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Kong AM, Pozen A, Anastos K, Kelvin EA, Nash D. Non-HIV Comorbid Conditions and Polypharmacy Among People Living with HIV Age 65 or Older Compared with HIV-Negative Individuals Age 65 or Older in the United States: A Retrospective Claims-Based Analysis. AIDS Patient Care STDS 2019; 33:93-103. [PMID: 30844304 PMCID: PMC6939583 DOI: 10.1089/apc.2018.0190] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
The number of people living with HIV (PLWH) ≥65 years is increasing in the United States. By 2035, the proportion of PLWH in this age group is projected to be 27%. As PLWH live longer, they face age-related comorbidities. We compared non-HIV disease and medication burden among PLWH (n = 2359) and HIV-negative individuals (n = 2,010,513) ≥65 years using MarketScan® Medicare Supplemental health insurance claims from 2009 to 2015. Outcomes were common diagnoses and medication classes, prevalence of non-HIV conditions, number of non-HIV conditions, and daily non-antiretroviral therapy (ART) medications over a 1-year period. We examined age-standardized prevalence rates and prevalence ratios (PRs) and fit multivariable generalized linear models, stratified by sex. PLWH were younger (mean 71 vs. 76 years) and a larger proportion were men (81% vs. 45%). The most common diagnoses among both cohorts were hypertension and dyslipidemia. Most non-HIV conditions were more prevalent among PLWH. The largest absolute difference was in anemia (29.6 cases per 100 people vs.11.7) and the largest relative difference was in hepatitis C (PR = 22.0). Unadjusted mean number of non-HIV conditions and daily non-ART medications were higher for PLWH (4.61 conditions and 3.79 medications) than HIV-negative individuals (3.94 and 3.41). In models, PLWH had significantly more non-HIV conditions than HIV-negative individuals [ratios: men = 1.272, (95% confidence interval, 1.233-1.312); women = 1.326 (1.245-1.413)]. Among those with >0 daily non-ART medications, men with HIV had significantly more non-ART medications than HIV-negative men [ratio = 1.178 (1.133-1.226)]. The disease burden associated with aging is substantially higher among PLWH, who may require additional services to effectively manage HIV and comorbid conditions.
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Affiliation(s)
- Amanda M. Kong
- Department of Epidemiology and Biostatistics, City University of New York, Graduate School of Public Health and Health Policy, New York, New York
- Department of Life Sciences, IBM Watson Health, Cambridge, Massachusetts
| | - Alexis Pozen
- Department of Health Policy and Management, City University of New York, Graduate School of Public Health and Health Policy, New York, New York
| | | | - Elizabeth A. Kelvin
- Department of Epidemiology and Biostatistics, City University of New York, Graduate School of Public Health and Health Policy, New York, New York
| | - Denis Nash
- Department of Epidemiology and Biostatistics, City University of New York, Graduate School of Public Health and Health Policy, New York, New York
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Warren JA, Clutton G, Goonetilleke N. Harnessing CD8 + T Cells Under HIV Antiretroviral Therapy. Front Immunol 2019; 10:291. [PMID: 30863403 PMCID: PMC6400228 DOI: 10.3389/fimmu.2019.00291] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 02/04/2019] [Indexed: 12/16/2022] Open
Abstract
Antiretroviral therapy (ART) has transformed HIV from a fatal disease to a chronic condition. In recent years there has been considerable interest in strategies to enable HIV-infected individuals to cease ART without viral rebound, either by purging all cells infected harboring replication-competent virus (HIV eradication), or by boosting immune responses to allow durable suppression of virus without rebound (HIV remission). Both of these approaches may need to harness HIV-specific CD8+ T cells to eliminate infected cells and/or prevent viral spread. In untreated infection, both HIV-specific and total CD8+ T cells are dysfunctional. Here, we review our current understanding of both global and HIV-specific CD8+ T cell immunity in HIV-infected individuals with durably suppressed viral load under ART, and its implications for HIV cure, eradication or remission. Overall, the literature indicates significant normalization of global T cell parameters, including CD4/8 ratio, activation status, and telomere length. Global characteristics of CD8+ T cells from HIV+ART+ individuals align more closely with those of HIV-seronegative individuals than of viremic HIV-infected individuals. However, markers of senescence remain elevated, leading to the hypothesis that immune aging is accelerated in HIV-infected individuals on ART. This phenomenon could have implications for attempts to prime de novo, or boost existing HIV-specific CD8+ T cell responses. A major challenge for both HIV cure and remission strategies is to elicit HIV-specific CD8+ T cell responses superior to that elicited by natural infection in terms of response kinetics, magnitude, breadth, viral suppressive capacity, and tissue localization. Addressing these issues will be critical to the success of HIV cure and remission attempts.
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Affiliation(s)
- Joanna A Warren
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, United States
| | - Genevieve Clutton
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, United States
| | - Nilu Goonetilleke
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, NC, United States
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Sánchez-Conde M, Díaz-Alvarez J, Dronda F, Brañas F. Why are people with HIV considered “older adults” in their fifties? Eur Geriatr Med 2018; 10:183-188. [DOI: 10.1007/s41999-018-0148-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 11/28/2018] [Indexed: 12/14/2022]
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Gomez D, Power C, Fujiwara E. Neurocognitive Impairment and Associated Genetic Aspects in HIV Infection. Curr Top Behav Neurosci 2018; 50:41-76. [PMID: 30523615 DOI: 10.1007/7854_2018_69] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
HIV enters the central nervous system (CNS) early after infection. HIV-associated neurocognitive disorders (HAND) remain a serious complication of HIV infection despite available antiretroviral therapy (ART). Neurocognitive deficits observed in HAND are heterogeneous, suggesting a variability in individuals' susceptibility or resiliency to the detrimental CNS effects of HIV infection. This chapter reviews primary host genomic changes (immune-related genes, genes implicated in cognitive changes in primary neurodegenerative diseases), epigenetic mechanisms, and genetic interactions with ART implicated in HIV progression or HAND/neurocognitive complications of HIV. Limitations of the current findings include diversity of the HAND phenotype and limited replication of findings across cohorts. Strategies to improve the precision of future (epi)genetic studies of neurocognitive consequences of HIV infection are offered.
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Affiliation(s)
- Daniela Gomez
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
| | - Christopher Power
- Departments of Psychiatry and Medicine, University of Alberta, Edmonton, AB, Canada
| | - Esther Fujiwara
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada.
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Kent SJ, Flexner C. Ageing in patients with chronic HIV infection: impact of hypercoagulation. AIDS Res Ther 2018; 15:22. [PMID: 30474565 PMCID: PMC6260879 DOI: 10.1186/s12981-018-0211-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 11/09/2018] [Indexed: 12/30/2022] Open
Abstract
Ageing is the result of biological events that progressively and irreversibly compromise the function of vital organs and eventually result in death. There is a general perception that ageing is accelerated in people living with HIV, with an increasing body of evidence to support this view. With the introduction of effective antiretroviral therapy, the life expectancy of people living with HIV has improved. Since people with HIV are living longer than previously, while also ageing faster than the general population, there is an increase in HIV-positive patients living with age-related comorbidities. This brief overview of ageing and HIV discusses aspects of the complications of HIV infection as they impact the ageing process. How diseases of age affect patients with HIV provides clues to help unravel the interactions between HIV and ageing that ultimately should help clinicians understand the basis of ‘normal’ ageing and manage ageing HIV-positive patients more effectively.
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Lim E, Xu H, Wu P, Posner D, Wu J, Peloso GM, Pitsillides AN, DeStefano AL, Adrienne Cupples L, Liu CT. Network analysis of drug effect on triglyceride-associated DNA methylation. BMC Proc 2018; 12:27. [PMID: 30275881 PMCID: PMC6157190 DOI: 10.1186/s12919-018-0130-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND DNA methylation, an epigenetic modification, can be affected by environmental factors and thus regulate gene expression levels that can lead to alterations of certain phenotypes. Network analysis has been used successfully to discover gene sets that are expressed differently across multiple disease states and suggest possible pathways of disease progression. We applied this framework to compare DNA methylation levels before and after lipid-lowering medication and to identify modules that differ topologically between the two time points, revealing the association between lipid medication and these triglyceride-related methylation sites. METHODS We performed quality control using beta-mixture quantile normalization on 463,995 cytosine-phosphate-guanine (CpG) sites and deleted problematic sites, resulting in 423,004 probes. We identified 14,850 probes that were nominally associated with triglycerides prior to treatment and performed weighted gene correlation network analysis (WGCNA) to construct pre- and posttreatment methylation networks of these probes. We then applied both WGCNA module preservation and generalized Hamming distance (GHD) to identify modules with topological differences between the pre- and posttreatment. For modules with structural changes between 2 time points, we performed pathway-enrichment analysis to gain further insight into the biological function of the genes from these modules. RESULTS Six triglyceride-associated modules were identified using pretreatment methylation probes. The same 3 modules were not preserved in posttreatment data using both the module-preservation and the GHD methods. Top-enriched pathways for the 3 differentially methylated modules are sphingolipid signaling pathway, proteoglycans in cancer, and metabolic pathways (p values < 0.005). One module in particular included an enrichment of lipid-related pathways among the top results. CONCLUSIONS The same 3 modules, which were differentially methylated between pre- and posttreatment, were identified using both WGCNA module-preservation and GHD methods. Pathway analysis revealed that triglyceride-associated modules contain groups of genes that are involved in lipid signaling and metabolism. These 3 modules may provide insight into the effect of fenofibrate on changes in triglyceride levels and these methylation sites.
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Affiliation(s)
- Elise Lim
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Hanfei Xu
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Peitao Wu
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Daniel Posner
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Jiayi Wu
- Department of Genetics and Genomics, Boston University, 72 East Concord Street, Boston, MA 02118 USA
| | - Gina M. Peloso
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Achilleas N. Pitsillides
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Anita L. DeStefano
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - L. Adrienne Cupples
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
| | - Ching-Ti Liu
- Department of Biostatistics, Boston University, 801 Massachusetts Avenue 3rd Floor, Boston, MA 02118 USA
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Chen NC, Partridge AT, Tuzer F, Cohen J, Nacarelli T, Navas-Martín S, Sell C, Torres C, Martín-García J. Induction of a Senescence-Like Phenotype in Cultured Human Fetal Microglia During HIV-1 Infection. J Gerontol A Biol Sci Med Sci 2018; 73:1187-1196. [PMID: 29415134 PMCID: PMC6093403 DOI: 10.1093/gerona/gly022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 01/31/2018] [Indexed: 12/22/2022] Open
Abstract
HIV-1 causes premature aging in chronically infected patients. Despite effective anti-retroviral therapy, around 50% of patients suffer HIV-associated neurocognitive disorders (HAND), which likely potentiate aging-associated neurocognitive decline. Microglia support productive HIV-1 infection in the brain. Elevated markers of cellular senescence, including p53 and p21, have been detected in brain tissues from patients with HAND, but the potential for microglia senescence during HIV-1 infection has not been investigated. We hypothesized that HIV-1 can induce senescence in microglia. Primary human fetal microglia were exposed to single-round infectious HIV-1 pseudotypes or controls, and examined for markers of senescence. Post-infection, microglia had significantly elevated: senescence-associated β-galactosidase activity, p21 levels, and production of cytokines such as IL-6 and IL-8, potentially indicative of a senescence-associated secretory phenotype. We also found increased detection of p53-binding protein foci in microglia nuclei post-infection. Additionally, we examined mitochondrial reactive oxygen species (ROS) and respiration, and found significantly increased mitochondrial ROS levels and decreased ATP-linked respiration during HIV-1 infection. Supernatant transfer from infected cultures to naïve microglia resulted in elevated p21 and caveolin-1 levels, and IL-8 production. Finally, nucleoside treatment reduced senescence markers induction in microglia. Overall, HIV-1 induces a senescence-like phenotype in human microglia, which could play a role in HAND.
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Affiliation(s)
- Natalie C Chen
- Department of Microbiology and Immunology, Philadelphia, Pennsylvania
- MD/PhD Program, Philadelphia, Pennsylvania
- Molecular and Cell Biology and Genetics Graduate Program, Philadelphia, Pennsylvania
| | - Andrea T Partridge
- Department of Microbiology and Immunology, Philadelphia, Pennsylvania
- Microbiology and Immunology Graduate Program, Philadelphia, Pennsylvania
| | - Ferit Tuzer
- Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania
| | - Justin Cohen
- Molecular and Cell Biology and Genetics Graduate Program, Philadelphia, Pennsylvania
- Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania
| | - Timothy Nacarelli
- Molecular and Cell Biology and Genetics Graduate Program, Philadelphia, Pennsylvania
- Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania
| | - Sonia Navas-Martín
- Department of Microbiology and Immunology, Philadelphia, Pennsylvania
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Christian Sell
- Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania
| | - Claudio Torres
- Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania
| | - Julio Martín-García
- Department of Microbiology and Immunology, Philadelphia, Pennsylvania
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, Pennsylvania
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Horvath S, Stein DJ, Phillips N, Heany SJ, Kobor MS, Lin DTS, Myer L, Zar HJ, Levine AJ, Hoare J. Perinatally acquired HIV infection accelerates epigenetic aging in South African adolescents. AIDS 2018; 32:1465-1474. [PMID: 29746298 PMCID: PMC6026068 DOI: 10.1097/qad.0000000000001854] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Recent studies demonstrate that infection with the HIV-1 is associated with accelerated aging effects in adults according to a highly accurate epigenetic biomarker of aging known as epigenetic clock. However, it is not yet known whether epigenetic age acceleration occurs as early as adolescence in perinatally HIV-infected (PHIV+) youth. DESIGN Observational study of PHIV and HIV-uninfected adolescents enrolled in the Cape Town Adolescent Antiretroviral Cohort Study. METHODS The Illumina EPIC array was used to generate blood DNA methylation data from 204 PHIV and 44 age-matched, uninfected (HIV-) adolescents aged 9-12 years old. The epigenetic clock software and method was used to estimate two measures of epigenetic age acceleration. Each participant completed a comprehensive neuropsychological test battery upon enrollment to Cape Town Adolescent Antiretroviral Cohort. RESULTS HIV is associated with biologically older blood in PHIV+ adolescents according to both measures of epigenetic age acceleration. One of the measures, extrinsic epigenetic age acceleration, is negatively correlated with measures of cognitive functioning (executive functioning, working memory, processing speed). CONCLUSION Overall, our results indicate that epigenetic age acceleration in blood can be observed in PHIV+ adolescents and that these epigenetic changes accompany poorer cognitive functioning.
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Affiliation(s)
- Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine
- Department of Biostatistics, School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
| | - Dan J Stein
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, J-Block, Groote Schuur Hospital, Observatory, Cape Town, South Africa
| | - Nicole Phillips
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, J-Block, Groote Schuur Hospital, Observatory, Cape Town, South Africa
| | - Sarah J Heany
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, J-Block, Groote Schuur Hospital, Observatory, Cape Town, South Africa
| | - Michael S Kobor
- Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, British Columbia Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - David T S Lin
- Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, British Columbia Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Landon Myer
- Centre for Infectious Disease Epidemiology and Research
- Division of Epidemiology and Biostatistics, School of Public Health & Family Medicine, University of Cape Town
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital
- SA-Medical Research Council Unit on Child and Adolescent Health, University of Cape Town, South Africa
| | - Andrew J Levine
- Department of Neurology, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA
| | - Jacqueline Hoare
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, J-Block, Groote Schuur Hospital, Observatory, Cape Town, South Africa
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Aging and Apolipoprotein E in HIV Infection. J Neurovirol 2018; 24:529-548. [PMID: 29987582 PMCID: PMC6244718 DOI: 10.1007/s13365-018-0660-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 05/23/2018] [Accepted: 06/25/2018] [Indexed: 01/21/2023]
Abstract
With the implementation of increasingly effective antiretroviral therapy (ART) over the past three decades, individuals infected with HIV live a much longer life. HIV infection is no longer a terminal but rather a chronic disease. However, the lifespan of infected individuals remains shorter than that of their uninfected peers. Even with ART, HIV infection may potentiate “premature” aging. Organ-associated disease and systemic syndromes that occur in treated HIV-infection are like that of older, uninfected individuals. Brain aging may manifest as structural changes or neurocognitive impairment that are beyond the chronological age. The spectrum of neurological, cognitive, and motor deficiencies, currently described as HIV-associated neurocognitive disorders (HAND), may reflect earlier onset of mechanisms common to HIV infection and aging (accelerated aging). HAND could also reflect the neurological impact of HIV infection superimposed on comorbidities linked to age and chronic inflammation, leading to a higher prevalence of neurocognitive impairment across the age span (accentuated aging). In addition, apolipoprotein E (ApoE), one of the most influential host risk factors for developing Alzheimer’s disease, has been implicated in the development of HAND. But studies differ as to whether ApoE is relevant, and whether age and ApoE interact to impair brain function in the HIV-infected patient. What is clear is that HIV-infected individuals are living longer with HIV, and therefore factors related to aging and health need to be examined in the context of current, effective ART. This review addresses the recent evidence for the influence of aging and ApoE on HIV-associated neurocognitive impairment.
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Kuhn T, Kaufmann T, Doan NT, Westlye LT, Jones J, Nunez RA, Bookheimer SY, Singer EJ, Hinkin CH, Thames AD. An augmented aging process in brain white matter in HIV. Hum Brain Mapp 2018; 39:2532-2540. [PMID: 29488278 PMCID: PMC5951745 DOI: 10.1002/hbm.24019] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 02/14/2018] [Accepted: 02/15/2018] [Indexed: 01/02/2023] Open
Abstract
OBJECTIVE HIV infection and aging are both associated with neurodegeneration. However, whether the aging process alone or other factors associated with advanced age account for the progression of neurodegeneration in the aging HIV-positive (HIV+) population remains unclear. METHODS HIV+ (n = 70) and HIV-negative (HIV-, n = 34) participants underwent diffusion tensor imaging (DTI) and metrics of microstructural properties were extracted from regions of interest (ROIs). A support vector regression model was trained on two independent datasets of healthy adults across the adult life-span (n = 765, Cam-CAN = 588; UiO = 177) to predict participant age from DTI metrics, and applied to the HIV dataset. Predicted brain age gap (BAG) was computed as the difference between predicted age and chronological age, and statistically compared between HIV groups. Regressions assessed the relationship between BAG and HIV severity/medical comorbidities. Finally, correlation analyses tested for associations between BAG and cognitive performance. RESULTS BAG was significantly higher in the HIV+ group than the HIV- group F (1, 103) = 12.408, p = .001). HIV RNA viral load was significantly associated with BAG, particularly in older HIV+ individuals (R2 = 0.29, F(7, 70) = 2.66, p = .021). Further, BAG was negatively correlated with domain-level cognitive function (learning: r = -0.26, p = .008; memory: r = -0.21, p = .034). CONCLUSIONS HIV infection is associated with augmented white matter aging, and greater brain aging is associated with worse cognitive performance in multiple domains.
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Affiliation(s)
- Taylor Kuhn
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles, 740 Westwood Plaza, C8‐746Los AngelesCalifornia90073
- Veterans Association Greater Los Angeles Healthcare Center, 11301 Wilshire BlvdLos AngelesCalifornia90049
| | - Tobias Kaufmann
- NORMENT, KG Jebsen Centre for Psychosis Research, Division of Mental Health and AddictionOslo University Hospital & Institute of Clinical Medicine, University of OsloOsloNorway
| | - Nhat Trung Doan
- NORMENT, KG Jebsen Centre for Psychosis Research, Division of Mental Health and AddictionOslo University Hospital & Institute of Clinical Medicine, University of OsloOsloNorway
| | - Lars T. Westlye
- NORMENT, KG Jebsen Centre for Psychosis Research, Division of Mental Health and AddictionOslo University Hospital & Institute of Clinical Medicine, University of OsloOsloNorway
- Department of PsychologyUniversity of OsloOsloNorway
| | - Jacob Jones
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles, 740 Westwood Plaza, C8‐746Los AngelesCalifornia90073
- Veterans Association Greater Los Angeles Healthcare Center, 11301 Wilshire BlvdLos AngelesCalifornia90049
| | - Rodolfo A. Nunez
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles, 740 Westwood Plaza, C8‐746Los AngelesCalifornia90073
| | - Susan Y. Bookheimer
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles, 740 Westwood Plaza, C8‐746Los AngelesCalifornia90073
- Department of Cognitive PsychologyTennenbaum Center for the Biology of Creativity, University of California, Los Angeles, 635 Charles E Young Dr. S, 260‐MLos AngelesCalifornia90095
| | - Elyse J. Singer
- Department of NeurologyUniversity of California, Los Angeles, 710 Westwood PlazaLos AngelesCalifornia90073
| | - Charles H. Hinkin
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles, 740 Westwood Plaza, C8‐746Los AngelesCalifornia90073
- Veterans Association Greater Los Angeles Healthcare Center, 11301 Wilshire BlvdLos AngelesCalifornia90049
| | - April D. Thames
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles, 740 Westwood Plaza, C8‐746Los AngelesCalifornia90073
- Department of PsychologyUniversity of Southern California3620 S. McClintock Avenue, Los Angeles, California90049
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Singh HK, Del Carmen T, Freeman R, Glesby MJ, Siegler EL. From One Syndrome to Many: Incorporating Geriatric Consultation Into HIV Care. Clin Infect Dis 2018; 65:501-506. [PMID: 28387803 DOI: 10.1093/cid/cix311] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 04/03/2017] [Indexed: 12/25/2022] Open
Abstract
Antiretroviral therapy has enabled people to live long lives with human immunodeficiency virus (HIV). As a result, most HIV-infected adults in the United States are >50 years of age. In light of this changing epidemiology, HIV providers must recognize and manage multiple comorbidities and aging-related syndromes. Geriatric principles can help meet this new challenge, as preservation of function and optimization of social and psychological health are relevant to the care of aging HIV-infected adults, even those who are not yet old. Nonetheless, the field is still in its infancy. Although other subspecialties have started to explore the role of geriatricians, little is known about their role in HIV care, and few clinics have incorporated geriatricians. This article introduces basic geriatric nomenclature and principles, examines several geriatric consultation models from other subspecialties, and describes our HIV and Aging clinical program to encourage investigation of best practices for the care of this population.
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Affiliation(s)
| | - Tessa Del Carmen
- Geriatrics and Palliative Medicine, Weill Cornell Medical College
| | - Ryann Freeman
- Geriatrics and Palliative Medicine, Weill Cornell Medical College
- ACRIA, Center on HIV and Aging, New York
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Simpkin AJ, Howe LD, Tilling K, Gaunt TR, Lyttleton O, McArdle WL, Ring SM, Horvath S, Smith GD, Relton CL. The epigenetic clock and physical development during childhood and adolescence: longitudinal analysis from a UK birth cohort. Int J Epidemiol 2018; 46:549-558. [PMID: 28089957 PMCID: PMC5722033 DOI: 10.1093/ije/dyw307] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/23/2016] [Indexed: 12/31/2022] Open
Abstract
Background: Statistical models that use an individual’s DNA methylation levels to estimate their age (known as epigenetic clocks) have recently been developed, with 96% correlation found between epigenetic and chronological age. We postulate that differences between estimated and actual age [age acceleration (AA)] can be used as a measure of developmental age in early life. Methods: We obtained DNA methylation measures at three time points (birth, age 7 years and age 17 years) in 1018 children from the Avon Longitudinal Study of Parents and Children (ALSPAC). Using an online calculator, we estimated epigenetic age, and thus AA, for each child at each time point. We then investigated whether AA was prospectively associated with repeated measures of height, weight, body mass index (BMI), bone mineral density, bone mass, fat mass, lean mass and Tanner stage. Results: Positive AA at birth was associated with higher average fat mass [1321 g per year of AA, 95% confidence interval (CI) 386, 2256 g] from birth to adolescence (i.e. from age 0–17 years) and AA at age 7 was associated with higher average height (0.23 cm per year of AA, 95% CI 0.04, 0.41 cm). Conflicting evidence for the role of AA (at birth and in childhood) on changes during development was also found, with higher AA being positively associated with changes in weight, BMI and Tanner stage, but negatively with changes in height and fat mass. Conclusions: We found evidence that being ahead of one’s epigenetic age acceleration is related to developmental characteristics during childhood and adolescence. This demonstrates the potential for using AA as a measure of development in future research.
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Affiliation(s)
- Andrew J Simpkin
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Laura D Howe
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Kate Tilling
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Tom R Gaunt
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Oliver Lyttleton
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Wendy L McArdle
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Susan M Ring
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Steve Horvath
- School of Public Health, University of California Los Angeles, Los Angeles, CA, USA.,David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Caroline L Relton
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
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63
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Derivation and internal validation of a mortality risk index for aged people living with HIV: The Dat'AIDS score. PLoS One 2018; 13:e0195725. [PMID: 29672628 PMCID: PMC5908189 DOI: 10.1371/journal.pone.0195725] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 03/28/2018] [Indexed: 12/30/2022] Open
Abstract
Objective The objective was to develop a multivariable prognostic index for overall mortality over a five-year span integrating classical HIV biomarkers and comorbidities in people living with HIV (PLHIV) aged 60 or older. Design Prospective multicenter cohort study from the French Dat’AIDS cohort. Methods All HIV-1 infected patients aged 60 years or older on 1st January 2008 were included. Sociodemographic data, CD4 cell count, CD4 nadir, HIV viral load, history of comorbidities, hepatitis co-infections and laboratory parameters at baseline were considered as potential prognostic variables. Primary outcome was all-cause mortality. Results Among 1415 patients included, we derived a score comprising the following predictors: Age (65–74: 1 point; ≥75: 8 points), CD4 cell count (200–349: 3 points; <200: 6 points), non-HIV related cancer (6 points), cardiovascular disease (8 points), estimated glomerular filtration rate (30–59 mL/min/1.73m2: 5 points; <30mL/min/1.73m2: 16 points), cirrhosis (13 points), low body mass index (<18.5 kg/m2, 10 points), anemia (6 points). Mean observed score was 7.0 ± 8.0 and ranged from 0 to 45. Score categories defined 4 risk groups for mortality: low, moderate, high and very high risk (5-year survival probability 0.95 (95%CI[0.93–0.97]), 0.90 (95%CI[0.87–0.92]), 0.77 (95%CI[0.68–0.84]) and 0.54 (95%CI[0.43–0.63]) respectively). The score showed good discrimination (C-statistic = 0.76) and calibration. Conclusions We propose a multivariable prognostic score for mortality among PLHIV aged 60 or over, who will become the predominant population in future years in western populations. It could be a useful tool for research, for developing preventive and treatment strategies according to risk group, and for risk assessment by clinicians.
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64
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Loomba R, Gindin Y, Jiang Z, Lawitz E, Caldwell S, Djedjos CS, Xu R, Chung C, Myers RP, Subramanian GM, Goodman Z, Charlton M, Afdhal NH, Diehl AM. DNA methylation signatures reflect aging in patients with nonalcoholic steatohepatitis. JCI Insight 2018; 3:96685. [PMID: 29367468 DOI: 10.1172/jci.insight.96685] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 11/21/2017] [Indexed: 01/04/2023] Open
Abstract
A DNA methylation (DNAm) signature (the "Horvath clock") has been proposed as a measure of human chronological and biological age. We determined peripheral blood DNAm in patients with nonalcoholic steatohepatitis (NASH) and assessed whether accelerated aging occurs in these patients. DNAm signatures were obtained in patients with biopsy-proven NASH and stage 2-3 fibrosis. The DNAm profile from one test and two validation cohorts served as controls. Age acceleration was calculated as the difference between DNAm age and the predicted age based on the linear model derived from controls. Hepatic collagen content was assessed by quantitative morphometry. The Horvath clock accurately predicts the chronological age of the entire cohort. Age acceleration was observed among NASH subjects compared with control data sets and our test controls. Age acceleration in NASH subjects did not differ by fibrosis stage but correlated with hepatic collagen content. A set of 152 differentially methylated CpG islands between NASH subjects and controls identified gene set enrichment for transcription factors and developmental pathways. Patients with NASH exhibit epigenetic age acceleration that correlates with hepatic collagen content.
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Affiliation(s)
- Rohit Loomba
- University of California, San Diego, La Jolla, California, USA
| | | | | | - Eric Lawitz
- Texas Liver Institute, University of Texas Health Science Center, San Antonio, Texas, USA
| | | | | | - Ren Xu
- Gilead Sciences Inc., Foster City, California, USA
| | - Chuhan Chung
- Gilead Sciences Inc., Foster City, California, USA
| | | | | | | | | | - Nezam H Afdhal
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Anna Mae Diehl
- Duke Clinical Research Institute, Durham, North Carolina, USA
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65
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Abstract
Human immunodeficiency virus (HIV)-associated neurocognitive disorder (HAND) affects roughly half the HIV-positive population. The symptoms of cognitive slowing, poor concentration, and memory problems can impact on everyday life. Its diagnosis is validated where possible by identifying deficits in two cognitive domains on neuropsychologic testing in patients either with or without symptoms. Corroborating evidence may be found on imaging, blood tests, and cerebrospinal fluid analysis, though sensitive and specific biomarkers are currently lacking. The introduction of combined antiretroviral therapy in the 1990s has generated a therapeutic paradox whereby the number of severe cases of HAND has fallen, yet milder forms continue to rise in prevalence. New emphasis has been placed on identifying the cause of apparent ongoing HIV infection and inflammation of the central nervous system (CNS) in the face of durable systemic viral suppression, and how this equates to the neuronal dysfunction underlying HAND. The interaction with aging and comorbidities is becoming increasingly common as the HIV-positive population enters older adulthood, with neurodegenerative, metabolic, and vascular causes of cognitive impairment combining and probably accelerating in the context of chronic HIV infection. Therapies targeted to the CNS, but without neurotoxic side-effects, are being investigated to attempt to reduce the likelihood of developing, and improving, HAND.
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Affiliation(s)
| | - Bruce James Brew
- Departments of Neurology and HIV Medicine, St. Vincent's Hospital and Peter Duncan Neurosciences Unit, St. Vincent's Centre for Applied Medical Research, St. Vincent's Hospital, Sydney, NSW, Australia.
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66
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Boulias K, Lieberman J, Greer EL. An Epigenetic Clock Measures Accelerated Aging in Treated HIV Infection. Mol Cell 2017; 62:153-155. [PMID: 27105110 DOI: 10.1016/j.molcel.2016.04.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
In this issue of Molecular Cell, Gross et al. (2016) find a CpG DNA methylation signature in blood cells of patients with chronic well-controlled HIV infection that correlates with accelerated aging.
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Affiliation(s)
| | - Judy Lieberman
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, MA 02115, USA; Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
| | - Eric Lieberman Greer
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA 02115, USA; Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA.
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67
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Friedman H, Ator N, Haigwood N, Newsome W, Allan JS, Golos TG, Kordower JH, Shade RE, Goldberg ME, Bailey MR, Bianchi P. THE CRITICAL ROLE OF NONHUMAN PRIMATES IN MEDICAL RESEARCH. Pathog Immun 2017. [PMID: 29034361 DOI: 10.20411/pai.v2i3.186.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
| | | | - Nancy Haigwood
- Oregon Health & Science University, Portland, Oregon.,Oregon National Primate Research Center, Portland, Oregon
| | - William Newsome
- Stanford University School of Medicine, Stanford, California
| | - James S Allan
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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68
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Uddin R, Singh SM. Gene Network Construction from Microarray Data Identifies a Key Network Module and Several Candidate Hub Genes in Age-Associated Spatial Learning Impairment. Front Syst Neurosci 2017; 11:75. [PMID: 29066959 PMCID: PMC5641338 DOI: 10.3389/fnsys.2017.00075] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Accepted: 09/22/2017] [Indexed: 01/06/2023] Open
Abstract
As humans age many suffer from a decrease in normal brain functions including spatial learning impairments. This study aimed to better understand the molecular mechanisms in age-associated spatial learning impairment (ASLI). We used a mathematical modeling approach implemented in Weighted Gene Co-expression Network Analysis (WGCNA) to create and compare gene network models of young (learning unimpaired) and aged (predominantly learning impaired) brains from a set of exploratory datasets in rats in the context of ASLI. The major goal was to overcome some of the limitations previously observed in the traditional meta- and pathway analysis using these data, and identify novel ASLI related genes and their networks based on co-expression relationship of genes. This analysis identified a set of network modules in the young, each of which is highly enriched with genes functioning in broad but distinct GO functional categories or biological pathways. Interestingly, the analysis pointed to a single module that was highly enriched with genes functioning in “learning and memory” related functions and pathways. Subsequent differential network analysis of this “learning and memory” module in the aged (predominantly learning impaired) rats compared to the young learning unimpaired rats allowed us to identify a set of novel ASLI candidate hub genes. Some of these genes show significant repeatability in networks generated from independent young and aged validation datasets. These hub genes are highly co-expressed with other genes in the network, which not only show differential expression but also differential co-expression and differential connectivity across age and learning impairment. The known function of these hub genes indicate that they play key roles in critical pathways, including kinase and phosphatase signaling, in functions related to various ion channels, and in maintaining neuronal integrity relating to synaptic plasticity and memory formation. Taken together, they provide a new insight and generate new hypotheses into the molecular mechanisms responsible for age associated learning impairment, including spatial learning.
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Affiliation(s)
- Raihan Uddin
- Department of Biology, University of Western Ontario, London, ON, Canada
| | - Shiva M Singh
- Department of Biology, University of Western Ontario, London, ON, Canada
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69
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Friedman H, Ator N, Haigwood N, Newsome W, Allan JS, Golos TG, Kordower JH, Shade RE, Goldberg ME, Bailey MR, Bianchi P. THE CRITICAL ROLE OF NONHUMAN PRIMATES IN MEDICAL RESEARCH. Pathog Immun 2017; 2:352-365. [PMID: 29034361 PMCID: PMC5636196 DOI: 10.20411/pai.v2i3.186] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
The sponsors of this report endorse carefully regulated research with nonhuman primates. This research is essential to learning about the biology, treatment and prevention of diseases and conditions that cause human suffering.
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Affiliation(s)
| | | | - Nancy Haigwood
- Oregon Health & Science University, Portland, Oregon.,Oregon National Primate Research Center, Portland, Oregon
| | - William Newsome
- Stanford University School of Medicine, Stanford, California
| | - James S Allan
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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70
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Modeling aging in HIV infection in nonhuman primates to address an emerging challenge of the post-ART era. Curr Opin Virol 2017; 25:66-75. [PMID: 28803049 DOI: 10.1016/j.coviro.2017.07.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 07/17/2017] [Accepted: 07/18/2017] [Indexed: 12/22/2022]
Abstract
The advent of antiretroviral therapy (ART) has dramatically improved both quality and length of life for subjects infected with human immunodeficiency virus (HIV), delaying or preventing progression to acquired immunodeficiency syndrome (AIDS). However, the virus induces aging-related changes to the immune system which confound treatment. Additionally, the normal physiologic events that occur during aging lead to deficiencies in immunity which not only exacerbate HIV pathogenesis but also trigger a variety of comorbidities. Here, the synergistic linkage between aging and HIV infection is examined in regard to the immunological and pathological mechanisms that drive both senescence and disease progression. The use of NHPs to investigate potential therapeutic strategies to control the deleterious consequences of aging with HIV infection is also reviewed.
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71
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Kamitani E, Sipe TA, Higa DH, Mullins MM, Soares J. Evaluating the Effectiveness of Physical Exercise Interventions in Persons Living With HIV: Overview of Systematic Reviews. AIDS EDUCATION AND PREVENTION : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR AIDS EDUCATION 2017; 29:347-363. [PMID: 28825859 PMCID: PMC5942186 DOI: 10.1521/aeap.2017.29.4.347] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Physical exercise (PE) has not been well studied in persons living with HIV (PLHIV). We conducted an overview of systematic reviews to assess the effectiveness of PE and to determine the most appropriate PE regimen for PLHIV. We used the CDC's Prevention Research Synthesis Project's database and manual searches to identify systematic reviews published between 1996 and 2013. We qualitatively synthesized the findings from five reviews to assess the effectiveness of PE and conducted meta-analyses on CD4 counts to identify the best PE regimen. PE is associated with reduced adiposity and depression, but was not associated with a decrease in HIV viral load. CD4 counts were improved by interventions with interval aerobic or 41-50 minutes of exercise three times per week compared with other modes and duration of exercise. PE appears to benefit PLHIV, but more research is needed to help develop appropriate PE strategies specifically for PLHIV.
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Affiliation(s)
- Emiko Kamitani
- ORISE Fellow, Prevention Research Branch, Division of HIV/AIDS Prevention, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Theresa Ann Sipe
- Prevention Research Branch, Division of HIV/AIDS Prevention, U.S. Centers for Disease Control and Prevention
| | - Darrel H Higa
- Prevention Research Branch, Division of HIV/AIDS Prevention, U.S. Centers for Disease Control and Prevention
| | - Mary M Mullins
- Prevention Research Branch, Division of HIV/AIDS Prevention, U.S. Centers for Disease Control and Prevention
| | - Jesus Soares
- Physical Activity and Health Branch, Division of Nutrition, Physical Activity and Obesity, U.S. Centers for Disease Control and Prevention
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72
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Gross AM, Jaeger PA, Kreisberg JF, Licon K, Jepsen KL, Khosroheidari M, Morsey BM, Swindells S, Shen H, Ng CT, Flagg K, Chen D, Zhang K, Fox HS, Ideker T. Methylome-wide Analysis of Chronic HIV Infection Reveals Five-Year Increase in Biological Age and Epigenetic Targeting of HLA. Mol Cell 2017; 62:157-168. [PMID: 27105112 DOI: 10.1016/j.molcel.2016.03.019] [Citation(s) in RCA: 229] [Impact Index Per Article: 28.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 12/29/2015] [Accepted: 03/16/2016] [Indexed: 12/31/2022]
Abstract
HIV-infected individuals are living longer on antiretroviral therapy, but many patients display signs that in some ways resemble premature aging. To investigate and quantify the impact of chronic HIV infection on aging, we report a global analysis of the whole-blood DNA methylomes of 137 HIV+ individuals under sustained therapy along with 44 matched HIV- individuals. First, we develop and validate epigenetic models of aging that are independent of blood cell composition. Using these models, we find that both chronic and recent HIV infection lead to an average aging advancement of 4.9 years, increasing expected mortality risk by 19%. In addition, sustained infection results in global deregulation of the methylome across >80,000 CpGs and specific hypomethylation of the region encoding the human leukocyte antigen locus (HLA). We find that decreased HLA methylation is predictive of lower CD4 / CD8 T cell ratio, linking molecular aging, epigenetic regulation, and disease progression.
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Affiliation(s)
- Andrew M Gross
- Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA 92093, USA; Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Philipp A Jaeger
- Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Jason F Kreisberg
- Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Katherine Licon
- Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Kristen L Jepsen
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Mahdieh Khosroheidari
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Brenda M Morsey
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Susan Swindells
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Hui Shen
- Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Cherie T Ng
- aTyr Pharmaceuticals, San Diego, CA 92121, USA
| | - Ken Flagg
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Department of Ophthalmology and Biomaterials and Tissue Engineering Center, Institute for Engineering in Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Guangzhou Kang Rui Biological Pharmaceutical Technology Company Ltd., Guangzhou 510005, China
| | - Daniel Chen
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Department of Ophthalmology and Biomaterials and Tissue Engineering Center, Institute for Engineering in Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Kang Zhang
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Department of Ophthalmology and Biomaterials and Tissue Engineering Center, Institute for Engineering in Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Veterans Administration Healthcare System, San Diego, CA 92093, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Howard S Fox
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA.
| | - Trey Ideker
- Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA 92093, USA; Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA.
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73
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Hodes RJ, Sierra F, Austad SN, Epel E, Neigh GN, Erlandson KM, Schafer MJ, LeBrasseur NK, Wiley C, Campisi J, Sehl ME, Scalia R, Eguchi S, Kasinath BS, Halter JB, Cohen HJ, Demark-Wahnefried W, Ahles TA, Barzilai N, Hurria A, Hunt PW. Disease drivers of aging. Ann N Y Acad Sci 2017; 1386:45-68. [PMID: 27943360 DOI: 10.1111/nyas.13299] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 10/25/2016] [Indexed: 12/14/2022]
Abstract
It has long been known that aging, at both the cellular and organismal levels, contributes to the development and progression of the pathology of many chronic diseases. However, much less research has examined the inverse relationship-the contribution of chronic diseases and their treatments to the progression of aging-related phenotypes. Here, we discuss the impact of three chronic diseases (cancer, HIV/AIDS, and diabetes) and their treatments on aging, putative mechanisms by which these effects are mediated, and the open questions and future research directions required to understand the relationships between these diseases and aging.
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Affiliation(s)
| | | | - Steven N Austad
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Elissa Epel
- Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | | | | | - Marissa J Schafer
- Robert and Arlene Kogod Center on Aging and Department of Physical Medicine and Rehabilitation, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Nathan K LeBrasseur
- Robert and Arlene Kogod Center on Aging and Department of Physical Medicine and Rehabilitation, Mayo Clinic College of Medicine, Rochester, Minnesota
| | | | - Judith Campisi
- Buck Institute for Research on Aging, Novato, California
| | - Mary E Sehl
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
| | - Rosario Scalia
- Department of Physiology and Cardiovascular Research Center, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania
| | - Satoru Eguchi
- Department of Physiology and Cardiovascular Research Center, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania
| | - Balakuntalam S Kasinath
- Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, South Texas Veterans Health Care System, San Antonio, Texas
| | - Jeffrey B Halter
- Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, Michigan
| | | | | | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nir Barzilai
- Institute for Aging Research, Albert Einstein College of Medicine, New York, New York
| | - Arti Hurria
- City of Hope National Medical Center, Duarte, California
| | - Peter W Hunt
- University of California, San Francisco, School of Medicine, San Francisco, California
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74
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Cole JH, Underwood J, Caan MWA, De Francesco D, van Zoest RA, Leech R, Wit FWNM, Portegies P, Geurtsen GJ, Schmand BA, Schim van der Loeff MF, Franceschi C, Sabin CA, Majoie CBLM, Winston A, Reiss P, Sharp DJ. Increased brain-predicted aging in treated HIV disease. Neurology 2017; 88:1349-1357. [PMID: 28258081 PMCID: PMC5379929 DOI: 10.1212/wnl.0000000000003790] [Citation(s) in RCA: 155] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 01/17/2017] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVE To establish whether HIV disease is associated with abnormal levels of age-related brain atrophy, by estimating apparent brain age using neuroimaging and exploring whether these estimates related to HIV status, age, cognitive performance, and HIV-related clinical parameters. METHODS A large sample of virologically suppressed HIV-positive adults (n = 162, age 45-82 years) and highly comparable HIV-negative controls (n = 105) were recruited as part of the Comorbidity in Relation to AIDS (COBRA) collaboration. Using T1-weighted MRI scans, a machine-learning model of healthy brain aging was defined in an independent cohort (n = 2,001, aged 18-90 years). Neuroimaging data from HIV-positive and HIV-negative individuals were then used to estimate brain-predicted age; then brain-predicted age difference (brain-PAD = brain-predicted brain age - chronological age) scores were calculated. Neuropsychological and clinical assessments were also carried out. RESULTS HIV-positive individuals had greater brain-PAD score (mean ± SD 2.15 ± 7.79 years) compared to HIV-negative individuals (-0.87 ± 8.40 years; b = 3.48, p < 0.01). Increased brain-PAD score was associated with decreased performance in multiple cognitive domains (information processing speed, executive function, memory) and general cognitive performance across all participants. Brain-PAD score was not associated with age, duration of HIV infection, or other HIV-related measures. CONCLUSION Increased apparent brain aging, predicted using neuroimaging, was observed in HIV-positive adults, despite effective viral suppression. Furthermore, the magnitude of increased apparent brain aging related to cognitive deficits. However, predicted brain age difference did not correlate with chronological age or duration of HIV infection, suggesting that HIV disease may accentuate rather than accelerate brain aging.
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Affiliation(s)
- James H Cole
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy.
| | - Jonathan Underwood
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Matthan W A Caan
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Davide De Francesco
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Rosan A van Zoest
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Robert Leech
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Ferdinand W N M Wit
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Peter Portegies
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Gert J Geurtsen
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Ben A Schmand
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Maarten F Schim van der Loeff
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Claudio Franceschi
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Caroline A Sabin
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Charles B L M Majoie
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Alan Winston
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Peter Reiss
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - David J Sharp
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
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75
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Sehl ME, Henry JE, Storniolo AM, Ganz PA, Horvath S. DNA methylation age is elevated in breast tissue of healthy women. Breast Cancer Res Treat 2017; 164:209-219. [PMID: 28364215 PMCID: PMC5487725 DOI: 10.1007/s10549-017-4218-4] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Accepted: 03/22/2017] [Indexed: 12/26/2022]
Abstract
Background Limited evidence suggests that female breast tissue ages faster than other parts of the body according to an epigenetic biomarker of aging known as the “epigenetic clock.” However, it is unknown whether breast tissue samples from healthy women show a similar accelerated aging effect relative to other tissues, and what could drive this acceleration. The goal of this study is to validate our initial finding of advanced DNA methylation (DNAm) age in breast tissue, by directly comparing it to that of peripheral blood tissue from the same individuals, and to do a preliminary assessment of hormonal factors that could explain the difference. Methods We utilized n = 80 breast and 80 matching blood tissue samples collected from 40 healthy female participants of the Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center who donated these samples at two time points spaced at least a year apart. DNA methylation levels (Illumina 450K platform) were used to estimate the DNAm age. Results DNAm age was highly correlated with chronological age in both peripheral blood (r = 0.94, p < 0.0001) and breast tissues (r = 0.86, p < 0.0001). A measure of epigenetic age acceleration (age-adjusted DNAm Age) was substantially increased in breast relative to peripheral blood tissue (p = 1.6 × 10−11). The difference between DNAm age of breast and blood decreased with advancing chronologic age (r = −0.53, p = 4.4 × 10−4). Conclusions Our data clearly demonstrate that female breast tissue has a higher epigenetic age than blood collected from the same subject. We also observe that the degree of elevation in breast diminishes with advancing age. Future larger studies will be needed to examine associations between epigenetic age acceleration and cumulative hormone exposure. Electronic supplementary material The online version of this article (doi:10.1007/s10549-017-4218-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mary E Sehl
- Medicine, Hematology-Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA.,Biomathematics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Jill E Henry
- Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center, Indianapolis, IN, 46202, USA
| | - Anna Maria Storniolo
- Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center, Indianapolis, IN, 46202, USA
| | - Patricia A Ganz
- Medicine, Hematology-Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA.,Health Policy and Management, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, Gonda Research Center, University of California Los Angeles, 695 Charles E. Young Drive South, Box 708822, Los Angeles, CA, 90095-7088, USA. .,Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, USA.
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76
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Identification of HIV infection-related DNA methylation sites and advanced epigenetic aging in HIV-positive, treatment-naive U.S. veterans. AIDS 2017; 31:571-575. [PMID: 27922854 DOI: 10.1097/qad.0000000000001360] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVE HIV-positive individuals are at higher risk than healthy persons for aging-related diseases, including myocardial infarction and non-AIDS defining cancers. Recent evidence suggests that HIV infection may modulate changes in the host cell epigenome, and these changes represent a potential mechanism through which HIV infection accelerates aging. We assessed the difference in DNA methylation (DNAm) age, an aging marker involving multiple age-related cytosine-guanine dinucleotide (CpG) sites, among antiretroviral treatment (ART)-naive HIV-positive and HIV-negative individuals in a cohort of veterans from the Veterans Aging Cohort Study. DESIGN Peripheral blood samples were collected from 19 ART-naive, HIV-positive, and 19 HIV-negative male participants, matched by age and race. Blood samples were collected from HIV-positive participants 7-11 years after ART initiation. METHODS We compared DNAm age between HIV-positive and HIV-negative groups at baseline and between HIV-positive patients at baseline and follow-up. We also performed an epigenome-wide analysis to identify CpG methylation sites associated with HIV infection. RESULTS DNAm age in HIV-positive individuals is, on average, 11.2 years higher than HIV study participants at baseline, and two of 10 HIV-positive individuals showed an increase in DNAm age after ART initiation. Epigenome-wide association studies showed an association of HIV infection with one site, in gene VPS37B, which approached statistical significance in our cohort (P = 3.30 × 10, Bonferroni-corrected threshold = 1.22 × 10) and was replicated in a second, larger cohort. CONCLUSION ART treatment-naive HIV-positive individuals have significantly older DNAm age compared to HIV-negative individuals in the Veterans Aging Cohort Study cohort. Longitudinal changes in DNAm age are highly variable across individuals after initiation of antiretroviral therapy.
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Kuhn T, Schonfeld D, Sayegh P, Arentoft A, Jones JD, Hinkin CH, Bookheimer SY, Thames AD. The effects of HIV and aging on subcortical shape alterations: A 3D morphometric study. Hum Brain Mapp 2017; 38:1025-1037. [PMID: 27778407 PMCID: PMC5225033 DOI: 10.1002/hbm.23436] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Revised: 08/28/2016] [Accepted: 10/04/2016] [Indexed: 12/21/2022] Open
Abstract
Standard volumetric neuroimaging studies have demonstrated preferential atrophy of subcortical structures among individuals with HIV. However, to our knowledge, no study has investigated subcortical shape alterations secondary to HIV and whether advancing age impacts that relationship. This study employed 3D morphometry to examine the independent and interactive effects of HIV and age on shape differences in nucleus accumbens, amygdala, caudate, hippocampus, pallidum, putamen, and thalamus in 81 participants ranging in age from 24 to 76 including 59 HIV+ individuals and 22 HIV-seronegative controls. T1-weighted MRI underwent a preprocessing pipeline followed by automated subcortical segmentation. Parametric statistical analyses were used to determine independent effects of HIV infection and age on volume and shape in each region of interest (ROI) and the interaction between age and HIV serostatus in predicting volume/shape in each ROI. Significant main effects for HIV were found in the shape of right caudate and nucleus accumbens, left pallidum, and hippocampus. Age was associated with differences in shape in left pallidum, right nucleus accumbens and putamen, and bilateral caudate, hippocampus, and thalamus. Of greatest interest, an age × HIV interaction effect was found in the shape of bilateral nucleus accumbens, amygdala, caudate, and thalamus as well as right pallidum and putamen such that increasing age in HIV participants was associated with greater shape alterations. Traditional volumemetric analyses revealed main effects for both HIV and age but no age × HIV interaction. These findings may suggest that age and HIV infection conferred additional deleterious effects on subcortical shape abnormalities beyond the independent effects of these factors. Hum Brain Mapp 38:1025-1037, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Taylor Kuhn
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
- Veterans Association Greater Los Angeles Healthcare Center11301 Wilshire BlvdLos AngelesCalifornia
| | - Daniel Schonfeld
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
- Veterans Association Greater Los Angeles Healthcare Center11301 Wilshire BlvdLos AngelesCalifornia
- Imaging Genetics CenterKeck School of Medicine of University of Southern California1975 Zonal AveLos AngelesCalifornia
| | - Philip Sayegh
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
| | - Alyssa Arentoft
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
| | - Jacob D. Jones
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
- Veterans Association Greater Los Angeles Healthcare Center11301 Wilshire BlvdLos AngelesCalifornia
| | - Charles H. Hinkin
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
- Veterans Association Greater Los Angeles Healthcare Center11301 Wilshire BlvdLos AngelesCalifornia
| | - Susan Y. Bookheimer
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
- Department of Cognitive PsychologyTennenbaum Center for the Biology of Creativity, University of California Los Angeles635 Charles E Young Dr. S,260‐MLos AngelesCalifornia
| | - April D. Thames
- Department of Psychiatry and Biobehavioral SciencesUniversity of California Los Angeles740 Westwood PlazaC8‐746Los AngelesCalifornia
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Bacalini MG, D'Aquila P, Marasco E, Nardini C, Montesanto A, Franceschi C, Passarino G, Garagnani P, Bellizzi D. The methylation of nuclear and mitochondrial DNA in ageing phenotypes and longevity. Mech Ageing Dev 2017; 165:156-161. [PMID: 28115210 DOI: 10.1016/j.mad.2017.01.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Revised: 11/29/2016] [Accepted: 01/16/2017] [Indexed: 12/28/2022]
Abstract
An increasing body of data is progressively indicating that the comprehension of the epigenetic landscape, actively integrated with the genetic elements, is crucial to delineate the molecular basis of the inter-individual complexity of ageing process. Indeed, it has emerged that DNA methylation changes occur during ageing, consisting mainly in a progressive process of genome demethylation, in a hypermethylation of gene-specific CpG dinucleotides, as well as in an inter-individual divergence of the epigenome due to stochastic events and environmental exposures throughout life, namely as epigenetic drift. Additionally, it has also come to light an implication of the mitochondrial genome in the regulation of the intracellular epigenetic landscape, as demonstrated by the being itself object of epigenetic modifications. An overview of DNA methylation changes occurring during ageing process at both nuclear and mitochondrial level will be described in this review, also taking into account the recent and promising data available on the 5-hydroxymethylcytosine.
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Affiliation(s)
- Maria Giulia Bacalini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139 Bologna, Italy
| | - Patrizia D'Aquila
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy
| | - Elena Marasco
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy
| | | | - Alberto Montesanto
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy
| | - Claudio Franceschi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139 Bologna, Italy
| | - Giuseppe Passarino
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy
| | - Paolo Garagnani
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; Applied Biomedical Research Center, S.Orsola-Malpighi Polyclinic, 40138 Bologna, Italy; Interdepartmental Center "L. Galvani", Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy.
| | - Dina Bellizzi
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy.
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Antela A, Aguiar C, Compston J, Hendry BM, Boffito M, Mallon P, Pourcher-Martinez V, Di Perri G. The role of tenofovir alafenamide in future HIV management. HIV Med 2016; 17 Suppl 2:4-16. [PMID: 26952360 DOI: 10.1111/hiv.12401] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2016] [Indexed: 01/14/2023]
Abstract
HIV infection has become a chronic condition rather than an acute life-threatening disease in developed countries, thanks to consistent innovation and evolution of effective interventions. This has altered HIV management and created new challenges. People living with HIV (PLWHIV) are living longer and so encounter comorbidities linked not only with their disease, but also with ageing, lifestyle and chronic exposure to antiretroviral therapy (ART). Although longevity, viral suppression and the prevention of viral transmission remain key goals, more needs to be achieved to encompass the vision of attaining an optimum level of overall health. Treatment choices and management practices should ensure patients' long-term health with minimal comorbidity. Treatments that balance optimal efficacy with the potential for improved long-term safety are needed for all patients. In this review, we consider the evolution and development of tenofovir alafenamide (TAF), a novel prodrug of tenofovir which offers high antiviral efficacy at doses over ten times lower than that of tenofovir disoproxil fumarate (TDF). Emerging clinical data suggest that elvitegravir, cobicistat, emtricitabine and TAF (E/C/F/TAF) as a single-tablet regimen offers highly effective viral suppression in treatment-naïve and treatment-experienced patients with an improved renal and bone safety profile compared with TDF, this having been demonstrated in diverse groups including patients with existing renal impairment and adolescents. The profile of TAF identifies it as an agent with a promising role within future ART regimens that aim to deliver the vision of undetectable viral load, while requiring less monitoring and having a safety profile designed to minimize comorbid risks while supporting good long-term health.
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Affiliation(s)
- A Antela
- Infectious Diseases Department, University Hospital of Santiago de Compostela, La Coruña, Spain
| | - C Aguiar
- Hospital Santa Cruz, CHLO, Av. Prof. Reynaldo dos Santos, 2970-134, Carnaxide, Portugal
| | - J Compston
- Department of Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - B M Hendry
- Renal Medicine, King's College London, London, UK
| | - M Boffito
- St Stephens Centre, Chelsea and Westminster Hospital and Imperial College London, London, UK
| | - P Mallon
- School of Medicine, University College Dublin, Dublin, Ireland
| | - V Pourcher-Martinez
- Infectious Diseases Department, Pitie-Salpetriere University Hospital, 47-83 Boulevard de l'Hôpital, 75013, Paris, France
| | - G Di Perri
- Infectious Diseases Clinic, Amedeo di Savoia Hospital, University of Torino, Torino, Italy
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Kohanski RA, Deeks SG, Gravekamp C, Halter JB, High K, Hurria A, Fuldner R, Green P, Huebner R, Macchiarini F, Sierra F. Reverse geroscience: how does exposure to early diseases accelerate the age-related decline in health? Ann N Y Acad Sci 2016; 1386:30-44. [PMID: 27907230 DOI: 10.1111/nyas.13297] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 10/21/2016] [Indexed: 02/07/2023]
Abstract
Aging is the major risk factor for both the development of chronic diseases and loss of functional capacity. Geroscience provides links among the biology of aging, the biology of disease, and the physiology of frailty, three fields where enormous progress has been made in the last few decades. While, previously, the focus was on the role of aging in susceptibility to disease and disability, the other side of this relationship, which is the contribution of disease to aging, has been less explored at the molecular/cellular level. Indeed, the role of childhood or early adulthood exposure to chronic disease and/or treatment on accelerating aging phenotypes is well known in epidemiology, but the biological basis is poorly understood. A recent summit co-organized by the National Institutes of Health GeroScience Interest Group and the New York Academy of Sciences explored these relationships, using three chronic diseases as examples: cancer, HIV/AIDS, and diabetes. The epidemiological literature clearly indicates that early exposure to any of these diseases and/or their treatments results in an acceleration of the appearance of aging phenotypes, including loss of functional capacity and accelerated appearance of clinical symptoms of aging-related diseases not obviously related to the earlier event. The discussions at the summit focused on the molecular and cellular relationships between each of these diseases and the recently defined molecular and cellular pillars of aging. Two major conclusions from the meeting include the desire to refine an operational definition of aging and to concomitantly develop biomarkers of aging, in order to move from chronological to physiological age. The discussion also opened a dialogue on the possibility of improving late-life outcomes in patients affected by chronic disease by including age-delaying modalities along with the standard care for the disease in question.
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Affiliation(s)
- Ronald A Kohanski
- Division of Aging Biology, National Institute on Aging, NIH, Bethesda, Maryland
| | - Steven G Deeks
- Department of Medicine, University of California San Francisco, San Francisco, California
| | - Claudia Gravekamp
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, New York
| | - Jeffrey B Halter
- Geriatrics Center and Institute of Gerontology, University of Michigan, Ann Arbor, Michigan
| | - Kevin High
- Department of Internal Medicine, Section on Infectious Diseases, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Arti Hurria
- City of Hope Comprehensive Cancer Center and Beckman Research Institute, Duarte, California
| | - Rebecca Fuldner
- Division of Aging Biology, National Institute on Aging, NIH, Bethesda, Maryland
| | - Paige Green
- Biobehavioral and Psychologic Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Robin Huebner
- Division of AIDS, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, Maryland
| | | | - Felipe Sierra
- Division of Aging Biology, National Institute on Aging, NIH, Bethesda, Maryland
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81
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Abstract
This paper reviews some background issues as a foundation to place the ensuing supplement papers of this special issue section in context. The articles in this special supplement issue deepen and expand our understanding of biomedical, neurocognitive, and psychosocial aspects involved in human immunodeficiency virus (HIV) of older women, primarily through the use of the Women's Interagency HIV Study (WIHS) prospective cohort study. As it relates to research on the intersection between HIV and aging in women, we discuss (i) epidemiology as introduction, (ii) the cohort study design featuring the WIHS, (iii) definitions, (iv) models, and (v) section articles.
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Affiliation(s)
- David M Stoff
- National Institute of Mental Health, Bethesda, MD, USA.
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82
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Busch R, Qiu W, Lasky-Su J, Morrow J, Criner G, DeMeo D. Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations. Respir Res 2016; 17:143. [PMID: 27814717 PMCID: PMC5097392 DOI: 10.1186/s12931-016-0459-8] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 10/27/2016] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Chronic obstructive pulmonary disease (COPD) is the third-leading cause of death worldwide. Identifying COPD-associated DNA methylation marks in African-Americans may contribute to our understanding of racial disparities in COPD susceptibility. We determined differentially methylated genes and co-methylation network modules associated with COPD in African-Americans recruited during exacerbations of COPD and smoking controls from the Pennsylvania Study of Chronic Obstructive Pulmonary Exacerbations (PA-SCOPE) cohort. METHODS We assessed DNA methylation from whole blood samples in 362 African-American smokers in the PA-SCOPE cohort using the Illumina Infinium HumanMethylation27 BeadChip Array. Final analysis included 19302 CpG probes annotated to the nearest gene transcript after quality control. We tested methylation associations with COPD case-control status using mixed linear models. Weighted gene comethylation networks were constructed using weighted gene coexpression network analysis (WGCNA) and network modules were analyzed for association with COPD. RESULTS There were five differentially methylated CpG probes significantly associated with COPD among African-Americans at an FDR less than 5 %, and seven additional probes that approached significance at an FDR less than 10 %. The top ranked gene association was MAML1, which has been shown to affect NOTCH-dependent angiogenesis in murine lung. Network modeling yielded the "yellow" and "blue" comethylation modules which were significantly associated with COPD (p-value 4 × 10-10 and 4 × 10-9, respectively). The yellow module was enriched for gene sets related to inflammatory pathways known to be relevant to COPD. The blue module contained the top ranked genes in the concurrent differential methylation analysis (FXYD1/LGI4, gene significance p-value 1.2 × 10-26; MAML1, p-value 2.0 × 10-26; CD72, p-value 2.1 × 10-25; and LPO, p-value 7.2 × 10-25), and was significantly associated with lung development processes in Gene Ontology gene-set enrichment analysis. CONCLUSION We identified 12 differentially methylated CpG sites associated with COPD that mapped to biologically plausible genes. Network module comethylation patterns have identified candidate genes that may be contributing to racial differences in COPD susceptibility and severity. COPD-associated comethylation modules contained genes previously associated with lung disease and inflammation and recapitulated known COPD-associated genes. The genes implicated by differential methylation and WGCNA analysis may provide mechanistic targets contributing to COPD susceptibility, exacerbations, and outcomes among African-Americans. TRIAL REGISTRATION Trial Registration: NCT00774176 , Registry: ClinicalTrials.gov, URL: www.clinicaltrials.gov , Date of Enrollment of First Participant: June 2004, Date Registered: 04 January 2008 (retrospectively registered).
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Affiliation(s)
- Robert Busch
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Ave, Room 449, Boston, 02111 MA USA
| | - Weiliang Qiu
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Ave, Room 449, Boston, 02111 MA USA
| | - Jessica Lasky-Su
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Ave, Room 449, Boston, 02111 MA USA
| | - Jarrett Morrow
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Ave, Room 449, Boston, 02111 MA USA
| | - Gerard Criner
- Temple Lung Center, Temple University Health System, Philadelphia, PA USA
| | - Dawn DeMeo
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Ave, Room 449, Boston, 02111 MA USA
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83
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Protein carbonyl content: a novel biomarker for aging in HIV/AIDS patients. Braz J Infect Dis 2016; 21:35-41. [PMID: 27821249 PMCID: PMC9425472 DOI: 10.1016/j.bjid.2016.09.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Revised: 08/24/2016] [Accepted: 09/21/2016] [Indexed: 12/26/2022] Open
Abstract
Background The major complications of “treated” Human Immunodeficiency Virus (HIV) infection are cardiovascular disease, malignancy, renal disease, liver disease, bone disease, and perhaps neurological complications, which are phenomena of the normal aging process occurring at an earlier age in the HIV-infected population. The present study is aimed to explore protein carbonyl content as a biomarker for detecting oxidative DNA damage induced ART toxicity and/or accelerated aging in HIV/AIDS patients. Objective To investigate the potential of carbonyl content as a biomarker for detecting oxidative Deoxyribonucleic acid (DNA) damage induced Antiretroviral Theraphy (ART) toxicity and/or accelerated aging in HIV/AIDS patients. Methods In this case–control study a total 600 subjects were included. All subjects were randomly selected and grouped as HIV-negative (control group) (n = 300), HIV-infected ART naive (n = 100), HIV-infected on first line ART (n = 100), and HIV-infected on second line ART (n = 100). Seronegative control subjects were age- and sex-matched with the ART naive patients and the two other groups. Carbonyl protein was determined by the method described in Levine et al. DNA damage marker 8-OH-dG was determined using 8-hydroxy-2-deoxy Guanosine StressXpress ELA Kit by StressMarq Biosciences. Results Protein carbonyl content levels and oxidative DNA damage were significantly higher (p < 0.05) in HIV-infected patients on second line ART and HIV-infected patients on first line ART than ART naive patients and controls. In a linear regression analysis, increased protein carbonyl content was positively associated with increased DNA damage (OR: 0.356; 95% CI: 0.287–0.426) p < 0.05. Conclusions Carbonyl content may has a role as a biomarker for detecting oxidative DNA damage induced ART toxicity and/or accelerated aging in HIV/AIDS patients. Larger studies are warranted to elucidate the role of carbonyl content as a biomarker for premature aging in HIV/AIDS patients.
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84
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Willig AL, Overton ET. Metabolic Complications and Glucose Metabolism in HIV Infection: A Review of the Evidence. Curr HIV/AIDS Rep 2016; 13:289-96. [PMID: 27541600 PMCID: PMC5425100 DOI: 10.1007/s11904-016-0330-z] [Citation(s) in RCA: 102] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
HIV infection and antiretroviral therapy (ART) use are associated with perturbations in glucose and lipid metabolism. Increasing incidence of diabetes, cardiovascular disease, and obesity highlights the need for early identification and treatment of metabolic dysfunction. Newer ART regimens are less toxic for cellular function and metabolism but have failed to completely eliminate metabolic dysfunction with HIV infection. Additional factors, including viral-host interactions, diet, physical activity, non-ART medications, and aging may further contribute to metabolic disease risk in the HIV setting. We summarize the recent literature regarding the impact on metabolic function of HIV infection, ART, and pharmaceutical or lifestyle prescriptions.
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Affiliation(s)
- Amanda L Willig
- Division of Infectious Diseases. UAB Center for AIDS Research, University of Alabama School of Medicine, 845 19th Street South, BBRB 207, Birmingham, AL, 35294, USA
| | - Edgar Turner Overton
- Division of Infectious Diseases, University of Alabama School of Medicine, 908 20th St, South, CCB Rm 330A, Birmingham, AL, 35294, USA.
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85
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Effros RB. The silent war of CMV in aging and HIV infection. Mech Ageing Dev 2016; 158:46-52. [PMID: 26404009 PMCID: PMC4808485 DOI: 10.1016/j.mad.2015.09.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Revised: 09/09/2015] [Accepted: 09/10/2015] [Indexed: 12/19/2022]
Abstract
Human cytomegalovirus (CMV), the prototypical β-herpervirus, is a widespread pathogen that establishes a lifelong latent infection in myeloid progenitor, and possibly other cells as well. Although immunocompetent individuals show mild or no symptoms despite periodic reactivation during myeloid cell differentiation, CMV is responsible for considerable morbidity and mortality in older adults and in persons chronically infected with HIV. Indeed, in these individuals, reactivation of CMV can cause serious complications. This review will focus of the effects of CMV during aging and HIV/AIDS, with particular attention to the cellular immunity and age-related pathology outcomes from this persistent infection. The impact of the long-term chronic exposure to CMV antigens on the expansion of CD8 T cells with features of replicative senescence will be highlighted.
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Affiliation(s)
- Rita B Effros
- Department of Pathology & Laboratory Medicine and UCLA AIDS Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
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86
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The role of oxidative and inflammatory stress and persistent viral infections in immunosenescence. Mech Ageing Dev 2016; 158:27-37. [DOI: 10.1016/j.mad.2016.01.001] [Citation(s) in RCA: 111] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Revised: 12/08/2015] [Accepted: 01/04/2016] [Indexed: 11/17/2022]
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87
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Yu KC, D'Avanzo PA, Nesheiwat L, Greene RE, Urbina A, Halkitis PN, Kapadia F. Associations Between Neurocognitive Impairment and Biomarkers of Poor Physiologic Reserve in a Clinic-Based Sample of Older Adults Living with HIV. J Assoc Nurses AIDS Care 2016; 28:55-66. [PMID: 27639980 DOI: 10.1016/j.jana.2016.08.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 08/18/2016] [Indexed: 11/28/2022]
Abstract
Data from a cross-sectional study of a clinic-based sample of older people living with HIV (PLWH; n = 100) were used to examine associations between biomarkers of physical health and neurocognitive impairment (NCI). In this sample, anemia, chronic kidney disease (CKD) stages 4-5, and hypocalcemia were associated with impairment in executive functioning or processing speed. Furthermore, participants with anemia were more likely to have CD4+ T cell counts <200 cells/mm3 (χ2 [1] = 19.57, p < .001); hypocalcemia (χ2 [1] = 17.55, p < .001); and CKD 4-5 (χ2 [2] = 10.12, p = .006). Black and Hispanic participants were more likely to be anemic compared to other races and ethnicities (χ2 [3] = 12.76, p = .005). Common medical conditions (e.g., anemia, hypocalcemia, CKD) should be investigated as potential contributors to NCI in older PLWH. Additionally, laboratory testing in racial/ethnic minority PLWH may help inform NCI screening.
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88
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Horvath S, Gurven M, Levine ME, Trumble BC, Kaplan H, Allayee H, Ritz BR, Chen B, Lu AT, Rickabaugh TM, Jamieson BD, Sun D, Li S, Chen W, Quintana-Murci L, Fagny M, Kobor MS, Tsao PS, Reiner AP, Edlefsen KL, Absher D, Assimes TL. An epigenetic clock analysis of race/ethnicity, sex, and coronary heart disease. Genome Biol 2016; 17:171. [PMID: 27511193 PMCID: PMC4980791 DOI: 10.1186/s13059-016-1030-0] [Citation(s) in RCA: 522] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 07/18/2016] [Indexed: 01/07/2023] Open
Abstract
Background Epigenetic biomarkers of aging (the “epigenetic clock”) have the potential to address puzzling findings surrounding mortality rates and incidence of cardio-metabolic disease such as: (1) women consistently exhibiting lower mortality than men despite having higher levels of morbidity; (2) racial/ethnic groups having different mortality rates even after adjusting for socioeconomic differences; (3) the black/white mortality cross-over effect in late adulthood; and (4) Hispanics in the United States having a longer life expectancy than Caucasians despite having a higher burden of traditional cardio-metabolic risk factors. Results We analyzed blood, saliva, and brain samples from seven different racial/ethnic groups. We assessed the intrinsic epigenetic age acceleration of blood (independent of blood cell counts) and the extrinsic epigenetic aging rates of blood (dependent on blood cell counts and tracks the age of the immune system). In blood, Hispanics and Tsimane Amerindians have lower intrinsic but higher extrinsic epigenetic aging rates than Caucasians. African-Americans have lower extrinsic epigenetic aging rates than Caucasians and Hispanics but no differences were found for the intrinsic measure. Men have higher epigenetic aging rates than women in blood, saliva, and brain tissue. Conclusions Epigenetic aging rates are significantly associated with sex, race/ethnicity, and to a lesser extent with CHD risk factors, but not with incident CHD outcomes. These results may help elucidate lower than expected mortality rates observed in Hispanics, older African-Americans, and women. Electronic supplementary material The online version of this article (doi:10.1186/s13059-016-1030-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Steve Horvath
- Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA. .,Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, USA.
| | - Michael Gurven
- Department of Anthropology, University of California Santa Barbara, Santa Barbara, CA, 93106, USA
| | - Morgan E Levine
- Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Benjamin C Trumble
- Department of Anthropology, University of California Santa Barbara, Santa Barbara, CA, 93106, USA
| | - Hillard Kaplan
- Department of Anthropology, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Hooman Allayee
- Department of Preventive Medicine and Institute for Genetic Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90089, USA
| | - Beate R Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Brian Chen
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Ake T Lu
- Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Tammy M Rickabaugh
- Department of Medicine, Division of Hematology/Oncology, AIDS Institute, University of California Los Angeles, Los Angeles, CA, USA
| | - Beth D Jamieson
- Department of Medicine, Division of Hematology/Oncology, AIDS Institute, University of California Los Angeles, Los Angeles, CA, USA
| | - Dianjianyi Sun
- Department of Epidemiology, Tulane University, New Orleans, LA, 70112, USA
| | - Shengxu Li
- Department of Epidemiology, Tulane University, New Orleans, LA, 70112, USA
| | - Wei Chen
- Department of Epidemiology, Tulane University, New Orleans, LA, 70112, USA
| | - Lluis Quintana-Murci
- Unit of Human Evolutionary Genetics, Centre National de la Recherche Scientifique, URA3012, URA3012 Institut Pasteur, Paris, 75015, France
| | - Maud Fagny
- Department of Biostatistics, Harvard TH Chan School of Public Health and Department of Computational Biology and Biostatistics, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
| | - Michael S Kobor
- Centre for Molecular Medicine and Therapeutics, Child and Family Research Institute and Department of Medical Genetics, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada
| | - Philip S Tsao
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.,VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Alexander P Reiner
- Department of Epidemiology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, WA, 98109, USA
| | - Kerstin L Edlefsen
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Devin Absher
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Themistocles L Assimes
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
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89
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Zheng SC, Widschwendter M, Teschendorff AE. Epigenetic drift, epigenetic clocks and cancer risk. Epigenomics 2016; 8:705-19. [PMID: 27104983 DOI: 10.2217/epi-2015-0017] [Citation(s) in RCA: 85] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
It is well-established that the DNA methylation landscape of normal cells undergoes a gradual modification with age, termed as 'epigenetic drift'. Here, we review the current state of knowledge of epigenetic drift and its potential role in cancer etiology. We propose a new terminology to help distinguish the different components of epigenetic drift, with the aim of clarifying the role of the epigenetic clock, mitotic clocks and active changes, which accumulate in response to environmental disease risk factors. We further highlight the growing evidence that epigenetic changes associated with cancer risk factors may play an important causal role in cancer development, and that monitoring these molecular changes in normal cells may offer novel risk prediction and disease prevention strategies.
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Affiliation(s)
- Shijie C Zheng
- CAS Key Lab of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China.,University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Martin Widschwendter
- Department of Women's Cancer, University College London, 74 Huntley Street, London, WC1E 6AU, UK
| | - Andrew E Teschendorff
- CAS Key Lab of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China.,Department of Women's Cancer, University College London, 74 Huntley Street, London, WC1E 6AU, UK.,Statistical Cancer Genomics, UCL Cancer Institute, University College London, 72 Huntley Street, London, WC1E 6BT, UK
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90
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Bhatia-Dey N, Kanherkar RR, Stair SE, Makarev EO, Csoka AB. Cellular Senescence as the Causal Nexus of Aging. Front Genet 2016; 7:13. [PMID: 26904101 PMCID: PMC4751276 DOI: 10.3389/fgene.2016.00013] [Citation(s) in RCA: 97] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Accepted: 01/26/2016] [Indexed: 12/15/2022] Open
Abstract
In this paper we present cellular senescence as the ultimate driver of the aging process, as a "causal nexus" that bridges microscopic subcellular damage with the phenotypic, macroscopic effect of aging. It is important to understand how the various types of subcellular damage correlated with the aging process lead to the larger, visible effects of anatomical aging. While it has always been assumed that subcellular damage (cause) results in macroscopic aging (effect), the bridging link between the two has been hard to define. Here, we propose that this bridge, which we term the "causal nexus", is in fact cellular senescence. The subcellular damage itself does not directly cause the visible signs of aging, but rather, as the damage accumulates and reaches a critical mass, cells cease to proliferate and acquire the deleterious "senescence-associated secretory phenotype" (SASP) which then leads to the macroscopic consequences of tissue breakdown to create the physiologically aged phenotype. Thus senescence is a precondition for anatomical aging, and this explains why aging is a gradual process that remains largely invisible during most of its progression. The subcellular damage includes shortening of telomeres, damage to mitochondria, aneuploidy, and DNA double-strand breaks triggered by various genetic, epigenetic, and environmental factors. Damage pathways acting in isolation or in concert converge at the causal nexus of cellular senescence. In each species some types of damage can be more causative than in others and operate at a variable pace; for example, telomere erosion appears to be a primary cause in human cells, whereas activation of tumor suppressor genes is more causative in rodents. Such species-specific mechanisms indicate that despite different initial causes, most of aging is traced to a single convergent causal nexus: senescence. The exception is in some invertebrate species that escape senescence, and in non-dividing cells such as neurons, where senescence still occurs, but results in the SASP rather than loss of proliferation plus SASP. Aging currently remains an inevitable endpoint for most biological organisms, but the field of cellular senescence is primed for a renaissance and as our understanding of aging is refined, strategies capable of decelerating the aging process will emerge.
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Affiliation(s)
- Naina Bhatia-Dey
- Epigenetics Laboratory, Department of Anatomy, Howard University Washington, DC, USA
| | - Riya R Kanherkar
- Epigenetics Laboratory, Department of Anatomy, Howard University Washington, DC, USA
| | | | - Evgeny O Makarev
- Vision Genomics, LLCWashington, DC, USA; InSilico Medicine, Emerging Technology Center, Johns Hopkins UniversityBaltimore, MD, USA
| | - Antonei B Csoka
- Epigenetics Laboratory, Department of Anatomy, Howard UniversityWashington, DC, USA; InSilico Medicine, Emerging Technology Center, Johns Hopkins UniversityBaltimore, MD, USA
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91
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Establishment of the MethyLight Assay for Assessing Aging, Cigarette Smoking, and Alcohol Consumption. BIOMED RESEARCH INTERNATIONAL 2015; 2015:451981. [PMID: 26579533 PMCID: PMC4633697 DOI: 10.1155/2015/451981] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 08/13/2015] [Accepted: 10/05/2015] [Indexed: 12/22/2022]
Abstract
The environmental factors such as aging, smoking, and alcohol consumption have been reported to influence DNA methylation (DNAm). However, the versatility of DNAm measurement by DNAm array systems is low in clinical use. Thus, we developed the MethyLight assay as a simple method to measure DNAm. In the present study, we isolated peripheral blood DNA from 33 healthy volunteers and selected cg25809905, cg02228185, and cg17861230 as aging, cg23576855 as smoking, and cg02583484 as alcohol consumption biomarkers. The predicted age by methylation rates of cg25809905 and cg17861230 significantly correlated with chronological age. In immortalized B-cells, DNAm rates of two sites showed a younger status than the chronological age of donor. On the other hand, the predicted age of the patients with myocardial infarction (MI) was not accelerated. The methylation rate of cg23576855 was able to discriminate the groups based on the smoking status. The DNAm rate of cg02583484 was reduced in subjects with habitual alcohol consumption compared to that of subjects without habitual alcohol consumption. In conclusion, our MethyLight assay system reconfirms that aging, smoking, and alcohol consumption influenced DNAm in peripheral blood in the Japanese. This MethyLight system will facilitate DNAm measurement in epidemiological and clinical studies.
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92
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Griffin DO, Metzger M, Poeth K, Deng K, Dharsee A, Rico JC, McGowan J. Malignancies, Particularly B-Cell Lymphomas, Are a Frequent Cause of Mortality in Human Immunodeficiency Virus-1 Patients Despite Highly Active Antiretroviral Therapy. Open Forum Infect Dis 2015; 2:ofv147. [PMID: 26566539 PMCID: PMC4630453 DOI: 10.1093/ofid/ofv147] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 09/16/2015] [Indexed: 11/21/2022] Open
Abstract
Human immunodeficiency virus (HIV)-1-infected individuals are affected by diseases at rates above those of their HIV-negative peers despite the increased life expectancy of the highly active antiretroviral therapy era. We followed a cohort of approximately 2000 HIV-1-infected patients for 5 years. The most frequent cause of death in this HIV-1-infected cohort was malignancy, with 39% of all classified deaths due to cancer. Among the cancer deaths, B-cell lymphomas were the most commonly seen malignancy, representing 34% of all cancer deaths. These lymphomas were very aggressive with a median survival of <2 months from time of diagnosis.
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Affiliation(s)
- Daniel O Griffin
- Department of Biochemistry and Molecular Biophysics ; Department of Medicine, Division of Infectious Diseases , Columbia University Medical Center ; Department of Medicine-Division of Infectious Disease , Hofstra North Shore-LIJ School of Medicine , Manhasset
| | - Michael Metzger
- Department of Biochemistry and Molecular Biophysics , Howard Hughes Medical Institute, Columbia University Medical Center , New York, New York
| | - Kaitlin Poeth
- Department of Medicine-Division of Infectious Disease , Hofstra North Shore-LIJ School of Medicine , Manhasset
| | - Kathy Deng
- Department of Medicine-Division of Infectious Disease , Hofstra North Shore-LIJ School of Medicine , Manhasset
| | - Arif Dharsee
- Department of Medicine-Division of Infectious Disease , Hofstra North Shore-LIJ School of Medicine , Manhasset
| | - Juan Carlos Rico
- Department of Medicine-Division of Infectious Disease , Hofstra North Shore-LIJ School of Medicine , Manhasset
| | - Joseph McGowan
- Department of Biochemistry and Molecular Biophysics , Howard Hughes Medical Institute, Columbia University Medical Center , New York, New York
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