Whole-genome studies identify solute carrier transporters in cellular susceptibility to paclitaxel

被引:29
作者
Njiaju, Uchenna O. [1 ]
Gamazon, Eric R. [2 ]
Gorsic, Lidija K. [1 ]
Delaney, Shannon M. [1 ]
Wheeler, Heather E. [1 ]
Im, Hae Kyung [3 ]
Dolan, M. Eileen [1 ,4 ]
机构
[1] Univ Chicago, Dept Med, Sect Hematol Oncol, Chicago, IL 60637 USA
[2] Univ Chicago, Med Genet Sect, Dept Med, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Hlth Studies, Ctr Comprehens Canc, Chicago, IL 60637 USA
[4] Univ Chicago, Comm Clin Pharmacol & Pharmacogen, Chicago, IL 60637 USA
基金
美国国家卫生研究院;
关键词
lymphoblastoid cell lines; paclitaxel; pharmacogenomics; solute carrier genes; transporters; SINGLE NUCLEOTIDE POLYMORPHISMS; OVARIAN-CANCER; PHARMACOGENOMIC DISCOVERY; SUBSTRATE-SPECIFICITY; ORAL BIOAVAILABILITY; P-GLYCOPROTEIN; SLCO1B3; GENE; ASSOCIATION; EXPRESSION; CHEMOTHERAPY;
D O I
10.1097/FPC.0b013e328352f436
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Objective The clinical use of paclitaxel is limited by variable responses and the potential for significant toxicity. To date, studies of associations between variants in candidate genes and paclitaxel effects have yielded conflicting results. We aimed to evaluate the relationships between global gene expression and paclitaxel sensitivity. Methods We utilized well-genotyped lymphoblastoid cell lines derived from the International HapMap Project to evaluate the relationships between cellular susceptibility to paclitaxel and global gene expression. Cells were exposed to varying concentrations of paclitaxel to evaluate paclitaxel-induced cytotoxicity and apoptosis. Among the top genes, we identified solute carrier (SLC) genes associated with paclitaxel sensitivity and narrowed down the list to those that had single nucleotide polymorphisms associated with both the expression level of the SLC gene and also with paclitaxel sensitivity. We performed an independent validation in an independent set of cell lines and also conducted functional studies using RNA interference. Results Of all genes associated with paclitaxel-induced cytotoxicity at P less than 0.05 (1713 genes), there was a significant enrichment in SLC genes (31 genes). A subset of SLC genes, namely SLC31A2, SLC43A1, SLC35A5, and SLC41A2, was associated with paclitaxel sensitivity and had regulating single nucleotide polymorphisms that were also associated with paclitaxel-induced cytotoxicity. Multivariate modeling demonstrated that those four SLC genes together explained 20% of the observed variability in paclitaxel susceptibility. Using RNA interference, we demonstrated increased paclitaxel susceptibility with knockdown of three SLC genes, SLC31A2, SLC35A5, and SLC41A2. Conclusion Our findings are novel and lend further support to the role of transporters, specifically solute carriers, in mediating cellular susceptibility to paclitaxel. Pharmacogenetics and Genomics 22: 498-507 (C) 2012 Wolters Kluwer Health | Lippincott Williams & Wilkins.
引用
收藏
页码:498 / 507
页数:10
相关论文
共 49 条
[1]   A general test of association for quantitative traits in nuclear families [J].
Abecasis, GR ;
Cardon, LR ;
Cookson, WOC .
AMERICAN JOURNAL OF HUMAN GENETICS, 2000, 66 (01) :279-292
[2]   hOCT1 transcript levels and single nucleotide polymorphisms as predictive factors for response to imatinib in chronic myeloid leukemia [J].
Bazeos, A. ;
Marin, D. ;
Reid, A. G. ;
Gerrard, G. ;
Milojkovic, D. ;
May, P. C. ;
de Lavallade, H. ;
Garland, P. ;
Rezvani, K. ;
Apperley, J. F. ;
Goldman, J. M. ;
Foroni, L. ;
Khorashad, J. S. .
LEUKEMIA, 2010, 24 (06) :1243-1245
[3]   Copper Transporter 2 Regulates the Cellular Accumulation and Cytotoxicity of Cisplatin and Carboplatin [J].
Blair, Brian G. ;
Larson, ChristopherA. ;
Safaei, Roohangiz ;
Howell, Stephen B. .
CLINICAL CANCER RESEARCH, 2009, 15 (13) :4312-4321
[4]   Use of P-glycoprotein and BCRP inhibitors to improve oral bioavailability and CNS penetration of anticancer drugs [J].
Breedveld, P ;
Beijnen, JH ;
Schellens, JHM .
TRENDS IN PHARMACOLOGICAL SCIENCES, 2006, 27 (01) :17-24
[5]   hOCT 1 and resistance to imatinib [J].
Crossman, LC ;
Druker, BJ ;
Deininger, MWN .
BLOOD, 2005, 106 (03) :1133-1134
[6]   Chemotherapeutic drug susceptibility associated SNPs are enriched in expression quantitative trait loci [J].
Gamazon, Eric R. ;
Huang, R. Stephanie ;
Cox, Nancy J. ;
Dolan, M. Eileen .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (20) :9287-9292
[7]   PACdb: a database for cell-based pharmacogenomics [J].
Gamazon, Eric R. ;
Duan, Shiwei ;
Zhang, Wei ;
Huang, Rong Stephanie ;
Kistner, Emily O. ;
Dolan, Mary Eileen ;
Cox, Nancy J. .
PHARMACOGENETICS AND GENOMICS, 2010, 20 (04) :269-273
[8]   SCAN: SNP and copy number annotation [J].
Gamazon, Eric R. ;
Zhang, Wei ;
Konkashbaev, Anuar ;
Duan, Shiwei ;
Kistner, Emily O. ;
Nicolae, Dan L. ;
Dolan, M. Eileen ;
Cox, Nancy J. .
BIOINFORMATICS, 2010, 26 (02) :259-262
[9]   The SLC32 transporter, a key protein for the synaptic release of inhibitory amino acids [J].
Gasnier, B .
PFLUGERS ARCHIV-EUROPEAN JOURNAL OF PHYSIOLOGY, 2004, 447 (05) :756-759
[10]   mdr-1 single nucleotide polymorphisms in ovarian cancer tissue:: G2677T/A correlates with response to paclitaxel chemotherapy [J].
Gréen, H ;
Söderkvist, P ;
Rosenberg, P ;
Horvath, G ;
Peterson, C .
CLINICAL CANCER RESEARCH, 2006, 12 (03) :854-859