Use of transcriptomic data to inform biophysical models via Bayesian networks

C.R. Guadagno, D. Millar, R. Lai,D.S. Mackay, J.R. Pleban,C.R. McClung,C. Weinig,D.R. Wang,B.E. Ewers

Ecological Modelling（2020）

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摘要

•We associate changes in biophysical traits to expression frequency of gene modules.•Bayesian networks can be used to provide probabilities, linking expression levels to traits.•Implemented process models with transcriptomic information capture genotypic and environmental variation.

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关键词

Biophysical models,Bayesian networks,Energy flow,Transcriptome,Phenome

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