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Published in: BMC Cancer 1/2013

Open Access 01-12-2013 | Research article

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

Authors: 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

Published in: BMC Cancer | Issue 1/2013

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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.
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Literature
1.
go back to reference Jemal A, Siegel R, Ward E, et al: Cancer Statistics, 2009. CA Cancer J Clin. 2009, 59: 225-249. 10.3322/caac.20006.CrossRefPubMed Jemal A, Siegel R, Ward E, et al: Cancer Statistics, 2009. CA Cancer J Clin. 2009, 59: 225-249. 10.3322/caac.20006.CrossRefPubMed
2.
go back to reference 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. 10.1093/jnci/djp280.CrossRefPubMedPubMedCentral 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. 10.1093/jnci/djp280.CrossRefPubMedPubMedCentral
3.
go back to reference 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. 10.1016/j.ctrv.2010.07.008.CrossRefPubMed 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. 10.1016/j.ctrv.2010.07.008.CrossRefPubMed
4.
go back to reference 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. 10.1126/science.277.5324.333.CrossRefPubMed 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. 10.1126/science.277.5324.333.CrossRefPubMed
5.
go back to reference 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. 10.1200/JCO.2007.14.7116.CrossRefPubMed 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. 10.1200/JCO.2007.14.7116.CrossRefPubMed
6.
go back to reference 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. 10.1056/NEJMoa0805019.CrossRefPubMed 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. 10.1056/NEJMoa0805019.CrossRefPubMed
7.
go back to reference 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. 10.1200/JCO.2010.33.5091.CrossRefPubMed 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. 10.1200/JCO.2010.33.5091.CrossRefPubMed
8.
go back to reference 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. 10.1016/S1470-2045(10)70130-3.CrossRefPubMed 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. 10.1016/S1470-2045(10)70130-3.CrossRefPubMed
9.
go back to reference 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. 10.1001/jama.2010.1535.CrossRefPubMed 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. 10.1001/jama.2010.1535.CrossRefPubMed
10.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
11.
go back to reference 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. 10.1200/JCO.2008.21.3744.CrossRefPubMed 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. 10.1200/JCO.2008.21.3744.CrossRefPubMed
12.
go back to reference 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. 10.2144/000113388.CrossRefPubMed 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. 10.2144/000113388.CrossRefPubMed
13.
go back to reference 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. 10.1038/sj.bjc.6604769.CrossRefPubMedPubMedCentral 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. 10.1038/sj.bjc.6604769.CrossRefPubMedPubMedCentral
14.
go back to reference 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. 10.2214/AJR.09.4110.CrossRefPubMed 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. 10.2214/AJR.09.4110.CrossRefPubMed
15.
go back to reference Miller R, Siegmund D: Maximally Selected Chi-Square Statistics. Biometrics. 1982, 38: 1011-1016. 10.2307/2529881.CrossRef Miller R, Siegmund D: Maximally Selected Chi-Square Statistics. Biometrics. 1982, 38: 1011-1016. 10.2307/2529881.CrossRef
16.
go back to reference 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. 10.1158/0008-5472.CAN-08-2466.CrossRefPubMed 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. 10.1158/0008-5472.CAN-08-2466.CrossRefPubMed
17.
go back to reference 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. 10.1093/jnci/djp280.CrossRefPubMedPubMedCentral 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. 10.1093/jnci/djp280.CrossRefPubMedPubMedCentral
18.
go back to reference 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. 10.1158/1078-0432.CCR-08-2961.CrossRefPubMed 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. 10.1158/1078-0432.CCR-08-2961.CrossRefPubMed
19.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
20.
go back to reference 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: e15980-10.1371/journal.pone.0015980.CrossRefPubMedPubMedCentral 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: e15980-10.1371/journal.pone.0015980.CrossRefPubMedPubMedCentral
21.
go back to reference 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. 10.1002/ijc.26467.CrossRefPubMed 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. 10.1002/ijc.26467.CrossRefPubMed
22.
go back to reference 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. 10.1016/S1470-2045(10)70209-6.CrossRefPubMed 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. 10.1016/S1470-2045(10)70209-6.CrossRefPubMed
23.
go back to reference 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. 10.1200/JCO.2009.27.4860.CrossRefPubMed 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. 10.1200/JCO.2009.27.4860.CrossRefPubMed
24.
go back to reference 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- 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-
25.
go back to reference 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. 10.1038/sj.bjc.6605534.CrossRefPubMedPubMedCentral 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. 10.1038/sj.bjc.6605534.CrossRefPubMedPubMedCentral
26.
go back to reference 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. 10.1158/0008-5472.CAN-10-0192.CrossRefPubMedPubMedCentral 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. 10.1158/0008-5472.CAN-10-0192.CrossRefPubMedPubMedCentral
27.
go back to reference 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. 10.1200/JCO.2006.10.5437.CrossRefPubMed 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. 10.1200/JCO.2006.10.5437.CrossRefPubMed
28.
go back to reference 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. 10.1038/sj.bjc.6606054.CrossRefPubMedPubMedCentral 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. 10.1038/sj.bjc.6606054.CrossRefPubMedPubMedCentral
29.
go back to reference 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. 10.1074/jbc.273.17.10496.CrossRefPubMed 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. 10.1074/jbc.273.17.10496.CrossRefPubMed
30.
go back to reference 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. 10.1007/s10637-010-9612-2.CrossRefPubMed 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. 10.1007/s10637-010-9612-2.CrossRefPubMed
Metadata
Title
Biomarkers of benefit from cetuximab-based therapy in metastatic colorectal cancer: interaction of EGFR ligand expression with RAS/RAF, PIK3CA genotypes
Authors
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
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2013
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/1471-2407-13-49

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