生物
计算生物学
系统医学
网络理论
精密医学
系统生物学
疾病
基因调控网络
数据科学
生物信息学
基因表达
基因
遗传学
计算机科学
数学
统计
内科学
医学
作者
Kazuyuki Aihara,Rui Liu,Keiichi Koizumi,Xiaoping Liu,Luonan Chen
出处
期刊:Gene
[Elsevier BV]
日期:2021-10-07
卷期号:808: 145997-145997
被引量:49
标识
DOI:10.1016/j.gene.2021.145997
摘要
This paper reviews theory of DNB (Dynamical Network Biomarkers) and its applications including both modern medicine and traditional medicine. We show that omics data such as gene/protein expression profiles can be effectively used to detect pre-disease states before critical transitions from healthy states to disease states by using the DNB theory. The DNB theory with big biological data is expected to lead to ultra-early precision and preventive medicine.
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