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Natalicchio MI, Improta G, Zupa A, Cursio OE, Stampone E, Possidente L, Teresa Gerardi AM, Vita G, Martini M, Cassano A, Piccoli C, Romito S, Aieta M, Antonetti R, Barone C, Landriscina M. Pyrosequencing evaluation of low-frequency KRAS mutant alleles for EGF receptor therapy selection in metastatic colorectal carcinoma. Future Oncol 2014; 10:713-23. [PMID: 24799053 DOI: 10.2217/fon.13.233] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
AIM To evaluate whether pyrosequencing (PS) improves the KRAS mutational status predictive value. PATIENTS & METHODS A retrospective analysis of KRAS mutations by PS and direct sequencing (DS) in 192 metastatic colorectal carcinomas (mCRCs), subgrouped in 51 KRAS mutated at PS and 141 KRAS wild-type at DS. RESULTS DS failed to detect low-frequency KRAS mutations in four out of 51 mCRCs, whereas PS detected 12 additional low-frequency KRAS mutations in 141 mCRCs KRAS wild-type at DS. After reanalyzing by PS 97 KRAS wild-type tumors treated with anti-EGF receptor (EGFR) antibodies, nine additional mutations were revealed in nonresponders, whereas none of responders exhibited a KRAS-mutated genotype. Of note, KRAS-mutated tumors upon PS showed a worst progression-free survival after EGFR therapy. Finally, PS allowed the detection of additional NRAS, BRAF and exon 20 PIK3CA mutations mostly in KRAS wild-type mCRCs resistant to EGFR therapy. CONCLUSION PS detection of low-frequency mutations may improve the KRAS predictive value for EGFR therapy selection.
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102
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The efficacy and safety of pemetrexed plus bevacizumab in previously treated patients with advanced non-squamous non-small cell lung cancer (ns-NSCLC). Tumour Biol 2014; 36:2491-9. [PMID: 25417899 DOI: 10.1007/s13277-014-2862-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Accepted: 11/14/2014] [Indexed: 10/24/2022] Open
Abstract
Bevacizumab (Bev), a monoclonal antibody against vascular endothelial growth factor, when combined with standard first-line chemotherapy, shows impressive clinical benefit in advanced non-squamous non-small cell lung cancer (ns-NSCLC). Our study aims to investigate whether the addition of Bev to pemetrexed improves progression-free survival (PFS) in advanced ns-NSCLC patients after the failure of at least one prior chemotherapy regimens. Patients with locally advanced, recurrent, or metastatic ns-NSCLC, after failure of platinum-based therapy, with a performance status 0 to 2, were eligible. Patients received 500 mg/m(2) of pemetrexed intravenously (IV) day 1 with vitamin B12, folic acid, and dexamethasone and Bev 7.5 mg/kg IV day 1 of a 21-day cycle until unacceptable toxicity, disease progression or the patient requested therapy discontinuation. The primary end point was PFS. Between December 2011 and October 2013, 33 patients were enrolled, with median age of 55 years and 36.4% men. Twenty-three patients (69.7%) had received two or more prior regimens, and 28 patients (84.8%) had received chemotherapy containing pemetrexed. The median number of the protocol regimens was 4. Median PFS was 4.37 months (95% CI 2.64-6.09 months). Median overall survival (OS) was 15.83 months (95% CI 10.52-21.15 months). Overall response rates were 6.45%. Disease control rate was 54.84%. No new safety signals were detected. No patient experienced drug-related deaths. The combination of Bev and pemetrexed every 21 days is effective in ns-NSCLC patients who failed of prior therapies with improved PFS. Toxicities are similar with historical data of these two agents and are tolerable. Our results may provide more a regimen containing Bev and pemetrexed for Chinese clinical practice in previously treated ns-NSCLC.
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de Gramont A, Watson S, Ellis LM, Rodón J, Tabernero J, de Gramont A, Hamilton SR. Pragmatic issues in biomarker evaluation for targeted therapies in cancer. Nat Rev Clin Oncol 2014; 12:197-212. [PMID: 25421275 DOI: 10.1038/nrclinonc.2014.202] [Citation(s) in RCA: 120] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Predictive biomarkers are becoming increasingly important tools in drug development and clinical research. The importance of using both guidelines for specimen acquisition and analytical methods for biomarker measurements that are standardized has become recognized widely as an important issue, which must be addressed in order to provide high-quality, validated assays. Herein, we review the major challenges in biomarker validation processes, including pre-analytical (sample-related), analytical, and post-analytical (data-related) aspects of assay development. Recommendations for improving biomarker assay development and method validation are proposed to facilitate the use of predictive biomarkers in clinical trials and the practice of oncology.
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Affiliation(s)
- Armand de Gramont
- New Drug Evaluation Laboratory, Centre of Experimental Therapeutics, Department of Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), 1011 Lausanne, Switzerland
| | - Sarah Watson
- INSERM U830, Genetics and Biology of Paediatric Tumours Group, Institut Curie, France
| | - Lee M Ellis
- Departments of Surgical Oncology, and Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, USA
| | - Jordi Rodón
- Medical Oncology, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO) and Universitat Autonoma de Barcelona (UAB), Spain
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO) and Universitat Autonoma de Barcelona (UAB), Spain
| | - Aimery de Gramont
- Medical Oncology Department, Institut Hospitalier Franco-Britannique, France
| | - Stanley R Hamilton
- Division of Pathology and Laboratory Medicine, University of Texas MD Anderson Cancer Center, USA
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104
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Li W, Shi Q, Wang W, Liu J, Ren J, Li Q, Hou F. KRAS status and resistance to epidermal growth factor receptor tyrosine-kinase inhibitor treatment in patients with metastatic colorectal cancer: a meta-analysis. Colorectal Dis 2014; 16:O370-8. [PMID: 25155261 DOI: 10.1111/codi.12749] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2013] [Accepted: 06/06/2014] [Indexed: 12/29/2022]
Abstract
AIM This study reviewed the association between KRAS mutation and resistance to treatment with epidermal growth factor receptor (EGFR) tyrosine-kinase inhibitors (TKIs) in patients with metastatic colorectal cancer (mCRC). METHOD A search was carried out of PubMed, MEDLINE, EMBASE and the Cochrane Library databases (to November 2013) without language restrictions. RESULTS Ten studies were included in the final meta-analysis, consisting of 1339 patients with mCRC, of whom 427 (32%) had a KRAS mutation. The objective response rate (ORR) of mCRC patients with KRAS mutation was 8% (33/427), whereas the ORR of mCRC patients with wild-type KRAS was 34% (306/912). The overall pooled response rate (RR) for the ORR was 1.297 (95% CI 1.244-1.353, P < 0.01). Subgroup analysis comparing cetuximab monotherapy treatment with cetuximab plus chemotherapy, showed a pooled RR of 1.26 (95% CI 1.12-0.63, P < 0.01) and 1.30 (95% CI 1.25-1.36, P < 0.01), respectively. For patients receiving anti-EGFR with monoclonal antibodies (mAb) given as first-line treatment or not, the pooled RRs were 1.34 (95% CI 1.23-1.46, P < 0.01) and 1.29 (95% CI 1.23-1.35, P < 0.01). The data on progression-free survival from five studies in the meta-analysis gave a hazard ratio (HR) of 1.99 with a 95% CI of 1.69-2.29. Finally, the data for overall survival in mCRC patients were pooled from the only three studies reporting the HR (1.80; 95% CI 1.50-2.10). None of the results had any evidence of heterogeneity. CONCLUSION All the results favoured a stronger link between mutant KRAS and anti-EGFR mAb, but due to a mutually exclusive relationship between KRAS and other gene mutations the clinical usefulness of KRAS mutation as a selection marker for sensitivity to EGFR TKIs in mCRC is limited.
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Affiliation(s)
- W Li
- Oncology Department, Shanghai Municipal Hospital of Traditional Chinese Medicine affiliated to Shanghai TCM University, Shanghai, China
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105
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Bartley AN, Hamilton SR. Select biomarkers for tumors of the gastrointestinal tract: present and future. Arch Pathol Lab Med 2014; 139:457-68. [PMID: 25333834 DOI: 10.5858/arpa.2014-0189-ra] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Advances in molecular biomarkers of the gastrointestinal tract have contributed to a decline in the incidence of and mortality from diseases of the gastrointestinal tract. The discovery and clinical validation of new biomarkers are important to personalized cancer therapy, and numerous clinical trials are currently ongoing to help identify individualized therapy affecting these biomarkers and molecular mechanisms they represent. Distinct molecular pathways leading to cancers of the colorectum, esophagus, stomach, small bowel, and pancreas have been identified. Using biomarkers in these pathways to direct patient care, including selection of proper molecular testing for identification of actionable mutations and reporting the results of these biomarkers to guide clinicians and genetic counselors, is paramount. OBJECTIVE To examine and review select clinically actionable biomarkers of the colon, esophagus, stomach, small bowel, and pancreas, including present and future biomarkers with relevant clinical trials. DATA SOURCES Extensive literature review and practical and consultation experience of the authors. CONCLUSIONS Although numerous biomarkers have been identified and are currently guiding patient therapy, few have shown evidence of clinical utility in the management of patients with gastrointestinal cancers. Inconsistent results and discordant proposed algorithms for testing were identified throughout the literature; however, the potential for biomarkers to improve outcomes for patients with gastrointestinal cancer remains high. Continued advances through high-quality studies are needed.
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Affiliation(s)
- Angela N Bartley
- From Molecular Diagnostics, Department of Pathology, St. Joseph Mercy Hospital, Ypsilanti, Michigan (Dr Bartley); and the Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas (Dr Hamilton)
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Okada Y, Miyamoto H, Goji T, Takayama T. Biomarkers for predicting the efficacy of anti-epidermal growth factor receptor antibody in the treatment of colorectal cancer. Digestion 2014; 89:18-23. [PMID: 24458108 DOI: 10.1159/000356202] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Anti-epidermal growth factor receptor (EGFR) antibodies have been widely utilized as a standard treatment for metastatic colorectal cancer (CRC). Anti-EGFR antibodies bind competitively to EGFRs to inhibit receptor activation and subsequent signal transduction of the RAS/RAF/MEK pathway and PI3K/AKT pathway. By inhibiting EGFR-mediated signal transduction, anti-EGFR antibodies inhibit cell growth, invasion, metastasis and angiogenesis, and they induce apoptosis. The IgG1-type antibody cetuximab is also capable of inducing antibody-dependent cellular cytotoxicity. Several studies have shown that KRAS mutation is a useful biomarker for predicting the efficacy of anti-EGFR agents, and the major guidelines for the treatment of CRC recommend the use of anti-EGFR antibody only for the cancers with wild-type KRAS. Alterations of other genes, including BRAF, NRAS, PTEN and AKT, and EGFR expression/gene copy number have also been reported to be candidate biomarkers for predicting the efficacy of anti-EGFR agents. The predictive values of these biomarkers are still controversial and further investigations are required.
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Affiliation(s)
- Yasuyuki Okada
- Department of Gastroenterology and Oncology, Institutes of Health Biosciences, University of Tokushima Graduate School, Tokushima, Japan
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107
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Misale S, Di Nicolantonio F, Sartore-Bianchi A, Siena S, Bardelli A. Resistance to anti-EGFR therapy in colorectal cancer: from heterogeneity to convergent evolution. Cancer Discov 2014; 4:1269-80. [PMID: 25293556 DOI: 10.1158/2159-8290.cd-14-0462] [Citation(s) in RCA: 394] [Impact Index Per Article: 35.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
UNLABELLED The EGFR-targeted antibodies cetuximab and panitumumab are used to treat metastatic colorectal cancers. Mutations in KRAS, NRAS, and BRAF and amplification of ERBB2 and MET drive primary (de novo) resistance to anti-EGFR treatment. Recently, the emergence of alterations in the same genes was detected in patients who responded to EGFR blockade and then relapsed. These results illuminate a striking overlap between genes that, when mutated, drive primary and secondary resistance to anti-EGFR antibodies. Remarkably, although the mechanisms of resistance are genetically heterogeneous, they biochemically converge on key signaling pathways. This knowledge is being translated in the rational design of additional lines of therapy. SIGNIFICANCE Anti-EGFR-targeted therapies are used for the treatment of metastatic colorectal cancer. Molecular heterogeneity impairs their efficacy by fuelling de novo and acquired resistance. In this review, we highlight how genetically distinct resistance mechanisms biochemically converge on a limited number of signaling pathways that can be therapeutically intercepted.
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Affiliation(s)
- Sandra Misale
- Department of Oncology, University of Torino, Candiolo, Torino, Italy. Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Torino, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo, Torino, Italy. Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Torino, Italy
| | - Andrea Sartore-Bianchi
- Department of Hematology and Oncology, Niguarda Cancer Center, Ospedale Niguarda Ca' Granda, Milan, Italy
| | - Salvatore Siena
- Department of Hematology and Oncology, Niguarda Cancer Center, Ospedale Niguarda Ca' Granda, Milan, Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo, Torino, Italy. Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Torino, Italy. FIRC Institute of Molecular Oncology (IFOM), Milano, Italy.
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108
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Zhang Y, Baysac KC, Yee LF, Saporita AJ, Weber JD. Elevated DDX21 regulates c-Jun activity and rRNA processing in human breast cancers. Breast Cancer Res 2014; 16:449. [PMID: 25260534 PMCID: PMC4303128 DOI: 10.1186/s13058-014-0449-z] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Accepted: 09/19/2014] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION The DDX21 RNA helicase has been shown to be a nucleolar and nuclear protein involved in ribosome RNA processing and AP-1 transcription. DDX21 is highly expressed in colon cancer, lymphomas, and some breast cancers, but little is known about how DDX21 might promote tumorigenesis. METHODS Immunohistochemistry was performed on a breast cancer tissue array of 187 patients. In order to study the subcellular localization of DDX21 in both tumor tissue and tumor cell lines, indirect immunofluorescence was applied. The effect of DDX21 knockdown was measured by cellular apoptosis, rRNA processing assays, soft agar growth and mouse xenograft imaging. AP-1 transcriptional activity was analyzed with a luciferase reporter and bioluminescence imaging, as well as qRT-PCR analysis of downstream target, cyclin D1, to determine the mechanism of action for DDX21 in breast tumorigenesis. RESULTS Herein, we show that DDX21 is highly expressed in breast cancer tissues and established cell lines. A significant number of mammary tumor tissues and established breast cancer cell lines exhibit nuclear but not nucleolar localization of DDX21. The protein expression level of DDX21 correlates with cell proliferation rate and is markedly induced by EGF signaling. Mechanistically, DDX21 is required for the phosphorylation of c-Jun on Ser73 and DDX21 deficiency markedly reduces the transcriptional activity of AP-1. Additionally, DDX21 promotes rRNA processing in multiple breast cancer cell lines. Tumor cells expressing high levels of endogenous DDX21 undergo apoptosis after acute DDX21 knockdown, resulting in significant reduction of tumorigenicity in vitro and in vivo. CONCLUSIONS Our findings indicate that DDX21 expression in breast cancer cells can promote AP-1 activity and rRNA processing, and thus, promote tumorigenesis by two independent mechanisms. DDX21 could serve as a marker for a subset of breast cancer patients with higher proliferation potential and may be used as a therapeutic target for a subset of breast cancer patients.
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109
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Vecchione L. Optimization of Anti-EGFR Treatment of Advanced Colorectal Cancer. CURRENT COLORECTAL CANCER REPORTS 2014. [DOI: 10.1007/s11888-014-0232-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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110
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Ormanns S, Siveke JT, Heinemann V, Haas M, Sipos B, Schlitter AM, Esposito I, Jung A, Laubender RP, Kruger S, Vehling-Kaiser U, Winkelmann C, Fischer von Weikersthal L, Clemens MR, Gauler TC, Märten A, Geissler M, Greten TF, Kirchner T, Boeck S. pERK, pAKT and p53 as tissue biomarkers in erlotinib-treated patients with advanced pancreatic cancer: a translational subgroup analysis from AIO-PK0104. BMC Cancer 2014; 14:624. [PMID: 25164437 PMCID: PMC4152581 DOI: 10.1186/1471-2407-14-624] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Accepted: 08/19/2014] [Indexed: 01/05/2023] Open
Abstract
Background The role of pERK, pAKT and p53 as biomarkers in patients with advanced pancreatic cancer has not yet been defined. Methods Within the phase III study AIO-PK0104 281 patients with advanced pancreatic cancer received an erlotinib-based 1st-line regimen. Archival tissue from 153 patients was available for central immunohistochemistry staining for pERK, pAKT and p53. Within a subgroup analysis, biomarker data were correlated with efficacy endpoints and skin rash using a Cox regression model. Results Fifty-five out of 153 patients were classified as pERKlow and 98 patients as pERKhigh; median overall survival (OS) was 6.2 months and 5.7 months, respectively (HR 1.29, p = 0.16). When analysing pERK as continuous variable, the pERK score was significantly associated with OS (HR 1.06, 95% CI 1.0-1.12, p = 0.05). Twenty-one of 35 patients were pAKTlow and 14/35 pAKThigh with a corresponding median OS of 6.4 months and 6.8 months, respectively (HR 1.03, p = 0.93). Four out of 50 patients had a complete loss of p53 expression, 20 patients a regular expression and 26 patients had tumors with p53 overexpression. The p53 status had no impact on OS (p = 0.91); however, a significant improvement in progression-free survival (PFS) (6.0 vs 1.8 months, HR 0.24, p = 0.02) and a higher rate of skin rash (84% vs 25%, p = 0.02) was observed for patients with a regular p53 expression compared to patients with a complete loss of p53. Conclusion pERK expression may have an impact on OS in erlotinib-treated patients with advanced pancreatic cancer; p53 should be further investigated for its potential role as a predictive marker for PFS and skin rash. Trial registration NCT00440167 (registration date: February 22, 2007). Electronic supplementary material The online version of this article (doi:10.1186/1471-2407-14-624) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Stefan Boeck
- Department of Internal Medicine III and Comprehensive Cancer Center, Klinikum Grosshadern, Ludwig-Maximilians-University of Munich, München, Germany.
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111
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The Role of Predictive Molecular Biomarkers for the Treatment of Metastatic Colorectal Cancer. CURRENT COLORECTAL CANCER REPORTS 2014. [DOI: 10.1007/s11888-014-0246-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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112
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De Stefano A, Carlomagno C. Beyond KRAS: Predictive factors of the efficacy of anti-EGFR monoclonal antibodies in the treatment of metastatic colorectal cancer. World J Gastroenterol 2014; 20:9732-43. [PMID: 25110411 PMCID: PMC4123362 DOI: 10.3748/wjg.v20.i29.9732] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2013] [Revised: 02/13/2014] [Accepted: 03/12/2014] [Indexed: 02/06/2023] Open
Abstract
Systematic analysis of the epidermal growth factor receptor (EGFR) pathway revealed that biomarkers could be used to predict the response to and outcome of anti-EGFR therapies in patients affected by metastatic colorectal cancer. We have conducted a review on the most recent findings and advances on this topic. To this aim, we searched the PubMed database for articles devoted to predictive and prognostic biomarkers for patients administered cetuximab- and panitumumab-based therapies. Here we review the state of the art and the controversies about the molecular factors known to be predictors of the efficacy of anti-EGFR therapy, namely, KRAS, BRAF, NRAS, PI3KCA and PTEN, and we discuss their prognostic value in colorectal cancer patients.
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113
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Paliogiannis P, Cossu A, Tanda F, Palmieri G, Palomba G. KRAS mutational concordance between primary and metastatic colorectal adenocarcinoma. Oncol Lett 2014; 8:1422-1426. [PMID: 25202344 PMCID: PMC4156255 DOI: 10.3892/ol.2014.2411] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Accepted: 06/15/2014] [Indexed: 02/07/2023] Open
Abstract
KRAS mutation analysis is commonly performed on tissue samples obtained from primary colorectal cancers (CRCs). The metastatic lesions of CRC are usually considered as qualitatively similar or even identical to the primary tumors. The aim of this study was to evaluate the spectrum and distribution of KRAS mutations in a large collection of CRCs, while also evaluating the concordance of primary and metastatic lesions among available paired specimens from the same patients. A total of 729 patients with histologically confirmed advanced CRC at the University Hospital and Local Health Unit (Sassari, Italy) were included. Clinical and pathological features were obtained from medical records and/or pathology reports. Formalin-fixed, paraffin-embedded tissue samples were used for mutation analysis. Genomic DNA was isolated using a standard protocol; the coding sequence and splice junctions of exons 2 and 3 in the KRAS gene were screened by direct automated sequencing. Overall, 219 (30%) KRAS mutations were found; 208 (30.1%) were identified in the 690 primary tumors and 11 (28.2%) in the 39 metastatic tissue samples. Among the 31 (4.3%) patients who had paired samples of primary CRC and synchronous or asynchronous metastases, 28 (90.3%) showed consistent mutation patterns between the primary tumors and metastatic lesions. In one case, an additive mutation (Q61L) was found in the metastatic tissue, while two other discrepant cases exhibited a different mutation distribution; Q61H in the primitive lesion and G13V in the metastatic lesion in one case, and a mutated primary tumor (Q61L) and wild-type metastasis in another case. The results of this study confirm that a high concordance exists between the results of KRAS mutation analysis performed in primitive and metastatic CRCs; independent subclones may be generated in a limited amount of patients.
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Affiliation(s)
- Panagiotis Paliogiannis
- Department of Surgical, Microsurgical and Medical Sciences, University of Sassari, Sassari I-07100, Italy
| | - Antonio Cossu
- Department of Surgical, Microsurgical and Medical Sciences, University of Sassari, Sassari I-07100, Italy
| | - Francesco Tanda
- Department of Surgical, Microsurgical and Medical Sciences, University of Sassari, Sassari I-07100, Italy
| | - Giuseppe Palmieri
- Institute of Biomolecular Chemistry, Cancer Genetics Unit, National Research Council, Sassari I-07040, Italy
| | - Grazia Palomba
- Institute of Biomolecular Chemistry, Cancer Genetics Unit, National Research Council, Sassari I-07040, Italy
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Therkildsen C, Bergmann TK, Henrichsen-Schnack T, Ladelund S, Nilbert M. The predictive value of KRAS, NRAS, BRAF, PIK3CA and PTEN for anti-EGFR treatment in metastatic colorectal cancer: A systematic review and meta-analysis. Acta Oncol 2014; 53:852-64. [PMID: 24666267 DOI: 10.3109/0284186x.2014.895036] [Citation(s) in RCA: 301] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND In metastatic colorectal cancer, mutation testing for KRAS exon 2 is widely implemented to select patients with wild-type tumors for treatment with the monocloncal anti-EGFR antibodies cetuximab and panitumumab. The added predictive value of additional biomarkers in the RAS-RAF-MAPK and PI3K-AKT-mTOR pathways in colorectal cancer is uncertain, which led us to systematically review the impact of alterations in KRAS (outside of exon 2), NRAS, BRAF, PIK3CA and PTEN in relation to the clinical benefit from anti-EGFR treatment. METHODS In total, 22 studies that include 2395 patients formed the basis for a meta-analysis on alterations in KRAS exons 3 and 4, NRAS, BRAF, and PIK3CA and PTEN and outcome of anti-EGFR treatment. Odds ratios for objective response rate (ORR) and hazard ratios (HR) for progression-free survival (PFS) and overall survival (OS) were calculated. RESULTS Mutations in KRAS exons 3 and 4, BRAF, PIK3CA and non-functional PTEN (mutations or loss of protein expression) significantly predicted poor ORR (OR = 0.26, OR = 0.29, OR = 0.39, and OR = 0.41, respectively). Significantly shorter PFS applied to mutations in KRAS exons 3 and 4 (HR = 2.19), NRAS (HR = 2.30) and BRAF (HR = 2.95) and non-functional PTEN (HR = 1.88). Significantly shorter OS applied to mutations in KRAS exons 3 and 4 (HR = 1.78), NRAS (HR = 1.85), BRAF (HR = 2.52), PIK3CA (HR = 1.43) and alterations in PTEN (HR = 2.09). CONCLUSIONS Meta-analysis suggests that mutations in KRAS exons 3 and 4, NRAS, BRAF and PIK3CA and non-functional PTEN predict resistance to anti-EGFR therapies and demonstrates that biomarker analysis beyond KRAS exon 2 should be implemented for prediction of clinical benefit from anti-EGFR antibodies in metastatic colorectal cancer.
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Affiliation(s)
- Christina Therkildsen
- Clinical Research Centre, Hvidovre University Hospital, Copenhagen University , Hvidovre , Denmark
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115
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Soeda H, Shimodaira H, Gamoh M, Ando H, Isobe H, Suto T, Takahashi S, Kakudo Y, Amagai K, Mori T, Watanabe M, Yamaguchi T, Kato S, Ishioka C. Phase II trial of cetuximab plus irinotecan for oxaliplatin- and irinotecan-based chemotherapy-refractory patients with advanced and/or metastatic colorectal cancer: evaluation of efficacy and safety based on KRAS mutation status (T-CORE0801). Oncology 2014; 87:7-20. [PMID: 24968756 DOI: 10.1159/000360989] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Accepted: 02/21/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND Mutations in the KRAS gene have been identified as negative predictors of response to anti-epidermal growth factor receptor (EGFR) monoclonal antibody therapy by patients with metastatic colorectal cancer (mCRC). However, it has been based on the study of mainly Caucasian mCRC patients. This prospective study investigated the relationship between the mutation status of EGFR-related genes including KRAS and the response rate (RR) to cetuximab plus irinotecan therapy in Japanese mCRC patients. METHODS Samples taken from 43 chemotherapy-refractory mCRC patients who had undergone cetuximab plus irinotecan therapy at 11 medical centers in Japan were subjected to direct DNA sequencing to determine the KRAS, BRAF, PIK3CA, NRAS, and AKT1 mutation status. The clinical outcome after the treatment was evaluated for each mutation status. RESULTS KRAS mutations were detected in 31.7% of 41 eligible patients. The RR to cetuximab plus irinotecan therapy was found to be 17.9 and 0% in the KRAS wild-type and mutant subgroups, respectively. CONCLUSION Despite the identification of a lower-than-expected RR to treatment by the KRAS wild-type subgroup, KRAS mutation status appears to be a useful predictive marker of response to cetuximab plus irinotecan therapy in Japanese mCRC patients.
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Affiliation(s)
- Hiroshi Soeda
- Department of Clinical Oncology, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
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Er TK, Chen CC, Bujanda L, Herreros-Villanueva M. Current approaches for predicting a lack of response to anti-EGFR therapy in KRAS wild-type patients. BIOMED RESEARCH INTERNATIONAL 2014; 2014:591867. [PMID: 25032217 PMCID: PMC4086227 DOI: 10.1155/2014/591867] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 04/23/2014] [Indexed: 02/07/2023]
Abstract
Targeting epidermal growth factor receptor (EGFR) has been one of the most effective colorectal cancer strategies. Anti-EGFR antibodies function by binding to the extracellular domain of EGFR, preventing its activation, and ultimately providing clinical benefit. KRAS mutations in codons 12 and 13 are recognized prognostic and predictive biomarkers that should be analyzed at the clinic prior to the administration of anti-EGFR therapy. However, still an important fraction of KRAS wild-type patients do not respond to the treatment. The identification of additional genetic determinants of primary or secondary resistance to EGFR targeted therapy for further improving the selection of patients is urgent. Herein, we review the latest published literature highlighting the most important genes that may predict resistance to anti-EGFR monoclonal antibodies in colorectal cancer patients. According to the available findings, the evaluation of BRAF, NRAS, PIK3CA, and PTEN status could be the right strategy to select patients who are likely to respond to anti-EGFR therapies. In the future, the combination of those biomarkers will help establish consensus that can be introduced into clinical practice.
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Affiliation(s)
- Tze-Kiong Er
- Division of Molecular Diagnostics, Department of Laboratory Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Shih-Chuan 1st Road, Kaohsiung 80708, Taiwan
- Translational Research Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Shih-Chuan 1st Road, Kaohsiung 80708, Taiwan
| | - Chih-Chieh Chen
- Center for Lipid Biosciences, Kaohsiung Medical University Hospital, 100 Shih-Chuan 1st Road, Kaohsiung 80708, Taiwan
- Biomedical Technology and Device Research Laboratories, Industrial Technology Research Institute, No. 195, Section 4, Chung-Hsing Road, Chutung, Hsinchu 31040, Taiwan
| | - Luis Bujanda
- Department of Gastroenterology, Donostia Hospital, Biodonostia Institute, Center for Biomedical Research in Network for Hepatic and Digestives Diseases (CIBERehd), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), University of Basque Country, 20014 San Sebastian, Spain
| | - Marta Herreros-Villanueva
- Department of Gastroenterology, Donostia Hospital, Biodonostia Institute, Center for Biomedical Research in Network for Hepatic and Digestives Diseases (CIBERehd), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), University of Basque Country, 20014 San Sebastian, Spain
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117
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Anti-EGFR MoAb treatment in colorectal cancer: limitations, controversies, and contradictories. Cancer Chemother Pharmacol 2014; 74:1-13. [PMID: 24916545 DOI: 10.1007/s00280-014-2489-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 05/13/2014] [Indexed: 10/25/2022]
Abstract
Anti-epidermal growth-factor receptor (EGFR) monoclonal antibody (MoAb) treatment for chemotherapy refractory or metastatic colorectal cancer has obtained great achievement. However, not every colorectal patient responds to such molecular-targeted agent well. Biomarkers associated with anti-EGFR resistance are not limited to KRAS mutation up to now. It was recently reported that cross-talking molecular effectors interacted with EGFR-related pathway were also negative predictor for anti-EGFR treatment. However, the limited data, controversial results, and contradictories between in vitro and clinical studies restrict the clinical application of these new biomarkers. Although the current theory of tumor microenvironment supported the application of multi-target treatment, the results from the clinical studies were less than expected. Moreover, WHO or RECIST guideline for response assessment in anti-EGFR MoAb treatment was also queried by recent AIO KRK-0306 trial. This review focuses on these controversies, contradictories, and limitations, in order to uncover the unmet needs in current status of anti-EGFR MoAb treatment in colorectal cancer.
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118
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Ciombor KK, Goldberg RM. Current evidence and controversies in the incorporation of biologics for metastatic colorectal cancer. Hepat Oncol 2014; 1:331-345. [PMID: 30190967 PMCID: PMC6095158 DOI: 10.2217/hep.14.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
With the advent of new drugs and therapeutic combinations for metastatic colorectal cancer, the prognosis for this often incurable disease is improving. In addition to traditional cytotoxic chemotherapeutics, targeted biologic therapies, such as cetuximab, panitumumab, bevacizumab, aflibercept and regorafenib, are significantly impacting the treatment of this disease. Recent investigations have focused on determination of the optimal usage of these biologic therapies, but many controversies still exist. Specifically, emerging data regarding appropriate combinations of cytotoxics and biologics in each metastatic colorectal cancer treatment setting, the superiority of particular biologics as single agents or in combination with chemotherapy, dual biologic therapy, use of biologics for conversion or maintenance therapies, and predictive biomarker discovery for biologics are addressed in this article, as these issues are rapidly changing our approach to the treatment of the patient with metastatic colorectal cancer.
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Affiliation(s)
- Kristen K Ciombor
- Division of Medical Oncology, Department of Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210-1280, USA
- The Ohio State University Comprehensive Cancer Center-James Cancer Hospital and Solove Research Institute, Columbus, OH 43210, USA
| | - Richard M Goldberg
- Division of Medical Oncology, Department of Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210-1280, USA
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da Costa AABA, D'Almeida Costa F, Ribeiro AR, Guimarães AP, Chinen LT, Lopes CAP, de Lima VCC. Low PTEN expression is associated with worse overall survival in head and neck squamous cell carcinoma patients treated with chemotherapy and cetuximab. Int J Clin Oncol 2014; 20:282-9. [PMID: 24858479 DOI: 10.1007/s10147-014-0707-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2014] [Accepted: 05/02/2014] [Indexed: 01/21/2023]
Abstract
BACKGROUND Platinum-based chemotherapy associated with cetuximab is the first-line treatment for inoperable recurrence or metastatic head and neck squamous cell carcinoma (HNSCC). There is no established biomarker for cetuximab efficacy in HNSCC. The PI3K pathway is one of the most frequently altered pathways in HNSCC. Loss of phosphatase and tensin homolog (PTEN) expression occurs in up to 30 % of cases. METHODS This was a retrospective analysis of data from 61 patients with inoperable recurrence or metastatic HNSCC treated with cetuximab. PTEN, epidermal growth factor receptor and p16 expression were analyzed by immunohistochemistry and tested for association with clinical outcomes. RESULTS Median overall survival was 11.4 months and progression-free survival was 6.9 months. Low PTEN expression was present in 26.2 % of patients and identified patients with worse prognosis. p16 was positive in only 8.5 % of tumors. CONCLUSIONS Low PTEN expression in patients treated with cetuximab plus chemotherapy emerged as a prognostic biomarker and should be evaluated for its predictive role for cetuximab efficacy.
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Affiliation(s)
- Alexandre A B A da Costa
- Medical Oncology Department, Fundação Antonio Prudente, AC Camargo Cancer Center, 211 Professor Antonio Prudente Street, Liberdade, São Paulo, SP, 01509-900, Brazil,
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120
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Kishiki T, Ohnishi H, Masaki T, Ohtsuka K, Ohkura Y, Furuse J, Sugiyama M, Watanabe T. Impact of genetic profiles on the efficacy of anti-EGFR antibodies in metastatic colorectal cancer with KRAS mutation. Oncol Rep 2014; 32:57-64. [PMID: 24839940 DOI: 10.3892/or.2014.3179] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 03/11/2014] [Indexed: 11/06/2022] Open
Abstract
Reports indicate that, even in KRAS-mutated colon cancer, there are subsets of patients who benefit from anti-EGFR monoclonal antibody (MoAb) treatment. The aim of the present study was to identify genetic profiles that contribute to the responsiveness of metastatic colorectal cancer (mCRC) to anti-EGFR MoAb. We retrospectively evaluated the efficacy of anti-EGFR MoAb in mCRC patients with KRAS mutations according to KRAS mutational subtypes, BRAF and PIK3CA mutational status and PTEN and MET expression. Among 21 patients with KRAS-mutant tumors, 8 (38%) harbored p.G13D, 7 (33%) harbored p.G12V, 5 (24%) harbored p.G12D, and 1 (5%) harbored p.G12C mutation. Patients with the p.G13D mutation exhibited a significantly higher disease control rate than patients with other KRAS mutations (P=0.042), and tended to show a longer progression-free survival (PFS) than patients with other KRAS mutations with marginal significance (P=0.074). Patients with loss of PTEN had significantly shorter PFS than those with normal PTEN expression in patients with KRAS mutations (P=0.044). MET overexpression was significantly associated with shorter PFS compared to normal MET expression in patients with KRAS mutations (P=0.016). Our data demonstrated the potential utility of alterations in PTEN and MET expression as predictive markers for response to anti-EGFR MoAbs in mCRC patients with KRAS mutations. In addition, we confirmed the predictive value of the KRAS p.G13D mutation for better response to anti-EGFR therapies in comparison with other KRAS mutations.
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Affiliation(s)
- Tomokazu Kishiki
- Department of Surgery, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Hiroaki Ohnishi
- Department of Laboratory Medicine, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Tadahiko Masaki
- Department of Surgery, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Kouki Ohtsuka
- Department of Laboratory Medicine, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Yasuo Ohkura
- Department of Pathology, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Jyunji Furuse
- Department of Medical Oncology, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Masanori Sugiyama
- Department of Surgery, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
| | - Takashi Watanabe
- Department of Laboratory Medicine, Kyorin University School of Medicine, Mitaka, Tokyo 181-8611, Japan
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121
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Leto SM, Trusolino L. Primary and acquired resistance to EGFR-targeted therapies in colorectal cancer: impact on future treatment strategies. J Mol Med (Berl) 2014; 92:709-22. [PMID: 24811491 PMCID: PMC4055851 DOI: 10.1007/s00109-014-1161-2] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Revised: 04/28/2014] [Accepted: 04/29/2014] [Indexed: 12/23/2022]
Abstract
Only approximately 10 % of genetically unselected patients with chemorefractory metastatic colorectal cancer experience tumor regression when treated with the anti-epidermal growth factor receptor (EGFR) antibodies cetuximab or panitumumab (“primary” or “de novo” resistance). Moreover, nearly all patients whose tumors initially respond inevitably become refractory (“secondary” or “acquired” resistance). An ever-increasing number of predictors of both primary and acquired resistance to anti-EGFR antibodies have been described, and it is now evident that most of the underlying mechanisms significantly overlap. By trying to extrapolate a unifying perspective out of many idiosyncratic details, here, we discuss the molecular underpinnings of therapeutic resistance, summarize research efforts aimed to improve patient selection, and present alternative therapeutic strategies that are now under development to increase response and combat relapse.
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Affiliation(s)
- Simonetta M Leto
- Department of Oncology, University of Torino Medical School, 10060, Candiolo, Torino, Italy
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122
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Manceau G, Imbeaud S, Thiébaut R, Liébaert F, Fontaine K, Rousseau F, Génin B, Le Corre D, Didelot A, Vincent M, Bachet JB, Chibaudel B, Bouché O, Landi B, Bibeau F, Leroy K, Penault-Llorca F, Van Laethem JL, Demetter P, Tejpar S, Rossi S, Mosakhani N, Osterlund P, Ristamäki R, Sarhadi V, Knuutila S, Boige V, André T, Laurent-Puig P. Hsa-miR-31-3p expression is linked to progression-free survival in patients with KRAS wild-type metastatic colorectal cancer treated with anti-EGFR therapy. Clin Cancer Res 2014; 20:3338-47. [PMID: 24771647 DOI: 10.1158/1078-0432.ccr-13-2750] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE To identify microRNAs (miRNA) that predict response to anti-EGFR antibodies in patients with wild-type KRAS metastatic colorectal cancer (mCRC). EXPERIMENTAL DESIGN miRNA profiling was performed in a training set of 87 patients with mCRC refractory to chemotherapy treated with anti-EGFR antibodies. This included 33 fresh-frozen (FF) and 35 formalin-fixed paraffin-embedded (FFPE) samples retrospectively collected and 19 prospectively collected FF samples. An independent validation cohort consisting of 19 FF and 26 FFPE prospectively collected samples from patients with mCRC treated with anti-EGFR antibodies was used to confirm our findings. RESULTS After screening the expression of 1,145 miRNAs in FF samples from the training set, we identified that hsa-miR-31-3p expression level was significantly associated with progression-free survival (PFS). Statistical models based on miRNA expression discriminated between high and low risk of progression for both FF and FFPE samples. These models were confirmed in the validation cohort for both FF [HR, 4.1; 95% confidence interval (CI), 1.1-15.3; P < 0.04] and FFPE samples (HR, 2.44; 95% CI, 1.1-5.4; P = 0.028). The percentage of variation of RECIST criteria in the validation series was significantly associated with the expression level of hsa-miR-31-3p (r(2) = 0.49; P = 0.0035) and risk status determined by hsa-miR-31-3p expression level (P = 0.02, Kruskal-Wallis rank test). Nomograms were built and validated to predict PFS-depending on hsa-miR-31-3p expression level. Following in vitro studies, we identified 47 genes regulated by hsa-miR-31-3p. CONCLUSION Hsa-miR-31-3p seems to be a new mCRC biomarker whose expression level allows for the identification of patients with wild-type KRAS mCRC who are more likely to respond to anti-EGFR therapy.
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Affiliation(s)
- Gilles Manceau
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, FinlandAuthors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpit
| | - Sandrine Imbeaud
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Raphaële Thiébaut
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - François Liébaert
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Karine Fontaine
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Francis Rousseau
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Bérengère Génin
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Delphine Le Corre
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Audrey Didelot
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Marc Vincent
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Jean-Baptiste Bachet
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Benoist Chibaudel
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Olivier Bouché
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Bruno Landi
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Frédéric Bibeau
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Karen Leroy
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Frédérique Penault-Llorca
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Jean-Luc Van Laethem
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Pieter Demetter
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Sabine Tejpar
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Simona Rossi
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Neda Mosakhani
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Pia Osterlund
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Raija Ristamäki
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Virinder Sarhadi
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Sakari Knuutila
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, FinlandAuthors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpit
| | - Valérie Boige
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, FinlandAuthors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpit
| | - Thierry André
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Pierre Laurent-Puig
- Authors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, service d'Hépato-Gastro-Entérologie et d'Oncologie Digestive; Université Paris-Est Créteil; Assistance Publique-Hôpitaux de Paris, Hôpital Henri Mondor, Créteil; Department of Medicine, Institut Gustave Roussy, Villejuif; and Department of Biology, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou, Paris; Université de Reims Champagne-Ardenne; Centre Hospitalier Universitaire de Reims, Reims; Service d'Anatomo-Pathologie, Centre Val d'Aurelle Paul-Lamarque, Montpellier; Université Clermont-Ferrand, Centre Jean Perrin, Clermont-Ferrand, France; Department of Gastroenterology, GI Cancer Unit; Department of Pathological Anatomy, Erasme University Hospital, Brussels; Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland; Haartman Institute, University of Helsinki; Department of Oncology, Helsinki University Central Hospital and Helsinki University; HUSLAB, Department of Pathology and Genetic Laboratory, Helsinki; and Department of Oncology and Radiotherapy, Turku University Hospital, Turku, FinlandAuthors' Affiliations: Université Paris Sorbonne Cité; INSERM UMR-S775 Bases Moléculaires de la réponse aux xénobiotiques; INSERM UMR-S674 Genomique Fonctionnelle des Tumeurs; Integragen S.A., Evry; Université Pierre et Marie Curie; Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpétrière; Université Pierre et Marie Curie; Assistance Publique-Hôpit
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Luo HY, Xu RH. Predictive and prognostic biomarkers with therapeutic targets in advanced colorectal cancer. World J Gastroenterol 2014; 20:3858-3874. [PMID: 24744578 PMCID: PMC3983442 DOI: 10.3748/wjg.v20.i14.3858] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2013] [Revised: 11/11/2013] [Accepted: 01/20/2014] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common human malignant diseases and the second leading cause of cancer-related deaths worldwide. The treatment of advanced CRC has improved significantly in recent years. With the emergence of two targeted antibodies, cetuximab (Erbitux), an anti-epidermal growth factor receptor monoclonal antibody and bevacizumab (Avastin), a vascular endothelial growth factor monoclonal antibody, the treatment of metastatic CRC has entered the era of personalized therapy. Predictive and prognostic biomarkers have, and will continue to, facilitate the selection of suitable patients and the personalization of treatment for metastatic CRC (mCRC). In this review, we will focus primarily on the important progresses made in the personalized treatment of mCRC and discuss the potentially novel predictive and prognostic biomarkers for improved selection of patients for anti-cancer treatment in the future.
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Hansen TF, Andersen RF, Pallisgaard N, Spindler KLG, Pløen J, Keldsen N, Lindebjerg J, Sørensen FB, Jakobsen A. A 3-weekly schedule of irinotecan and panitumumab for wild-type KRAS metastatic colorectal cancer. COLORECTAL CANCER 2014. [DOI: 10.2217/crc.13.85] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
SUMMARY Aim: We investigated the combination of irinotecan and panitumumab as a 3-weekly schedule in patients with wild-type KRAS metastatic colorectal cancer, who had progressed after standard chemotherapy. Material & methods: Patients received concomitant irinotecan (350 mg/m2) and panitumumab (9 mg/kg) once every 3 weeks. The primary end point was response rate. Secondary end points included progression-free survival (PFS), overall survival (OS) and translational research. Results: Inclusion was stopped early owing to lack of efficacy (n = 31). The response rate was 16%, median PFS and OS was 2.0 months (95% CI: 1.9–4.0) and 7.8 months (95% CI: 4.6–8.8), respectively. The most commonly encountered adverse event was skin rash (84% any grade). Pretreatment cell-free DNA levels were significantly related to disease control (p = 0.04), PFS (p = 0.04) and OS (p = 0.002), respectively. Conclusion: The present treatment regimen was less effective than expected and is not recommended. The clinical importance of cell-free DNA deserves further research.
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Affiliation(s)
- Torben Frøstrup Hansen
- Department of Oncology, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | | | - Niels Pallisgaard
- Department of Biochemistry, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
| | - Karen-Lise Garm Spindler
- Department of Oncology, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - John Pløen
- Department of Oncology, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
| | - Nina Keldsen
- Department of Oncology, Herning Hospital, Herning, Denmark
| | - Jan Lindebjerg
- Department of Clinical Pathology, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
| | - Flemming Brandt Sørensen
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Department of Clinical Pathology, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
| | - Anders Jakobsen
- Department of Oncology, Vejle Hospital part of Lillebaelt Hospital, Vejle, Denmark
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
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Mohan S, Heitzer E, Ulz P, Lafer I, Lax S, Auer M, Pichler M, Gerger A, Eisner F, Hoefler G, Bauernhofer T, Geigl JB, Speicher MR. Changes in colorectal carcinoma genomes under anti-EGFR therapy identified by whole-genome plasma DNA sequencing. PLoS Genet 2014; 10:e1004271. [PMID: 24676216 PMCID: PMC3967949 DOI: 10.1371/journal.pgen.1004271] [Citation(s) in RCA: 140] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Accepted: 02/13/2014] [Indexed: 12/15/2022] Open
Abstract
Monoclonal antibodies targeting the Epidermal Growth Factor Receptor (EGFR), such as cetuximab and panitumumab, have evolved to important therapeutic options in metastatic colorectal cancer (CRC). However, almost all patients with clinical response to anti-EGFR therapies show disease progression within a few months and little is known about mechanism and timing of resistance evolution. Here we analyzed plasma DNA from ten patients treated with anti-EGFR therapy by whole genome sequencing (plasma-Seq) and ultra-sensitive deep sequencing of genes associated with resistance to anti-EGFR treatment such as KRAS, BRAF, PIK3CA, and EGFR. Surprisingly, we observed that the development of resistance to anti-EGFR therapies was associated with acquired gains of KRAS in four patients (40%), which occurred either as novel focal amplifications (n = 3) or as high level polysomy of 12p (n = 1). In addition, we observed focal amplifications of other genes recently shown to be involved in acquired resistance to anti-EGFR therapies, such as MET (n = 2) and ERBB2 (n = 1). Overrepresentation of the EGFR gene was associated with a good initial anti-EGFR efficacy. Overall, we identified predictive biomarkers associated with anti-EGFR efficacy in seven patients (70%), which correlated well with treatment response. In contrast, ultra-sensitive deep sequencing of KRAS, BRAF, PIK3CA, and EGFR did not reveal the occurrence of novel, acquired mutations. Thus, plasma-Seq enables the identification of novel mutant clones and may therefore facilitate early adjustments of therapies that may delay or prevent disease progression. Targeted therapies based on characteristics of the tumor genome are increasingly being offered to patients with cancer. For example, colorectal carcinomas that are wild type for KRAS are frequently treated with monoclonal antibodies targeting the Epidermal Growth Factor Receptor (EGFR). However, almost all patients with clinical response to anti-EGFR therapies develop resistance and underlying mechanisms are poorly understood. Because of the instability of tumor genomes the status of predictive biomarkers, such as the KRAS gene, can change during the course of disease. So-called “liquid biopsies”, e.g. analyses of circulating tumor DNA, provide genetic follow-up data non-invasively from peripheral blood. When using whole genome sequencing of plasma DNA (plasma-Seq) we observed that specific copy number changes of genes, such as KRAS, MET, or ERBB2, can be acquired under therapy and determine responsiveness to therapy. In fact, our data suggest that non-invasive genome profiling is capable of predicting responsiveness or emerging resistance to anti-EGFR therapy in the majority of cases. Hence, non-invasive testing of the current status of the tumor genome can help reduce of harm from erroneous therapeutic decisions and optimize treatment for maximal efficacy and minimal side effects, which is important for decreasing metastasized CRC-related morbidity and mortality.
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Affiliation(s)
- Sumitra Mohan
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
| | - Ellen Heitzer
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
| | - Peter Ulz
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
| | - Ingrid Lafer
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
| | - Sigurd Lax
- Department of Pathology, General Hospital Graz West, Graz, Austria
| | - Martina Auer
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
| | - Martin Pichler
- Division of Oncology, Medical University of Graz, Graz, Austria
| | - Armin Gerger
- Division of Oncology, Medical University of Graz, Graz, Austria
| | - Florian Eisner
- Division of Oncology, Medical University of Graz, Graz, Austria
| | - Gerald Hoefler
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | | | - Jochen B. Geigl
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
- * E-mail: (JBG); (MRS)
| | - Michael R. Speicher
- Institute of Human Genetics, Medical University of Graz, Graz, Austria
- * E-mail: (JBG); (MRS)
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Hocking C, Hardingham JE, Broadbridge V, Wrin J, Townsend AR, Tebbutt N, Cooper J, Ruszkiewicz A, Lee C, Price TJ. Can we accurately report PTEN status in advanced colorectal cancer? BMC Cancer 2014; 14:128. [PMID: 24564252 PMCID: PMC3941793 DOI: 10.1186/1471-2407-14-128] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Accepted: 02/19/2014] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Loss of phosphatase and tensin homologue (PTEN) function evaluated by loss of PTEN protein expression on immunohistochemistry (IHC) has been reported as both prognostic in metastatic colorectal cancer and predictive of response to anti-EGFR monoclonal antibodies although results remain uncertain. Difficulties in the methodological assessment of PTEN are likely to be a major contributor to recent conflicting results. METHODS We assessed loss of PTEN function in 51 colorectal cancer specimens using Taqman® copy number variation (CNV) and IHC. Two blinded pathologists performed independent IHC assessment on each specimen and inter-observer variability of IHC assessment and concordance of IHC versus Taqman® CNV was assessed. RESULTS Concordance between pathologists (PTEN loss vs no loss) on IHC assessment was 37/51 (73%). In specimens with concordant IHC assessment, concordance between IHC and Taqman® copy number in PTEN loss assessment was 25/37 (68%). CONCLUSION Assessment PTEN loss in colorectal cancer is limited by the inter-observer variability of IHC, and discordance of CNV with loss of protein expression. An understanding of the genetic mechanisms of PTEN loss and implementation of improved and standardized methodologies of PTEN assessment are required to clarify the role of PTEN as a biomarker in colorectal cancer.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Timothy J Price
- The Queen Elizabeth Hospital, TQEH Woodville Road, Woodville South, SA 5011, Australia.
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Kishiki T, Ohnishi H, Masaki T, Ohtsuka K, Ohkura Y, Furuse J, Watanabe T, Sugiyama M. Overexpression of MET is a new predictive marker for anti-EGFR therapy in metastatic colorectal cancer with wild-type KRAS. Cancer Chemother Pharmacol 2014; 73:749-57. [PMID: 24500024 PMCID: PMC3965831 DOI: 10.1007/s00280-014-2401-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Accepted: 01/06/2014] [Indexed: 12/14/2022]
Abstract
Purpose Since the KRAS mutation is not responsible for all metastatic colorectal cancer (mCRC) patients with resistance to anti-epidermal growth factor receptor (EGFR) monoclonal antibody (MoAb) therapy, new predictive and prognostic factors are actively being sought.
Methods We retrospectively evaluated the efficacy of anti-EGFR MoAb-based therapies in 91 patients with mCRC according to KRAS, BRAF, and PIK3CA mutational status as well as PTEN and MET expression. Results In the patient group with wild-type KRAS, the presence of BRAF mutation or PIK3CA mutations was associated with lower disease control rate (DCR), shorter progression-free survival (PFS), and shorter overall survival. Patients with MET overexpression also showed lower DCR and shorter PFS when compared with patients with normal MET expression. In a separate analysis, 44 patients harboring wild-type KRAS tumors were sorted into subgroups of 25 patients without abnormality in three molecules (BRAF, PIK3CA and MET) and 19 patients with abnormality in at least one of these three molecules. The former group showed significantly higher DCR and longer PFS following anti-EGFR therapy than the latter group. Conclusions Our data point to the usefulness of MET overexpression, in addition to BRAF and PIK3CA mutations, as a new predictive marker for responsiveness to anti-EGFR MoAbs in mCRC patients with wild-type KRAS. This study also suggests that application of multiple biomarkers is more effective than the use of a single marker in selecting patients who might benefit from anti-EGFR therapy. Electronic supplementary material The online version of this article (doi:10.1007/s00280-014-2401-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tomokazu Kishiki
- Department of Surgery, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka, Tokyo, 181-8611, Japan,
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Sotelo Lezama MJ, Sastre Valera J, Díaz-Rubio García E. Impact of cetuximab in current treatment of metastatic colorectal cancer. Expert Opin Biol Ther 2014; 14:387-99. [PMID: 24479733 DOI: 10.1517/14712598.2014.883376] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Cetuximab is a chimeric monoclonal antibody targeting the EGFR, which has proven effective in patients with metastatic colorectal cancer (mCRC), wild-type Kirsten rat sarcoma viral oncogene homolog (KRAS). AREAS COVERED The aim of this manuscript is to discuss the current impact of cetuximab in the most important scenarios of mCRC. We review the currently available data regarding the role of other biomarkers, such as the mutational status of neuroblastoma RAS viral (v-ras) oncogene homolog in identifying patients who could benefit most from anti-EGFR. In addition, a review is included of the most relevant clinical trials that have assessed the effectiveness of cetuximab in the management of patients with potentially resectable metastatic disease and in the first-line treatment of wild-type KRAS mCRC, as well as the impact of this anti-EGFR agent on patient quality of life. EXPERT OPINION Cetuximab has had a progressive clinical development from the earliest to the later stages of the evolution of mCRC and has been consolidated as a therapeutic option for all scenarios of unresectable disease. Patient selection by analysis of KRAS mutations has been a fundamental event to increase efficiency, being a dynamic process that continues in assessment. There are few comparative data with other biological agents in combination with chemotherapy, although data from a recent study are promising.
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Li HM, Yu YH. Key molecules in targeted therapies for metastatic colorectal cancer. Shijie Huaren Xiaohua Zazhi 2014; 22:350-358. [DOI: 10.11569/wcjd.v22.i3.350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
HColorectal cancer (CRC) is one of the most common malignant tumors, and the survival rate of metastatic CRC (mCRC) decreased obviously compared with non-metastatic CRC. In recent years, the application of molecular targeted drugs, such as cetuximab and bevacizumab, has significantly improved the survival of mCRC patients. However, the precise role of the molecular targets in colorectal cancer, as well as the dependence of tumor growth on these molecules are not fully understood. Therefore, patient selection and prediction of treatment effects remain problematic. In this paper, we will review the biological characteristics of key molecules in targeted therapies for mCRC, such as vascular endothelial growth factor receptor (VEGFR), KRAS, BRAF and phosphatidylinositol 3 kinase (PI3K), the correlation between their mutational status and treatment, and the potential predictive/prognostic biomarkers.
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Molinari F, Frattini M. Functions and Regulation of the PTEN Gene in Colorectal Cancer. Front Oncol 2014; 3:326. [PMID: 24475377 PMCID: PMC3893597 DOI: 10.3389/fonc.2013.00326] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Accepted: 12/20/2013] [Indexed: 12/20/2022] Open
Abstract
Phosphatase and TENsin homolog deleted on chromosome 10 (PTEN) is a tumor suppressor gene located at chromosome 10q23.31, encoding for a 403-amino acid protein that possesses both lipid and protein phosphatase activities. The main function of PTEN is to block the PI3K pathway by dephosphorylating phosphatidylinositol (PI) 3,4,5-triphosphate to PI-4,5-bisphosphate thus counteracting PI3K function. PTEN inactivation is a frequent event in many cancer types and can occur through various genetic alterations including point mutations, large chromosomal deletions, and epigenetic mechanisms. In colorectal cancer (CRC) PTEN is altered through mixed genetic/epigenetic mechanisms (typically: mutations and promoter hypermethylation or 10q23 LOH and promoter hypermethylation), which lead to the biallelic inactivation of the protein in 20–30% of cases. The role of PTEN as a prognostic and predictive factor in CRC has been addressed by relatively few works. This review is focused on the report and on the discussion of the studies investigating these aspects. Overall, at the moment, there are conflicting results and, therefore it has not been clarified whether PTEN might play a prognostic role in CRC. The same is valid also for the predictive role, leading to the fact that PTEN evaluation cannot be used in routinely diagnosis for the early identification of patients who might be addressed to the treatment with EGFR-targeted therapies, at odds with other genetic alterations belonging to EGFR-downstream pathways. The reason of discordant results may be attributable to several issues: (1) the size of the analyzed cohort, (2) patients inclusion criteria, (3) the methods of assessing PTEN alteration. In particular, there are no standardized methods to evaluate this marker, especially for immunohistochemistry, a technique suffering of intra and inter-observer variability due to the semi-quantitative character of such an analysis. In conclusion, much work, especially in large and homogeneous cohorts of cases from different laboratories, has to be done before the establishment of PTEN as prognostic or predictive marker in CRC.
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Affiliation(s)
- Francesca Molinari
- Laboratory of Molecular Pathology, Institute of Pathology , Locarno , Switzerland
| | - Milo Frattini
- Laboratory of Molecular Pathology, Institute of Pathology , Locarno , Switzerland
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Barugel ME, Vargas C, Krygier Waltier G. Metastatic colorectal cancer: recent advances in its clinical management. Expert Rev Anticancer Ther 2014; 9:1829-47. [DOI: 10.1586/era.09.143] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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133
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Sorafenib and irinotecan (NEXIRI) as second- or later-line treatment for patients with metastatic colorectal cancer and KRAS-mutated tumours: a multicentre Phase I/II trial. Br J Cancer 2014; 110:1148-54. [PMID: 24407191 PMCID: PMC3950852 DOI: 10.1038/bjc.2013.813] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 10/21/2013] [Accepted: 12/10/2013] [Indexed: 12/28/2022] Open
Abstract
Background: This trial evaluated the feasibility and efficacy of combined sorafenib and irinotecan (NEXIRI) as second- or later-line treatment of patients with KRAS-mutated metastatic colorectal cancer (mCRC), who had progressed after irinotecan-based chemotherapy. Methods: In Phase I, in a 3+3 dose escalation schedule, patients received irinotecan (125, 150 or 180 mg m−2 every 2 weeks), in combination with 400 mg sorafenib b.d. The primary end point was the maximum-tolerated dose of irinotecan. In Phase II, the primary end point was disease control rate (DCR). Secondary end points were progression-free survival (PFS), overall survival (OS) and toxicity. Results: Phase I included 10 patients (median age 63 (49–73)); no dose-limiting toxicity was seen. In Phase II, 54 patients (median age 60 (43–80) years) received irinotecan 180 mg m−2 every 2 weeks with sorafenib 400 mg b.d. Nine patients (17%) remained on full-dose sorafenib. The DCR was 64.9% (95% CI, 51–77). Median PFS and OS were 3.7 (95% CI, 3.2–4.7) and 8.0 (95% CI, 4.8–9.7) months, respectively. Toxicities included Grade 3 diarrhoea (37%), neutropenia (18%), hand-foot syndrome (13%) and Grade 4 neutropenia (17%). Conclusion: The NEXIRI regimen showed promising activity as second- or later-line treatment in this heavily pretreated mCRC population (ClinicalTrials.gov NCT00989469).
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134
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Dillon LM, Miller TW. Therapeutic targeting of cancers with loss of PTEN function. Curr Drug Targets 2014; 15:65-79. [PMID: 24387334 PMCID: PMC4310752 DOI: 10.2174/1389450114666140106100909] [Citation(s) in RCA: 180] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Revised: 09/30/2013] [Accepted: 11/02/2013] [Indexed: 02/08/2023]
Abstract
Phosphatase and tensin homologue deleted on chromosome 10 (PTEN) is one of the most frequently disrupted tumor suppressors in cancer. The lipid phosphatase activity of PTEN antagonizes the phosphatidylinositol 3-kinase (PI3K)/AKT/mTOR pathway to repress tumor cell growth and survival. In the nucleus, PTEN promotes chromosome stability and DNA repair. Consequently, loss of PTEN function increases genomic instability. PTEN deficiency is caused by inherited germline mutations, somatic mutations, epigenetic and transcriptional silencing, post-translational modifications, and protein-protein interactions. Given the high frequency of PTEN deficiency across cancer subtypes, therapeutic approaches that exploit PTEN loss-of-function could provide effective treatment strategies. Herein, we discuss therapeutic strategies aimed at cancers with loss of PTEN function, and the challenges involved in treating patients afflicted with such cancers. We review preclinical and clinical findings, and highlight novel strategies under development to target PTENdeficient cancers.
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Affiliation(s)
| | - Todd W Miller
- Dartmouth-Hitchcock Medical Center, One Medical Center Dr. HB-7936, Lebanon, NH 03756, USA.
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135
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Lahiff C, Schilling C, Cathcart MC, Mulligan N, Doran P, Muldoon C, Murray D, Pidgeon GP, Reynolds JV, MacMathuna P. Prognostic significance of neuroepithelial transforming gene 1 in adenocarcinoma of the oesophagogastric junction. Br J Surg 2013; 101:55-62. [DOI: 10.1002/bjs.9373] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2013] [Indexed: 01/24/2023]
Abstract
Abstract
Background
Neuroepithelial transforming gene 1 (NET1) mediates tumour invasion and metastasis in a number of cancers, including gastric adenocarcinoma. It is an indicator of poor prognosis in breast cancer and glioma. This study examined NET1 expression and its prognostic significance in patients with adenocarcinoma of the oesophagogastric junction (AOG).
Methods
NET1 expression was measured by immunohistochemistry in a tissue microarray, constructed from biobanked tissue collected over a 10-year interval, and linked to a prospectively maintained clinical database.
Results
Using the Siewert classification for AOG, type I tumours expressed significantly higher levels of NET1, with lowest expression in type III and intermediate levels in type II (P = 0·001). In patients with AOG type III, NET1-positive patients were more likely to be female (P = 0·043), have advanced stage cancer (P = 0.035), had a higher number of transmural cancers (P = 0·006) and had a significantly higher median number of positive lymph nodes (P = 0·029). In this subgroup, NET1-positive patients had worse median overall (15 versus 23 months; P = 0·025) and disease-free (11 versus 36 per cent; P = 0·025) survival compared with NET1-negative patients.
Conclusion
Although existing data show differences in clinical and prognostic indices across AOG subtypes, there are no studies showing differences in tumour biology. These data suggest NET1, a known mediator of an aggressive tumour phenotype in a number of gastrointestinal cancers, is expressed differentially across AOG subtypes and may be of prognostic significance in the clinical management of this condition.
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Affiliation(s)
- C Lahiff
- Gastrointestinal Unit, Mater Misericordiae Hospital, Dublin, Ireland
| | - C Schilling
- Department of Pathology, Mater Misericordiae Hospital, Dublin, Ireland
| | - M-C Cathcart
- Department of Surgery, St James's Hospital and Trinity College, Dublin, Ireland
| | - N Mulligan
- Department of Pathology, Mater Misericordiae Hospital, Dublin, Ireland
| | - P Doran
- University College Dublin School of Medicine and Medical Science, Dublin, Ireland
| | - C Muldoon
- Department of Pathology, St James's Hospital and Trinity College, Dublin, Ireland
| | - D Murray
- University College Dublin School of Medicine and Medical Science, Dublin, Ireland
| | - G P Pidgeon
- Department of Surgery, St James's Hospital and Trinity College, Dublin, Ireland
| | - J V Reynolds
- Department of Surgery, St James's Hospital and Trinity College, Dublin, Ireland
| | - P MacMathuna
- Gastrointestinal Unit, Mater Misericordiae Hospital, Dublin, Ireland
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136
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Aprile G, Lutrino SE, Ferrari L, Casagrande M, Bonotto M, Ongaro E, Puglisi F. Evidence-based appraisal of the upfront treatment for unresectable metastatic colorectal cancer patients. World J Gastroenterol 2013; 19:8474-88. [PMID: 24379565 PMCID: PMC3870493 DOI: 10.3748/wjg.v19.i46.8474] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2013] [Revised: 11/13/2013] [Accepted: 12/03/2013] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is a significant health problem, with around 1 million new cases and 500000 deaths every year worldwide. Over the last two decades, the use of novel therapies and more complex treatment strategies have contributed to progressively increase the median survival of patients with unresectable advanced CRC up to approximately 30 mo. The availability of additional therapeutic options, however, has created new challenges and generated more complicated treatment algorithms. Moreover, several clinically important points are still in debate in first-line, such as the optimal treatment intensity, the most appropriate maintenance strategy, the preferred biologic to be used upfront in patients with KRAS wild-type CRC, and the need for more detailed information on tumor biology. In this moving landscape, this review analyses why the first-line treatment decision is crucial and how the choice may impact on further treatment lines. In addition, it focuses on results of major phase III randomized trials.
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137
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Gao D, Li S. Biological resonance for cancer metastasis, a new hypothesis based on comparisons between primary cancers and metastases. CANCER MICROENVIRONMENT : OFFICIAL JOURNAL OF THE INTERNATIONAL CANCER MICROENVIRONMENT SOCIETY 2013; 6:213-30. [PMID: 24214411 PMCID: PMC3855372 DOI: 10.1007/s12307-013-0138-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Accepted: 10/22/2013] [Indexed: 12/11/2022]
Abstract
Many hypotheses have been proposed to try to explain cancer metastasis. However, they seem to be contradictory and have some limitations. Comparisons of primary tumors and matched metastases provide new insight into metastasis. The results show high concordances and minor differences at multiple scales from organic level to molecular level. The concordances reflect the commonality between primary cancer and metastasis, and also mean that metastatic cancer cells derived from primary cancer are quite conservative in distant sites. The differences reflect variation that cancer cells must acquire new traits to adapt to foreign milieu during the course of evolving into a new tumor in second organs. These comparisons also provided new information on understanding mechanism of vascular metastasis, organ-specific metastasis, and tumor dormancy. The collective results suggest a new hypothesis, biological resonance (bio-resonance) model. The hypothesis has two aspects. One is that primary cancer and matched metastasis have a common progenitor. The other is that both ancestors of primary cancer cells and metastatic cancer cells are under similar microenvironments and receive similar or same signals. When their interactions reach a status similar to primary cancer, metastasis will occur. Compared with previous hypotheses, the bio-resonance hypothesis seems to be more applicable for cancer metastasis to explain how, when and where metastasis occurs. Thus, it has important implications for individual prediction, prevention and treatment of cancer metastasis.
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Affiliation(s)
- Dongwei Gao
- 536 Hospital of PLA, 29# Xiadu street, Xining, 810007, Qinghai Province, People's Republic of China,
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138
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Mikhail S, Bekaii-Saab T. RAS mutations: impact on treatment outcome. COLORECTAL CANCER 2013. [DOI: 10.2217/crc.13.63] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
SUMMARY RAS proteins belong to the MAPK network, an essential pathway for maintenance of normal vital processes such as proliferation and differentiation. RAS mutations are observed in 30–50% of colorectal carcinomas. The MAPK pathway and RAS proteins are part of a complex system that mediate signaling from the EGF receptors (EGFRs). Our review discusses the most recent evidence highlighting the role of KRAS mutations in patients who are offered anti-EGFR therapy. Furthermore, we discuss emerging evidence of the role of other predictive markers such as PI3K, PTEN, BRAF, NRAS, MET, IGFR-1 and p53 in patients who are receiving anti-EGFR therapy.
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Affiliation(s)
- Sameh Mikhail
- The Ohio State University Wexner Medical Center – James Cancer Hospital & Solove Research Institute, 320 W 10th Avenue, Columbus, OH 43210, USA
| | - Tanios Bekaii-Saab
- The Ohio State University Wexner Medical Center – James Cancer Hospital & Solove Research Institute, 320 W 10th Avenue, Columbus, OH 43210, USA
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139
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Chung HH, Jang BI. [A perspective: role of targeted therapy in colon cancer]. THE KOREAN JOURNAL OF GASTROENTEROLOGY 2013; 61:128-35. [PMID: 23575231 DOI: 10.4166/kjg.2013.61.3.128] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Colorectal cancer is the third most common malignant disease in incidence according to a report in 2009 from Korea. The 5-fluorouracil (5-FU) remains to be a major chemotherapeutic agents. But, over the last 10-15 years, the treatment pattern for metastatic colorectal cancer changed significantly. Irinotecan and oxaliplatin are cytotoxic drugs, or bevacizumab and cetuximab are monoclonal antibodies against molecular targets. The introduction of novel agents targeting specific molecular features of cancer cells promises more options and marked improvements in efficacy for the treatment of metastatic colon cancer. Bevacizumab has been shown to extend survival in colorectal cancer when used in combination with irinotecan and 5-FU-based chemotherapy, and the addition of cetuximab to irinotecan and 5-FU-based chemotherapy eliminates irinotecan resistance. Better understanding of the tumor biology and the molecular pathway and mechanisms of tumorigenesis has led to the discovery of novel agents with improved outcomes.
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Affiliation(s)
- Hyun Hee Chung
- Department of Internal Medicine, Yeungnam University College of Medicine, Daegu, Korea
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140
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Patel GS, Karapetis CS. Personalized treatment for advanced colorectal cancer: KRAS and beyond. Cancer Manag Res 2013; 5:387-400. [PMID: 24294007 PMCID: PMC3839845 DOI: 10.2147/cmar.s35025] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Targeted therapies have improved the survival of patients with advanced colorectal cancer (CRC). However, further improvements in patient outcomes may be gained by the development of predictive biomarkers in order to select individuals who are most likely to benefit from treatment, thus personalizing treatment. Using the epidermal growth-factor receptor (EGFR) pathway, we discuss the existing and potential predictive biomarkers in clinical development for use with EGFR-targeted agents in metastatic CRC. The data and technological issues surrounding such biomarkers as expression of EGFR or its family members or ligands, KRAS-, NRAS-, and BRAF-mutation status, PI3K/PTEN expression, and imaging and clinical biomarkers, such as rash and hypomagnesemia, are summarized. Although the discovery of KRAS mutations has improved patient selection for EGFR-targeted treatments, further biomarkers are required, especially for those patients who exhibit KRAS mutations rather than the wild-type gene.
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Affiliation(s)
- Gargi Surendra Patel
- Department of Medical Oncology, Flinders Medical Centre, Flinders University, Bedford Park, Adelaide, SA, Australia
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141
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Genetic and immune factors underlying the efficacy of cetuximab and panitumumab in the treatment of patients with metastatic colorectal cancer. Contemp Oncol (Pozn) 2013; 18:7-16. [PMID: 24876815 PMCID: PMC4037996 DOI: 10.5114/wo.2013.38566] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 09/25/2013] [Accepted: 10/21/2013] [Indexed: 01/26/2023] Open
Abstract
Efficacy of monoclonal anti-EGFR antibodies (cetuximab, panitumumab) used in combination with chemotherapy or alone has been demonstrated in clinical trials of patients with mCRC. Both drugs block signaling EGFR pathway in malignant cells (blocking ligand binding and EGFR dimerization). Obtaining treatment responses with anti-EGFR agents is possible only in a selected subgroup of patients with mCRC. Successful treatment with cetuximab and panitumab is possible almost exclusively in patients without RAS mutations. Research on predictive value of EGFR gene copy number, PI3KCA gene mutations, P53 and PTEN, and EGFR their ligands concentrations is ongoing. Cetuximab, as IgG1 class antibody, can cause antibody dependent cellular cytotoxicity against neoplasm cells, while panitumumab, as IgG2 class antibody, does not induce such effect. Therefore a potential predictor cetuximab therapy may be the presence of different polymorphic forms of the genes for receptor immunoglobulin Fc fragments: FcγRIIa and FcγRIII subclasses.
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142
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Karapetis CS, Jonker D, Daneshmand M, Hanson JE, O'Callaghan CJ, Marginean C, Zalcberg JR, Simes J, Moore MJ, Tebbutt NC, Price TJ, Shapiro JD, Pavlakis N, Gibbs P, Van Hazel GA, Lee U, Haq R, Virk S, Tu D, Lorimer IAJ. PIK3CA, BRAF, and PTEN status and benefit from cetuximab in the treatment of advanced colorectal cancer--results from NCIC CTG/AGITG CO.17. Clin Cancer Res 2013; 20:744-53. [PMID: 24218517 DOI: 10.1158/1078-0432.ccr-13-0606] [Citation(s) in RCA: 131] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE Cetuximab improves survival in patients with K-ras wild-type advanced colorectal cancer. We examined the predictive and prognostic significance of additional biomarkers in this setting, in particular BRAF, PIK3CA, and PTEN. EXPERIMENTAL DESIGN Available colorectal tumor samples were analyzed from the CO.17 study. BRAF mutations were identified in tumor-derived DNA by direct sequencing and PIK3CA mutations were identified using a high-resolution melting screen with confirmation by sequencing. PTEN expression by immunohistochemistry (IHC) was performed on tissue microarrays. For each biomarker, prognostic and predictive effects were examined using a Cox model with tests for treatment-biomarker interaction. RESULTS A total of 572 patients with pretreated colorectal cancer were randomly assigned to receive cetuximab or best supportive care (BSC). Of 401 patients assessed for BRAF status, 13 (3.2%) had mutations. Of 407 patients assessed for PIK3CA status, 61 (15%) had mutations. Of 205 patients assessed for PTEN, 148 (72%) were negative for IHC expression. None of BRAF, PIK3CA, or PTEN was prognostic for overall or progression-free survival in the BSC arm. None was predictive of benefit from cetuximab, either in the whole study population or the K-ras wild-type subset. In the K-ras wild-type subgroup, the overall survival adjusted HR according to BRAF mutation status was 1.39 (interaction P = 0.69), PIK3CA mutation status HR = 0.79 (interaction P = 0.63), and PTEN expression HR = 0.75 (interaction P = 0.61). CONCLUSIONS In chemotherapy-refractory colorectal cancer, neither PIK3CA mutation status nor PTEN expression were prognostic, nor were they predictive of benefit from cetuximab. Evaluation of predictive significance of BRAF mutations requires a larger sample size.
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Affiliation(s)
- Christos S Karapetis
- Authors' Affiliation: Flinders University, Flinders Centre for Innovation in Cancer; Department of Medical Oncology, Flinders Medical Centre, Flinders Drive, Bedford Park, South Australia, Australia
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143
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Yang ZY, Wu XY, Huang YF, Di MY, Zheng DY, Chen JZ, Ding H, Mao C, Tang JL. Promising biomarkers for predicting the outcomes of patients with KRAS wild-type metastatic colorectal cancer treated with anti-epidermal growth factor receptor monoclonal antibodies: a systematic review with meta-analysis. Int J Cancer 2013; 133:1914-1925. [PMID: 23494461 DOI: 10.1002/ijc.28153] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Accepted: 02/21/2013] [Indexed: 01/09/2023]
Abstract
KRAS mutations have been established as a major predictive biomarker for resistance to the treatment of metastatic colorectal cancer (mCRC) with anti-epidermal growth factor receptor monoclonal antibodies (anti-EGFR MoAbs). However, many patients with KRAS wild-type tumors still do not respond to the treatment. We conducted a systematic review with meta-analysis to assess whether BRAF mutations, PIK3CA mutations and PTEN loss can predict the outcomes of patients with KRAS wild-type mCRC treated with anti-EGFR MoAbs. Studies that explored the association of one or more of the three biomarkers with progression-free survival (PFS), overall survival (OS) and/or objective response rate (ORR) were identified through August 2012. Summary hazard ratios (HRs) and rate differences (RDs) and corresponding 95% confidence intervals (CIs) were calculated by using the random-effects model. BRAF mutations, PIK3CA exon 20 mutations and PTEN loss were all associated with shorter PFS (HR = 2.59, 95% CI 1.67-4.03; HR = 2.52, 95% CI 1.33-4.78 and HR = 1.75, 95% CI 1.19-2.56, respectively), shorter OS (HR = 2.74, 95% CI 1.79-4.19; HR = 3.29, 95% CI 1.60-6.75 and HR = 1.85, 95% CI 1.30-2.64, respectively) and lower ORR (RD = -36%, 95% CI -44 to -28%; RD = -38%, 95% CI -51 to -24% and RD = -41%, 95% CI -68 to -14%, respectively). PIK3CA exon 9 mutations were associated with none of the outcomes. Studies with relevant data consistently demonstrated a stronger predictive power of combined multiple biomarkers as compared to one alteration alone. These results suggest that BRAF mutations, PIK3CA exon 20 mutations and PTEN loss are predictive of worseoutcomes in KRAS wild-type mCRC treated with anti-EGFR MoAbs [corrected]. However, the quality of included studies varied, and some of the meta-analyses were limited by significant between-study heterogeneity. In the future, well-designed large randomized controlled trials conducted in KRAS wild-type mCRC patients with subgroup analysis according to BRAF, PIK3CA exon 20 and PTEN status are essential to fully assess the clinical relevance of these biomarkers.
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Affiliation(s)
- Zu-Yao Yang
- Division of Epidemiology, The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
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144
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Esposito C, Rachiglio AM, La Porta ML, Sacco A, Roma C, Iannaccone A, Tatangelo F, Forgione L, Pasquale R, Barbaro A, Botti G, Ciardiello F, Normanno N. The S492R EGFR ectodomain mutation is never detected in KRAS wild-type colorectal carcinoma before exposure to EGFR monoclonal antibodies. Cancer Biol Ther 2013; 14:1143-6. [PMID: 24025416 DOI: 10.4161/cbt.26340] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
The activity of the epidermal growth factor receptor (EGFR) antibodies cetuximab and panitumumab in metastatic colorectal carcinoma (mCRC) is significantly limited by molecular mechanisms leading to intrinsic or acquired resistance. The S492R mutation of the EGFR, which is caused by either the 1476C>A or the 1474A>C substitution, interferes with binding to cetuximab but not to panitumumab, and has been detected in mCRC with acquired resistance to cetuximab. Since mechanisms of acquired and intrinsic resistance to EGFR monoclonal antibodies in CRC significantly overlap, we evaluated the frequency of the S492R mutation in a series of KRAS-exon 2 wild-type CRC patients. Genomic DNA was extracted from formalin fixed paraffin embedded (FFPE) tissues that were obtained from 505 systemic therapy-naïve CRC patients. A PCR/sequencing method for the detection of the S492R mutation was developed, by using as positive control a plasmid in which the 1474A>C mutation was generated by site directed mutagenesis. The lowest level of detection of this assay was approximately 10% mutant DNA in a background of wild-type DNA. PCR sequencing analysis revealed no S492R mutations in any of the analyzed 505 CRC specimens. Our findings suggest that the S492R mutation is not involved in primary resistance to cetuximab in CRC. Therefore, patients with mCRC should not be routinely screened for this mutation prior therapy with cetuximab.
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Affiliation(s)
- Claudia Esposito
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Anna Maria Rachiglio
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Maria Libera La Porta
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Alessandra Sacco
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Cristin Roma
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Alessia Iannaccone
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Fabiana Tatangelo
- Surgical Pathology Unit; Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Naples, Italy
| | - Laura Forgione
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Raffaella Pasquale
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Americo Barbaro
- Laboratory of Pharmacogenomics; Centro di Ricerche Oncologiche di Mercogliano (CROM); Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Mercogliano (AV), Italy
| | - Gerardo Botti
- Surgical Pathology Unit; Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Naples, Italy
| | - Fortunato Ciardiello
- Dipartimento Medico-Chirurgico di Internistica Clinica e Sperimentale "F. Magrassi e A. Lanzara"; Seconda Università degli Studi di Napoli; Napoli, Italy
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit; Istituto Nazionale per lo Studio e la Cura dei Tumori "Fondazione Giovanni Pascale" - IRCCS; Naples, Italy
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145
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Chong ML, Loh M, Thakkar B, Pang B, Iacopetta B, Soong R. Phosphatidylinositol-3-kinase pathway aberrations in gastric and colorectal cancer: meta-analysis, co-occurrence and ethnic variation. Int J Cancer 2013; 134:1232-8. [PMID: 23960014 DOI: 10.1002/ijc.28444] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Accepted: 08/02/2013] [Indexed: 12/17/2022]
Abstract
Inhibition of the phosphatidylinositol-3-kinase (PI3K) signaling pathway is a cancer treatment strategy that has entered into clinical trials. We performed a meta-analysis on the frequency of prominent genetic (PIK3CA mutation, PIK3CA amplification and PTEN deletion) and protein expression (high PI3K, PTEN loss and high pAkt) aberrations in the PI3K pathway in gastric cancer (GC) and colorectal cancer (CRC). We also performed laboratory analysis to investigate the co-occurrence of these aberrations. The meta-analysis indicated that East Asian and Caucasian GC patients differ significantly for the frequencies of PIK3CA Exon 9 and 20 mutations (7% vs. 15%, respectively), PTEN deletion (21% vs. 4%) and PTEN loss (47% vs. 78%), while CRC patients differed for PTEN loss (57% vs. 26%). High study heterogeneity (I(2) > 80) was observed for all aberrations except PIK3CA mutations. Laboratory analysis of tumors from East Asian patients revealed significant differences between GC (n = 79) and CRC (n = 116) for the frequencies of PIK3CA amplification (46% vs. 4%) and PTEN loss (54% vs. 78%). The incidence of GC cases with 0, 1, 2 and 3 concurrent aberrations was 14%, 52%, 27% and 8%, respectively, while for CRC it was 10%, 60%, 25% and 4%, respectively. Our study consolidates knowledge on the frequency, co-occurrence and clinical relevance of PI3K pathway aberrations in GC and CRC. Up to 86% of GC and 90% of CRC have at least one aberration in the PI3K pathway, and there are significant differences in the frequencies of these aberrations according to cancer type and ethnicity.
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Affiliation(s)
- Mei-Ling Chong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
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146
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Haraldsdottir S, Bekaii-Saab T. Integrating anti-EGFR therapies in metastatic colorectal cancer. J Gastrointest Oncol 2013; 4:285-98. [PMID: 23997940 DOI: 10.3978/j.issn.2078-6891.2013.028] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2013] [Accepted: 05/13/2013] [Indexed: 11/14/2022] Open
Abstract
Colorectal cancer remains one of the most common causes of cancer diagnoses and mortality in the United States. The treatment of metastatic colorectal cancer has evolved significantly over the last decade with near-tripling of patient survival rate. A significant contribution to this outcome was the advent of novel targeted agents, such as the epidermal growth factor (EGFR) inhibitors. In an era of emphasis on refining therapy, the presence of KRAS mutation will predict for resistance and limit exposure to patients who are more likely to benefit. In contrast, the presence of BRAF mutations does not seem to have a predictive value. Agents that are thought to reverse resistance to EGFR inhibitors such as those targeting PI3K, c-MET or IGF-1R are currently under study. EGFR inhibitors have exhibited single agent activity, and seem to synergize very well with standard chemotherapy except for cetuximab and 5-fluorouracil, leucovorin, oxaliplatin (FOLFOX). Preliminary data suggests that EGFR inhibitors have similar effectiveness to vascular endothelial growth factor (VEGF) inhibitors in the first line setting. Skin toxicity remains the main limiting factor for the utilization of EGFR inhibitors, but strategies including the use of agents such as minocycline or doxycycline added to topical care seem to limit the severity of the rash.
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147
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McRee A, O'Neil BH. Using Molecular Markers to Guide Therapy of Metastatic Colorectal Cancer. JOURNAL OF ONCOPATHOLOGY 2013; 1:21-29. [PMID: 26640695 DOI: 10.13032/tjop.2052-5931.100056] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Colorectal cancer remains one of the most commonly diagnosed cancers with almost one-fourth of patients presenting with metastatic disease at the time of diagnosis. As the repertoire of anticancer agents has expanded to treat colorectal patients with metastatic disease, life expectancies have increased and patients are remaining on therapy for longer periods of time. The exact way in which to combine chemotherapeutic and targeted agents remains a therapeutic challenge in an attempt to preserve efficacy while minimizing toxicity. A crucial need exists for reliable and reproducible biomarkers that can assist in personalizing the most advantageous therapy for patients based on the biology of their tumor that will prevent undue side effects and result in the longest duration of tumor stability. In this review, we discuss the completed studies for each agent currently approved for the treatment of metastatic colon cancer and emphasize a need for further prospective studies to solidify the use of biomarkers in this disease.
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Affiliation(s)
- Autumn McRee
- Department of Medicine, The Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (A.M., B.H.O.)
| | - Bert H O'Neil
- Department of Medicine, The Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (A.M., B.H.O.)
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148
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Tural D, Batur S, Erdamar S, Akar E, Kepil N, Mandel NM, Serdengeçti S. Analysis of PTEN, BRAF and PI3K status for determination of benefit from cetuximab therapy in metastatic colorectal cancer patients refractory to chemotherapy with wild-type KRAS. Tumour Biol 2013; 35:1041-9. [PMID: 23996432 DOI: 10.1007/s13277-013-1138-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2013] [Accepted: 08/23/2013] [Indexed: 12/30/2022] Open
Abstract
We investigated predictive values of BRAF, PI3K and PTEN in cetuximab responses in KRAS wild-type (+) chemotherapy refractory, metastatic colorectal cancer (CRC) patients. Primary tumour tissues of 41 KRAS wild-type mCRC patients receiving cetuximab-based chemotherapy were investigated for PI3K, PTEN, KRAS and BRAF mutations. Progression-free survival (PFS) and overall survival (OS) periods were calculated with Kaplan-Meier method and the Cox proportional hazards model was used. PTEN and PI3K expressions were 63 and 42 %, respectively. BRAF mutation was observed as 9.8 % among patients. Tumours with BRAF mutation had statistically lower response rates (RR) for cetuximab-based treatment than tumours with BRAF wild type (0 vs. 58 %, p = 0.02). PTEN expressing tumours had statistically higher RR for cetuximab-based treatment than tumours with PTEN loss (42 vs. 12 %, p = 0.04). PI3K expression had worse significant effect on cetuximab RR than PI3K non-expressed tumours (15 vs. 44 %, p = 0.023). Median PFS was significantly longer in patients with PTEN expression (14 months) than in patients with PTEN loss (5 months) (HR, 0.4; p = 0.028). Median PFS was significantly longer in patients with PI3K non-expression (15.2 months) than in patients with PI3K expression (4.1 months) (HR, 0.31; p = 0.001). Significant difference in PFS and OS between patients with BRAF mutated and BRAF wild-type tumours was not detected. However, patients with PTEN expression had significantly longer OS (15.1 months) than patients with PTEN loss tumour (9.9 months) (HR, 0.34; p = 0.008). Patients without PI3K expression had significantly longer OS (18.2 months) than patients with PI3K expression (10.1 months) (HR, 0.27; p = 0.001). Multivariate analyses revealed that PTEN expression (HR, 0.48; p = 0.02) and absence of PI3K expression (HR, 0.2; p = 0.001) were independent prognostic factors for increased PFS. Similarly, PTEN overexpression (HR, 0.62; p = 0.03) and absence of PI3K expression (HR, 0.27; p = 0.005) were independent prognostic factors for increased OS. In PTEN loss, PI3K expression may be used as biomarkers to further select KRAS wild-type patients undergoing anti-epidermal growth factor receptor treatment.
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Affiliation(s)
- Deniz Tural
- Division of Medical Oncology, Department of Internal Medicine, Akdeniz Medical School, Akdeniz University, 7058, Antalya, Turkey,
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149
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Moorcraft SY, Smyth EC, Cunningham D. The role of personalized medicine in metastatic colorectal cancer: an evolving landscape. Therap Adv Gastroenterol 2013; 6:381-95. [PMID: 24003339 PMCID: PMC3756633 DOI: 10.1177/1756283x13491797] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Advances in the treatment of metastatic colorectal cancer have led to an improvement in survival from 12 months with fluorouracil monotherapy to approximately 2 years. This is partly as a result of the addition of irinotecan and oxaliplatin, but is also due to the use of monoclonal antibodies against the epidermal growth factor receptor (EGFR) and antiangiogenic drugs such as bevacizumab. However, there are significant molecular differences between tumours which can affect both prognosis and response to treatment. Personalized medicine aims to tailor treatment according to the characteristics of the individual patient and is now a clinical reality as testing for KRAS mutations to guide treatment with the anti-EGFR monoclonal antibodies cetuximab and panitumumab is now part of routine clinical practice. However, not all patients who are KRAS wild type respond to anti-EGFR therapy and a validated biomarker for antiangiogenic therapy is still lacking. Therefore, other biomarkers are needed to assist with predicting response to both existing drugs as well as to drugs currently under investigation. This review summarizes the molecular biology of colorectal cancer, focusing on the genetic features that are currently most clinically relevant. Current and emerging biomarkers are reviewed along with their roles in selecting patients for targeted treatment with currently licensed therapies and drugs being evaluated in clinical trials. The value of predictive biomarkers of chemosensitivity and potential future treatment strategies are also discussed.
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150
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Yip WK, Choo CW, Leong VCS, Leong PP, Jabar MF, Seow HF. Molecular alterations of Ras-Raf-mitogen-activated protein kinase and phosphatidylinositol 3-kinase-Akt signaling pathways in colorectal cancers from a tertiary hospital at Kuala Lumpur, Malaysia. APMIS 2013; 121:954-66. [DOI: 10.1111/apm.12152] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2013] [Accepted: 06/24/2013] [Indexed: 12/31/2022]
Affiliation(s)
- Wai Kien Yip
- Department of Pathology; Faculty of Medicine and Health Sciences; Universiti Putra Malaysia
| | - Chee Wei Choo
- Department of Pathology; Faculty of Medicine and Health Sciences; Universiti Putra Malaysia
| | | | - Pooi Pooi Leong
- Department of Pathology; Faculty of Medicine and Health Sciences; Universiti Putra Malaysia
| | - Mohd Faisal Jabar
- Department of Surgery; Faculty of Medicine and Health Sciences; Universiti Putra Malaysia
| | - Heng Fong Seow
- Department of Pathology; Faculty of Medicine and Health Sciences; Universiti Putra Malaysia
- Institute of Bioscience; Universiti Putra Malaysia; Serdang Selangor Malaysia
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