Evidence map›Paper›PMID 28002550›Full record

ArticleJAMA cardiology2017

Assessing and Refining Myocardial Infarction Risk Estimation Among Patients With Human Immunodeficiency Virus: A Study by the Centers for AIDS Research Network of Integrated Clinical Systems.

Matthew J Feinstein, Robin M Nance, Daniel R Drozd, Hongyan Ning, Joseph A Delaney, Susan R Heckbert, Matthew J Budoff, William C Mathews, Mari M Kitahata, Michael S Saag and 5 more

Abstract readMulticenter Study
In one paragraph

Article in JAMA cardiology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
72citing papers in PubMed, 6 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

72 citing papers in PubMed, 6 syntheses or guidelines pooled it.

  1. Guideline
  2. Pooled it
  3. Guideline
  4. Guideline
  5. Guideline
  6. Pooled it
  7. Trial
  8. Observational
  9. Article
  10. REPRIEVE Analysis of New Cardiovascular Risk Calculators in HIV: Underpredicting Risk Means Preventing Fewer Heart Attacks.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
    Article
  11. Observational
  12. Review
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Review
  19. Review
  20. Cardiovascular Risk Estimation Is Suboptimal in People With HIV.Journal of the American Heart Association · 2024
    Article

12 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Matthew J FeinsteinDivision of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Robin M NanceDivision of Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle.
Daniel R DrozdDivision of Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle.
Hongyan NingDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Joseph A DelaneyDepartment of Epidemiology, School of Public Health, University of Washington, Seattle.
Susan R HeckbertDepartment of Epidemiology, School of Public Health, University of Washington, Seattle.
Matthew J BudoffDivision of Cardiology, Department of Medicine, University of California-Los Angeles School of Medicine.
William C MathewsDepartment of Medicine, University of California-San Diego Medical Center.
Mari M KitahataDivision of Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle.
Michael S SaagDivision of Infectious Diseases, Department of Medicine, University of Alabama-Birmingham School of Medicine.
Joseph J EronDivision of Infectious Diseases, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill.
Richard D MooreJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Chad J AchenbachDivision of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Donald M Lloyd-JonesDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Heidi M CraneDivision of Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle.

Funding

University of Washington/Fred Hutch Center for AIDS ResearchP30AI027757 · NIAID · UNIVERSITY OF WASHINGTON · PI Kenneth Sherr · 1988 to 2026
$104.9M
Unsolicited R24 for the CFAR-Network of Integrated Clinical Sciences, CNICSR24AI067039 · NIAID · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Michael S. Saag · 2006 to 2026
$99.4M
Virology, Immunology, and Microbiology CoreP30AI050410 · NIAID · UNIV OF NORTH CAROLINA CHAPEL HILL · PI DAVID M. MARGOLIS · 2001 to 2026
$76.9M
Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
Virology and Immunology Technology CoreP30AI117943 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Michael E Newcomb · 2015 to 2026
$38.4M
Links between Cardiovascular disease, Lung disease, and Obstructive sleep apnea in HIV: Understanding complex patientsR01HL126538 · NHLBI · UNIVERSITY OF WASHINGTON · PI CRANE, HEIDI M., CROTHERS, KRISTINA ANNE · 2015 to 2025
$5.1M
NCATS NIH HHS UL1 TR001422NHLBI NIH HHS R01 HL126538NIAID NIH HHS P30 AI027757NIAID NIH HHS P30 AI050410NIAID NIH HHS P30 AI117943NIAID NIH HHS R24 AI067039
6 · The paper itself

Abstract

Importance: Persons with human immunodeficiency virus (HIV) that is treated with antiretroviral therapy have improved longevity but face an elevated risk of myocardial infarction (MI) due to common MI risk factors and HIV-specific factors. Despite these elevated MI rates, optimal methods to predict MI risks for HIV-infected persons remain unclear. Objective: To determine the extent to which existing and de novo estimation tools predict MI in a multicenter HIV cohort with rigorous MI adjudication. Design, Setting, and Participants: We evaluated the performance of standard of care and 2 new data-derived MI risk estimation models in 5 Centers for AIDS Research Network of Integrated Clinical Systems sites across the United States where a multicenter clinical prospective cohort of 19 829 HIV-infected adults received care in inpatient and outpatient settings since 1995. The new risk estimation models were validated in a separate cohort from the derivation cohort. Exposures: Traditional cardiovascular risk factors, HIV viral load, CD4 lymphocyte count, statin use, antihypertensive use, and antiretroviral medication use were used to calculate predicted event rates. Main Outcomes and Measures: We observed MI rates over the course of follow-up that were scaled to 10 years using the Greenwood-Nam-D'Agostino Kaplan-Meier approach to account for dropout and loss to follow-up before 10 years. Results: Of the 11 288 patients with complete baseline data, 6904 were white and 9250 were men. Myocardial infarction rates were higher among black men (6.9 per 1000 person-years) and black women (7.2 per 1000 person-years) than white men (4.4 per 1000 person-years) and white women (3.3 per 1000 person-years), older participants (7.5 vs 2.2 MI per 1000 person-years for adults 40 years and older vs < 40 years old at study entry, respectively), and participants who were not virally suppressed (6.3 vs 4.7 per 1000 person-years for participants with and without detectable viral load, respectively). The 2013 Pooled Cohort Equations, which predict composite rates of MI and stroke, adequately discriminated MI risk (Harrell C statistic = 0.75; 95% CI, 0.71-0.78). Two data-derived models incorporating HIV-specific covariates exhibited weak calibration in a validation sample and did not discriminate risk any better (Harrell C statistic = 0.72; 95% CI, 0.67-0.78 and 0.73; 95% CI, 0.68-0.79) than the Pooled Cohort Equations. The Pooled Cohort Equations were moderately calibrated in the Centers for AIDS Research Network of Clinical Systems but predicted consistently lower MI rates. Conclusions and Relevance: The Pooled Cohort Equations discriminated MI risk and were moderately calibrated in this multicenter HIV cohort. Adding HIV-specific factors did not improve model performance. As HIV-infected cohorts capture and assess MI and stroke outcomes, researchers should revisit the performance of risk estimation tools.

Indexed as

ForecastingHIVAdultCD4 Lymphocyte CountFemaleFollow-Up StudiesHIV InfectionsHumansIncidenceMaleMyocardial InfarctionProspective StudiesRisk AssessmentRisk FactorsUnited StatesViral Load

Identifiers

PMID28002550
PMCPMC5310962

What OpenQuestion holds

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Registered trials

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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.