计算生物学
编码
表观遗传学
基因沉默
核糖核酸
非编码RNA
生物
基因调控网络
长非编码RNA
稳健性(进化)
模块化(生物学)
基因
遗传学
基因表达
基因表达调控
作者
Simona Panni,Ruth C. Lovering,Pablo Porras,Sandra Orchard
标识
DOI:10.1016/j.bbagrm.2019.194417
摘要
It is well established that the vast majority of human RNA transcripts do not encode for proteins and that non-coding RNAs regulate cell physiology and shape cellular functions. A subset of them is involved in gene regulation at different levels, from epigenetic gene silencing to post-transcriptional regulation of mRNA stability. Notably, the aberrant expression of many non-coding RNAs has been associated with aggressive pathologies. Rapid advances in network biology indicates that the robustness of cellular processes is the result of specific properties of biological networks such as scale-free degree distribution and hierarchical modularity, suggesting that regulatory network analyses could provide new insights on gene regulation and dysfunction mechanisms. In this study we present an overview of public repositories where non-coding RNA-regulatory interactions are collected and annotated, we discuss unresolved questions for data integration and we recall existing resources to build and analyse networks.
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