Classification of colorectal cancer into clinically relevant subtypes based on genes and mesenchymal cells.

Cuicui XiaoXuegang ZhaoXiaojie LiShuguang ZhuJing CaoHongping ChenDanyang LiLiuping ShaFei HuangZiqing HeiJiao GongBo Hu

Published in: Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico (2022)

This study highlights the utility of immune and innate cells, especially during gene analysis, to provide the theoretical basis for personalized treatment in colorectal cancer patients.

Keyphrases

induced apoptosis
cell cycle arrest
genome wide
machine learning
bone marrow
endoplasmic reticulum stress
cell death
copy number
oxidative stress
signaling pathway
cell proliferation
gene expression
dna methylation
genome wide analysis
data analysis