Detect the early-warning signals of diseases based on signaling pathway perturbations on a single sample

BACKGROUND: During the pathogenesisof complex diseases, a sudden health deterioration will occur as results of the cumulative effect of various internal or external factors. The prediction of an early warning signal (pre-disease state) before such deterioration is very important in clinical practice...

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Detalles Bibliográficos
Autores principales: Huo, Yanhao, Zhao, Geng, Ruan, Luoshan, Xu, Peng, Fang, Gang, Zhang, Fengyue, Bao, Zhenshen, Li, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772045/
https://www.ncbi.nlm.nih.gov/pubmed/35045824
http://dx.doi.org/10.1186/s12859-021-04286-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772045/
https://www.ncbi.nlm.nih.gov/pubmed/35045824
http://dx.doi.org/10.1186/s12859-021-04286-2

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