Key Points
-
The application of genetic, genomic and proteomic technologies to the development of in vitro molecular diagnostics provides many opportunities for improving choice of therapy and the prediction of drug response.
-
The first examples of in vitro diagnostics designed to aid therapeutic decisions are making their way towards regulatory approval and routine use in the clinic, and this article reviews some of the relative strengths and limitations of the most widely used technologies and platforms for such diagnostics.
-
The following assay formats and platforms, which are commonly used and currently automated, or that have near-term automation potential, are described: assays using TaqMan probes, assays using hybridization probes, assays using Invader probes, bead-based multiplex genotyping, and high-density microarrays for genotyping.
Abstract
Rapid advances in the understanding of genomic variation affecting drug responses, and the development of multiplex assay technologies, are converging to form the basis for new in vitro diagnostic assays. These molecular diagnostic assays are expected to guide the therapeutic treatment of many diseases, by informing physicians about molecular subtypes of disease that require differential treatment, which drug has the greatest probability of effectively managing the disease, and which individual patients are at the highest risk of experiencing adverse reactions to a given drug therapy. This article reviews some of the relative strengths and limitations of the most widely used technologies and platforms for such assays.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Weinshilboum, R. Inheritance and drug response. N. Engl. J. Med. 348, 529–537 (2003).
Evans, W. E. & Relling, M. V. Moving towards individualized medicine with pharmacogenomics. Nature 429, 464–468 (2004).
Ingelman–Sundberg, M., Oscarson, M. & McLellan, R. A. Polymorphic human cytochrome P450 enzymes: an opportunity for individualized drug treatment. Trends Pharmacol. Sci. 20, 342–349 (1999).
Goldstein, J. A. Clinical relevance of genetic polymorphisms in the human CYP2C subfamily. Br. J. Clin. Pharmacol. 52, 349–355 (2001).
Desta, Z., Zhao, X., Shin, J. G. & Flockhart, D. A. Clinical significance of the cytochrome P450 2C19 genetic polymorphism. Clin. Pharmacokinet. 41, 913–958 (2002).
Levy, G. N. & Weber, W. W. in Interindividual Variability in Human Drug Metabolism (ed. Pacifici, G. M. & Pelkonen, O.) 333–357 (Taylor and Francis, London and New York, 2001).
Weinshilboum, R. M., Otterness, D. M. & Szumlanski, C. L. Methylation pharmacogenetics: catechol O-methyltransferase, thiopurine methyltransferase, and histamine N-methyltransferase. Annu. Rev. Pharmacol. Toxicol. 39, 19–52 (1999).
Townsend, D. & Tew, K. Cancer drugs, genetic variation and the glutathione-S–transferase gene family. Am. J. Pharmacogenomics 3, 157–172 (2003).
Cascorbi, I. Pharmacogenetics of cytochrome p4502D6: genetic background and clinical implication. Eur. J. Clin. Invest. 33 (Suppl. 2), 17–22 (2003).
Dracopoli, N. C. Pharmacogenomic applications in clinical drug development. Cancer Chemother. Pharmacol. 52 (Suppl 1), S57–S60 (2003).
Ross, J. S. et. al. Pharmacogenomics. Adv. Anat. Pathol. 11, 211–220 (2004).
Holleman, A. et. al. Gene-expression patterns in drug resistant acute lymphoblastic leukemia cells and response to treatment. N. Engl. J. Med. 351, 533–542 (2004).
Newton, C. R. et. al. Analysis of any point mutation in DNA. The amplification refractory mutation system (ARMS). Nucleic Acids Res. 17, 2503–2516 (1989).
Holland, P. M., Abramson, R. D., Watson, R. & Gelfand, D. H. Detection of specific polymerase chain reaction product by utilizing the 5′—-—3′ exonuclease activity of Thermus aquaticus DNA polymerase. Proc. Natl Acad. Sci. USA 88, 7276–7280 (1991). This paper describes the principles of the Taqman homogeneous PCR detection format.
Lyamichev, V. et. al. Polymorphism identification and quantitative detection of genomic DNA by invasive cleavage of oligonucleotide probes. Nature Biotechnol. 17, 292–296 (1999).
Syvanen, A. C., Aalto-Setala, K., Harju, L., Kontula, K. & Soderlund, H. A primer-guided nucleotide incorporation assay in the genotyping of apolipoprotein E. Genomics 8, 684–692 (1990). This study reports development of a primer extension extension for genotyping.
Barany, F. Genetic disease detection and DNA amplification using cloned thermostable ligase. Proc. Natl Acad. Sci. USA 88, 189–193 (1991).
Fan, J. B. et. al. Parallel genotyping of human SNPs using generic high–density oligonucleotide tag arrays. Genome Res. 10, 853–860 (2000).
Haff, L. A. & Smirnov, I. P. Single-nucleotide polymorphism identification assays using a thermostable DNA polymerase and delayed extraction MALDI–TOF mass spectrometry. Genome Res. 7, 378–388 (1997).
Bugawan, T. L., Apple, R. & Erlich, H. A. A method for typing polymorphism at the HLA-A locus using PCR amplification and immobilized oligonucleotide probes. Tissue Antigens 44, 137–147 (1994).
Cronin, M. T. et al. Cystic fibrosis mutation detection by hybridization to light-generated DNA probe arrays. Hum Mutat. 7, 244–255 (1996). This report is one of the first to describe the use of high-density oligonucleotide microarrays for multiplex genotyping large numbers of polymorphisms.
Armstrong, B., Stewart, M. & Mazumder, A. Suspension arrays for high throughput, multiplexed single nucleotide polymorphism genotyping. Cytometry 40, 102–108 (2000). This paper describes development of a bead-based multiplex genotyping assay.
Murphy, G. M. Jr et al. CYP2D6 genotyping with oligonucleotide microarrays and nortriptyline concentrations in geriatric depression. Neuropsychopharmacology 25, 737–743 (2001).
Chou, W. H. et. al. Comparison of two CYP2D6 genotyping methods and assessment of genotype–phenotype relationships. Clin Chem. 49, 542–551 (2003).
Schena, M. et al. Parallel human genome analysis: microarray-based expression monitoring of 1000 genes. Proc. Natl Acad. Sci. USA 93, 10614–10619 (1996). This is one of the first uses of microarrays to assess differential gene expression of hundreds of human genes in parallel.
DeRisi, J. et. al. Use of a cDNA microarray to analyse gene expression patterns in human cancer. Nature Genet. 14, 457–460 (1996). This was the first report of the use of microarrays to examine differential gene expression in cancer.
Scherf, U. et. al. A gene expression database for the molecular pharmacology of cancer. Nature Genet. 24, 236–244 (2000).
Liotta, L. & Petricoin, E. Molecular profiling of human cancer. Nature Rev. Genet. 1, 48–56 (2000).
Goldstein, J. A. & Blaisdell, J. Genetic tests which identify the principal defects in CYP2C19 responsible for the polymorphism in mephenytoin metabolism. Methods Enzymol. 272, 210–218 (1996).
Claassen, J. D., Pascoe, N., Schatzberg, A. F. & Murphy, G. M. Jr. Rapid detection of the C-1496G polymorphism in the CYP2D6*2 allele. Clin. Chem. 47, 2153–2155 (2001).
Higuchi, R., Dollinger, G., Walsh, P. S. & Griffith, R. Simultaneous amplification and detection of specific DNA sequences. Biotechnology NY 10, 413–417 (1992). This paper was the first to describe a method for homogeneous fluorescence-based detection of PCR reaction products.
Schneeberger, C., Speiser, P., Kury, F. & Zeillinger, R. Quantitative detection of reverse transcriptase–PCR products by means of a novel and sensitive DNA stain. PCR Methods Appl. 4, 234–238 (1995).
Livak, K. J. Allelic discrimination using fluorogenic probes and the 5′ nuclease assay. Genet Anal. 14, 143–149 (1999).
Aithal, G. P., Day, C. P., Kesteven, P. J. & Daly, A. K. Association of polymorphisms in the cytochrome P450 CYP2C9 with warfarin dose requirement and risk of bleeding complications. Lancet 353, 717–719 (1999).
Teupser, D., Rupprecht, W., Lohse, P. & Thiery, J. Fluorescence-based detection of the CETP TaqIB polymorphism: false positives with the TaqMan-based exonuclease assay attributable to a previously unknown gene variant. Clin Chem. 47, 852–857 (2001).
Lay, M. J. & Wittwer, C. T. Real-time fluorescence genotyping of factor V Leiden during rapid-cycle PCR. Clin Chem. 43, 2262–2267 (1997). This paper describes the use of hybridization probes to genotype a common genetic variant.
Bernard, P. S., Ajioka, R. S., Kushner, J. P. & Wittwer, C. T. Homogeneous multiplex genotyping of hemochromatosis mutations with fluorescent hybridization probes. Am. J. Pathol. 153, 1055–1061 (1998).
Burian, M., Grosch, S., Tegeder, I. & Geisslinger, G. Validation of a new fluorogenic real-time PCR assay for detection of CYP2C9 allelic variants and CYP2C9 allelic distribution in a German population. Br. J. Clin. Pharmacol. 54, 518–521 (2002).
Wikman, H. et al. Relevance of N-acetyltransferase 1 and 2 (NAT1, NAT2) genetic polymorphisms in non-small cell lung cancer susceptibility. Pharmacogenetics 11, 157–168 (2001).
Wusk, B. et al. Thiopurine S-methyltransferase polymorphisms: efficient screening method for patients considering taking thiopurine drugs. Eur. J. Clin. Pharmacol. 60, 5–10 (2004).
Warshawsky, I. et al. Detection of a novel point mutation of the prothrombin gene at position 20209. Diagn. Mol. Pathol. 11, 152–156 (2002).
Tag, C. G., Gressner, A. M. & Weiskirchen, R. An unusual melting curve profile in LightCycler multiplex genotyping of the hemochromatosis H63D/C282Y gene mutations. Clin. Biochem. 34, 511–515 (2001).
Emanuel, P. A. et al. Detection of Francisella tularensis within infected mouse tissues by using a hand-held PCR thermocycler. J. Clin. Microbiol. 41, 689–693 (2003).
Kwiatkowski, R. W., Lyamichev, V., de Arruda, M. & Neri, B. Clinical, genetic, and pharmacogenetic applications of the Invader assay. Mol. Diagn. 4, 353–364 (1999).
de Arruda, M. et al. Invader technology for DNA and RNA analysis: principles and applications. Expert Rev. Mol. Diagn. 2, 487–496 (2002).
Nevilie, M. et al. Characterization of cytochrome P450 2D6 alleles using the Invader system. Biotechniques. 34 (Suppl.), 40–43 (2002).
Saiki, R. K., Bugawan, T. L., Horn, G. T., Mullis, K. B. & Erlich, H. A. Analysis of enzymatically amplified β-globin and HLA-DQα DNA with allele-specific oligonucleotide probes. Nature 324, 163–166 (1986). This was the first use of PCR together with allele specific probes to genotype a human gene variant.
Ye, F. et al. Fluorescent microsphere-based readout technology for multiplexed human single nucleotide polymorphism analysis and bacterial identification. Hum. Mutat. 17, 305–316 (2001).
Gilles, P. N., Wu, D. J., Foster, C. B., Dillon, P. J. & Chanock, S. J. Single nucleotide polymorphic discrimination by an electronic dot blot assay on semiconductor microchips. Nature Biotechnol. 17, 365–370 (1999).
Lipshutz, R. J., Fodor, S. P., Gingeras, T. R. & Lockhart, D. J. High density synthetic oligonucleotide arrays. Nature Genet. 21 (Suppl. 1), 20–24 (1999).
Taylor, J. D. et al. Flow cytometric platform for high-throughput single nucleotide polymorphism analysis. Biotechniques 30, 661–666, 668–669 (2001).
Matsuzaki, H. et al. Parallel genotyping of over 10,000 SNPs using a one-primer assay on a high-density oligonucleotide array. Genome Res. 14, 414–425 (2004).
Kennedy, G. C. et al. Large-scale genotyping of complex DNA. Nature Biotechnol. 21, 1233–1237 (2003).
Patil, N. et al. Blocks of limited haplotype diversity revealed by high-resolution scanning of human chromosome 21. Science 294, 1719–1723 (2001). This paper describes the use of high-density oligonucleotide micoarrays to genotype across an entire chromosome.
Koch, W. H. in Clinical Pharmacogenomics (eds Wong, S. H., Linder, M. W. & Valdes, R.) (in the press).
Sebastian, J. & Faruki, H. Update on HIV resistance and resistance testing. Med. Res. Rev. 24, 115–125 (2004).
Soussi, T. & Beroud, C. Assessing TP53 status in human tumours to evaluate clinical outcome. Nature Rev. Cancer 1, 233–240 (2001).
Woods, Y. L. & Lane, D. P. Exploiting the p53 pathway for cancer diagnosis and therapy. Hematol. J. 4, 233–247 (2003).
Petersen, S., Thames, H. D., Nieder, C., Petersen, C. & Baumann, M. The results of colorectal cancer treatment by p53 status: treatment-specific overview. Dis. Colon Rectum 44, 322–333 (2001).
Vassilev, L. T. et al. In vivo activation of the p53 pathway by small-molecule antagonists of MDM2. Science 303, 844–848 (2004).
Yager, T. D. et al. High performance DNA sequencing, and the detection of mutations and polymorphisms, on the Clipper sequencer. Electrophoresis 20, 1280–1300 (1999).
Bharaj, B. S., Angelopoulou, K. & Diamandis, E. P. Rapid sequencing of the p53 gene with a new automated DNA sequencer. Clin. Chem. 44, 1397–1403 (1998).
Kozal, M. J. et al. Extensive polymorphisms observed in HIV-1 clade B protease gene using high-density oligonucleotide arrays. Nature Med. 2, 753–759 (1996).
Takahashi, Y. et al. Clinical application of oligonucleotide probe array for full-length gene sequencing of TP53 in colon cancer. Oncology 64, 54–60 (2003).
Wen, W. H. et al. Comparison of TP53 mutations identified by oligonucleotide microarray and conventional DNA sequence analysis. Cancer Res. 60, 2716–2722 (2000).
The Tumor Analysis Best Practices Working Group. Expression Profiling — best practices for data generation and interpretation in clinical trials. Nature Rev. Genet. 5, 229–237 (2004).
Parmigiani, G., Garrett, E., Irizarry, R. & Zeger, S. in The Analysis of Gene Expression Data, (eds Parmigiani, G., Garrett, E., Irizarry, R. & Zeger, S.) 1–45 (Springer, New York, 2003).
Lynch, T. J. et al. Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. N. Engl J. Med. 350, 2129–2139 (2004).
Paez, J. G. et al. EGFR mutations in lung cancer: correlation with clinical response to gefitinib therapy. Science 304, 1497–1500 (2004).
Ross, M. E. et al. Classification of pediatric acute lymphoblastic leukemia by gene expression profiling. Blood 102, 2951–2959 (2003).
Haferlach, T. et al. Gene expression profiling as a tool for the diagnosis of acute leukemias. Semin. Hematol. 40, 281–295 (2003).
Boyer, J., Maxwell, P. J., Longley, D. B. & Johnston, P. G. 5-Fluorouracil: identification of novel downstream mediators of tumor response. Anticancer Res. 24, 417–423 (2004).
Chang, J. C. et al. Gene expression profiling for the prediction of therapeutic response to docetaxel in patients with breast cancer. Lancet 362, 362–369 (2003).
Ma, X. J. et al. A two-gene expression ratio predicts clinical outcome in breast cancer patients treated with tamoxifen. Cancer Cell 5, 607–616 (2004).
US Department of Health and Human Services Food and Drug Administration, Center for Drug Evaluation and Research, Center for Biologics Evaluation and Research & Center for Devices and Radiological Health. 'Draft' Guidance for Industry: Pharmacogenomics Data Submissions. (November, 2003).
Bradford, L. D. CYP2D6 allele frequency in European Caucasians, Asians, Africans and their descendants. Pharmacogenomics 3, 229–243 (2002).
Kimura, S., Umeno, M., Skoda, R. C., Meyer, U. A. & Gonzalez, F. J. The human debrisoquine 4-hydroxylase (CYP2D) locus: sequence and identification of the polymorphic CYP2D6 gene, a related gene, and a pseudogene. Am. J. Hum. Genet. 45, 889–904 (1989).
Heim, M. H. & Meyer, U. A. Evolution of a highly polymorphic human cytochrome P450 gene cluster: CYP2D6. Genomics 14, 49–58 (1992).
Ingelman–Sundberg, M. Pharmacogenetics of cytochrome P450 and its applications in drug therapy: the past, present and future. Trends Pharmacol. Sci. 25, 193–200 (2004)
Sachse, C., Brockmoller, J., Bauer, S. & Roots, I. Cytochrome P450 2D6 variants in a Caucasian population: allele frequencies and phenotypic consequences. Am. J. Hum. Genet. 60, 284–295 (1997).
Steen, V. M. et al. Detection of the poor metabolizer-associated CYP2D6(D) gene deletion allele by long-PCR technology. Pharmacogenetics 5, 215–223 (1995).
Lovlie, R., Daly, A. K., Molven, A., Idle, J. R. & Steen, V. M. Ultrarapid metabolizers of debrisoquine: characterization and PCR-based detection of alleles with duplication of the CYP2D6 gene. FEBS Lett. 392, 30–34 (1996).
Ahrendt, S. A. et al. Rapid p53 sequence analysis in primary lung cancer using an oligonucleotide probe array. Proc. Natl Acad. Sci. USA 96, 7382–7387 (1999).
Acknowledgements
The author wishes to thank J. Flanagan for assistance in preparing this manuscript, and G. Beer for providing CYP2C9 four-colour genotyping results.
Author information
Authors and Affiliations
Ethics declarations
Competing interests
W.K. is employed by Roche Diagnostics and is engaged in the research and development of pharmagenomics assays.
Related links
Related links
DATABASES
Entrez Gene
National Cancer Institute Cancer Topics
FURTHER INFORMATION
Guidance for Industry: Pharmacogenomics Data Submissions
Glossary
- SINGLE-NUCLEOTIDE POLYMORPHISM
-
A substitution of one base pair at a given position in genomic DNA.
- CAPILLARY ELECTROPHORESIS
-
An adaptation of traditional slab gel electrophoresis to a capillary format.
- MALDI-TOF MASS SPECTROMETRY
-
A technique that enables mass spectrometric analyses of biomolecules including proteins and nucleic acids.
- PSEUDOGENE
-
DNA sequence similar to a homologue normal gene but that seems to have no function.
Rights and permissions
About this article
Cite this article
Koch, W. Technology platforms for pharmacogenomic diagnostic assays. Nat Rev Drug Discov 3, 749–761 (2004). https://doi.org/10.1038/nrd1496
Issue Date:
DOI: https://doi.org/10.1038/nrd1496
This article is cited by
-
Global genetic variation of select opiate metabolism genes in self-reported healthy individuals
The Pharmacogenomics Journal (2018)
-
Full-gene haplotypes refine CYP2D6 metabolizer phenotype inferences
International Journal of Legal Medicine (2018)
-
An Investigation of CYP2D6 Genotype and Response to Metoprolol CR/XL During Dose Titration in Patients With Heart Failure: A MERIT-HF Substudy
Clinical Pharmacology & Therapeutics (2014)
-
Vemurafenib: the first drug approved for BRAF-mutant cancer
Nature Reviews Drug Discovery (2012)
-
Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma
Nature (2010)