Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Original Article
  • Published:

A prospective validation pharmacogenomic study in the adjuvant setting of colorectal cancer patients treated with the 5-fluorouracil/leucovorin/oxaliplatin (FOLFOX4) regimen

Abstract

The discovery of pharmacogenomic markers in colorectal cancer (CRC) could be setting-specific. FOLFOX4 is employed in the adjuvant and metastatic setting in CRC. This prospective study is aimed to validate in the adjuvant setting the pharmacogenomic markers of toxicity reported in the metastatic setting (that is, GSTP1-rs947894, and -rs1138272; GSTM1-null genotype; AGXT-rs4426527, -rs34116584 and del-74 bp), and to discover additional markers. CRC patients (n=144) treated with adjuvant FOLFOX4 were genotyped for 57 polymorphisms in 29 genes. Grade 2 neurotoxicity was associated (false discovery rate-adjusted q-value <0.1) with single-nucleotide polymorphisms in ABCC1 (rs2074087: odds ratio=0.43(0.22–0.86)), and ABCC2 (rs3740066: 2.99(1.16–7.70); rs1885301: 3.06(1.35–6.92); rs4148396: 4.69(1.60–13.74); rs717620: 14.39(1.63–127.02)). hMSH6-rs3136228 was associated with grade 3–4 neutropenia (3.23(1.38–7.57), q-value=0.0937). XRCC3-rs1799794 was associated with grade 3–4 non-hematological toxicity (8.90(2.48–31.97), q-value=0.0150). The markers previously identified in metastatic CRC were not validated. We have identified new markers of toxicity in genes of transport and DNA repair. If validated in other studies, they could help to identify patients at risk of toxicity.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1

Similar content being viewed by others

References

  1. Lee SY, McLeod HL . Pharmacogenetic tests in cancer chemotherapy: what physicians should know for clinical application. J Pathol 2011; 223: 15–27.

    Article  CAS  Google Scholar 

  2. Sim SC, Ingelman-Sundberg M . Pharmacogenomic biomarkers: new tools in current and future drug therapy. Trends Pharmacol Sci 2011; 32: 72–81.

    Article  CAS  Google Scholar 

  3. Cecchin E, Innocenti F, D’Andrea M, Corona G, De Mattia E, Biason P et al. Predictive role of the UGT1A1, UGT1A7, and UGT1A9 genetic variants and their haplotypes on the outcome of metastatic colorectal cancer patients treated with fluorouracil, leucovorin, and irinotecan. J Clin Oncol 2009; 27: 2457–2465.

    Article  CAS  Google Scholar 

  4. Innocenti F, Undevia SD, Iyer L, Chen PX, Das S, Kocherginsky M et al. Genetic variants in the UDP-glucuronosyltransferase 1A1 gene predict the risk of severe neutropenia of irinotecan. J Clin Oncol 2004; 22: 1382–1388.

    Article  CAS  Google Scholar 

  5. Ruzzo A, Graziano F, Loupakis F, Santini D, Catalano V, Bisonni R et al. Pharmacogenetic profiling in patients with advanced colorectal cancer treated with first-line FOLFIRI chemotherapy. Pharmacogenomics J 2008; 8: 278–288.

    Article  CAS  Google Scholar 

  6. Toffoli G, Cecchin E, Gasparini G, D’Andrea M, Azzarello G, Basso U et al. Genotype-driven phase I study of irinotecan administered in combination with fluorouracil/leucovorin in patients with metastatic colorectal cancer. J Clin Oncol 2010; 28: 866–871.

    Article  CAS  Google Scholar 

  7. Andre T, Boni C, Mounedji-Boudiaf L, Navarro M, Tabernero J, Hickish T et al. Oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment for colon cancer. N Engl J Med 2004; 350: 2343–2351.

    Article  CAS  Google Scholar 

  8. Ibrahim A, Hirschfeld S, Cohen MH, Griebel DJ, Williams GA, Pazdur R . FDA drug approval summaries: oxaliplatin. Oncologist 2004; 9: 8–12.

    Article  Google Scholar 

  9. Kuebler JP, Wieand HS, O’Connell MJ, Smith RE, Colangelo LH, Yothers G et al. 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; 25: 2198–2204.

    Article  CAS  Google Scholar 

  10. Pachman DR, Barton DL, Watson JC, Loprinzi CL . Chemotherapy-induced peripheral neuropathy: prevention and treatment. Clin Pharmacol Ther 2011; 90: 377–387.

    Article  CAS  Google Scholar 

  11. Reilly MM, Murphy SM, Laura M . Charcot-Marie-Tooth disease. J Peripher Nerv Syst 2011; 16: 1–14.

    Article  Google Scholar 

  12. Park SB, Lin CS, Krishnan AV, Goldstein D, Friedlander ML, Kiernan MC . Long-term neuropathy after oxaliplatin treatment: challenging the dictum of reversibility. Oncologist 2011; 16: 708–716.

    Article  CAS  Google Scholar 

  13. Cassidy J, Tabernero J, Twelves C, Brunet R, Butts C, Conroy T et al. XELOX (capecitabine plus oxaliplatin): active first-line therapy for patients with metastatic colorectal cancer. J Clin Oncol 2004; 22: 2084–2091.

    Article  CAS  Google Scholar 

  14. Kiernan MC, Krishnan AV . The pathophysiology of oxaliplatin-induced neurotoxicity. Curr Med Chem 2006; 13: 2901–2907.

    Article  CAS  Google Scholar 

  15. Adelsberger H, Quasthoff S, Grosskreutz J, Lepier A, Eckel F, Lersch C . The chemotherapeutic oxaliplatin alters voltage-gated Na(+) channel kinetics on rat sensory neurons. Eur J Pharmacol 2000; 406: 25–32.

    Article  CAS  Google Scholar 

  16. Ta LE, Espeset L, Podratz J, Windebank AJ . Neurotoxicity of oxaliplatin and cisplatin for dorsal root ganglion neurons correlates with platinum-DNA binding. Neurotoxicology 2006; 27: 992–1002.

    Article  CAS  Google Scholar 

  17. Martin LP, Hamilton TC, Schilder RJ . Platinum resistance: the role of DNA repair pathways. Clin Cancer Res 2008; 14: 1291–1295.

    Article  CAS  Google Scholar 

  18. Lecomte T, Landi B, Beaune P, Laurent-Puig P, Loriot MA . Glutathione S-transferase P1 polymorphism (Ile105Val) predicts cumulative neuropathy in patients receiving oxaliplatin-based chemotherapy. Clin Cancer Res 2006; 12: 3050–3056.

    Article  CAS  Google Scholar 

  19. Ruzzo A, Graziano F, Loupakis F, Rulli E, Canestrari E, Santini D et al. Pharmacogenetic profiling in patients with advanced colorectal cancer treated with first-line FOLFOX-4 chemotherapy. J Clin Oncol 2007; 25: 1247–1254.

    Article  CAS  Google Scholar 

  20. Knupfer H, Preiss R . Serum interleukin-6 levels in colorectal cancer patients—a summary of published results. Int J Colorectal Dis 2010; 25: 135–140.

    Article  Google Scholar 

  21. Sparmann A, Bar-Sagi D . Ras-induced interleukin-8 expression plays a critical role in tumor growth and angiogenesis. Cancer Cell 2004; 6: 447–458.

    Article  CAS  Google Scholar 

  22. Erreni M, Mantovani A, Allavena P . Tumor-associated Macrophages (TAM) and Inflammation in Colorectal Cancer. Cancer Microenviron 2011; 4: 141–154.

    Article  CAS  Google Scholar 

  23. Caussanel JP, Levi F, Brienza S, Misset JL, Itzhaki M, Adam R et al. Phase I trial of 5-day continuous venous infusion of oxaliplatin at circadian rhythm-modulated rate compared with constant rate. J Natl Cancer Inst 1990; 82: 1046–1050.

    Article  CAS  Google Scholar 

  24. Chen YC, Tzeng CH, Chen PM, Lin JK, Lin TC, Chen WS et al. Influence of GSTP1 I105V polymorphism on cumulative neuropathy and outcome of FOLFOX-4 treatment in Asian patients with colorectal carcinoma. Cancer Sci 2010; 101: 530–535.

    Article  CAS  Google Scholar 

  25. Gamelin L, Capitain O, Morel A, Dumont A, Traore S, Anne lB et al. Predictive factors of oxaliplatin neurotoxicity: the involvement of the oxalate outcome pathway. Clin Cancer Res 2007; 13: 6359–6368.

    Article  CAS  Google Scholar 

  26. McLeod HL, Sargent DJ, Marsh S, Green EM, King CR, Fuchs CS et al. Pharmacogenetic predictors of adverse events and response to chemotherapy in metastatic colorectal cancer: results from North American Gastrointestinal Intergroup Trial N9741. J Clin Oncol 2010; 28: 3227–3233.

    Article  CAS  Google Scholar 

  27. Pare L, Marcuello E, Altes A, del Rio E, Sedano L, Salazar J et al. Pharmacogenetic prediction of clinical outcome in advanced colorectal cancer patients receiving oxaliplatin/5-fluorouracil as first-line chemotherapy. Br J Cancer 2008; 99: 1050–1055.

    Article  CAS  Google Scholar 

  28. Benjamini YA, Hochberg Y . Controlling the false discovery rate: a practical and powerful approach to multiple testing. J Royal Stat Soc Ser B 1995; 57: 289–300.

    Google Scholar 

  29. Purcell S, Cherny SS, Sham PC . Genetic Power Calculator: design of linkage and association genetic mapping studies of complex traits. Bioinformatics 2003; 19: 149–150.

    Article  CAS  Google Scholar 

  30. Barrett JC, Fry B, Maller J, Daly MJ . Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 2005; 21: 263–265.

    Article  CAS  Google Scholar 

  31. Stephens M, Smith NJ, Donnelly P . A new statistical method for haplotype reconstruction from population data. Am J Hum Genet 2001; 68: 978–989.

    Article  CAS  Google Scholar 

  32. Stephens M, Donnelly P . A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet 2003; 73: 1162–1169.

    Article  CAS  Google Scholar 

  33. Boige V, Mendiboure J, Pignon JP, Loriot MA, Castaing M, Barrois M et al. Pharmacogenetic assessment of toxicity and outcome in patients with metastatic colorectal cancer treated with LV5FU2, FOLFOX, and FOLFIRI: FFCD 2000-05. J Clin Oncol 2010; 28: 2556–2564.

    Article  CAS  Google Scholar 

  34. Walther A, Johnstone E, Swanton C, Midgley R, Tomlinson I, Kerr D . Genetic prognostic and predictive markers in colorectal cancer. Nat Rev Cancer 2009; 9: 489–499.

    Article  CAS  Google Scholar 

  35. de Gramont A, Figer A, Seymour M, Homerin M, Hmissi A, Cassidy J et al. Leucovorin and fluorouracil with or without oxaliplatin as first-line treatment in advanced colorectal cancer. J Clin Oncol 2000; 18: 2938–2947.

    Article  CAS  Google Scholar 

  36. Cavaletti G, Alberti P, Marmiroli P . Chemotherapy-induced peripheral neurotoxicity in the era of pharmacogenomics. Lancet Oncol 2011; 12: 1151–1161.

    Article  CAS  Google Scholar 

  37. Denkert C, Budczies J, Weichert W, Wohlgemuth G, Scholz M, Kind T et al. Metabolite profiling of human colon carcinoma—deregulation of TCA cycle and amino acid turnover. Mol Cancer 2008; 7: 72.

    Article  Google Scholar 

  38. Rabik CA, Dolan ME . Molecular mechanisms of resistance and toxicity associated with platinating agents. Cancer Treat Rev 2007; 33: 9–23.

    Article  CAS  Google Scholar 

  39. Gottesman MM, Fojo T, Bates SE . Multidrug resistance in cancer: role of ATP-dependent transporters. Nat Rev Cancer 2002; 2: 48–58.

    Article  CAS  Google Scholar 

  40. Theile D, Grebhardt S, Haefeli WE, Weiss J . Involvement of drug transporters in the synergistic action of FOLFOX combination chemotherapy. Biochem Pharmacol 2009; 78: 1366–1373.

    Article  CAS  Google Scholar 

  41. Haenisch S, May K, Wegner D, Caliebe A, Cascorbi I, Siegmund W . Influence of genetic polymorphisms on intestinal expression and rifampicin-type induction of ABCC2 and on bioavailability of talinolol. Pharmacogenet Genomics 2008; 18: 357–365.

    Article  CAS  Google Scholar 

  42. Han B, Gao G, Wu W, Gao Z, Zhao X, Li L et al. Association of ABCC2 polymorphisms with platinum-based chemotherapy response and severe toxicity in non-small cell lung cancer patients. Lung Cancer 2011; 72: 238–243.

    Article  Google Scholar 

  43. Ballatori N, Hammond CL, Cunningham JB, Krance SM, Marchan R . Molecular mechanisms of reduced glutathione transport: role of the MRP/CFTR/ABCC and OATP/SLC21A families of membrane proteins. Toxicol Appl Pharmacol 2005; 204: 238–255.

    Article  CAS  Google Scholar 

  44. Taniguchi K, Wada M, Kohno K, Nakamura T, Kawabe T, Kawakami M et al. A human canalicular multispecific organic anion transporter (cMOAT) gene is overexpressed in cisplatin-resistant human cancer cell lines with decreased drug accumulation. Cancer Res 1996; 56: 4124–4129.

    CAS  PubMed  Google Scholar 

  45. Matullo G, Palli D, Peluso M, Guarrera S, Carturan S, Celentano E et al. XRCC1, XRCC3, XPD gene polymorphisms, smoking and (32)P-DNA adducts in a sample of healthy subjects. Carcinogenesis 2001; 22: 1437–1445.

    Article  CAS  Google Scholar 

  46. Ott K, Rachakonda PS, Panzram B, Keller G, Lordick F, Becker K et al. DNA repair gene and MTHFR gene polymorphisms as prognostic markers in locally advanced adenocarcinoma of the esophagus or stomach treated with cisplatin and 5-fluorouracil-based neoadjuvant chemotherapy. Ann Surg Oncol 2011; 18: 2688–2698.

    Article  Google Scholar 

  47. Damaraju S, Murray D, Dufour J, Carandang D, Myrehaug S, Fallone G et al. Association of DNA repair and steroid metabolism gene polymorphisms with clinical late toxicity in patients treated with conformal radiotherapy for prostate cancer. Clin Cancer Res 2006; 12: 2545–2554.

    Article  CAS  Google Scholar 

  48. Matheson EC, Hall AG . Expression of DNA mismatch repair proteins in acute lymphoblastic leukaemia and normal bone marrow. Adv Exp Med Biol 1999; 457: 579–583.

    Article  CAS  Google Scholar 

  49. Muller CI, Schulmann K, Reinacher-Schick A, Andre N, Arnold D, Tannapfel A et al. Predictive and prognostic value of microsatellite instability in patients with advanced colorectal cancer treated with a fluoropyrimidine and oxaliplatin containing first-line chemotherapy. A report of the AIO Colorectal Study Group. Int J Colorectal Dis 2008; 23: 1033–1039.

    Article  CAS  Google Scholar 

  50. Gazzoli I, Kolodner RD . Regulation of the human MSH6 gene by the Sp1 transcription factor and alteration of promoter activity and expression by polymorphisms. Mol Cell Biol 2003; 23: 7992–8007.

    Article  CAS  Google Scholar 

  51. Inoue N, Ishida H, Sano M, Kishino T, Okada N, Kumamoto K et al. Discrepancy between the NCI-CTCAE and DEB-NTC scales in the evaluation of oxaliplatin-related neurotoxicity in patients with metastatic colorectal cancer. Int J Clin Oncol 2011.

  52. Postma TJ, Heimans JJ . Grading of chemotherapy-induced peripheral neuropathy. Ann Oncol 2000; 11: 509–513.

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G Toffoli.

Ethics declarations

Competing interests

The authors declare no conflict of interest.

Additional information

Supplementary Information accompanies the paper on the The Pharmacogenomics Journal website

Supplementary information

PowerPoint slides

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cecchin, E., D'Andrea, M., Lonardi, S. et al. A prospective validation pharmacogenomic study in the adjuvant setting of colorectal cancer patients treated with the 5-fluorouracil/leucovorin/oxaliplatin (FOLFOX4) regimen. Pharmacogenomics J 13, 403–409 (2013). https://doi.org/10.1038/tpj.2012.31

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/tpj.2012.31

Keywords

This article is cited by

Search

Quick links