SNPs in transporter and metabolizing genes as predictive markers for oxaliplatin treatment in colorectal cancer patients

被引:47
作者
Kap, Elisabeth J. [1 ]
Seibold, Petra [1 ]
Scherer, Dominique [2 ,3 ]
Habermann, Nina [2 ,3 ]
Balavarca, Yesilda [2 ,3 ]
Jansen, Lina [4 ]
Zucknick, Manuela [5 ,6 ]
Becker, Natalia [5 ]
Hoffmeister, Michael [4 ]
Ulrich, Alexis [7 ]
Benner, Axel [5 ]
Ulrich, Cornelia M. [2 ,3 ,8 ]
Burwinkel, Barbara [9 ,10 ]
Brenner, Hermann [4 ,11 ]
Chang-Claude, Jenny [1 ,12 ]
机构
[1] German Canc Res Ctr, Div Canc Epidemiol, Neuenheimer Feld 581, D-69120 Heidelberg, Germany
[2] Natl Ctr Tumor Dis NCT, Div Prevent Oncol, Heidelberg, Germany
[3] DKFZ, Heidelberg, Germany
[4] DKFZ, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[5] DKFZ, Div Biostat, Heidelberg, Germany
[6] Univ Oslo, Inst Basic Med Sci, Dept Biostat, Oslo Ctr Biostat & Epidemiol, Oslo, Norway
[7] Heidelberg Univ, Univ Heidelberg Hosp, Dept Gen Visceral & Transplantat Surg, Heidelberg, Germany
[8] Univ Utah, Huntsman Canc Inst, Salt Lake City, UT USA
[9] DKFZ, Div Mol Epidemiol, Heidelberg, Germany
[10] Heidelberg Univ, Dept Gynecol & Obstet, Div Mol Biol Breast Canc, Heidelberg, Germany
[11] German Canc Consortium DKTK, Heidelberg, Germany
[12] Univ Med Ctr Hamburg Eppendorf, Univ Canc Ctr Hamburg, Hamburg, Germany
基金
美国国家卫生研究院;
关键词
oxaliplatin; colorectal cancer; predictive markers; transport; metabolism; MOLECULAR-MECHANISMS; ABC TRANSPORTERS; CHEMOTHERAPY; EXPRESSION; SURVIVAL; ASSOCIATION; VARIANTS; POLYMORPHISMS; ACCUMULATION; VALIDATION;
D O I
10.1002/ijc.30026
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Oxaliplatin is frequently used as part of a chemotherapeutic regimen with 5-fluorouracil in the treatment of colorectal cancer (CRC). The cellular availability of oxaliplatin is dependent on metabolic and transporter enzymes. Variants in genes encoding these enzymes may cause variation in response to oxaliplatin and could be potential predictive markers. Therefore, we used a two-step procedure to comprehensively investigate 1,444 single nucleotide polymorphisms (SNPs) from these pathways for their potential as predictive markers for oxaliplatin treatment, using 623 stage II-IV CRC patients (of whom 201 patients received oxaliplatin) from a German prospective patient cohort treated with adjuvant or palliative chemotherapy. First, all genes were screened using the global test that evaluated SNP*oxaliplatin interaction terms per gene. Second, one model was created by backward elimination on all SNP*oxaliplatin interactions of the selected genes. The statistical procedure was evaluated using bootstrap analyses. Nine genes differentially associated with overall survival according to oxaliplatin treatment (unadjusted p values<0.05) were selected. Model selection resulted in the inclusion of 14 SNPs from eight genes (six transporter genes, ABCA9, ABCB11, ABCC10, ATP1A1, ATP1B2, ATP8B3, and two metabolism genes GSTM5, GRHPR), which significantly improved model fit. Using bootstrap analysis we show an improvement of the prediction error of 3.7% in patients treated with oxaliplatin. Several variants in genes involved in metabolism and transport could thus be potential predictive markers for oxaliplatin treatment in CRC patients. If confirmed, inclusion of these variants in a predictive test could identify patients who are more likely to benefit from treatment with oxaliplatin.
引用
收藏
页码:2993 / 3001
页数:9
相关论文
共 49 条
[1]
Molecular mechanisms of action and prediction of response to oxaliplatin in colorectal cancer cells [J].
Arango, D ;
Wilson, AJ ;
Shi, Q ;
Corner, GA ;
Arañes, MJ ;
Nicholas, C ;
Lesser, M ;
Mariadason, JM ;
Augenlicht, LH .
BRITISH JOURNAL OF CANCER, 2004, 91 (11) :1931-1946
[2]
Pharmacogenetic Assessment of Toxicity and Outcome in Patients With Metastatic Colorectal Cancer Treated With LV5FU2, FOLFOX, and FOLFIRI: FFCD 2000-05 [J].
Boige, Valerie ;
Mendiboure, Jean ;
Pignon, Jean-Pierre ;
Loriot, Marie-Anne ;
Castaing, Marine ;
Barrois, Michel ;
Malka, David ;
Tregouet, David-Alexandre ;
Bouche, Olivier ;
Le Corre, Delphine ;
Miran, Isabelle ;
Mulot, Claire ;
Ducreux, Michel ;
Beaune, Philippe ;
Laurent-Puig, Pierre .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (15) :2556-2564
[3]
Predictive biomarkers of chemotherapy efficacy in colorectal cancer: Results from the UK MRC FOCUS trial [J].
Braun, Michael S. ;
Richman, Susan D. ;
Quirke, Philip ;
Daly, Catherine ;
Adlard, Julian W. ;
Elliott, Faye ;
Barrett, Jennifer H. ;
Selby, Peter ;
Meade, Angela M. ;
Stephens, Richard J. ;
Parmar, Mahesh K. B. ;
Seymour, Matthew T. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (16) :2690-2698
[4]
A prospective validation pharmacogenomic study in the adjuvant setting of colorectal cancer patients treated with the 5-fluorouracil/leucovorin/oxaliplatin (FOLFOX4) regimen [J].
Cecchin, E. ;
D'Andrea, M. ;
Lonardi, S. ;
Zanusso, C. ;
Pella, N. ;
Errante, D. ;
De Mattia, E. ;
Polesel, J. ;
Innocenti, F. ;
Toffoli, G. .
PHARMACOGENOMICS JOURNAL, 2013, 13 (05) :403-409
[5]
Influence of GSTP1 I105V polymorphism on cumulative neuropathy and outcome of FOLFOX-4 treatment in Asian patients with colorectal carcinoma [J].
Chen, Yen-Chung ;
Tzeng, Cheng-Hwai ;
Chen, Po-Min ;
Lin, Jen-Kou ;
Lin, Tzu-Chen ;
Chen, Wei-Shone ;
Jiang, Jeng-Kae ;
Wang, Huann-Sheng ;
Wang, Wei-Shu .
CANCER SCIENCE, 2010, 101 (02) :530-535
[6]
Bile salt export pump is dysregulated with altered farnesoid X receptor isoform expression in patients with hepatocellular carcinoma [J].
Chen, Yuan ;
Song, Xiulong ;
Valanejad, Leila ;
Vasilenko, Alexander ;
More, Vijay ;
Qiu, Xi ;
Chen, Weikang ;
Lai, Yurong ;
Slitt, Angela ;
Stoner, Matthew ;
Yan, Bingfang ;
Deng, Ruitang .
HEPATOLOGY, 2013, 57 (04) :1530-1541
[7]
Dean M, 2001, J LIPID RES, V42, P1007
[8]
Abcc10 status affects mammary tumour growth, metastasis, and docetaxel treatment response [J].
Domanitskaya, N. ;
Wangari-Talbot, J. ;
Jacobs, J. ;
Peiffer, E. ;
Mahdaviyeh, Y. ;
Paulose, C. ;
Malofeeva, E. ;
Foster, K. ;
Cai, K. Q. ;
Zhou, Y. ;
Egleston, B. ;
Hopper-Borge, E. .
BRITISH JOURNAL OF CANCER, 2014, 111 (04) :696-707
[9]
Gene Expression Omnibus: NCBI gene expression and hybridization array data repository [J].
Edgar, R ;
Domrachev, M ;
Lash, AE .
NUCLEIC ACIDS RESEARCH, 2002, 30 (01) :207-210
[10]
Annual Report to the Nation on the status of cancer, 1975-2010, featuring prevalence of comorbidity and impact on survival among persons with lung, colorectal, breast, or prostate cancer [J].
Edwards, Brenda K. ;
Noone, Anne-Michelle ;
Mariotto, Angela B. ;
Simard, Edgar P. ;
Boscoe, Francis P. ;
Henley, S. Jane ;
Jemal, Ahmedin ;
Cho, Hyunsoon ;
Anderson, Robert N. ;
Kohler, Betsy A. ;
Eheman, Christie R. ;
Ward, Elizabeth M. .
CANCER, 2014, 120 (09) :1290-1314