Toward learning the principles of plant gene regulation

编号 040037505

推送时间 20221226

研究领域 森林培育 

年份 2022 

类型 期刊 

语种 英语

标题 Toward learning the principles of plant gene regulation

来源期刊 Trends in
Plant Science

期 第375期

发表时间 20221201

关键词 gene expression prediction;  DNA motifs;  DNA regulatory code;  gene regulatory structure;  machine learning;  deep neural networks; 

摘要 Advanced machine learning (ML) algorithms produce highly accurate models of gene expression, uncovering novel regulatory features in nucleotide sequences involving multiple cis-regulatory regions across whole genes and structural properties. These broaden our understanding of gene regulation and point to new principles to test and adopt in the field of plant science.

服务人员 孙小满

服务院士 尹伟伦

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