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Abd-Elmoniem KZ, Ishaq H, Purdy J, Matta J, Hamimi A, Hannoush H, Hadigan C, Gharib AM. Association of Coronary Wall Thickening and Diminished Diastolic Function in Asymptomatic, Low Cardiovascular Disease-Risk Persons Living with HIV. Radiol Cardiothorac Imaging 2024; 6:e230102. [PMID: 38573125 PMCID: PMC11056756 DOI: 10.1148/ryct.230102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 12/19/2023] [Accepted: 02/14/2024] [Indexed: 04/05/2024]
Abstract
Purpose To assess early subclinical coronary artery disease (CAD) burden and its relation to myocardial function in asymptomatic persons living with HIV (PLWH) who are at low risk for cardiovascular disease (CVD). Materials and Methods In this prospective, HIPAA-compliant study (ClinicalTrials.gov NCT01656564 and NCT01399385) conducted from April 2010 to May 2013, 74 adult PLWH without known CVD and 25 matched healthy controls underwent coronary MRI to measure coronary vessel wall thickness (VWT) and echocardiography to assess left ventricular function. Univariable and multivariable linear regression analyses were used to evaluate statistical associations. Results For PLWH, the mean age was 49 years ± 11 (SD), and the median Framingham risk score was 3.2 (IQR, 0.5-6.6); for matched healthy controls, the mean age was 46 years ± 8 and Framingham risk score was 2.3 (IQR, 0.6-6.1). PLWH demonstrated significantly greater coronary artery VWT than did controls (1.47 mm ± 0.22 vs 1.34 mm ± 0.18; P = .006) and a higher left ventricular mass index (LVMI) (77 ± 16 vs 70 ± 13; P = .04). Compared with controls, PLWH showed altered association between coronary artery VWT and both E/A (ratio of left ventricular-filling peak blood flow velocity in early diastole [E wave] to that in late diastole [A wave]) (P = .03) and LVMI (P = .04). In the PLWH subgroup analysis, coronary artery VWT increase was associated with lower E/A (P < .001) and higher LVMI (P = .03), indicating restricted diastolic function. In addition, didanosine exposure was associated with increased coronary artery VWT and decreased E/A ratio. Conclusion Asymptomatic low-CVD-risk PLWH demonstrated increased coronary artery VWT in association with impaired diastolic function, which may be amenable to follow-up studies of coronary pathogenesis to identify potential effects on the myocardium and risk modification strategies. Keywords: Coronary Vessel Wall Thickness, Diastolic Function, HIV, MRI, Echocardiography, Atherosclerosis Clinical trial registration nos. NCT01656564 and NCT01399385 Supplemental material is available for this article. © RSNA, 2024.
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Affiliation(s)
- Khaled Z. Abd-Elmoniem
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Hadjira Ishaq
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Julia Purdy
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Jatin Matta
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Ahmed Hamimi
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Hwaida Hannoush
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Colleen Hadigan
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
| | - Ahmed M. Gharib
- From the Biomedical and Metabolic Imaging Branch, National Institute
of Diabetes and Digestive and Kidney Diseases (K.Z.A.E., H.I., J.M., A.H.,
A.M.G.), Critical Care Medicine Department, National Institutes of Health
Clinical Center (J.P.), National Human Genome Research Institute (H.H.), and
National Institute of Allergy and Infectious Diseases (C.H.), National
Institutes of Health, 10 Center Dr, Bethesda, MD 20892; and Department of
Radiology, University of Chicago, Chicago, Ill (A.H.)
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Milosevic M, Jin Q, Singh A, Amal S. Applications of AI in multi-modal imaging for cardiovascular disease. FRONTIERS IN RADIOLOGY 2024; 3:1294068. [PMID: 38283302 PMCID: PMC10811170 DOI: 10.3389/fradi.2023.1294068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/22/2023] [Indexed: 01/30/2024]
Abstract
Data for healthcare is diverse and includes many different modalities. Traditional approaches to Artificial Intelligence for cardiovascular disease were typically limited to single modalities. With the proliferation of diverse datasets and new methods in AI, we are now able to integrate different modalities, such as magnetic resonance scans, computerized tomography scans, echocardiography, x-rays, and electronic health records. In this paper, we review research from the last 5 years in applications of AI to multi-modal imaging. There have been many promising results in registration, segmentation, and fusion of different magnetic resonance imaging modalities with each other and computer tomography scans, but there are still many challenges that need to be addressed. Only a few papers have addressed modalities such as x-ray, echocardiography, or non-imaging modalities. As for prediction or classification tasks, there have only been a couple of papers that use multiple modalities in the cardiovascular domain. Furthermore, no models have been implemented or tested in real world cardiovascular clinical settings.
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Affiliation(s)
- Marko Milosevic
- Roux Institute, Northeastern University, Portland, ME, United States
| | - Qingchu Jin
- Roux Institute, Northeastern University, Portland, ME, United States
| | - Akarsh Singh
- College of Engineering, Northeastern University, Boston, MA, United States
| | - Saeed Amal
- Roux Institute, Northeastern University, Portland, ME, United States
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Henning RJ, Greene JN. The epidemiology, mechanisms, diagnosis and treatment of cardiovascular disease in adult patients with HIV. AMERICAN JOURNAL OF CARDIOVASCULAR DISEASE 2023; 13:101-121. [PMID: 37213313 PMCID: PMC10193251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 03/22/2023] [Indexed: 05/23/2023]
Abstract
More than 1.2 million people in the United States have Human Immunodeficiency Virus (HIV) infections but 13% of these people are unaware of their HIV infection. Current combination antiretroviral therapy (ART) does not cure HIV infection but rather suppresses the infection with the virus persisting indefinitely in latent reservoirs in the body. As a consequence of ART, HIV infection has changed from a fatal disease in the past to a chronic disease today. Currently in the United States, more than 45% of HIV+ individuals are greater than 50 years of age and 25% will be greater than 65 years of age by 2030. Atherosclerotic cardiovascular disease (CVD), including myocardial infarction, stroke, and cardiomyopathy, is now the major cause of death in HIV+ individuals. Novel risk factors, including chronic immune activation and inflammation in the body, antiretroviral therapy, and traditional CVD risk factors, such as tobacco and illicit drug use, hyperlipidemia, the metabolic syndrome, diabetes mellitus, hypertension, and chronic renal disease, contribute to cardiovascular atherosclerosis. This article discusses the complex interactions involving HIV infection, the novel and traditional risk factors for CVD, and the antiretroviral HIV therapies which can contribute to CVD in HIV-infected people. In addition, the treatment of HIV+ patients with acute myocardial infarction, stroke, and cardiomyopathy/heart failure are discussed. Current recommended ART and their major side effects are summarized in table format. All medical personnel must be aware of the increasing incidence of CVD on the morbidity and mortality in HIV infected patients and must be watchful for the presence of CVD in their patients with HIV.
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Affiliation(s)
- Robert J Henning
- University of South Florida and The Moffitt Cancer Center Tampa, Florida, USA
| | - John N Greene
- University of South Florida and The Moffitt Cancer Center Tampa, Florida, USA
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