Moore Mariellen J, Gong Yan, Hou Wei, Hall Karen, Schmidt Siegfried O F, Curry Robert Whitney, Beitelshees Amber L, Chapman Arlene, Turner Stephen T, Schwartz Gary L, Bailey Kent, Boerwinkle Eric, Gums John G, Cooper-DeHoff Rhonda M, Johnson Julie A
Department of Pharmacotherapy and Translational Research, Center for Pharmacogenomics, College of Pharmacy, University of Florida, Gainesville, Florida.
Pharmacotherapy. 2014 Nov;34(11):1132-40. doi: 10.1002/phar.1483. Epub 2014 Sep 9.
To develop and validate a predictive model for glucose change and risk for new-onset impaired fasting glucose in hypertensive participants following treatment with atenolol or hydrochlorothiazide (HCTZ).
Randomized multicenter clinical trial.
A total of 735 white or African-American men and women with uncomplicated hypertension.
Pharmacogenomic Evaluation of Antihypertensive Responses (PEAR) is a randomized clinical trial to assess the genetic and nongenetic predictors of blood pressure response and adverse metabolic effects following treatment with atenolol or HCTZ. To develop and validate predictive models for glucose change, PEAR participants were randomly divided into a derivation cohort of 367 and a validation cohort of 368. Linear and logistic regression modeling were used to build models of drug-associated glucose change and impaired fasting glucose (IFG), respectively, in the derivation cohorts. These models were then evaluated in the validation cohorts. For glucose change after atenolol or HCTZ treatment, baseline glucose was a significant (p<0.0001) predictor, explaining 13% of the variability in glucose change after atenolol and 12% of the variability in glucose change after HCTZ. Baseline glucose was also the strongest and most consistent predictor (p<0.0001) for development of IFG after atenolol or HCTZ monotherapy. The area under the receiver operating curve was 0.77 for IFG after atenolol and 0.71 after HCTZ treatment, respectively.
Baseline glucose is the primary predictor of atenolol or HCTZ-associated glucose increase and development of IFG after treatment with either drug.
建立并验证一个预测模型,用于预测接受阿替洛尔或氢氯噻嗪(HCTZ)治疗的高血压患者的血糖变化及新发空腹血糖受损风险。
随机多中心临床试验。
共735名患有单纯性高血压的白人或非裔美国男性和女性。
抗高血压反应的药物基因组学评估(PEAR)是一项随机临床试验,旨在评估接受阿替洛尔或HCTZ治疗后血压反应及不良代谢效应的遗传和非遗传预测因素。为了建立并验证血糖变化的预测模型,PEAR研究参与者被随机分为一个由367人组成的推导队列和一个由368人组成的验证队列。分别使用线性回归和逻辑回归模型在推导队列中建立与药物相关的血糖变化和空腹血糖受损(IFG)模型。然后在验证队列中对这些模型进行评估。对于阿替洛尔或HCTZ治疗后的血糖变化,基线血糖是一个显著的预测因素(p<0.0001),可解释阿替洛尔治疗后血糖变化中13%的变异性以及HCTZ治疗后血糖变化中12%的变异性。基线血糖也是阿替洛尔或HCTZ单药治疗后发生IFG的最强且最一致的预测因素(p<0.0001)。阿替洛尔治疗后IFG的受试者工作特征曲线下面积为0.77,HCTZ治疗后为0.71。
基线血糖是阿替洛尔或HCTZ相关血糖升高以及两种药物治疗后发生IFG的主要预测因素。