320 likes | 428 Views
Clinical perspective on pharmacogenetic labeling. Some drugs have such a wide therapeutic range that individualizing the dose is not important. Predicated upon the assumption that getting the right dose of the drug for this disease is important.
E N D
Some drugs have such a wide therapeutic range that individualizing the dose is not important
Predicated upon the assumption that getting the right dose of the drug for this disease is important • Probability of response and/or adverse effects related to drug dosing • Titrating drug dose to response is not an optimal approach • Disease too serious to risk period of under-tx • Adverse effects too serious to risk them • Response or adverse effects are delayed or too difficult to monitor
Phenotypes in ALL • All: myelosuppression • VCR: peripheral neuropathy • Prednisone: avascular necrosis • MTX: Delayed neurotoxicity • Cyclophosphamide: sterility, obesity, growth • All: Cure vs relapse • Etoposide: 2nd tumors onset
Decision-Making • What do I want to know? • How sure do I need to be? • What am I willing to assume?
What do I want to know? • Do specific genetic polymorphisms influence the probability of response or adverse effects? • A general effect of genetics on drug response, without any target genes ID’d, unlikely to be of use for individual prescribing
What do I want to know? • How do polymorphisms affect drug response? (change absorption, metabolism, excretion, distribution, or pdy of the drug) • Tell me this info in the context of other info on factors that affect probability of response/adverse effects (e.g. if metabolism is subject to polymorphism plus other metabolized-drugs on board….)
What do I want to know? • Tell me what doses/routes were tested • Low doses/long exposures don’t saturate enzymes • Hepatic metabolism may be more relevant for oral or prolonged exposures (e.g. MTX, teniposide)
What am I willing to assume? In vitro, preclinical data can be helpful…. • Enzymes saturate: There will likely be competition, and thus possible saturation, if > 1 drug share the same gene products (e.g. low CYP3A activity might be more problematic in a pt taking > 1 CYP3A-substrate/drug than in a pt taking 1 CYP3A-substrate/drug---e.g. VCR, erythromycin, azole) • Effects of polymorphisms gleaned from one drug may have relevance for an independent drug that shares the same gene product (e.g. CYP2D6 PM status should be mentioned for ~all CYP2D6 substrates)
Dose recommendations in relation to P450 genotype Drug Average PM EM UM Enzyme dose (mg) Propafenon 450 40% 130% CYP2D6 Amitriptyline 150 50 % 120% -”- Tropisetron 10 30% 130% -”- Nortriptyline 150 50% 140% 230% -”- Metoprolol 100 30% 140% -”- Lansoprazole 40 20% 110% CYP2C19 Omeprazole 40 20% 110% CYP2C19 S-Warfarin 3 20% 130% CYP2C9 Kirchheiner et al., Acta Psyciatr Scand 104: 173-192, 2001.
What do I want to know? • What is the frequency of the specific genotypes in the 3 largest ethnic/racial groups (whites, blacks, Asians)? • AA, homozygous common or wild-type • Aa, heterozygotes • aa, homozygous variant or defective • Could give allele frequencies, but most clinicians won’t be familiar with calculating genotypic frequencies
Hardy-Weinberg P = frequency of wild-type allele(s) Q = frequency of variant allele(s) 1 = p + q P2 = frequency of wild-type genotype Q2 = frequency of variant genotype 2pq = frequency of heterozygote genotype
What is the difference between phenotype and genotype? • Phenotype is the bottom line, but phenotype can be influenced by concurrent drugs, diet etc • DNA is DNA is DNA (except for allogeneic BMT recipients and if source of DNA is tumor) • Genotype has to be studied only once (unless technology changes to capture more variants and pt was originally genotyped as < homoz. Variant) • Genotype more susceptible to false negatives than phenotype
Genotyping Tests (1) • Multiple types of “variant” and “wild-type” alleles exist for every gene • False negatives: A genotyping test can’t reveal any information about areas of the gene not interrogated by the test (e.g. one can only know that the pt is “wild-type” at the loci tested) • Number of false negatives depends on proportion of inactivating variants accounted for by the tested variants (must be disclosed by the test)
Genotyping Tests (2) • If a pt is “heterozygote” at > 1 polymorphic site in a gene, must understand whether those polymorphisms are allelic (and thus the pt is a likely “heterozygote”) or are likely on separate alleles (and thus the pts is homozygous variant)—but the genotyping test should disclose this • False positives: should not be a problem
Some knowledge of genetics/molecular biology helpful… • Heterozygote phenotypes are generally in between those of the 2 homozygote genotypes • Homozygous variant defined by presence of 2 different variant alleles in many cases • Gene duplications are possible and may “offset” a variant allele
Possible Drug Metabolism Phenotypes and Genotypes • Conserved aa substitutions • Promoter/3´-5´SNPs Frequency • Heterozygous deleterious SNPs • Unstable protein • Stop codons • Deletions • Missense SNPs • Splice defects • Gene duplication • Induction Low Enzyme activity/ drug clearance High
Is this too much to expect? • To monitor effects of imatinib, we need to follow t(9;22) • Can be assessed by cytogenetics or FISH or RT-PCR • Presence of G6PD deficiency predisposes to MetHB for several drugs; • Activity affected by concurrent drugs, hematocrit • Hepatic dosing using Child-Pugh scores • Cardiac output vs CVP for pressors
What do I want to know? • Phenotype: • in general how the test is done (with a blood sample, name of the test) • direction (e.g. low activity is associated with the variant allele and with greater risk of adverse effects) • what interferes with test • Genotype: • estimate of the number of inactivating variants • their approximate frequencies • proportion of phenotype accounted for by the genotypes (e.g. the *5, *19, and *22 inactive/variant alleles account for 85%, 92%, and 90% of low-activity alleles among whites, blacks, and Asians)
What do I want to know? • Negative results can be helpful (e.g. this drug is not a substrate for the genetically regulated CYP2D6 or CYP2C19 enzymes)
How sure do I need to be? Give me some real data…. • Avg/s.d. (median +/- CI) dose in AA vs Aa vs aa pts = 30, 50, and 80 mg/m2 • 50% (95% CI) of pts with vs 10% (95% CI) of pts without toxicity (e.g. QT widening) were AA vs Aa/aa pts • Given a dose of 50 mg, 10%, 30%, and 80% (95% CI) of AA, Aa, and aa pts displayed evidence of response/toxicity
Greater oral mucositis index (OMI) after low-dose MTX among BMT patients with mutant MTHFR C677T genotypes than among patients with C677C genotypes 50% 40% 10% Ulrich et al Blood 98:231-4, 2001
Effect of the CYP2C9 genotype on the daily dose of warfarin to achieve target INR Warfarin, mg/day wt/mut wt/wt wt/var var/var Wadelius et al., 2002
Cure rates for H. pylori infections may depend upon CYP2C19 genotypes • 62 pts with duodenal or gastric ulcer • treated with omeprazole 20 mg and amoxicillin • 20% of Asian and 4% of whites are homo. variant N = 28 25 9 Ann Intern Med 1998;129:1027-30
Polymorphism in TPMT leads to 3 distinct phenotypes, Who differ in their 6MP dosage requirements Evans et al, SJCRH, 2000
Cumulative incidence (CI) of Dosage Decrease based on Genotype Relling et al JNCI, 1999
Labeling • Description • Clinical Pharmacology • Indications and Usage • Contraindications • Warnings • Precautions (general, info for pts, lab tests, drug interxs, carcinogenesis, pregnancy, nursing mothers, pediatrics) • Adverse reactions • Overdosage • Dosage and administration (general, renal, hepatic) • How supplied • References
Labeling: include cross references among sections • Clinical Pharmacology: include mechanism of how polymorphism affects the drug and some references • Warnings: if indicated • Precautions: include lab test information • Adverse reactions: include frequency among different genotypes • Overdosage: mention if genetics likely to affect • Dosage and administration (general, renal, hepatic, and genetic)
Terminology • Use colloquial terms where relevant (EMs, PMs, ultra-rapid, fast, slow, etc) • Avoid “mutant” (prefer variant or defective) • Avoid “normal” (prefer wild-type or common or descriptive, e.g. high-activity allele) • Map HUGO nomenclature-designations to “wild-type/common” or “variant/defective” in the label