Identification of Early Warning Signals at the Critical Transition Point of Colorectal Cancer Based on Dynamic Network Analysis

Identification of Early Warning Signals at the Critical Transition Point of Colorectal Cancer Based on Dynamic Network Analysis

Colorectal cancer (CRC) is one of the leading causes of cancer-related death worldwide. Due to the lack of early diagnosis methods and warning signals of CRC and its strong heterogeneity, the determination of accurate treatments for CRC and the identification of specific early warning signals are st...

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Bibliographic Details
Main Authors: Lei Liu, Zhuo Shao, Jiaxuan Lv, Fei Xu, Sibo Ren, Qing Jin, Jingbo Yang, Weifang Ma, Hongbo Xie, Denan Zhang, Xiujie Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
early warning signal
personalized treatment
dynamic network biomarker
colorectal cancer
critical transition point
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2020.00530/full

Internet

https://www.frontiersin.org/article/10.3389/fbioe.2020.00530/full

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