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Tomlinson CJ, Ryniker L, Cook HM, Schwartz RM, Non AL. Epigenetics in persons living with HIV: trauma, coping, and FKBP5 and SLC6A4 methylation. Epigenomics 2025; 17:297-307. [PMID: 40069093 PMCID: PMC11970741 DOI: 10.1080/17501911.2025.2476389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Accepted: 03/04/2025] [Indexed: 04/02/2025] Open
Abstract
AIM People living with HIV (PLWH) have an increased risk for lifetime trauma and mental health difficulties. However, no studies have evaluated stress-related genes in relation to early-life adversity, lifetime trauma, or post-traumatic stress disorder (PTSD) in PLWH. METHODS Using bisulfite pyrosequencing, we evaluated DNA methylation (DNAm) in intron 7 of FKBP5, a glucocorticoid feedback regulator, and in the promoter of SLC6A4, the serotonin transporter gene, in whole blood of a random sample of 70 PLWH recruited from an HIV program, and 51 individuals 2 years later (n = 48 at both time points). Exploratory regression analyses were conducted with DNAm in relation to trauma exposure, mental health symptoms, and coping strategies. RESULTS Higher DNAm at one site of SLC6A4 was associated with lower levels of anxiety (B = -0.62 (SE = 0.23), p = 0.0109), depression (B = -0.06 (SE = 0.03), p = 0.0435), and PTSD symptoms at baseline (B = -0.03 (SE = 0.01), p = 0.0374). DNAm at FKBP5 was negatively associated with measures of anxiety (B = -0.30 (SE = 0.07), p = 0.0001) and depression symptoms (B = -0.2 (SE = 0.10), p = 0.0103). Various coping strategies were also associated with sites in both genes across time points, e.g. self-blame and substance use. CONCLUSION Our findings generate intriguing hypotheses linking mental health symptoms and DNA methylation, to be replicated with larger samples.
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Affiliation(s)
- Cassidy J. Tomlinson
- Department of Anthropology, University of California San Diego, La Jolla, CA, USA
| | - Laura Ryniker
- Department of Occupational Medicine, Epidemiology and Prevention, Northwell Health, Great Neck, NY, USA
- Center for Traumatic Stress, Resilience and Recovery at Northwell Health, Great Neck, NY, USA
- Institute of Behavioral Science, Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | - Haley M. Cook
- Department of Occupational Medicine, Epidemiology and Prevention, Northwell Health, Great Neck, NY, USA
- Center for Traumatic Stress, Resilience and Recovery at Northwell Health, Great Neck, NY, USA
| | - Rebecca M. Schwartz
- Department of Occupational Medicine, Epidemiology and Prevention, Northwell Health, Great Neck, NY, USA
- Center for Traumatic Stress, Resilience and Recovery at Northwell Health, Great Neck, NY, USA
- Institute of Behavioral Science, Feinstein Institutes for Medical Research, Manhasset, NY, USA
- Northwell Health, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Amy L. Non
- Department of Anthropology, University of California San Diego, La Jolla, CA, USA
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Rodríguez-Agustín A, Ayala-Suárez R, Díez-Fuertes F, Maleno MJ, de Villasante I, Merkel A, Coiras M, Casanova V, Alcamí J, Climent N. Intracellular HIV-1 Tat regulator induces epigenetic changes in the DNA methylation landscape. Front Immunol 2025; 16:1532692. [PMID: 40103825 PMCID: PMC11913862 DOI: 10.3389/fimmu.2025.1532692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 02/04/2025] [Indexed: 03/20/2025] Open
Abstract
Introduction The HIV regulatory protein Tat enhances viral transcription and also modifies host gene expression, affecting cell functions like cell cycle and apoptosis. Residual expression of Tat protein is detected in blood and other tissues even under antiretroviral treatment. Cohort studies have indicated that, despite virologic suppression, people with HIV (PWH) are at increased risk of comorbidities linked to chronic inflammation, accelerated immune ageing, and cellular senescence, sometimes associated with abnormal genomic methylation patterns. We analysed whether Tat influences DNA methylation and subsequently impacts the transcriptional signature, contributing to inflammation and accelerated ageing. Methods We transfected Jurkat cells with full-length Tat (Tat101), Tat's first exon (Tat72), or an empty vector (TetOFF). We assessed DNA methylation modifications via the Infinium MethylationEPIC array, and we evaluated transcriptomic alterations through RNA-Seq. Methylation levels in gene promoters or body regions were correlated to their expression data, and subsequently, we performed an overrepresentation analysis to identify the biological terms containing differentially methylated and expressed genes. Results Tat101 expression caused significant hyper- and hypomethylation changes at individual CpG sites, resulting in slightly global DNA hypermethylation. Methylation changes at gene promoters and bodies resulted in altered gene expression, specifically regulating gene transcription in 5.1% of differentially expressed genes (DEGs) in Tat101- expressing cells. In contrast, Tat72 had a minimal impact on this epigenetic process. The observed differentially methylated and expressed genes were involved in inflammatory responses, lipid antigen presentation, and apoptosis. Discussion Tat expression in HIV infection may constitute a key epigenetic modelling actor that contributes to HIV pathogenesis and chronic inflammation. Clinical interventions targeting Tat blockade may reduce chronic inflammation and cellular senescence related to HIV infection comorbidities.
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Affiliation(s)
- Andrea Rodríguez-Agustín
- AIDS and HIV Infection Group, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomédiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
| | - Rubén Ayala-Suárez
- AIDS and HIV Infection Group, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomédiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
| | - Francisco Díez-Fuertes
- AIDS Immunopathology Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - María José Maleno
- AIDS and HIV Infection Group, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomédiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
| | - Izar de Villasante
- Bioinformatics Unit, Josep Carreras Leukaemia Research Institute (IJC), Badalona, Spain
| | - Angelika Merkel
- Bioinformatics Unit, Josep Carreras Leukaemia Research Institute (IJC), Badalona, Spain
| | - Mayte Coiras
- Centro de Investigación Biomédica en Red sobre Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Immunopathology and Viral Reservoir Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Víctor Casanova
- AIDS and HIV Infection Group, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomédiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
| | - José Alcamí
- AIDS and HIV Infection Group, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomédiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
- AIDS Immunopathology Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Núria Climent
- AIDS and HIV Infection Group, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomédiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
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Brennan-Ing M, Haberlen S, Ware D, Meanley S, Palella FJ, Bolan R, Cook JA, Okafor CN, Friedman MR, Plankey MW. Does Resilience Mediate the Relationship Between Negative Self-Image and Psychological Distress in Middle-Aged and Older Gay and Bisexual Men? Res Aging 2025; 47:33-46. [PMID: 38886913 PMCID: PMC11781278 DOI: 10.1177/01640275241261414] [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] [Indexed: 06/20/2024]
Abstract
Aging gay and bisexual men may have negative self-images due to body image dissatisfaction and internalized ageism, resulting in psychological distress. Gay and bisexual men with HIV may be at greater risk for distress because of research linking HIV to accelerated aging. We examined associations between self-image and psychological distress, and potential mediating effects (resilience, fitness engagement), and whether these relationships were moderated by HIV serostatus. We tested our hypotheses with structural equation modeling using data from gay and bisexual men with HIV (n = 525, Mage = 57.6) and without HIV (n = 501, Mage = 62.2). We observed significant positive associations between self-image and distress and significant mediation effects (resilience, fitness engagement) that were moderated by HIV serostatus (resilience was only significant for men with HIV). We conclude that resilience interventions may be beneficial in alleviating distress from negative self-image among aging gay and bisexual men with HIV.
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Affiliation(s)
- Mark Brennan-Ing
- Brookdale Center for Healthy Aging, Hunter College, the City University of New York
| | | | - Deanna Ware
- Department of Medicine, Division of General Internal Medicine, Georgetown University
| | - Steven Meanley
- Department of Family and Community Health, University of Pennsylvania School of Nursing
| | - Frank J. Palella
- Feinberg School of Medicine, Northwestern Medicine, Northwestern University
| | - Robert Bolan
- Department of Family Medicine, University of Southern California
| | - Judith A. Cook
- Center on Mental Health Services Research and Policy, University of Illinois at Chicago
| | - Chukwuemeka N. Okafor
- Division of Infectious Diseases, Department of Medicine, Long School of Medicine, University of Texas Health Science Center San Antonio
| | | | - Michael W. Plankey
- Department of Medicine, Division of General Internal Medicine, Georgetown University
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Sun J, Ditzenberger GL, Brown TT, Langan S, Hsu HY, Ng D, Palella FJ, Lake JE, Kingsley LA, Koletar SL, Post W, Erlandson KM. Muscle Quality and Physical Function in Men With and Without HIV. J Gerontol A Biol Sci Med Sci 2024; 79:glae229. [PMID: 39288937 PMCID: PMC11497161 DOI: 10.1093/gerona/glae229] [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: 02/19/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND People with HIV (PWH) experience faster physical decline than those without HIV (PWoH), despite antiretroviral therapy. We compared skeletal muscle density and area and their relationship with physical function among PWH and PWoH. METHODS Quantitative computed tomography scans were performed at the L4-L5 spinal region and the thigh to evaluate muscle groups in Multicenter AIDS Cohort Study participants at baseline. Using exploratory factor analysis, we summarized aggregated muscle measures based on factor loadings. Longitudinal associations between muscle area and density with gait speed and grip strength were examined using multivariable linear regression models with generalized estimating equations, adjusting for demographics, HIV serostatus, and other health metrics. RESULTS We included 798 men (61% of PWH). The median age was 54 years (interquartile range: 49-59), 61% were White, 32% Black, and 10% Hispanic. Among them, 22% had a body mass index over 30 kg/m2, and 14% had diabetes. Two factors emerged from the factor analysis explaining 55.9% of variance. Factor 1 (explained 32.5% of variance) encompassed all density measures. Factor 2 (explained 23.4% of variance) encompassed all area measures. Associations between muscle density and gait speed were more pronounced with aggregated measures than with individual ones. Specifically, each unit increase in overall muscle density correlated with a 0.028 m/s increase in gait speed (95% confidence interval [CI]: 0.017, 0.038, p < .01). Grip strength was associated with aggregated measures of both muscle density and area, with overall muscle density associated with a 1.88 kg increase in grip strength (95% CI: 1.29, 2.46, p < .01), and overall muscle area with a 1.60 kg increase (95% CI: 1.02, 2.19, p < .01). CONCLUSIONS Aggregated muscle density and area measurements were significantly associated with physical function. These correlations underscore the importance of interventions to enhance skeletal muscle to improve healthy aging for PWH and PWoH.
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Affiliation(s)
- Jing Sun
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Grace L Ditzenberger
- Department of Medicine, University of Colorado Denver-Anschutz Medical Campus, Aurora, Colorado, USA
| | - Todd T Brown
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Susan Langan
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hsing-Yu Hsu
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Derek Ng
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Frank J Palella
- Department of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jordan E Lake
- Department of Internal Medicine, McGovern Medical School, UTHealth, Houston, Texas, USA
| | - Lawrence A Kingsley
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Susan L Koletar
- Division of Infectious Diseases, The Ohio State University, College of Medicine, Columbus, Ohio, USA
| | - Wendy Post
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kristine M Erlandson
- Department of Medicine, University of Colorado Denver-Anschutz Medical Campus, Aurora, Colorado, USA
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Guo S, Zhang J, Yang X, Weissman S, Olatosi B, Patel RC, Li X. Impact of HIV on COVID-19 Outcomes: A Propensity Score Matching Analysis with Varying Age Differences. AIDS Behav 2024; 28:124-135. [PMID: 37289345 PMCID: PMC10249542 DOI: 10.1007/s10461-023-04088-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/15/2023] [Indexed: 06/09/2023]
Abstract
To exploratorily test (1) the impact of HIV and aging process among PLWH on COVID-19 outcomes; and (2) whether the effects of HIV on COVID-19 outcomes differed by immunity level. The data used in this study was retrieved from the COVID-19 positive cohort in National COVID Cohort Collaborative (N3C). Multivariable logistic regression models were conducted on populations that were matched using either exact matching or propensity score matching (PSM) with varying age difference between PLWH and non-PLWH to examine the impact of HIV and aging process on all-cause mortality and hospitalization among COVID-19 patients. Subgroup analyses by CD4 counts and viral load (VL) levels were conducted using similar approaches. Among the 2,422,864 adults with a COVID-19 diagnosis, 15,188 were PLWH. PLWH had a significantly higher odds of death compared to non-PLWH until age difference reached 6 years or more, while PLWH were still at an elevated risk of hospitalization across all matched cohorts. The odds of both severe outcomes were persistently higher among PLWH with CD4 < 200 cells/mm3. VL ≥ 200 copies/ml was only associated with higher hospitalization, regardless of the predefined age differences. Age advancement in HIV might significantly contribute to the higher risk of COVID-19 mortality and HIV infection may still impact COVID-19 hospitalization independent of the age advancement in HIV.
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Affiliation(s)
- Siyuan Guo
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Jiajia Zhang
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Xueying Yang
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.
- Department of Health Promotion, Education and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.
| | - Sharon Weissman
- Department of Internal Medicine, School of Medicine, University of South Carolina, Columbia, SC, USA
| | - Bankole Olatosi
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Rena C Patel
- Departments of Medicine and Global Health, University of Washington, Seattle, WA, USA
| | - Xiaoming Li
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
- Department of Health Promotion, Education and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
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Grozdeva R, Ivanov D, Strashimirov D, Kapincheva N, Yordanova R, Mihailova S, Georgieva A, Alexiev I, Grigorova L, Partsuneva A, Dimitrova R, Gancheva A, Kostadinova A, Naseva E, Yancheva N. Relationship between Modern ART Regimens and Immunosenescence Markers in Patients with Chronic HIV Infection. Viruses 2024; 16:1205. [PMID: 39205179 PMCID: PMC11360605 DOI: 10.3390/v16081205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 07/12/2024] [Accepted: 07/24/2024] [Indexed: 09/04/2024] Open
Abstract
The increased life expectancy of PLHIV (People Living with HIV) and the successful highly combined antiretroviral therapy (cART) poses new clinical challenges regarding aging and its co-morbid condition. It is commonly believed that HIV infection "accelerates" aging. Human immunodeficiency virus type 1 (HIV-1) infection is characterized by inflammation and immune activation that persists despite cART, and that may contribute to the development of co-morbid conditions. In this regard, we aimed to compare current cART regimens in light of premature aging to evaluate differences in their ability to reduce immune activation and inflammation in virologically suppressed patients. We studied a panel of biomarkers (IFN-γ, IL-1β, IL-12p70, IL-2, IL-4, IL-5, IL-6, IL-13, IL-18, GM-CSF, TNF-α, C-reactive protein, D-dimer, soluble CD14), which could provide a non-invasive and affordable approach to monitor HIV-related chronic inflammation. The results of the current study do not provide hard evidence favoring a particular cART regimen, although they show a less favorable regimen profile containing a protease inhibitor. Our data suggest an incomplete reduction of inflammation and immune activation in terms of the effective cART. It is likely that the interest in various biomarkers related to immune activation and inflammation as predictors of clinical outcomes among PLHIV will increase in the future.
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Affiliation(s)
- Rusina Grozdeva
- Department of Infectious Diseases, Parasitology and Tropical Medicine, Medical University Sofia, 1431 Sofia, Bulgaria; (D.I.); (D.S.); (N.K.); (R.Y.)
| | - Daniel Ivanov
- Department of Infectious Diseases, Parasitology and Tropical Medicine, Medical University Sofia, 1431 Sofia, Bulgaria; (D.I.); (D.S.); (N.K.); (R.Y.)
| | - Dimitar Strashimirov
- Department of Infectious Diseases, Parasitology and Tropical Medicine, Medical University Sofia, 1431 Sofia, Bulgaria; (D.I.); (D.S.); (N.K.); (R.Y.)
| | - Nikol Kapincheva
- Department of Infectious Diseases, Parasitology and Tropical Medicine, Medical University Sofia, 1431 Sofia, Bulgaria; (D.I.); (D.S.); (N.K.); (R.Y.)
| | - Ralitsa Yordanova
- Department of Infectious Diseases, Parasitology and Tropical Medicine, Medical University Sofia, 1431 Sofia, Bulgaria; (D.I.); (D.S.); (N.K.); (R.Y.)
| | - Snejina Mihailova
- Central Laboratory of Clinical Immunology, University Hospital Alexandrovska, 1431 Sofia, Bulgaria; (S.M.); (A.G.)
| | - Atanaska Georgieva
- Central Laboratory of Clinical Immunology, University Hospital Alexandrovska, 1431 Sofia, Bulgaria; (S.M.); (A.G.)
| | - Ivailo Alexiev
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases (NCIPD), 1504 Sofia, Bulgaria; (I.A.); (L.G.); (A.P.); (R.D.); (A.G.); (A.K.)
| | - Lyubomira Grigorova
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases (NCIPD), 1504 Sofia, Bulgaria; (I.A.); (L.G.); (A.P.); (R.D.); (A.G.); (A.K.)
| | - Alexandra Partsuneva
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases (NCIPD), 1504 Sofia, Bulgaria; (I.A.); (L.G.); (A.P.); (R.D.); (A.G.); (A.K.)
| | - Reneta Dimitrova
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases (NCIPD), 1504 Sofia, Bulgaria; (I.A.); (L.G.); (A.P.); (R.D.); (A.G.); (A.K.)
| | - Anna Gancheva
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases (NCIPD), 1504 Sofia, Bulgaria; (I.A.); (L.G.); (A.P.); (R.D.); (A.G.); (A.K.)
| | - Asya Kostadinova
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases (NCIPD), 1504 Sofia, Bulgaria; (I.A.); (L.G.); (A.P.); (R.D.); (A.G.); (A.K.)
| | - Emilia Naseva
- Department of Health Economics, Faculty of Public Health “Prof. Tsekomir Vodenicharov, MD, DSc”, Medical University of Sofia, 1527 Sofia, Bulgaria;
- Medical Faculty, Sofia University St. Kliment Ohridski, 1407 Sofia, Bulgaria
| | - Nina Yancheva
- Department of Infectious Diseases, Parasitology and Tropical Medicine, Medical University Sofia, 1431 Sofia, Bulgaria; (D.I.); (D.S.); (N.K.); (R.Y.)
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Abdullah G, Akpan A, Phelan MM, Wright HL. New insights into healthy ageing, inflammageing and frailty using metabolomics. FRONTIERS IN AGING 2024; 5:1426436. [PMID: 39044748 PMCID: PMC11263002 DOI: 10.3389/fragi.2024.1426436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 06/24/2024] [Indexed: 07/25/2024]
Abstract
Human ageing is a normal process and does not necessarily result in the development of frailty. A mix of genetic, environmental, dietary, and lifestyle factors can have an impact on ageing, and whether an individual develops frailty. Frailty is defined as the loss of physiological reserve both at the physical and cellular levels, where systemic processes such as oxidative stress and inflammation contribute to physical decline. The newest "omics" technology and systems biology discipline, metabolomics, enables thorough characterisation of small-molecule metabolites in biological systems at a particular time and condition. In a biological system, metabolites-cellular intermediate products of metabolic reactions-reflect the system's final response to genomic, transcriptomic, proteomic, epigenetic, or environmental alterations. As a relatively newer technique to characterise metabolites and biomarkers in ageing and illness, metabolomics has gained popularity and has a wide range of applications. We will give a comprehensive summary of what is currently known about metabolomics in studies of ageing, with a focus on biomarkers for frailty. Metabolites related to amino acids, lipids, carbohydrates, and redox metabolism may function as biomarkers of ageing and/or frailty development, based on data obtained from human studies. However, there is a complexity that underpins biological ageing, due to both genetic and environmental factors that play a role in orchestrating the ageing process. Therefore, there is a critical need to identify pathways that contribute to functional decline in people with frailty.
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Affiliation(s)
- Genna Abdullah
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Asangaedem Akpan
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
- Division of Internal Medicine, University of Western Australia, Bunbury, WA, Australia
- Faculty of Health Sciences, Curtis University, Bunbury, WA, Australia
- Department of Geriatric Medicine, Bunbury Regional Hospital, Bunbury, WA, Australia
| | - Marie M. Phelan
- Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- High Field NMR Facility, Liverpool Shared Research Facilities University of Liverpool, Liverpool, United Kingdom
| | - Helen L. Wright
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
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Sehl ME, Breen EC, Shih R, Li F, Zhang J, Langfelder P, Horvath S, Bream JH, Duggal P, Martinson J, Wolinsky SM, Martinez-Maza O, Ramirez CM, Jamieson BD. Decreased but persistent epigenetic age acceleration is associated with changes in T-cell subsets after initiation of highly active antiretroviral therapy in persons living with HIV. FRONTIERS IN BIOINFORMATICS 2024; 4:1356509. [PMID: 38855141 PMCID: PMC11157435 DOI: 10.3389/fbinf.2024.1356509] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 03/25/2024] [Indexed: 06/11/2024] Open
Abstract
Introduction Persons living with HIV (PLWH) experience the early onset of age-related illnesses, even in the setting of successful human immunodeficiency virus (HIV) suppression with highly active antiretroviral therapy (HAART). HIV infection is associated with accelerated epigenetic aging as measured using DNA methylation (DNAm)-based estimates of biological age and of telomere length (TL). Methods DNAm levels (Infinium MethylationEPIC BeadChip) from peripheral blood mononuclear cells from 200 PLWH and 199 HIV-seronegative (SN) participants matched on chronologic age, hepatitis C virus, and time intervals were used to calculate epigenetic age acceleration, expressed as age-adjusted acceleration residuals from 4 epigenetic clocks [Horvath's pan-tissue age acceleration residual (AAR), extrinsic epigenetic age acceleration (EEAA), phenotypic epigenetic age acceleration (PEAA), and grim epigenetic age acceleration (GEAA)] plus age-adjusted DNAm-based TL (aaDNAmTL). Epigenetic age acceleration was compared for PLWH and SN participants at two visits: up to 1.5 years prior and 2-3 years after HAART (or equivalent visits). Flow cytometry was performed in PLWH and SN participants at both visits to evaluate T-cell subsets. Results Epigenetic age acceleration in PLWH decreased after the initiation of HAART but remained greater post-HAART than that in age-matched SN participants, with differences in medians of 6.6, 9.1, and 7.7 years for AAR, EEAA, and PEAA, respectively, and 0.39 units of aaDNAmTL shortening (all p < 0.001). Cumulative HIV viral load after HAART initiation was associated with some epigenetic acceleration (EEAA, PEAA, and aaDNAmTL), but even PLWH with undetectable HIV post-HAART showed persistent epigenetic age acceleration compared to SN participants (p < 0.001). AAR, EEAA, and aaDNAmTL showed significant associations with total, naïve, and senescent CD8 T-cell counts; the total CD4 T-cell counts were associated with AAR, EEAA, and PEAA (p = 0.04 to <0.001). In an epigenome-wide analysis using weighted gene co-methylation network analyses, 11 modules demonstrated significant DNAm differences pre- to post-HAART initiation. Of these, nine were previously identified as significantly different from pre- to post-HIV infection but in the opposite direction. Discussion In this large longitudinal study, we demonstrated that, although the magnitude of the difference decreases with HAART is associated with the cumulative viral load, PLWH are persistently epigenetically older than age-matched SN participants even after the successful initiation of HAART, and these changes are associated with changes in T-cell subsets.
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Affiliation(s)
- Mary E. Sehl
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
- Department of Computational Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Elizabeth Crabb Breen
- Department of Psychiatry and Biobehavioral Sciences, Cousins Center for Psychoneuroimmunology, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
| | - Roger Shih
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Fengxue Li
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Joshua Zhang
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
| | - Peter Langfelder
- Center for Neurobehavioral Genetics, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, United States
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Steve Horvath
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
- Altos Labs, San Diego Institute of Science, San Diego, CA, United States
| | - Jay H. Bream
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Immunology Training Program, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Priya Duggal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Jeremy Martinson
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Steven M. Wolinsky
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Otoniel Martinez-Maza
- Departments of Obstetrics and Gynecology and Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA, United States
| | - Christina M. Ramirez
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Beth D. Jamieson
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
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9
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Zhang J, Sehl ME, Shih R, Breen EC, Li F, Lu AT, Bream JH, Duggal P, Martinson J, Wolinsky SM, Martinez-Maza O, Ramirez CM, Horvath S, Jamieson BD. Effects of highly active antiretroviral therapy initiation on epigenomic DNA methylation in persons living with HIV. FRONTIERS IN BIOINFORMATICS 2024; 4:1357889. [PMID: 38855142 PMCID: PMC11157437 DOI: 10.3389/fbinf.2024.1357889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 03/18/2024] [Indexed: 06/11/2024] Open
Abstract
Introduction: Highly active antiretroviral therapy (HAART) helps improve some measures of accelerated epigenetic aging in persons living with HIV (PLWH), but its overall impact on the epigenome is not fully understood. Methods: In this study, we analyzed the DNA methylation profiles of PLWH (n = 187) shortly before and approximately 2-3 years after they started HAART, as well as matched seronegative (SN) controls (n = 187), taken at two time intervals. Our aim was to identify specific CpGs and biologic pathways associated with HIV infection and initiation of HAART. Additionally, we attempted to identify epigenetic changes associated with HAART initiation that were independent of HIV-associated changes, using matched HIV seronegative (SN) controls (matched on age, hepatitis C status, and interval between visits) to identify CpGs that did not differ between PLWH and SN pre-HAART but were significantly associated with HAART initiation while being unrelated to HIV viral load. Epigenome-wide association studies (EWAS) on >850,000 CpG sites were performed using pre- and post-HAART samples from PLWH. The results were then annotated using the Genomic Regions Enrichment of Annotations Tool (GREAT). Results: When only pre- and post-HAART visits in PLWH were compared, gene ontologies related to immune function and diseases related to immune function were significant, though with less significance for PLWH with detectable HIV viral loads (>50 copies/mL) at the post-HAART visit. To specifically elucidate the effects of HAART separately from HIV-induced methylation changes, we performed EWAS of HAART while also controlling for HIV viral load, and found gene ontologies associated with transplant rejection, transplant-related diseases, and other immunologic signatures. Additionally, we performed a more focused analysis that examined CpGs reaching genome-wide significance (p < 1 × 10-7) from the viral load-controlled EWAS that did not differ between all PLWH and matched SN controls pre-HAART. These CpGs were found to be near genes that play a role in retroviral drug metabolism, diffuse large B cell lymphoma proliferation, and gastric cancer metastasis. Discussion: Overall, this study provides insight into potential biological functions associated with DNA methylation changes induced by HAART initiation in persons living with HIV.
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Affiliation(s)
- Joshua Zhang
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Mary E. Sehl
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
- Department of Computational Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Roger Shih
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Elizabeth Crabb Breen
- Department of Psychiatry and Biobehavioral Sciences, Cousins Center for Psychoneuroimmunology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
| | - Fengxue Li
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, United States
| | - Ake T. Lu
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
- Altos Labs, San Diego Institute of Science, San Diego, CA, United States
| | - Jay H. Bream
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Immunology Training Program, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Priya Duggal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Jeremy Martinson
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Steven M. Wolinsky
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Otoniel Martinez-Maza
- Departments of Obstetrics and Gynecology and Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA, United States
| | - Christina M. Ramirez
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, United States
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, United States
- Altos Labs, San Diego Institute of Science, San Diego, CA, United States
| | - Beth D. Jamieson
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States
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10
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Spooner RK, Taylor BK, Ahmad IM, Dyball K, Emanuel K, O'Neill J, Kubat M, Fox HS, Bares SH, Stauch KL, Zimmerman MC, Wilson TW. Clinical markers of HIV predict redox-regulated neural and behavioral function in the sensorimotor system. Free Radic Biol Med 2024; 212:322-329. [PMID: 38142954 PMCID: PMC11161132 DOI: 10.1016/j.freeradbiomed.2023.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/07/2023] [Accepted: 12/18/2023] [Indexed: 12/26/2023]
Abstract
Even in the modern era of combination antiretroviral therapy, aberrations in motor control remain a predominant symptom contributing to age-related functional dependencies (e.g., neurocognitive impairment) in people with HIV (PWH). While recent evidence implicates aberrant mitochondrial redox environments in the modulation of neural oscillatory activity serving motor control in PWH, the contribution of important clinical and demographic factors on this bioenergetic-neural-behavioral pathway is unknown. Herein, we evaluate the predictive capacity of clinical metrics pertinent to HIV (e.g., CD4 nadir, time with viremia) and age on mitochondrial redox-regulated sensorimotor brain-behavior dynamics in 69 virally-suppressed PWH. We used state-of-the-art systems biology and neuroscience approaches, including Seahorse analyzer of mitochondrial energetics, EPR spectroscopy of intracellular oxidant levels, antioxidant activity assays pertinent to superoxide and hydrogen peroxide (H2O2) redox environments, and magnetoencephalographic (MEG) imaging to quantify sensorimotor oscillatory dynamics. Our results demonstrate differential effects of redox systems on the neural dynamics serving motor function in PWH. In addition, measures of immune stability and duration of compromise due to HIV had dissociable effects on this pathway, above and beyond the effects of age alone. Moreover, peripheral measures of antioxidant activity (i.e., superoxide dismutase) fully mediated the relationship between immune stability and current behavioral performance, indicative of persistent oxidative environments serving motor control in the presence of virologic suppression. Taken together, our data suggest that disease-related factors, in particular, are stronger predictors of current redox, neural and behavioral profiles serving motor function, which may serve as effective targets for alleviating HIV-specific alterations in cognitive-motor function in the future.
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Affiliation(s)
- Rachel K Spooner
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Germany.
| | - Brittany K Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
| | - Iman M Ahmad
- College of Allied Health Professions, UNMC, Omaha, NE, USA
| | - Kelsey Dyball
- Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Katy Emanuel
- Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Maureen Kubat
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Howard S Fox
- Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Sara H Bares
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Kelly L Stauch
- Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | | | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
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11
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Dickey BL, Putney RM, Suneja G, Kresovich JK, Spivak AM, Patel AB, Teng M, Extermann M, Giuliano AR, Gillis N, Berglund A, Coghill AE. Differences in epigenetic age by HIV status among patients with a non-AIDS defining cancer. AIDS 2023; 37:2049-2057. [PMID: 37467055 PMCID: PMC10538418 DOI: 10.1097/qad.0000000000003661] [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] [Indexed: 07/21/2023]
Abstract
OBJECTIVE People with HIV (PWH) are living longer and experiencing higher numbers of non-AIDS-defining cancers (NADC). Epigenetic aging biomarkers have been linked to cancer risk, and cancer is now a leading cause of death in PWH, but these biomarkers have not been investigated in PWH and cancer. DESIGN In order to compare epigenetic age by HIV status, HIV-uninfected participants were matched to PWH by reported age, tumor site, tumor sequence number, and cancer treatment status. METHODS DNA from blood was assayed using Illumina MethylationEPIC BeadChip, and we estimated immune cell composition and aging from three epigenetic clocks: Horvath, GrimAge, and epiTOC2. Age acceleration by clock was computed as the residual from the expected value, calculated using linear regression, for each study participant. Comparisons across HIV status used the Wilcoxon rank sum test. Hazard ratios and 95% confidence intervals for the association between age acceleration and survival in PWH were estimated with Cox regression. RESULTS Among 65 NADC participants with HIV and 64 without, biological age from epiTOC2 ( P < 0.0001) and GrimAge ( P = 0.017) was significantly higher in PWH. Biological age acceleration was significantly higher in PWH using epiTOC2 ( P < 0.01) and GrimAge ( P < 0.0001), with the difference in GrimAge remaining statistically significant after adjustment for immune cell composition. Among PWH, GrimAge acceleration was significantly associated with increased risk of death (hazard ratio 1.11; 95% confidence interval (CI) 1.04-1.18). CONCLUSION We observed a higher epigenetic age in PWH with a NADC diagnosis compared with their HIV-uninfected counterparts, as well as a significant association between this accelerated biological aging and survival for patients diagnosed with a NADC.
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Affiliation(s)
| | - Ryan M Putney
- Biostatistics/Bioinformatics Division, Moffitt Cancer Center
| | - Gita Suneja
- Department of Radiation Oncology, University of Utah
| | - Jacob K Kresovich
- Department of Cancer Epidemiology
- Department of Breast Oncology, Moffitt Cancer Center
| | - Adam M Spivak
- Division of Infectious Diseases, Department of Medicine, University of Utah School of Medicine
| | - Ami B Patel
- Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, Utah
| | - Mingxiang Teng
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute
| | | | - Anna R Giuliano
- Department of Cancer Epidemiology
- Center for Immunization and Infection Research in Cancer
| | | | - Anders Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute
| | - Anna E Coghill
- Department of Cancer Epidemiology
- Center for Immunization and Infection Research in Cancer
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida, USA
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12
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Vines L, Sotelo D, Giddens N, Manza P, Volkow ND, Wang GJ. Neurological, Behavioral, and Pathophysiological Characterization of the Co-Occurrence of Substance Use and HIV: A Narrative Review. Brain Sci 2023; 13:1480. [PMID: 37891847 PMCID: PMC10605099 DOI: 10.3390/brainsci13101480] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/10/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
Combined antiretroviral therapy (cART) has greatly reduced the severity of HIV-associated neurocognitive disorders in people living with HIV (PLWH); however, PLWH are more likely than the general population to use drugs and suffer from substance use disorders (SUDs) and to exhibit risky behaviors that promote HIV transmission and other infections. Dopamine-boosting psychostimulants such as cocaine and methamphetamine are some of the most widely used substances among PLWH. Chronic use of these substances disrupts brain function, structure, and cognition. PLWH with SUD have poor health outcomes driven by complex interactions between biological, neurocognitive, and social factors. Here we review the effects of comorbid HIV and psychostimulant use disorders by discussing the distinct and common effects of HIV and chronic cocaine and methamphetamine use on behavioral and neurological impairments using evidence from rodent models of HIV-associated neurocognitive impairments (Tat or gp120 protein expression) and clinical studies. We also provide a biopsychosocial perspective by discussing behavioral impairment in differentially impacted social groups and proposing interventions at both patient and population levels.
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Affiliation(s)
- Leah Vines
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Diana Sotelo
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Natasha Giddens
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI 53719, USA;
| | - Peter Manza
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Nora D. Volkow
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Gene-Jack Wang
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
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13
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Lee D. The importance of exercise and physical activity in older adults with HIV. AIDS 2023; 37:1905-1907. [PMID: 37646590 DOI: 10.1097/qad.0000000000003664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Affiliation(s)
- Daniel Lee
- Division of Infectious Diseases & Global Public Health, University of California
- Owen Clinic, University of California, San Diego Health System, San Diego, California, USA
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14
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Bukic E, Milasin J, Toljic B, Jadzic J, Jevtovic D, Obradovic B, Dragovic G. Association between Combination Antiretroviral Therapy and Telomere Length in People Living with Human Immunodeficiency Virus. BIOLOGY 2023; 12:1210. [PMID: 37759609 PMCID: PMC10525818 DOI: 10.3390/biology12091210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/03/2023] [Accepted: 08/30/2023] [Indexed: 09/29/2023]
Abstract
Long-term exposure to combination antiretroviral therapy (cART) may be associated with accelerated ageing. Telomere length is considered to be reliable aging biomarker. The aim of this study was to compare patients' relative telomere length (RTL) between and within different cART classes and to estimate the impact of certain HIV-related variables on RTL. The study was conducted in 176 HIV-infected male patients receiving cART, with ≤50 copies HIV RNA/mL plasma. RTL was determined from mononuclear cells by quantitative polymerase chain reaction. Standard statistical tests and unsupervised machine learning were performed. The mean RTL was 2.50 ± 1.87. There was no difference (p = 0.761) in RTL between therapeutic groups: two nucleoside reverse transcriptase inhibitors as the backbone treatment, combined with either integrase inhibitor, protease inhibitor, or non-nucleoside reverse transcriptase inhibitor (NNRTI). Machine learning results suggested duration of HIV infection, CD4+ T-cell count, and cART, including NNRTI, as potentially significant variables impacting RTL. Kendall's correlation test excluded duration of HIV infection (p = 0.220) and CD4+ T-cell count (p = 0.536) as significant. The Mann-Whitney test confirmed that cART containing NNRTI impacted RTL (p = 0.018). This was the first study to show that patients using efavirenz within cART had significantly shorter telomeres than patients using nevirapine.
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Affiliation(s)
- Ena Bukic
- Department of Pharmacology, Clinical Pharmacology and Toxicology, University of Belgrade Faculty of Medicine, 11000 Belgrade, Serbia
| | - Jelena Milasin
- Department of Human Genetics, School of Dental Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Bosko Toljic
- Department of Human Genetics, School of Dental Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Jelena Jadzic
- Center of Bone Biology, University of Belgrade Faculty of Medicine, 11000 Belgrade, Serbia
| | - Djordje Jevtovic
- Infective and Tropical Diseases Hospital, University of Belgrade Faculty of Medicine, 11000 Belgrade, Serbia
| | - Bozana Obradovic
- Department of Pharmacology, Clinical Pharmacology and Toxicology, University of Belgrade Faculty of Medicine, 11000 Belgrade, Serbia
| | - Gordana Dragovic
- Department of Pharmacology, Clinical Pharmacology and Toxicology, University of Belgrade Faculty of Medicine, 11000 Belgrade, Serbia
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15
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Bernardino JI, Alejos B, Rodriguez-Centeno J, Esteban-Cantos A, Mora-Rojas B, Montejano R, De Miguel R, Montero-Alonso M, Ayerdi O, Hernández-Gutierrez C, Curran A, Arribas JR, Rodés B. Monocyte Activation and Ageing Biomarkers in the Development of Cardiovascular Ischaemic Events or Diabetes in People with HIV. Microorganisms 2023; 11:1818. [PMID: 37512990 PMCID: PMC10385988 DOI: 10.3390/microorganisms11071818] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/05/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
We investigated whether blood telomere length (TL), epigenetic age acceleration (EAA), and soluble inflammatory monocyte cytokines are associated with cardiovascular events or diabetes (DM) in people living with HIV (PLHIV). This was a case-control study nested in the Spanish HIV/AIDS Cohort (CoRIS). Cases with myocardial infarction, stroke, sudden death, or diabetes after starting antiretroviral therapy were included with the available samples and controls matched for sex, age, tobacco use, pre-ART CD4 cell count, viral load, and sample time-point. TL (T/S ratio) was analysed by quantitative PCR and EAA with DNA methylation changes by next-generation sequencing using the Weidner formula. Conditional logistic regression was used to explore the association with cardiometabolic events. In total, 180 participants (94 cases (22 myocardial infarction/sudden death, 12 strokes, and 60 DM) and 94 controls) were included. Of these, 84% were male, median (IQR) age 46 years (40-56), 53% were current smokers, and 22% had CD4 count ≤ 200 cells/mm3 and a median (IQR) log viral load of 4.52 (3.77-5.09). TL and EAA were similar in the cases and controls. There were no significant associations between TL, EAA, and monocyte cytokines with cardiometabolic events. TL and EAA were mildly negatively correlated with sCD14 (rho = -0.23; p = 0.01) and CCL2/MCP-1 (rho = -0.17; p = 0.02). We found no associations between TL, EAA, and monocyte cytokines with cardiovascular events or diabetes. Further studies are needed to elucidate the clinical value of epigenetic biomarkers and TL in PLHIV.
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Affiliation(s)
- Jose I Bernardino
- Unidad de VIH, Hospital Universitario La Paz, IdiPAZ, 28046 Madrid, Spain
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Belen Alejos
- Centro Nacional de Epidemiología, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Javier Rodriguez-Centeno
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
- HIV/AIDS and Infectious Diseases Research Group, IdiPAZ, 28046 Madrid, Spain
| | - Andrés Esteban-Cantos
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
- HIV/AIDS and Infectious Diseases Research Group, IdiPAZ, 28046 Madrid, Spain
| | - Beatriz Mora-Rojas
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
- HIV/AIDS and Infectious Diseases Research Group, IdiPAZ, 28046 Madrid, Spain
| | - Rocío Montejano
- Unidad de VIH, Hospital Universitario La Paz, IdiPAZ, 28046 Madrid, Spain
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Rosa De Miguel
- Unidad de VIH, Hospital Universitario La Paz, IdiPAZ, 28046 Madrid, Spain
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Marta Montero-Alonso
- Unidad de Enfermedades Infecciosas, Hospital Universitario y Politécnico La Fe, 46026 Valencia, Spain
| | - Oskar Ayerdi
- Centro Sanitario Sandoval, Hospital Clínico San Carlos, IdiSSSC, 28010 Madrid, Spain
| | - Cristina Hernández-Gutierrez
- Departamento de Medicina Interna, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, 28805 Madrid, Spain
| | - Adriá Curran
- Departamento Enfermedades Infecciosas, Hospital Universitari Vall d'Hebron, VHIR, 08035 Barcelona, Spain
| | - Jose R Arribas
- Unidad de VIH, Hospital Universitario La Paz, IdiPAZ, 28046 Madrid, Spain
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Berta Rodés
- CIBERINFECC, Instituto de Salud Carlos III, 28029 Madrid, Spain
- HIV/AIDS and Infectious Diseases Research Group, IdiPAZ, 28046 Madrid, Spain
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16
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Caputo V, Libera M, Sisti S, Giuliani B, Diotti RA, Criscuolo E. The initial interplay between HIV and mucosal innate immunity. Front Immunol 2023; 14:1104423. [PMID: 36798134 PMCID: PMC9927018 DOI: 10.3389/fimmu.2023.1104423] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/17/2023] [Indexed: 02/01/2023] Open
Abstract
Human Immunodeficiency Virus (HIV) is still one of the major global health issues, and despite significant efforts that have been put into studying the pathogenesis of HIV infection, several aspects need to be clarified, including how innate immunity acts in different anatomical compartments. Given the nature of HIV as a sexually transmitted disease, one of the aspects that demands particular attention is the mucosal innate immune response. Given this scenario, we focused our attention on the interplay between HIV and mucosal innate response: the different mucosae act as a physical barrier, whose integrity can be compromised by the infection, and the virus-cell interaction induces the innate immune response. In addition, we explored the role of the mucosal microbiota in facilitating or preventing HIV infection and highlighted how its changes could influence the development of several opportunistic infections. Although recent progress, a proper characterization of mucosal innate immune response and microbiota is still missing, and further studies are needed to understand how they can be helpful for the formulation of an effective vaccine.
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17
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Titanji BK, Lee M, Wang Z, Chen J, Hui Q, Lo Re III V, So-Armah K, Justice AC, Xu K, Freiberg M, Gwinn M, Marconi VC, Sun YV. Epigenome-wide association study of biomarkers of liver function identifies albumin-associated DNA methylation sites among male veterans with HIV. Front Genet 2022; 13:1020871. [PMID: 36303554 PMCID: PMC9592923 DOI: 10.3389/fgene.2022.1020871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 09/22/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Liver disease (LD) is an important cause of morbidity and mortality for people with HIV (PWH). The molecular factors linked with LD in PWH are varied and incompletely characterized. We performed an epigenome-wide association study (EWAS) to identify associations between DNA methylation (DNAm) and biomarkers of liver function-aspartate transaminase, alanine transaminase, albumin, total bilirubin, platelet count, FIB-4 score, and APRI score-in male United States veterans with HIV. Methods: Blood samples and clinical data were obtained from 960 HIV-infected male PWH from the Veterans Aging Cohort Study. DNAm was assessed using the Illumina 450K or the EPIC 850K array in two mutually exclusive subsets. We performed a meta-analysis for each DNAm site measured by either platform. We also examined the associations between four measures of DNAm age acceleration (AA) and liver biomarkers. Results: Nine DNAm sites were positively associated with serum albumin in the meta-analysis of the EPIC and 450K EWAS after correcting for multiple testing. Four DNAm sites (cg16936953, cg18942579, cg01409343, and cg12054453), annotated within the TMEM49 and four of the remaining five sites (cg18181703, cg03546163, cg20995564, and cg23966214) annotated to SOCS3, FKBP5, ZEB2, and SAMD14 genes, respectively. The DNAm site, cg12992827, was not annotated to any known coding sequence. No significant associations were detected for the other six liver biomarkers. Higher PhenoAA was significantly associated with lower level of serum albumin (β = -0.007, p-value = 8.6 × 10-4, CI: -0.011116, -0.002884). Conclusion: We identified epigenetic associations of both individual DNAm sites and DNAm AA with liver function through serum albumin in men with HIV. Further replication analyses in independent cohorts are warranted to confirm the epigenetic mechanisms underlying liver function and LD in PWH.
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Affiliation(s)
- Boghuma K. Titanji
- Division of Infectious Disease, Emory School of Medicine, Atlanta, GA, United States
| | - Mitch Lee
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Zeyuan Wang
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Junyu Chen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Qin Hui
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Vincent Lo Re III
- Division of Infectious Diseases Department of Medicine and Center for Clinical Epidemiology and Biostatistics Perelman School of Medicine University of Pennsylvania, Philadelphia, PA, United States
| | - Kaku So-Armah
- Boston University Medical School, Boston, MA, United States
| | - Amy C. Justice
- Connecticut Veteran Health System, West Haven, CT, United States,Yale University School of Medicine, New Haven, CT, United States
| | - Ke Xu
- Connecticut Veteran Health System, West Haven, CT, United States,Yale University School of Medicine, New Haven, CT, United States
| | - Matthew Freiberg
- Cardiovascular Medicine Division and Tennessee Valley Healthcare System, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Marta Gwinn
- Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Vincent C. Marconi
- Division of Infectious Disease, Emory School of Medicine, Atlanta, GA, United States,Atlanta Veterans Affairs Health Care System, Decatur, GA, United States,Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, United States,Emory Vaccine Center, Yerkes National Primate Research Center, Emory University, Atlanta, GA, United States
| | - Yan V. Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States,Atlanta Veterans Affairs Health Care System, Decatur, GA, United States,*Correspondence: Yan V. Sun,
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18
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Breen EC, Sehl ME, Shih R, Langfelder P, Wang R, Horvath S, Bream JH, Duggal P, Martinson J, Wolinsky SM, Martínez-Maza O, Ramirez CM, Jamieson BD. Accelerated aging with HIV begins at the time of initial HIV infection. iScience 2022; 25:104488. [PMID: 35880029 PMCID: PMC9308149 DOI: 10.1016/j.isci.2022.104488] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 12/06/2021] [Accepted: 05/23/2022] [Indexed: 11/29/2022] Open
Abstract
Living with HIV infection is associated with early onset of aging-related chronic conditions, sometimes described as accelerated aging. Epigenetic DNA methylation patterns can evaluate acceleration of biological age relative to chronological age. The impact of initial HIV infection on five epigenetic measures of aging was examined before and approximately 3 years after HIV infection in the same individuals (n=102). Significant epigenetic age acceleration (median 1.9-4.8 years) and estimated telomere length shortening (all p≤ 0.001) were observed from pre-to post-HIV infection, and remained significant in three epigenetic measures after controlling for T cell changes. No acceleration was seen in age- and time interval-matched HIV-uninfected controls. Changes in genome-wide co-methylation clusters were also significantly associated with initial HIV infection (p≤ 2.0 × 10-4). These longitudinal observations clearly demonstrate an early and substantial impact of HIV infection on the epigenetic aging process, and suggest a role for HIV itself in the earlier onset of clinical aging.
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Affiliation(s)
- Elizabeth Crabb Breen
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Mary E. Sehl
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Roger Shih
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Peter Langfelder
- Center for Neurobehavioral Genetics, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Ruibin Wang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MA 21205, USA
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
- Altos Labs, San Diego, CA 92121, USA
| | - Jay H. Bream
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Graduate Program in Immunology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Priya Duggal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MA 21205, USA
| | - Jeremy Martinson
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Steven M. Wolinsky
- Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Otoniel Martínez-Maza
- Departments of Obstetrics & Gynecology and Microbiology, Immunology, & Molecular Genetics, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Christina M. Ramirez
- Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Beth D. Jamieson
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA 90095, USA
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19
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Di Lena P, Sala C, Nardini C. Evaluation of different computational methods for DNA methylation-based biological age. Brief Bioinform 2022; 23:6632619. [PMID: 35794713 DOI: 10.1093/bib/bbac274] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/27/2022] [Accepted: 06/14/2022] [Indexed: 11/13/2022] Open
Abstract
In recent years there has been a widespread interest in researching biomarkers of aging that could predict physiological vulnerability better than chronological age. Aging, in fact, is one of the most relevant risk factors for a wide range of maladies, and molecular surrogates of this phenotype could enable better patients stratification. Among the most promising of such biomarkers is DNA methylation-based biological age. Given the potential and variety of computational implementations (epigenetic clocks), we here present a systematic review of such clocks. Furthermore, we provide a large-scale performance comparison across different tissues and diseases in terms of age prediction accuracy and age acceleration, a measure of deviance from physiology. Our analysis offers both a state-of-the-art overview of the computational techniques developed so far and a heterogeneous picture of performances, which can be helpful in orienting future research.
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Affiliation(s)
- Pietro Di Lena
- Department of Computer Science and Engineering, University of Bologna, Mura Anteo Zamboni 7, 40126 Bologna, Italy
| | - Claudia Sala
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
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20
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Chen L, Ganz PA, Sehl ME. DNA Methylation, Aging, and Cancer Risk: A Mini-Review. FRONTIERS IN BIOINFORMATICS 2022; 2:847629. [PMID: 36304336 PMCID: PMC9580889 DOI: 10.3389/fbinf.2022.847629] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 03/21/2022] [Indexed: 11/13/2022] Open
Abstract
Accumulation of somatic mutations and genomic instability are hallmarks of both aging and cancer. Epigenetic alterations occur across cell types and tissues with advancing age. DNA methylation-based estimates of biologic age can predict important age-related outcomes, including risk of frailty and mortality, and most recently have been shown to be associated with risk of developing cancer. In this mini-review, we examine pathways known to exhibit altered methylation in aging tissues, pre-malignant lesions, and tumors and review methodologies of epigenetic clocks that reliably predict cancer risk, including those derived from methylation studies of peripheral blood, as well as those methylation levels from within the tissues at high risk of cancer.
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Affiliation(s)
- Larry Chen
- Computational and Systems Biology Program, University of California, Los Angeles, Los Angeles, CA, United States
| | - Patricia A. Ganz
- Division of Hematology-Oncology, Department of Medicine, UCLA David Geffen School of Medicine, Los Angeles, CA, United States
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Mary E. Sehl
- Division of Hematology-Oncology, Department of Medicine, UCLA David Geffen School of Medicine, Los Angeles, CA, United States
- Department of Computational Medicine, UCLA David Geffen School of Medicine, Los Angeles, CA, United States
- *Correspondence: Mary E. Sehl,
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21
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Deminice R, Oliveira VHF, Webel AR, Erlandson KM. Sarcopenia Related to Human Immunodeficiency Virus: Protective Effects of Exercise. Exerc Sport Sci Rev 2022; 50:73-80. [PMID: 35029356 PMCID: PMC8917999 DOI: 10.1249/jes.0000000000000282] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We discuss recent evidence supporting the hypothesis that sarcopenia is an emerging health concern among people with human immunodeficiency virus (HIV) because of increasing life expectancy and HIV- and treatment-related comorbidities. We also hypothesize that combined exercise at higher intensity has a key role in managing sarcopenia in this population because it directly (increases muscle strength and stimulates hypertrophy) and indirectly (prevents mitochondrial dysfunction, oxidative stress, and persistent inflammation) counteracts sarcopenia hallmarks.
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Affiliation(s)
- Rafael Deminice
- Department of Physical Education, Londrina State University, Londrina, Paraná, Brazil
| | - Vitor H F Oliveira
- Department of Child, Family and Population Health Nursing, University of Washington, Seattle, Washington, United States
| | - Allison R Webel
- Department of Child, Family and Population Health Nursing, University of Washington, Seattle, Washington, United States
| | - Kristine M Erlandson
- University of Colorado, Anschutz Medical Campus, Aurora, Colorado, United States
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22
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Rodés B, Cadiñanos J, Esteban-Cantos A, Rodríguez-Centeno J, Arribas JR. Ageing with HIV: Challenges and biomarkers. EBioMedicine 2022; 77:103896. [PMID: 35228014 PMCID: PMC8889090 DOI: 10.1016/j.ebiom.2022.103896] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 02/08/2022] [Accepted: 02/09/2022] [Indexed: 12/13/2022] Open
Abstract
The antiretroviral treatment (ART) developed to control HIV infection led to a revolution in the prognosis of people living with HIV (PLWH). PLWH underwent from suffering severe disease and often fatal complications at young ages to having a chronic condition and a life expectancy close to the general population. Nevertheless, chronic age-related diseases increase as PLWH age. The harmful effect of HIV infection on the individual's immune system adds to its deterioration during ageing, exacerbating comorbidities. In addition, PLWH are more exposed to risk factors affecting ageing, such as coinfections or harmful lifestyles. The ART initiation reverses the biological ageing process but only partially, and additionally can have some toxicities that influence ageing. Observational studies suggest premature ageing in PLWH. Therefore, there is considerable interest in the early prediction of unhealthy ageing through validated biomarkers, easy to implement in HIV-clinical settings. The most promising biomarkers are second-generation epigenetic clocks and integrative algorithms.
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Affiliation(s)
- Berta Rodés
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz Institute for Health Research-IdiPAZ, Paseo de la Castellana 261, Madrid 28046, Spain; CIBER of Infectious Diseases (CIBER-INFECT), 28029 Madrid, Spain.
| | - Julen Cadiñanos
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz Institute for Health Research-IdiPAZ, Paseo de la Castellana 261, Madrid 28046, Spain; Infectious Diseases Unit, Department of Internal Medicine, Hospital Universitario La Paz, Paseo de la Castellana 261, Madrid 28046, Spain; CIBER of Infectious Diseases (CIBER-INFECT), 28029 Madrid, Spain
| | - Andrés Esteban-Cantos
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz Institute for Health Research-IdiPAZ, Paseo de la Castellana 261, Madrid 28046, Spain; CIBER of Infectious Diseases (CIBER-INFECT), 28029 Madrid, Spain
| | - Javier Rodríguez-Centeno
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz Institute for Health Research-IdiPAZ, Paseo de la Castellana 261, Madrid 28046, Spain; CIBER of Infectious Diseases (CIBER-INFECT), 28029 Madrid, Spain
| | - José Ramón Arribas
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz Institute for Health Research-IdiPAZ, Paseo de la Castellana 261, Madrid 28046, Spain; Infectious Diseases Unit, Department of Internal Medicine, Hospital Universitario La Paz, Paseo de la Castellana 261, Madrid 28046, Spain; CIBER of Infectious Diseases (CIBER-INFECT), 28029 Madrid, Spain.
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23
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Sehl ME, Breen EC, Shih R, Chen L, Wang R, Horvath S, Bream JH, Duggal P, Martinson J, Wolinsky SM, Martinez-Maza O, Ramirez CM, Jamieson BD. Increased Rate of Epigenetic Aging in Men Living With HIV Prior to Treatment. Front Genet 2022; 12:796547. [PMID: 35295196 PMCID: PMC8919029 DOI: 10.3389/fgene.2021.796547] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 12/06/2021] [Indexed: 01/26/2023] Open
Abstract
Background: Epigenetic aging is accelerated in tissues of persons living with HIV (PLWH) and may underlie the early onset of age-related illnesses. This study examines the rate-of-change in epigenetic age in PLWH following HIV infection but before HAART, using archived longitudinal samples from the Multicenter AIDS Cohort Study. Methods: DNA was isolated from cryopreserved peripheral blood mononuclear cells from 101 men living with HIV, with baseline visit <2.5 years after HIV seroconversion (Visit 1) and follow-up visit <1.5 years before the initiation of HAART (Visit 2), and 100 HIV-uninfected men matched on age and visits with comparable time intervals. DNA methylation (DNAm) age was estimated for five clocks (Pan-tissue, Extrinsic, Phenotypic, Grim, and Skin & Blood age), and a DNAm-based estimate of telomere length (DNAmTL). Multivariate linear regression models were used to examine baseline factors associated with rate-of-aging, defined as (DNAm age visit 2-DNAm age visit 1)/(age visit 2-age visit 1). Results: Epigenetic age increased approximately twice as fast in PLWH as uninfected controls (Pan-tissue, Extrinsic, and Phenotypic clocks). Shortening of DNAmTL was nearly 3-fold faster in PLWH than controls. Faster rate-of-aging was associated with HIV status (Pan-Tissue, Extrinsic, Phenotypic, and DNAmTL), white race (Extrinsic, DNAmTL), higher cumulative HIV viral load (Grim), and lower baseline DNAm age (Phenotypic, Skin & Blood). Conclusion: Epigenetic rates-of-aging were significantly faster for untreated PLWH. Our findings expand on the important impact of HIV infection on biologic aging, both in elevating epigenetic age and increasing the rate-of-aging in the years following infection.
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Affiliation(s)
- Mary E. Sehl
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
| | - Elizabeth Crabb Breen
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry and Behavioral Sciences, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
| | - Roger Shih
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
| | - Larry Chen
- UCLA Computational and Systems Biology Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, United States
| | - Ruibin Wang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
| | - Jay H. Bream
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Immunology Training Program, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Priya Duggal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Jeremy Martinson
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Steven M. Wolinsky
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Otoniel Martinez-Maza
- Departments of Obstetrics and Gynecology and Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
- Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Christina M. Ramirez
- Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Beth D. Jamieson
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
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24
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Wallis ZK, Williams KC. Monocytes in HIV and SIV Infection and Aging: Implications for Inflamm-Aging and Accelerated Aging. Viruses 2022; 14:409. [PMID: 35216002 PMCID: PMC8880456 DOI: 10.3390/v14020409] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 02/04/2022] [Accepted: 02/15/2022] [Indexed: 12/11/2022] Open
Abstract
Before the antiretroviral therapy (ART) era, people living with HIV (PLWH) experienced complications due to AIDS more so than aging. With ART and the extended lifespan of PLWH, HIV comorbidities also include aging-most likely due to accelerated aging-as well as a cardiovascular, neurocognitive disorders, lung and kidney disease, and malignancies. The broad evidence suggests that HIV with ART is associated with accentuated aging, and that the age-related comorbidities occur earlier, due in part to chronic immune activation, co-infections, and possibly the effects of ART alone. Normally the immune system undergoes alterations of lymphocyte and monocyte populations with aging, that include diminished naïve T- and B-lymphocyte numbers, a reliance on memory lymphocytes, and a skewed production of myeloid cells leading to age-related inflammation, termed "inflamm-aging". Specifically, absolute numbers and relative proportions of monocytes and monocyte subpopulations are skewed with age along with myeloid mitochondrial dysfunction, resulting in increased accumulation of reactive oxygen species (ROS). Additionally, an increase in biomarkers of myeloid activation (IL-6, sCD14, and sCD163) occurs with chronic HIV infection and with age, and may contribute to immunosenescence. Chronic HIV infection accelerates aging; meanwhile, ART treatment may slow age-related acceleration, but is not sufficient to stop aging or age-related comorbidities. Overall, a better understanding of the mechanisms behind accentuated aging with HIV and the effects of myeloid activation and turnover is needed for future therapies.
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25
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Titanji BK, Gwinn M, Marconi VC, Sun YV. Epigenome-wide epidemiologic studies of human immunodeficiency virus infection, treatment, and disease progression. Clin Epigenetics 2022; 14:8. [PMID: 35016709 PMCID: PMC8750639 DOI: 10.1186/s13148-022-01230-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 01/06/2022] [Indexed: 12/12/2022] Open
Abstract
Despite significant advances in the treatment and care of people with HIV (PWH), several challenges remain in our understanding of disease pathogenesis to improve patient care. HIV infection can modify the host epigenome and as such can impact disease progression, as well as the molecular processes driving non-AIDS comorbidities in PWH. Epigenetic epidemiologic studies including epigenome-wide association studies (EWAS) offer a unique set of tools to expand our understanding of HIV disease and to identify novel strategies applicable to treatment and diagnosis in this patient population. In this review, we summarize the current state of knowledge from epigenetic epidemiologic studies of PWH, identify the main challenges of this approach, and highlight future directions for the field. Emerging epigenetic epidemiologic studies of PWH can expand our understanding of HIV infection and health outcomes, improve scientific validity through collaboration and replication, and increase the coverage of diverse populations affected by the global HIV pandemic. Through this review, we hope to highlight the potential of EWAS as a tool for HIV research and to engage more investigators to explore its application to important research questions.
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Affiliation(s)
- Boghuma K Titanji
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA
| | - Marta Gwinn
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road NE #3049, Atlanta, GA, 30322, USA
| | - Vincent C Marconi
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA.,Atlanta Veterans Affairs Health Care System, Decatur, GA, USA.,Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA.,Emory Vaccine Center, Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Yan V Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road NE #3049, Atlanta, GA, 30322, USA. .,Atlanta Veterans Affairs Health Care System, Decatur, GA, USA.
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26
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Arumugam T, Ramphal U, Adimulam T, Chinniah R, Ramsuran V. Deciphering DNA Methylation in HIV Infection. Front Immunol 2021; 12:795121. [PMID: 34925380 PMCID: PMC8674454 DOI: 10.3389/fimmu.2021.795121] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 11/17/2021] [Indexed: 12/13/2022] Open
Abstract
With approximately 38 million people living with HIV/AIDS globally, and a further 1.5 million new global infections per year, it is imperative that we advance our understanding of all factors contributing to HIV infection. While most studies have focused on the influence of host genetic factors on HIV pathogenesis, epigenetic factors are gaining attention. Epigenetics involves alterations in gene expression without altering the DNA sequence. DNA methylation is a critical epigenetic mechanism that influences both viral and host factors. This review has five focal points, which examines (i) fluctuations in the expression of methylation modifying factors upon HIV infection (ii) the effect of DNA methylation on HIV viral genes and (iii) host genome (iv) inferences from other infectious and non-communicable diseases, we provide a list of HIV-associated host genes that are regulated by methylation in other disease models (v) the potential of DNA methylation as an epi-therapeutic strategy and biomarker. DNA methylation has also been shown to serve as a robust therapeutic strategy and precision medicine biomarker against diseases such as cancer and autoimmune conditions. Despite new drugs being discovered for HIV, drug resistance is a problem in high disease burden settings such as Sub-Saharan Africa. Furthermore, genetic therapies that are under investigation are irreversible and may have off target effects. Alternative therapies that are nongenetic are essential. In this review, we discuss the potential role of DNA methylation as a novel therapeutic intervention against HIV.
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Affiliation(s)
- Thilona Arumugam
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Upasana Ramphal
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Theolan Adimulam
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Romona Chinniah
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Veron Ramsuran
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
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27
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Levy JJ, Chen Y, Azizgolshani N, Petersen CL, Titus AJ, Moen EL, Vaickus LJ, Salas LA, Christensen BC. MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Networks, Inspired by Capsule Networks. NPJ Syst Biol Appl 2021; 7:33. [PMID: 34417465 PMCID: PMC8379254 DOI: 10.1038/s41540-021-00193-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 07/01/2021] [Indexed: 02/07/2023] Open
Abstract
DNA methylation (DNAm) alterations have been heavily implicated in carcinogenesis and the pathophysiology of diseases through upstream regulation of gene expression. DNAm deep-learning approaches are able to capture features associated with aging, cell type, and disease progression, but lack incorporation of prior biological knowledge. Here, we present modular, user-friendly deep-learning methodology and software, MethylCapsNet and MethylSPWNet, that group CpGs into biologically relevant capsules-such as gene promoter context, CpG island relationship, or user-defined groupings-and relate them to diagnostic and prognostic outcomes. We demonstrate these models' utility on 3,897 individuals in the classification of central nervous system (CNS) tumors. MethylCapsNet and MethylSPWNet provide an opportunity to increase DNAm deep-learning analyses' interpretability by enabling a flexible organization of DNAm data into biologically relevant capsules.
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Affiliation(s)
- Joshua J Levy
- Program in Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
- Emerging Diagnostic and Investigative Technologies, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, NH, USA.
| | - Youdinghuan Chen
- Program in Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Nasim Azizgolshani
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Curtis L Petersen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
| | - Alexander J Titus
- Department of Life Sciences, University of New Hampshire, Manchester, NH, USA
| | - Erika L Moen
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Louis J Vaickus
- Emerging Diagnostic and Investigative Technologies, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, NH, USA
| | - Lucas A Salas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
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Spooner RK, Taylor BK, L’Heureux E, Schantell M, Arif Y, May PE, Morsey B, Wang T, Ideker T, Fox HS, Wilson TW. Stress-induced aberrations in sensory processing predict worse cognitive outcomes in healthy aging adults. Aging (Albany NY) 2021; 13:19996-20015. [PMID: 34410999 PMCID: PMC8436901 DOI: 10.18632/aging.203433] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 08/03/2021] [Indexed: 01/06/2023]
Abstract
It is well recognized that not all individuals age equivalently, with functional dependence attributable, at least in part, to stress accumulated across the lifespan. Amongst these dependencies are age-related declines in cognitive function, which may be the result of impaired inhibitory processing (e.g., sensory gating). Herein, we examined the unique roles of life and biological stress on somatosensory gating dynamics in 74 adults (22-72 years old). Participants completed a sensory gating paired-pulse electrical stimulation paradigm of the right median nerve during magnetoencephalography (MEG) and data were subjected to advanced oscillatory and time-domain analysis methods. We observed separable mechanisms by which increasing levels of life and biological stress predicted higher oscillatory gating ratios, indicative of age-related impairments in inhibitory function. Specifically, elevations in life stress significantly modulated the neural response to the first stimulation in the pair, while elevations in biological stress significantly modulated the neural response to the second stimulation in the pair. In contrast, neither elevations in life nor biological stress significantly predicted the gating of time-domain neural activity in the somatosensory cortex. Finally, our study is the first to link stress-induced decline in sensory gating to cognitive dysfunction, suggesting that gating paradigms may hold promise for detecting discrepant functional trajectories in age-related pathologies in the future.
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Affiliation(s)
- Rachel K. Spooner
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Brittany K. Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
| | - Emma L’Heureux
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Yasra Arif
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Pamela E. May
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Brenda Morsey
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Tina Wang
- Department of Medicine, University of California San Diego, La Jolla, CA 92161, USA
| | - Trey Ideker
- Department of Medicine, University of California San Diego, La Jolla, CA 92161, USA
| | - Howard S. Fox
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Tony W. Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
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Esteban-Cantos A, Montejano R, Rodríguez-Centeno J, Saiz-Medrano G, De Miguel R, Barruz P, Bernardino JI, Mena-Garay B, Cadiñanos J, Jiménez-González M, Nevado J, Valencia E, Mayoral-Muñoz M, Arribas JR, Rodés B. Longitudinal changes in epigenetic age acceleration in aviremic HIV-infected recipients of long-term antiretroviral treatment. J Infect Dis 2021; 225:287-294. [PMID: 34166509 DOI: 10.1093/infdis/jiab338] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 06/22/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND HIV infection induces epigenetic age acceleration (EAA), but it remains unclear whether epigenetic aging continues to accelerate during successful ART and prolonged virological suppression. METHODS We longitudinally analyzed 63 long-term aviremic HIV-infected adults. Using blood DNA methylation patterns, we calculated EAA measures based on three epigenetic clocks (Horvath´s clock, PhenoAge and GrimAge). We recorded the emergence of serious AIDS-related and non-AIDS-related events throughout the study to assess its association with EAA. RESULTS All participants were on stable ART and were virologically suppressed. After 4 years of follow-up, PhenoAge-EAA and GrimAge-EAA showed no differences, whereas Horvath-EAA slightly decreased (median difference; -0.53 years, p=0.015). Longitudinal changes in EAA measures were independent of changes in CD4 counts, the antiretroviral regimen or other HIV related factors. 19% of participants experienced a serious clinical event during the study. Horvath-EAA was significantly higher at baseline in participants with clinical events (p=0.027). After adjusting for confounders, we found a trend towards an association of higher levels of all EAA measures at baseline with serious clinical events. CONCLUSIONS Epigenetic aging did not accelerate in long-term aviremic HIV-infected adults after four years of successful ART. EAA measures deserve further study as potential tools for predicting clinical events.
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Affiliation(s)
- Andrés Esteban-Cantos
- HIV/AIDS and Infectious Diseases Research Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid 28046, Spain
| | - Rocio Montejano
- Infectious Diseases Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Javier Rodríguez-Centeno
- HIV/AIDS and Infectious Diseases Research Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid 28046, Spain
| | - Gabriel Saiz-Medrano
- HIV/AIDS and Infectious Diseases Research Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid 28046, Spain
| | - Rosa De Miguel
- Infectious Diseases Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Pilar Barruz
- Genomics Laboratory, INGEMM, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Jose I Bernardino
- HIV Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Beatriz Mena-Garay
- HIV/AIDS and Infectious Diseases Research Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid 28046, Spain
| | - Julen Cadiñanos
- Infectious Diseases Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - María Jiménez-González
- HIV/AIDS and Infectious Diseases Research Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid 28046, Spain
| | - Julián Nevado
- Genomics Laboratory, INGEMM, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Eulalia Valencia
- HIV Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Mario Mayoral-Muñoz
- HIV Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Jose R Arribas
- Infectious Diseases Unit, Department of Internal Medicine, La Paz University Hospital-IdiPAZ, Madrid 28046, Spain
| | - Berta Rodés
- HIV/AIDS and Infectious Diseases Research Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid 28046, Spain
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30
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Xu S, Yuan H, Li L, Bai F, Yang K, Zhao L. Identification potential epigenetic biomarkers of a human immunodeficiency virus/tuberculosis co-infection based on weighted gene co-expression network analysis. Microbiol Immunol 2021; 65:422-431. [PMID: 34125446 DOI: 10.1111/1348-0421.12926] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/17/2021] [Accepted: 06/12/2021] [Indexed: 01/14/2023]
Abstract
Tuberculosis (TB) is one of the most common opportunistic infections and a leading cause of death in patients infected with human immunodeficiency virus (HIV). However, conventional diagnostic tools have several limitations. The aim of this study was to screen key DNA methylated cytosine-phosphate-guanine dinucleotide (CpG) islands (CGIs) to identify potential diagnosis biomarkers in HIV mono-infected patients and HIV/TB co-infected patients based on a network analysis. The GSE50835 DNA methylation microarray data were downloaded from the Gene Expression Omnibus (GEO) database. Differentially methylated CpG islands analysis, weighted gene co-expression network analysis (WGCNA), and least absolute shrinkage and selection operator (LASSO) logistic regression were performed in 19 HIV mono-infected patients and 20 HIV/TB co-infected patients. In total, 1950 differentially methylated CpG islands were identified, and weighted co-methylation network construction and module preservation revealed one network module that can distinguish the HIV/TB co-infected patients from the HIV mono-infected patients. Based on the LASSO logistic regression, an eight-methylated CpG island diagnosis model was established that can accurately distinguish HIV/TB co-infected patients from HIV mono-infected patients with a sensitivity of 87.2%, a specificity of 88.7%, and an area under the receiver operating characteristic (ROC) curve (AUC) of 0.948. Alteration in the eight-DNA methylated CpG sites might be involved in the pathology of an HIV/TB co-infection and could be used as potential diagnosis biomarkers in HIV/TB co-infected patients.
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Affiliation(s)
- Shaohua Xu
- Drug Clinical Trial Center, Gansu Wuwei Tumor Hospital, Wuwei, Gansu, China
| | - Huicheng Yuan
- Drug Clinical Trial Center, Gansu Wuwei Tumor Hospital, Wuwei, Gansu, China
| | - Ling Li
- Drug Clinical Trial Center, Gansu Wuwei Tumor Hospital, Wuwei, Gansu, China
| | - Feng Bai
- Drug Clinical Trial Center, Gansu Wuwei Tumor Hospital, Wuwei, Gansu, China
| | - Kai Yang
- Drug Clinical Trial Center, Gansu Wuwei Tumor Hospital, Wuwei, Gansu, China
| | - Liangcun Zhao
- Drug Clinical Trial Center, Gansu Wuwei Tumor Hospital, Wuwei, Gansu, China
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31
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Erqou S, Jiang L, Choudhary G, Lally M, Freiberg M, Lin NH, Shireman TI, Rudolph JL, Wu WC. Age at Diagnosis of Heart Failure in United States Veterans With and Without HIV Infection. J Am Heart Assoc 2021; 10:e018983. [PMID: 33998245 PMCID: PMC8483515 DOI: 10.1161/jaha.120.018983] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Background Although HIV is associated with increased risk of heart failure (HF), it is not known if people living with HIV develop HF at a younger age compared with individuals without HIV. Crude comparisons of age at diagnosis of HF between individuals with and without HIV does not account for differences in underlying age structures between the populations. Methods and Results We used Veterans Health Administration data to compare the age at HF diagnosis between veterans with and without HIV, with adjustment for difference in population age structure. Statistical weights, calculated for each 1‐year strata of veterans with HIV in each calendar year from 2000 to 2018, were applied to the veterans without HIV to standardize the age structure. We identified 5093 veterans with HIV (98% men, 34% White) with first HF episode recorded after HIV diagnosis (median age at incidence of HF, 58 years), and 1 425 987 veterans without HIV (98% men, 78% White) with HF (corresponding age, 72 years), with an absolute difference of 14 years. After accounting for difference in age structure, the adjusted median age at HF diagnosis for veterans without HIV was 63 years, 5 years difference with veterans with HIV (P<0.001). The age differences were consistent across important subgroups such as preserved versus reduced ejection fraction and inpatient versus outpatient index HF. Conclusions Veterans with HIV are diagnosed with HF at a significantly younger age compared with veterans without HIV. These findings may have implications for HF prevention in individuals with HIV. Future studies are needed to make the findings more generalizable.
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Affiliation(s)
- Sebhat Erqou
- Department of Medicine Providence VA Medical Center Providence RI.,Center of Innovation in Long Term Services and Supports Providence VA Medical Center Providence RI.,Department of Medicine Alpert Medical School of Brown University Providence RI
| | - Lan Jiang
- Center of Innovation in Long Term Services and Supports Providence VA Medical Center Providence RI
| | - Gaurav Choudhary
- Department of Medicine Providence VA Medical Center Providence RI.,Department of Medicine Alpert Medical School of Brown University Providence RI
| | - Michelle Lally
- Department of Medicine Providence VA Medical Center Providence RI.,Department of Medicine Alpert Medical School of Brown University Providence RI
| | | | - Nina H Lin
- Department of Medicine Boston University Boston MA
| | | | - James L Rudolph
- Department of Medicine Providence VA Medical Center Providence RI.,Center of Innovation in Long Term Services and Supports Providence VA Medical Center Providence RI.,Department of Medicine Alpert Medical School of Brown University Providence RI.,Brown University School of Public Health Providence RI
| | - Wen-Chih Wu
- Department of Medicine Providence VA Medical Center Providence RI.,Center of Innovation in Long Term Services and Supports Providence VA Medical Center Providence RI.,Department of Medicine Alpert Medical School of Brown University Providence RI.,Brown University School of Public Health Providence RI
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32
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Epigenetic age acceleration changes 2 years after antiretroviral therapy initiation in adults with HIV: a substudy of the NEAT001/ANRS143 randomised trial. Lancet HIV 2021; 8:e197-e205. [PMID: 33794182 DOI: 10.1016/s2352-3018(21)00006-0] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 11/04/2020] [Accepted: 11/20/2020] [Indexed: 01/24/2023]
Abstract
BACKGROUND DNA methylation-based estimators of biological age are reliable biomarkers of the ageing process. We aimed to investigate a range of epigenetic ageing biomarkers in a substudy of the NEAT001/ANRS143 clinical trial, which compared ritonavir-boosted darunavir with either raltegravir or tenofovir disoproxil fumarate and emtricitabine in antiretroviral therapy (ART)-naive adults. METHODS We analysed frozen whole blood samples from 168 ART-naive participants with HIV from the NEAT001/ANRS143 trial, before ART initiation and after 2 years of ART (84 participants on ritonavir-boosted darunavir with raltegravir and 84 participants on ritonavir-boosted darunavir with tenofovir disoproxil fumarate and emtricitabine). We also included 44 participants without HIV with a similar age and sex distribution. We analysed DNA methylation. Epigenetic age estimators (Horvath's clock, Hannum's clock, GrimAge, and PhenoAge) and estimated leucocyte compositions were generated using Horvath's New Online Methylation Age Calculator and Houseman's method. We calculated epigenetic age acceleration measures for each estimator of epigenetic age. The NEAT001/ANRS143 trial is registered with ClinicalTrials.gov, NCT01066962. FINDINGS Compared with the HIV-uninfected group, ART-naive participants with HIV showed higher epigenetic age acceleration (EAA) according to all EAA estimators (mean 2·5 years, 95% CI 1·89-3·22 for Horvath-EAA; 1·4 years, 0·74-1·99 for Hannum-EAA; 2·8 years, 1·97-3·68 for GrimAge-EAA; and 7·3 years, 6·40-8·13 for PhenoAge-EAA), with all differences being statistically significant except for Hannum-EAA (Horvath-EAA p=0·0008; Hannum-EAA p=0·059; GrimAge-EAA p=0·0021; and PhenoAge-EAA p<0·0001). Epigenetic ageing was more pronounced in participants who had CD4 counts less than 200 cells per μL (significant for PhenoAge and Hannum's clock, p=0·0015 and p=0·034, respectively) or viral loads over 100 000 copies per mL at baseline (significant for PhenoAge, p=0·017). After 2 years of ART, epigenetic age acceleration was reduced, although PhenoAge and GrimAge remained significantly higher in participants with HIV compared with participants without HIV (mean difference 3·69 years, 95% CI 1·77-5·61; p=0·0002 and 2·2 years, 0·47-3·99; p=0·013, respectively). There were no significant differences in the ART effect on epigenetic ageing between treatment regimens. At baseline, participants with HIV showed dysregulation of DNA methylation-based estimated leucocyte subsets towards more differentiated T-cell phenotypes and proinflammatory leucocytes, which was also partly restored with ART. INTERPRETATION ART initiation partly reversed epigenetic ageing associated with untreated HIV infection. Further studies are needed to understand the long-term dynamics and clinical relevance of epigenetic ageing biomarkers in people with HIV. FUNDING NEAT-ID Foundation.
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van der Heijden WA, Van de Wijer L, Keramati F, Trypsteen W, Rutsaert S, Horst RT, Jaeger M, Koenen HJ, Stunnenberg HG, Joosten I, Verweij PE, van Lunzen J, Dinarello CA, Joosten LA, Vandekerckhove L, Netea MG, van der Ven AJ, de Mast Q. Chronic HIV infection induces transcriptional and functional reprogramming of innate immune cells. JCI Insight 2021; 6:145928. [PMID: 33630761 PMCID: PMC8119206 DOI: 10.1172/jci.insight.145928] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 02/18/2021] [Indexed: 12/21/2022] Open
Abstract
Chronic inflammation and immune dysfunction play a key role in the development of non-AIDS–related comorbidities. The aim of our study was to characterize the functional phenotype of immune cells in people living with HIV (PLHIV). We enrolled a cross-sectional cohort study of PLHIV on stable antiretroviral therapy and healthy controls. We assessed ex vivo cytokine production capacity and transcriptomics of monocytes and T cells upon bacterial, fungal, and viral stimulation. PLHIV exhibited an exacerbated proinflammatory profile in monocyte-derived cytokines, but not in lymphocyte-derived cytokines. Particularly, the production of the IL-1β to imiquimod, E. coli LPS, and Mycobacterium tuberculosis was increased, and this production correlated with plasma concentrations of high-sensitivity C-reactive protein and soluble CD14. This increase in monocyte responsiveness remained stable over time in subsequent blood sampling after more than 1 year. Transcriptome analyses confirmed priming of the monocyte IL-1β pathway, consistent with a monocyte-trained immunity phenotype. Increased plasma concentrations of β-glucan, a well-known inducer of trained immunity, were associated with increased innate cytokine responses. Monocytes of PLHIV exhibited a sustained proinflammatory immune phenotype with priming of the IL-1β pathway. Training of the innate immune system in PLHIV likely plays a role in long-term HIV complications and provides a promising therapeutic target for inflammation-related comorbidities.
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Affiliation(s)
- Wouter A van der Heijden
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Lisa Van de Wijer
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Farid Keramati
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen, Netherlands
| | - Wim Trypsteen
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Sofie Rutsaert
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Rob Ter Horst
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Martin Jaeger
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Hans Jpm Koenen
- Department of Laboratory Medicine, Laboratory for Medical Immunology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Hendrik G Stunnenberg
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen, Netherlands
| | - Irma Joosten
- Department of Laboratory Medicine, Laboratory for Medical Immunology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Paul E Verweij
- Department of Medical Microbiology, Radboud University Medical Center and Center of Expertise in Mycology Radboudumc/CWZ, Nijmegen, Netherlands
| | | | - Charles A Dinarello
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands.,Department of Medicine and Immunology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Leo Ab Joosten
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Mihai G Netea
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands.,Department for Genomics & Immunoregulation, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - André Jam van der Ven
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Quirijn de Mast
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
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Sehl ME, Henry JE, Storniolo AM, Horvath S, Ganz PA. The Effects of Lifetime Estrogen Exposure on Breast Epigenetic Age. Cancer Epidemiol Biomarkers Prev 2021; 30:1241-1249. [PMID: 33771849 DOI: 10.1158/1055-9965.epi-20-1297] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 11/16/2020] [Accepted: 03/19/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Estrogens are thought to contribute to breast cancer risk through cell cycling and accelerated breast aging. We hypothesize that lifetime estrogen exposure drives early epigenetic breast aging observed in healthy women. In this study, we examined associations between hormonal factors and epigenetic aging measures in healthy breast tissues. METHODS We extracted DNA from breast tissue specimens from 192 healthy female donors to the Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center. Methylation experiments were performed using the Illumina EPIC 850K array platform. Age-adjusted regression models were used to examine for associations between factors related to estrogen exposure and five DNA methylation-based estimates: Grim age, pan-tissue age, Hannum age, phenotypic age, and skin and blood clock age. RESULTS Women were aged 19-90 years, with 95 premenopausal, and 97 nulliparous women. The age difference (Grim age - chronologic age) was higher at earlier ages close to menarche. We found significant associations between earlier age at menarche and age-adjusted accelerations according to the Grim clock, the skin and blood clock, and between higher body mass index (BMI) and age-adjusted accelerations in the Grim clock, Hannum clock, phenotypic clock, and skin and blood clock. CONCLUSIONS Earlier age at menarche and higher BMI are associated with elevations in DNA methylation-based age estimates in healthy breast tissues, suggesting that cumulative estrogen exposure drives breast epigenetic aging. IMPACT Epigenetic clock measures may help advance inquiry into the relationship between accelerated breast tissue aging and an elevated incidence of breast cancer in younger women.
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Affiliation(s)
- Mary E Sehl
- Medicine, Hematology-Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California. .,Computational Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Jill E Henry
- Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center, Indianapolis, Indiana
| | - Anna M Storniolo
- Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center, Indianapolis, Indiana
| | - Steve Horvath
- Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, California.,Department of Human Genetics, David Geffen School of Medicine, Gonda Research Center, University of California Los Angeles, California
| | - Patricia A Ganz
- Medicine, Hematology-Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California.,Health Policy and Management, Fielding School of Public Health, University of California Los Angeles, California
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35
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Chen J, Huang Y, Hui Q, Mathur R, Gwinn M, So-Armah K, Freiberg MS, Justice AC, Xu K, Marconi VC, Sun YV. Epigenetic Associations With Estimated Glomerular Filtration Rate Among Men With Human Immunodeficiency Virus Infection. Clin Infect Dis 2021; 70:667-673. [PMID: 30893429 DOI: 10.1093/cid/ciz240] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Accepted: 03/19/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND People living with human immunodeficiency virus (HIV) infection have higher risk for chronic kidney disease (CKD), defined by a reduced estimated glomerular filtration rate (eGFR). Previous studies have implicated epigenetic changes related to CKD; however, the mechanism of HIV-related CKD has not been thoroughly investigated. METHODS We conducted an epigenome-wide association study of eGFR among 567 HIV-positive and 117 HIV-negative male participants in the Veterans Aging Cohort Study to identify epigenetic signatures of kidney function. RESULTS By surveying more than 400 000 cytosine guanine dinucleotide (CpG) sites measured from peripheral blood mononuclear cells, we identified 15 sites that were significantly associated with eGFR (false discovery rate Q value < 0.05) among HIV-positive participants. The most significant CpG sites, located at MAD1L1, TSNARE1/BAI1, and LTV1, were all negatively associated with eGFR (cg06329547, P = 5.25 × 10-9; cg23281907, P = 1.37 × 10-8; cg18368637, P = 5.17 × 10-8). We also replicated previously reported eGFR-associated CpG sites including cg17944885 (P = 2.5 × 10-5) located between ZNF788 and ZNF20 on chromosome 19 in the pooled population. CONCLUSIONS In this study we uncovered novel epigenetic associations with kidney function among people living with HIV and suggest potential epigenetic mechanisms linked with HIV-related CKD risk.
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Affiliation(s)
- Junyu Chen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Yunfeng Huang
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Qin Hui
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Raina Mathur
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Marta Gwinn
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | | | - Matthew S Freiberg
- Cardiovascular Medicine Division, Vanderbilt University School of Medicine and Tennessee Valley Healthcare System, Nashville
| | - Amy C Justice
- Connecticut Veteran Health System, West Haven.,Yale University School of Medicine, New Haven
| | - Ke Xu
- Connecticut Veteran Health System, West Haven.,Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Vincent C Marconi
- Hubert Department of Global Health, Rollins School of Public Health.,Division of Infectious Diseases, Emory University School of Medicine, Atlanta.,Atlanta Veterans Affairs Healthcare System, Decatur
| | - Yan V Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia.,Atlanta Veterans Affairs Healthcare System, Decatur.,Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia
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Levine A, Sacktor N, Becker JT. Studying the neuropsychological sequelae of SARS-CoV-2: lessons learned from 35 years of neuroHIV research. J Neurovirol 2020; 26:809-823. [PMID: 32880873 PMCID: PMC7471564 DOI: 10.1007/s13365-020-00897-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 08/11/2020] [Accepted: 08/18/2020] [Indexed: 01/14/2023]
Abstract
The virology of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and the human immune response to the virus are under vigorous investigation. There are now several reports describing neurological symptoms in individuals who develop coronavirus disease 2019 (COVID-19), the syndrome associated with SARS-CoV-2 infection. The prevalence, incidence, and clinical course of these symptoms will become clearer in the coming months and years through epidemiological studies. However, the long-term neurological and cognitive consequence of SARS-CoV-2 infection will remain conjectural for some time and will likely require the creation of cohort studies that include uninfected individuals. Considering the early evidence for neurological involvement in COVID-19 it may prove helpful to compare SARS-CoV-2 with another endemic and neurovirulent virus, human immunodeficiency virus-1 (HIV-1), when designing such cohort studies and when making predictions about neuropsychological outcomes. In this paper, similarities and differences between SARS-CoV-2 and HIV-1 are reviewed, including routes of neuroinvasion, putative mechanisms of neurovirulence, and factors involved in possible long-term neuropsychological sequelae. Application of the knowledge gained from over three decades of neuroHIV research is discussed, with a focus on alerting researchers and clinicians to the challenges in determining the cause of neurocognitive deficits among long-term survivors.
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Affiliation(s)
- Andrew Levine
- Department of Neurology David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA.
| | - Ned Sacktor
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - James T Becker
- Departments of Psychiatry, Neurology, and Psychology, University of Pittsburgh, Pittsburgh, PA, 15260, USA
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Sehl ME, Rickabaugh TM, Shih R, Martinez-Maza O, Horvath S, Ramirez CM, Jamieson BD. The Effects of Anti-retroviral Therapy on Epigenetic Age Acceleration Observed in HIV-1-infected Adults. Pathog Immun 2020; 5:291-311. [PMID: 33501399 PMCID: PMC7815056 DOI: 10.20411/pai.v5i1.376] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 05/08/2020] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND HIV-1 infection is associated with acceleration of age-related methylation patterns in peripheral blood and brain of infected individuals although the relative contributions of HIV-1 infection versus its treatment to the observed accelerations in biological aging have not yet been investigated. METHODS In this longitudinal study of the effects of antiretroviral therapy (ART) on epigenetic aging patterns, we extracted DNA from peripheral blood mononuclear cells from 15 HIV-1-infected individuals infected at three time points: 6 months-1year pre-ART, 6-12 months post-initiation of ART, and 18-24 months after initiating ART. We compared these trajectories with those of 15 age-matched uninfected control participants at three time points with similar intervals. Methylation studies were performed using the Infinium methylation 450 arrays. We examined four epigenetic clock measurements: Age acceleration residual (AAR), Extrinsic (EEAA), Phenotypic (PEAA), and Grim (GEAA) epigenetic age acceleration. Weighted correlation network (WGCNA) analysis was used to identify clusters of highly co-methylated CpGs. RESULTS We found that prior to the initiation of ART all four epigenetic measures were significantly higher in HIV-1-infected individuals compared with uninfected individuals (P<0.001 for AAR, P=0.008 for EEAA, P=0.012 for GEAA, P<0.001 for PEAA using Wilcoxon rank sum tests between serostatus groups). These effects persisted after the initiation of ART, although the magnitude of these differences diminished. At 18-24 months post-ART initiation (time point 3), PEAA and GEAA were no longer significantly different between HIV-1-infected and uninfected individuals (P=0.059 for PEAA, P=0.11 for GEAA), while AAR and EEAA remained significantly higher in HIV-1-infected individuals compared with uninfected individuals. We further examined for global patterns of methylation differences between HIV-1-infected and uninfected at each time point, and found 14 groups of co-methylated CpGs that were significantly different between groups at baseline, and remained different after the initiation of ART. Conclusion: We confirm that epigenetic age acceleration associated with HIV-1 infection is most dramatic before ART initiation, and this observation is consistent across four epigenetic clock measurements, as well as in additional groups of co-methylated CpGs identified using WGCNA. Following initiation of ART, there is a partial reduction in age acceleration in all measures, with loss of any significant difference in PEAA and GEAA between serostatus groups. Our findings support the need for future studies examining for a link between epigenetic age acceleration and clinical outcomes in HIV-1-infected individuals.
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Affiliation(s)
- Mary E. Sehl
- Department of Medicine, Division of Hematology-Oncology, David Geffen School of Medicine, UCLA
- Department of Computational Medicine, David Geffen School of Medicine, UCLA
- These authors contributed equally to this work
| | - Tammy M. Rickabaugh
- Department of Pediatrics, Division of Hematology-Oncology, David Geffen School of Medicine, UCLA
- These authors contributed equally to this work
| | - Roger Shih
- Department of Pediatrics, Division of Hematology-Oncology, David Geffen School of Medicine, UCLA
| | | | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, UCLA
- Department of Biostatistics, Jonathan and Karin Fielding School of Public Health, UCLA
| | - Christina M. Ramirez
- Department of Biostatistics, Jonathan and Karin Fielding School of Public Health, UCLA
| | - Beth D. Jamieson
- Department of Medicine, Division of Hematology-Oncology, David Geffen School of Medicine, UCLA
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The age-related trajectory of visual attention neural function is altered in adults living with HIV: A cross-sectional MEG study. EBioMedicine 2020; 61:103065. [PMID: 33099087 PMCID: PMC7585051 DOI: 10.1016/j.ebiom.2020.103065] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 09/25/2020] [Accepted: 09/28/2020] [Indexed: 12/13/2022] Open
Abstract
Background Despite living a normal lifespan, at least 35% of persons with HIV (PWH) in resource-rich countries develop HIV-associated neurocognitive disorder (HAND). This high prevalence of cognitive decline may reflect accelerated ageing in PWH, but the evidence supporting an altered ageing phenotype in PWH has been mixed. Methods We examined the impact of ageing on the orienting of visual attention in PWH using dynamic functional mapping with magnetoencephalography (MEG) in 173 participants age 22–72 years-old (94 uninfected controls, 51 cognitively-unimpaired PWH, and 28 with HAND). All MEG data were imaged using a state-of-the-art beamforming approach and neural oscillatory responses during attentional orienting were examined for ageing, HIV, and cognitive status effects. Findings All participants responded slower during trials that required attentional reorienting. Our functional mapping results revealed HIV-by-age interactions in left prefrontal theta activity, alpha oscillations in the left parietal, right cuneus, and right frontal eye-fields, and left dorsolateral prefrontal beta activity (p<.005). Critically, within PWH, we observed a cognitive status-by-age interaction, which revealed that ageing impacted the oscillatory gamma activity serving attentional reorienting differently in cognitively-normal PWH relative to those with HAND in the left temporoparietal, inferior frontal gyrus, and right prefrontal cortices (p<.005). Interpretation This study provides key evidence supporting altered ageing trajectories across vital attention circuitry in PWH, and further suggests that those with HAND exhibit unique age-related changes in the oscillatory dynamics serving attention function. Additionally, our neural findings suggest that age-related changes in PWH may serve a compensatory function. Funding National Institutes of Health, USA.
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Spooner RK, Wiesman AI, O'Neill J, Schantell MD, Fox HS, Swindells S, Wilson TW. Prefrontal gating of sensory input differentiates cognitively impaired and unimpaired aging adults with HIV. Brain Commun 2020; 2:fcaa080. [PMID: 32954330 PMCID: PMC7472908 DOI: 10.1093/braincomms/fcaa080] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 04/20/2020] [Accepted: 05/13/2020] [Indexed: 12/13/2022] Open
Abstract
Despite effective therapies that have extended the life expectancy of persons living with HIV, 35-70% of these adults still develop some form of cognitive impairment, and with a growing population of aging adults with HIV, the prevalence of these cognitive deficits is likely to increase. The mechanisms underlying these HIV-associated neurocognitive disorders remain poorly understood but are often accelerated by the aging process and accompanied by disturbances in sensory processing, which may contribute to the observed cognitive decline. The goal of the current study was to identify the impact of aging on HIV-related alterations in inhibitory processing and determine whether such alterations are related to cognitive impairment in neuroHIV. We used magnetoencephalographic imaging, advanced time series analysis methods, and a paired-pulse stimulation paradigm to interrogate inhibitory processing in 87 HIV-infected aging adults and 92 demographically matched uninfected controls (22-72 years old). Whole-brain maps linking age and neural indices were computed for each group and compared via Fisher's Z transformations. Peak voxel time-series data were also extracted from the resulting images to quantify the dynamics of spontaneous neural activity preceding stimulation onset in each group. Whole-brain analyses using the somatosensory gating index, a metric of inhibitory processing and age distinguished impaired adults with HIV from unimpaired HIV-infected adults and controls. Briefly, younger cognitively impaired adults with HIV strongly utilized the prefrontal cortices to gate somatosensory input, and the role of this region in gating was uniquely and significantly modulated by aging only in impaired adults with HIV. Spontaneous neural activity preceding stimulus onset was also significantly elevated in the prefrontal cortices of those with HIV-associated neurocognitive disorder, and this elevation was significantly related to the CD4 nadir across both HIV-infected groups. This is the first study to examine the impact of aging on inhibitory processing in HIV-infected adults with and without cognitive impairment. Our findings suggest that young adults with HIV-associated neurocognitive disorder utilize the prefrontal cortices to gate (i.e. suppress) redundant somatosensory input, and that this capacity uniquely diminishes with advancing age in impaired adults with HIV.
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Affiliation(s)
- Rachel K Spooner
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Mikki D Schantell
- Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
| | - Howard S Fox
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
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Sehl ME, Carroll JE, Horvath S, Bower JE. The acute effects of adjuvant radiation and chemotherapy on peripheral blood epigenetic age in early stage breast cancer patients. NPJ Breast Cancer 2020; 6:23. [PMID: 32566744 PMCID: PMC7293278 DOI: 10.1038/s41523-020-0161-3] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 04/30/2020] [Indexed: 02/07/2023] Open
Abstract
Survival has increased in early stage breast cancer (BC), and the late effects of treatment persist for decades. Molecular mechanisms underlying the acceleration of age-related diseases after chemotherapy and radiotherapy are poorly understood. We examined epigenetic changes in peripheral whole blood cells in early stage BC patients undergoing surgery followed by adjuvant radiotherapy, or surgery followed by adjuvant chemotherapy and radiotherapy. DNA methylation experiments were performed on whole blood samples collected before and after adjuvant therapy. Methylation profiles were used to estimate four measures of epigenetic age acceleration-intrinsic, extrinsic, phenotypic, and Grim-and cell counts. We found significant increases in extrinsic, phenotypic, and Grim epigenetic age acceleration and in estimated proportions of senescent T lymphocytes from pre- to post-treatment. When examining differential effects by treatment category, most of these increases were significant only in women undergoing radiation alone. Further studies are needed to examine whether these effects are related to the risk of cognitive and functional decline in BC survivors.
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Affiliation(s)
- Mary E. Sehl
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
- Department of Biomathematics, David Geffen School of Medicine, Los Angeles, CA USA
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA USA
| | - Judith E. Carroll
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Los Angeles, CA USA
- Cousins Center for Psychoneuroimmunology, UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA USA
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, Los Angeles, CA USA
- Department of Biostatistics, Fielding School of Public Health, Los Angeles, CA USA
| | - Julienne E. Bower
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Los Angeles, CA USA
- Cousins Center for Psychoneuroimmunology, UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA USA
- Department of Psychology, University of California, Los Angeles, CA 90095 USA
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Epigenetics, HIV, and Cardiovascular Disease Risk. Curr Probl Cardiol 2020; 46:100615. [PMID: 32507271 DOI: 10.1016/j.cpcardiol.2020.100615] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 04/21/2020] [Indexed: 12/14/2022]
Abstract
Human immunodeficiency virus (HIV) is currently considered a risk factor for cardiovascular disease (CVD). With the advent of antiretroviral treatment and prevention, HIV-related morbidity and mortality rates have decreased significantly. Prolonged life expectancy heralded higher prevalence of diseases of aging, including CVD-associated morbidity and mortality, having an earlier onset in people living with HIV (PLHIV) compared to their noninfected counterparts. Several epigenetic biomarkers are now available as predictors of health and disease, with DNA methylation being one of the most widely studied. Epigenetic biomarkers are changes in gene expression without alterations to the intrinsic DNA sequence, with the potential to predict risk of future CVD, as well as the outcome and response to therapy among PLHIV. We sought to review the available literature referencing epigenetic markers to determine underlying biomechanism predisposing high-risk PLHIV to CVD, elucidating areas of possible intervention.
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Castle JR, Lin N, Liu J, Storniolo AMV, Shendre A, Hou L, Horvath S, Liu Y, Wang C, He C. Estimating breast tissue-specific DNA methylation age using next-generation sequencing data. Clin Epigenetics 2020; 12:45. [PMID: 32164769 PMCID: PMC7282053 DOI: 10.1186/s13148-020-00834-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 03/01/2020] [Indexed: 12/20/2022] Open
Abstract
Background DNA methylation (DNAm) age has been widely accepted as an epigenetic biomarker for biological aging. Emerging evidence suggests that DNAm age can be tissue-specific and female breast tissue ages faster than other parts of the body. The Horvath clock, which estimates DNAm age across multiple tissues, has been shown to be poorly calibrated in breast issue. We aim to develop a model to estimate breast tissue-specific DNAm age. Methods Genome-wide DNA methylation sequencing data were generated for 459 normal, 107 tumor, and 45 paired adjacent-normal breast tissue samples. We determined a novel set of 286 breast tissue-specific clock CpGs using penalized linear regression and developed a model to estimate breast tissue-specific DNAm age. The model was applied to estimate breast tissue-specific DNAm age in different breast tissue types and in tumors with distinct clinical characteristics to investigate cancer-related aging effects. Results Our estimated breast tissue-specific DNAm age was highly correlated with chronological age (r = 0.88; p = 2.9 × 10−31) in normal breast tissue. Breast tumor tissue samples exhibited a positive epigenetic age acceleration, where DNAm age was on average 7 years older than respective chronological age (p = 1.8 × 10−8). In age-matched analyses, tumor breast tissue appeared 12 and 13 years older in DNAm age than adjacent-normal and normal breast tissue (p = 4.0 × 10−6 and 1.0 × 10−6, respectively). Both HER2+ and hormone-receptor positive subtypes demonstrated significant acceleration in DNAm ages (p = 0.04 and 3.8 × 10−6, respectively), while no apparent DNAm age acceleration was observed for triple-negative breast tumors. We observed a non-linear pattern of epigenetic age acceleration with breast tumor grade. In addition, early-staged tumors showed a positive epigenetic age acceleration (p = 0.003) while late-staged tumors exhibited a non-significant negative epigenetic age acceleration (p = 0.10). Conclusions The intended applications for this model are wide-spread and have been shown to provide biologically meaningful results for cancer-related aging effects in breast tumor tissue. Future studies are warranted to explore whether breast tissue-specific epigenetic age acceleration is predictive of breast cancer development, treatment response, and survival as well as the clinical utility of whether this model can be extended to blood samples.
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Affiliation(s)
- James R Castle
- University of Kentucky Markey Cancer Center, 800 Rose Street, Lexington, KY, 40536, USA
| | - Nan Lin
- University of Kentucky Markey Cancer Center, 800 Rose Street, Lexington, KY, 40536, USA
| | - Jinpeng Liu
- University of Kentucky Markey Cancer Center, 800 Rose Street, Lexington, KY, 40536, USA
| | - Anna Maria V Storniolo
- Susan G. Komen Tissue Bank at Indiana University Simon Cancer Center, Indianapolis, IN, USA
| | - Aditi Shendre
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Lifang Hou
- Center for Population Epigenetics, Robert H. Lurie Comprehensive Cancer Center and Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Steve Horvath
- Department of Biostatistics, UCLA School of Public Health, Los Angeles, CA, USA
| | - Yunlong Liu
- Department of Molecular and Medical Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Chi Wang
- University of Kentucky Markey Cancer Center, 800 Rose Street, Lexington, KY, 40536, USA
| | - Chunyan He
- University of Kentucky Markey Cancer Center, 800 Rose Street, Lexington, KY, 40536, USA. .,Department of Internal Medicine, Division of Medical Oncology, University of Kentucky College of Medicine, Lexington, KY, USA.
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Chiappini E, Bianconi M, Dalzini A, Petrara MR, Galli L, Giaquinto C, De Rossi A. Accelerated aging in perinatally HIV-infected children: clinical manifestations and pathogenetic mechanisms. Aging (Albany NY) 2019; 10:3610-3625. [PMID: 30418933 PMCID: PMC6286860 DOI: 10.18632/aging.101622] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 10/27/2018] [Indexed: 12/12/2022]
Abstract
Background: Premature aging and related diseases have been documented in HIV-infected adults. Data are now emerging also regarding accelerated aging process in HIV-infected children. Methods: A narrative review was performed searching studies on PubMed published in English language in 2004-2017, using appropriate key words, including “aging”, “children”, “HIV”, “AIDS”, “immunosenescence”, “pathogenesis”, “clinical conditions”. Results: Premature immunosenescence phenotype of B and T cells in HIV-infected children is mediated through immune system activation and chronic inflammation. Ongoing inflammation processes have been documented by increased levels of pathogen-associated molecular patterns (PAMPS), increased mitochondrial damage, higher levels of pro-inflammatory cytokines, and a positive correlation between sCD14 levels and percentages of activated CD8+ cells. Other reported features of premature aging include cellular replicative senescence, linked to an accelerated telomeres shortening. Finally, acceleration of age-associated methylation pattern and other epigenetic modifications have been described in HIV-infected children. All these features may favor the clinical manifestations related to premature aging. Lipid and bone metabolism, cancers, cardiovascular, renal, and neurological systems should be carefully monitored, particularly in children with detectable viremia and/or with CD4/CD8 ratio inversion. Conclusion: Aging processes in children with HIV infection impact their quality and length of life. Further studies regarding the mechanisms involved in premature aging are needed to search for potential targets of treatment.
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Affiliation(s)
- Elena Chiappini
- Infectious Disease Unit, Meyer Children's Hospital, Department of Science Health, University of Florence, Florence, Italy
| | - Martina Bianconi
- Infectious Disease Unit, Meyer Children's Hospital, Department of Science Health, University of Florence, Florence, Italy
| | - Annalisa Dalzini
- Section of Oncology and Immunology, Department of Surgery, Oncology and Gastroenterology, Unit of viral Oncology and AIDS Reference Center, University of Padova, Padova, Italy
| | - Maria Raffaella Petrara
- Section of Oncology and Immunology, Department of Surgery, Oncology and Gastroenterology, Unit of viral Oncology and AIDS Reference Center, University of Padova, Padova, Italy
| | - Luisa Galli
- Infectious Disease Unit, Meyer Children's Hospital, Department of Science Health, University of Florence, Florence, Italy
| | - Carlo Giaquinto
- Department of Mother and Child Health, University of Padova, Padova, Italy
| | - Anita De Rossi
- Section of Oncology and Immunology, Department of Surgery, Oncology and Gastroenterology, Unit of viral Oncology and AIDS Reference Center, University of Padova, Padova, Italy.,Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy
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Sun L, Namboodiri S, Chen E, Sun S. Preliminary Analysis of Within-Sample Co-methylation Patterns in Normal and Cancerous Breast Samples. Cancer Inform 2019; 18:1176935119880516. [PMID: 31631960 PMCID: PMC6778999 DOI: 10.1177/1176935119880516] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 09/14/2019] [Indexed: 12/29/2022] Open
Abstract
DNA methylation plays a significant role in regulating the expression of certain genes in both cancerous and normal breast tissues. It is therefore important to study within-sample co-methylation, ie, methylation patterns between consecutive sites in a chromosome. In this article, we develop 2 new methods to compare co-methylation patterns between normal and cancerous breast samples. In particular, we investigate the co-methylation patterns of 4 different methylation states/levels separately. Using these 2 methods, we focus on addressing the following questions: How often does 1 methylation state change to other methylation states and how is this change dependent on chromosome distance? What co-methylation patterns do normal and cancerous breast samples have? Do genomic sites with different methylation states/levels have different co-methylation patterns? Our results show that cancerous and normal co-methylation patterns are significantly different. We find that this difference exists even when the physical distance of 2 sites are less than 50 bases. Breast cancer cell lines tend to remain in the same methylation state more often than normal samples, especially for the no/low or high/full methylation states. We also find that the co-methylation region lengths for various methylation states (no/low, partial, and high/full methylation states) are very different. For example, the co-methylation region lengths for partial methylation regions are shorter than the unmethylated or fully methylated regions. Our research may provide a deep understanding of co-methylation patterns. These co-methylation patterns will aid in discovering and understanding new methylation events that may be related to novel biomarkers.
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Affiliation(s)
| | | | | | - Shuying Sun
- Department of Mathematics, Texas State University, San Marcos, TX, USA
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Kuhn T, Jin Y, Huang C, Kim Y, Nir TM, Gullett JM, Jones JD, Sayegh P, Chung C, Dang BH, Singer EJ, Shattuck DW, Jahanshad N, Bookheimer SY, Hinkin CH, Zhu H, Thompson PM, Thames AD. The joint effect of aging and HIV infection on microstructure of white matter bundles. Hum Brain Mapp 2019; 40:4370-4380. [PMID: 31271489 PMCID: PMC6865715 DOI: 10.1002/hbm.24708] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 06/04/2019] [Accepted: 06/26/2019] [Indexed: 12/22/2022] Open
Abstract
Recent evidence suggests the aging process is accelerated by HIV. Degradation of white matter (WM) has been independently associated with HIV and healthy aging. Thus, WM may be vulnerable to joint effects of HIV and aging. Diffusion-weighted imaging (DWI) was conducted with HIV-seropositive (n = 72) and HIV-seronegative (n = 34) adults. DWI data underwent tractography, which was parcellated into 18 WM tracts of interest (TOIs). Functional Analysis of Diffusion Tensor Tract Statistics (FADTTS) regression was conducted assessing the joint effect of advanced age and HIV on fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) along TOI fibers. In addition to main effects of age and HIV on WM microstructure, the interactive effect of age and HIV was significantly related to lower FA and higher MD, AD, and RD across all TOIs. The location of findings was consistent with the clinical presentation of HIV-associated neurocognitive disorders. While older age is related to poorer WM microstructure, its detrimental effect on WM is stronger among HIV+ relative to HIV- individuals. Loss of WM integrity in the context of advancing age may place HIV+ individuals at increased risk for brain and cognitive compromise.
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Affiliation(s)
- Taylor Kuhn
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Yan Jin
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
- Department of BiostatisticsUniversity of Texas MD Anderson Cancer CenterHoustonTexas
| | - Chao Huang
- Department of BiostatisticsUniversity of Texas MD Anderson Cancer CenterHoustonTexas
| | - Yeun Kim
- Department of NeurologyUniversity of California, Los AngelesLos AngelesCalifornia
| | - Talia M. Nir
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
| | - Joseph M. Gullett
- Center for Cognitive Aging and MemoryUniversity of FloridaGainesvilleFlorida
| | - Jacob D. Jones
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
- Department of PsychologyCalifornia State University San BernardinoSan BernardinoCalifornia
| | - Phillip Sayegh
- Department of PsychologyUniversity of California, Los AngelesLos AngelesCalifornia
| | - Caroline Chung
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Bianca H. Dang
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Elyse J. Singer
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - David W. Shattuck
- Department of NeurologyUniversity of California, Los AngelesLos AngelesCalifornia
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
| | - Susan Y. Bookheimer
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Charles H. Hinkin
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Hongtu Zhu
- Department of BiostatisticsUniversity of Texas MD Anderson Cancer CenterHoustonTexas
- Department of Biostatistics, Gillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth Carolina
| | - Paul M. Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
| | - April D. Thames
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
- Department of PsychologyUniversity of Southern CaliforniaLos AngelesCalifornia
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Massanella M, Karris MY, Pérez-Santiago J, Yek C, Vitomirov A, Mehta SR. Analyses of Mitochondrial DNA and Immune Phenotyping Suggest Accelerated T-Cell Turnover in Treated HIV. J Acquir Immune Defic Syndr 2019; 79:399-406. [PMID: 30312276 DOI: 10.1097/qai.0000000000001824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND HIV infection is associated with premature aging, and mitochondrial integrity is compromised during the aging process. Because mitochondrial toxicity is a consequence of antiretroviral therapies (ARTs), we hypothesized HIV and long-term ART would correlate with immunosenescence and mitochondrial DNA (mtDNA) pathology. SETTING Thirteen older HIV-infected individuals (aged >40 years) with virologic suppression (stratified by duration of ART) were compared with 10 uninfected controls well-matched for age. METHODS Peripheral blood T-cells were immunophenotyped to measure immune activation, proliferation, and immunosenescence in subsets. mtDNA copies per cell and the relative abundance of mtDNA carrying the "common deletion" (RACD) were quantified by droplet digital polymerase chain reaction. RESULTS Immune activation was higher in HIV-infected individuals than HIV-uninfected individuals in mature CD4 T-cell subsets (CD4TTM P = 0.025, CD4TEM P = 0.0020) regardless of ART duration. Cell populations from uninfected individuals were more likely to be more senescent populations in mature CD4 T-cell subsets (TTM P = 0.017), and CD8 (CD8TEMRA+ P = 0.0026). No differences were observed in mtDNA or RACD levels in any CD4 T-cell subsets, while CD8TSCM of infected individuals trended to have more mtDNA (P = 0.057) and reduced RACD (P = 0.0025). CONCLUSIONS HIV-infected individuals demonstrated increased immune activation, but reduced senescence in more mature T-cell subsets. Increased mtDNA content and lower RACD in CD8TSCM suggest immune activation driven turnover of these cells in HIV-infected persons.
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Affiliation(s)
- Marta Massanella
- Department of Medicine, University of California San Diego, CA.,Department of Microbiology, Infectiology and Immunology, Centre de Recherche du CHUM, Universite[Combining Acute Accent] de Montre[Combining Acute Accent]al, Montre[Combining Acute Accent]al, QC, Canada
| | - Maile Y Karris
- Department of Medicine, University of California San Diego, CA
| | - Josué Pérez-Santiago
- Department of Medicine, University of California San Diego, CA.,Comprehensive Cancer Center, University of Puerto Rico, San Juan, PR
| | - Christina Yek
- Department of Medicine, University of California San Diego, CA.,University of Texas Southwestern Medical Center, Dallas, TX
| | | | - Sanjay R Mehta
- Department of Medicine, University of California San Diego, CA.,Department of Pathology, University of California San Diego, CA.,Veterans Affairs Medical Center, San Diego, CA
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Biomarkers of Aging in HIV-Infected Children on Suppressive Antiretroviral Therapy. J Acquir Immune Defic Syndr 2019; 78:549-556. [PMID: 29771780 DOI: 10.1097/qai.0000000000001714] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND Data on accelerated aging in HIV-infected children are limited. In this study, we assess 2 biomarkers of aging-telomere length and DNA methylation (DNAm) age-in a cohort of early-treated HIV-infected children and compare these aging biomarkers with HIV-exposed uninfected (HEU) and HIV-unexposed uninfected (HUU) children. SETTING Cross-sectional study of 120 HIV-infected, 33 HEU, and 25 HUU children enrolled in a cohort study in Johannesburg, South Africa. The mean age of children was 6.4 years at the time of measurement. HIV-infected children initiated ritonavir-boosted lopinavir-based antiretroviral therapy before 2 years of age and had been on continuous antiretroviral therapy until biomarker measurement. METHODS Telomere length was determined using multiplex quantitative polymerase chain reaction. DNAm was measured using the Illumina 450K array and DNAm age was calculated as the acceleration residual from regressing DNAm age on chronological age. RESULTS Telomere length (ln[Kb/genome]) was shorter in HIV-infected children compared with HUU children (4.14 ± 0.85 vs. 4.53 ± 0.79, P = 0.038) and in HEU children compared with HUU children (4.05 ± 0.74 vs. 4.53 ± 0.79, P = 0.023). Age acceleration residual based on DNAm levels was not different between HIV-infected (-0.003 ± 2.95), HEU (0.038 ± 2.39), and HUU (0.18 ± 2.49) children in unadjusted analysis and after adjustment for cell type proportions. CONCLUSIONS Unlike reports of accelerated DNAm age in HIV-infected adults, there was no evidence of accelerated biological aging by DNAm levels in this cohort of early-treated HIV-infected children. By contrast, absolute telomere length was shorter in HIV-infected and HEU children compared with HUU children, but did not differ between HIV-infected and HEU children.
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Odlum M, Yoon S. Understanding Comorbidities and Their Contribution to Predictors of Medical Resource Utilization for an Age- and Sex-Matched Patient Population Living With HIV: Cross-Sectional Study. JMIR Aging 2019; 2:e13865. [PMID: 31516123 PMCID: PMC6746060 DOI: 10.2196/13865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/19/2019] [Accepted: 07/17/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND More than 60% of people aging with HIV are observed to have multiple comorbidities, which are attributed to a variety of factors (eg, biological and environmental), with sex differences observed. However, understanding these differences and their contribution to medical resource utilization remains challenging as studies conducted exclusively and predominantly among males do not translate well to females, resulting in inconsistent findings across study cohorts and limiting our knowledge of sex-specific comorbidities. OBJECTIVE The objective of the study was to provide further insight into aging-related comorbidities, their associated sex-based differences, and their contribution to medical resource utilization, through the analysis of HIV patient data matched by sex. METHODS International Classification of Disease 9/10 diagnostic codes that comprise the electronic health records of males (N=229) and females (N=229) were categorized by individual characteristics, chronic and mental health conditions, treatment, high-risk behaviors, and infections and the codes were used as predictors of medical resource utilization represented by Charlson comorbidity scores. RESULTS Significant contributors to high Charlson scores in males were age (beta=2.37; 95% CI 1.45-3.29), longer hospital stay (beta=.046; 95% CI 0.009-0.083), malnutrition (beta=2.96; 95% CI 1.72-4.20), kidney failure (beta=2.23; 95% CI 0.934-3.52), chemotherapy (beta=3.58; 95% CI 2.16-5.002), history of tobacco use (beta=1.40; 95% CI 0.200-2.61), and hepatitis C (beta=1.49; 95% CI 0.181-2.79). Significant contributors to high Charlson scores in females were age (beta=1.37; 95% CI 0.361-2.38), longer hospital stay (beta=.042; 95% CI 0.005-0.078), heart failure (beta=2.41; 95% CI 0.833-3.98), chemotherapy (beta=3.48; 95% CI 1.626-5.33), and substance abuse beta=1.94; 95% CI 0.180, 3.702). CONCLUSIONS Our findings identified sex-based differences in medical resource utilization. These include kidney failure for men and heart failure for women. Increased prevalence of comorbidities in people living long with HIV has the potential to overburden global health systems. The development of narrower HIV phenotypes and aging-related comorbidity phenotypes with greater clinical validity will support intervention efficacy.
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Affiliation(s)
- Michelle Odlum
- Columbia University School of Nursing, New York, NY, United States
| | - Sunmoo Yoon
- Columbia University Irving Medical Center, New York, NY, United States
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Morandin C, Brendel VP, Sundström L, Helanterä H, Mikheyev AS. Changes in gene DNA methylation and expression networks accompany caste specialization and age-related physiological changes in a social insect. Mol Ecol 2019; 28:1975-1993. [PMID: 30809873 DOI: 10.1111/mec.15062] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 02/21/2019] [Accepted: 02/21/2019] [Indexed: 12/14/2022]
Abstract
Social insects provide systems for studying epigenetic regulation of phenotypes, particularly with respect to differentiation of reproductive and worker castes, which typically arise from a common genetic background. The role of gene expression in caste specialization has been extensively studied, but the role of DNA methylation remains controversial. Here, we perform well replicated, integrated analyses of DNA methylation and gene expression in brains of an ant (Formica exsecta) with distinct female castes using traditional approaches (tests of differential methylation) combined with a novel approach (analysis of co-expression and co-methylation networks). We found differences in expression and methylation profiles between workers and queens at different life stages, as well as some overlap between DNA methylation and expression at the functional level. Large portions of the transcriptome and methylome are organized into "modules" of genes, some significantly associated with phenotypic traits of castes and developmental stages. Several gene co-expression modules are preserved in co-methylation networks, consistent with possible regulation of caste-specific gene expression by DNA methylation. Surprisingly, brain co-expression modules were highly preserved when compared with a previous study that examined whole-body co-expression patterns in 16 ant species, suggesting that these modules are evolutionarily conserved and for specific functions in various tissues. Altogether, these results suggest that DNA methylation participates in regulation of caste specialization and age-related physiological changes in social insects.
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Affiliation(s)
- Claire Morandin
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland.,Environmental and Marine Biology, Faculty of Science and Engineering, Åbo Akademi University, Åbo, Finland.,Department of Ecology and Evolution, Biophore, University of Lausanne, Lausanne, Switzerland
| | - Volker P Brendel
- Department of Biology, Indiana University, Bloomington, Indiana.,Department of Computer Science, Indiana University, Bloomington, Indiana
| | - Liselotte Sundström
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland.,Tvärminne Zoological Station, University of Helsinki, Hanko, Finland
| | - Heikki Helanterä
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland.,Ecology and Genetics Research Unit, Faculty of Science, University of Oulu, Oulu, Finland
| | - Alexander S Mikheyev
- Okinawa Institute of Science and Technology, Okinawa, Japan.,Research School of Biology, Australian National University, Canberra, Australian Capital Territory, Australia
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Older HIV-infected adults: complex patients-comorbidity (I). Eur Geriatr Med 2019; 10:189-197. [PMID: 34652750 DOI: 10.1007/s41999-018-0152-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 12/04/2018] [Indexed: 12/16/2022]
Abstract
Life expectancy in people living with HIV has increased in the past decades, since the introduction of highly active antiretroviral treatment. Increased survival comes along with new challenges for the HIV physician, as these patients will present comorbidities inherent to ageing that can appear more frequently and at younger age than the general population. The older HIV patient poses a unique challenge, as management should take into account different factors, some related to global ageing such as geriatric syndromes, traditional risk factors, social vulnerability, and age-related diseases, and others related to HIV infection like ART toxicity, drug-drug interactions, immune dysregulation and chronic inflammation. All the above can amount to great polypharmacy and multimorbidity that physician have to be aware of. Little is known about the best screening, management and treatment strategies to improve long-term health outcomes in this ageing population. The following article briefly reviews the main comorbidities that can affect the ageing HIV patient.
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