Evidence map›Paper›PMID 42539108›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Projected burden of hypertension-associated cardiovascular disease in people living with HIV versus HIV-negative adults in Eswatini.

Masabho P Milali, Daniel T Citron, Kasturi Bhamidipati, Nao Yamamoto, Afia Osei-Ntansah, Ingrida Platais, Gianna Ferrara, Cebisile Ngcamphalala, Sotja G Dlamini, Ntombifuthi Ginindza and 1 more

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In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Masabho P MilaliDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.ORCID 0000-0001-6527-1088
Daniel T CitronDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Kasturi BhamidipatiDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.ORCID 0009-0004-7313-7144
Nao YamamotoDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Afia Osei-NtansahDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Ingrida PlataisDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Gianna FerraraDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Cebisile NgcamphalalaDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
Sotja G DlaminiDepartment of Agricultural Economics and Management, Faculty of Agriculture, University of Eswatini.
Ntombifuthi GinindzaMinistry of Health in Eswatini, Ministry of Justice & Constitutional Affairs Building, Mhlambanyatsi Road, Mbabane, Eswatini.
Anna BershteynDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, USA.ORCID 0000-0002-6604-7093

Funding

Leveraging HIV care systems to improve cardiovascular disease prevention in the Kingdom of eSwatiniR01HL169021 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Ronald Scott Braithwaite · 2023 to 2026
$3.1M
NHLBI NIH HHS R01 HL169021
6 · The paper itself

Abstract

Background: Having achieved the UNAIDS 95-95-95 targets, Eswatini faces a growing burden of non-communicable diseases which are major contributors to morbidity and mortality. Hypertension-associated cardiovascular disease (CVD) is rising among people living with HIV (PLHIV) as survival improves and metabolic risks - including those linked to dolutegravir (DTG) - increase. We projected CVD burden among PLHIV and HIV-negative adults (PLWHIV) through 2045 to inform integrated HIV-CVD planning. Methods: EMOD-HIV, an agent-based model calibrated to Eswatini's epidemic, generated HIV prevalence trajectories. These were combined with age-standardized Global Burden of Disease CVD estimates and published relative risks (RRs) to produce HIV-stratified CVD projections. CVD burden trajectories were then projected through 2045 using a logistic generalized additive model with Monte Carlo uncertainty quantification. Five scenarios were evaluated to assess how different assumptions about RR of CVD among PLHIV versus PLWHIV affect projected burden: (1) CVD prevalence under a constant RR; (2) CVD mortality under a constant RR; (3) HTN-attributable CVD mortality under a constant RR; (4) HTN-attributable CVD mortality under a post-DTG RR increase following Eswatini's 2021 dolutegravir rollout; and (5) HTN-attributable CVD mortality under a gradual RR increase from 2010-2045 reflecting cumulative metabolic and demographic shifts. Results: PLHIV consistently exhibited higher CVD burden than HIV-negative adults. Scenario 1: CVD prevalence was 11.0% (95% UI: 9.0-13.5%) among PLHIV versus 6.8% (6.0-7.8%) in 2025, stable through 2045. Scenario 2: CVD mortality rate was 0.60% (0.47-0.76%) versus 0.37% (0.31-0.45%) in 2025, declining modestly through 2045 with consistent excess. Scenario 3: HTN-attributable mortality was 73% (70-76%) versus 64% (61-66%) in women and 61% (58-64%) versus 58% (55-60%) in men, stable through 2045. Scenario 4: Following DTG rollout, mortality rose from 73% to 85% in women and 61% to 70% in men by 2022, remaining stable thereafter. Scenario 5: By 2045, mortality reached 85% (82-88%) in women and 67% (64-70%) in men with HIV, versus 60% (57 - 63%) and 55% (53 - 57%) in HIV-negative adults. Conclusions: While excess CVD burden among PLHIV is projected to persist even under stable risk conditions, ART-related metabolic trajectories - particularly those linked to DTG - may drive substantial widening of this gap through 2045. HTN-attributable CVD mortality is particularly elevated among women with HIV. Strengthening integrated HIV-NCD services, including blood pressure screening, risk-based therapy, and sex-specific DTG counseling, will be essential to sustain long-term health gains.

Indexed as

Cardiovascular diseaseDolutegravirEswatiniForecastingHypertensionMathematical modelingPeople living with HIV

Identifiers

PMID42539108
PMCPMC13419648

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.