Literature DB >> 23584089

A colorectal cancer classification system that associates cellular phenotype and responses to therapy.

Anguraj Sadanandam1, Costas A Lyssiotis, Krisztian Homicsko, Eric A Collisson, William J Gibb, Stephan Wullschleger, Liliane C Gonzalez Ostos, William A Lannon, Carsten Grotzinger, Maguy Del Rio, Benoit Lhermitte, Adam B Olshen, Bertram Wiedenmann, Lewis C Cantley, Joe W Gray, Douglas Hanahan.   

Abstract

Colorectal cancer (CRC) is a major cause of cancer mortality. Whereas some patients respond well to therapy, others do not, and thus more precise, individualized treatment strategies are needed. To that end, we analyzed gene expression profiles from 1,290 CRC tumors using consensus-based unsupervised clustering. The resultant clusters were then associated with therapeutic response data to the epidermal growth factor receptor-targeted drug cetuximab in 80 patients. The results of these studies define six clinically relevant CRC subtypes. Each subtype shares similarities to distinct cell types within the normal colon crypt and shows differing degrees of 'stemness' and Wnt signaling. Subtype-specific gene signatures are proposed to identify these subtypes. Three subtypes have markedly better disease-free survival (DFS) after surgical resection, suggesting these patients might be spared from the adverse effects of chemotherapy when they have localized disease. One of these three subtypes, identified by filamin A expression, does not respond to cetuximab but may respond to cMET receptor tyrosine kinase inhibitors in the metastatic setting. Two other subtypes, with poor and intermediate DFS, associate with improved response to the chemotherapy regimen FOLFIRI in adjuvant or metastatic settings. Development of clinically deployable assays for these subtypes and of subtype-specific therapies may contribute to more effective management of this challenging disease.

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Year:  2013        PMID: 23584089      PMCID: PMC3774607          DOI: 10.1038/nm.3175

Source DB:  PubMed          Journal:  Nat Med        ISSN: 1078-8956            Impact factor:   53.440


  37 in total

1.  Metagenes and molecular pattern discovery using matrix factorization.

Authors:  Jean-Philippe Brunet; Pablo Tamayo; Todd R Golub; Jill P Mesirov
Journal:  Proc Natl Acad Sci U S A       Date:  2004-03-11       Impact factor: 11.205

2.  Molecular classification of prostate cancer using curated expression signatures.

Authors:  Elke K Markert; Hideaki Mizuno; Alexei Vazquez; Arnold J Levine
Journal:  Proc Natl Acad Sci U S A       Date:  2011-11-28       Impact factor: 11.205

3.  Molecular portraits of human breast tumours.

Authors:  C M Perou; T Sørlie; M B Eisen; M van de Rijn; S S Jeffrey; C A Rees; J R Pollack; D T Ross; H Johnsen; L A Akslen; O Fluge; A Pergamenschikov; C Williams; S X Zhu; P E Lønning; A L Børresen-Dale; P O Brown; D Botstein
Journal:  Nature       Date:  2000-08-17       Impact factor: 49.962

4.  KRAS mutation in stage III colon cancer and clinical outcome following intergroup trial CALGB 89803.

Authors:  Shuji Ogino; Jeffrey A Meyerhardt; Natsumi Irahara; Donna Niedzwiecki; Donna Hollis; Leonard B Saltz; Robert J Mayer; Paul Schaefer; Renaud Whittom; Alexander Hantel; Al B Benson; Richard M Goldberg; Monica M Bertagnolli; Charles S Fuchs
Journal:  Clin Cancer Res       Date:  2009-11-24       Impact factor: 12.531

5.  Randomized phase III trial comparing biweekly infusional fluorouracil/leucovorin alone or with irinotecan in the adjuvant treatment of stage III colon cancer: PETACC-3.

Authors:  Eric Van Cutsem; Roberto Labianca; György Bodoky; Carlo Barone; Enrique Aranda; Bernard Nordlinger; Claire Topham; Josep Tabernero; Thierry André; Alberto F Sobrero; Enrico Mini; Richard Greil; Francesco Di Costanzo; Laurence Collette; Laura Cisar; Xiaoxi Zhang; David Khayat; Carsten Bokemeyer; Arnaud D Roth; David Cunningham
Journal:  J Clin Oncol       Date:  2009-05-18       Impact factor: 44.544

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.  Nearest template prediction: a single-sample-based flexible class prediction with confidence assessment.

Authors:  Yujin Hoshida
Journal:  PLoS One       Date:  2010-11-23       Impact factor: 3.240

8.  Subtypes of pancreatic ductal adenocarcinoma and their differing responses to therapy.

Authors:  Eric A Collisson; Anguraj Sadanandam; Peter Olson; William J Gibb; Morgan Truitt; Shenda Gu; Janine Cooc; Jennifer Weinkle; Grace E Kim; Lakshmi Jakkula; Heidi S Feiler; Andrew H Ko; Adam B Olshen; Kathleen L Danenberg; Margaret A Tempero; Paul T Spellman; Douglas Hanahan; Joe W Gray
Journal:  Nat Med       Date:  2011-04-03       Impact factor: 53.440

9.  Deciphering cellular states of innate tumor drug responses.

Authors:  Esther Graudens; Virginie Boulanger; Cindy Mollard; Régine Mariage-Samson; Xavier Barlet; Guilaine Grémy; Christine Couillault; Malika Lajémi; Dominique Piatier-Tonneau; Patrick Zaborski; Eric Eveno; Charles Auffray; Sandrine Imbeaud
Journal:  Genome Biol       Date:  2006-03-15       Impact factor: 13.583

10.  Colorectal cancers with microsatellite instability display mRNA expression signatures characteristic of increased immunogenicity.

Authors:  Ayan Banerjea; Shafi Ahmed; Rebecca E Hands; Fei Huang; Xia Han; Peter M Shaw; Roger Feakins; Stephen A Bustin; Sina Dorudi
Journal:  Mol Cancer       Date:  2004-08-06       Impact factor: 27.401

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  417 in total

Review 1.  New trends in molecular and cellular biomarker discovery for colorectal cancer.

Authors:  Parisa Aghagolzadeh; Ramin Radpour
Journal:  World J Gastroenterol       Date:  2016-07-07       Impact factor: 5.742

Review 2.  Molecular subtypes in cancers of the gastrointestinal tract.

Authors:  Maarten F Bijlsma; Anguraj Sadanandam; Patrick Tan; Louis Vermeulen
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2017-04-12       Impact factor: 46.802

3.  The Prostate, Lung, Colorectal and Ovarian Cancer (PLCO) Screening Trial Pathology Tissue Resource.

Authors:  Claire S Zhu; Wen-Yi Huang; Paul F Pinsky; Christine D Berg; Mark Sherman; Kelly J Yu; Danielle M Carrick; Amanda Black; Robert Hoover; Petra Lenz; Craig Williams; Laura Hawkins; Matthew Chaloux; Susan Yurgalevitch; Sunitha Mathew; Amy Miller; Vanessa Olivo; Asia Khan; Shannon M Pretzel; Deborah Multerer; Patricia Beckmann; Karen G Broski; Neal D Freedman
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2016-09-15       Impact factor: 4.254

Review 4.  Leukaemia 'firsts' in cancer research and treatment.

Authors:  Mel Greaves
Journal:  Nat Rev Cancer       Date:  2016-03       Impact factor: 60.716

5.  TRAP1 regulates stemness through Wnt/β-catenin pathway in human colorectal carcinoma.

Authors:  Giacomo Lettini; Lorenza Sisinni; Valentina Condelli; Danilo Swann Matassa; Vittorio Simeon; Francesca Maddalena; Marica Gemei; Elvira Lopes; Giulia Vita; Luigi Del Vecchio; Franca Esposito; Matteo Landriscina
Journal:  Cell Death Differ       Date:  2016-09-23       Impact factor: 15.828

6.  mRNA expression profiles of colorectal liver metastases as a novel biomarker for early recurrence after partial hepatectomy.

Authors:  E P van der Stok; M Smid; A M Sieuwerts; P B Vermeulen; S Sleijfer; N Ayez; D J Grünhagen; J W M Martens; C Verhoef
Journal:  Mol Oncol       Date:  2016-09-20       Impact factor: 6.603

7.  Loss of Interleukin-17RA Expression is Associated with Tumour Progression in Colorectal Carcinoma.

Authors:  Boon Yean Chai; Wai Kien Yip; Noraini Dusa; Norhafizah Mohtarrudin; Heng Fong Seow
Journal:  Pathol Oncol Res       Date:  2020-05-27       Impact factor: 3.201

Review 8.  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

9.  EphA2 Expression Is a Key Driver of Migration and Invasion and a Poor Prognostic Marker in Colorectal Cancer.

Authors:  Philip D Dunne; Sonali Dasgupta; Patrick G Johnston; Sandra Van Schaeybroeck; Jaine K Blayney; Darragh G McArt; Keara L Redmond; Jessica-Anne Weir; Conor A Bradley; Takehiko Sasazuki; Senji Shirasawa; Tingting Wang; Supriya Srivastava; Chee Wee Ong; Ken Arthur; Manuel Salto-Tellez; Richard H Wilson
Journal:  Clin Cancer Res       Date:  2015-08-17       Impact factor: 12.531

10.  Over-expression of lncRNA DANCR is associated with advanced tumor progression and poor prognosis in patients with colorectal cancer.

Authors:  Yang Liu; Meng Zhang; Lei Liang; Jian Li; Yu-Xin Chen
Journal:  Int J Clin Exp Pathol       Date:  2015-09-01
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