Literature DB >> 20442332

Chemotherapeutic drug susceptibility associated SNPs are enriched in expression quantitative trait loci.

Eric R Gamazon1, R Stephanie Huang, Nancy J Cox, M Eileen Dolan.   

Abstract

Pharmacogenomics has employed candidate gene studies and, more recently, genome-wide association studies (GWAS) in efforts to identify loci associated with drug response and/or toxicity. The advantage of GWAS is the simultaneous, unbiased testing of millions of SNPs; the challenge is that functional information is absent for the vast majority of loci that are implicated. In the present study, we systematically evaluated SNPs associated with chemotherapeutic agent-induced cytotoxicity for six different anticancer agents and evaluated whether these SNPs were disproportionately likely to be within a functional class such as coding (consisting of missense, nonsense, or frameshift polymorphisms), noncoding (such as 3'UTRs or splice sites), or expression quantitative trait loci (eQTLs; indicating that a SNP genotype is associated with the transcript abundance level of a gene). We found that the chemotherapeutic drug susceptibility-associated SNPs are more likely to be eQTLs, and, in fact, more likely to be associated with the transcriptional expression level of multiple genes (n > or = 10) as potential master regulators, than a random set of SNPs in the genome, conditional on minor allele frequency. Furthermore, we observed that this enrichment compared with random expectation is not present for other traditionally important coding and noncoding SNP functional categories. This research therefore has significant implications as a general approach for the identification of genetic predictors of drug response and provides important insights into the likely function of SNPs identified in GWAS analysis of pharmacologic studies.

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Year:  2010        PMID: 20442332      PMCID: PMC2889115          DOI: 10.1073/pnas.1001827107

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  33 in total

1.  Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.

Authors:  Lucia A Hindorff; Praveen Sethupathy; Heather A Junkins; Erin M Ramos; Jayashri P Mehta; Francis S Collins; Teri A Manolio
Journal:  Proc Natl Acad Sci U S A       Date:  2009-05-27       Impact factor: 11.205

2.  Genetic architecture of transcript-level variation in humans.

Authors:  Shiwei Duan; R Stephanie Huang; Wei Zhang; Wasim K Bleibel; Cheryl A Roe; Tyson A Clark; Tina X Chen; Anthony C Schweitzer; John E Blume; Nancy J Cox; M Eileen Dolan
Journal:  Am J Hum Genet       Date:  2008-04-24       Impact factor: 11.025

3.  Genetic variants contributing to daunorubicin-induced cytotoxicity.

Authors:  R Stephanie Huang; Shiwei Duan; Emily O Kistner; Wasim K Bleibel; Shannon M Delaney; Donna L Fackenthal; Soma Das; M Eileen Dolan
Journal:  Cancer Res       Date:  2008-05-01       Impact factor: 12.701

4.  Genetic variants associated with carboplatin-induced cytotoxicity in cell lines derived from Africans.

Authors:  R Stephanie Huang; Shiwei Duan; Emily O Kistner; Christine M Hartford; M Eileen Dolan
Journal:  Mol Cancer Ther       Date:  2008-09-02       Impact factor: 6.261

5.  UGT1A1*28 genotype and irinotecan-induced neutropenia: dose matters.

Authors:  Janelle M Hoskins; Richard M Goldberg; Pingping Qu; Joseph G Ibrahim; Howard L McLeod
Journal:  J Natl Cancer Inst       Date:  2007-08-28       Impact factor: 13.506

Review 6.  Tamoxifen pharmacogenomics: the role of CYP2D6 as a predictor of drug response.

Authors:  M P Goetz; A Kamal; M M Ames
Journal:  Clin Pharmacol Ther       Date:  2007-09-19       Impact factor: 6.875

7.  Bisphosphonate-related osteonecrosis of the jaw is associated with polymorphisms of the cytochrome P450 CYP2C8 in multiple myeloma: a genome-wide single nucleotide polymorphism analysis.

Authors:  Maria E Sarasquete; Ramon García-Sanz; Luis Marín; Miguel Alcoceba; Maria C Chillón; Ana Balanzategui; Carlos Santamaria; Laura Rosiñol; Javier de la Rubia; Miguel T Hernandez; Inmaculada Garcia-Navarro; Juan J Lahuerta; Marcos González; Jesus F San Miguel
Journal:  Blood       Date:  2008-07-01       Impact factor: 22.113

8.  Population-specific genetic variants important in susceptibility to cytarabine arabinoside cytotoxicity.

Authors:  Christine M Hartford; Shiwei Duan; Shannon M Delaney; Shuangli Mi; Emily O Kistner; Jatinder K Lamba; R Stephanie Huang; M Eileen Dolan
Journal:  Blood       Date:  2008-12-24       Impact factor: 22.113

9.  SLCO1B1 variants and statin-induced myopathy--a genomewide study.

Authors:  E Link; S Parish; J Armitage; L Bowman; S Heath; F Matsuda; I Gut; M Lathrop; R Collins
Journal:  N Engl J Med       Date:  2008-07-23       Impact factor: 91.245

10.  A genome-wide association study confirms VKORC1, CYP2C9, and CYP4F2 as principal genetic determinants of warfarin dose.

Authors:  Fumihiko Takeuchi; Ralph McGinnis; Stephane Bourgeois; Chris Barnes; Niclas Eriksson; Nicole Soranzo; Pamela Whittaker; Venkatesh Ranganath; Vasudev Kumanduri; William McLaren; Lennart Holm; Jonatan Lindh; Anders Rane; Mia Wadelius; Panos Deloukas
Journal:  PLoS Genet       Date:  2009-03-20       Impact factor: 5.917

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  78 in total

Review 1.  Cellular genomics for complex traits.

Authors:  Emmanouil T Dermitzakis
Journal:  Nat Rev Genet       Date:  2012-02-14       Impact factor: 53.242

2.  Functional consequences of PRPF39 on distant genes and cisplatin sensitivity.

Authors:  Amy L Stark; Shannon M Delaney; Heather E Wheeler; Hae Kyung Im; M Eileen Dolan
Journal:  Hum Mol Genet       Date:  2012-07-05       Impact factor: 6.150

Review 3.  The use of genomic information to optimize cancer chemotherapy.

Authors:  Federico Innocenti; Nancy J Cox; M Eileen Dolan
Journal:  Semin Oncol       Date:  2011-04       Impact factor: 4.929

Review 4.  Genetics or environment in drug transport: the case of organic anion transporting polypeptides and adverse drug reactions.

Authors:  John D Clarke; Nathan J Cherrington
Journal:  Expert Opin Drug Metab Toxicol       Date:  2012-01-27       Impact factor: 4.481

5.  Germline polymorphisms discovered via a cell-based, genome-wide approach predict platinum response in head and neck cancers.

Authors:  Dana Ziliak; Peter H O'Donnell; Hae Kyung Im; Eric R Gamazon; Peixian Chen; Shannon Delaney; Sunita Shukla; Soma Das; Nancy J Cox; Everett E Vokes; Ezra E W Cohen; M Eileen Dolan; R Stephanie Huang
Journal:  Transl Res       Date:  2011-02-08       Impact factor: 7.012

Review 6.  Combining genetic and nongenetic biomarkers to realize the promise of pharmacogenomics for inflammatory diseases.

Authors:  Joseph C Maranville; Anna Di Rienzo
Journal:  Pharmacogenomics       Date:  2014       Impact factor: 2.533

Review 7.  Relating human genetic variation to variation in drug responses.

Authors:  Ashraf G Madian; Heather E Wheeler; Richard Baker Jones; M Eileen Dolan
Journal:  Trends Genet       Date:  2012-07-26       Impact factor: 11.639

8.  PACSIN2 polymorphism influences TPMT activity and mercaptopurine-related gastrointestinal toxicity.

Authors:  Gabriele Stocco; Wenjian Yang; Kristine R Crews; William E Thierfelder; Giuliana Decorti; Margherita Londero; Raffaella Franca; Marco Rabusin; Maria Grazia Valsecchi; Deqing Pei; Cheng Cheng; Steven W Paugh; Laura B Ramsey; Barthelemy Diouf; Joseph Robert McCorkle; Terreia S Jones; Ching-Hon Pui; Mary V Relling; William E Evans
Journal:  Hum Mol Genet       Date:  2012-07-30       Impact factor: 6.150

9.  Comprehensive genetic analysis of cytarabine sensitivity in a cell-based model identifies polymorphisms associated with outcome in AML patients.

Authors:  Eric R Gamazon; Jatinder K Lamba; Stanley Pounds; Amy L Stark; Heather E Wheeler; Xueyuan Cao; Hae K Im; Amit K Mitra; Jeffrey E Rubnitz; Raul C Ribeiro; Susana Raimondi; Dario Campana; Kristine R Crews; Shan S Wong; Marleen Welsh; Imge Hulur; Lidija Gorsic; Christine M Hartford; Wei Zhang; Nancy J Cox; M Eileen Dolan
Journal:  Blood       Date:  2013-03-28       Impact factor: 22.113

10.  Genome-wide approaches in pharmacogenomics: heritability estimation and pharmacoethnicity as primary challenges.

Authors:  Eric R Gamazon; Minoli Perera
Journal:  Pharmacogenomics       Date:  2012-07       Impact factor: 2.533

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