Polygenic Risk Scores for Prediction of Subclinical Coronary Artery Disease in Persons With Human Immunodeficiency Virus (HIV): The Swiss HIV Cohort Study
- PMID: 36097729
- DOI: 10.1093/cid/ciac758
Polygenic Risk Scores for Prediction of Subclinical Coronary Artery Disease in Persons With Human Immunodeficiency Virus (HIV): The Swiss HIV Cohort Study
Abstract
Background: In people with human immunodeficiency virus (HIV) (PWH), individual polygenic risk scores (PRSs) are associated with coronary artery disease (CAD) events. Whether PRSs are associated with subclinical CAD is unknown.
Methods: In Swiss HIV Cohort Study participants of European descent, we defined subclinical CAD as presence of soft, mixed, or high-risk plaque (SMHRP) on coronary computed tomography (CT) angiography, or as participants in the top tertile of the study population's coronary artery calcium (CAC) score, using noncontrast CT. We obtained univariable and multivariable odds ratios (ORs) for subclinical CAD endpoints based on nongenetic risk factors, and validated genome-wide PRSs built from single nucleotide polymorphisms associated with CAD, carotid intima-media thickness (IMT), or longevity in the general population.
Results: We included 345 genotyped participants (median age, 53 years; 89% male; 96% suppressed HIV RNA); 172 and 127 participants had SMHRP and CAC, respectively. CAD-associated PRS and IMT-associated PRS were associated with SMHRP and CAC (all P < .01), but longevity PRS was not. Participants with unfavorable CAD-PRS (top quintile) had an adjusted SMHRP OR = 2.58 (95% confidence interval [CI], 1.18-5.67), and a CAC OR = 3.95 (95% CI, 1.45-10.77) vs. bottom quintile. Unfavorable nongenetic risk (top vs. bottom quintile) was associated with adjusted SMHRP OR = 24.01 (95% CI, 9.75-59.11), and a CAC-OR = 65.07 (95% CI, 18.48-229.15). Area under the receiver operating characteristic curve increased when we added CAD-PRS to nongenetic risk factors (SMHRP: 0.75 and 0.78, respectively; CAC: 0.80 and 0.83, respectively).
Conclusions: In Swiss PWH, subclinical CAD is independently associated with an individual CAD-associated PRS. Combining nongenetic and genetic cardiovascular risk factors provided the most powerful subclinical CAD prediction.
Keywords: HIV infection; aging; multivariable analysis; polygenic risk score; subclinical coronary artery disease.
© The Author(s) 2022. Published by Oxford University Press on behalf of Infectious Diseases Society of America. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.
Conflict of interest statement
Potential conflicts of interest. I. C. S.'s institution received a lecture fee from ViiV, outside the submitted work. P. E. T.'s institution reports grants, advisory fees, and support for educational activities from Gilead, ViiV, MSD, and Sankyo Daiichi, outside the submitted work. B. L. received personal fees from Kantonsspital Baselland, Liestal, Switzerland, during the conduct of the study, and reports personal fees from Gilead (for lectures), and ViiV (for participation on Advisory Board), outside the submitted work. R. R. B. reports speaker honoraria from Pfizer (personal <2000 CHF), Sanofi-Aventis (personal 2000 CHF), and GE Healthcare (personal <2000 CHF); support for attending meetings from Pfizer for Registration EAMN Congress 2021; and unpaid roles as Chair of the Nuclear Certification Sub-committee of the European Association of Cardiovascular Imaging and Programme committee member for the annual congress of the European Association of Cardiology; and Research contract with Department of Nuclear Medicine, University Hospital Zurich, Switzerland from GE Healthcare. D. L. B. reports honoraria for advisory boards, lectures and travel grants from AbbVie, Gilead, MSD, and ViiV; and consulting fees from ViiV, MSD, Gilead, Pfizer, and AstraZeneka. AC reports educational grants from AbbVie, MSD, Gilead, and ViiV healthcare; and payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing or education events from Gilead Sciences (unrestricted), MSD, and ViiV healthcare (educational grant to institution). R. N. reports payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing, or education events from Pfizer. P. A. K. reports payment for Advisory Board meeting (Date 02/05/21; Focus: myocardial perfusion tracer) from GE Healthcare; unpaid role as Vice Chair of the Swiss Society of Nucleaer Medicine; and research contract with Department of Nuclear Medicine, University Hospital Zurich, Switzerland from GE Healthcare. All other authors report no potential conflicts. All authors have prepared ICMJE forms for disclosure of potential conflicts of interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed.
Similar articles
-
Coronary Artery Disease-Associated and Longevity-Associated Polygenic Risk Scores for Prediction of Coronary Artery Disease Events in Persons Living With Human Immunodeficiency Virus: The Swiss HIV Cohort Study.Clin Infect Dis. 2021 Nov 2;73(9):1597-1604. doi: 10.1093/cid/ciab521. Clin Infect Dis. 2021. PMID: 34091660
-
Mycobacterium tuberculosis Infection and Acute or Subclinical Coronary Artery Disease: the Swiss HIV Cohort Study.J Acquir Immune Defic Syndr. 2025 Jun 20. doi: 10.1097/QAI.0000000000003714. Online ahead of print. J Acquir Immune Defic Syndr. 2025. PMID: 40539759
-
Antiretroviral Drugs Associated With Subclinical Coronary Artery Disease in the Swiss Human Immunodeficiency Virus Cohort Study.Clin Infect Dis. 2020 Feb 14;70(5):884-889. doi: 10.1093/cid/ciz283. Clin Infect Dis. 2020. PMID: 30958888
-
Association of polygenic risk scores with incident atherosclerotic cardiovascular disease events among individuals with coronary artery calcium score of zero: The multi-ethnic study of atherosclerosis.Prog Cardiovasc Dis. 2022 Sep-Oct;74:19-27. doi: 10.1016/j.pcad.2022.08.003. Epub 2022 Aug 8. Prog Cardiovasc Dis. 2022. PMID: 35952728 Free PMC article. Review.
-
Association of HIV Infection With Cardiovascular Pathology Based on Advanced Cardiovascular Imaging: A Systematic Review.JAMA. 2022 Sep 13;328(10):951-962. doi: 10.1001/jama.2022.15078. JAMA. 2022. PMID: 36098725 Free PMC article.
Cited by
-
Polygenic Scores and Preclinical Cardiovascular Disease in Individuals With HIV: Insights From the REPRIEVE Trial.J Am Heart Assoc. 2024 Apr 2;13(7):e033413. doi: 10.1161/JAHA.123.033413. Epub 2024 Mar 27. J Am Heart Assoc. 2024. PMID: 38533953 Free PMC article.
-
Types of Myocardial Infarction in People With HIV in Switzerland.Open Forum Infect Dis. 2025 Jun 19;12(7):ofaf357. doi: 10.1093/ofid/ofaf357. eCollection 2025 Jul. Open Forum Infect Dis. 2025. PMID: 40698031 Free PMC article.
-
Polygenic risk scores point toward potential genetic mechanisms of type 2 myocardial infarction in people with HIV.Int J Cardiol. 2023 Jul 15;383:15-23. doi: 10.1016/j.ijcard.2023.04.058. Epub 2023 May 4. Int J Cardiol. 2023. PMID: 37149004 Free PMC article.
-
Immune Dysregulation in Ischemic Heart Disease Among Individuals with Human Immunodeficiency Virus.Heart Fail Clin. 2025 Apr;21(2):227-239. doi: 10.1016/j.hfc.2024.12.005. Epub 2025 Jan 30. Heart Fail Clin. 2025. PMID: 40107801 Review.
-
Association of a Polygenic Risk Score With Osteoporosis in People Living With HIV: The Swiss HIV Cohort Study.J Infect Dis. 2023 Sep 15;228(6):742-750. doi: 10.1093/infdis/jiad179. J Infect Dis. 2023. PMID: 37225667 Free PMC article.
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous