Biomarkers of benefit from cetuximab-based therapy in metastatic colorectal cancer: interaction of EGFR ligand expression with RAS/RAF, PIK3CA genotypes

George Pentheroudakis, Vassiliki Kotoula, Wendy De Roock, George Kouvatseas, Pavlos Papakostas, Thomas Makatsoris, Demetris Papamichael, Ioannis Xanthakis, Joseph Sgouros, Despina Televantou, Georgia Kafiri, Athanassios C Tsamandas, Evangelia Razis, Eleni Galani, Dimitrios Bafaloukos, Ioannis Efstratiou, Iliada Bompolaki, Dimitrios Pectasides, Nicholas Pavlidis, Sabine Tejpar, George Fountzilas, George Pentheroudakis, Vassiliki Kotoula, Wendy De Roock, George Kouvatseas, Pavlos Papakostas, Thomas Makatsoris, Demetris Papamichael, Ioannis Xanthakis, Joseph Sgouros, Despina Televantou, Georgia Kafiri, Athanassios C Tsamandas, Evangelia Razis, Eleni Galani, Dimitrios Bafaloukos, Ioannis Efstratiou, Iliada Bompolaki, Dimitrios Pectasides, Nicholas Pavlidis, Sabine Tejpar, George Fountzilas

Abstract

Background: More than half of patients with KRAS-wild type advanced colorectal cancer (CRC) fail anti-EGFR monoclonal antibodies. We studied EGFR-axis messenger RNA (mRNA) expression and RAS, RAF, PIK3CA mutations in order to identify additional biomarkers of cetuximab efficacy.

Methods: Previously genotyped (KRAS, NRAS, BRAF, PIK3CA mutations) formalin-fixed paraffin-embedded tumour biopsies of 226 cetuximab-treated CRC patients (1st to 3rd line therapy) were assessed for mRNA expression of epidermal growth factor receptor (EGFR) and its ligands EGF, Transofrming Growth Factor-a (TGFA), Amphiregulin (AREG) and Epiregulin (EREG) with real time quantitative PCR. Mutations were detected in 72 (31.9%) tumours for KRAS, in 6 (2.65%) for BRAF, in 7 (3.1%) for NRAS and in 37 (16.4%) for PIK3CA.

Results: Only PIK3CA mutations occasionally coexisted with other gene mutations. In univariate analysis, prognostic significance for survival ( from metastases until death) was seen for BRAF mutations (Hazard Ratio HR 8.1, 95% CI 3.4-19), codon 12-only KRAS mutations (HR 1.62, 95% CI 1.1-2.4), high AREG mRNA expression only in KRAS wild type CRC (HR 0.47, 95% CI 0.3-0.7) and high EREG mRNA expression irrespective of KRAS mutation status (HR 0.45, 95% CI 0.28-0.7). EREG tumoural mRNA expression was significantly associated with a 2.26-fold increased likelihood of objective response to cetuximab therapy (RECIST 1.1). In multivariate analysis, favourable predictive factors were high AREG mRNA in KRAS wild type tumours, high EREG mRNA, low Ephrin A2 receptor mRNA. Cetuximab-treated patients with AREG-low KRAS wild type CRC fared very poorly, their survival being similar to KRAS mutant CRC. Patients with KRAS codon 13 or other non-codon 12 mutations had a median survival (30 months, 95% CI 20-35) similar to that of patients with KRAS wild-type (median survival 29 months, 95% CI 25-35), in contrast to patients with KRAS codon 12 mutations who fared worse (median survival 19 months, 95% CI 15-26).

Conclusions: BRAF and codon 12 KRAS mutations predict for adverse outcome of CRC patients receiving cetuximab. AREG mRNA reflects EGFR signalling in KRAS wild type tumours, predicting for cetuximab efficacy when high and failure when low. EREG may have a prognostic role independent of KRAS mutation.

Figures

Figure 1
Figure 1
Waterfall plot of tumoural EREG mRNA levels in responding and non-responding patients by KRAS mutation status. a) KRAS wild type tumours, b) KRAS mutant tumours. X-axis corresponds to the 75th percentile EREG mRNA RQ values.
Figure 2
Figure 2
Impact of AREG mRNA levels on cetuximab-treated patient survival by KRAS tumour mutation. (Blue line: AREG-high, Red line: AREG-low). a) KRAS wild-type (p=0.0005), b) KRAS mutated (p=0.64).
Figure 3
Figure 3
Impact of EREG mRNA levels on cetuximab-treated patient survival by KRAS tumour mutation. (Blue line: EREG-high, Red line: EREG-low).a) KRAS wild type (p=0.011), b) KRAS mutated (p=0.022).
Figure 4
Figure 4
Survival of cetuximab-treated patients by type of KRAS mutation in tumour. Blue line: codon 12 mutations, Red line: codon 13 mutations, Green line: wild-type, Purple line: other KRAS mutations.

References

    1. Jemal A, Siegel R, Ward E. et al.Cancer Statistics, 2009. CA Cancer J Clin. 2009;59:225–249. doi: 10.3322/caac.20006.
    1. Siena S, Sartore-Bianchi A, Di Nicolantonio F. et al.Biomarkers Predicting Clinical Outcome of Epidermal Growth Factor Receptor-Targeted Therapy in Metastatic Colorectal Cancer. J Natl Cancer Inst. 2009;101:1308–1324. doi: 10.1093/jnci/djp280.
    1. Linardou H, Briasoulis E, Dahabreh IJ. et al.All about KRAS for clinical oncology practice: gene profile, clinical implications and laboratory recommendations for somatic mutational testing in colorectal cancer. Cancer Treat Rev. 2011;37:221–233. doi: 10.1016/j.ctrv.2010.07.008.
    1. Scheffzek K, Ahmadian MR, Kabsch W. et al.The Ras-RasGAP complex: structural basis for GTPase activation and its loss in oncogenic Ras mutants. Science. 1997;277:333–338. doi: 10.1126/science.277.5324.333.
    1. Amado RG, Wolf M, Peeters M. et al.Wild-type KRAS is required for panitumumab efficacy in patients with metastatic colorectal cancer. J Clin Oncol. 2008;26:1626–1634. doi: 10.1200/JCO.2007.14.7116.
    1. Van Cutsem E, Kohne CH, Hitre E. et al.Cetuximab and chemotherapy as initial treatment for metastatic colorectal cancer. N Engl J Med. 2009;360:1408–1417. doi: 10.1056/NEJMoa0805019.
    1. Van Cutsem E, Kohne CH, Lang I. et al.Cetuximab plus irinotecan, fluorouracil, and leucovorin as first-line treatment for metastatic colorectal cancer: updated analysis of overall survival according to tumor KRAS and BRAF mutation status. J Clin Oncol. 2011;29:2011–2019. doi: 10.1200/JCO.2010.33.5091.
    1. De Roock W, Claes B, Bernasconi D. et al.Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis. Lancet Oncol. 2010;11:753–762. doi: 10.1016/S1470-2045(10)70130-3.
    1. De Roock W, Jonker DJ, Di Nicolantonio F. et al.Association of KRAS p.G13D mutation with outcome in patients with chemotherapy-refractory metastatic colorectal cancer treated with cetuximab. JAMA. 2010;304:1812–1820. doi: 10.1001/jama.2010.1535.
    1. De Roock W, Piessevaux H, De Schutter J. et al.KRAS wild-type state predicts survival and is associated to early radiological response in metastatic colorectal cancer treated with cetuximab. Ann Oncol. 2008;19:508–515.
    1. Jacobs B, De Roock W, Piessevaux H. et al.Amphiregulin and epiregulin mRNA expression in primary tumors predicts outcome in metastatic colorectal cancer treated with cetuximab. J Clin Oncol. 2009;27:5068–5074. doi: 10.1200/JCO.2008.21.3744.
    1. Sanchez-Navarro I, Gamez-Pozo A, Gonzalez-Baron M. et al.Comparison of gene expression profiling by reverse transcription quantitative PCR between fresh frozen and formalin-fixed, paraffin-embedded breast cancer tissues. Biotechniques. 2010;48:389–397. doi: 10.2144/000113388.
    1. Koutras AK, Kalogeras KT, Dimopoulos MA. et al.Evaluation of the prognostic and predictive value of HER family mRNA expression in high-risk early breast cancer: a Hellenic Cooperative Oncology Group (HeCOG) study. Br J Cancer. 2008;99:1775–1785. doi: 10.1038/sj.bjc.6604769.
    1. Nishino M, Jagannathan JP, Ramaiya NH, Van den Abbeele AD, Revised RECIST. guideline version 1.1: What oncologists want to know and what radiologists need to know. AJR Am J Roentgenol. 2010;195:281–289. doi: 10.2214/AJR.09.4110.
    1. Miller R, Siegmund D. Maximally Selected Chi-Square Statistics. Biometrics. 1982;38:1011–1016. doi: 10.2307/2529881.
    1. Sartore-Bianchi A, Martini M, Molinari F. et al.PIK3CA Mutations in Colorectal Cancer Are Associated with Clinical Resistance to EGFR-Targeted Monoclonal Antibodies. Cancer Res. 2009;69:1851–1857. doi: 10.1158/0008-5472.CAN-08-2466.
    1. Siena S, Sartore-Bianchi A, Di Nicolantonio F, Balfour J, Bardelli A. Biomarkers predicting clinical outcome of epidermal growth factor receptor-targeted therapy in metastatic colorectal cancer. J Natl Cancer Inst. 2009;101(19):1308–1324. doi: 10.1093/jnci/djp280.
    1. Prenen H, De Schutter J, Jacobs B. et al.PIK3CA mutations are not a major determinant of resistance to the epidermal growth factor receptor inhibitor cetuximab in metastatic colorectal cancer. Clin Cancer Res. 2009;15:3184–3188. doi: 10.1158/1078-0432.CCR-08-2961.
    1. Perrone F, Lampis A, Orsenigo M. et al.PI3KCA/PTEN deregulation contributes to impaired responses to cetuximab in metastatic colorectal cancer patients. Ann Oncol. 2009;20:84–90.
    1. Saridaki Z, Tzardi M, Papadaki C. et al.Impact of KRAS, BRAF, PIK3CA mutations, PTEN, AREG, EREG expression and skin rash in >/= 2 line cetuximab-based therapy of colorectal cancer patients. PLoS One. 2011;6:e15980. doi: 10.1371/journal.pone.0015980.
    1. Modest DP, Jung A, Moosmann N. et al.The influence of KRAS and BRAF mutations on the efficacy of cetuximab-based first-line therapy of metastatic colorectal cancer: An analysis of the AIO KRK-0104-trial. Int J Cancer. 2012;131(4):980–986. doi: 10.1002/ijc.26467.
    1. De Roock W, De Vriendt V, Normanno N. et al.KRAS, BRAF, PIK3CA, and PTEN mutations: implications for targeted therapies in metastatic colorectal cancer. Lancet Oncol. 2011;12:594–603. doi: 10.1016/S1470-2045(10)70209-6.
    1. Douillard JY, Siena S, Cassidy J. et al.Randomized, phase III trial of panitumumab with infusional fluorouracil, leucovorin, and oxaliplatin (FOLFOX4) versus FOLFOX4 alone as first-line treatment in patients with previously untreated metastatic colorectal cancer: the PRIME study. J Clin Oncol. 2010;28:4697–4705. doi: 10.1200/JCO.2009.27.4860.
    1. Peeters M. Evaluation of Individual Codon 12 and 13 Mutant (MT) KRAS Alleles as Prognostic and Predictive Biomarkers of Response to Panitumumab (pmab) in Patients with Metastatic Colorectal Cancer. ECCO. 2011;2011:20.
    1. Smith G, Bounds R, Wolf H. et al.Activating K-Ras mutations outwith ‘hotspot’ codons in sporadic colorectal tumours - implications for personalised cancer medicine. Br J Cancer. 2010;102:693–703. doi: 10.1038/sj.bjc.6605534.
    1. Janakiraman M, Vakiani E, Zeng Z. et al.Genomic and biological characterization of exon 4 KRAS mutations in human cancer. Cancer Res. 2010;70:5901–5911. doi: 10.1158/0008-5472.CAN-10-0192.
    1. Khambata-Ford S, Garrett CR, Meropol NJ. et al.Expression of epiregulin and amphiregulin and K-ras mutation status predict disease control in metastatic colorectal cancer patients treated with cetuximab. J Clin Oncol. 2007;25:3230–3237. doi: 10.1200/JCO.2006.10.5437.
    1. Baker JB, Dutta D, Watson D. et al.Tumour gene expression predicts response to cetuximab in patients with KRAS wild-type metastatic colorectal cancer. Br J Cancer. 2011;104:488–495. doi: 10.1038/sj.bjc.6606054.
    1. Shelly M, Pinkas-Kramarski R, Guarino BC. et al.Epiregulin is a potent pan-ErbB ligand that preferentially activates heterodimeric receptor complexes. J Biol Chem. 1998;273:10496–10505. doi: 10.1074/jbc.273.17.10496.
    1. Oliveras-Ferraros C, Vall-Llovera AM, Salip DC. et al.Evolution of the predictive markers amphiregulin and epiregulin mRNAs during long-term cetuximab treatment of KRAS wild-type tumor cells. Invest New Drugs. 2012;30:846–852. doi: 10.1007/s10637-010-9612-2.

Source: PubMed

3
Abonnere