.jpg

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