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MedXY AI/MedXY News/Tag: target-trial emulation
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Updated COVID-19 Vaccination and Cardiovascular Protection: What a Large VA Study Found in 2024-2025
CardiologyCOVID-19 vaccinemajor adverse cardiovascular events

Updated COVID-19 Vaccination and Cardiovascular Protection: What a Large VA Study Found in 2024-2025

By MedXY|Jun 19, 2026

In over 1 million US veterans, the 2024-2025 COVID-19 vaccine was associated with fewer COVID-19-related cardiovascular events, with the strongest benefit in adults over 75 and those with comorbidities.

GLP‑1 Receptor Agonists Associated with Lower Fibrosis Progression in MASLD and T2DM: Target‑Trial Emulation of Real‑World Data
Diabetes & EndocrinologyGLP-1RAliver fibrosis

GLP‑1 Receptor Agonists Associated with Lower Fibrosis Progression in MASLD and T2DM: Target‑Trial Emulation of Real‑World Data

By MedXY|Nov 23, 2025

A target-trial emulation of 4,476 matched T2DM patients with early MASLD found GLP-1RA use was associated with a 25% lower hazard of progression to high-risk FIB‑4 versus DPP‑4i (HR 0.75); no difference was seen for hard liver outcomes.

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