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Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival
- Source :
- Journal of Experimental & Clinical Cancer Research : CR, Journal of Experimental & Clinical Cancer Research, Vol 40, Iss 1, Pp 1-21 (2021)
- Publication Year :
- 2021
- Publisher :
- BioMed Central, 2021.
-
Abstract
- Background The intrinsic immuno-ge7nomic characteristics of colorectal cancer cells that affect tumor biology and shape the tumor immune microenvironment (TIM) are unclear. Methods We developed a patient-derived colorectal cancer organoid (CCO) model and performed pairwise analysis of 87 CCOs and their matched primary tumors. The TIM type of the primary tumor was classified as immuno-active, immuno-exhausted, or immuno-desert. Results The gene expression profiles, signaling pathways, major oncogenic mutations, and histology of the CCOs recapitulated those of the primary tumors, but not the TIM of primary tumors. Two distinct intrinsic molecular subgroups of highly proliferative and mesenchymal phenotypes with clinical significance were identified in CCOs with various cancer signaling pathways. CCOs showed variable expression of cancer-specific immune-related genes such as those encoding HLA-I and HLA-II, and molecules involved in immune checkpoint activation/inhibition. Among these genes, the expression of HLA-II in CCOs was associated with favorable patient survival. K-means clustering analysis based on HLA-II expression in CCOs revealed a subgroup of patients, in whom cancer cells exhibited Intrinsically Immunogenic Properties (Ca-IIP), and were characterized by high expression of signatures associated with HLA-I, HLA-II, antigen presentation, and immune stimulation. Patients with the Ca-IIP phenotype had an excellent prognosis, irrespective of age, disease stage, intrinsic molecular type, or TIM status. Ca-IIP was negatively correlated with intrinsic E2F/MYC signaling. Analysis of the correlation between CCO immuno-genotype and TIM phenotype revealed that the TIM phenotype was associated with microsatellite instability, Wnt/β-catenin signaling, APC/KRAS mutations, and the unfolded protein response pathway linked to the FBXW7 mutation in cancer cells. However, Ca-IIP was not associated with the TIM phenotype. Conclusions We identified a Ca-IIP phenotype from a large set of CCOs. Our findings may provide an unprecedented opportunity to develop new strategies for optimal patient stratification in this era of immunotherapy.
- Subjects :
- 0301 basic medicine
Male
Cancer Research
Microenvironment
Colorectal cancer
Biology
medicine.disease_cause
03 medical and health sciences
0302 clinical medicine
medicine
Humans
RC254-282
Mutation
Research
Wnt signaling pathway
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
Prognosis
Phenotype
Primary tumor
Survival Analysis
Immune checkpoint
Organoids
030104 developmental biology
Oncology
Intrinsic
Cancer cell
Cancer research
HLA-II, Immuno-genomic
Female
KRAS
Gene expression
Colorectal Neoplasms
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 17569966 and 03929078
- Volume :
- 40
- Database :
- OpenAIRE
- Journal :
- Journal of Experimental & Clinical Cancer Research : CR
- Accession number :
- edsair.doi.dedup.....a73ce826dd3870374b185d8838b2d2d3