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PMID: 20679606 Published · ppublish English Journal Article Multicenter Study Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Relationship between tumor gene expression and recurrence in four independent studies of patients with stage II/III colon cancer treated with surgery alone or surgery plus adjuvant fluorouracil plus leucovorin.

O'Connell MJ, Lavery I, Yothers G, Paik S, Clark-Langone KM, Lopatin M, Watson D, Baehner FL, Shak S, Baker J, Cowens JW, Wolmark N

Abstract

These studies were conducted to determine the relationship between quantitative tumor gene expression and risk of cancer recurrence in patients with stage II or III colon cancer treated with surgery alone or surgery plus fluorouracil (FU) and leucovorin (LV) to develop multigene algorithms to quantify the risk of recurrence as well as the likelihood of differential treatment benefit of FU/LV adjuvant chemotherapy for individual patients. We performed quantitative reverse transcription polymerase chain reaction (RT-qPCR) on RNA extracted from fixed, paraffin-embedded (FPE) tumor blocks from patients with stage II or III colon cancer who were treated with surgery alone (n = 270 from National Surgical Adjuvant Breast and Bowel Project [NSABP] C-01/C-02 and n = 765 from Cleveland Clinic [CC]) or surgery plus FU/LV (n = 308 from NSABP C-04 and n = 508 from NSABP C-06). Overall, 761 candidate genes were studied in C-01/C-02 and C-04, and a subset of 375 genes was studied in CC/C-06. A combined analysis of the four studies identified 48 genes significantly associated with risk of recurrence and 66 genes significantly associated with FU/LV benefit (with four genes in common). Seven recurrence-risk genes, six FU/LV-benefit genes, and five reference genes were selected, and algorithms were developed to identify groups of patients with low, intermediate, and high likelihood of recurrence and benefit from FU/LV. RT-qPCR of FPE colon cancer tissue applied to four large independent populations has been used to develop multigene algorithms for estimating recurrence risk and benefit from FU/LV. These algorithms are being independently validated, and their clinical utility is being evaluated in the Quick and Simple and Reliable (QUASAR) study.

MeSH Terms
Algorithms Antineoplastic Combined Chemotherapy Protocols/therapeutic use Chemotherapy, Adjuvant Colonic Neoplasms/drug therapy,genetics,pathology,surgery Combined Modality Therapy Fluorouracil/administration & dosage Gene Expression Profiling Humans Leucovorin/administration & dosage Recurrence Reverse Transcriptase Polymerase Chain Reaction
Chemicals
Leucovorin Fluorouracil
Authors & Affiliations
12 authors, click to expand affiliations / ORCID
O'Connell Michael J
National Surgical Adjuvant Breast and Bowel Project, University of Pittsburgh, Pittsburgh, PA 15212, USA. michael.oconnell@nsabp.org
Lavery Ian
Yothers Greg
Paik Soonmyung
Clark-Langone Kim M
Lopatin Margarita
Watson Drew
Baehner Frederick L
Shak Steven
Baker Joffre
Cowens J Wayne
Wolmark Norman
References (47)
47 references, click to expand
  1. Gene expression profiling of colon cancer by DNA microarrays and correlation with histoclinical parameters.
    Oncogene. 2004 Feb 19;23(7):1377-91 PMID: 14973550
  2. Prognostic and predictive relevance of microsatellite instability in colorectal cancer.
    Oncol Rep. 2005 Jul;14(1):241-9 PMID: 15944796
  3. Gene expression and benefit of chemotherapy in women with node-negative, estrogen receptor-positive breast cancer.
    J Clin Oncol. 2006 Aug 10;24(23):3726-34 PMID: 16720680
  4. A checklist for evaluating reports of expression profiling for treatment selection.
    Clin Adv Hematol Oncol. 2006 Mar;4(3):219-24 PMID: 16728933
  5. Tumor microsatellite-instability status as a predictor of benefit from fluorouracil-based adjuvant chemotherapy for colon cancer.
    N Engl J Med. 2003 Jul 17;349(3):247-57 PMID: 12867608
  6. Analysis of apoptosis protein expression in early-stage colorectal cancer suggests opportunities for new prognostic biomarkers.
    Clin Cancer Res. 2005 Aug 1;11(15):5451-61 PMID: 16061861
  7. Oral uracil and tegafur plus leucovorin compared with intravenous fluorouracil and leucovorin in stage II and III carcinoma of the colon: results from National Surgical Adjuvant Breast and Bowel Project Protocol C-06.
    J Clin Oncol. 2006 May 1;24(13):2059-64 PMID: 16648506
  8. Prognostic value of thymidylate synthase, Ki-67, and p53 in patients with Dukes' B and C colon cancer: a National Cancer Institute-National Surgical Adjuvant Breast and Bowel Project collaborative study.
    J Clin Oncol. 2003 Jan 15;21(2):241-50 PMID: 12525515
  9. Combination of dihydropyrimidine dehydrogenase and thymidylate synthase gene expressions in primary tumors as predictive parameters for the efficacy of fluoropyrimidine-based chemotherapy for metastatic colorectal cancer.
    Clin Cancer Res. 2003 Feb;9(2):786-91 PMID: 12576451
  10. Hypoxia in cancer: significance and impact on clinical outcome.
    Cancer Metastasis Rev. 2007 Jun;26(2):225-39 PMID: 17440684
  11. The spread of rectal cancer and its effect on prognosis.
    Br J Cancer. 1958 Sep;12(3):309-20 PMID: 13596482
  12. ASCO 2006 update of recommendations for the use of tumor markers in gastrointestinal cancer.
    J Clin Oncol. 2006 Nov 20;24(33):5313-27 PMID: 17060676
  13. A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
    N Engl J Med. 2004 Dec 30;351(27):2817-26 PMID: 15591335
  14. Intergroup study of fluorouracil plus levamisole as adjuvant therapy for stage II/Dukes' B2 colon cancer.
    J Clin Oncol. 1995 Dec;13(12):2936-43 PMID: 8523058
  15. Molecular staging for survival prediction of colorectal cancer patients.
    J Clin Oncol. 2005 May 20;23(15):3526-35 PMID: 15908663
  16. Systematic review of microsatellite instability and colorectal cancer prognosis.
    J Clin Oncol. 2005 Jan 20;23(3):609-18 PMID: 15659508
  17. The benefit of leucovorin-modulated fluorouracil as postoperative adjuvant therapy for primary colon cancer: results from National Surgical Adjuvant Breast and Bowel Project protocol C-03.
    J Clin Oncol. 1993 Oct;11(10):1879-87 PMID: 8410113
  18. Role of platelet-derived endothelial cell growth factor/thymidine phosphorylase in fluoropyrimidine sensitivity.
    Br J Cancer. 2003 Mar 24;88(6):957-64 PMID: 12644837
  19. Controlled trial of fluorouracil and low-dose leucovorin given for 6 months as postoperative adjuvant therapy for colon cancer.
    J Clin Oncol. 1997 Jan;15(1):246-50 PMID: 8996149
  20. The mismatch repair complex hMutS alpha recognizes 5-fluorouracil-modified DNA: implications for chemosensitivity and resistance.
    Gastroenterology. 2004 Dec;127(6):1678-84 PMID: 15578504
  21. Prognostic value of proliferation, apoptosis, defective DNA mismatch repair, and p53 overexpression in patients with resected Dukes' B2 or C colon cancer: a North Central Cancer Treatment Group Study.
    J Clin Oncol. 2004 May 1;22(9):1572-82 PMID: 15117979
  22. Postoperative adjuvant chemotherapy or BCG for colon cancer: results from NSABP protocol C-01.
    J Natl Cancer Inst. 1988 Mar 2;80(1):30-6 PMID: 3276901
  23. Adjuvant therapy of Dukes' A, B, and C adenocarcinoma of the colon with portal-vein fluorouracil hepatic infusion: preliminary results of National Surgical Adjuvant Breast and Bowel Project Protocol C-02.
    J Clin Oncol. 1990 Sep;8(9):1466-75 PMID: 2202789
  24. Prospective clinical trials using a pharmacogenetic/pharmacogenomic approach.
    J Chemother. 2004 Nov;16 Suppl 4:25-30 PMID: 15688605
  25. AGA technical review on hereditary colorectal cancer and genetic testing.
    Gastroenterology. 2001 Jul;121(1):198-213 PMID: 11438509
  26. Screening for dihydropyrimidine dehydrogenase deficiency: to do or not to do, that's the question.
    Cancer Invest. 2006 Mar;24(2):215-7 PMID: 16537192
  27. Clinical trial to assess the relative efficacy of fluorouracil and leucovorin, fluorouracil and levamisole, and fluorouracil, leucovorin, and levamisole in patients with Dukes' B and C carcinoma of the colon: results from National Surgical Adjuvant Breast and Bowel Project C-04.
    J Clin Oncol. 1999 Nov;17(11):3553-9 PMID: 10550154
  28. Standards for reporting prognostic tumor marker studies.
    J Clin Oncol. 2005 Dec 20;23(36):9053-4 PMID: 16301590
  29. Use of 5-fluorouracil and survival in patients with microsatellite-unstable colorectal cancer.
    Gastroenterology. 2004 Feb;126(2):394-401 PMID: 14762775
  30. American Society of Clinical Oncology recommendations on adjuvant chemotherapy for stage II colon cancer.
    J Clin Oncol. 2004 Aug 15;22(16):3408-19 PMID: 15199089
  31. Oxaliplatin combined with weekly bolus fluorouracil and leucovorin as surgical adjuvant chemotherapy for stage II and III colon cancer: results from NSABP C-07.
    J Clin Oncol. 2007 Jun 1;25(16):2198-204 PMID: 17470851
  32. Confirmation that chromosome 18q allelic loss in colon cancer is a prognostic indicator.
    J Clin Oncol. 1998 Feb;16(2):427-33 PMID: 9469325
  33. Fluorouracil plus levamisole as effective adjuvant therapy after resection of stage III colon carcinoma: a final report.
    Ann Intern Med. 1995 Mar 1;122(5):321-6 PMID: 7847642
  34. Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study.
    Lancet. 2007 Dec 15;370(9604):2020-9 PMID: 18083404
  35. Colorectal tumors responding to 5-fluorouracil have low gene expression levels of dihydropyrimidine dehydrogenase, thymidylate synthase, and thymidine phosphorylase.
    Clin Cancer Res. 2000 Apr;6(4):1322-7 PMID: 10778957
  36. Oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment for colon cancer.
    N Engl J Med. 2004 Jun 3;350(23):2343-51 PMID: 15175436
  37. Prognostic role of thymidylate synthase, thymidine phosphorylase/platelet-derived endothelial cell growth factor, and proliferation markers in colorectal cancer.
    Clin Cancer Res. 2000 Mar;6(3):1063-72 PMID: 10741735
  38. Stage II colon cancer prognosis prediction by tumor gene expression profiling.
    J Clin Oncol. 2006 Oct 10;24(29):4685-91 PMID: 16966692
  39. Measurement of gene expression in archival paraffin-embedded tissues: development and performance of a 92-gene reverse transcriptase-polymerase chain reaction assay.
    Am J Pathol. 2004 Jan;164(1):35-42 PMID: 14695316
  40. Improved overall survival with oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment in stage II or III colon cancer in the MOSAIC trial.
    J Clin Oncol. 2009 Jul 1;27(19):3109-16 PMID: 19451431
  41. DNA markers predicting benefit from adjuvant fluorouracil in patients with colon cancer: a molecular study.
    Lancet. 2002 Nov 2;360(9343):1381-91 PMID: 12423985
  42. Efficacy of adjuvant fluorouracil and folinic acid in B2 colon cancer. International Multicentre Pooled Analysis of B2 Colon Cancer Trials (IMPACT B2) Investigators.
    J Clin Oncol. 1999 May;17(5):1356-63 PMID: 10334519
  43. Allelic loss of chromosome 18q and prognosis in colorectal cancer.
    N Engl J Med. 1994 Jul 28;331(4):213-21 PMID: 8015568
  44. Biomarker discovery for colon cancer using a 761 gene RT-PCR assay.
    BMC Genomics. 2007 Aug 15;8:279 PMID: 17697383
  45. Comparative efficacy of adjuvant chemotherapy in patients with Dukes' B versus Dukes' C colon cancer: results from four National Surgical Adjuvant Breast and Bowel Project adjuvant studies (C-01, C-02, C-03, and C-04)
    J Clin Oncol. 1999 May;17(5):1349-55 PMID: 10334518
  46. Gene-expression profiling predicts recurrence in Dukes' C colorectal cancer.
    Gastroenterology. 2005 Sep;129(3):874-84 PMID: 16143127
  47. Gene expression profiles and molecular markers to predict recurrence of Dukes' B colon cancer.
    J Clin Oncol. 2004 May 1;22(9):1564-71 PMID: 15051756
Article Info
Journal
Journal of clinical oncology : official journal of the American Society of Clinical Oncology
Abbr.
J Clin Oncol
ISSN
1527-7755
Published
2010-09-01
Epub
2010-00-02
Pages
3937-44
Language
English
Region
United States
NLM ID
8309333
PMCID
PMC2940392
Subset
IM
Grants
NCI NIH HHS · U10-CA-69651 · United States
NCI NIH HHS · U10-CA-37377 · United States
NCI NIH HHS · U10 CA012027 · United States
NCI NIH HHS · U10 CA069651 · United States
NCI NIH HHS · U10 CA069974 · United States
NCI NIH HHS · U10 CA037377 · United States
NCI NIH HHS · U10-CA-69974 · United States
NCI NIH HHS · U10-CA-12027 · United States
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