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Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival
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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276416/ https://www.ncbi.nlm.nih.gov/pubmed/34256801 http://dx.doi.org/10.1186/s13046-021-02034-1 |
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author | Cho, Eun Jeong Kim, Minsuh Jo, Daum Kim, Jihye Oh, Ji-Hye Chung, Hee Chul Lee, Sun-hye Kim, Deokhoon Chun, Sung-Min Kim, Jihun Lee, Hyeonjin Kim, Tae Won Yu, Chang Sik Sung, Chang Ohk Jang, Se Jin |
author_facet | Cho, Eun Jeong Kim, Minsuh Jo, Daum Kim, Jihye Oh, Ji-Hye Chung, Hee Chul Lee, Sun-hye Kim, Deokhoon Chun, Sung-Min Kim, Jihun Lee, Hyeonjin Kim, Tae Won Yu, Chang Sik Sung, Chang Ohk Jang, Se Jin |
author_sort | Cho, Eun Jeong |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-021-02034-1. |
format | Online Article Text |
id | pubmed-8276416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82764162021-07-13 Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival Cho, Eun Jeong Kim, Minsuh Jo, Daum Kim, Jihye Oh, Ji-Hye Chung, Hee Chul Lee, Sun-hye Kim, Deokhoon Chun, Sung-Min Kim, Jihun Lee, Hyeonjin Kim, Tae Won Yu, Chang Sik Sung, Chang Ohk Jang, Se Jin J Exp Clin Cancer Res Research 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-021-02034-1. BioMed Central 2021-07-13 /pmc/articles/PMC8276416/ /pubmed/34256801 http://dx.doi.org/10.1186/s13046-021-02034-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Cho, Eun Jeong Kim, Minsuh Jo, Daum Kim, Jihye Oh, Ji-Hye Chung, Hee Chul Lee, Sun-hye Kim, Deokhoon Chun, Sung-Min Kim, Jihun Lee, Hyeonjin Kim, Tae Won Yu, Chang Sik Sung, Chang Ohk Jang, Se Jin Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
title | Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
title_full | Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
title_fullStr | Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
title_full_unstemmed | Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
title_short | Immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
title_sort | immuno-genomic classification of colorectal cancer organoids reveals cancer cells with intrinsic immunogenic properties associated with patient survival |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276416/ https://www.ncbi.nlm.nih.gov/pubmed/34256801 http://dx.doi.org/10.1186/s13046-021-02034-1 |
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