Literature DB >> 29305587

Consensus molecular subtypes of colorectal cancer are recapitulated in in vitro and in vivo models.

Janneke F Linnekamp1,2, Sander R van Hooff1,2, Pramudita R Prasetyanti1,2, Raju Kandimalla1,2, Joyce Y Buikhuisen1,2, Evelyn Fessler1,2,3, Prashanthi Ramesh1,2, Kelly A S T Lee1,2, Grehor G W Bochove1,2, Johan H de Jong1,2, Kate Cameron1,2, Ronald van Leersum1,2, Hans M Rodermond1,2, Marek Franitza4,5, Peter Nürnberg4,5, Laura R Mangiapane6, Xin Wang7, Hans Clevers2,8,9, Louis Vermeulen1, Giorgio Stassi6, Jan Paul Medema10,11.   

Abstract

Colorectal cancer (CRC) is a highly heterogeneous disease both from a molecular and clinical perspective. Several distinct molecular entities, such as microsatellite instability (MSI), have been defined that make up biologically distinct subgroups with their own clinical course. Recent data indicated that CRC can be best segregated into four groups called consensus molecular subtypes (CMS1-4), each of which has a unique biology and gene expression pattern. In order to develop improved, subtype-specific therapies and to gain insight into the molecular wiring and origin of these subtypes, reliable models are needed. This study was designed to determine the heterogeneity and identify the presence of CMSs in a large panel of CRC cell lines, primary cultures and patient-derived xenografts (PDX). We provide a repository encompassing this heterogeneity and moreover describe that a large part of the models can be robustly assigned to one of the four CMSs, independent of the stromal contribution. We subsequently validate our CMS stratification by functional analysis which for instance shows mesenchymal enrichment in CMS4 and metabolic dysregulation in CMS3. Finally, we observe a clear difference in sensitivity to chemotherapy-induced apoptosis, specifically between CMS2 and CMS4. This relates to the in vivo efficacy of chemotherapy, which delays outgrowth of CMS2, but not CMS4 xenografts. Combined our data indicate that molecular subtypes are faithfully modelled in CRC cell cultures and PDXs, representing tumour cell intrinsic and stable features. This repository provides researchers with a platform to study CRC using the existing heterogeneity.

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Year:  2018        PMID: 29305587      PMCID: PMC5864202          DOI: 10.1038/s41418-017-0011-5

Source DB:  PubMed          Journal:  Cell Death Differ        ISSN: 1350-9047            Impact factor:   15.828


  58 in total

1.  Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.

Authors:  Aravind Subramanian; Pablo Tamayo; Vamsi K Mootha; Sayan Mukherjee; Benjamin L Ebert; Michael A Gillette; Amanda Paulovich; Scott L Pomeroy; Todd R Golub; Eric S Lander; Jill P Mesirov
Journal:  Proc Natl Acad Sci U S A       Date:  2005-09-30       Impact factor: 11.205

2.  Molecular subtypes of metastatic colorectal cancer are associated with patient response to irinotecan-based therapies.

Authors:  M Del Rio; C Mollevi; F Bibeau; N Vie; J Selves; J-F Emile; P Roger; C Gongora; J Robert; N Tubiana-Mathieu; M Ychou; P Martineau
Journal:  Eur J Cancer       Date:  2017-03-08       Impact factor: 9.162

3.  Regorafenib monotherapy for previously treated metastatic colorectal cancer (CORRECT): an international, multicentre, randomised, placebo-controlled, phase 3 trial.

Authors:  Axel Grothey; Eric Van Cutsem; Alberto Sobrero; Salvatore Siena; Alfredo Falcone; Marc Ychou; Yves Humblet; Olivier Bouché; Laurent Mineur; Carlo Barone; Antoine Adenis; Josep Tabernero; Takayuki Yoshino; Heinz-Josef Lenz; Richard M Goldberg; Daniel J Sargent; Frank Cihon; Lisa Cupit; Andrea Wagner; Dirk Laurent
Journal:  Lancet       Date:  2012-11-22       Impact factor: 79.321

4.  A Colorectal Tumor Organoid Library Demonstrates Progressive Loss of Niche Factor Requirements during Tumorigenesis.

Authors:  Masayuki Fujii; Mariko Shimokawa; Shoichi Date; Ai Takano; Mami Matano; Kosaku Nanki; Yuki Ohta; Kohta Toshimitsu; Yoshihiro Nakazato; Kenta Kawasaki; Toshio Uraoka; Toshiaki Watanabe; Takanori Kanai; Toshiro Sato
Journal:  Cell Stem Cell       Date:  2016-05-19       Impact factor: 24.633

5.  Villin expression is frequently lost in poorly differentiated colon cancer.

Authors:  Diego Arango; Sheren Al-Obaidi; David S Williams; Higinio Dopeso; Rocco Mazzolini; Georgia Corner; Do-Sun Byun; Azadeh A Carr; Carmel Murone; Lars Tögel; Nikolajs Zeps; Lauri A Aaltonen; Barry Iacopetta; John M Mariadason
Journal:  Am J Pathol       Date:  2012-02-18       Impact factor: 4.307

6.  Colon cancer molecular subtypes identified by expression profiling and associated to stroma, mucinous type and different clinical behavior.

Authors:  Beatriz Perez-Villamil; Alejandro Romera-Lopez; Susana Hernandez-Prieto; Guillermo Lopez-Campos; Antonio Calles; Jose-Antonio Lopez-Asenjo; Julian Sanz-Ortega; Cristina Fernandez-Perez; Javier Sastre; Rosario Alfonso; Trinidad Caldes; Fernando Martin-Sanchez; Eduardo Diaz-Rubio
Journal:  BMC Cancer       Date:  2012-06-19       Impact factor: 4.430

7.  A multidimensional network approach reveals microRNAs as determinants of the mesenchymal colorectal cancer subtype.

Authors:  E Fessler; M Jansen; F De Sousa E Melo; L Zhao; P R Prasetyanti; H Rodermond; R Kandimalla; J F Linnekamp; M Franitza; S R van Hooff; J H de Jong; S C Oppeneer; C J M van Noesel; E Dekker; G Stassi; X Wang; J P Medema; L Vermeulen
Journal:  Oncogene       Date:  2016-05-09       Impact factor: 9.867

8.  Methylation of WNT target genes AXIN2 and DKK1 as robust biomarkers for recurrence prediction in stage II colon cancer.

Authors:  R Kandimalla; J F Linnekamp; S van Hooff; A Castells; X Llor; M Andreu; R Jover; A Goel; J P Medema
Journal:  Oncogenesis       Date:  2017-04-03       Impact factor: 7.485

9.  Two multiplex assays that simultaneously identify 22 possible mutation sites in the KRAS, BRAF, NRAS and PIK3CA genes.

Authors:  Irene Lurkin; Robert Stoehr; Carolyn D Hurst; Angela A G van Tilborg; Margaret A Knowles; Arndt Hartmann; Ellen C Zwarthoff
Journal:  PLoS One       Date:  2010-01-21       Impact factor: 3.240

10.  Selective analysis of cancer-cell intrinsic transcriptional traits defines novel clinically relevant subtypes of colorectal cancer.

Authors:  Claudio Isella; Francesco Brundu; Sara E Bellomo; Francesco Galimi; Eugenia Zanella; Roberta Porporato; Consalvo Petti; Alessandro Fiori; Francesca Orzan; Rebecca Senetta; Carla Boccaccio; Elisa Ficarra; Luigi Marchionni; Livio Trusolino; Enzo Medico; Andrea Bertotti
Journal:  Nat Commun       Date:  2017-05-31       Impact factor: 14.919

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  52 in total

Review 1.  Colorectal cancer: genetic abnormalities, tumor progression, tumor heterogeneity, clonal evolution and tumor-initiating cells.

Authors:  Ugo Testa; Elvira Pelosi; Germana Castelli
Journal:  Med Sci (Basel)       Date:  2018-04-13

Review 2.  Systemic therapy in addition to cytoreduction and hyperthermic intraperitoneal chemotherapy for colorectal peritoneal metastases: recent insights from clinical studies and translational research.

Authors:  Checca Bakkers; Geert A A M Simkens; Ignace H J T De Hingh
Journal:  J Gastrointest Oncol       Date:  2021-04

3.  What Should We Do Better? Lessons from Negative Results of a Biomarker Validation Study.

Authors:  Francesca Battaglin; Heinz-Josef Lenz
Journal:  J Natl Cancer Inst       Date:  2019-08-01       Impact factor: 13.506

4.  Association of Epigenetic Clock with Consensus Molecular Subtypes and Overall Survival of Colorectal Cancer.

Authors:  Chunlei Zheng; Li Li; Rong Xu
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2019-08-02       Impact factor: 4.254

Review 5.  Back to the Colorectal Cancer Consensus Molecular Subtype Future.

Authors:  David G Menter; Jennifer S Davis; Bradley M Broom; Michael J Overman; Jeffrey Morris; Scott Kopetz
Journal:  Curr Gastroenterol Rep       Date:  2019-01-30

Review 6.  Molecular subtyping of colorectal cancer: Recent progress, new challenges and emerging opportunities.

Authors:  Wei Wang; Raju Kandimalla; Hao Huang; Lina Zhu; Ying Li; Feng Gao; Ajay Goel; Xin Wang
Journal:  Semin Cancer Biol       Date:  2018-05-18       Impact factor: 15.707

7.  A 15-Gene Immune, Stromal, and Proliferation Gene Signature that Significantly Associates with Poor Survival in Patients with Pancreatic Ductal Adenocarcinoma.

Authors:  Raju Kandimalla; Hideo Tomihara; Jasjit K Banwait; Kensuke Yamamura; Gagandeep Singh; Hideo Baba; Ajay Goel
Journal:  Clin Cancer Res       Date:  2020-03-31       Impact factor: 12.531

Review 8.  Biomarker-guided therapy for colorectal cancer: strength in complexity.

Authors:  Anita Sveen; Scott Kopetz; Ragnhild A Lothe
Journal:  Nat Rev Clin Oncol       Date:  2019-07-09       Impact factor: 66.675

9.  Pre-Operative Decitabine in Colon Cancer Patients: Analyses on WNT Target Methylation and Expression.

Authors:  Janneke F Linnekamp; Raju Kandimalla; Evelyn Fessler; Joan H de Jong; Hans M Rodermond; Gregor G W van Bochove; Frans O The; Cornelis J A Punt; Willem A Bemelman; Anthony W H van de Ven; Pieter J Tanis; Elles M Kemper; Lianne Koens; Evelien Dekker; Louis Vermeulen; Hanneke W M van Laarhoven; Jan Paul Medema
Journal:  Cancers (Basel)       Date:  2021-05-13       Impact factor: 6.639

10.  Metastatic heterogeneity of the consensus molecular subtypes of colorectal cancer.

Authors:  Peter W Eide; Seyed H Moosavi; Ina A Eilertsen; Tuva H Brunsell; Jonas Langerud; Kaja C G Berg; Bård I Røsok; Bjørn A Bjørnbeth; Arild Nesbakken; Ragnhild A Lothe; Anita Sveen
Journal:  NPJ Genom Med       Date:  2021-07-14       Impact factor: 8.617

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