Novel plasma biomarker of atenolol-induced hyperglycemia identified through a metabolomics-genomics integrative approach

被引:9
作者
de Oliveira, Felipe A. [1 ,2 ]
Shahin, Mohamed H. [1 ,2 ]
Gong, Yan [1 ,2 ]
McDonough, Caitrin W. [1 ,2 ]
Beitelshees, Amber L. [3 ]
Gums, John G. [1 ,2 ,4 ]
Chapman, Arlene B. [5 ]
Boerwinkle, Eric [6 ,7 ]
Turner, Stephen T. [8 ]
Frye, Reginald F. [1 ,2 ]
Fiehn, Oliver [9 ,10 ]
Kaddurah-Daouk, Rima [11 ]
Johnson, Julie A. [1 ,2 ]
Cooper-DeHoff, Rhonda M. [1 ,2 ]
机构
[1] Univ Florida, Coll Pharm, Dept Pharmacotherapy & Translat Res, POB 100486, Gainesville, FL 32610 USA
[2] Univ Florida, Coll Pharm, Ctr Pharmacogen, POB 100486, Gainesville, FL 32610 USA
[3] Univ Maryland, Dept Med, Baltimore, MD 21201 USA
[4] Univ Florida, Coll Med, Dept Community Hlth & Family Med, Gainesville, FL USA
[5] Univ Chicago, Dept Med, 5841 S Maryland Ave, Chicago, IL 60637 USA
[6] Univ Texas Hlth Sci Ctr Houston, Ctr Human Genet, Houston, TX 77030 USA
[7] Univ Texas Hlth Sci Ctr Houston, Inst Mol Med, Houston, TX 77030 USA
[8] Mayo Clin, Coll Med, Rochester, MN USA
[9] Univ Calif Davis, Genome Ctr, Davis, CA 95616 USA
[10] King Abdullah Univ, Dept Biochem, Jeddah, Saudi Arabia
[11] Duke Univ, Dept Psychiat & Behav Sci, Durham, NC USA
关键词
Pharmacometabolomics; Pharmacogenomics; beta-blockers; Atenolol; Hyperglycemia; beta-alanine; MUSCLE CARNOSINE; BETA-BLOCKERS; RISK; TYPE-2; HYPERTENSION; GLUCOSE; DIHYDROPYRIMIDINASE; ASSOCIATION; MANAGEMENT; THERAPY;
D O I
10.1007/s11306-016-1076-8
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction While atenolol is an effective antihypertensive agent, its use is also associated with adverse events including hyperglycemia and incident diabetes that may offset the benefits of blood pressure lowering. By combining metabolomic and genomic data acquired from hypertensive individuals treated with atenolol, it may be possible to better understand the pathways that most impact the development of an adverse glycemic state. Objective To identify biomarkers that can help predict susceptibility to blood glucose excursions during exposure to atenolol. Methods Plasma samples acquired from 234 Caucasian participants treated with atenolol in the Pharmacogenomic Evaluation of Antihypertensive Responses trial were analyzed by gas chromatography Time-Of-Flight Mass Spectroscopy. Metabolomics and genomics data were integrated by first correlating participant's metabolomic profiles to change in glucose after treatment with atenolol, and then incorporating genotype information from genes involved in metabolite pathways associated with glucose response. Results Our findings indicate that the baseline level of beta-alanine was associated with glucose change after treatment with atenolol (Q = 0.007, beta = 2.97 mg/dL). Analysis of genomic data revealed that carriers of the G allele for SNP rs2669429 in gene DPYS, which codes for dihydropyrimidinase, an enzyme involved in beta-alanine formation, had significantly higher glucose levels after treatment with atenolol when compared with non-carriers (Q = 0.05, beta = 2.76 mg/dL). This finding was replicated in participants who received atenolol as an add-on therapy (P = 0.04, beta = 1.86 mg/dL). Conclusion These results suggest that beta-alanine and rs2669429 may be predictors of atenolol-induced hyperglycemia in Caucasian individuals and further investigation is warranted.
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页数:9
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