An advanced systems biology framework of feature engineering for cold tolerance genes discovery from integrated omics and non-omics data in soybean

An advanced systems biology framework of feature engineering for cold tolerance genes discovery from integrated omics and non-omics data in soybean

Soybean is sensitive to low temperatures during the crop growing season. An urgent demand for breeding cold-tolerant cultivars to alleviate the production loss is apparent to cope with this scenario. Cold-tolerant trait is a complex and quantitative trait controlled by multiple genes, environmental...

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Bibliographic Details
Main Authors: Pei-Hsiu Kao, Supaporn Baiya, Zheng-Yuan Lai, Chih-Min Huang, Li-Hsin Jhan, Chian-Jiun Lin, Ya-Syuan Lai, Chung-Feng Kao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Plant Science
Subjects:
soybean
cold tolerance
feature engineering
omics and non-omics data integration
systems biology
non-parameter random forest prioritization
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.1019709/full

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https://www.frontiersin.org/articles/10.3389/fpls.2022.1019709/full

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