PGx in practice Flashcards
History
-1959: influence of isoniazide blood concentration = term “pharmacogenetics”
-1964: ethanol metabolism genetic variations
-1979: CYP2D6 SNPs
Where pharmacogenetics fits into drug therapy
-genetic variations of PK (adme) and PD (receptors/enzymes)
Drug labeling
->300 drugs! have PGx labeling
-risks, specific dosing
When is PGx most informative?
-drug and event charactericstics
-not taking gene characteristics into consideration
Next gen sequencing
-decreasing costs
-inc availability of genetic info
-rn we’re testing for known SNPs
-headed towrds genome wide screening
-Omics era
pharmacogenetics = pharmacogenomics = PGx
-focus on smaller effects from multiple variants over whole genome
Personalized medicine
-use info about genes, lifestyle, and environment to prevent, dx and tx disease
-in cancer: use tumor infor
-in infection: pathogen info
barriers to personalixed med
- drug approval process
- traditional clinical practice models (lack of guidelines and proof)
- translating basivcscience to practice (incorp into guidelines)
- tech
Drug development sycle
-for every 10k leads, only one is approved
-doesnt leave time for biomarker discovery during clinical development
-necessitates early recongition of biomarkers
-trials arent tx people based on genetics
Trial design subgroup limitations
-sample sizes would need to inc ($ and time)
-impossible to identify every factor influencing drug response
-trial enrollment harder, maybe unethical if certain subgroup responds poorly
Impresion
-1:3 - 1:24 success rate of drug in population
precision medicine
-personalized medicine
Basket trials
-match pt with rare mutation REGARDLESS OF TUMOR HISTOLOGY to a drug expected to work on mutation
-mulitple types of cancer, 1 mutation
umbrella trials
-investigational drug chosen based on PGx biomarker
-1 cancer, multiple mutations that get dif drug based on mutation
Problems in traditional practice
-med teams lack expertise
-physicians and pharmacists cover areas of geneticist/counselor w little resources
molecular geneticist
-how output w be interpreted
Bioinfo support
-how other variants will be incorporated into decision
genetics counselot
-who will answer pt questions regarding genetic profile
overcoming practice problems
-innovative practice model
Sources for PGx guidance
-drug label
-clinical guidelines
-primary lit
-clinical pgx implementation consortium (CPIC)
clinical pgx implementation consortium (CPIC)
-guidelines to help clinicians understand how available genetic tests should be used to optimize drug tx
-pharmkgb
partial solution to tech outpacing clinical practice
-clinical decision support systems
Advance made for implementation of precision med
-enhanced preclinical biomarker screening
-novel trial designs
-innovative prac models
-clinical decision support
-clinical guidelines toward precision med
First gen of products towrd precision med
-targeted therapies based on genome wide screening
-personalized immunotherapy