Integrative identification of key genes governing Verticillium wilt resistance in Gossypium hirsutum using machine learning and WGCNA

Integrative identification of key genes governing Verticillium wilt resistance in Gossypium hirsutum using machine learning and WGCNA

IntroductionVerticillium wilt, caused by Verticillium dahliae, is one of the most devastating diseases affecting global cotton (Gossypium hirsutum) production. Given the limited effectiveness of chemical control measures and the polygenic nature of resistance, elucidating the key genetic determinant...

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Bibliographic Details
Main Authors: Yufeng Lei, Jing Zhao, Siyuan Hou, Fufeng Xu, Chongbo Zhang, Dongchen Cai, Xiaolei Cao, Zhaoqun Yao, Sifeng Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Plant Science
Subjects:
Verticillium wilt
Gossypium hirsutum
RNA-Seq
WGCNA
machine learning
disease resistance
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1621604/full
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