Comprehensive comparative effectiveness and safety of first-line antihypertensive drug classes: a systematic, multinational, large-scale analysis

被引:243
作者
Suchard, Marc A. [1 ,2 ]
Schuemie, Martijn J. [1 ,3 ]
Krumholz, Harlan M. [4 ]
You, Seng Chan [5 ]
Chen, RuiJun [6 ,7 ]
Pratt, Nicole [8 ]
Reich, Christian G. [9 ]
Duke, Jon [10 ]
Madigan, David [11 ]
Hripcsak, George [7 ,12 ]
Ryan, Patrick B. [3 ,7 ]
机构
[1] Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Biostat, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, Dept Biomath, Los Angeles, CA 90095 USA
[3] Janssen Res & Dev, Epidemiol Analyt, Titusville, NJ USA
[4] Yale Univ, Sch Med, Dept Med, New Haven, CT 06510 USA
[5] Ajou Univ, Sch Med, Dept Biomed Informat, Suwon, South Korea
[6] Weill Cornell Med Coll, Dept Med, New York, NY USA
[7] Columbia Univ, Med Ctr, Dept Biomed Informat, New York, NY USA
[8] Univ South Australia, Qual Use Med & Pharm Res Ctr, Sansom Inst, Adelaide, SA, Australia
[9] IQVIA, Real World Analyt Solut, Durham, NC USA
[10] Georgia Tech Coll Comp, Georgia Tech Res Inst, Atlanta, GA USA
[11] Columbia Univ, Dept Stat, New York, NY USA
[12] New York Presbyterian Hosp, Med Informat Serv, New York, NY USA
基金
英国医学研究理事会; 美国国家科学基金会; 美国国家卫生研究院;
关键词
RANDOMIZED-TRIAL; CALIBRATION; OUTCOMES;
D O I
10.1016/S0140-6736(19)32317-7
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Uncertainty remains about the optimal monotherapy for hypertension, with current guidelines recommending any primary agent among the first-line drug classes thiazide or thiazide-like diuretics, angiotensin-converting enzyme inhibitors, angiotensin receptor blockers, dihydropyridine calcium channel blockers, and non-dihydropyridine calcium channel blockers, in the absence of comorbid indications. Randomised trials have not further refined this choice. Methods We developed a comprehensive framework for real-world evidence that enables comparative effectiveness and safety evaluation across many drugs and outcomes from observational data encompassing millions of patients, while minimising inherent bias. Using this framework, we did a systematic, large-scale study under a new-user cohort design to estimate the relative risks of three primary (acute myocardial infarction, hospitalisation for heart failure, and stroke) and six secondary effectiveness and 46 safety outcomes comparing all first-line classes across a global network of six administrative claims and three electronic health record databases. The framework addressed residual confounding, publication bias, and p-hacking using large-scale propensity adjustment, a large set of control outcomes, and full disclosure of hypotheses tested. Findings Using 4 center dot 9 million patients, we generated 22 000 calibrated, propensity-score-adjusted hazard ratios (HRs) comparing all classes and outcomes across databases. Most estimates revealed no effectiveness differences between classes; however, thiazide or thiazide-like diuretics showed better primary effectiveness than angiotensin-converting enzyme inhibitors: acute myocardial infarction (HR 0 center dot 84, 95% CI 0 center dot 75-0 center dot 95), hospitalisation for heart failure (0 center dot 83, 0 center dot 74-0 center dot 95), and stroke (0 center dot 83, 0 center dot 74-0 center dot 95) risk while on initial treatment. Safety profiles also favoured thiazide or thiazide-like diuretics over angiotensin-converting enzyme inhibitors. The non-dihydropyridine calcium channel blockers were significantly inferior to the other four classes. Interpretation This comprehensive framework introduces a new way of doing observational health-care science at scale. The approach supports equivalence between drug classes for initiating monotherapy for hypertension-in keeping with current guidelines, with the exception of thiazide or thiazide-like diuretics superiority to angiotensinconverting enzyme inhibitors and the inferiority of non-dihydropyridine calcium channel blockers.
引用
收藏
页码:1816 / 1826
页数:11
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