# Emulation of a Target Trial of Antihypertensive Medications on Weight Change

**Authors:** Pi-I D. Lin, Sheryl L. Rifas-Shiman, Joshua Petimar, Han Yu, Matthew F. Daley, David M. Janicke, William J. Heerman, L. Charles Bailey, Carlos Maeztu, Kristina H. Lewis, Jessica G. Young, Jason P. Block

PMC · DOI: 10.1007/s11606-025-09787-x · 2025-09-29

## TL;DR

This study estimates weight changes after starting different antihypertensive medications using real-world data and finds that lisinopril is linked to weight loss while others cause modest weight gain.

## Contribution

The study emulates a target trial to compare weight changes across antihypertensive medications using real-world data and advanced statistical methods.

## Key findings

- Lisinopril was associated with mean weight loss at 6, 12, and 24 months.
- Metoprolol and propranolol showed higher weight gain compared to lisinopril at 6 and 12 months.
- Weight changes across antihypertensive medications were generally modest.

## Abstract

Weight gain after starting antihypertensive medications is a frequent concern for patients, but there is limited data on expected weight change after initiation of these medications. A comparative effectiveness trial to evaluate this outcome would not be feasible.

To estimate and compare average weight change under initiating and adhering to commonly prescribed, first-line antihypertensive medications as monotherapy by emulating a target trial.

Retrospective observational cohort study over 24 months of follow-up using electronic health records (EHR).

141,260 patients prescribed one of seven antihypertensives between 2010 and 2019 across 8 US health systems.

We examined mean weight change associated with initiation of and adherence to amlodipine, atenolol, hydrochlorothiazide, losartan, metoprolol, or propranolol, relative to lisinopril, at 6, 12, and 24 months after initiation. To adjust for baseline confounding and informative outcome measurement, we used inverse probability weighting with repeated outcome marginal structural models.

After baseline and time-varying covariate adjustment, initiation of and adherence to lisinopril were associated with mean weight loss at 6 months (− 0.69 kg, 95% CI − 0.92, − 0.47), 12 months (− 0.58 kg, 95% CI − 1.05, − 0.30), and 24 months (− 1.121 kg, 95% CI − 2.013, − 0.46). Compared to lisinopril, the estimated 6-month weight change was higher for patients prescribed hydrochlorothiazide (0.68 kg, 95% CI 0.31, 1.04), losartan (0.54 kg, 95% CI 0.17, 0.93), metoprolol (1.38 kg, 95% CI 0.95, 1.76), and propranolol (1.03 kg, 95% CI 0.346, 1.62). At 12 months, metoprolol (1.74 kg, 95% CI 1.03, 2.41) and propranolol (1.72 kg, 95% CI 0.06, 3.235) continued to show higher weight change compared to lisinopril.

We observed small differences in weight change across antihypertensive medications, with lisinopril leading to weight loss and metoprolol and propranolol to modest weight gain. Clinicians should consider potential weight gain when selecting antihypertensive medications.

The online version contains supplementary material available at 10.1007/s11606-025-09787-x.

## Linked entities

- **Chemicals:** amlodipine (PubChem CID 2162), atenolol (PubChem CID 2249), hydrochlorothiazide (PubChem CID 3639), losartan (PubChem CID 3961), metoprolol (PubChem CID 4171), propranolol (PubChem CID 4946), lisinopril (PubChem CID 5362119)

## Full-text entities

- **Diseases:** Weight (MESH:D015431), Weight gain (MESH:D015430)
- **Chemicals:** hydrochlorothiazide (MESH:D006852), metoprolol (MESH:D008790), propranolol (MESH:D011433), atenolol (MESH:D001262), lisinopril (MESH:D017706), losartan (MESH:D019808), amlodipine (MESH:D017311)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC13009417/full.md

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Source: https://tomesphere.com/paper/PMC13009417