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      Genome Wide Association Study for Predictors of Progression Free Survival in Patients on Capecitabine, Oxaliplatin, Bevacizumab and Cetuximab in First-Line Therapy of Metastatic Colorectal Cancer

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          Abstract

          Purpose

          Despite expanding options for systemic treatment, survival for metastatic colorectal cancer (mCRC) remains limited and individual response is difficult to predict. In search of pre-treatment predictors, pharmacogenetic research has mainly used a candidate gene approach. Genome wide association (GWA) studies offer the benefit of simultaneously analyzing a large number of SNPs, in both known and still unidentified functional regions. Using a GWA approach, we searched for genetic markers affecting progression free survival (PFS) in mCRC patients treated with first-line capecitabine, oxaliplatin and bevacizumab (CAPOX-B), with or without cetuximab.

          Patients and Methods

          755 patients were included in the CAIRO2-trial, a multicenter phase III trial, randomizing between first-line treatment with CAPOX-B versus CAPOX-B plus cetuximab. Germline DNA and complete clinical information was available from 553 patients and genome wide genotyping was performed, using Illumina’s OmniExpress beadchip arrays, with 647,550 markers passing all quality checks. Another 2,202,473 markers were imputated by using HapMap2. Association with PFS was analysed using a Cox proportional hazards model.

          Results

          One marker, rs885036, associated significantly with PFS (P = 2.17x10 -8) showing opposite effects on PFS depending on treatment arm. The minor allele was associated with increased PFS in patients receiving cetuximab. A cluster of markers located on chromosome 8 associated with PFS, irrespective of treatment arm (P-values of 2.30x10 -7 to 1.04x10 -6).

          Conclusion

          This is the first GWA study to find SNPs affecting PFS in mCRC patients treated with CAPOX-B, either with or without cetuximab. Rs885036 is a potential predictive marker for cetuximab efficacy. These markers need to be validated in independent treatment cohorts.

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          Most cited references22

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          KRAS mutations as an independent prognostic factor in patients with advanced colorectal cancer treated with cetuximab.

          Cetuximab is efficient in advanced colorectal cancer (CRC). We previously showed that KRAS mutations were associated with resistance to cetuximab in 30 CRC patients. The aim of this study was to validate, in an independent larger series of 89 patients, the prognostic value of KRAS mutations on response to cetuximab and survival. Eighty-nine metastatic CRC patients treated with cetuximab after treatment failure with irinotecan-based chemotherapy were analyzed for KRAS mutation by allelic discrimination on tumor DNA. The association between KRAS mutations and tumor response, skin toxicity, progression-free survival (PFS) and overall survival (OS) was analyzed. A KRAS mutation was present in 27% of the patients and was associated with resistance to cetuximab (0% v 40% of responders among the 24 mutated and 65 nonmutated patients, respectively; P < .001) and a poorer survival (median PFS: 10.1 v 31.4 weeks in patients without mutation; P = .0001; median OS: 10.1 v 14.3 months in patients without mutation; P = .026). When we pooled these 89 patients with patients from our previous study, the multivariate analysis showed that KRAS status was an independent prognostic factor associated with OS and PFS, whereas skin toxicity was only associated with OS. In a combined analysis, median OS times of patients with two, one, or no favorable prognostic factors (severe skin toxicity and no KRAS mutation) was of 15.6, 10.7, and 5.6 months, respectively. These results confirm the high prognostic value of KRAS mutations on response to cetuximab and survival in metastatic CRC patients treated with cetuximab.
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            Hypoxia-inducible factor 1 activation by aerobic glycolysis implicates the Warburg effect in carcinogenesis.

            Cancer cells display high rates of aerobic glycolysis, a phenomenon known historically as the Warburg effect. Lactate and pyruvate, the end products of glycolysis, are highly produced by cancer cells even in the presence of oxygen. Hypoxia-induced gene expression in cancer cells has been linked to malignant transformation. Here we provide evidence that lactate and pyruvate regulate hypoxia-inducible gene expression independently of hypoxia by stimulating the accumulation of hypoxia-inducible Factor 1alpha (HIF-1alpha). In human gliomas and other cancer cell lines, the accumulation of HIF-1alpha protein under aerobic conditions requires the metabolism of glucose to pyruvate that prevents the aerobic degradation of HIF-1alpha protein, activates HIF-1 DNA binding activity, and enhances the expression of several HIF-1-activated genes including erythropoietin, vascular endothelial growth factor, glucose transporter 3, and aldolase A. Our findings support a novel role for pyruvate in metabolic signaling and suggest a mechanism by which high rates of aerobic glycolysis can promote the malignant transformation and survival of cancer cells.
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              KRAS wild-type state predicts survival and is associated to early radiological response in metastatic colorectal cancer treated with cetuximab.

              KRAS mutation status is a candidate marker for predicting survival in patients with metastatic colorectal cancer (mCRC) treated with cetuximab (CTX). We studied the KRAS mutation status of 113 patients with irinotecan refractory mCRC treated with CTX in clinical trials. A predictive model for objective response (OR), progression-free survival (PFS) and overall survival (OS) was constructed using logistic and Cox regression. OR was seen in 27 of 66 KRAS wild-type (WT) patients versus 0 of 42 in KRAS mutants. Median OS was significantly better in KRAS WT versus mutants (43.0 versus 27.3 weeks; P = 0.020). Decrease in tumor sizes was significantly larger at all time points in WT patients. KRAS WT patients with an initial relative decrease of tumor size >9.66% at week 6 had a significantly better median OS compared with all other patients (74.9 versus 30.6 weeks; P = 0.0000025). Within KRAS WT patients OS was significantly better in patients with an initial decrease compared with those without [median OS: 74.9 versus 30.6 weeks (P = 0.00000012)]. KRAS WT status is associated to survival benefit in CTX treated mCRC. This benefit is even more pronounced in those patients with early radiological response. These characteristics may be exploited for response prediction.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                29 July 2015
                2015
                : 10
                : 7
                : e0131091
                Affiliations
                [1 ]Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, The Netherlands; PO box 9600, 2300 RC Leiden, The Netherlands
                [2 ]Department of Clinical Oncology, Leiden University Medical Center, The Netherlands; PO box 9600, 2300 RC Leiden, The Netherlands
                [3 ]Department of Biostatistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands
                [4 ]Department of Medical Oncology, Academic Medical Center Amsterdam, The Netherlands; PO Box 22660, 1100 DD Amsterdam, The Netherlands
                Medical University of Graz, AUSTRIA
                Author notes

                Competing Interests: The authors have read the journal's policy and the authors of this manuscript have the following competing interests: this study received funding in the form of unrestricted scientific grants from Roche, Merck-Serono, Sanofi-Aventis and DxS. This does not alter the authors' adherence to PLOS policies on sharing data and materials.

                Conceived and designed the experiments: HJG HG CP. Performed the experiments: TvdS JP. Analyzed the data: JP LvH SB. Wrote the paper: JP LvH SB TvdS HG CP HJG.

                Article
                PONE-D-14-19552
                10.1371/journal.pone.0131091
                4519298
                26222057
                669ff0c7-be27-45dd-9da3-c80a7c7adb16
                Copyright @ 2015

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited

                History
                : 22 May 2014
                : 28 May 2015
                Page count
                Figures: 4, Tables: 4, Pages: 13
                Funding
                This pharmacogenetic substudy was financially supported by a grant from the Dutch Cancer Society UL2009-4528. The Dutch Colorectal Cancer Group (DCCG) CAIRO2 study was supported by the Dutch Cancer Foundation KWF (Grant 2005-02) and by unrestricted scientific grants from Roche, Merck-Serono, Sanofi-Aventis and DxS. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Custom metadata
                Data are from the CAIRO2 study whose authors may be contacted throughH.J. Guchelaar, Leiden University Medical Center (LUMC), Department of Clinical Pharmacy & Toxicology (L-0P), PO box 9600, 2300 RC Leiden, The Netherlands; Telephone: +31-71-5262790; Fax: +31-71-5266980; E-mail: h.j.guchelaar@ 123456lumc.nl . Due to restrictions based on privacy regulations and informed consent of participants (therefore both ethical and legal considerations), phenotype and genotype data cannot be made freely available in a public repository. Data from this study can be obtained upon request. We have included this in the methods sections of the manuscript. Requests should be directed towards the corresponding author Prof.dr. H.-J. Guchelaar ( h.j.guchelaar@ 123456lumc.nl ).

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