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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...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Pei-Hsiu Kao, Supaporn Baiya, Zheng-Yuan Lai, Chih-Min Huang, Li-Hsin Jhan, Chian-Jiun Lin, Ya-Syuan Lai, Chung-Feng Kao
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2022-09-01
Schriftenreihe:Frontiers in Plant Science
Schlagworte:
soybean
cold tolerance
feature engineering
omics and non-omics data integration
systems biology
non-parameter random forest prioritization
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fpls.2022.1019709/full
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