ArticleJournal of experimental & clinical cancer research : CR2021
Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival.
Article in Journal of experimental & clinical cancer research : CR, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.
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Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it, 36 citations in OpenAlex.
- FBXW7 Gene Mutation and Expression in Colorectal Cancer (CRC): A Systematic Review from Molecular Mechanisms to Clinical Translation.International journal of molecular sciences · 2025Pooled it
- Fatty Acid Metabolism and Hypoxia in the Tumor Microenvironment: Metabolic Adaptation and Clinical Potential in Colorectal Cancer.Biomedicines · 2026Review
- Microbial induction of MHC-II expression in colon cancer cells overcomes immunotherapy resistance and limits metastasis.bioRxiv : the preprint server for biology · 2026Article
- Methods and applications of patient-derived organoid models for immune microenvironment and immunotherapy research in multiple cancer types.Experimental hematology & oncology · 2026Review
- Colorectal cancer organoids: a developmental trajectory from Matrigel embedding to AI-empowered precision medicine.Frontiers in oncology · 2026Review
- A Retrospective Study of a Postoperative Inflammation-Based Score for Predicting Disease-Free Survival in Locally Advanced Rectal Cancer After Neoadjuvant Chemoradiotherapy.Cancer management and research · 2026Article
- Early mutational events and clonal dynamics in normal crypts: implications for colorectal tumorigenesis.Human genomics · 2025Review
- Maritoclax Overcomes FBW7 Deficiency-Driven Irinotecan Resistance in Colorectal Cancer by Targeting MCL1.Cancer medicine · 2025Article
- The role of TMEM119 in gastric adenocarcinoma and its specific effects on immunity.The Journal of international medical research · 2025Article
- Review
- Enhancing chemotherapy response prediction via matched colorectal tumor-organoid gene expression analysis and network-based biomarker selection.Translational oncology · 2025Article
- RepID as a potential biomarker and therapeutic target for lung neuroendocrine tumor.Scientific reports · 2024Article
- VONet: A deep learning network for 3D reconstruction of organoid structures with a minimal number of confocal images.Patterns (New York, N.Y.) · 2024Article
- Molecular insights and clinical implications for the tumor suppressor role of SCFBiochimica et biophysica acta. Reviews on cancer · 2024Review
- Unveiling the functional roles of patient-derived tumour organoids in assessing the tumour microenvironment and immunotherapy.Clinical and translational medicine · 2024Review
- Integration of pan-omics technologies and three-dimensional in vitro tumor models: an approach toward drug discovery and precision medicine.Molecular cancer · 2024Review
- Organoid co-culture models of the tumor microenvironment promote precision medicine.Cancer innovation · 2024Review
- Repurposing Metabolic Inhibitors in the Treatment of Colon Adenocarcinoma Patient-Derived Models.Cells · 2023Article
- TIM-3 Expression and M2 Polarization of Macrophages in the TGFβ-Activated Tumor Microenvironment in Colorectal Cancer.Cancers · 2023Article
- β-Arrestin 2 suppresses the activation of YAP by promoting LATS kinase activity.Genes & diseases · 2023Article
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Authors and funding
15 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe intrinsic immuno-ge7nomic characteristics of colorectal cancer cells that affect tumor biology and shape the tumor immune microenvironment (TIM) are unclear.
methodsWe 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.
resultsThe 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.
conclusionsWe 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.
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