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Statin-dependent and -independent pathways are associated with major adverse cardiovascular events in people with HIV

  • M. rton Kolossváry
  • , Irini Sereti
  • , Markella V. Zanni
  • , Carl J. Fichtenbaum
  • , Judith A. Aberg
  • , Gerald S. Bloomfield
  • , Carlos D. Malvestutto
  • , Judith S. Currier
  • , Sarah M. Chu
  • , Marissa R. Diggs
  • , Alex B. Lu
  • , Christopher deFilippi
  • , Borek Foldyna
  • , Sara McCallum
  • , Craig A. Sponseller
  • , Michael T. Lu
  • , Pamela S. Douglas
  • , Heather J. Ribaudo
  • , Steven K. Grinspoon
  • Massachusetts General Hospital
  • National Institutes of Health
  • University of Cincinnati
  • Icahn School of Medicine at Mount Sinai
  • Duke University
  • Ohio State University
  • University of California at Los Angeles
  • Falls Church
  • Kowa Pharmaceuticals America, Inc.
  • Harvard University

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

BACKGROUNDStatin therapy lowers the risk of major adverse cardiovascular events (MACE) among people with HIV (PWH). Residual risk pathways contributing to excess MACE beyond LDL-cholesterol (LDL-C) are not well understood. Our objective was to evaluate the association of statin-responsive and other inflammatory and metabolic pathways with MACE in the Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE).METHODSCox proportional hazards models were used to assess the relationship between MACE and proteomics measurements at study entry and year 2, adjusting for time-updated statin use and the baseline 10-year atherosclerotic cardiovascular disease risk score. We built a machine-learning (ML) model to predict MACE using baseline protein values with significant associations.RESULTSFor 765 individuals (age: 50.8 ± 5.9 years, 82% men, 18% women), among 7 proteins changing with statin versus placebo, angiopoietin-related protein 3 (ANGPTL3) related most strongly to MACE (adjusted HR [aHR]: 2.31 per 2-fold-higher levels; 95% CI: 1.11-4.80; P = 0.03), such that lower levels of ANGPTL3 achieved with statin therapy were associated with lower MACE risk. Among 248 proteins that did not change in response to statin therapy, 26 were associated with MACE at a FDR below 0.05. These proteins represented a predominantly humoral immune response, leukocyte chemotaxis, and cytokine pathways. Our proteomics ML model achieved a 10-fold cross-validated concordance index (C-index) of 0.74 ± 0.11 to predict MACE, improving on models using traditional risk prediction scores only (C-index: 0.61 ± 0.18).CONCLUSIONSANGPTL3, as well as key inflammatory pathways, may contribute to a residual risk of MACE among PWH, beyond LDL-C.TRIAL REGISTRATIONClinicalTrials.gov: NCT02344290.FUNDINGNIH, Kowa Pharmaceuticals America, Gilead Sciences, ViiV Healthcare.
Original languageEnglish
Article numbere196021
JournalJournal of clinical investigation
Volume135
Issue number22
DOIs
Publication statusPublished - 17 Nov 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • AIDS/HIV
  • Cardiology
  • Cardiovascular disease
  • Inflammation
  • Machine learning
  • Proteomics

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