Current Concepts in Pharmacometabolomics, Biomarker Discovery, and Precision Medicine

被引:63
作者
Beger, Richard D. [1 ]
Schmidt, Michael A. [2 ,3 ]
Kaddurah-Daouk, Rima [4 ,5 ]
机构
[1] US FDA, Natl Ctr Toxicol Res, Div Syst Biol, Jefferson, AR 72079 USA
[2] Adv Pattern Anal & Countermeasures Grp, Boulder, CO 80301 USA
[3] Sovaris Aerosp, Boulder, CO 80301 USA
[4] Duke Univ, Med Ctr, Duke Med, Psychiat & Behav Sci, Box 3903, Durham, NC 27710 USA
[5] Duke Univ, Med Ctr, Duke Inst Brain Sci, Box 3903, Durham, NC 27710 USA
关键词
pharmacometabolomics; pharmacometabonomics; precision medicine; drug response; metabotypes; GUT MICROBIOTA; DRUG RESPONSE; METFORMIN USE; PHARMACOGENOMICS; VARIABILITY; METABOLOMICS; TOXICITY; THERAPY; ASSOCIATION; DEFICIENCY;
D O I
10.3390/metabo10040129
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Pharmacometabolomics (PMx) studies use information contained in metabolic profiles (or metabolome) to inform about how a subject will respond to drug treatment. Genome, gut microbiome, sex, nutrition, age, stress, health status, and other factors can impact the metabolic profile of an individual. Some of these factors are known to influence the individual response to pharmaceutical compounds. An individual's metabolic profile has been referred to as his or her "metabotype." As such, metabolomic profiles obtained prior to, during, or after drug treatment could provide insights about drug mechanism of action and variation of response to treatment. Furthermore, there are several types of PMx studies that are used to discover and inform patterns associated with varied drug responses (i.e., responders vs. non-responders; slow or fast metabolizers). The PMx efforts could simultaneously provide information related to an individual's pharmacokinetic response during clinical trials and be used to predict patient response to drugs making pharmacometabolomic clinical research valuable for precision medicine. PMx biomarkers can also be discovered and validated during FDA clinical trials. Using biomarkers during medical development is described in US Law under the 21st Century Cures Act. Information on how to submit biomarkers to the FDA and their context of use is defined herein.
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