From Metabonomics to Pharmacometabonomics: The Role of Metabolic Profiling in Personalized Medicine

被引:35
作者
Everett, Jeremy R. [1 ]
机构
[1] Univ Greenwich, Medway Metabon Res Grp, Chatham, Kent, England
关键词
metabonomics; metabolomics; pharmacometabonomics; pharmacometabolomics; personalized medicine; metabolic profiling; MAGNETIC-RESONANCE SPECTROSCOPY; GENOME-WIDE ASSOCIATION; ACETAMINOPHEN-INDUCED HEPATOTOXICITY; INFORMED PHARMACOGENOMICS; NMR-SPECTROSCOPY; DRUG-METABOLISM; PHENOTYPES; THERAPY; VARIABILITY; TOXICITY;
D O I
10.3389/fphar.2016.00297
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Variable patient responses to drugs are a key issue for medicine and for drug discovery and development. Personalized medicine, that is the selection of medicines for subgroups of patients so as to maximize drug efficacy and minimize toxicity, is a key goal of twenty-first century healthcare. Currently, most personalized medicine paradigms rely on clinical judgment based on the patient's history, and on the analysis of the patients' genome to predict drug effects i.e., pharmacogenomics. However, variability in patient responses to drugs is dependent upon many environmental factors to which human genomics is essentially blind. A new paradigm for predicting drug responses based on individual pre dose metabolite profiles has emerged in the past decade: pharmacometabonomics, which is defined as the prediction of the outcome (for example, efficacy or toxicity) of a drug or xenobiotic intervention in an individual based on a mathematical model of pre-intervention metabolite signatures." The new pharmacometabonomics paradigm is complementary to pharmacogenomics but has the advantage of being sensitive to environmental as well as genomic factors. This review will chart the discovery and development of pharmacometabonomics, and provide examples of its current utility and possible future developments.
引用
收藏
页数:15
相关论文
共 87 条
[1]   Merging pharmacometabolomics with pharmacogenomics using '1000 Genomes' single-nucleotide polymorphism imputation: selective serotonin reuptake inhibitor response pharmacogenomics [J].
Abo, Ryan ;
Hebbring, Scott ;
Ji, Yuan ;
Zhu, Hongjie ;
Zeng, Zhao-Bang ;
Batzler, Anthony ;
Jenkins, Gregory D. ;
Biernacka, Joanna ;
Snyder, Karen ;
Drews, Maureen ;
Fiehn, Oliver ;
Fridley, Brooke ;
Schaid, Daniel ;
Kamatani, Naoyuki ;
Nakamura, Yusuke ;
Kubo, Michiaki ;
Mushiroda, Taisei ;
Kaddurah-Daouk, Rima ;
Mrazek, David A. ;
Weinshilboum, Richard M. .
PHARMACOGENETICS AND GENOMICS, 2012, 22 (04) :247-253
[2]   The personalized medicine coalition - Goals and strategies [J].
Abrahams, E ;
Ginsburg, GS ;
Silver, M .
AMERICAN JOURNAL OF PHARMACOGENOMICS, 2005, 5 (06) :345-355
[3]   A systems biology approach to understanding elevated serum alanine transaminase levels in a clinical trial with ximelagatran [J].
Andersson, Ulf ;
Lindberg, Johan ;
Wang, Shunghuang ;
Balasubramanian, Raji ;
Marcusson-Stahl, Maritha ;
Hannula, Mira ;
Zeng, Chenhui ;
Juhasz, Peter J. ;
Kolmert, Johan ;
Backstrom, Jonas ;
Nord, Lars ;
Nilsson, Kerstin ;
Martin, Steve ;
Glinghammar, Bjorn ;
Cederbrant, Karin ;
Schuppe-Koistinen, Ina .
BIOMARKERS, 2009, 14 (08) :572-586
[4]   Pharmacometabonomic Profiling as a Predictor of Toxicity in Patients with Inoperable Colorectal Cancer Treated with Capecitabine [J].
Backshall, Alexandra ;
Sharma, Rohini ;
Clarke, Stephen J. ;
Keun, Hector C. .
CLINICAL CANCER RESEARCH, 2011, 17 (09) :3019-3028
[5]  
BALES JR, 1984, CLIN CHEM, V30, P426
[6]   Pharmacometabonomic identification of a significant host-microbiome metabolic interaction affecting human drug metabolism [J].
Clayton, T. Andrew ;
Baker, David ;
Lindon, John C. ;
Everett, Jeremy R. ;
Nicholson, Jeremy K. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (34) :14728-14733
[7]   Pharmaco-metabonomic phenotyping and personalized drug treatment [J].
Clayton, TA ;
Lindon, JC ;
Cloarec, O ;
Antti, H ;
Charuel, C ;
Hanton, G ;
Provost, JP ;
Le Net, JL ;
Baker, D ;
Walley, RJ ;
Everett, JR ;
Nicholson, JK .
NATURE, 2006, 440 (7087) :1073-1077
[8]   Pharmacometabonomic Investigation of Dynamic Metabolic Phenotypes Associated with Variability in Response to Galactosamine Hepatotoxicity [J].
Coen, Muireann ;
Goldfain-Blanc, Francoise ;
Rolland-Valognes, Gaelle ;
Walther, Bernard ;
Robertson, Donald G. ;
Holmes, Elaine ;
Lindon, John C. ;
Nicholson, Jeremy K. .
JOURNAL OF PROTEOME RESEARCH, 2012, 11 (04) :2427-2440
[9]   3-Hydroxykynurenine and clinical symptoms in first-episode neuroleptic-naive patients with schizophrenia [J].
Condray, Ruth ;
Dougherty, George G., Jr. ;
Keshavan, Matcheri S. ;
Reddy, Ravinder D. ;
Haas, Gretchen L. ;
Montrose, Debra M. ;
Matson, Wayne R. ;
McEvoy, Joseph ;
Kaddurah-Daouk, Rima ;
Yao, Jeffrey K. .
INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY, 2011, 14 (06) :756-767
[10]  
Coughtrie M. W. H., 2002, Pharmacogenomics Journal, V2, P297