ArticleAnnals of oncology : official journal of the European Society for Medical Oncology2018
Colorectal premalignancy is associated with consensus molecular subtypes 1 and 2.
Article in Annals of oncology : official journal of the European Society for Medical Oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed, 50 citations in OpenAlex.
- Immune subtyping of colorectal adenoma identifies a subtype with activated adaptive immunity ahead of progressing to cancer.Discover oncology · 2026Article
- Consensus Molecular Subtypes (CMS) Classification: a progress towards Subtype-Driven treatments in colorectal cancer.World journal of surgical oncology · 2025Review
- Adaptive immune responses associated with the progression of premalignant lesions to colorectal cancer.Scientific reports · 2025Article
- The Immune Environment in Colorectal Adenoma: A Systematic Review.Biomedicines · 2025Review
- Advancements in immunotherapy for colorectal cancer treatment: a comprehensive review of strategies, challenges, and future prospective.International journal of colorectal disease · 2024Review
- From Subtypes to Solutions: Integrating CMS Classification with Precision Therapeutics in Colorectal Cancer.Current treatment options in oncology · 2024Review
- Article
- Clinical Challenges of Consensus Molecular Subtype CMS4 Colon Cancer in the Era of Precision Medicine.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Review
- TGFβ-Responsive Stromal Activation Occurs Early in Serrated Colorectal Carcinogenesis.International journal of molecular sciences · 2024Article
- SpaceANOVA: Spatial Co-occurrence Analysis of Cell Types in Multiplex Imaging Data Using Point Process and Functional ANOVA.Journal of proteome research · 2024Article
- Non-coding RNAs in Precursor Lesions of Colorectal Cancer: Their Role in Cancer Initiation and Formation.Current molecular medicine · 2024Review
- The histologic features, molecular features, detection and management of serrated polyps: a review.Frontiers in oncology · 2024Review
- The role of PIK3CA gene mutations in colorectal cancer and the selection of treatment strategies.Frontiers in pharmacology · 2024Review
- Clusterin Expression in Colorectal Carcinomas.International journal of molecular sciences · 2023Review
- Metabolic pathway-based molecular subtyping of colon cancer reveals clinical immunotherapy potential and prognosis.Journal of cancer research and clinical oncology · 2023Article
- Principles of Molecular Utility for CMS Classification in Colorectal Cancer Management.Cancers · 2023Review
- Somatic targeted mutation profiling of colorectal cancer precursor lesions.BMC medical genomics · 2022Article
- Comparative molecular genomic analyses of a spontaneous rhesus macaque model of mismatch repair-deficient colorectal cancer.PLoS genetics · 2022Article
- Validation of genetic classifiers derived from mouse and human tumors to identify molecular subtypes of colorectal cancer.Human pathology · 2022Article
- A Gene Signature Derived from the Loss of CDKN1A (p21) Is Associated with CMS4 Colorectal Cancer.Cancers · 2021Article
Corrections and comments
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Authors and funding
18 authors at 5 institutions in 3 countries.
Funding
Abstract
Background: Gene expression-based profiling of colorectal cancer (CRC) can be used to identify four molecularly homogeneous consensus molecular subtype (CMS) groups with unique biologic features. However, its applicability to colorectal premalignant lesions remains unknown. Patients and methods: We assembled the largest transcriptomic premalignancy dataset by integrating different public and proprietary cohorts of adenomatous and serrated polyps from sporadic (N = 311) and hereditary (N = 78) patient populations and carried out a comprehensive analysis of carcinogenesis pathways using the CMS random forest (RF) classifier. Results: Overall, transcriptomic subtyping of sporadic and hereditary polyps revealed CMS2 and CMS1 subgroups as the predominant molecular subtypes in premalignancy. Pathway enrichment analysis showed that adenomatous polyps from sporadic or hereditary cases (including Lynch syndrome) displayed a CMS2-like phenotype with WNT and MYC activation, whereas hyperplastic and serrated polyps with CMS1-like phenotype harbored prominent immune activation. Rare adenomas with CMS4-like phenotype showed significant enrichment for stromal signatures along with transforming growth factor-β activation. There was a strong association of CMS1-like polyps with serrated pathology, right-sided anatomic location and BRAF mutations. Conclusions: Based on our observations made in premalignancy, we propose a model of pathway activation associated with CMS classification in colorectal carcinogenesis. Specifically, while adenomatous polyps are largely CMS2, most hyperplastic and serrated polyps are CMS1 and may transition into other CMS groups during evolution into carcinomas. Our findings shed light on the transcriptional landscape of premalignant colonic polyps and may help guide the development of future biomarkers or preventive treatments for CRC.
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