Literature DB >> 19351759

Gene expression patterns in mismatch repair-deficient colorectal cancers highlight the potential therapeutic role of inhibitors of the phosphatidylinositol 3-kinase-AKT-mammalian target of rapamycin pathway.

Eduardo Vilar1, Bhramar Mukherjee, Rork Kuick, Leon Raskin, David E Misek, Jeremy M G Taylor, Thomas J Giordano, Samir M Hanash, Eric R Fearon, Gad Rennert, Stephen B Gruber.   

Abstract

PURPOSE: High-frequency microsatellite-instable (MSI-H) tumors account for approximately 15% of colorectal cancers. Therapeutic decisions for colorectal cancer are empirically based and currently do not emphasize molecular subclassification despite an increasing collection of gene expression information. Our objective was to identify low molecular weight compounds with preferential activity against MSI colorectal cancers using combined gene expression data sets. EXPERIMENTAL
DESIGN: Three expression/query signatures (discovery data set) characterizing MSI-H colorectal cancer were matched with information derived from changes induced in cell lines by 164 compounds using the systems biology tool "Connectivity Map." A series of sequential filtering and ranking algorithms were used to select the candidate compounds. Compounds were validated using two additional expression/query signatures (validation data set). Cytotoxic, cell cycle, and apoptosis effects of validated compounds were evaluated in a panel of cell lines.
RESULTS: Fourteen of the 164 compounds were validated as targeting MSI-H cell lines using the bioinformatics approach; rapamycin, LY-294002, 17-(allylamino)-17-demethoxygeldanamycin, and trichostatin A were the most robust candidate compounds. In vitro results showed that MSI-H cell lines due to hypermethylation of MLH1 are preferentially targeted by rapamycin (18.3 versus 4.4 mumol/L; P = 0.0824) and LY-294002 (15.02 versus 10.37 mumol/L; P = 0.0385) when compared with microsatellite-stable cells. Preferential activity was also observed in MSH2 and MSH6 mutant cells.
CONCLUSION: Our study shows that the phosphatidylinositol 3-kinase-AKT-mammalian target of rapamycin pathway is of special relevance in mismatch repair-deficient colorectal cancer. In addition, we show that amalgamation of gene expression information across studies provides a robust approach for selection of potential therapies corresponding to specific groups of patients.

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Year:  2009        PMID: 19351759      PMCID: PMC3425357          DOI: 10.1158/1078-0432.CCR-08-2432

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  48 in total

Review 1.  The Connectivity Map: a new tool for biomedical research.

Authors:  Justin Lamb
Journal:  Nat Rev Cancer       Date:  2007-01       Impact factor: 60.716

2.  Switching from tacrolimus to sirolimus halts the appearance of new sebaceous neoplasms in Muir-Torre syndrome.

Authors:  Z Levi; R Hazazi; I Kedar-Barnes; E Hodak; E Gal; E Mor; Y Niv; J Winkler
Journal:  Am J Transplant       Date:  2007-01-04       Impact factor: 8.086

3.  Gene expression signature-based chemical genomic prediction identifies a novel class of HSP90 pathway modulators.

Authors:  Haley Hieronymus; Justin Lamb; Kenneth N Ross; Xiao P Peng; Cristina Clement; Anna Rodina; Maria Nieto; Jinyan Du; Kimberly Stegmaier; Srilakshmi M Raj; Katherine N Maloney; Jon Clardy; William C Hahn; Gabriela Chiosis; Todd R Golub
Journal:  Cancer Cell       Date:  2006-09-28       Impact factor: 31.743

4.  Distal colorectal cancers with microsatellite instability (MSI) display distinct gene expression profiles that are different from proximal MSI cancers.

Authors:  Toshiaki Watanabe; Takashi Kobunai; Etsuko Toda; Yoko Yamamoto; Takamitsu Kanazawa; Yoshihiro Kazama; Junichiro Tanaka; Toshiaki Tanaka; Tsuyosi Konishi; Yoshihiro Okayama; Yoshikazu Sugimoto; Toshinori Oka; Shin Sasaki; Tetsuichiro Muto; Hirokazu Nagawa
Journal:  Cancer Res       Date:  2006-10-15       Impact factor: 12.701

Review 5.  mTOR and cancer therapy.

Authors:  J B Easton; P J Houghton
Journal:  Oncogene       Date:  2006-10-16       Impact factor: 9.867

6.  An integrated genomic-based approach to individualized treatment of patients with advanced-stage ovarian cancer.

Authors:  Holly K Dressman; Andrew Berchuck; Gina Chan; Jun Zhai; Andrea Bild; Robyn Sayer; Janiel Cragun; Jennifer Clarke; Regina S Whitaker; Lihua Li; Jonathan Gray; Jeffrey Marks; Geoffrey S Ginsburg; Anil Potti; Mike West; Joseph R Nevins; Johnathan M Lancaster
Journal:  J Clin Oncol       Date:  2007-02-10       Impact factor: 44.544

7.  Phenotype of microsatellite unstable colorectal carcinomas: Well-differentiated and focally mucinous tumors and the absence of dirty necrosis correlate with microsatellite instability.

Authors:  Joel K Greenson; Joseph D Bonner; Ofer Ben-Yzhak; Hector I Cohen; Ines Miselevich; Murray B Resnick; Philippe Trougouboff; Lynn D Tomsho; Evelyn Kim; Marcelo Low; Ronit Almog; Gad Rennert; Stephen B Gruber
Journal:  Am J Surg Pathol       Date:  2003-05       Impact factor: 6.394

8.  The phosphatidylinositol 3'-kinase p85alpha gene is an oncogene in human ovarian and colon tumors.

Authors:  A J Philp; I G Campbell; C Leet; E Vincan; S P Rockman; R H Whitehead; R J Thomas; W A Phillips
Journal:  Cancer Res       Date:  2001-10-15       Impact factor: 12.701

9.  Microsatellite instability is a predictive factor of the tumor response to irinotecan in patients with advanced colorectal cancer.

Authors:  David Fallik; Francesco Borrini; Valérie Boige; Jérôme Viguier; Sandrine Jacob; Catherine Miquel; Jean-Christophe Sabourin; Michel Ducreux; Françoise Praz
Journal:  Cancer Res       Date:  2003-09-15       Impact factor: 12.701

10.  CpG island methylation is a common finding in colorectal cancer cell lines.

Authors:  C M Suter; M Norrie; S L Ku; K F Cheong; I Tomlinson; R L Ward
Journal:  Br J Cancer       Date:  2003-02-10       Impact factor: 7.640

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  31 in total

1.  Drug discovery in a multidimensional world: systems, patterns, and networks.

Authors:  Joel T Dudley; Eric Schadt; Marina Sirota; Atul J Butte; Euan Ashley
Journal:  J Cardiovasc Transl Res       Date:  2010-07-31       Impact factor: 4.132

2.  Molecular pathways: microsatellite instability in colorectal cancer: prognostic, predictive, and therapeutic implications.

Authors:  Frank A Sinicrope; Daniel J Sargent
Journal:  Clin Cancer Res       Date:  2012-02-02       Impact factor: 12.531

Review 3.  Drugging the PI3 kinome: from chemical tools to drugs in the clinic.

Authors:  Paul Workman; Paul A Clarke; Florence I Raynaud; Rob L M van Montfort
Journal:  Cancer Res       Date:  2010-02-23       Impact factor: 12.701

4.  Increasing efficiency for estimating treatment-biomarker interactions with historical data.

Authors:  Philip S Boonstra; Jeremy Mg Taylor; Bhramar Mukherjee
Journal:  Stat Methods Med Res       Date:  2014-05-21       Impact factor: 3.021

5.  A 'metastasis-prone' signature for early-stage mismatch-repair proficient sporadic colorectal cancer patients and its implications for possible therapeutics.

Authors:  Yi Hong; Thomas Downey; Kong Weng Eu; Poh Koon Koh; Peh Yean Cheah
Journal:  Clin Exp Metastasis       Date:  2010-02-09       Impact factor: 5.150

6.  Can Microsatellite Status of Colorectal Cancer Be Reliably Assessed after Neoadjuvant Therapy?

Authors:  Jennifer B Goldstein; William Wu; Ester Borras; Gita Masand; Amanda Cuddy; Maureen E Mork; Sarah A Bannon; Patrick M Lynch; Miguel Rodriguez-Bigas; Melissa W Taggart; Ji Wu; Paul Scheet; Scott Kopetz; Y Nancy You; Eduardo Vilar
Journal:  Clin Cancer Res       Date:  2017-05-18       Impact factor: 12.531

7.  Gene expression signatures and ex vivo drug sensitivity profiles in children with acute lymphoblastic leukemia.

Authors:  Joanna Szczepanek; Michal Jarzab; Malgorzata Oczko-Wojciechowska; Malgorzata Kowalska; Andrzej Tretyn; Olga Haus; Monika Pogorzala; Mariusz Wysocki; Barbara Jarzab; Jan Styczynski
Journal:  J Appl Genet       Date:  2011-10-27       Impact factor: 3.240

Review 8.  Microsatellite instability in colorectal cancer-the stable evidence.

Authors:  Eduardo Vilar; Stephen B Gruber
Journal:  Nat Rev Clin Oncol       Date:  2010-02-09       Impact factor: 66.675

9.  The screening of the functional microRNA binding site SNPs in sporadic colorectal cancer genes.

Authors:  Hongjuan He; Lei Lei; Erfei Chen; Xiaona Xu; Lili Wang; Junqiang Pan; Fangfang Yang; Min Wang; Jing Dong; Jin Yang
Journal:  Cancer Biol Ther       Date:  2017-05-11       Impact factor: 4.742

Review 10.  Molecular dissection of microsatellite instable colorectal cancer.

Authors:  Eduardo Vilar; Josep Tabernero
Journal:  Cancer Discov       Date:  2013-03-01       Impact factor: 39.397

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