Literature DB >> 19050079

A genomic approach to colon cancer risk stratification yields biologic insights into therapeutic opportunities.

Katherine S Garman1, Chaitanya R Acharya, Elena Edelman, Marian Grade, Jochen Gaedcke, Shivani Sud, William Barry, Anna Mae Diehl, Dawn Provenzale, Geoffrey S Ginsburg, B Michael Ghadimi, Thomas Ried, Joseph R Nevins, Sayan Mukherjee, David Hsu, Anil Potti.   

Abstract

Gene expression profiles provide an opportunity to dissect the heterogeneity of solid tumors, including colon cancer, to improve prognosis and predict response to therapies. Bayesian binary regression methods were used to generate a signature of disease recurrence in patients with resected early stage colon cancer validated in an independent cohort. A 50-gene signature was developed that effectively distinguished early stage colon cancer patients with a low or high risk of disease recurrence. RT-PCR analysis of the 50-gene signature validated 9 of the top 10 differentially expressed genes. When applied to two independent validation cohorts of 55 and 73 patients, the 50-gene model accurately predicted recurrence. Standard Kaplan-Meier survival analysis confirmed the prognostic accuracy (P < 0.01, log rank), as did multivariate Cox proportional hazard models. We tested potential targeted therapeutic options for patients at high risk for disease recurrence and found a clinically important relationship between sensitivity to celecoxib, LY-294002 (PI3kinase inhibitor), retinol, and sulindac in colon cancer cell lines expressing the poor prognostic phenotype (P < 0.01, t test), which performed better than standard chemotherapy (5-FU and oxaliplatin). We present a genomic strategy in early stage colon cancer to identify patients at highest risk of recurrence. An ability to move beyond current staging by refining the estimation of prognosis in early stage colon cancer also has implications for individualized therapy.

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Year:  2008        PMID: 19050079      PMCID: PMC2592987          DOI: 10.1073/pnas.0806674105

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  31 in total

1.  Adjustment of systematic microarray data biases.

Authors:  Monica Benito; Joel Parker; Quan Du; Junyuan Wu; Dong Xiang; Charles M Perou; J S Marron
Journal:  Bioinformatics       Date:  2004-01-01       Impact factor: 6.937

2.  Integrated modeling of clinical and gene expression information for personalized prediction of disease outcomes.

Authors:  Jennifer Pittman; Erich Huang; Holly Dressman; Cheng-Fang Horng; Skye H Cheng; Mei-Hua Tsou; Chii-Ming Chen; Andrea Bild; Edwin S Iversen; Andrew T Huang; Joseph R Nevins; Mike West
Journal:  Proc Natl Acad Sci U S A       Date:  2004-05-19       Impact factor: 11.205

3.  Translating cancer genomics into clinical oncology.

Authors:  Sridhar Ramaswamy
Journal:  N Engl J Med       Date:  2004-04-29       Impact factor: 91.245

4.  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

5.  Cancer statistics, 2008.

Authors:  Ahmedin Jemal; Rebecca Siegel; Elizabeth Ward; Yongping Hao; Jiaquan Xu; Taylor Murray; Michael J Thun
Journal:  CA Cancer J Clin       Date:  2008-02-20       Impact factor: 508.702

6.  Quantification of colorectal cancer micrometastases in lymph nodes by nested and real-time reverse transcriptase-PCR analysis for carcinoembryonic antigen.

Authors:  Samuel B Ho; Ann Hyslop; Richard Albrecht; Amanda Jacobson; Michael Spencer; David A Rothenberger; Gloria A Niehans; John D'Cunha; Robert A Kratzke
Journal:  Clin Cancer Res       Date:  2004-09-01       Impact factor: 12.531

7.  Celecoxib upregulates multidrug resistance proteins in colon cancer: lack of synergy with standard chemotherapy.

Authors:  A Gradilone; F M Pulcinelli; L V Lotti; E Trifirò; S Martino; O Gandini; W Gianni; L Frati; A M Aglianò; P Gazzaniga
Journal:  Curr Cancer Drug Targets       Date:  2008-08       Impact factor: 3.428

8.  Gene expression profiles and molecular markers to predict recurrence of Dukes' B colon cancer.

Authors:  Yixin Wang; Tim Jatkoe; Yi Zhang; Matthew G Mutch; Dmitri Talantov; John Jiang; Howard L McLeod; David Atkins
Journal:  J Clin Oncol       Date:  2004-03-29       Impact factor: 44.544

9.  Gene expression predictors of breast cancer outcomes.

Authors:  Erich Huang; Skye H Cheng; Holly Dressman; Jennifer Pittman; Mei Hua Tsou; Cheng Fang Horng; Andrea Bild; Edwin S Iversen; Ming Liao; Chii Ming Chen; Mike West; Joseph R Nevins; Andrew T Huang
Journal:  Lancet       Date:  2003-05-10       Impact factor: 79.321

10.  Irinotecan combined with infusional 5-fluorouracil/folinic acid or capecitabine plus celecoxib or placebo in the first-line treatment of patients with metastatic colorectal cancer. EORTC study 40015.

Authors:  C-H Köhne; J De Greve; J T Hartmann; I Lang; P Vergauwe; K Becker; D Braumann; E Joosens; L Müller; J Janssens; C Bokemeyer; P Reimer; H Link; E Späth-Schwalbe; H-J Wilke; H Bleiberg; J Van Den Brande; M Debois; U Bethe; E Van Cutsem
Journal:  Ann Oncol       Date:  2007-12-06       Impact factor: 32.976

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  45 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.  Integration of genetic signature and TNM staging system for predicting the relapse of locally advanced colorectal cancer.

Authors:  Junjie Peng; Zhimin Wang; Wei Chen; Yin Ding; Haifeng Wang; Hongjie Huang; Wei Huang; Sanjun Cai
Journal:  Int J Colorectal Dis       Date:  2010-08-13       Impact factor: 2.571

3.  Chemocentric informatics approach to drug discovery: identification and experimental validation of selective estrogen receptor modulators as ligands of 5-hydroxytryptamine-6 receptors and as potential cognition enhancers.

Authors:  Rima Hajjo; Vincent Setola; Bryan L Roth; Alexander Tropsha
Journal:  J Med Chem       Date:  2012-06-11       Impact factor: 7.446

4.  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

5.  Design of clinical trials for biomarker research in oncology.

Authors:  Sumithra J Mandrekar; Daniel J Sargent
Journal:  Clin Investig (Lond)       Date:  2011-12

6.  A quantitative proteomic approach of the different stages of colorectal cancer establishes OLFM4 as a new nonmetastatic tumor marker.

Authors:  Damien Besson; Aude-Hélène Pavageau; Isabelle Valo; Anthony Bourreau; Audrey Bélanger; Caroline Eymerit-Morin; Alice Moulière; Agnès Chassevent; Michelle Boisdron-Celle; Alain Morel; Jerôme Solassol; Mario Campone; Erick Gamelin; Benjamin Barré; Olivier Coqueret; Catherine Guette
Journal:  Mol Cell Proteomics       Date:  2011-10-10       Impact factor: 5.911

7.  Identification and validation of gene expression models that predict clinical outcome in patients with early-stage laryngeal cancer.

Authors:  E Fountzilas; K Markou; K Vlachtsis; A Nikolaou; P Arapantoni-Dadioti; E Ntoula; G Tassopoulos; M Bobos; P Konstantinopoulos; G Fountzilas; D Spentzos
Journal:  Ann Oncol       Date:  2012-01-04       Impact factor: 32.976

Review 8.  The molecular pathology of cancer.

Authors:  Timothy J R Harris; Frank McCormick
Journal:  Nat Rev Clin Oncol       Date:  2010-03-30       Impact factor: 66.675

9.  Predictive biomarker validation in practice: lessons from real trials.

Authors:  Sumithra J Mandrekar; Daniel J Sargent
Journal:  Clin Trials       Date:  2010-04-14       Impact factor: 2.486

Review 10.  Recent approaches to identifying biomarkers for high-risk stage II colon cancer.

Authors:  Takashi Akiyoshi; Takashi Kobunai; Toshiaki Watanabe
Journal:  Surg Today       Date:  2012-09-09       Impact factor: 2.549

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