Home LiteratureArticle Details
PMID: 24136381 Published · ppublish English Journal Article Review

Clinical implementation of germ line cancer pharmacogenetic variants during the next-generation sequencing era.

Clinical pharmacology and therapeutics ·Vol. 95 ·No. 3 ·2014-03-00 ·Pages 269-80

Gillis NK, Patel JN, Innocenti F

Abstract

More than 100 medications approved by the US Food and Drug Administration include pharmacogenetic biomarkers in the drug label, many with cancer indications referencing germ line DNA variations. With the advent of next-generation sequencing (NGS) and its rapidly increasing uptake into cancer research and clinical practice, an enormous amount of data to inform documented gene-drug associations will be collected that must be exploited to optimize patient benefit. This review focuses on the implementation of germ line cancer pharmacogenetics in clinical practice. Specifically, it discusses the importance of germ line variation in cancer and the role of NGS in pharmacogenetic discovery and implementation. In the context of a scenario in which massive amounts of NGS-based genetic information will be increasingly available to health stakeholders, this review explores the ongoing debate regarding the threshold of evidence necessary for implementation, provides an overview of recommendations in cancer by professional organizations and regulatory bodies, and discusses limitations of current guidelines and strategies to improve third-party coverage.

MeSH Terms
Biomarkers Cost-Benefit Analysis Evidence-Based Medicine Government Agencies High-Throughput Nucleotide Sequencing/trends Humans Insurance, Health Neoplasms, Germ Cell and Embryonal/drug therapy,genetics Pharmacogenetics/trends
Chemicals
Biomarkers
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Gillis N K
Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, Center for Pharmacogenomics and Individualized Therapy, University of North Carolina, Chapel Hill, North Carolina, USA.
Patel J N
1] Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, Center for Pharmacogenomics and Individualized Therapy, University of North Carolina, Chapel Hill, North Carolina, USA [2] Levine Cancer Institute, Carolinas HealthCare System, Charlotte, North Carolina, USA.
Innocenti F
1] Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, Center for Pharmacogenomics and Individualized Therapy, University of North Carolina, Chapel Hill, North Carolina, USA [2] Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
References (64)
64 references, click to expand
  1. Rectal cancer.
    J Natl Compr Canc Netw. 2012 Dec 1;10(12):1528-64 PMID: 23221790
  2. Role of genetic and nongenetic factors for fluorouracil treatment-related severe toxicity: a prospective clinical trial by the German 5-FU Toxicity Study Group.
    J Clin Oncol. 2008 May 1;26(13):2131-8 PMID: 18299612
  3. Mercaptopurine therapy intolerance and heterozygosity at the thiopurine S-methyltransferase gene locus.
    J Natl Cancer Inst. 1999 Dec 1;91(23):2001-8 PMID: 10580024
  4. Pharmacogenetics: from bench to byte.
    Clin Pharmacol Ther. 2008 May;83(5):781-7 PMID: 18253145
  5. Germline genetic variation, cancer outcome, and pharmacogenetics.
    J Clin Oncol. 2010 Sep 10;28(26):4029-37 PMID: 20679599
  6. Association of cyclophosphamide drug-metabolizing enzyme polymorphisms and chemotherapy-related ovarian failure in breast cancer survivors.
    Fertil Steril. 2010 Jul;94(2):645-54 PMID: 19376514
  7. Crizotinib versus chemotherapy in advanced ALK-positive lung cancer.
    N Engl J Med. 2013 Jun 20;368(25):2385-94 PMID: 23724913
  8. Building the evidence base for decision making in cancer genomic medicine using comparative effectiveness research.
    Genet Med. 2012 Jul;14(7):633-42 PMID: 22516979
  9. Clinical pharmacogenetics implementation consortium guidelines for thiopurine methyltransferase genotype and thiopurine dosing: 2013 update.
    Clin Pharmacol Ther. 2013 Apr;93(4):324-5 PMID: 23422873
  10. Economic opportunities and challenges for pharmacogenomics.
    Annu Rev Pharmacol Toxicol. 2010;50:423-37 PMID: 20055709
  11. Adoption of pharmacogenomic testing by US physicians: results of a nationwide survey.
    Clin Pharmacol Ther. 2012 Mar;91(3):450-8 PMID: 22278335
  12. Thymidylate synthase gene polymorphism determines response and toxicity of 5-FU chemotherapy.
    Pharmacogenomics J. 2001;1(1):65-70 PMID: 11913730
  13. Association of genetic variation in tamoxifen-metabolizing enzymes with overall survival and recurrence of disease in breast cancer patients.
    Breast Cancer Res Treat. 2005 Jun;91(3):249-58 PMID: 15952058
  14. ASCO 2006 update of recommendations for the use of tumor markers in gastrointestinal cancer.
    J Clin Oncol. 2006 Nov 20;24(33):5313-27 PMID: 17060676
  15. Comparative effectiveness research and personalized medicine: catalyzing or colliding?
    Pharmacoeconomics. 2010;28(10):905-13 PMID: 20831298
  16. Germline pharmacogenomics in oncology: decoding the patient for targeting therapy.
    Mol Oncol. 2012 Apr;6(2):251-9 PMID: 22321460
  17. Development and use of active clinical decision support for preemptive pharmacogenomics.
    J Am Med Inform Assoc. 2014 Feb;21(e1):e93-9 PMID: 23978487
  18. Overcoming implementation challenges of personalized cancer therapy.
    Nat Rev Clin Oncol. 2012 Sep;9(9):542-8 PMID: 22850751
  19. An integrated map of genetic variation from 1,092 human genomes.
    Nature. 2012 Nov 1;491(7422):56-65 PMID: 23128226
  20. Hallmarks of cancer: the next generation.
    Cell. 2011 Mar 4;144(5):646-74 PMID: 21376230
  21. Potential of adaptive clinical trial designs in pharmacogenetic research.
    Pharmacogenomics. 2012 Apr;13(5):571-8 PMID: 22462749
  22. The eMERGE Network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies.
    BMC Med Genomics. 2011 Jan 26;4:13 PMID: 21269473
  23. Cost effectiveness of pharmacogenomics: a critical and systematic review.
    Pharmacoeconomics. 2010;28(11):1001-13 PMID: 20936884
  24. Pharmacogenetics and cancer therapy.
    Nat Rev Cancer. 2001 Nov;1(2):99-108 PMID: 11905809
  25. Diagnostic cancer genome sequencing and the contribution of germline variants.
    Science. 2013 Mar 29;339(6127):1559-62 PMID: 23539595
  26. Scientific challenges and implementation barriers to translation of pharmacogenomics in clinical practice.
    ISRN Pharmacol. 2013;2013:641089 PMID: 23533802
  27. Pharmacogenetics: from bench to byte--an update of guidelines.
    Clin Pharmacol Ther. 2011 May;89(5):662-73 PMID: 21412232
  28. Using germline genomics to individualize pediatric cancer treatments.
    Clin Cancer Res. 2012 May 15;18(10):2791-800 PMID: 22589487
  29. Pharmacogenetics of acute azathioprine toxicity: relationship to thiopurine methyltransferase genetic polymorphism.
    Clin Pharmacol Ther. 1989 Aug;46(2):149-54 PMID: 2758725
  30. Cost-effectiveness of the 21-gene assay for guiding adjuvant chemotherapy decisions in early breast cancer.
    Value Health. 2013 Jul-Aug;16(5):729-39 PMID: 23947965
  31. Improved survival with vemurafenib in melanoma with BRAF V600E mutation.
    N Engl J Med. 2011 Jun 30;364(26):2507-16 PMID: 21639808
  32. Clinical Pharmacogenetics Implementation Consortium guidelines for thiopurine methyltransferase genotype and thiopurine dosing.
    Clin Pharmacol Ther. 2011 Mar;89(3):387-91 PMID: 21270794
  33. Acute lymphoblastic leukemia.
    J Natl Compr Canc Netw. 2012 Jul 1;10(7):858-914 PMID: 22773801
  34. Can knowledge of germline markers of toxicity optimize dosing and efficacy of cancer therapy?
    Biomark Med. 2012 Jun;6(3):349-62 PMID: 22731909
  35. Genomic testing: the clinical laboratory perspective.
    Clin Pharmacol Ther. 2013 Aug;94(2):190-2 PMID: 23872833
  36. Breast cancer, version 3.2013: featured updates to the NCCN guidelines.
    J Natl Compr Canc Netw. 2013 Jul;11(7):753-60; quiz 761 PMID: 23847214
  37. Non-Hodgkin's Lymphomas, version 3.2012.
    J Natl Compr Canc Netw. 2012 Dec 1;10(12):1487-98 PMID: 23221787
  38. Genotype-driven phase I study of irinotecan administered in combination with fluorouracil/leucovorin in patients with metastatic colorectal cancer.
    J Clin Oncol. 2010 Feb 10;28(5):866-71 PMID: 20038727
  39. Recommendations from the EGAPP Working Group: can UGT1A1 genotyping reduce morbidity and mortality in patients with metastatic colorectal cancer treated with irinotecan?
    Genet Med. 2009 Jan;11(1):15-20 PMID: 19125128
  40. Thiopurine methyltransferase in acute lymphoblastic leukemia.
    Blood. 2006 Jan 15;107(2):843-4 PMID: 16401827
  41. CPIC: Clinical Pharmacogenetics Implementation Consortium of the Pharmacogenomics Research Network.
    Clin Pharmacol Ther. 2011 Mar;89(3):464-7 PMID: 21270786
  42. Phenotype-genotype correlation of in vitro SN-38 (active metabolite of irinotecan) and bilirubin glucuronidation in human liver tissue with UGT1A1 promoter polymorphism.
    Clin Pharmacol Ther. 1999 May;65(5):576-82 PMID: 10340924
  43. Improving the efficiency and relevance of evidence-based recommendations in the era of whole-genome sequencing: an EGAPP methods update.
    Genet Med. 2013 Jan;15(1):14-24 PMID: 22955111
  44. Association of drug metabolism gene polymorphisms with toxicities, graft-versus-host disease and survival after HLA-identical sibling hematopoietic stem cell transplantation for patients with leukemia.
    Leukemia. 2009 Mar;23(3):545-56 PMID: 19005482
  45. Metastatic colon cancer, version 3.2013: featured updates to the NCCN Guidelines.
    J Natl Compr Canc Netw. 2013 Feb 1;11(2):141-52; quiz 152 PMID: 23411381
  46. American Society of Clinical Oncology policy statement update: genetic and genomic testing for cancer susceptibility.
    J Clin Oncol. 2010 Feb 10;28(5):893-901 PMID: 20065170
  47. Rare versus common variants in pharmacogenetics: SLCO1B1 variation and methotrexate disposition.
    Genome Res. 2012 Jan;22(1):1-8 PMID: 22147369
  48. Pharmacogenomics: translating functional genomics into rational therapeutics.
    Science. 1999 Oct 15;286(5439):487-91 PMID: 10521338
  49. Symptom control and quality of life in LUX-Lung 3: a phase III study of afatinib or cisplatin/pemetrexed in patients with advanced lung adenocarcinoma with EGFR mutations.
    J Clin Oncol. 2013 Sep 20;31(27):3342-50 PMID: 23816967
  50. Implementing personalized cancer genomics in clinical trials.
    Nat Rev Drug Discov. 2013 May;12(5):358-69 PMID: 23629504
  51. Cost-effectiveness analysis of screening for KRAS and BRAF mutations in metastatic colorectal cancer.
    J Natl Cancer Inst. 2012 Dec 5;104(23):1785-95 PMID: 23197490
  52. Thiopurine methyltransferase genotype predicts therapy-limiting severe toxicity from azathioprine.
    Ann Intern Med. 1998 Nov 1;129(9):716-8 PMID: 9841604
  53. Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2.
    N Engl J Med. 2001 Mar 15;344(11):783-92 PMID: 11248153
  54. Clinical application of pharmacogenetics.
    Trends Mol Med. 2001 May;7(5):201-4 PMID: 11325631
  55. A strong candidate for the breast and ovarian cancer susceptibility gene BRCA1.
    Science. 1994 Oct 7;266(5182):66-71 PMID: 7545954
  56. Cancer pharmacogenomics: early promise, but concerted effort needed.
    Science. 2013 Mar 29;339(6127):1563-6 PMID: 23539596
  57. Genetic variants in the UDP-glucuronosyltransferase 1A1 gene predict the risk of severe neutropenia of irinotecan.
    J Clin Oncol. 2004 Apr 15;22(8):1382-8 PMID: 15007088
  58. A genome-wide association study of overall survival in pancreatic cancer patients treated with gemcitabine in CALGB 80303.
    Clin Cancer Res. 2012 Jan 15;18(2):577-84 PMID: 22142827
  59. Molecular origins of cancer: Molecular basis of colorectal cancer.
    N Engl J Med. 2009 Dec 17;361(25):2449-60 PMID: 20018966
  60. A critical review of the role of Fc gamma receptor polymorphisms in the response to monoclonal antibodies in cancer.
    J Hematol Oncol. 2013 Jan 04;6:1 PMID: 23286345
  61. Erlotinib versus standard chemotherapy as first-line treatment for European patients with advanced EGFR mutation-positive non-small-cell lung cancer (EURTAC): a multicentre, open-label, randomised phase 3 trial.
    Lancet Oncol. 2012 Mar;13(3):239-46 PMID: 22285168
  62. Polymorphisms in the thymidylate synthase and dihydropyrimidine dehydrogenase genes predict response and toxicity to capecitabine-raltitrexed in colorectal cancer.
    Oncol Rep. 2007 Feb;17(2):325-8 PMID: 17203168
  63. Genome-wide interrogation of germline genetic variation associated with treatment response in childhood acute lymphoblastic leukemia.
    JAMA. 2009 Jan 28;301(4):393-403 PMID: 19176441
  64. Pharmacogenomics in early-phase oncology clinical trials: is there a sweet spot in phase II?
    Clin Cancer Res. 2012 May 15;18(10):2809-16 PMID: 22427349
Article Info
Journal
Clinical pharmacology and therapeutics
Abbr.
Clin Pharmacol Ther
ISSN
1532-6535
Published
2014-03-00
Epub
2013-00-17
Pages
269-80
Language
English
Region
United States
NLM ID
0372741
PMCID
PMC4128332
Subset
IM
Grants
NCI NIH HHS · K07 CA140390 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]