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1.
JAMA ; 329(14): 1160-1169, 2023 04 11.
Article in English | MEDLINE | ID: mdl-37039792

ABSTRACT

Importance: Hypertension is the leading risk factor for premature death worldwide. Multiple blood pressure-lowering therapies are available but the potential for maximizing benefit by personalized targeting of drug classes is unknown. Objective: To investigate and quantify the potential for targeting specific drugs to specific individuals to maximize blood pressure effects. Design, Setting, and Participants: A randomized, double-blind, repeated crossover trial in men and women with grade 1 hypertension at low risk for cardiovascular events at an outpatient research clinic in Sweden. Mixed-effects models were used to assess the extent to which individuals responded better to one treatment than another and to estimate the additional blood pressure lowering achievable by personalized treatment. Interventions: Each participant was scheduled for treatment in random order with 4 different classes of blood pressure-lowering drugs (lisinopril [angiotensin-converting enzyme inhibitor], candesartan [angiotensin-receptor blocker], hydrochlorothiazide [thiazide], and amlodipine [calcium channel blocker]), with repeated treatments for 2 classes. Main Outcomes and Measures: Ambulatory daytime systolic blood pressure, measured at the end of each treatment period. Results: There were 1468 completed treatment periods (median length, 56 days) recorded in 270 of the 280 randomized participants (54% men; mean age, 64 years). The blood pressure response to different treatments varied considerably between individuals (P < .001), specifically for the choices of lisinopril vs hydrochlorothiazide, lisinopril vs amlodipine, candesartan vs hydrochlorothiazide, and candesartan vs amlodipine. Large differences were excluded for the choices of lisinopril vs candesartan and hydrochlorothiazide vs amlodipine. On average, personalized treatment had the potential to provide an additional 4.4 mm Hg-lower systolic blood pressure. Conclusions and Relevance: These data reveal substantial heterogeneity in blood pressure response to drug therapy for hypertension, findings that may have implications for personalized therapy. Trial Registration: ClinicalTrials.gov Identifier: NCT02774460.


Subject(s)
Antihypertensive Agents , Blood Pressure , Hypertension , Female , Humans , Male , Middle Aged , Amlodipine , Antihypertensive Agents/classification , Antihypertensive Agents/therapeutic use , Blood Pressure/drug effects , Hydrochlorothiazide/therapeutic use , Hypertension/drug therapy , Lisinopril/therapeutic use , Double-Blind Method , Cross-Over Studies , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Angiotensin Receptor Antagonists/therapeutic use , Diuretics/therapeutic use , Calcium Channel Blockers/therapeutic use , Precision Medicine
2.
Ups J Med Sci ; 124(1): 51-58, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30265168

ABSTRACT

High blood pressure is the leading risk factor for premature deaths and a major cost to societies worldwide. Effective blood pressure-lowering drugs are available, but patient adherence to them is low, likely partly due to side effects. To identify patient-specific differences in treatment effects, a repeated cross-over design, where the same treatment contrasts are repeated within each patient, is needed. Such designs have been surprisingly rarely used, given the current focus on precision medicine. The Precision HYpertenSIon Care (PHYSIC) study aims to investigate if there is a consistent between-person variation in blood pressure response to the common blood pressure-lowering drug classes of a clinically relevant magnitude, given the within-person variation in blood pressure. The study will also investigate the between-person variation in side effects of the drugs. In a double-blind, randomized, repeated cross-over trial, 300 patients with mild hypertension will be treated with four blood pressure-lowering drugs (candesartan, lisinopril, amlodipine, and hydrochlorothiazide) in monotherapy, with two of the drugs repeated for each patient. If the study indicates that there is a potential for precision hypertension care, the most promising predictors of blood pressure and side effect response to the drugs will be explored, as will the potential for development of a biomarker panel to rank the suitability of blood pressure-lowering drug classes for individual patients in terms of anticipated blood pressure effects and side effects, with the ultimate goal to maximize adherence. The study follows a protocol pre-registered at ClinicalTrials.gov with the identifier NCT02774460.


Subject(s)
Hypertension/therapy , Precision Medicine , Adult , Aged , Amlodipine/administration & dosage , Antihypertensive Agents/administration & dosage , Benzimidazoles/administration & dosage , Biomarkers/metabolism , Biphenyl Compounds , Blood Pressure/drug effects , Blood Pressure Determination , Cross-Over Studies , Double-Blind Method , Female , Humans , Hydrochlorothiazide/administration & dosage , Hypertension/epidemiology , Lisinopril/administration & dosage , Male , Middle Aged , Randomized Controlled Trials as Topic , Research Design , Risk Factors , Tetrazoles/administration & dosage
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