Cargando…
Tumour-specific Causal Inference Discovers Distinct Disease Mechanisms Underlying Cancer Subtypes
Cancer is a disease mainly caused by somatic genome alterations (SGAs) that perturb cellular signalling systems. Furthermore, the combination of pathway aberrations in a tumour defines its disease mechanism, and distinct disease mechanisms underlie the inter-tumour heterogeneity in terms of disease...
Autores principales: | Xue, Yifan, Cooper, Gregory, Cai, Chunhui, Lu, Songjian, Hu, Baoli, Ma, Xiaojun, Lu, Xinghua |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6744493/ https://www.ncbi.nlm.nih.gov/pubmed/31519988 http://dx.doi.org/10.1038/s41598-019-48318-7 |
Ejemplares similares
-
Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference
por: Cai, Chunhui, et al.
Publicado: (2019) -
A Novel Bayesian Framework Infers Driver Activation States and Reveals Pathway-Oriented Molecular Subtypes in Head and Neck Cancer
por: Liu, Zhengping, et al.
Publicado: (2022) -
Discovering functional impacts of miRNAs in cancers using a causal deep learning model
por: Chen, Lujia, et al.
Publicado: (2018) -
Explicit representation of protein activity states significantly improves causal discovery of protein phosphorylation networks
por: Liu, Jinling, et al.
Publicado: (2020) -
The Impact of Positive Fluid Balance on Sepsis Subtypes: A Causal Inference Study
por: Patel, Sharad, et al.
Publicado: (2023)