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Weiss J, Beydoun MA, Beydoun HA, Georgescu MF, Hu YH, Noren Hooten N, Banerjee S, Launer LJ, Evans MK, Zonderman AB. Pathways explaining racial/ethnic and socio-economic disparities in brain white matter integrity outcomes in the UK Biobank study. SSM Popul Health 2024; 26:101655. [PMID: 38562403 PMCID: PMC10982559 DOI: 10.1016/j.ssmph.2024.101655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 02/14/2024] [Accepted: 03/11/2024] [Indexed: 04/04/2024] Open
Abstract
Pathways explaining racial/ethnic and socio-economic status (SES) disparities in white matter integrity (WMI) reflecting brain health, remain underexplored, particularly in the UK population. We examined racial/ethnic and SES disparities in diffusion tensor brain magnetic resonance imaging (dMRI) markers, namely global and tract-specific mean fractional anisotropy (FA), and tested total, direct and indirect effects through lifestyle, health-related and cognition factors using a structural equations modeling approach among 36,184 UK Biobank participants aged 40-70 y at baseline assessment (47% men). Multiple linear regression models were conducted, testing independent associations of race/ethnicity, socio-economic and other downstream factors in relation to global mean FA, while stratifying by Alzheimer's Disease polygenic Risk Score (AD PRS) tertiles. Race (Non-White vs. White) and lower SES predicted poorer WMI (i.e. lower global mean FA) at follow-up, with racial/ethnic disparities in FAmean involving multiple pathways and SES playing a central role in those pathways. Mediational patterns differed across tract-specific FA outcomes, with SES-FAmean total effect being partially mediated (41% of total effect = indirect effect). Furthermore, the association of poor cognition with FAmean was markedly stronger in the two uppermost AD PRS tertiles compared to the lower tertile (T2 and T3: β±SE: -0.0009 ± 0.0001 vs. T1: β±SE: -0.0005 ± 0.0001, P < 0.001), independently of potentially confounding factors. Race and lower SES were generally important determinants of adverse WMI outcomes, with partial mediation of socio-economic disparities in global mean FA through lifestyle, health-related and cognition factors. The association of poor cognition with lower global mean FA was stronger at higher AD polygenic risk.
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Affiliation(s)
- Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA, USA
| | - May A. Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Hind A. Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Michael F. Georgescu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Yi-Han Hu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Sri Banerjee
- Public Health Doctoral Programs, Walden University, Minneapolis, MN, USA
| | - Lenore J. Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, USA
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Beydoun MA, Beydoun HA, Hu YH, El-Hajj ZW, Georgescu MF, Noren Hooten N, Li Z, Weiss J, Lyall DM, Waldstein SR, Hedges DW, Gale SD, Launer LJ, Evans MK, Zonderman AB. Helicobacter pylori, persistent infection burden and structural brain imaging markers. Brain Commun 2024; 6:fcae088. [PMID: 38529358 PMCID: PMC10961948 DOI: 10.1093/braincomms/fcae088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 01/11/2024] [Accepted: 03/11/2024] [Indexed: 03/27/2024] Open
Abstract
Persistent infections, whether viral, bacterial or parasitic, including Helicobacter pylori infection, have been implicated in non-communicable diseases, including dementia and other neurodegenerative diseases. In this cross-sectional study, data on 635 cognitively normal participants from the UK Biobank study (2006-21, age range: 40-70 years) were used to examine whether H. pylori seropositivity (e.g. presence of antibodies), serointensities of five H. pylori antigens and a measure of total persistent infection burden were associated with selected brain volumetric structural MRI (total, white, grey matter, frontal grey matter (left/right), white matter hyperintensity as percent intracranial volume and bi-lateral sub-cortical volumes) and diffusion-weighted MRI measures (global and tract-specific bi-lateral fractional anisotropy and mean diffusivity), after an average 9-10 years of lag time. Persistent infection burden was calculated as a cumulative score of seropositivity for over 20 different pathogens. Multivariable-adjusted linear regression analyses were conducted, whereby selected potential confounders (all measures) and intracranial volume (sub-cortical volumes) were adjusted, with stratification by Alzheimer's disease polygenic risk score tertile when exposures were H. pylori antigen serointensities. Type I error was adjusted to 0.007. We report little evidence of an association between H. pylori seropositivity and persistent infection burden with various volumetric outcomes (P > 0.007, from multivariable regression models), unlike previously reported in past research. However, H. pylori antigen serointensities, particularly immunoglobulin G against the vacuolating cytotoxin A, GroEL and outer membrane protein antigens, were associated with poorer tract-specific white matter integrity (P < 0.007), with outer membrane protein serointensity linked to worse outcomes in cognition-related tracts such as the external capsule, the anterior limb of the internal capsule and the cingulum, specifically at low Alzheimer's disease polygenic risk. Vacuolating cytotoxin A serointensity was associated with greater white matter hyperintensity volume among individuals with mid-level Alzheimer's disease polygenic risk, while among individuals with the highest Alzheimer's disease polygenic risk, the urease serointensity was consistently associated with reduced bi-lateral caudate volumes and the vacuolating cytotoxin A serointensity was linked to reduced right putamen volume (P < 0.007). Outer membrane protein and urease were associated with larger sub-cortical volumes (e.g. left putamen and right nucleus accumbens) at middle Alzheimer's disease polygenic risk levels (P < 0.007). Our results shed light on the relationship between H. pylori seropositivity, H. pylori antigen levels and persistent infection burden with brain volumetric structural measures. These data are important given the links between infectious agents and neurodegenerative diseases, including Alzheimer's disease, and can be used for the development of drugs and preventive interventions that would reduce the burden of those diseases.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA 22060, USA
| | - Yi-Han Hu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Ziad W El-Hajj
- Department of Biology, McGill University, Montreal, QC H3A 1B1, Canada
| | - Michael F Georgescu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Zhiguang Li
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA 94305, USA
| | - Donald M Lyall
- School of Health and Wellbeing, University of Glasgow, Glasgow G12 8QQ, Scotland, UK
| | - Shari R Waldstein
- Department of Psychology, University of Maryland, Catonsville, MD 21250, USA
- Division of Gerontology, Geriatrics, and Palliative Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Dawson W Hedges
- Department of Psychology, Brigham Young University, Provo, UT 84602, USA
| | - Shawn D Gale
- Department of Psychology, Brigham Young University, Provo, UT 84602, USA
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, USA
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Beydoun MA, Noren Hooten N, Fanelli-Kuczmaski MT, Maino Vieytes CA, Georgescu MF, Beydoun HA, Freeman DW, Evans MK, Zonderman AB. Growth Differentiation Factor 15 and Diet Quality Trajectory Interact to Determine Frailty Incidence among Middle-Aged Urban Adults. J Nutr 2024:S0022-3166(24)00155-X. [PMID: 38479650 DOI: 10.1016/j.tjnut.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/05/2024] [Accepted: 03/08/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Elevated plasma growth differentiation factor 15 (GDF15) and poor diet quality may be associated with increased frailty incidence, although their interactive associations have not been assessed in urban middle-aged adults. OBJECTIVES We aimed to examine GDF15 and its interactive association with diet quality in relation to frailty incidence among a sample of middle-aged urban adults. METHODS The relationship between GDF15 and diet quality trajectories in relation to incident frailty was examined in a longitudinal study of participants in the Healthy Aging in Neighborhoods of Diversity across the Life Span (2004-2017). Serum GDF15 concentration and frailty incidence were primary exposure and outcome, respectively. Group-based trajectory models were used to assess diet quality trajectories (≤3 visits/participant, N = 945, N' = 2247 observations) using the Healthy Eating Index 2010 version (HEI-2010), Dietary Inflammatory Index, and mean adequacy ratio (MAR). Cox proportional hazards models were used, testing interactive associations of GDF15 and diet quality trajectories with frail/prefrail incidence (N = 400 frailty-free at first visit, N' = 604 observations, n = 168 incident frail/prefrail). RESULTS Both elevated GDF15 and lower diet quality trajectories were associated with a lower probability of remaining nonfrail (≤13 y follow-up). Among females, the "high diet quality" HEI-2010 trajectory had a hazard ratio (HR) of 0.15 [95% confidence interval (CI): 0.04, 0.54; P = 0.004; fully adjusted model] when compared with the "low diet quality" trajectory group. Among males only, there was an antagonistic interaction between lower HEI-2010 trajectory and elevated GDF15. Specifically, the HR for GDF15-frailty in the higher diet quality trajectory group (high/medium combined), and among males, was 2.69 (95% CI: 1.06, 6.62; P = 0.032), whereas among the lower diet quality trajectory group, the HR was 0.94 (95% CI: 0.49, 1.80; P = 0.86). Elevated GDF15 was independently associated with frailty among African American adults. CONCLUSIONS Pending replication, we found an antagonistic interaction between GDF15 and HEI-2010 trajectory in relation to frailty incidence among males.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, United States.
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, United States
| | | | | | - Michael F Georgescu
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, United States
| | - Hind A Beydoun
- VA National Center on Homelessness Among Veterans, U.S. Department of Veterans Affairs, Washington, DC, United States; Department of Management, Policy, and Community Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - David W Freeman
- Department of Oncological Sciences, School of Medicine, University of Utah, Salt Lake City, UT, United States
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, United States
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, United States
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Griffin PT, Kane AE, Trapp A, Li J, Arnold M, Poganik JR, Conway RJ, McNamara MS, Meer MV, Hoffman N, Amorim JA, Tian X, MacArthur MR, Mitchell SJ, Mueller AL, Carmody C, Vera DL, Kerepesi C, Ying K, Noren Hooten N, Mitchell JR, Evans MK, Gladyshev VN, Sinclair DA. TIME-seq reduces time and cost of DNA methylation measurement for epigenetic clock construction. Nat Aging 2024; 4:261-274. [PMID: 38200273 DOI: 10.1038/s43587-023-00555-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Accepted: 12/05/2023] [Indexed: 01/12/2024]
Abstract
Epigenetic 'clocks' based on DNA methylation have emerged as the most robust and widely used aging biomarkers, but conventional methods for applying them are expensive and laborious. Here we develop tagmentation-based indexing for methylation sequencing (TIME-seq), a highly multiplexed and scalable method for low-cost epigenetic clocks. Using TIME-seq, we applied multi-tissue and tissue-specific epigenetic clocks in over 1,800 mouse DNA samples from eight tissue and cell types. We show that TIME-seq clocks are accurate and robust, enriched for polycomb repressive complex 2-regulated loci, and benchmark favorably against conventional methods despite being up to 100-fold less expensive. Using dietary treatments and gene therapy, we find that TIME-seq clocks reflect diverse interventions in multiple tissues. Finally, we develop an economical human blood clock (R > 0.96, median error = 3.39 years) in 1,056 demographically representative individuals. These methods will enable more efficient epigenetic clock measurement in larger-scale human and animal studies.
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Affiliation(s)
- Patrick T Griffin
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Alice E Kane
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
- Institute for Systems Biology, Seattle, WA, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Alexandre Trapp
- Brigham and Women's Hospital, Division of Genetics, Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Jien Li
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Matthew Arnold
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Jesse R Poganik
- Brigham and Women's Hospital, Division of Genetics, Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Ryan J Conway
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Maeve S McNamara
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Margarita V Meer
- Brigham and Women's Hospital, Division of Genetics, Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
- San Diego Institute of Science, Altos Labs, San Diego, CA, USA
| | - Noah Hoffman
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - João A Amorim
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Xiao Tian
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Michael R MacArthur
- Department of Health Sciences and Technology, Eidgenössische Technische Hochschule Zürich, Zurich, Switzerland
- Lewis-Sigler Institute of Integrative Genomics, Princeton University, Princeton, NJ, USA
| | - Sarah J Mitchell
- Department of Health Sciences and Technology, Eidgenössische Technische Hochschule Zürich, Zurich, Switzerland
- Ludwig Princeton Branch, Princeton University, Princeton, NJ, USA
| | - Amber L Mueller
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
- Cell Metabolism, Cell Press, Cambridge, MA, USA
| | - Colleen Carmody
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Daniel L Vera
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA
| | - Csaba Kerepesi
- Brigham and Women's Hospital, Division of Genetics, Department of Medicine, Harvard Medical School, Boston, MA, USA
- Institute for Computer Science and Control, Eötvös Loránd Research Network, Budapest, Hungary
| | - Kejun Ying
- Brigham and Women's Hospital, Division of Genetics, Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - James R Mitchell
- Department of Health Sciences and Technology, Eidgenössische Technische Hochschule Zürich, Zurich, Switzerland
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Vadim N Gladyshev
- Brigham and Women's Hospital, Division of Genetics, Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - David A Sinclair
- Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA.
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Byappanahalli AM, Omoniyi V, Noren Hooten N, Smith JT, Mode NA, Ezike N, Zonderman AB, Evans MK. Extracellular vesicle mitochondrial DNA levels are associated with race and mitochondrial DNA haplogroup. iScience 2024; 27:108724. [PMID: 38226163 PMCID: PMC10788249 DOI: 10.1016/j.isci.2023.108724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/08/2023] [Accepted: 12/11/2023] [Indexed: 01/17/2024] Open
Abstract
Circulating cell-free mitochondrial DNA (ccf-mtDNA) acts as a damage-associated molecular pattern molecule and may be cargo within extracellular vesicles (EVs). ccf-mtDNA and select mitochondrial DNA (mtDNA) haplogroups are associated with cardiovascular disease. We hypothesized that ccf-mtDNA and plasma EV mtDNA would be associated with hypertension, sex, self-identified race, and mtDNA haplogroup ancestry. Participants were normotensive (n = 107) and hypertensive (n = 108) African American and White adults from the Healthy Aging in Neighborhoods of Diversity across the Life Span study. ccf-mtDNA levels were higher in African American participants compared with White participants in both plasma and EVs, but ccf-mtDNA levels were not related to hypertension. EV mtDNA levels were highest in African American participants with African mtDNA haplogroup. Circulating inflammatory protein levels were altered with mtDNA haplogroup, race, and EV mtDNA. Our findings highlight that race is a social construct and that ancestry is crucial when examining health and biomarker differences between groups.
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Affiliation(s)
- Anjali M. Byappanahalli
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Victor Omoniyi
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Jessica T. Smith
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Nicolle A. Mode
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
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Beydoun MA, Beydoun HA, Hu YH, Li Z, Wolf C, Meirelles O, Noren Hooten N, Launer LJ, Evans MK, Zonderman AB. Infection burden and its association with neurite orientation dispersion and density imaging markers in the UK Biobank. Brain Behav Immun 2024; 115:394-405. [PMID: 37858740 PMCID: PMC10873031 DOI: 10.1016/j.bbi.2023.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 09/15/2023] [Accepted: 10/14/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Infection burden (IB), although linked to neurodegeneration, including Alzheimer's Disease (AD), has not been examined against neurite orientation, dispersion, and density imaging (NODDI) measures. METHODS Among 38,803 UK Biobank adults (Age:40-70 years), we tested associations of total IB (IBtotal, 47.5 %) and hospital-treated IB (IBhosp, 9.7 %) with NODDI measures (5-15 years later), including volume fraction of Gaussian isotropic diffusion (ISOVF), intra-cellular volume fraction (ICVF) and orientation dispersion (OD) indices, using multiple linear regression models. RESULTS Total and hospital-treated infection burdens (IBtotal and IBhosp) were associated with increased ISOVF, indicating increased free-water component. IBtotal was positively associated with OD, indicating that at higher IBtotal there was greater fanning of neurites. This was more evident in the lower cardiovascular health group. IBhosp was associated with higher OD, and lower ICVF at higher AD polygenic risk. Together, these findings indicate that both total and hospital-treated infections have effects on NODDI outcomes in the direction of poor brain health. These effects were largely homogeneous across cardiovascular health and AD polygenic risk groups, with some effects shown to be stronger at poor cardiovascular health and/or higher AD risk. CONCLUSIONS Total and hospital-treated infections were associated with poorer white matter microstructure (higher ISOVF or OD or lower ICVF), with some heterogeneity across cardiovascular health and AD risk. Longitudinal studies with multiple repeats on neuroimaging markers in comparable samples are needed.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA.
| | - Hind A Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA; Alexander T. Augusta Military Medical Center, Fort Belvoir, VA, USA
| | - Yi-Han Hu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
| | - Zhiguang Li
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
| | - Claudia Wolf
- Department of Education and Psychology, Freie Universitat, Berlin, Germany; Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Osorio Meirelles
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, USA
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Beydoun MA, Beydoun HA, Noren Hooten N, Meirelles O, Li Z, El-Hajj ZW, Weiss J, Maino Vieytes CA, Launer LJ, Evans MK, Zonderman AB. Hospital-treated prevalent infections, the plasma proteome and incident dementia among UK older adults. iScience 2023; 26:108526. [PMID: 38162022 PMCID: PMC10755048 DOI: 10.1016/j.isci.2023.108526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/18/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
The plasma proteome can mediate the association of hospital-treated infections with dementia incidence. We screened up to 37,269 UK Biobank participants aged 50-74 years for the presence of a prevalent hospital-treated infection, subsequently tested as a predictor for ≤1,463 plasma proteins and dementia incidence. Four-way decomposition models decomposed infection-dementia total effect into pure mediation, pure interaction, neither or both through the plasma proteome. Hospital-treated infections increased dementia two-fold. The strongest mediation effect was through the growth differentiation factor 15 (GDF15) protein. Top 17 proteomic mediators explained collectively 5% of the total effect, while pathway analysis of all mediators (k = 221 plasma proteins) revealed top pathways including the immune system, signal transduction, metabolism, disease and metabolism of proteins, with the GDF15 cluster reflecting most strongly the "transmembrane receptor protein tyrosine kinase signaling pathway". The association of hospital-treated infections with dementia was partially mediated through GDF15 and other plasma proteomic markers.
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Affiliation(s)
- May A. Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Hind A. Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
- AT Augusta Military Medical Center, Fort Belvoir, VA 22060, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Osorio Meirelles
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Zhiguang Li
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Ziad W. El-Hajj
- Department of Biology, McGill University, Montreal, QC, Canada
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Palo Alto, CA 94305, USA
| | - Christian A. Maino Vieytes
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Lenore J. Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Intramural Research Program, NIA/NIH/IRP, Baltimore, MD 21224, USA
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Kuczmarski MF, Beydoun MA, Georgescu MF, Noren Hooten N, Mode NA, Evans MK, Zonderman AB. Pro-Inflammatory Diets Are Associated with Frailty in an Urban Middle-Aged African American and White Cohort. Nutrients 2023; 15:4598. [PMID: 37960250 PMCID: PMC10648548 DOI: 10.3390/nu15214598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 10/24/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
Diet quality is a modifiable risk factor for frailty, but research on the association of frailty with dietary inflammatory potential is limited. The objective was to determine associations between diet quality assessed by the dietary inflammatory index (DII) with frailty status over time. Participants with both dietary and frailty data from the longitudinal Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study were used (n = 2901, 43.5% male, 43.8% African American, 48.5 y mean baseline age, with a mean 8.7 y of follow-up). Group-based trajectory modeling identified two frailty (remaining non-frail or being pre-frail/frail over time) and three diet quality trajectory groups (high or medium pro-inflammatory and anti-inflammatory potentials). Multiple logistic regression found both medium pro-inflammatory and anti-inflammatory DII trajectory groups, compared to the high pro-inflammatory group, were positively associated with being non-frail over time for the overall sample, both sexes and races. Kaplan-Meier curves and log-rank test revealed anti-inflammatory DII scores were associated with lower risk for being pre-frail or frail. No longitudinal relationship existed between frailty status at baseline and annualized DII change, a check on reverse causality. This study contributes to our current knowledge providing longitudinal evidence of the link between anti-inflammatory DII score with lower frailty risk.
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Affiliation(s)
- Marie Fanelli Kuczmarski
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA; (M.A.B.); (M.F.G.); (N.N.H.); (N.A.M.); (M.K.E.); (A.B.Z.)
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9
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Beydoun MA, Beydoun HA, Gale SD, Hedges D, Weiss J, Li Z, Erickson LD, Noren Hooten N, Launer LJ, Evans MK, Zonderman AB. Cardiovascular health, infection burden and their interactive association with brain volumetric and white matter integrity outcomes in the UK Biobank. Brain Behav Immun 2023; 113:91-103. [PMID: 37393057 PMCID: PMC11040741 DOI: 10.1016/j.bbi.2023.06.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/03/2023] Open
Abstract
BACKGROUND Cardiovascular health is associated with brain magnetic resonance imaging (MRI) markers of pathology and infections may modulate this association. METHODS Using data from 38,803 adults (aged 40-70 years) and followed-up for 5-15 years, we tested associations of prevalent total (47.5%) and hospital-treated infection burden (9.7%) with brain structural and diffusion-weighted MRI (i.e., sMRI and dMRI, respectively) common in dementia phenome. Poor white matter tissue integrity was operationalized with lower global and tract-specific fractional anisotropy (FA) and higher mean diffusivity (MD). Volumetric sMRI outcomes included total, gray matter (GM), white matter (WM), frontal bilateral GM, white matter hyperintensity (WMH), and selected based on previous associations with dementia. Cardiovascular health was measured with Life's Essential 8 score (LE8) converted to tertiles. Multiple linear regression models were used, adjusting for intracranial volumes (ICV) for subcortical structures, and for demographic, socio-economic, and the Alzheimer's Disease polygenic risk score for all outcomes, among potential confounders. RESULTS In fully adjusted models, hospital-treated infections were inversely related to GM (β ± SE: -1042 ± 379, p = 0.006) and directly related to WMH as percent of ICV (Loge transformed) (β ± SE:+0.026 ± 0.007, p < 0.001). Both total and hospital-treated infections were associated with poor WMI, while the latter was inversely related to FA within the lowest LE8 tertile (β ± SE:-0.0011 ± 0.0003, p < 0.001, PLE8×IB < 0.05), a pattern detected for GM, Right Frontal GM, left accumbens and left hippocampus volumes. Within the uppermost LE8 tertile, total infection burden was linked to smaller right amygdala while being associated with larger left frontal GM and right putamen volumes, in the overall sample. Within that uppermost tertile of LE8, caudate volumes were also positively associated with hospital-treated infections. CONCLUSIONS Hospital-treated infections had more consistent deleterious effects on volumetric and white matter integrity brain neuroimaging outcomes compared with total infectious burden, particularly in poorer cardiovascular health groups. Further studies are needed in comparable populations, including longitudinal studies with multiple repeats on neuroimaging markers.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States.
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA, United States
| | - Shawn D Gale
- Department of Psychology and the Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - Dawson Hedges
- Department of Psychology and the Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA, United States
| | - Zhiguang Li
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Lance D Erickson
- Department of Sociology, Brigham Young University, Provo, UT, United States
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
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10
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Beydoun MA, Noren Hooten N, Beydoun HA, Weiss J, Maldonado AI, Katzel LI, Davatzikos C, Gullapalli RP, Seliger SL, Erus G, Evans MK, Zonderman AB, Waldstein SR. Plasma neurofilament light and brain volumetric outcomes among middle-aged urban adults. Neurobiol Aging 2023; 129:28-40. [PMID: 37257406 PMCID: PMC10524231 DOI: 10.1016/j.neurobiolaging.2023.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/05/2023] [Accepted: 04/30/2023] [Indexed: 06/02/2023]
Abstract
Elevated plasma neurofilament light chain (NfL) is associated with dementia though underlying mechanisms remain unknown. We examined cross-sectional relationships of time-dependent plasma NfL with selected brain structural magnetic resonance imaging (sMRI) prognostic markers of dementia. The sample was drawn from the Healthy Aging in Neighborhoods of Diversity Across the Life Span (HANDLS) study, selecting participants with complete v1 (2004-2009) and v2 (2009-2013) plasma NfL exposure and ancillary sMRI data at vscan (2011-2015, n = 179, mean v1 to vscan time: 5.4 years). Multivariable-adjusted linear regression models were conducted, overall, by sex, and race, correcting for multiple testing with q-values. NfL(v1) was associated with larger WMLV (both Loge transformed), after 5-6 years' follow-up, overall (β = +2.131 ± 0.660, b = +0.29, p = 0.001, and q = 0.0029) and among females. NfLv2 was linked to a 125 mm3 lower left hippocampal volume (p = 0.004 and q = 0.015) in reduced models, mainly among males, as was observed for annualized longitudinal change in NfL (δNfLbayes). Among African American adults, NfLv1 was inversely related to total, gray and white matter volumes. Plasma NfL may reflect future brain pathologies in middle-aged adults.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA.
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA, USA
| | - Jordan Weiss
- Department of Demography, University of California Berkeley, Berkeley, CA, USA
| | - Ana I Maldonado
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA; Department of Psychology, University of Maryland, Baltimore County, Catonsville, MD, USA
| | - Leslie I Katzel
- Geriatric Research Education and Clinical Center, Baltimore VA Medical Center, Baltimore, MD, USA; Division of Gerontology, Geriatrics and Palliative Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Christos Davatzikos
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rao P Gullapalli
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Stephen L Seliger
- Division of Nephrology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Guray Erus
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
| | - Shari R Waldstein
- Department of Psychology, University of Maryland, Baltimore County, Catonsville, MD, USA; Geriatric Research Education and Clinical Center, Baltimore VA Medical Center, Baltimore, MD, USA; Division of Gerontology, Geriatrics and Palliative Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
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11
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Smith JT, Noren Hooten N, Mode NA, Zonderman AB, Ezike N, Kaushal S, Evans MK. Frailty, sex, and poverty are associated with DNA damage and repair in frail, middle-aged urban adults. DNA Repair (Amst) 2023; 129:103530. [PMID: 37437502 PMCID: PMC10807508 DOI: 10.1016/j.dnarep.2023.103530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/17/2023] [Accepted: 06/27/2023] [Indexed: 07/14/2023]
Abstract
Frailty is an age-related syndrome characterized by reduced recovery from stressors and increased risks of morbidity and mortality. Although frailty is usually studied in those over 65 years, our previous work showed that frailty is both present and a risk factor for premature mortality in midlife. We identified altered gene expression patterns and biological pathways associated with inflammation in frailty. Evidence suggests DNA oxidation damage related to inflammation accumulates with age, and that DNA repair capacity (DRC) declines with age and age-related conditions. We hypothesized that inter-individual differences in DNA oxidation damage and DRC are associated with frailty status and poverty level. Using the CometChip assay, we assessed baseline single-strand breaks and hydrogen peroxide (H2O2)-induced DNA oxidation damage and DRC in non-frail and frail middle-aged African American and White individuals with household incomes above and below poverty. Analysis of baseline single-strand breaks showed no associations with frailty, poverty, race, or sex. However, we identified an interaction between frailty and poverty in H2O2-induced DNA oxidation damage. We also identified interactions between sex and frailty as well as sex and poverty status with DRC. The social determinant of health, poverty, associates with DRC in men. Baseline DNA damage, H2O2-induced DNA damage as well as DRC were associated with serum cytokine levels. IL-10 levels were inversely associated with baseline DNA damage as well as H2O2-induced DNA damage, DRC was altered by IL-4 levels and sex, and by TNF-α levels in the context of sex and poverty status. This is the first evidence that DRC may be influenced by poverty status at midlife. Our data show that social determinants of health should be considered in examining biological pathways through which disparate age-related health outcomes become manifest.
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Affiliation(s)
- Jessica T Smith
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, United States
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, United States
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, United States
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, United States
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, United States
| | - Simran Kaushal
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, United States.
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Noren Hooten N, Mode NA, Allotey S, Ezike N, Zonderman AB, Evans MK. Inflammatory proteins are associated with mortality in a middle-aged diverse cohort. Clin Transl Med 2023; 13:e1412. [PMID: 37743657 PMCID: PMC10518496 DOI: 10.1002/ctm2.1412] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 08/29/2023] [Accepted: 09/04/2023] [Indexed: 09/26/2023] Open
Abstract
BACKGROUND Recent data indicate a decline in overall longevity in the United States. Even prior to the COVID-19 pandemic, an increase in midlife mortality rates had been reported. Life expectancy disparities have persisted in the United States for racial and ethnic groups and for individuals living at low socioeconomic status. These continued trends in mortality indicate the importance of examining biomarkers of mortality at midlife in at-risk populations. Circulating levels of cytokines and inflammatory markers reflect systemic chronic inflammation, which is a well-known driver of many age-related diseases. METHODS In this study, we examined the relationship of nine different inflammatory proteins with mortality in a middle-aged socioeconomically diverse cohort of African-American and White men and women (n = 1122; mean age = 47.8 years). RESULTS We found significant differences in inflammatory-related protein serum levels between African-American and White middle-aged adults. E-selectin and fibrinogen were significantly higher in African-American adults. IFN-γ, TNF-α trimer, monocyte chemoattractant protein-1 (MCP-1), soluble receptor for advanced glycation end-products (sRAGE) and P-selectin were significantly higher in White participants compared to African-American participants. Higher levels of E-selectin, MCP-1 and P-selectin were associated with a higher mortality risk. Furthermore, there was a significant interaction between sex and IL-6 with mortality. IL-6 levels were associated with an increased risk of mortality, an association that was significantly greater in women than men. In addition, White participants with high levels of sRAGE had significantly higher survival probability than White participants with low levels of sRAGE, while African-American participants had similar survival probabilities across sRAGE levels. CONCLUSIONS These results suggest that circulating inflammatory markers can be utilized as indicators of midlife mortality risk in a socioeconomically diverse cohort of African-American and White individuals.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science National Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
| | - Nicolle A. Mode
- Laboratory of Epidemiology and Population Science National Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
| | - Samuel Allotey
- Laboratory of Epidemiology and Population Science National Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
- Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Science National Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Science National Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science National Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
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13
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Fanelli Kuczmarski M, Beydoun MA, Georgescu MF, Noren Hooten N, Mode NA, Evans MK, Zonderman AB. Diet Quality Trajectories over Adulthood in a Biracial Urban Sample from the Healthy Aging in Neighborhoods of Diversity across the Life Span Study. Nutrients 2023; 15:3099. [PMID: 37513517 PMCID: PMC10383268 DOI: 10.3390/nu15143099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/07/2023] [Accepted: 07/08/2023] [Indexed: 07/30/2023] Open
Abstract
Limited investigation has been done on diet quality trajectories over adulthood. The main study objectives were to determine the diet quality group trajectories (GTs) over time and to detect changes in a socio-economically and racially diverse middle-aged cohort. Data from three waves of the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study were used to determine diet quality with group-based trajectory modeling (GBTM). Three quality indices-the Healthy Eating Index (HEI), the Dietary Inflammatory Index (DII), and the Mean Adequacy Ratio (MAR)-were explored. The rate of change in quality over time was determined by mixed-effects regression analysis. Three diet quality GTs, low, middle, and high quality, were identified for each index and confirmed with spaghetti plots. Within each GT, only small changes in diet quality scores were observed, with improvements for the HEI and DII indices and a slight decline in MAR scores. Weighted kappa values revealed that the DII had better agreement with the HEI-2010 and MAR indices compared with the agreement between the HEI-2010 and MAR. Bayesian estimates revealed that the annualized rate of change in diet quality per person across the GTs was similar. There was minimal change in diet quality over time, regardless of the diet quality index used.
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Affiliation(s)
- Marie Fanelli Kuczmarski
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - May A Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Michael F Georgescu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIH, Baltimore, MD 21224, USA
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14
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Shen B, Mode NA, Noren Hooten N, Pacheco NL, Ezike N, Zonderman AB, Evans MK. Association of Race and Poverty Status With DNA Methylation-Based Age. JAMA Netw Open 2023; 6:e236340. [PMID: 37027157 PMCID: PMC10082406 DOI: 10.1001/jamanetworkopen.2023.6340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/08/2023] Open
Abstract
Importance The Dunedin Pace of Aging Calculated From the Epigenome (DunedinPACE) measure is a newly constructed DNA methylation (DNAm) biomarker associated with morbidity, mortality, and adverse childhood experiences in several cohorts with European ancestry. However, there are few studies of the DunedinPACE measure among socioeconomically and racially diverse cohorts with longitudinal assessments. Objective To investigate the association of race and poverty status with DunedinPACE scores in a socioeconomically diverse middle-aged cohort of African American and White participants. Design, Setting, and Participants This longitudinal cohort study used data from the Healthy Aging in Neighborhoods of Diversity Across the Life Span (HANDLS) study. HANDLS is a population-based study of socioeconomically diverse African American and White adults aged 30 to 64 years at baseline in Baltimore, Maryland, with follow-up approximately every 5 years. The current study was restricted to 470 participants with blood samples at 2 time points: August 14, 2004, to June 22, 2009 (visit 1), and June 23, 2009, to September 12, 2017 (visit 2). Genome-wide DNAm was assessed at visit 1 (chronological age, 30-64 years) and visit 2. Data were analyzed from March 18, 2022, to February 9, 2023. Main Outcomes and Measures DunedinPACE scores were estimated for each participant at 2 visits. DunedinPACE scores are values scaled to a mean of 1, interpretable with reference to a rate of 1 year of biological aging per 1 year of chronological aging. Linear mixed-model regression analysis was used to examine the trajectories of DunedinPACE scores by chronological age, race, sex, and poverty status. Results Among 470 participants, the mean (SD) chronological age at visit 1 was 48.7 (8.7) years. Participants were balanced by sex (238 [50.6%] were men and 232 [49.4%] were women), race (237 [50.4%] African American and 233 [49.6%] White), and poverty status (236 [50.2%] living below poverty level and 234 [49.8%] living above poverty level). The mean (SD) time between visits was 5.1 (1.5) years. Overall, the mean (SD) DunedinPACE score was 1.07 (0.14), representing a 7% faster pace of biological aging than chronological aging. Linear mixed-effects regression analysis revealed an association between the 2-way interaction between race and poverty status (White race and household income below poverty level: β = 0.0665; 95% CI, 0.0298-0.1031; P < .001) and significantly higher DunedinPACE scores and an association between quadratic age (age squared: β = -0.0113; 95% CI, -0.0212 to -0.0013; P = .03) and significantly higher DunedinPACE scores. Conclusions and Relevance In this cohort study, household income below poverty level and African American race were associated with higher DunedinPACE scores. These findings suggest that the DunedinPACE biomarker varies with race and poverty status as adverse social determinants of health. Consequently, measures of accelerated aging should be based on representative samples.
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Affiliation(s)
- Botong Shen
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Natasha L Pacheco
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
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Noren Hooten N, Mode NA, Kowalik E, Omoniyi V, Zonderman AB, Ezike N, DiNubile MJ, Levinson SL, Evans MK. Plasma gelsolin levels are associated with diabetes, sex, race, and poverty. J Transl Med 2023; 21:190. [PMID: 36899335 PMCID: PMC9999548 DOI: 10.1186/s12967-023-04026-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 02/28/2023] [Indexed: 03/12/2023] Open
Abstract
BACKGROUND The growing epidemic of the inflammation-related metabolic disease, type 2 diabetes mellitus, presents a challenge to improve our understanding of potential mechanisms or biomarkers to prevent or better control this age-associated disease. A gelsolin isoform is secreted into the plasma as part of the extracellular actin scavenger system which serves a protective role by digesting and removing actin filaments released from damaged cells. Recent data indicate a role for decreased plasma gelsolin (pGSN) levels as a biomarker of inflammatory conditions. Extracellular vesicles (EVs), a heterogeneous group of cell-derived membranous structures involved in intercellular signaling, have been implicated in metabolic and inflammatory diseases including type 2 diabetes mellitus. We examined whether pGSN levels were associated with EV concentration and inflammatory plasma proteins in individuals with or without diabetes. METHODS We quantified pGSN longitudinally (n = 104) in a socioeconomically diverse cohort of middle-aged African American and White study participants with and without diabetes mellitus. Plasma gelsolin levels were assayed by ELISA. EV concentration (sub-cohort n = 40) was measured using nanoparticle tracking analysis. Inflammatory plasma proteins were assayed on the SomaScan® v4 proteomic platform. RESULTS pGSN levels were lower in men than women. White individuals with diabetes had significantly lower levels of pGSN compared to White individuals without diabetes and to African American individuals either with or without diabetes. For adults living below poverty, those with diabetes had lower pGSN levels than those without diabetes. Adults living above poverty had similar pGSN levels regardless of diabetes status. No correlation between EV concentrations and pGSN levels was identified (r = - 0.03; p = 0.85). Large-scale exploratory plasma protein proteomics revealed 47 proteins that significantly differed by diabetes status, 19 of which significantly correlated with pGSN levels, including adiponectin. CONCLUSIONS In this cohort of racially diverse individuals with and without diabetes, we found differences in pGSN levels with diabetes status, sex, race, and poverty. We also report significant associations of pGSN with the adipokine, adiponectin, and other inflammation- and diabetes-related proteins. These data provide mechanistic insights into the relationship of pGSN and diabetes.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, NIH Biomedical Research Center, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, NIH Biomedical Research Center, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224, USA
| | | | - Victor Omoniyi
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, NIH Biomedical Research Center, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224, USA.,Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, NIH Biomedical Research Center, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224, USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, NIH Biomedical Research Center, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224, USA
| | | | | | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, NIH Biomedical Research Center, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224, USA.
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Beydoun MA, Noren Hooten N, Weiss J, Beydoun HA, Georgescu M, Freeman DW, Evans MK, Zonderman AB. GDF15 and its association with cognitive performance over time in a longitudinal study of middle-aged urban adults. Brain Behav Immun 2023; 108:340-349. [PMID: 36549580 PMCID: PMC10026559 DOI: 10.1016/j.bbi.2022.12.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/08/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022] Open
Abstract
Serum GDF15 levels are correlated with multiple neurodegenerative diseases. Few studies have tested this marker's association with middle-aged cognitive performance over time, and whether race affects this association is unknown. We examined associations of initial serum GDF15 concentrations with longitudinal cognitive performance, spanning domains of global mental status, visual and verbal memory, attention, fluency, and executive function in a sub-sample of adults participating in the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study (n = 776, Agev1:30-66y, 45.6 % male, 57.0 % African American, 43.0 % below poverty). This analysis consisted of mixed-effects regression models applied to the total selected sample, while also stratifying the analyses by race in the main analyses and further stratifying by sex, age group and poverty status in an exploratory analysis. Our main findings, which passed multiple testing and covariate-adjustment, indicated that GDF15 was associated with poorer baseline performance on several cognitive tests, including animal fluency [overall sample: (Model 1: γ0 ± SE: -0.664 ± 0.208, P < 0.001; Model 2, γ0 ± SE: -0.498 ± 0.217, P < 0.05)]. Among White adults, GDF15 was linked to poorer performance on a brief test of attention (Model 1: γ0 ± SE: -0.426 ± 0.126, P < 0.001; Model 2, γ0 ± SE: -0.281 ± 0.139, P < 0.05); and Trailmaking test, part B (Model 1: γ0 ± SE: +0.129 ± 0.040, P < 0.001; Model 2, γ0 ± SE: +0.089 ± 0.041, P < 0.05), the latter being also linked to higher GDF15 among individuals living below poverty. Among women, GDF15 was associated with poor global mental status (Normalized MMSE: Model 1: γ0 ± SE: -2.617 ± 0.746, P < 0.001; Model 2: γ0 ± SE: -1.729 ± 0.709, P < 0.05). GDF15 was not associated with decline on any of the 11 cognitive test scores considered in ∼ 4 years of follow-up. In sum, we detected cross-sectional associations between GDF15 and cognition, although GDF15 did not predict rate of change in cognitive performance over time among a sample of middle-aged adults. More longitudinal studies are needed to address the clinical utility of this biomarker for early cognitive defects.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA.
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA, USA
| | - Michael Georgescu
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
| | - David W Freeman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA; Department of Oncological Sciences, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD, USA
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Byappanahalli AM, Noren Hooten N, Vannoy M, Mode NA, Ezike N, Zonderman AB, Evans MK. Mitochondrial DNA and inflammatory proteins are higher in extracellular vesicles from frail individuals. Immun Ageing 2023; 20:6. [PMID: 36710345 PMCID: PMC9885591 DOI: 10.1186/s12979-023-00330-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/23/2023] [Indexed: 01/31/2023]
Abstract
BACKGROUND Frailty, a clinical syndrome commencing at midlife, is a risk for morbidity and mortality. Little is known about the factors that contribute to the chronic inflammatory state associated with frailty. Extracellular vesicles (EVs) are small, membrane-bound vesicles that are released into the circulation and are mediators of intercellular communication. We examined whether mitochondrial DNA (mtDNA) and inflammatory proteins in EVs may act as damage-associated molecular pattern (DAMP) molecules in frailty. RESULTS To address whether EVs and their associated mtDNA and inflammatory protein cargo are altered with frailty, EVs were isolated from non-frail (n = 90) and frail (n = 87) middle-aged (45-55 years) participants from the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study. EV concentration was highest in frail White participants. EV mtDNA levels were significantly higher in frail individuals compared to non-frail individuals. The presence of six inflammatory proteins in EVs (FGF-21, HGF, IL-12B, PD-L1, PRDX3, and STAMBP) were significantly associated with frailty. EV inflammatory proteins were significantly altered by frailty status, race, sex, and poverty status. Notably, frail White participants had higher levels of EV-associated CD5, CD8A, CD244, CXCL1, CXCL6, CXCL11, LAP-TGF-beta-1 and MCP-4 compared to frail and non-frail African American participants. Frail White participants living below poverty had higher levels of EV-associated uPA. EV-associated CCL28 levels were highest in non-frail women and CXCL1 were highest in non-frail men. Men living below poverty had higher levels of CD5, CD8A, CXCL1, LAP-TGF-beta-1, and uPA. CXCL6 levels were significantly higher in individuals living above poverty. There was a significant correlation between EV mtDNA levels and the presence of inflammatory proteins. CONCLUSIONS These data suggest that mtDNA within EVs may act as a DAMP molecule in frailty. Its association with chemokines and other inflammatory EV cargo proteins, may contribute to the frailty phenotype. In addition, the social determinant of health, poverty, influences the inflammatory cargo of EVs in midlife.
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Affiliation(s)
- Anjali M. Byappanahalli
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA
| | - Nicole Noren Hooten
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA
| | - Mya Vannoy
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA ,grid.25879.310000 0004 1936 8972Present address: Perelman School of Medicine, University of Pennsylvania,3400 Civic Center Boulevard Philadelphia, Philadelphia, PA 19104 USA
| | - Nicolle A. Mode
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA
| | - Ngozi Ezike
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA
| | - Alan B. Zonderman
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA
| | - Michele K. Evans
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD 21224 USA
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Beydoun MA, Noren Hooten N, Weiss J, Maldonado AI, Beydoun HA, Katzel LI, Davatzikos C, Gullapalli RP, Seliger SL, Erus G, Evans MK, Zonderman AB, Waldstein SR. Plasma neurofilament light as blood marker for poor brain white matter integrity among middle-aged urban adults. Neurobiol Aging 2023; 121:52-63. [PMID: 36371816 PMCID: PMC9733693 DOI: 10.1016/j.neurobiolaging.2022.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 10/05/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022]
Abstract
Plasma neurofilament light chain (NfL)'s link to dementia may be mediated through white matter integrity (WMI). In this study, we examined plasma NfL's relationships with diffusion tensor magnetic resonance imaging markers: global and cortical white matter fractional anisotropy (FA) and trace (TR). Plasma NfL measurements at 2 times (v1: 2004-2009 and v2: 2009-2013) and ancillary dMRI (vscan: 2011-2015) were considered (n = 163, mean time v1 to vscan = 5.4 years and v2 to vscan: 1.1 years). Multivariable-adjusted regression models, correcting for multiple-testing revealed that, overall, higher NfLv1 was associated with greater global TR (β ± SE: +0.0000560 ± 0.0000186, b = 0.27, p = 0.003, q = 0.012), left frontal WM TR (β ± SE: + 0.0000706 ± 0.0000201, b ± 0.30, p = 0.001, q = 0.0093) and right frontal WM TR (β ± SE: + 0.0000767 ± 0.000021, b ± 0.31, p < 0.001, q = 0.0093). These associations were mainly among males and White adults. Among African American adults only, NfLv2 was associated with greater left temporal lobe TR. "Tracking high" in NfL was associated with reduced left frontal FA (Model 2, body mass index-adjusted: β ± SE:-0.01084 ± 0.00408, p = 0.009). Plasma NfL is a promising biomarker predicting future brain white matter integrity (WMI) in middle-aged adults.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA USA
| | - Ana I Maldonado
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA; Department of Psychology, University of Maryland, Catonsville, MD, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA, USA
| | - Leslie I Katzel
- Division of Gerontology, Geriatrics, and Palliative Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Division of Gerontology & Geriatric Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Christos Davatzikos
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rao P Gullapalli
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Stephen L Seliger
- Division of Nephrology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Guray Erus
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Shari R Waldstein
- Department of Psychology, University of Maryland, Catonsville, MD, USA; Division of Gerontology, Geriatrics, and Palliative Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Division of Gerontology & Geriatric Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
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Beydoun MA, Weiss J, Banerjee S, Beydoun HA, Noren Hooten N, Evans MK, Zonderman AB. Race, polygenic risk and their association with incident dementia among older US adults. Brain Commun 2022; 4:fcac317. [PMID: 36569604 PMCID: PMC9772879 DOI: 10.1093/braincomms/fcac317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 09/26/2022] [Accepted: 11/29/2022] [Indexed: 12/02/2022] Open
Abstract
Dementia incidence increases steadily with age at rates that may vary across racial groups. This racial disparity may be attributable to polygenic risk, as well as lifestyle and behavioural factors. We examined whether Alzheimer's disease polygenic score and race predict Alzheimer's disease and other related dementia incidence differentially by sex and mediation through polygenic scores for other health and behavioural conditions. We used longitudinal data from the nationally representative Health and Retirement Study. We restricted participants to those with complete data on 31 polygenic scores, including Alzheimer's disease polygenic score (2006-2012). Among participants aged 55 years and older in 2008, we excluded those with any memory problems between 2006 and 2008 and included those with complete follow-up on incident Alzheimer's disease and all-cause dementia, between 2010 and 2018 (N = 9683), based on self- or proxy-diagnosis every 2 years (2010, 2012, 2014, 2016 and 2018). Cox proportional hazards and 4-way decomposition models were conducted. Analyses were also stratified by sex and by race. There were racial differences in all-cause dementia incidence (age and sex-adjusted model, per standard deviation: hazard ratio, HR = 1.34, 95% confidence interval, CI: 1.09-1.65, P = 0.007), partially driven by educational attainment and income. We also found independent associations of race (age and sex-adjusted model, African American versus White adults: HR = 2.07, 95% CI: 1.52-2.83, P < 0.001) and Alzheimer's disease polygenic score (age and sex-adjusted model, per SD: HR = 1.37, 95% CI: 1.00-1.87, P < 0.001) with Alzheimer's disease incidence, including sex differences whereby women had a stronger effect of Alzheimer's disease polygenic score on Alzheimer's disease incidence compared with men (P < 0.05 for sex by Alzheimer's disease polygenic score interaction) adjusting for race and other covariates. The total impact of Alzheimer's disease polygenic scores on Alzheimer's disease incidence was mostly direct, while the effect of race on all-cause dementia incidence was mediated through socio-economic, lifestyle and health-related factors. Finally, among the 30 polygenic scores we examined, the total effects on the pathway Alzheimer's disease polygenic score --> Other polygenic score --> Incident Alzheimer's or all-cause dementia, were statistically significant for all, driven primarily by the controlled direct effect (P< 0. 001). In conclusion, both race and Alzheimer's disease polygenic scores were associated independently with Alzheimer's disease and all-cause dementia incidence. Alzheimer's disease polygenic score was more strongly linked to incident Alzheimer's disease among women, while racial difference in all-cause dementia was explained by other factors including socio-economic status.
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Affiliation(s)
- May A Beydoun
- Correspondence to: May A. Beydoun, PhD NIH Biomedical Research Center National Institute on Aging, IRP 251 Bayview Blvd. Suite 100, Room #: 04B118, Baltimore, MD 21224, USA E-mail:
| | | | - Sri Banerjee
- College of Health Professions, School of Health Sciences, Walden University, Baltimore, MD 21202, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA 22060, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
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Noren Hooten N, Torres S, Mode NA, Zonderman AB, Ghosh P, Ezike N, Evans MK. Association of extracellular vesicle inflammatory proteins and mortality. Sci Rep 2022; 12:14049. [PMID: 35982068 PMCID: PMC9386667 DOI: 10.1038/s41598-022-17944-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 08/03/2022] [Indexed: 11/24/2022] Open
Abstract
Even before the COVID-19 pandemic declines in life expectancy in the United States were attributed to increased mortality rates in midlife adults across racial and ethnic groups, indicating a need for markers to identify individuals at risk for early mortality. Extracellular vesicles (EVs) are small, lipid-bound vesicles capable of shuttling functional proteins, nucleic acids, and lipids. Given their role as intercellular communicators and potential biomarkers of disease, we explored whether circulating EVs may be markers of mortality in a prospective, racially, and socioeconomically diverse middle-aged cohort. We isolated plasma EVs from 76 individuals (mean age = 59.6 years) who died within a 5 year period and 76 surviving individuals matched by age, race, and poverty status. There were no significant differences in EV concentration, size, or EV-associated mitochondrial DNA levels associated with mortality. We found that several EV-associated inflammatory proteins including CCL23, CSF-1, CXCL9, GDNF, MCP-1, STAMBP, and 4E-BP1 were significantly associated with mortality. IL-10RB and CDCP1 were more likely to be present in plasma EVs from deceased individuals than in their alive counterparts. We also report differences in EV-associated inflammatory proteins with poverty status, race, and sex. Our results suggest that plasma EV-associated inflammatory proteins are promising potential clinical biomarkers of mortality.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Stephanie Torres
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.,Edward Via College of Osteopathic Medicine at University of Louisiana Monroe, Monroe, LA, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Paritosh Ghosh
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.
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21
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Pacheco NL, Noren Hooten N, Zhang Y, Prince CS, Mode NA, Ezike N, Becker KG, Zonderman AB, Evans MK. Sex-specific transcriptome differences in a middle-aged frailty cohort. BMC Geriatr 2022; 22:651. [PMID: 35945487 PMCID: PMC9361278 DOI: 10.1186/s12877-022-03326-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 07/20/2022] [Indexed: 11/25/2022] Open
Abstract
Background Frailty is a clinical syndrome described as reduced physiological reserve and increased vulnerability. Typically examined in older adults, recent work shows frailty occurs in middle-aged individuals and is associated with increased mortality. Previous investigation of global transcriptome changes in a middle-aged cohort from the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study demonstrated inflammatory genes and pathways were significantly altered by frailty status and race. Transcriptome differences in frailty by sex remain unclear. We sought to discover novel genes and pathways associated with sex and frailty in a diverse middle-aged cohort using RNA-Sequencing. Methods Differential gene expression and pathway analyses were performed in peripheral blood mononuclear cells for 1) frail females (FRAF, n = 4) vs non-frail females (NORF, n = 4), 2) frail males (FRAM, n = 4) vs non-frail males (NORM, n = 4), 3) FRAM vs FRAF, and 4) NORM vs NORF. We evaluated exclusive significant genes and pathways, as well as overlaps, between the comparison groups. Results Over 80% of the significant genes exclusive to FRAF vs NORF, FRAM vs NORM, and FRAM vs FRAF, respectively, were novel and associated with various biological functions. Pathways exclusive to FRAF vs NORF were associated with reduced inflammation, while FRAM vs NORM exclusive pathways were related to aberrant musculoskeletal physiology. Pathways exclusive to FRAM vs FRAF were associated with reduced cell cycle regulation and activated catabolism and Coronavirus pathogenesis. Conclusions Our results indicate sex-specific transcriptional changes occur in middle-aged frailty, enhancing knowledge on frailty progression and potential therapeutic targets to prevent frailty. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-022-03326-7.
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Affiliation(s)
- Natasha L Pacheco
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Calais S Prince
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Kevin G Becker
- Laboratory of Genetics and Genomics, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute On Aging, National Institutes of Health, Baltimore, MD, USA.
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Shen B, Hernandez DG, Chitrala KN, Fanelli-Kuczmarski MT, Noren Hooten N, Pacheco NL, Mode NA, Zonderman AB, Ezike N, Evans MK. APOE gene region methylation is associated with cognitive performance in middle-aged urban adults. Neurobiol Aging 2022; 116:41-48. [PMID: 35561457 PMCID: PMC10878469 DOI: 10.1016/j.neurobiolaging.2022.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 03/14/2022] [Accepted: 03/16/2022] [Indexed: 11/17/2022]
Abstract
Apolipoprotein (APOE) ε4 allele is a strong risk factor for Alzheimer's disease (AD) and cognitive decline. Epigenetic modifications such as DNA methylation (DNAm) play a central role in cognition. This study sought to identify DNAm sites in the APOE genomic region associated with cognitive performance in a racially diverse middle-aged cohort (n = 411). Cognitive performance was measured by 11 standard neuropsychological tests. Two CpG sites were associated with the Card Rotation and Benton Visual Retention cognitive tests. The methylation level of the CpG site cg00397545 was associated with Card Rotation Test score (p = 0.000177) and a novel CpG site cg10178308 was associated with Benton Visual Retention Test score (p = 0.000084). Significant associations were observed among the dietary inflammatory index, which reflects the inflammatory potential of the diet, cognitive performance and the methylation level of several CpG sites. Our results indicate that DNAm in the APOE genomic area is correlated with cognitive performance and may presage cognitive decline.
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Affiliation(s)
- Botong Shen
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Dena G Hernandez
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Kumaraswamy Naidu Chitrala
- Fels Institute for Personalized Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - Marie T Fanelli-Kuczmarski
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Natasha L Pacheco
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
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Beydoun MA, Beydoun HA, Noren Hooten N, Maldonado AI, Weiss J, Evans MK, Zonderman AB. Epigenetic clocks and their association with trajectories in perceived discrimination and depressive symptoms among US middle-aged and older adults. Aging (Albany NY) 2022; 14:5311-5344. [PMID: 35776531 PMCID: PMC9320538 DOI: 10.18632/aging.204150] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/01/2022] [Indexed: 11/30/2022]
Abstract
Background: Perceived discrimination may be associated with accelerated aging later in life, with depressive symptoms acting as potential mediator. Methods: A nationally representative sample of older adults was used [Health and Retirement Study 2010–2016, Age: 50–100 y in 2016, N = 2,806, 55.6% female, 82.3% Non-Hispanic White (NHW)] to evaluate associations of perceived discrimination measures [Experience of discrimination or EOD; and Reasons for Perceived discrimination or RPD) and depressive symptoms (DEP)] with 13 DNAm-based measures of epigenetic aging. Group-based trajectory and four-way mediation analyses were used. Results: Overall, and mostly among female and NHW participants, greater RPD in 2010–2012 had a significant adverse total effect on epigenetic aging [2016: DNAm GrimAge, DunedinPoAm38 (MPOA), Levine (PhenoAge) and Horvath 2], with 20–50% of this effect being explained by a pure indirect effect through DEP in 2014–2016. Among females, sustained elevated DEP (2010–2016) was associated with greater LIN DNAm age (β ± SE: +1.506 ± 0.559, p = 0.009, reduced model), patterns observed for elevated DEP (high vs. low) for GrimAge and MPOA DNAm markers. Overall and in White adults, the relationship of the Levine clock with perceived discrimination in general (both EOD and RPD) was mediated through elevated DEP. Conclusions: Sustained elevations in DEP and RPD were associated with select biological aging measures, consistently among women and White adults, with DEP acting as mediator in several RPD-EPICLOCK associations.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA 22060, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Ana I Maldonado
- Department of Psychology, University of Maryland, Baltimore County, Catonsville, MD 21250, USA
| | - Jordan Weiss
- Department of Demography, University of California Berkeley, Berkeley, CA 94720, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD 21224, USA
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Beydoun MA, Noren Hooten N, Weiss J, Beydoun HA, Hossain S, Evans MK, Zonderman AB. Plasma neurofilament light and its association with all-cause mortality risk among urban middle-aged men and women. BMC Med 2022; 20:218. [PMID: 35692046 PMCID: PMC9190073 DOI: 10.1186/s12916-022-02425-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 05/31/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Neurofilament light chain (NfL) is released into the blood during neuronal damage. NfL is linked to mortality in neurological disorders, remaining unexplored in population studies. We investigated whether initial (v1) and annualized change (δ) in plasma NfL can predict all-cause mortality in middle-aged dementia-free urban adults. METHODS Longitudinal data were from 694 participants in the Healthy Aging in Neighborhoods of Diversity Across the Life Span study (HANDLS, mean agev1: 47.8 years, 42% male, 55.8% African American). Plasma NfL was measured prospectively at three visits. Analyses included Cox proportional hazards models for all-cause mortality risk and 4-way decomposition testing for interaction and mediation. RESULTS Unlike men, women exhibited a direct association between δNfL (above vs. below median) and all-cause mortality risk in both the minimally (HR = 3.91, 95% CI 1.10-13.9, p = 0.036) and fully adjusted models (HR = 4.92, 95% CI 1.26-19.2, p = 0.022), and for δNfL (per unit increase) in the full model (HR = 1.65, 95% CI 1.04-2.61, p = 0.034). In both models, and among women, 1 standard deviation of NfLv1 was associated with an increased all-cause mortality risk (reduced model: HR = 2.01, 95% CI 1.24-3.25, p = 0.005; full model: HR = 1.75, 95% CI 1.02-2.98, p = 0.041). Only few interactions were detected for cardio-metabolic risk factors. Notably, NfLv1 was shown to be a better prognostic indicator at normal hsCRP values among women, while HbA1c and δNfL interacted synergistically to determine mortality risk, overall. CONCLUSIONS These findings indicate that plasma NfL levels at baseline and over time can predict all-cause mortality in women and interacts with hsCRP and HbA1c to predict that risk.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, 251 Bayview Blvd., Suite 100, Room #: 04B118, Baltimore, MD, 21224, USA.
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, 251 Bayview Blvd., Suite 100, Room #: 04B118, Baltimore, MD, 21224, USA
| | - Jordan Weiss
- Department of Demography, University of California, Berkeley, Berkeley, CA, USA
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA, USA
| | - Sharmin Hossain
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, 251 Bayview Blvd., Suite 100, Room #: 04B118, Baltimore, MD, 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, 251 Bayview Blvd., Suite 100, Room #: 04B118, Baltimore, MD, 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, 251 Bayview Blvd., Suite 100, Room #: 04B118, Baltimore, MD, 21224, USA
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Noren Hooten N, Pacheco NL, Smith JT, Evans MK. The accelerated aging phenotype: The role of race and social determinants of health on aging. Ageing Res Rev 2022; 73:101536. [PMID: 34883202 PMCID: PMC10862389 DOI: 10.1016/j.arr.2021.101536] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 11/12/2021] [Accepted: 12/03/2021] [Indexed: 02/06/2023]
Abstract
The pursuit to discover the fundamental biology and mechanisms of aging within the context of the physical and social environment is critical to designing interventions to prevent and treat its complex phenotypes. Aging research is critically linked to understanding health disparities because these inequities shape minority aging, which may proceed on a different trajectory than the overall population. Health disparities are characteristically seen in commonly occurring age-associated diseases such as cardiovascular and cerebrovascular disease as well as diabetes mellitus and cancer. The early appearance and increased severity of age-associated disease among African American and low socioeconomic status (SES) individuals suggests that the factors contributing to the emergence of health disparities may also induce a phenotype of 'premature aging' or 'accelerated aging' or 'weathering'. In marginalized and low SES populations with high rates of early onset age-associated disease the interaction of biologic, psychosocial, socioeconomic and environmental factors may result in a phenotype of accelerated aging biologically similar to premature aging syndromes with increased susceptibility to oxidative stress, premature accumulation of oxidative DNA damage, defects in DNA repair and higher levels of biomarkers of oxidative stress and inflammation. Health disparities, therefore, may be the end product of this complex interaction in populations at high risk. This review will examine the factors that drive both health disparities and the accelerated aging phenotype that ultimately contributes to premature mortality.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Natasha L Pacheco
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Jessica T Smith
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
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Noren Hooten N, Byappanahalli AM, Vannoy M, Omoniyi V, Evans MK. Influences of age, race, and sex on extracellular vesicle characteristics. Am J Cancer Res 2022; 12:4459-4476. [PMID: 35673574 PMCID: PMC9169362 DOI: 10.7150/thno.72676] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/19/2022] [Indexed: 11/08/2022] Open
Abstract
Recent attention has focused on the use of extracellular vesicles (EVs) as biological indicators of health and disease. These small, nano-sized membrane bound vesicles are secreted from cells into the extracellular space and can be readily isolated from bodily fluids. EVs can carry various bioactive molecules as cargo including DNA, RNA, proteins, and lipids. These EVs can provide a snapshot of the cell of origin and a window of opportunity to assess normal physiological states as well as pathophysiological states. For EVs to further develop as potential biomarkers of disease, it is important to characterize whether these vesicles and their associated cargo are altered in the context of demographic factors. Here, we summarize the current literature on how demographics such as age, race, and sex affect the levels and cargo of EVs. Age and sex influence both EV cargo and concentration while race studies report differences mostly in EV protein cargo. This review also identifies areas of future research and important considerations for the clinical use of EVs as biomarkers.
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Beydoun MA, Noren Hooten N, Beydoun HA, Maldonado AI, Weiss J, Evans MK, Zonderman AB. Plasma neurofilament light as a potential biomarker for cognitive decline in a longitudinal study of middle-aged urban adults. Transl Psychiatry 2021; 11:436. [PMID: 34420032 PMCID: PMC8380245 DOI: 10.1038/s41398-021-01563-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 07/28/2021] [Accepted: 08/12/2021] [Indexed: 12/13/2022] Open
Abstract
Plasma neurofilament light (NfL) is a marker for neurodegenerative diseases. Few studies have examined the association of NfL with middle-aged changes in cognitive performance, and no studies have examined differential NfL effects by race. Using data from the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study (n = 625, Agev1: 30-66 y, 41.6% male, 56.3% African American, 27.8% below poverty), we investigated the associations of initial NfL levels and annualized change with cognitive performance over time in global mental status, verbal and visual memory, fluency, attention, and executive function. We used ordinary least squares and mixed-effects regressions stratified by race, while exploring differential associations by age group, sex, and poverty status. Over a mean follow-up of 4.3 years, we found initial NfL level was associated with a faster decline on normalized mental status scores in Whites only and in those >50 years old. Annualized increase in NfL was associated with a greater decline in verbal fluency in men. In other exploratory analyses, annualized increase in NfL was associated with a slower decline in verbal memory among individuals living above poverty; in the older group (>50 years), first-visit NfL was linked with better performance at baseline in global mental status and verbal memory. In summary, first-visit NfL was primarily associated with the global mental status decline among Whites, while exhibiting inconsistent relationships in some exploratory analyses. Plasma NfL levels can be detected and quantified in non-demented middle-aged adults and changes can be analyzed over time. More longitudinal studies are needed to address the clinical utility of this biomarker for early cognitive defects.
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Affiliation(s)
- May A. Beydoun
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD USA
| | - Nicole Noren Hooten
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD USA
| | - Hind A. Beydoun
- grid.413661.70000 0004 0595 1323Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA USA
| | - Ana I. Maldonado
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD USA ,grid.266673.00000 0001 2177 1144Department of Psychology, University of Maryland, Baltimore County, Catonsville, MD USA
| | - Jordan Weiss
- grid.47840.3f0000 0001 2181 7878Department of Demography, University of California, Berkeley, Berkeley, CA USA
| | - Michele K. Evans
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD USA
| | - Alan B. Zonderman
- grid.419475.a0000 0000 9372 4913Laboratory of Epidemiology and Population Sciences, NIA/NIH/IRP, Baltimore, MD USA
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
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Lazo S, Noren Hooten N, Green J, Eitan E, Mode NA, Liu Q, Zonderman AB, Ezike N, Mattson MP, Ghosh P, Evans MK. Mitochondrial DNA in extracellular vesicles declines with age. Aging Cell 2021; 20:e13283. [PMID: 33355987 PMCID: PMC7811845 DOI: 10.1111/acel.13283] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 10/15/2020] [Accepted: 11/10/2020] [Indexed: 02/06/2023] Open
Abstract
The mitochondrial free radical theory of aging suggests that accumulating oxidative damage to mitochondria and mitochondrial DNA (mtDNA) plays a central role in aging. Circulating cell‐free mtDNA (ccf‐mtDNA) isolated from blood may be a biomarker of disease. Extracellular vesicles (EVs) are small (30–400 nm), lipid‐bound vesicles capable of shuttling proteins, nucleic acids, and lipids as part of intercellular communication systems. Here, we report that a portion of ccf‐mtDNA in plasma is encapsulated in EVs. To address whether EV mtDNA levels change with human age, we analyzed mtDNA in EVs from individuals aged 30–64 years cross‐sectionally and longitudinally. EV mtDNA levels decreased with age. Furthermore, the maximal mitochondrial respiration of cultured cells was differentially affected by EVs from old and young donors. Our results suggest that plasma mtDNA is present in EVs, that the level of EV‐derived mtDNA is associated with age, and that EVs affect mitochondrial energetics in an EV age‐dependent manner.
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Affiliation(s)
- Stephanie Lazo
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Jamal Green
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Erez Eitan
- Laboratory of Neuroscience National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Nicolle A. Mode
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Qing‐Rong Liu
- Laboratory of Clinical Investigation, National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Mark P. Mattson
- Laboratory of Neuroscience National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Paritosh Ghosh
- Laboratory of Clinical Investigation, National Institute on Aging National Institutes of Health Baltimore MD USA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science National Institute on Aging National Institutes of Health Baltimore MD USA
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Noren Hooten N, Yáñez‐Mó M, DeRita R, Russell A, Quesenberry P, Ramratnam B, Robbins PD, Di Vizio D, Wen S, Witwer KW, Languino LR. Hitting the Bullseye: Are extracellular vesicles on target? J Extracell Vesicles 2020; 10:e12032. [PMID: 33708359 PMCID: PMC7890543 DOI: 10.1002/jev2.12032] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 10/26/2020] [Accepted: 10/31/2020] [Indexed: 12/12/2022] Open
Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population ScienceNational Institute on AgingNational Institutes of HealthBaltimoreMarylandUSA
| | - María Yáñez‐Mó
- Departamento de Biología MolecularUAMCentro de Biología Molecular Severo OchoaIIS‐IPMadridSpain
| | - Rachel DeRita
- Department of Cancer BiologySidney Kimmel Cancer CenterJefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Ashley Russell
- Department of Molecular and Comparative PathobiologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Peter Quesenberry
- Division of Hematology/OncologyThe Warren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Bharat Ramratnam
- Department of MedicineAlpert Medical SchoolBrown UniversityProvidenceRhode IslandUSA
| | - Paul D. Robbins
- Institute on the Biology of Aging and Metabolism, and Department of BiochemistryMolecular Biology and Biophysics University of MinnesotaMinneapolisMinnesotaUSA
| | - Dolores Di Vizio
- Departments of SurgeryBiomedical Sciences, and Pathology & Laboratory MedicineDivision of Cancer Biology and TherapeuticsCedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | - Sicheng Wen
- Division of Hematology/OncologyThe Warren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Kenneth W. Witwer
- Department of Molecular and Comparative PathobiologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
- Department of NeurologyRichman Family Precision Medicine Center of Excellence in Alzheimer’s DiseaseJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Lucia R. Languino
- Department of Cancer BiologySidney Kimmel Cancer CenterJefferson UniversityPhiladelphiaPennsylvaniaUSA
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Arnold NS, Noren Hooten N, Zhang Y, Lehrmann E, Wood W, Camejo Nunez W, Thorpe RJ, Evans MK, Dluzen DF. The association between poverty and gene expression within peripheral blood mononuclear cells in a diverse Baltimore City cohort. PLoS One 2020; 15:e0239654. [PMID: 32970748 PMCID: PMC7514036 DOI: 10.1371/journal.pone.0239654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 09/08/2020] [Indexed: 01/13/2023] Open
Abstract
Socioeconomic status (SES), living in poverty, and other social determinants of health contribute to health disparities in the United States. African American (AA) men living below poverty in Baltimore City have a higher incidence of mortality when compared to either white males or AA females living below poverty. Previous studies in our laboratory and elsewhere suggest that environmental conditions are associated with differential gene expression (DGE) patterns in peripheral blood mononuclear cells (PBMCs). DGE have also been associated with hypertension and cardiovascular disease (CVD) and correlate with race and sex. However, no studies have investigated how poverty status associates with DGE between male and female AAs and whites living in Baltimore City. We examined DGE in 52 AA and white participants of the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) cohort, who were living above or below 125% of the 2004 federal poverty line at time of sample collection. We performed a microarray to assess DGE patterns in PBMCs from these participants. AA males and females living in poverty had the most genes differentially-expressed compared with above poverty controls. Gene ontology (GO) analysis identified unique and overlapping pathways related to the endosome, single-stranded RNA binding, long-chain fatty-acyl-CoA biosynthesis, toll-like receptor signaling, and others within AA males and females living in poverty and compared with their above poverty controls. We performed RT-qPCR to validate top differentially-expressed genes in AA males. We found that KLF6, DUSP2, RBM34, and CD19 are expressed at significantly lower levels in AA males in poverty and KCTD12 is higher compared to above poverty controls. This study serves as an additional link to better understand the gene expression response in peripheral blood mononuclear cells in those living in poverty.
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Affiliation(s)
- Nicole S. Arnold
- Department of Biology, Morgan State University, Baltimore, MD, United States of America
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States of America
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States of America
| | - Elin Lehrmann
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States of America
| | - William Wood
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States of America
| | - Wendy Camejo Nunez
- Department of Biology, Morgan State University, Baltimore, MD, United States of America
| | - Roland J. Thorpe
- Program for Research on Men’s Health, Hopkins Center for Health Disparities Solutions, Johns Hopkins University, Baltimore, MD, United States of America
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States of America
| | - Douglas F. Dluzen
- Department of Biology, Morgan State University, Baltimore, MD, United States of America
- * E-mail:
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Pinto DO, DeMarino C, Vo TT, Cowen M, Kim Y, Pleet ML, Barclay RA, Noren Hooten N, Evans MK, Heredia A, Batrakova EV, Iordanskiy S, Kashanchi F. Low-Level Ionizing Radiation Induces Selective Killing of HIV-1-Infected Cells with Reversal of Cytokine Induction Using mTOR Inhibitors. Viruses 2020; 12:v12080885. [PMID: 32823598 PMCID: PMC7472203 DOI: 10.3390/v12080885] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/07/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022] Open
Abstract
HIV-1 infects 39.5 million people worldwide, and cART is effective in preventing viral spread by reducing HIV-1 plasma viral loads to undetectable levels. However, viral reservoirs persist by mechanisms, including the inhibition of autophagy by HIV-1 proteins (i.e., Nef and Tat). HIV-1 reservoirs can be targeted by the “shock and kill” strategy, which utilizes latency-reversing agents (LRAs) to activate latent proviruses and immunotarget the virus-producing cells. Yet, limitations include reduced LRA permeability across anatomical barriers and immune hyper-activation. Ionizing radiation (IR) induces effective viral activation across anatomical barriers. Like other LRAs, IR may cause inflammation and modulate the secretion of extracellular vesicles (EVs). We and others have shown that cells may secrete cytokines and viral proteins in EVs and, therefore, LRAs may contribute to inflammatory EVs. In the present study, we mitigated the effects of IR-induced inflammatory EVs (i.e., TNF-α), through the use of mTOR inhibitors (mTORi; Rapamycin and INK128). Further, mTORi were found to enhance the selective killing of HIV-1-infected myeloid and T-cell reservoirs at the exclusion of uninfected cells, potentially via inhibition of viral transcription/translation and induction of autophagy. Collectively, the proposed regimen using cART, IR, and mTORi presents a novel approach allowing for the targeting of viral reservoirs, prevention of immune hyper-activation, and selectively killing latently infected HIV-1 cells.
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Affiliation(s)
- Daniel O. Pinto
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Catherine DeMarino
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Thy T. Vo
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Maria Cowen
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Yuriy Kim
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Michelle L. Pleet
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Robert A. Barclay
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA; (N.N.H.); (M.K.E.)
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA; (N.N.H.); (M.K.E.)
| | - Alonso Heredia
- Institute of Human Virology, University of Maryland School of Medicine, University of Maryland, Baltimore, MD 21201, USA;
| | - Elena V. Batrakova
- Department of Medicine, University of North Carolina HIV Cure Center; University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA;
| | - Sergey Iordanskiy
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA;
| | - Fatah Kashanchi
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA 20110, USA; (D.O.P.); (C.D.); (T.T.V.); (M.C.); (Y.K.); (M.L.P.); (R.A.B.)
- Correspondence: ; Tel.: +703-993-9160; Fax: +703-993-7022
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Abstract
Circulating factors are well known to influence aging and age-related disease. As part of the Aging Science Talks: Science for the Community series, data was presented on two types of circulating functional biomarkers: extracellular RNA (exRNA) and extracellular vesicles (EVs). EVs in the context of type 2 diabetes mellitus was also discussed, as this is an area of interest due to the growing global epidemic of this age-related disease.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
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Wu SF, Noren Hooten N, Freeman DW, Mode NA, Zonderman AB, Evans MK. Extracellular vesicles in diabetes mellitus induce alterations in endothelial cell morphology and migration. J Transl Med 2020; 18:230. [PMID: 32517700 PMCID: PMC7285586 DOI: 10.1186/s12967-020-02398-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 06/01/2020] [Indexed: 02/08/2023] Open
Abstract
Background Inflammation-related atherosclerotic peripheral vascular disease is a major end organ complication of diabetes mellitus that results in devastating morbidity and mortality. Extracellular vesicles (EVs) are nano-sized particles that contain molecular cargo and circulate in the blood. Here, we examined EV protein cargo from diabetic individuals and whether these EVs cause functional changes in endothelial cells. Methods We quantified inflammatory protein levels in plasma-derived EVs from a longitudinal cohort of euglycemic and diabetic individuals and used in vitro endothelial cell biological assays to assess the functional effects of these EVs with samples from a cross-sectional cohort. Results We found several significant associations between EV inflammatory protein levels and diabetes status. The angiogenic factor, vascular endothelial growth factor A (VEGF-A), was associated with diabetes status in our longitudinal cohort. Those with diabetes mellitus had higher EV VEGF-A levels compared to euglycemic individuals. Additionally, EV levels of VEGF-A were significantly associated with homeostatic model assessment of insulin resistance (HOMA-IR) and β-cell function (HOMA-B). To test whether EVs with different inflammatory cargo can demonstrate different effects on endothelial cells, we performed cell migration and immunofluorescence assays. We observed that EVs from diabetic individuals increased cell lamellipodia formation and migration when compared to EVs from euglycemic individuals. Conclusions Higher levels of inflammatory proteins were found in EVs from diabetic individuals. Our data implicate EVs as playing important roles in peripheral vascular disease that occur in individuals with diabetes mellitus and suggest that EVs may serve as an informative diagnostic tool for the disease.
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Affiliation(s)
- Sharon F Wu
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - David W Freeman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA.,University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA.
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Arkorful MA, Noren Hooten N, Zhang Y, Hewitt AN, Barrientos Sanchez L, Evans MK, Dluzen DF. MicroRNA-1253 Regulation of WASF2 (WAVE2) and its Relevance to Racial Health Disparities. Genes (Basel) 2020; 11:E572. [PMID: 32443852 PMCID: PMC7288301 DOI: 10.3390/genes11050572] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/13/2020] [Accepted: 05/18/2020] [Indexed: 02/07/2023] Open
Abstract
The prevalence of hypertension among African Americans (AAs) in the US is among the highest of any demographic and affects over two-thirds of AA women. Previous data from our laboratory suggest substantial differential gene expression (DGE) of mRNAs and microRNAs (miRNAs) exists within peripheral blood mononuclear cells (PBMCs) isolated from AA and white women with or without hypertension. We hypothesized that DGE by race may contribute to racial differences in hypertension. In a reanalysis of our previous dataset, we found that the Wiskott-Aldrich syndrome protein Verprolin-homologous protein 2 (WASF2 (also known as WAVE2)) is differentially expressed in AA women with hypertension, along with several other members of the actin cytoskeleton signaling pathway that plays a role in cell shape and branching of actin filaments. We performed an in silico miRNA target prediction analysis that suggested miRNA miR-1253 regulates WASF2. Transfection of miR-1253 mimics into human umbilical vein endothelial cells (HUVECs) and human aortic endothelial cells (HAECs) significantly repressed WASF2 mRNA and protein levels (p < 0.05), and a luciferase reporter assay confirmed that miR-1253 regulates the WASF2 3' UTR (p < 0.01). miR-1253 overexpression in HUVECs significantly increased HUVEC lamellipodia formation (p < 0.01), suggesting the miR-1253-WASF2 interaction may play a role in cell shape and actin cytoskeleton function. Together, we have identified novel roles for miR-1253 and WASF2 in a hypertension-related disparities context. This may ultimately lead to the discovery of additional actin-related genes which are important in the vascular-related complications of hypertension and influence the disproportionate susceptibility to hypertension among AAs in general and AA women in particular.
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Affiliation(s)
- Mercy A. Arkorful
- Department of Biology, Morgan State University, Baltimore, MD 21251, USA;
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, Baltimore, MD 21224, USA; (N.N.H.); (A.N.H.); (L.B.S.); (M.K.E.)
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute on Aging, Baltimore, MD 21224, USA;
| | - Amirah N. Hewitt
- Laboratory of Epidemiology and Population Science, National Institute on Aging, Baltimore, MD 21224, USA; (N.N.H.); (A.N.H.); (L.B.S.); (M.K.E.)
| | - Lori Barrientos Sanchez
- Laboratory of Epidemiology and Population Science, National Institute on Aging, Baltimore, MD 21224, USA; (N.N.H.); (A.N.H.); (L.B.S.); (M.K.E.)
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, Baltimore, MD 21224, USA; (N.N.H.); (A.N.H.); (L.B.S.); (M.K.E.)
| | - Douglas F. Dluzen
- Department of Biology, Morgan State University, Baltimore, MD 21251, USA;
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Abstract
Emerging evidence indicates that noncoding RNAs play regulatory roles in aging and disease. The functional roles of long noncoding RNAs (lncRNAs) in physiology and disease are not completely understood. Little is known about lncRNAs in the context of human aging and socio-environmental conditions. Microarray profiling of lncRNAs and mRNAs from peripheral blood mononuclear cells from young and old white (n=16) and African American (AA) males (n=16) living above or below poverty from the Healthy Aging in Neighborhoods of Diversity across the Life Span study revealed changes in both lncRNAs and mRNAs with age and poverty status in white males, but not in AA males. We validated lncRNA changes in an expanded cohort (n=40); CTD-3247F14.2, GAS5, H19, TERC and MEG3 changed significantly with age, whereas AK022914,GAS5, KB-1047C11.2, MEG3 and XLOC_003262 changed with poverty. Mitochondrial function and response to DNA damage and stress were pathways enriched in younger individuals. Response to stress, viral infection, and immune signals were pathways enriched in individuals living above poverty. These data show that both human age and a marker of social adversity influence lncRNA expression, which may provide insight about molecular pathways underlying aging and social factors that affect disparities in aging and disease.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
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Abstract
Diabetes mellitus type 2, a chronic metabolic disease, has globally increased in incidence and prevalence throughout the lifespan due to the rise in obesity and sedentary lifestyle. The end-organ cardiovascular and cerebrovascular effects of diabetes mellitus result in significant morbidity and mortality that increases with age. Thus, it is crucial to fully understand how molecular mechanisms are influenced by diabetes mellitus and may influence the development of end-organ complications. Circulating factors are known to play important physiological and pathological roles in diabetes. Recent data have implicated extracellular vesicles (EVs) as being circulating mediators in type 2 diabetes. These small lipid-bound vesicles are released by cells into the circulation and can carry functional cargo, including lipids, proteins, and nucleic acids, to neighboring cells or between tissues. In this review, we will summarize the current evidence for EVs as promising diagnostic and prognostic factors in diabetes, the mechanisms that drive EV alterations with diabetes, and the role EVs play in the pathology associated with diabetes.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
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Noren Hooten N, McFarland MH, Freeman DW, Mode NA, Ezike N, Zonderman AB, Evans MK. Association of Extracellular Vesicle Protein Cargo with Race and Clinical Markers of Mortality. Sci Rep 2019; 9:17582. [PMID: 31772226 PMCID: PMC6879565 DOI: 10.1038/s41598-019-53640-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 10/29/2019] [Indexed: 02/06/2023] Open
Abstract
Differential mortality rates remain a significant health disparity in the United States, suggesting the need to investigate novel potential molecular markers associated with mortality. Extracellular vesicles (EVs), including exosomes, microvesicles and apoptotic bodies, are lipid-bound vesicles secreted by cells into the circulation. EVs mediate intercellular communication by shuttling functional signaling molecules as cargo. EV characteristics by race in the context of mortality risk factors have not been described. We isolated plasma EVs from a cross-sectional cohort of African Americans (AA) and whites and found no significant differences in EV size, distribution or concentration between race or by sex. However, EV cargo showed increased levels of phospho-p53, total p53, cleaved caspase 3, ERK1/2 and phospho-AKT in white individuals compared to AAs. phospho-IGF-1R levels were significantly higher in females compared to males. EV concentration was significantly associated with several clinical mortality risk factors: high-sensitivity C-reactive protein (hsCRP), homeostatic model assessment of insulin resistance (HOMA-IR), alkaline phosphatase, body mass index, waist circumference and pulse pressure. The association of EV proteins with mortality markers were dependent on race. These data suggest that EV cargo can differ by race and sex and is associated with mortality risk factors.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Minna H McFarland
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.,University of North Carolina at Chapel Hill Department of Neuroscience, Chapel Hill, NC, USA
| | - David W Freeman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.,University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Ngozi Ezike
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.
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Russell AE, Sneider A, Witwer KW, Bergese P, Bhattacharyya SN, Cocks A, Cocucci E, Erdbrügger U, Falcon-Perez JM, Freeman DW, Gallagher TM, Hu S, Huang Y, Jay SM, Kano SI, Lavieu G, Leszczynska A, Llorente AM, Lu Q, Mahairaki V, Muth DC, Noren Hooten N, Ostrowski M, Prada I, Sahoo S, Schøyen TH, Sheng L, Tesch D, Van Niel G, Vandenbroucke RE, Verweij FJ, Villar AV, Wauben M, Wehman AM, Yin H, Carter DRF, Vader P. Biological membranes in EV biogenesis, stability, uptake, and cargo transfer: an ISEV position paper arising from the ISEV membranes and EVs workshop. J Extracell Vesicles 2019; 8:1684862. [PMID: 31762963 PMCID: PMC6853251 DOI: 10.1080/20013078.2019.1684862] [Citation(s) in RCA: 148] [Impact Index Per Article: 29.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/23/2019] [Accepted: 10/04/2019] [Indexed: 02/07/2023] Open
Abstract
Paracrine and endocrine roles have increasingly been ascribed to extracellular vesicles (EVs) generated by multicellular organisms. Central to the biogenesis, content, and function of EVs are their delimiting lipid bilayer membranes. To evaluate research progress on membranes and EVs, the International Society for Extracellular Vesicles (ISEV) conducted a workshop in March 2018 in Baltimore, Maryland, USA, bringing together key opinion leaders and hands-on researchers who were selected on the basis of submitted applications. The workshop was accompanied by two scientific surveys and covered four broad topics: EV biogenesis and release; EV uptake and fusion; technologies and strategies used to study EV membranes; and EV transfer and functional assays. In this ISEV position paper, we synthesize the results of the workshop and the related surveys to outline important outstanding questions about EV membranes and describe areas of consensus. The workshop discussions and survey responses reveal that while much progress has been made in the field, there are still several concepts that divide opinion. Good consensus exists in some areas, including particular aspects of EV biogenesis, uptake and downstream signalling. Areas with little to no consensus include EV storage and stability, as well as whether and how EVs fuse with target cells. Further research is needed in these key areas, as a better understanding of membrane biology will contribute substantially towards advancing the field of extracellular vesicles.
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Affiliation(s)
- Ashley E. Russell
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alexandra Sneider
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Kenneth W. Witwer
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Paolo Bergese
- Department of Molecular and Translational Medicine, Università degli Studi di Brescia, CSGI and INSTM, Brescia, Italy
| | | | | | - Emanuele Cocucci
- Division of Pharmaceutics and Pharmacology, College of Pharmacy, Columbus, OH, USA
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | | | - Juan M. Falcon-Perez
- Exosomes laboratory and Metabolomics Platform, CIC bioGUNE, CIBERehd, Bizkaia, Spain
- IKERBASQUE, Basque Foundation for Science, Bizkaia, Spain
| | - David W. Freeman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Thomas M. Gallagher
- Department of Microbiology and Immunology, Loyola University Chicago, Chicago, IL, USA
| | - Shuaishuai Hu
- School of Biological and Healthy Sciences, Technological University Dublin, Dublin, Ireland
| | - Yiyao Huang
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Clinical Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Steven M. Jay
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Shin-ichi Kano
- Department of Psychiatry and Behavioral Neurobiology, The University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Gregory Lavieu
- INSERM U932, Institut Curie, PSL Research University, France
| | | | - Alicia M. Llorente
- Department of Molecular Cell Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Quan Lu
- Program in Molecular and Integrative Physiological Sciences Departments of Environmental Health, Genetics & Complex Diseases Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Vasiliki Mahairaki
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Dillon C. Muth
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Matias Ostrowski
- INBIRS Institute, UBA-CONICET School of Medicine University of Buenos Aires, Buenos Aires, Argentina
| | | | - Susmita Sahoo
- Cardiovascular Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tine Hiorth Schøyen
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- K. G. Jebsen - Thrombosis Research and Expertise Center (TREC), Department of Clinical Medicine, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Lifu Sheng
- Department of Pathology, University of Washington School of Medicine, Seattle, WA, USA
| | - Deanna Tesch
- Department of Chemistry, Shaw University, Raleigh, NC, USA
| | - Guillaume Van Niel
- Institute for Psychiatry and Neuroscience of Paris, INSERM U1266, Hopital Saint-Anne, Université Descartes, Paris, France
| | - Roosmarijn E. Vandenbroucke
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Frederik J. Verweij
- Institute for Psychiatry and Neuroscience of Paris, INSERM U1266, Hopital Saint-Anne, Université Descartes, Paris, France
| | - Ana V. Villar
- Instituto de Biomedicina y Biotecnología de Cantabria (IBBTEC) CSIC-Universidad de Cantabria and Departamento de Fisiología y Farmacología, Universidad de Cantabria, Santander, Spain
| | - Marca Wauben
- Department of Biochemistry and Cell Biology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Ann M. Wehman
- Rudolf Virchow Center, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
| | - Hang Yin
- School of Pharmaceutical Sciences, Tsinghua University-Peking University Joint Center for Life Sciences, Tsinghua University, Beijing, China
| | | | - Pieter Vader
- Laboratory of Clinical Chemistry and Haematology & Department of Experimental Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands
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Noh JH, Kim KM, Pandey PR, Noren Hooten N, Munk R, Kundu G, De S, Martindale JL, Yang X, Evans MK, Abdelmohsen K, Gorospe M. Loss of RNA-binding protein GRSF1 activates mTOR to elicit a proinflammatory transcriptional program. Nucleic Acids Res 2019; 47:2472-2486. [PMID: 30753671 PMCID: PMC6412117 DOI: 10.1093/nar/gkz082] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 01/24/2019] [Accepted: 01/31/2019] [Indexed: 02/06/2023] Open
Abstract
The RNA-binding protein GRSF1 (G-rich RNA sequence-binding factor 1) critically maintains mitochondrial homeostasis. Accordingly, loss of GRSF1 impaired mitochondrial respiration and increased the levels of reactive oxygen species (ROS), triggering DNA damage, growth suppression, and a senescent phenotype characterized by elevated production and secretion of interleukin (IL)6. Here, we characterize the pathways that govern IL6 production in response to mitochondrial dysfunction in GRSF1-depleted cells. We report that loss of GRSF1 broadly altered protein expression programs, impairing the function of respiratory complexes I and IV. The rise in oxidative stress led to increased DNA damage and activation of mTOR, which in turn activated NF-κB to induce IL6 gene transcription and orchestrate a pro-inflammatory program. Collectively, our results indicate that GRSF1 helps preserve mitochondrial homeostasis, in turn preventing oxidative DNA damage and the activation of mTOR and NF-κB, and suppressing a transcriptional pro-inflammatory program leading to increased IL6 production.
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Affiliation(s)
- Ji Heon Noh
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA.,Department of Biotechnology, Chonnam National University, Yeosu, Chonnam 59626, Republic of Korea
| | - Kyoung Mi Kim
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Poonam R Pandey
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Rachel Munk
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Gautam Kundu
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Supriyo De
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Jennifer L Martindale
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Xiaoling Yang
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Kotb Abdelmohsen
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
| | - Myriam Gorospe
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA
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Prince CS, Noren Hooten N, Mode NA, Zhang Y, Ejiogu N, Becker KG, Zonderman AB, Evans MK. Frailty in middle age is associated with frailty status and race-specific changes to the transcriptome. Aging (Albany NY) 2019; 11:5518-5534. [PMID: 31395793 PMCID: PMC6710041 DOI: 10.18632/aging.102135] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 07/27/2019] [Indexed: 01/04/2023]
Abstract
Frailty is an aging-associated syndrome resulting from diminished capacity to respond to stressors and is a significant risk factor for disability and mortality. Although frailty is usually studied in old age, it is present in mid-life. Given the increases in mortality statistics among middle-aged Americans, understanding molecular drivers of frailty in a younger, diverse cohort may facilitate identifying pathways for early intervention. We analyzed frailty-associated, genome-wide transcriptional changes in middle-aged blacks and whites. Next generation RNA sequencing was completed using total RNA from peripheral blood mononuclear cells (n = 16). We analyzed differential gene expression patterns and completed a parametric analysis of gene set enrichment (PAGE). Differential gene expression was validated using RT-qPCR (n = 52). We identified 5,082 genes differentially expressed with frailty. Frailty altered gene expression patterns and biological pathways differently in blacks and whites, including pathways related to inflammation and immunity. The validation study showed a significant two-way interaction between frailty, race, and expression of the cytokine IL1B and the transcription factor EGR1. The glucose transporter, SLC2A6, the neutrophil receptor, FCGR3B, and the accessory protein, C17orf56, were decreased with frailty. These results suggest that there may be demographic dependent, divergent biological pathways underlying frailty in middle-aged adults.
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Affiliation(s)
- Calais S Prince
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Ngozi Ejiogu
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Kevin G Becker
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
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Théry C, Witwer KW, Aikawa E, Alcaraz MJ, Anderson JD, Andriantsitohaina R, Antoniou A, Arab T, Archer F, Atkin-Smith GK, Ayre DC, Bach JM, Bachurski D, Baharvand H, Balaj L, Baldacchino S, Bauer NN, Baxter AA, Bebawy M, Beckham C, Bedina Zavec A, Benmoussa A, Berardi AC, Bergese P, Bielska E, Blenkiron C, Bobis-Wozowicz S, Boilard E, Boireau W, Bongiovanni A, Borràs FE, Bosch S, Boulanger CM, Breakefield X, Breglio AM, Brennan MÁ, Brigstock DR, Brisson A, Broekman MLD, Bromberg JF, Bryl-Górecka P, Buch S, Buck AH, Burger D, Busatto S, Buschmann D, Bussolati B, Buzás EI, Byrd JB, Camussi G, Carter DRF, Caruso S, Chamley LW, Chang YT, Chen C, Chen S, Cheng L, Chin AR, Clayton A, Clerici SP, Cocks A, Cocucci E, Coffey RJ, Cordeiro-da-Silva A, Couch Y, Coumans FAW, Coyle B, Crescitelli R, Criado MF, D’Souza-Schorey C, Das S, Datta Chaudhuri A, de Candia P, De Santana EF, De Wever O, del Portillo HA, Demaret T, Deville S, Devitt A, Dhondt B, Di Vizio D, Dieterich LC, Dolo V, Dominguez Rubio AP, Dominici M, Dourado MR, Driedonks TAP, Duarte FV, Duncan HM, Eichenberger RM, Ekström K, EL Andaloussi S, Elie-Caille C, Erdbrügger U, Falcón-Pérez JM, Fatima F, Fish JE, Flores-Bellver M, Försönits A, Frelet-Barrand A, Fricke F, Fuhrmann G, Gabrielsson S, Gámez-Valero A, Gardiner C, Gärtner K, Gaudin R, Gho YS, Giebel B, Gilbert C, Gimona M, Giusti I, Goberdhan DCI, Görgens A, Gorski SM, Greening DW, Gross JC, Gualerzi A, Gupta GN, Gustafson D, Handberg A, Haraszti RA, Harrison P, Hegyesi H, Hendrix A, Hill AF, Hochberg FH, Hoffmann KF, Holder B, Holthofer H, Hosseinkhani B, Hu G, Huang Y, Huber V, Hunt S, Ibrahim AGE, Ikezu T, Inal JM, Isin M, Ivanova A, Jackson HK, Jacobsen S, Jay SM, Jayachandran M, Jenster G, Jiang L, Johnson SM, Jones JC, Jong A, Jovanovic-Talisman T, Jung S, Kalluri R, Kano SI, Kaur S, Kawamura Y, Keller ET, Khamari D, Khomyakova E, Khvorova A, Kierulf P, Kim KP, Kislinger T, Klingeborn M, Klinke DJ, Kornek M, Kosanović MM, Kovács ÁF, Krämer-Albers EM, Krasemann S, Krause M, Kurochkin IV, Kusuma GD, Kuypers S, Laitinen S, Langevin SM, Languino LR, Lannigan J, Lässer C, Laurent LC, Lavieu G, Lázaro-Ibáñez E, Le Lay S, Lee MS, Lee YXF, Lemos DS, Lenassi M, Leszczynska A, Li ITS, Liao K, Libregts SF, Ligeti E, Lim R, Lim SK, Linē A, Linnemannstöns K, Llorente A, Lombard CA, Lorenowicz MJ, Lörincz ÁM, Lötvall J, Lovett J, Lowry MC, Loyer X, Lu Q, Lukomska B, Lunavat TR, Maas SLN, Malhi H, Marcilla A, Mariani J, Mariscal J, Martens-Uzunova ES, Martin-Jaular L, Martinez MC, Martins VR, Mathieu M, Mathivanan S, Maugeri M, McGinnis LK, McVey MJ, Meckes DG, Meehan KL, Mertens I, Minciacchi VR, Möller A, Møller Jørgensen M, Morales-Kastresana A, Morhayim J, Mullier F, Muraca M, Musante L, Mussack V, Muth DC, Myburgh KH, Najrana T, Nawaz M, Nazarenko I, Nejsum P, Neri C, Neri T, Nieuwland R, Nimrichter L, Nolan JP, Nolte-’t Hoen ENM, Noren Hooten N, O’Driscoll L, O’Grady T, O’Loghlen A, Ochiya T, Olivier M, Ortiz A, Ortiz LA, Osteikoetxea X, Østergaard O, Ostrowski M, Park J, Pegtel DM, Peinado H, Perut F, Pfaffl MW, Phinney DG, Pieters BCH, Pink RC, Pisetsky DS, Pogge von Strandmann E, Polakovicova I, Poon IKH, Powell BH, Prada I, Pulliam L, Quesenberry P, Radeghieri A, Raffai RL, Raimondo S, Rak J, Ramirez MI, Raposo G, Rayyan MS, Regev-Rudzki N, Ricklefs FL, Robbins PD, Roberts DD, Rodrigues SC, Rohde E, Rome S, Rouschop KMA, Rughetti A, Russell AE, Saá P, Sahoo S, Salas-Huenuleo E, Sánchez C, Saugstad JA, Saul MJ, Schiffelers RM, Schneider R, Schøyen TH, Scott A, Shahaj E, Sharma S, Shatnyeva O, Shekari F, Shelke GV, Shetty AK, Shiba K, Siljander PRM, Silva AM, Skowronek A, Snyder OL, Soares RP, Sódar BW, Soekmadji C, Sotillo J, Stahl PD, Stoorvogel W, Stott SL, Strasser EF, Swift S, Tahara H, Tewari M, Timms K, Tiwari S, Tixeira R, Tkach M, Toh WS, Tomasini R, Torrecilhas AC, Tosar JP, Toxavidis V, Urbanelli L, Vader P, van Balkom BWM, van der Grein SG, Van Deun J, van Herwijnen MJC, Van Keuren-Jensen K, van Niel G, van Royen ME, van Wijnen AJ, Vasconcelos MH, Vechetti IJ, Veit TD, Vella LJ, Velot É, Verweij FJ, Vestad B, Viñas JL, Visnovitz T, Vukman KV, Wahlgren J, Watson DC, Wauben MHM, Weaver A, Webber JP, Weber V, Wehman AM, Weiss DJ, Welsh JA, Wendt S, Wheelock AM, Wiener Z, Witte L, Wolfram J, Xagorari A, Xander P, Xu J, Yan X, Yáñez-Mó M, Yin H, Yuana Y, Zappulli V, Zarubova J, Žėkas V, Zhang JY, Zhao Z, Zheng L, Zheutlin AR, Zickler AM, Zimmermann P, Zivkovic AM, Zocco D, Zuba-Surma EK. Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines. J Extracell Vesicles 2018; 7:1535750. [PMID: 30637094 PMCID: PMC6322352 DOI: 10.1080/20013078.2018.1535750] [Citation(s) in RCA: 6146] [Impact Index Per Article: 1024.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 09/25/2018] [Indexed: 11/04/2022] Open
Abstract
The last decade has seen a sharp increase in the number of scientific publications describing physiological and pathological functions of extracellular vesicles (EVs), a collective term covering various subtypes of cell-released, membranous structures, called exosomes, microvesicles, microparticles, ectosomes, oncosomes, apoptotic bodies, and many other names. However, specific issues arise when working with these entities, whose size and amount often make them difficult to obtain as relatively pure preparations, and to characterize properly. The International Society for Extracellular Vesicles (ISEV) proposed Minimal Information for Studies of Extracellular Vesicles ("MISEV") guidelines for the field in 2014. We now update these "MISEV2014" guidelines based on evolution of the collective knowledge in the last four years. An important point to consider is that ascribing a specific function to EVs in general, or to subtypes of EVs, requires reporting of specific information beyond mere description of function in a crude, potentially contaminated, and heterogeneous preparation. For example, claims that exosomes are endowed with exquisite and specific activities remain difficult to support experimentally, given our still limited knowledge of their specific molecular machineries of biogenesis and release, as compared with other biophysically similar EVs. The MISEV2018 guidelines include tables and outlines of suggested protocols and steps to follow to document specific EV-associated functional activities. Finally, a checklist is provided with summaries of key points.
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Affiliation(s)
- Clotilde Théry
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | - Kenneth W Witwer
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD, USA
| | - Elena Aikawa
- Brigham and Women’s Hospital, Center for Interdisciplinary Cardiovascular Sciences, Boston, MA, USA
- Harvard Medical School, Cardiovascular Medicine, Boston, MA, USA
| | - Maria Jose Alcaraz
- Interuniversity Research Institute for Molecular Recognition and Technological Development (IDM), University of Valencia, Polytechnic University of Valencia, Valencia, Spain
| | | | | | - Anna Antoniou
- German Centre for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University Hospital Bonn (UKB), Bonn, Germany
| | - Tanina Arab
- Université de Lille, INSERM, U-1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse - PRISM, Lille, France
| | - Fabienne Archer
- University of Lyon, INRA, EPHE, UMR754 Viral Infections and Comparative Pathology, Lyon, France
| | - Georgia K Atkin-Smith
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - D Craig Ayre
- Atlantic Cancer Research Institute, Moncton, Canada
- Mount Allison University, Department of Chemistry and Biochemistry, Sackville, Canada
| | - Jean-Marie Bach
- Université Bretagne Loire, Oniris, INRA, IECM, Nantes, France
| | - Daniel Bachurski
- University of Cologne, Department of Internal Medicine I, Cologne, Germany
| | - Hossein Baharvand
- Royan Institute for Stem Cell Biology and Technology, ACECR, Cell Science Research Center, Department of Stem Cells and Developmental Biology, Tehran, Iran
- University of Science and Culture, ACECR, Department of Developmental Biology, Tehran, Iran
| | - Leonora Balaj
- Massachusetts General Hospital, Department of Neurosurgery, Boston, MA, USA
| | | | - Natalie N Bauer
- University of South Alabama, Department of Pharmacology, Center for Lung Biology, Mobile, AL, USA
| | - Amy A Baxter
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Mary Bebawy
- University of Technology Sydney, Discipline of Pharmacy, Graduate School of Health, Sydney, Australia
| | | | - Apolonija Bedina Zavec
- National Institute of Chemistry, Department of Molecular Biology and Nanobiotechnology, Ljubljana, Slovenia
| | - Abderrahim Benmoussa
- Université Laval, Centre de Recherche du CHU de Québec, Department of Infectious Diseases and Immunity, Quebec City, Canada
| | | | - Paolo Bergese
- CSGI - Research Center for Colloids and Nanoscience, Florence, Italy
- INSTM - National Interuniversity Consortium of Materials Science and Technology, Florence, Italy
- University of Brescia, Department of Molecular and Translational Medicine, Brescia, Italy
| | - Ewa Bielska
- University of Birmingham, Institute of Microbiology and Infection, Birmingham, UK
| | | | - Sylwia Bobis-Wozowicz
- Jagiellonian University, Faculty of Biochemistry, Biophysics and Biotechnology, Department of Cell Biology, Kraków, Poland
| | - Eric Boilard
- Université Laval, Centre de Recherche du CHU de Québec, Department of Infectious Diseases and Immunity, Quebec City, Canada
| | - Wilfrid Boireau
- FEMTO-ST Institute, UBFC, CNRS, ENSMM, UTBM, Besançon, France
| | - Antonella Bongiovanni
- Institute of Biomedicine and Molecular Immunology (IBIM), National Research Council (CNR) of Italy, Palermo, Italy
| | - Francesc E Borràs
- Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, REMAR-IVECAT Group, Badalona, Spain
- Germans Trias i Pujol University Hospital, Nephrology Service, Badalona, Spain
- Universitat Autònoma de Barcelona, Department of Cell Biology, Physiology & Immunology, Barcelona, Spain
| | - Steffi Bosch
- Université Bretagne Loire, Oniris, INRA, IECM, Nantes, France
| | - Chantal M Boulanger
- INSERM UMR-S 970, Paris Cardiovascular Research Center, Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Xandra Breakefield
- Massachusetts General Hospital and Neuroscience Program, Harvard Medical School, Department of Neurology and Radiology, Boston, MA, USA
| | - Andrew M Breglio
- Icahn School of Medicine at Mount Sinai, New York City, NY, USA
- National Institutes of Health, National Institute on Deafness and Other Communication Disorders, Bethesda, MD, USA
| | - Meadhbh Á Brennan
- Harvard University, School of Engineering and Applied Sciences, Cambridge, MA, USA
- Massachusetts General Hospital, Harvard Medical School, Department of Neurology, Boston, MA, USA
- Université de Nantes, INSERM UMR 1238, Bone Sarcoma and Remodeling of Calcified Tissues, PhyOS, Nantes, France
| | - David R Brigstock
- Nationwide Children’s Hospital, Columbus, OH, USA
- The Ohio State University, Columbus, OH, USA
| | - Alain Brisson
- UMR-CBMN, CNRS-Université de Bordeaux, Bordeaux, France
| | - Marike LD Broekman
- Haaglanden Medical Center, Department of Neurosurgery, The Hague, The Netherlands
- Leiden University Medical Center, Department of Neurosurgery, Leiden, The Netherlands
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Jacqueline F Bromberg
- Memorial Sloan Kettering Cancer Center, Department of Medicine, New York City, NY, USA
- Weill Cornell Medicine, Department of Medicine, New York City, NY, USA
| | | | - Shilpa Buch
- University of Nebraska Medical Center, Department of Pharmacology and Experimental Neuroscience, Omaha, NE, USA
| | - Amy H Buck
- University of Edinburgh, Institute of Immunology & Infection Research, Edinburgh, UK
| | - Dylan Burger
- Kidney Research Centre, Ottawa, Canada
- Ottawa Hospital Research Institute, Ottawa, Canada
- University of Ottawa, Ottawa, Canada
| | - Sara Busatto
- Mayo Clinic, Department of Transplantation, Jacksonville, FL, USA
- University of Brescia, Department of Molecular and Translational Medicine, Brescia, Italy
| | - Dominik Buschmann
- Technical University of Munich, TUM School of Life Sciences Weihenstephan, Division of Animal Physiology and Immunology, Freising, Germany
| | - Benedetta Bussolati
- University of Torino, Department of Molecular Biotechnology and Health Sciences, Torino, Italy
| | - Edit I Buzás
- MTA-SE Immuno-Proteogenomics Research Groups, Budapest, Hungary
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - James Bryan Byrd
- University of Michigan, Department of Medicine, Ann Arbor, MI, USA
| | - Giovanni Camussi
- University of Torino, Department of Medical Sciences, Torino, Italy
| | - David RF Carter
- Oxford Brookes University, Department of Biological and Medical Sciences, Oxford, UK
| | - Sarah Caruso
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Lawrence W Chamley
- University of Auckland, Department of Obstetrics and Gynaecology, Auckland, New Zealand
| | - Yu-Ting Chang
- National Taiwan University Hospital, Department of Internal Medicine, Taipei, Taiwan
| | - Chihchen Chen
- National Tsing Hua University, Department of Power Mechanical Engineering, Hsinchu, Taiwan
- National Tsing Hua University, Institute of Nanoengineering and Microsystems, Hsinchu, Taiwan
| | - Shuai Chen
- Leibniz Institute for Farm Animal Biology (FBN), Institute of Reproductive Biology, Dummerstorf, Germany
| | - Lesley Cheng
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | | | - Aled Clayton
- Cardiff University, School of Medicine, Cardiff, UK
| | | | - Alex Cocks
- Cardiff University, School of Medicine, Cardiff, UK
| | - Emanuele Cocucci
- The Ohio State University, College of Pharmacy, Division of Pharmaceutics and Pharmaceutical Chemistry, Columbus, OH, USA
- The Ohio State University, Comprehensive Cancer Center, Columbus, OH, USA
| | - Robert J Coffey
- Vanderbilt University Medical Center, Epithelial Biology Center, Department of Medicine, Nashville, TN, USA
| | | | - Yvonne Couch
- University of Oxford, Radcliffe Department of Medicine, Acute Stroke Programme - Investigative Medicine, Oxford, UK
| | - Frank AW Coumans
- Academic Medical Centre of the University of Amsterdam, Department of Clinical Chemistry and Vesicle Observation Centre, Amsterdam, The Netherlands
| | - Beth Coyle
- The University of Nottingham, School of Medicine, Children’s Brain Tumour Research Centre, Nottingham, UK
| | - Rossella Crescitelli
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | | | | | - Saumya Das
- Massachusetts General Hospital, Boston, MA, USA
| | - Amrita Datta Chaudhuri
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD, USA
| | | | - Eliezer F De Santana
- The Sociedade Beneficente Israelita Brasileira Albert Einstein, São Paulo, Brazil
| | - Olivier De Wever
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | - Hernando A del Portillo
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Institut d’Investigació Germans Trias i Pujol (IGTP), PVREX group, Badalona, Spain
- ISGlobal, Hospital Clínic - Universitat de Barcelona, PVREX Group, Barcelona, Spain
| | - Tanguy Demaret
- Université Catholique de Louvain, Institut de Recherche Expérimentale et Clinique (IREC), Laboratory of Pediatric Hepatology and Cell Therapy, Brussels, Belgium
| | - Sarah Deville
- Universiteit Hasselt, Diepenbeek, Belgium
- Vlaamse Instelling voor Technologisch Onderzoek (VITO), Mol, Belgium
| | - Andrew Devitt
- Aston University, School of Life & Health Sciences, Birmingham, UK
| | - Bert Dhondt
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University Hospital, Department of Urology, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | | | | | - Vincenza Dolo
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Ana Paula Dominguez Rubio
- Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Química Biológica, Buenos Aires, Argentina
| | - Massimo Dominici
- TPM of Mirandola, Mirandola, Italy
- University of Modena and Reggio Emilia, Division of Oncology, Modena, Italy
| | - Mauricio R Dourado
- University of Campinas, Piracicaba Dental School, Department of Oral Diagnosis, Piracicaba, Brazil
- University of Oulu, Faculty of Medicine, Cancer and Translational Medicine Research Unit, Oulu, Finland
| | - Tom AP Driedonks
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | | | - Heather M Duncan
- McGill University, Division of Experimental Medicine, Montreal, Canada
- McGill University, The Research Institute of the McGill University Health Centre, Child Health and Human Development Program, Montreal, Canada
| | - Ramon M Eichenberger
- James Cook University, Australian Institute of Tropical Health and Medicine, Centre for Biodiscovery and Molecular Development of Therapeutics, Cairns, Australia
| | - Karin Ekström
- University of Gothenburg, Institute of Clinical Sciences at Sahlgrenska Academy, Department of Biomaterials, Gothenburg, Sweden
| | - Samir EL Andaloussi
- Evox Therapeutics Limited, Oxford, UK
- Karolinska Institute, Stockholm, Sweden
| | | | - Uta Erdbrügger
- University of Virginia Health System, Department of Medicine, Division of Nephrology, Charlottesville, VA, USA
| | - Juan M Falcón-Pérez
- CIC bioGUNE, CIBERehd, Exosomes Laboratory & Metabolomics Platform, Derio, Spain
- IKERBASQUE Research Science Foundation, Bilbao, Spain
| | - Farah Fatima
- University of São Paulo, Ribeirão Preto Medical School, Department of Pathology and Forensic Medicine, Ribeirão Preto, Brazil
| | - Jason E Fish
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada
| | - Miguel Flores-Bellver
- University of Colorado, School of Medicine, Department of Ophthalmology, Cell Sight-Ocular Stem Cell and Regeneration Program, Aurora, CO, USA
| | - András Försönits
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | | | - Fabia Fricke
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Applied Tumor Biology, Heidelberg, Germany
- University Hospital Heidelberg, Institute of Pathology, Applied Tumor Biology, Heidelberg, Germany
| | - Gregor Fuhrmann
- Helmholtz-Centre for Infection Research, Braunschweig, Germany
- Helmholtz-Institute for Pharmaceutical Research Saarland, Saarbrücken, Germany
- Saarland University, Saarbrücken, Germany
| | - Susanne Gabrielsson
- Karolinska Institute, Department of Medicine Solna, Division for Immunology and Allergy, Stockholm, Sweden
| | - Ana Gámez-Valero
- Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, REMAR-IVECAT Group, Badalona, Spain
- Universitat Autònoma de Barcelona, Hospital Universitari and Health Sciences Research Institute Germans Trias i Pujol, Department of Pathology, Barcelona, Spain
| | | | - Kathrin Gärtner
- Helmholtz Center Munich German Research Center for Environmental Health, Research Unit Gene Vectors, Munich, Germany
| | - Raphael Gaudin
- INSERM U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - Yong Song Gho
- POSTECH (Pohang University of Science and Technology), Department of Life Sciences, Pohang, South Korea
| | - Bernd Giebel
- University Hospital Essen, University Duisburg-Essen, Institute for Transfusion Medicine, Essen, Germany
| | - Caroline Gilbert
- Université Laval, Centre de Recherche du CHU de Québec, Department of Infectious Diseases and Immunity, Quebec City, Canada
| | - Mario Gimona
- Paracelsus Medical University, GMP Unit, Salzburg, Austria
| | - Ilaria Giusti
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Deborah CI Goberdhan
- University of Oxford, Department of Physiology, Anatomy and Genetics, Oxford, UK
| | - André Görgens
- Evox Therapeutics Limited, Oxford, UK
- Karolinska Institute, Clinical Research Center, Department of Laboratory Medicine, Stockholm, Sweden
- University Hospital Essen, University Duisburg-Essen, Institute for Transfusion Medicine, Essen, Germany
| | - Sharon M Gorski
- BC Cancer, Canada’s Michael Smith Genome Sciences Centre, Vancouver, Canada
- Simon Fraser University, Department of Molecular Biology and Biochemistry, Burnaby, Canada
| | - David W Greening
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Julia Christina Gross
- University Medical Center Göttingen, Developmental Biochemistry, Göttingen, Germany
- University Medical Center Göttingen, Hematology and Oncology, Göttingen, Germany
| | - Alice Gualerzi
- IRCCS Fondazione Don Carlo Gnocchi, Laboratory of Nanomedicine and Clinical Biophotonics (LABION), Milan, Italy
| | - Gopal N Gupta
- Loyola University Chicago, Department of Urology, Maywood, IL, USA
| | - Dakota Gustafson
- University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada
| | - Aase Handberg
- Aalborg University Hospital, Department of Clinical Biochemistry, Aalborg, Denmark
- Aalborg University, Clinical Institute, Aalborg, Denmark
| | - Reka A Haraszti
- University of Massachusetts Medical School, RNA Therapeutics Institute, Worcester, MA, USA
| | | | - Hargita Hegyesi
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - An Hendrix
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | - Andrew F Hill
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Fred H Hochberg
- Scintillon Institute, La Jolla, CA, USA
- University of California, San Diego, Department of Neurosurgery, La Jolla, CA, USA
| | - Karl F Hoffmann
- Aberystwyth University, Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth, United Kingdom
| | - Beth Holder
- Imperial College London, London, UK
- MRC The Gambia, Fajara, The Gambia
| | | | - Baharak Hosseinkhani
- Hasselt University, Biomedical Research Institute (BIOMED), Department of Medicine and Life Sciences, Hasselt, Belgium
| | - Guoku Hu
- University of Nebraska Medical Center, Department of Pharmacology and Experimental Neuroscience, Omaha, NE, USA
| | - Yiyao Huang
- Nanfang Hospital, Southern Medical University, Department of Clinical Laboratory Medicine, Guangzhou, China
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Veronica Huber
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Immunotherapy of Human Tumors, Milan, Italy
| | | | | | - Tsuneya Ikezu
- Boston University School of Medicine, Boston, MA, USA
| | - Jameel M Inal
- University of Hertfordshire, School of Life and Medical Sciences, Biosciences Research Group, Hatfield, UK
| | - Mustafa Isin
- Istanbul University Oncology Institute, Basic Oncology Department, Istanbul, Turkey
| | - Alena Ivanova
- German Cancer Research Center (DKFZ), Division Signaling and Functional Genomics, Heidelberg, Germany
| | - Hannah K Jackson
- The University of Nottingham, School of Medicine, Children’s Brain Tumour Research Centre, Nottingham, UK
| | - Soren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Section 4242 - Rigshospitalet, Copenhagen, Denmark
- University of Copenhagen, Institute of Clinical Medicine, Copenhagen, Denmark
| | - Steven M Jay
- University of Maryland, Fischell Department of Bioengineering, College Park, MD, USA
| | - Muthuvel Jayachandran
- Mayo Clinic, College of Medicine, Department of Physiology and Biomedical Engineering, Rochester, MN, USA
| | | | - Lanzhou Jiang
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Suzanne M Johnson
- University of Manchester, Division of Cancer Sciences, Manchester Cancer Research Centre, Manchester, UK
| | - Jennifer C Jones
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD, USA
| | - Ambrose Jong
- Children’s Hospital of Los Angeles, Los Angeles, CA, USA
- University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Tijana Jovanovic-Talisman
- City of Hope Comprehensive Cancer Center, Beckman Research Institute, Department of Molecular Medicine, Duarte, CA, USA
| | - Stephanie Jung
- German Research Center for Environmental Health, Institute for Virology, Munich, Germany
| | - Raghu Kalluri
- University of Texas MD Anderson Cancer Center, Department of Cancer Biology, Metastasis Research Center, Houston, TX, USA
| | - Shin-ichi Kano
- The Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, USA
| | - Sukhbir Kaur
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Laboratory of Pathology, Bethesda, MD, USA
| | - Yumi Kawamura
- National Cancer Center Research Institute, Tokyo, Japan
- University of Tsukuba, Tsukuba, Japan
| | - Evan T Keller
- University of Michigan, Biointerfaces Institute, Ann Arbor, MI, USA
- University of Michigan, Department of Urology, Ann Arbor, MI, USA
| | - Delaram Khamari
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Elena Khomyakova
- École normale supérieure, Paris, France
- Federal Research and Clinical Center of Physical-Chemical Medicine, Moscow, Russia
| | - Anastasia Khvorova
- University of Massachusetts Medical School, RNA Therapeutics Institute, Worcester, MA, USA
| | - Peter Kierulf
- Oslo University Hospital, Department of Medical Biochemistry, Blood Cell Research Group, Oslo, Norway
| | - Kwang Pyo Kim
- Kyung Hee University, Department of Applied Chemistry, Yongin, Korea
| | - Thomas Kislinger
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- University of Toronto, Department of Medical Biophysics, Toronto, Canada
| | | | - David J Klinke
- West Virginia University, Department of Chemical and Biomedical Engineering and WVU Cancer Institute, Morgantown, WV, USA
- West Virginia University, Department of Microbiology Immunology and Cell Biology, Morgantown, WV, USA
| | - Miroslaw Kornek
- German Armed Forces Central Hospital, Department of General, Visceral and Thoracic Surgery, Koblenz, Germany
- Saarland University Medical Center, Department of Medicine II, Homburg, Germany
| | - Maja M Kosanović
- University of Belgrade, Institute for the Application of Nuclear Energy, INEP, Belgrade, Serbia
| | - Árpád Ferenc Kovács
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | | | - Susanne Krasemann
- University Medical Center Hamburg-Eppendorf, Institute of Neuropathology, Hamburg, Germany
| | - Mirja Krause
- Hudson Institute of Medical Research, Melbourne, Australia
| | | | - Gina D Kusuma
- Hudson Institute of Medical Research, Melbourne, Australia
- Monash University, Melbourne, Australia
| | - Sören Kuypers
- Hasselt University, Biomedical Research Institute (BIOMED), Hasselt, Belgium
| | - Saara Laitinen
- Finnish Red Cross Blood Service, Research and Development, Helsinki, Finland
| | - Scott M Langevin
- Cincinnati Cancer Center, Cincinnati, OH, USA
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Lucia R Languino
- Thomas Jefferson University, Sidney Kimmel Medical School, Department of Cancer Biology, Philadelphia, PA, USA
| | - Joanne Lannigan
- University of Virginia, Flow Cytometry Core, School of Medicine, Charlottesville, VA, USA
| | - Cecilia Lässer
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | - Louise C Laurent
- University of California, San Diego, Department of Obstetrics, Gynecology, and Reproductive Sciences, La Jolla, CA, USA
| | - Gregory Lavieu
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | | | - Soazig Le Lay
- INSERM U1063, Université d’Angers, CHU d’Angers, Angers, France
| | - Myung-Shin Lee
- Eulji University, School of Medicine, Daejeon, South Korea
| | | | - Debora S Lemos
- Federal University of Paraná, Department of Genetics, Human Molecular Genetics Laboratory, Curitiba, Brazil
| | - Metka Lenassi
- University of Ljubljana, Faculty of Medicine, Institute of Biochemistry, Ljubljana, Slovenia
| | | | - Isaac TS Li
- University of British Columbia Okanagan, Kelowna, Canada
| | - Ke Liao
- University of Nebraska Medical Center, Department of Pharmacology and Experimental Neuroscience, Omaha, NE, USA
| | - Sten F Libregts
- University of Cambridge School of Clinical Medicine, Addenbrooke’s Hospital, Department of Medicine, Cambridge NIHR BRC Cell Phenotyping Hub, Cambridge, UK
| | - Erzsebet Ligeti
- Semmelweis University, Department of Physiology, Budapest, Hungary
| | - Rebecca Lim
- Hudson Institute of Medical Research, Melbourne, Australia
- Monash University, Melbourne, Australia
| | - Sai Kiang Lim
- Institute of Medical Biology (IMB), Agency for Science and Technology (A*STAR), Singapore
| | - Aija Linē
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Karen Linnemannstöns
- University Medical Center Göttingen, Developmental Biochemistry, Göttingen, Germany
- University Medical Center Göttingen, Hematology and Oncology, Göttingen, Germany
| | - Alicia Llorente
- Oslo University Hospital-The Norwegian Radium Hospital, Institute for Cancer Research, Department of Molecular Cell Biology, Oslo, Norway
| | - Catherine A Lombard
- Université Catholique de Louvain, Institut de Recherche Expérimentale et Clinique (IREC), Laboratory of Pediatric Hepatology and Cell Therapy, Brussels, Belgium
| | - Magdalena J Lorenowicz
- Utrecht University, University Medical Center Utrecht, Center for Molecular Medicine & Regenerative Medicine Center, Utrecht, The Netherlands
| | - Ákos M Lörincz
- Semmelweis University, Department of Physiology, Budapest, Hungary
| | - Jan Lötvall
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | - Jason Lovett
- Stellenbosch University, Department of Physiological Sciences, Stellenbosch, South Africa
| | - Michelle C Lowry
- Trinity College Dublin, School of Pharmacy and Pharmaceutical Sciences, Panoz Institute & Trinity Biomedical Sciences Institute, Dublin, Ireland
| | - Xavier Loyer
- INSERM UMR-S 970, Paris Cardiovascular Research Center, Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Quan Lu
- Harvard University, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Barbara Lukomska
- Mossakowski Medical Research Centre, NeuroRepair Department, Warsaw, Poland
| | - Taral R Lunavat
- K.G. Jebsen Brain Tumor Research Centre, Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Sybren LN Maas
- Utrecht University, University Medical Center Utrecht, Department of Neurosurgery, Brain Center Rudolf Magnus, Institute of Neurosciences, Utrecht, The Netherlands
- Utrecht University, University Medical Center Utrecht, Department of Pathology, Utrecht, The Netherlands
| | | | - Antonio Marcilla
- Universitat de València, Departament de Farmàcia i Tecnologia Farmacèutica i Parasitologia, Àrea de Parasitologia, Valencia, Spain
- Universitat de València, Health Research Institute La Fe, Joint Research Unit on Endocrinology, Nutrition and Clinical Dietetics, Valencia, Spain
| | - Jacopo Mariani
- Università degli Studi di Milano, Department of Clinical Sciences and Community Health, EPIGET LAB, Milan, Italy
| | | | | | | | | | | | - Mathilde Mathieu
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | - Suresh Mathivanan
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Marco Maugeri
- University of Gothenburg, Sahlgrenska Academy, Department of Rheumatology and Inflammation Research, Gothenburg, Sweden
| | | | - Mark J McVey
- SickKids Hospital, Department of Anesthesia and Pain Medicine, Toronto, Canada
- University of Toronto, Department of Anesthesia, Toronto, Canada
| | - David G Meckes
- Florida State University College of Medicine, Department of Biomedical Sciences, Tallahassee, FL, USA
| | - Katie L Meehan
- The School of Biomedical Sciences, University of Western Australia, Perth, Australia
| | - Inge Mertens
- University of Antwerp, Centre for Proteomics, Antwerp, Belgium
- Vlaamse Instelling voor Technologisch Onderzoek (VITO), Mol, Belgium
| | - Valentina R Minciacchi
- Georg-Speyer-Haus Institute for Tumor Biology and Experimental Therapy, Frankfurt, Germany
| | - Andreas Möller
- QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Malene Møller Jørgensen
- Aalborg University Hospital, Department of Clinical Immunology, Aalborg, Denmark
- EVSEARCH.DK, Denmark
| | - Aizea Morales-Kastresana
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD, USA
| | | | - François Mullier
- Namur Thrombosis and Hemostasis Center (NTHC), NARILIS, Namur, Belgium
- Université Catholique de Louvain, CHU UCL Namur, Hematology-Hemostasis Laboratory, Yvoir, Belgium
| | - Maurizio Muraca
- University of Padova, Department of Women’s and Children’s Health, Padova, Italy
| | - Luca Musante
- University of Virginia Health System, Department of Medicine, Division of Nephrology, Charlottesville, VA, USA
| | - Veronika Mussack
- Technical University of Munich, TUM School of Life Sciences Weihenstephan, Division of Animal Physiology and Immunology, Freising, Germany
| | - Dillon C Muth
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Kathryn H Myburgh
- Stellenbosch University, Department of Physiological Sciences, Stellenbosch, South Africa
| | - Tanbir Najrana
- Brown University, Women and Infants Hospital, Providence, RI, USA
| | - Muhammad Nawaz
- University of Gothenburg, Sahlgrenska Academy, Department of Rheumatology and Inflammation Research, Gothenburg, Sweden
| | - Irina Nazarenko
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Institute for Infection Prevention and Hospital Epidemiology, Freiburg, Germany
| | - Peter Nejsum
- Aarhus University, Department of Clinical Medicine, Aarhus, Denmark
| | - Christian Neri
- Sorbonne Université, Centre National de la Recherche Scientifique, Research Unit Biology of Adaptation and Aging (B2A), Team Compensation in Neurodegenerative and Aging (Brain-C), Paris, France
| | - Tommaso Neri
- University of Pisa, Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Pisa, Italy
| | - Rienk Nieuwland
- Academic Medical Centre of the University of Amsterdam, Department of Clinical Chemistry and Vesicle Observation Centre, Amsterdam, The Netherlands
| | - Leonardo Nimrichter
- Universidade Federal do Rio de Janeiro, Instituto de Microbiologia, Rio de Janeiro, Brazil
| | | | - Esther NM Nolte-’t Hoen
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Nicole Noren Hooten
- National Institutes of Health, National Institute on Aging, Baltimore, MD, USA
| | - Lorraine O’Driscoll
- Trinity College Dublin, School of Pharmacy and Pharmaceutical Sciences, Panoz Institute & Trinity Biomedical Sciences Institute, Dublin, Ireland
| | - Tina O’Grady
- University of Liège, GIGA-R(MBD), PSI Laboratory, Liège, Belgium
| | - Ana O’Loghlen
- Queen Mary University of London, Blizard Institute, Epigenetics & Cellular Senescence Group, London, UK
| | - Takahiro Ochiya
- National Cancer Center Research Institute, Division of Molecular and Cellular Medicine, Tokyo, Japan
| | - Martin Olivier
- McGill University, The Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Alberto Ortiz
- IIS-Fundacion Jimenez Diaz-UAM, Department of Nephrology and Hypertension, Madrid, Spain
- Spanish Kidney Research Network, REDINREN, Madrid, Spain
- Universidad Autónoma de Madrid, School of Medicine, Department of Medicine, Madrid, Spain
| | - Luis A Ortiz
- Graduate School of Public Health at the University of Pittsburgh, Division of Occupational and Environmental Medicine, Pittsburgh, PA, USA
| | | | - Ole Østergaard
- Statens Serum Institut, Department of Autoimmunology and Biomarkers, Copenhagen, Denmark
- University of Copenhagen, Faculty of Health and Medical Sciences, Novo Nordisk Foundation Center for Protein Research, Copenhagen, Denmark
| | - Matias Ostrowski
- University of Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y SIDA (INBIRS), Buenos Aires, Argentina
| | - Jaesung Park
- POSTECH (Pohang University of Science and Technology), Department of Life Sciences, Pohang, South Korea
| | - D. Michiel Pegtel
- Amsterdam University Medical Centers, Department of Pathology, Amsterdam, The Netherlands
| | - Hector Peinado
- Spanish National Cancer Research Center (CNIO), Molecular Oncology Programme, Microenvironment and Metastasis Laboratory, Madrid, Spain
| | - Francesca Perut
- IRCCS - Istituto Ortopedico Rizzoli, Laboratory for Orthopaedic Pathophysiology and Regenerative Medicine, Bologna, Italy
| | - Michael W Pfaffl
- Technical University of Munich, TUM School of Life Sciences Weihenstephan, Division of Animal Physiology and Immunology, Freising, Germany
| | - Donald G Phinney
- The Scripps Research Institute-Scripps Florida, Department of Molecular Medicine, Jupiter, FL, USA
| | - Bartijn CH Pieters
- Radboud University Medical Center, Department of Rheumatology, Nijmegen, The Netherlands
| | - Ryan C Pink
- Oxford Brookes University, Department of Biological and Medical Sciences, Oxford, UK
| | - David S Pisetsky
- Duke University Medical Center, Departments of Medicine and Immunology, Durham, NC, USA
- Durham VAMC, Medical Research Service, Durham, NC, USA
| | | | - Iva Polakovicova
- Pontificia Universidad Católica de Chile, Advanced Center for Chronic Diseases (ACCDiS), Santiago, Chile
- Pontificia Universidad Católica de Chile, Faculty of Medicine, Department of Hematology-Oncology, Santiago, Chile
| | - Ivan KH Poon
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Bonita H Powell
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | | | - Lynn Pulliam
- University of California, San Francisco, CA, USA
- Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Peter Quesenberry
- The Warren Alpert Medical School of Brown University, Department of Medicine, Providence, RI, USA
| | - Annalisa Radeghieri
- CSGI - Research Center for Colloids and Nanoscience, Florence, Italy
- University of Brescia, Department of Molecular and Translational Medicine, Brescia, Italy
| | - Robert L Raffai
- Department of Veterans Affairs, San Francisco, CA, USA
- University of California, San Francisco, CA, USA
| | - Stefania Raimondo
- University of Palermo, Department of Biopathology and Medical Biotechnologies, Palermo, Italy
| | - Janusz Rak
- McGill University, Montreal, Canada
- McGill University, The Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Marcel I Ramirez
- Instituto Oswaldo Cruz, Rio de Janeiro, Brazil
- Universidade Federal de Paraná, Paraná, Brazil
| | - Graça Raposo
- Institut Curie, CNRS UMR144, PSL Research University, Paris, France
| | - Morsi S Rayyan
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Neta Regev-Rudzki
- Weizmann Institute of Science, Department of Biomolecular Sciences, Rehovot, Israel
| | - Franz L Ricklefs
- University Medical Center Hamburg-Eppendorf, Department of Neurosurgery, Hamburg, Germany
| | - Paul D Robbins
- University of Minnesota Medical School, Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, Minneapolis, MN, USA
| | - David D Roberts
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Laboratory of Pathology, Bethesda, MD, USA
| | | | - Eva Rohde
- Paracelsus Medical University, Department of Transfusion Medicine, Salzburg, Austria
- Paracelsus Medical University, GMP Unit, Salzburg, Austria
- Spinal Cord Injury & Tissue Regeneration Center Salzburg (SCI-TReCS), Salzburg, Austria
| | - Sophie Rome
- University of Lyon, Lyon-Sud Faculty of Medicine, CarMeN Laboratory (UMR INSERM 1060-INRA 1397), Pierre-Bénite, France
| | - Kasper MA Rouschop
- Maastricht University, GROW, School for Oncology and Developmental Biology, Maastricht Radiation Oncology (MaastRO) Lab, Maastricht, The Netherlands
| | - Aurelia Rughetti
- Sapienza University of Rome, Department of Experimental Medicine, Rome, Italy
| | | | - Paula Saá
- American Red Cross, Scientific Affairs, Gaithersburg, MD, USA
| | - Susmita Sahoo
- Icahn School of Medicine at Mount Sinai, Department of Medicine, Cardiology, New York City, NY, USA
| | - Edison Salas-Huenuleo
- Advanced Center for Chronic Diseases, Santiago, Chile
- University of Chile, Faculty of Chemical and Pharmaceutical Science, Laboratory of Nanobiotechnology and Nanotoxicology, Santiago, Chile
| | - Catherine Sánchez
- Clínica las Condes, Extracellular Vesicles in Personalized Medicine Group, Santiago, Chile
| | - Julie A Saugstad
- Oregon Health & Science University, Department of Anesthesiology & Perioperative Medicine, Portland, OR, USA
| | - Meike J Saul
- Technische Universität Darmstadt, Department of Biology, Darmstadt, Germany
| | - Raymond M Schiffelers
- University Medical Center Utrecht, Laboratory for Clinical Chemistry & Hematology, Utrecht, The Netherlands
| | - Raphael Schneider
- University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada
- University of Toronto, Department of Medicine, Division of Neurology, Toronto, Canada
| | - Tine Hiorth Schøyen
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | | | - Eriomina Shahaj
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Immunotherapy of Human Tumors, Milan, Italy
| | - Shivani Sharma
- University of California, Los Angeles, California NanoSystems Institute, Los Angeles, CA, USA
- University of California, Los Angeles, Department of Pathology and Laboratory Medicine, Los Angeles, CA, USA
- University of California, Los Angeles, Jonsson Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Olga Shatnyeva
- AstraZeneca, Discovery Sciences, IMED Biotech Unit, Gothenburg, Sweden
| | - Faezeh Shekari
- Royan Institute for Stem Cell Biology and Technology, ACECR, Cell Science Research Center, Department of Stem Cells and Developmental Biology, Tehran, Iran
| | - Ganesh Vilas Shelke
- University of Gothenburg, Institute of Clinical Sciences, Department of Surgery, Sahlgrenska Cancer Center, Gothenburg, Sweden
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | - Ashok K Shetty
- Research Service, Olin E. Teague Veterans’ Medical Center, Temple, TX, USA
- Texas A&M University College of Medicine, Institute for Regenerative Medicine and Department of Molecular and Cellular Medicine, College Station, TX, USA
| | | | - Pia R-M Siljander
- University of Helsinki, EV Core Facility, Helsinki, Finland
- University of Helsinki, Faculty of Biological and Environmental Sciences, Molecular and Integrative Biosciences Research Programme, EV group, Helsinki, Finland
| | - Andreia M Silva
- INEB - Instituto de Engenharia Biomédica, Porto, Portugal
- University of Porto, i3S-Instituto de Investigação e Inovação em Saúde, Porto, Portugal
- University of Porto, ICBAS - Instituto de Ciências Biomédicas Abel Salazar, Porto, Portugal
| | - Agata Skowronek
- Maria Sklodowska-Curie Institute - Oncology Center, Gliwice Branch, Gliwice, Poland
| | - Orman L Snyder
- Kansas State University, College of Veterinary Medicine, Manhattan, KS, USA
| | | | - Barbara W Sódar
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Carolina Soekmadji
- QIMR Berghofer Medical Research Institute, Herston, Australia
- The University of Queensland, Brisbane, Australia
| | - Javier Sotillo
- James Cook University, Australian Institute of Tropical Health and Medicine, Centre for Biodiscovery and Molecular Development of Therapeutics, Cairns, Australia
| | | | - Willem Stoorvogel
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Shannon L Stott
- Harvard Medical School, Department of Medicine, Boston, MA, USA
- Massachusetts General Cancer Center, Boston, MA, USA
| | - Erwin F Strasser
- FAU Erlangen-Nuremberg, Transfusion and Haemostaseology Department, Erlangen, Germany
| | - Simon Swift
- University of Auckland, Department of Molecular Medicine and Pathology, Auckland, New Zealand
| | - Hidetoshi Tahara
- Hiroshima University, Institute of Biomedical & Health Sciences, Department of Cellular and Molecular Biology, Hiroshima, Japan
| | - Muneesh Tewari
- University of Michigan, Biointerfaces Institute, Ann Arbor, MI, USA
- University of Michigan, Department of Biomedical Engineering, Ann Arbor, MI, USA
- University of Michigan, Department of Internal Medicine - Hematology/Oncology Division, Ann Arbor, MI, USA
| | - Kate Timms
- University of Manchester, Manchester, UK
| | - Swasti Tiwari
- Georgetown University, Department of Medicine, Washington, DC, USA
- Sanjay Gandhi Postgraduate Institute of Medical Sciences, Department of Molecular Medicine & Biotechnology, Lucknow, India
| | - Rochelle Tixeira
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Mercedes Tkach
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | - Wei Seong Toh
- National University of Singapore, Faculty of Dentistry, Singapore
| | - Richard Tomasini
- INSERM U1068, Aix Marseille University, CNRS UMR7258, Marseille, France
| | | | - Juan Pablo Tosar
- Institut Pasteur de Montevideo, Functional Genomics Unit, Montevideo, Uruguay
- Universidad de la República, Faculty of Science, Nuclear Research Center, Analytical Biochemistry Unit, Montevideo, Uruguay
| | | | - Lorena Urbanelli
- University of Perugia, Department of Chemistry, Biology and Biotechnology, Perugia, Italy
| | - Pieter Vader
- University Medical Center Utrecht, Laboratory for Clinical Chemistry & Hematology, Utrecht, The Netherlands
| | - Bas WM van Balkom
- University Medical Center Utrecht, Department of Nephrology and Hypertension, Utrecht, The Netherlands
| | - Susanne G van der Grein
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Jan Van Deun
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | - Martijn JC van Herwijnen
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | | | | | - Martin E van Royen
- Department of Pathology, Erasmus MC, Erasmus Optical Imaging Centre, Rotterdam, The Netherlands
| | | | - M Helena Vasconcelos
- IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal
- University of Porto, Faculty of Pharmacy (FFUP), Porto, Portugal
- University of Porto, i3S-Instituto de Investigação e Inovação em Saúde, Porto, Portugal
| | - Ivan J Vechetti
- University of Kentucky, College of Medicine, Department of Physiology, Lexington, KY, USA
| | - Tiago D Veit
- Universidade Federal do Rio Grande do Sul, Instituto de Ciências Básicas da Saúde, Departamento de Microbiologia, Imunologia e Parasitologia, Porto Alegre, Brazil
| | - Laura J Vella
- The Florey Institute of Neuroscience and Mental Health, Melbourne, Australia
- The University of Melbourne, The Department of Medicine, Melbourne, Australia
| | - Émilie Velot
- UMR 7365 CNRS-Université de Lorraine, Vandœuvre-lès-Nancy, France
| | | | - Beate Vestad
- Oslo University Hospital Rikshospitalet, Research Institute of Internal Medicine, Oslo, Norway
- Regional Research Network on Extracellular Vesicles, RRNEV, Oslo, Norway
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
| | - Jose L Viñas
- Kidney Research Centre, Ottawa, Canada
- Ottawa Hospital Research Institute, Ottawa, Canada
- University of Ottawa, Ottawa, Canada
| | - Tamás Visnovitz
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Krisztina V Vukman
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Jessica Wahlgren
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal, Sweden
| | - Dionysios C Watson
- Case Western Reserve University, Department of Medicine, Cleveland, OH, USA
- University Hospitals Cleveland Medical Center, Department of Medicine, Cleveland, OH, USA
| | - Marca HM Wauben
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Alissa Weaver
- Vanderbilt University School of Medicine, Department of Cell and Developmental Biology, Nashville, TN, USA
| | | | - Viktoria Weber
- Danube University Krems, Department for Biomedical Research and Christian Doppler Laboratory for Innovative Therapy Approaches in Sepsis, Krems an der Donau, Austria
| | - Ann M Wehman
- University of Würzburg, Rudolf Virchow Center, Würzburg, Germany
| | - Daniel J Weiss
- The University of Vermont Medical Center, Department of Medicine, Burlington, VT, USA
| | - Joshua A Welsh
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD, USA
| | - Sebastian Wendt
- University Hospital RWTH Aachen, Department of Thoracic and Cardiovascular Surgery, Aachen, Germany
| | - Asa M Wheelock
- Karolinska Institute, Department of Medicine and Center for Molecular Medicine, Respiratory Medicine Unit, Stockholm, Sweden
| | - Zoltán Wiener
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Leonie Witte
- University Medical Center Göttingen, Developmental Biochemistry, Göttingen, Germany
- University Medical Center Göttingen, Hematology and Oncology, Göttingen, Germany
| | - Joy Wolfram
- Chinese Academy of Sciences, Wenzhou Institute of Biomaterials and Engineering, Wenzhou, China
- Houston Methodist Research Institute, Department of Nanomedicine, Houston, TX, USA
- Mayo Clinic, Department of Transplantation Medicine/Department of Physiology and Biomedical Engineering, Jacksonville, FL, USA
| | - Angeliki Xagorari
- George Papanicolaou Hospital, Public Cord Blood Bank, Department of Haematology - BMT Unit, Thessaloniki, Greece
| | - Patricia Xander
- Universidade Federal de São Paulo Campus Diadema, Departamento de Ciências Farmacêuticas, Laboratório de Imunologia Celular e Bioquímica de Fungos e Protozoários, São Paulo, Brazil
| | - Jing Xu
- BC Cancer, Canada’s Michael Smith Genome Sciences Centre, Vancouver, Canada
- Simon Fraser University, Department of Molecular Biology and Biochemistry, Burnaby, Canada
| | - Xiaomei Yan
- Xiamen University, Department of Chemical Biology, Xiamen, China
| | - María Yáñez-Mó
- Centro de Biología Molecular Severo Ochoa, Instituto de Investigación Sanitaria la Princesa (IIS-IP), Madrid, Spain
- Universidad Autónoma de Madrid, Departamento de Biología Molecular, Madrid, Spain
| | - Hang Yin
- Tsinghua University, School of Pharmaceutical Sciences, Beijing, China
| | - Yuana Yuana
- Technical University Eindhoven, Faculty Biomedical Technology, Eindhoven, The Netherlands
| | - Valentina Zappulli
- University of Padova, Department of Comparative Biomedicine and Food Science, Padova, Italy
| | - Jana Zarubova
- Institute of Physiology CAS, Department of Biomaterials and Tissue Engineering, BIOCEV, Vestec, Czech Republic
- Institute of Physiology CAS, Department of Biomaterials and Tissue Engineering, Prague, Czech Republic
- University of California, Los Angeles, Department of Bioengineering, Los Angeles, CA, USA
| | - Vytautas Žėkas
- Vilnius University, Institute of Biomedical Sciences, Department of Physiology, Biochemistry, Microbiology and Laboratory Medicine, Vilnius, Lithuania
| | - Jian-ye Zhang
- Guangzhou Medical University, School of Pharmaceutical Sciences & the Fifth Affiliated Hospital, Key Laboratory of Molecular Target & Clinical Pharmacology, Guangzhou, China
| | - Zezhou Zhao
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Lei Zheng
- Nanfang Hospital, Southern Medical University, Department of Clinical Laboratory Medicine, Guangzhou, China
| | | | - Antje M Zickler
- Karolinska Institute, Clinical Research Center, Unit for Molecular Cell and Gene Therapy Science, Stockholm, Sweden
| | - Pascale Zimmermann
- Aix-Marseille Université, Institut Paoli-Calmettes, INSERM U1068, CNRS UMR7258, Centre de Recherche en Cancérologie de Marseille, Marseille, France
- KU Leuven (Leuven University), Department of Human Genetics, Leuven, Belgium
| | - Angela M Zivkovic
- University of California, Davis, Department of Nutrition, Davis, CA, USA
| | | | - Ewa K Zuba-Surma
- Jagiellonian University, Faculty of Biochemistry, Biophysics and Biotechnology, Department of Cell Biology, Kraków, Poland
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Freeman DW, Noren Hooten N, Eitan E, Green J, Mode NA, Bodogai M, Zhang Y, Lehrmann E, Zonderman AB, Biragyn A, Egan J, Becker KG, Mattson MP, Ejiogu N, Evans MK. Altered Extracellular Vesicle Concentration, Cargo, and Function in Diabetes. Diabetes 2018; 67:2377-2388. [PMID: 29720498 PMCID: PMC6198336 DOI: 10.2337/db17-1308] [Citation(s) in RCA: 160] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 04/20/2018] [Indexed: 12/15/2022]
Abstract
Type 2 diabetes is a chronic age-associated degenerative metabolic disease that reflects relative insulin deficiency and resistance. Extracellular vesicles (EVs) (exosomes, microvesicles, and apoptotic bodies) are small (30-400 nm) lipid-bound vesicles capable of shuttling functional proteins, nucleic acids, and lipids as part of intercellular communication systems. Recent studies in mouse models and in cell culture suggest that EVs may modulate insulin signaling. Here, we designed cross-sectional and longitudinal cohorts of euglycemic participants and participants with prediabetes or diabetes. Individuals with diabetes had significantly higher levels of EVs in their circulation than euglycemic control participants. Using a cell-specific EV assay, we identified that levels of erythrocyte-derived EVs are higher with diabetes. We found that insulin resistance increases EV secretion. Furthermore, the levels of insulin signaling proteins were altered in EVs from individuals with high levels of insulin resistance and β-cell dysfunction. Moreover, EVs from individuals with diabetes were preferentially internalized by circulating leukocytes. Cytokine levels in the media and in EVs were higher from monocytes incubated with diabetic EVs. Microarray of these leukocytes revealed altered gene expression pathways related to cell survival, oxidative stress, and immune function. Collectively, these results suggest that insulin resistance increases the secretion of EVs, which are preferentially internalized by leukocytes, and alters leukocyte function.
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Affiliation(s)
- David W Freeman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Erez Eitan
- Laboratory of Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Jamal Green
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Monica Bodogai
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Elin Lehrmann
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Arya Biragyn
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Josephine Egan
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Kevin G Becker
- Laboratory of Genetics and Genomics, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Mark P Mattson
- Laboratory of Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Ngozi Ejiogu
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD
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45
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Dluzen DF, Noren Hooten N, De S, Wood WH, Zhang Y, Becker KG, Zonderman AB, Tanaka T, Ferrucci L, Evans MK. Extracellular RNA profiles with human age. Aging Cell 2018; 17:e12785. [PMID: 29797538 PMCID: PMC6052399 DOI: 10.1111/acel.12785] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/22/2018] [Indexed: 12/28/2022] Open
Abstract
Circulating extracellular RNAs (exRNAs) are potential biomarkers of disease. We thus hypothesized that age‐related changes in exRNAs can identify age‐related processes. We profiled both large and small RNAs in human serum to investigate changes associated with normal aging. exRNA was sequenced in 13 young (30–32 years) and 10 old (80–85 years) African American women to identify all RNA transcripts present in serum. We identified age‐related differences in several RNA biotypes, including mitochondrial transfer RNAs, mitochondrial ribosomal RNA, and unprocessed pseudogenes. Age‐related differences in unique RNA transcripts were further validated in an expanded cohort. Pathway analysis revealed that EIF2 signaling, oxidative phosphorylation, and mitochondrial dysfunction were among the top pathways shared between young and old. Protein interaction networks revealed distinct clusters of functionally‐related protein‐coding genes in both age groups. These data provide timely and relevant insight into the exRNA repertoire in serum and its change with aging.
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Affiliation(s)
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Supriyo De
- Laboratory of Genetics and Genomics; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - William H. Wood
- Laboratory of Genetics and Genomics; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Kevin G. Becker
- Laboratory of Genetics and Genomics; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Science; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Toshiko Tanaka
- Translational Gerontology Branch; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Luigi Ferrucci
- Translational Gerontology Branch; National Institute on Aging; National Institutes of Health; Baltimore Maryland
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science; National Institute on Aging; National Institutes of Health; Baltimore Maryland
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46
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DeMarino C, Pleet ML, Cowen M, Barclay RA, Akpamagbo Y, Erickson J, Ndembi N, Charurat M, Jumare J, Bwala S, Alabi P, Hogan M, Gupta A, Noren Hooten N, Evans MK, Lepene B, Zhou W, Caputi M, Romerio F, Royal W, El-Hage N, Liotta LA, Kashanchi F. Antiretroviral Drugs Alter the Content of Extracellular Vesicles from HIV-1-Infected Cells. Sci Rep 2018; 8:7653. [PMID: 29769566 PMCID: PMC5955991 DOI: 10.1038/s41598-018-25943-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 05/01/2018] [Indexed: 01/09/2023] Open
Abstract
To date, the most effective treatment of HIV-1 is a combination antiretroviral therapy (cART), which reduces viral replication and reverses pathology. We investigated the effect of cART (RT and protease inhibitors) on the content of extracellular vesicles (EVs) released from HIV-1-infected cells. We have previously shown that EVs contain non-coding HIV-1 RNA, which can elicit responses in recipient cells. In this manuscript, we show that TAR RNA levels demonstrate little change with the addition of cART treatment in cell lines, primary macrophages, and patient biofluids. We determined possible mechanisms involved in the selective packaging of HIV-1 RNA into EVs, specifically an increase in EV-associated hnRNP A2/B1. More recent experiments have shown that several other FDA-approved drugs have the ability to alter the content of exosomes released from HIV-1-infected cells. These findings on cART-altered EV content can also be applied to general viral inhibitors (interferons) which are used to treat other chronic infections. Additionally, we describe unique mechanisms of ESCRT pathway manipulation by antivirals, specifically the targeting of VPS4. Collectively, these data imply that, despite antiretroviral therapy, EVs containing viral products are continually released and may cause neurocognitive and immunological dysfunction.
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Affiliation(s)
- Catherine DeMarino
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Michelle L Pleet
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Maria Cowen
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Robert A Barclay
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Yao Akpamagbo
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - James Erickson
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Nicaise Ndembi
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Manhattan Charurat
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jibreel Jumare
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sunday Bwala
- National Hospital, Abuja, Federal Capital Territory, Nigeria
| | - Peter Alabi
- University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Max Hogan
- Systems Biosciences (SBI), Palo Alto, California, USA
| | - Archana Gupta
- Systems Biosciences (SBI), Palo Alto, California, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | | | - Weidong Zhou
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Massimo Caputi
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | - Fabio Romerio
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Walter Royal
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Nazira El-Hage
- Department of Immunology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA
| | - Lance A Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Fatah Kashanchi
- Laboratory of Molecular Virology, School of Systems Biology, George Mason University, Manassas, VA, USA.
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47
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Yousefzadeh MJ, Schafer MJ, Noren Hooten N, Atkinson EJ, Evans MK, Baker DJ, Quarles EK, Robbins PD, Ladiges WC, LeBrasseur NK, Niedernhofer LJ. Circulating levels of monocyte chemoattractant protein-1 as a potential measure of biological age in mice and frailty in humans. Aging Cell 2018; 17. [PMID: 29290100 PMCID: PMC5847863 DOI: 10.1111/acel.12706] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/26/2017] [Indexed: 11/29/2022] Open
Abstract
A serum biomarker of biological versus chronological age would have significant impact on clinical care. It could be used to identify individuals at risk of early‐onset frailty or the multimorbidities associated with old age. It may also serve as a surrogate endpoint in clinical trials targeting mechanisms of aging. Here, we identified MCP‐1/CCL2, a chemokine responsible for recruiting monocytes, as a potential biomarker of biological age. Circulating monocyte chemoattractant protein‐1 (MCP‐1) levels increased in an age‐dependent manner in wild‐type (WT) mice. That age‐dependent increase was accelerated in Ercc1−/Δ and Bubr1H/H mouse models of progeria. Genetic and pharmacologic interventions that slow aging of Ercc1−/Δ and WT mice lowered serum MCP‐1 levels significantly. Finally, in elderly humans with aortic stenosis, MCP‐1 levels were significantly higher in frail individuals compared to nonfrail. These data support the conclusion that MCP‐1 can be used as a measure of mammalian biological age that is responsive to interventions that extend healthy aging.
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Affiliation(s)
- Matthew J. Yousefzadeh
- Department of Molecular Medicine; Center on Aging; The Scripps Research Institute; Jupiter FL USA
| | - Marissa J. Schafer
- Robert and Arlene Kogod Center on Aging; Mayo Clinic College of Medicine; Rochester MN USA
- Department of Physical Medicine and Rehabilitation; Mayo Clinic College of Medicine; Rochester MN USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science; National Institute on Aging; National Institutes of Health; Baltimore MD USA
| | - Elizabeth J. Atkinson
- Division of Biomedical Statistics and Informatics; Department of Health Sciences Research; Mayo Clinic College of Medicine; Rochester MN USA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Science; National Institute on Aging; National Institutes of Health; Baltimore MD USA
| | - Darren J. Baker
- Department of Pediatric and Adolescent Medicine; Mayo Clinic College of Medicine; Rochester MN USA
| | - Ellen K. Quarles
- Department of Pathology; University of Washington; Seattle WA USA
| | - Paul D. Robbins
- Department of Molecular Medicine; Center on Aging; The Scripps Research Institute; Jupiter FL USA
| | - Warren C. Ladiges
- Department of Comparative Medicine; University of Washington; Seattle WA USA
| | - Nathan K. LeBrasseur
- Robert and Arlene Kogod Center on Aging; Mayo Clinic College of Medicine; Rochester MN USA
- Department of Physical Medicine and Rehabilitation; Mayo Clinic College of Medicine; Rochester MN USA
| | - Laura J. Niedernhofer
- Department of Molecular Medicine; Center on Aging; The Scripps Research Institute; Jupiter FL USA
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48
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Eitan E, Green J, Bodogai M, Mode NA, Bæk R, Jørgensen MM, Freeman DW, Witwer KW, Zonderman AB, Biragyn A, Mattson MP, Noren Hooten N, Evans MK. Age-Related Changes in Plasma Extracellular Vesicle Characteristics and Internalization by Leukocytes. Sci Rep 2017; 7:1342. [PMID: 28465537 PMCID: PMC5430958 DOI: 10.1038/s41598-017-01386-z] [Citation(s) in RCA: 155] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 03/29/2017] [Indexed: 01/18/2023] Open
Abstract
Cells release lipid-bound extracellular vesicles (EVs; exosomes, microvesicles and apoptotic bodies) containing proteins, lipids and RNAs into the circulation. Vesicles mediate intercellular communication between both neighboring and distant cells. There is substantial interest in using EVs as biomarkers for age-related diseases including cancer, and neurodegenerative, metabolic and cardiovascular diseases. The majority of research focuses on identifying differences in EVs when comparing disease states and matched controls. Here, we analyzed circulating plasma EVs in a cross-sectional and longitudinal study in order to address age-related changes in community-dwelling individuals. We found that EV concentration decreases with advancing age. Furthermore, EVs from older individuals were more readily internalized by B cells and increased MHC-II expression on monocytes compared with EVs from younger individuals, indicating that the decreased concentration of EVs with age may be due in part to increased internalization. EVs activated both monocytes and B cells, and activation of B cells by LPS enhanced EV internalization. We also report a relative stability of EV concentration and protein amount in individual subjects over time. Our data provide important information towards establishing a profile of EVs with human age, which will further aid in the development of EV-based diagnostics for aging and age-related diseases.
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Affiliation(s)
- Erez Eitan
- Laboratory of Neurosciences, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Jamal Green
- Laboratory of Epidemiology and Population Science, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Monica Bodogai
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Nicolle A Mode
- Laboratory of Epidemiology and Population Science, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Rikke Bæk
- Department of Clinical Immunology, part of EVSearch.dk, Aalborg University Hospital, Aalborg, Denmark
| | - Malene M Jørgensen
- Department of Clinical Immunology, part of EVSearch.dk, Aalborg University Hospital, Aalborg, Denmark
| | - David W Freeman
- Laboratory of Epidemiology and Population Science, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Kenneth W Witwer
- Department of Molecular and Comparative Pathobiology, and Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Arya Biragyn
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Mark P Mattson
- Laboratory of Neurosciences, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
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49
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Abstract
In response to cellular stress or damage, proliferating cells can induce a specific program that initiates a state of long-term cell-cycle arrest, termed cellular senescence. Accumulation of senescent cells occurs with organismal aging and through continual culturing in vitro. Senescent cells influence many biological processes, including embryonic development, tissue repair and regeneration, tumor suppression, and aging. Hallmarks of senescent cells include, but are not limited to, increased senescence-associated β-galactosidase activity (SA-β-gal); p16INK4A, p53, and p21 levels; higher levels of DNA damage, including γ-H2AX; the formation of Senescence-associated Heterochromatin Foci (SAHF); and the acquisition of a Senescence-associated Secretory Phenotype (SASP), a phenomenon characterized by the secretion of a number of pro-inflammatory cytokines and signaling molecules. Here, we describe protocols for both replicative and DNA damage-induced senescence in cultured cells. In addition, we highlight techniques to monitor the senescent phenotype using several senescence-associated markers, including SA-β-gal, γ-H2AX and SAHF staining, and to quantify protein and mRNA levels of cell cycle regulators and SASP factors. These methods can be applied to the assessment of senescence in various models and tissues.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health;
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health
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50
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Dluzen DF, Noren Hooten N, Zhang Y, Kim Y, Glover FE, Tajuddin SM, Jacob KD, Zonderman AB, Evans MK. Racial differences in microRNA and gene expression in hypertensive women. Sci Rep 2016; 6:35815. [PMID: 27779208 PMCID: PMC5078799 DOI: 10.1038/srep35815] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 10/06/2016] [Indexed: 12/20/2022] Open
Abstract
Systemic arterial hypertension is an important cause of cardiovascular disease morbidity and mortality. African Americans are disproportionately affected by hypertension, in fact the incidence, prevalence, and severity of hypertension is highest among African American (AA) women. Previous data suggests that differential gene expression influences individual susceptibility to selected diseases and we hypothesized that this phenomena may affect health disparities in hypertension. Transcriptional profiling of peripheral blood mononuclear cells from AA or white, normotensive or hypertensive females identified thousands of mRNAs differentially-expressed by race and/or hypertension. Predominant gene expression differences were observed in AA hypertensive females compared to AA normotensives or white hypertensives. Since microRNAs play important roles in regulating gene expression, we profiled global microRNA expression and observed differentially-expressed microRNAs by race and/or hypertension. We identified novel mRNA-microRNA pairs potentially involved in hypertension-related pathways and differently-expressed, including MCL1/miR-20a-5p, APOL3/miR-4763-5p, PLD1/miR-4717-3p, and PLD1/miR-4709-3p. We validated gene expression levels via RT-qPCR and microRNA target validation was performed in primary endothelial cells. Altogether, we identified significant gene expression differences between AA and white female hypertensives and pinpointed novel mRNA-microRNA pairs differentially-expressed by hypertension and race. These differences may contribute to the known disparities in hypertension and may be potential targets for intervention.
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Affiliation(s)
- Douglas F. Dluzen
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics; National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Yoonseo Kim
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Frank E. Glover
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Salman M. Tajuddin
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Kimberly D. Jacob
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
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