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Negrey JD, Frye BM, Craft S, Register TC, Baxter MG, Jorgensen MJ, Shively CA. Executive function mediates age-related variation in social integration in female vervet monkeys (Chlorocebus sabaeus). GeroScience 2024; 46:841-852. [PMID: 37217631 PMCID: PMC10828467 DOI: 10.1007/s11357-023-00820-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 05/03/2023] [Indexed: 05/24/2023] Open
Abstract
In humans, social participation and integration wane with advanced age, a pattern hypothesized to stem from cognitive or physical decrements. Similar age-related decreases in social participation have been observed in several nonhuman primate species. Here, we investigated cross-sectional age-related associations between social interactions, activity patterns, and cognitive function in 25 group-living female vervets (a.k.a. African green monkeys, Chlorocebus sabaeus) aged 8-29 years. Time spent in affiliative behavior decreased with age, and time spent alone correspondingly increased. Furthermore, time spent grooming others decreased with age, but the amount of grooming received did not. The number of social partners to whom individuals directed grooming also decreased with age. Grooming patterns mirrored physical activity levels, which also decreased with age. The relationship between age and grooming time was mediated, in part, by cognitive performance. Specifically, executive function significantly mediated age's effect on time spent in grooming interactions. In contrast, we did not find evidence that physical performance mediated age-related variation in social participation. Taken together, our results suggest that aging female vervets were not socially excluded but decreasingly engaged in social behavior, and that cognitive deficits may underlie this relationship.
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Affiliation(s)
- Jacob D Negrey
- Department of Pathology/Comparative Medicine, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157-1040, USA
| | - Brett M Frye
- Department of Biology, Emory and Henry College, Emory, VA, USA
- Wake Forest Alzheimer's Disease Research Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Internal Medicine/Gerontology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Suzanne Craft
- Wake Forest Alzheimer's Disease Research Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Internal Medicine/Gerontology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Thomas C Register
- Department of Pathology/Comparative Medicine, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157-1040, USA
- Wake Forest Alzheimer's Disease Research Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Mark G Baxter
- Department of Pathology/Comparative Medicine, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157-1040, USA
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Matthew J Jorgensen
- Department of Pathology/Comparative Medicine, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157-1040, USA
| | - Carol A Shively
- Department of Pathology/Comparative Medicine, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157-1040, USA.
- Wake Forest Alzheimer's Disease Research Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
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2
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Huber HF, Gerow KG, Li C, Nathanielsz PW. Walking speed declines with age in male and female baboons (Papio sp.): Confirmation of findings with sex as a biological variable. J Med Primatol 2021; 50:273-275. [PMID: 34378228 PMCID: PMC8567850 DOI: 10.1111/jmp.12538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 08/03/2021] [Indexed: 11/28/2022]
Abstract
We measured walking speed in baboons (67 female, 36 male; 5-22 years) to develop regression formulas to predict biological age. The final model strongly predicted age from just speed and sex. Walking speed is a valuable baboon aging biomarker. We present the first male speed data in a nonhuman primate.
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Affiliation(s)
- Hillary F Huber
- Texas Pregnancy & Life-course Health Research Center, Department of Animal Science, University of Wyoming, Laramie, Wyoming, USA
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Kenneth G Gerow
- Department of Statistics, University of Wyoming, Laramie, Wyoming, USA
| | - Cun Li
- Texas Pregnancy & Life-course Health Research Center, Department of Animal Science, University of Wyoming, Laramie, Wyoming, USA
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Peter W Nathanielsz
- Texas Pregnancy & Life-course Health Research Center, Department of Animal Science, University of Wyoming, Laramie, Wyoming, USA
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
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3
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Mach J, Gemikonakli G, Logan C, Vander Wyk B, Allore H, Ekambareshwar S, Kane AE, Howlett SE, de Cabo R, Le Couteur DG, Hilmer SN. Chronic Polypharmacy with Increasing Drug Burden Index Exacerbates Frailty and Impairs Physical Function, with Effects Attenuated by Deprescribing, in Aged Mice. J Gerontol A Biol Sci Med Sci 2021; 76:1010-1018. [PMID: 32147704 DOI: 10.1093/gerona/glaa060] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Indexed: 12/15/2022] Open
Abstract
Polypharmacy (use of ≥5 medications) and increasing Drug Burden Index (DBI) score (measure of person's total exposure to anticholinergic/sedative medications) are associated with impaired physical function in observational studies of older adults. Deprescribing, the supervised withdrawal of medications for which harms outweigh benefits for an individual, may be a useful intervention. Current knowledge is limited to clinical observational studies that are unable to determine causality. Here, we establish a preclinical model that investigates the effects of chronic polypharmacy, increasing DBI, and deprescribing on global health outcomes in aging. In a longitudinal study, middle-aged (12 months) male C57BL/6J (B6) mice were administered control feed or feed and/or water containing polypharmacy or monotherapy with different DBI scores. At 21 months, each treatment group was subdivided (stratified by frailty at 21 months) to either continue on treatment for life or to have treatment withdrawn (deprescribed). Frailty and physical function were evaluated at 12, 15, 18, and 24 months, and were analyzed using a mixed modeling approach. Polypharmacy with increasing DBI and monotherapy with citalopram caused mice to become frailer, less mobile, and impaired their strength and functional activities. Critically, deprescribing in old age reversed a number of these outcomes. This is the first preclinical study to demonstrate that chronic polypharmacy with increasing DBI augments frailty and impairs function in old age, and that drug withdrawal in old age reversed these outcomes. It was not the number of drugs (polypharmacy) but the type and dose of drugs (DBI) that caused adverse geriatric outcomes.
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Affiliation(s)
- John Mach
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research, Royal North Shore Hospital and University of Sydney, St Leonards, New South Wales, Australia
- Departments of Clinical Pharmacology and Aged Care, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
| | - Gizem Gemikonakli
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research, Royal North Shore Hospital and University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
| | - Caitlin Logan
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research, Royal North Shore Hospital and University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
| | - Brent Vander Wyk
- Department of Internal Medicine, Yale University, New Haven, Connecticut
| | - Heather Allore
- Department of Internal Medicine, Yale University, New Haven, Connecticut
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut
| | - Swathi Ekambareshwar
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research, Royal North Shore Hospital and University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
| | - Alice E Kane
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
- School of Life and Environmental Sciences, Harvard Medical School, Boston, Massachusetts
| | - Susan E Howlett
- Departments of Pharmacology and Medicine (Geriatric Medicine), Dalhousie University, Halifax, Canada
| | - Rafael de Cabo
- Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - David G Le Couteur
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
- Ageing and Alzhiemers Institute (AAAI), Centre for Education and Research on Ageing (CERA) and ANZAC Research Institute, Concord Hospital, Sydney, New South Wales, Australia
- Charles Perkins Centre, University of Sydney, New South Wales, Australia
| | - Sarah N Hilmer
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research, Royal North Shore Hospital and University of Sydney, St Leonards, New South Wales, Australia
- Departments of Clinical Pharmacology and Aged Care, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, New South Wales, Australia
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Frye BM, Valure PM, Craft S, Baxter MG, Scott C, Wise-Walden S, Bissinger DW, Register HM, Copeland C, Jorgensen MJ, Justice JN, Kritchevsky SB, Register TC, Shively CA. Temporal emergence of age-associated changes in cognitive and physical function in vervets (Chlorocebus aethiops sabaeus). GeroScience 2021; 43:1303-1315. [PMID: 33611720 PMCID: PMC8190425 DOI: 10.1007/s11357-021-00338-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/04/2021] [Indexed: 02/07/2023] Open
Abstract
Dual declines in gait speed and cognitive performance are associated with increased risk of developing dementia. Characterizing the patterns of such impairments therefore is paramount to distinguishing healthy from pathological aging. Nonhuman primates such as vervet/African green monkeys (Chlorocebus aethiops sabaeus) are important models of human neurocognitive aging, yet the trajectory of dual decline has not been characterized. We therefore (1) assessed whether cognitive and physical performance (i.e., gait speed) are lower in older aged animals; (2) explored the relationship between performance in a novel task of executive function (Wake Forest Maze Task-WFMT) and a well-established assessment of working memory (delayed response task-DR task); and (3) examined the association between baseline gait speed with executive function and working memory at 1-year follow-up. We found (1) physical and cognitive declines with age; (2) strong agreement between performance in the novel WFMT and DR task; and (3) that slow gait is associated with poor cognitive performance in both domains. Our results suggest that older aged vervets exhibit a coordinated suite of traits consistent with human aging and that slow gait may be a biomarker of cognitive decline. This integrative approach provides evidence that gait speed and cognitive function differ across the lifespan in female vervet monkeys, which advances them as a model that could be used to dissect relationships between trajectories of dual decline over time.
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Affiliation(s)
- Brett M Frye
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Department of Internal Medicine - Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, USA
| | - Payton M Valure
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - Suzanne Craft
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Department of Internal Medicine - Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, USA
- Wake Forest Alzheimer's Disease Research Center, Winston-Salem, USA
| | - Mark G Baxter
- Nash Family Department of Neuroscience, IW, New York, USA
| | - Christie Scott
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - Shanna Wise-Walden
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - David W Bissinger
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - Hannah M Register
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - Carson Copeland
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - Matthew J Jorgensen
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
| | - Jamie N Justice
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Department of Internal Medicine - Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, USA
| | - Stephen B Kritchevsky
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Department of Internal Medicine - Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, USA
| | - Thomas C Register
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA
- Wake Forest Alzheimer's Disease Research Center, Winston-Salem, USA
| | - Carol A Shively
- Wake Forest School of Medicine, Medical Center Blvd Winston-Salem, NC, 27157-1040, USA.
- Wake Forest Alzheimer's Disease Research Center, Winston-Salem, USA.
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5
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Walker EM, Slisarenko N, Gerrets GL, Kissinger PJ, Didier ES, Kuroda MJ, Veazey RS, Jazwinski SM, Rout N. Inflammaging phenotype in rhesus macaques is associated with a decline in epithelial barrier-protective functions and increased pro-inflammatory function in CD161-expressing cells. GeroScience 2019; 41:739-757. [PMID: 31713098 PMCID: PMC6925095 DOI: 10.1007/s11357-019-00099-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 08/29/2019] [Indexed: 02/06/2023] Open
Abstract
The development of chronic inflammation, called inflammaging, contributes to the pathogenesis of age-related diseases. Although it is known that both B and T lymphocyte compartments of the adaptive immune system deteriorate with advancing age, the impact of aging on immune functions of Th17-type CD161-expressing innate immune cells and their role in inflammaging remain incompletely understood. Here, utilizing the nonhuman primate model of rhesus macaques, we report that a dysregulated Th17-type effector function of CD161+ immune cells is associated with leaky gut and inflammatory phenotype of aging. Higher plasma levels of inflammatory cytokines IL-6, TNF-α, IL-1β, GM-CSF, IL-12, and Eotaxin correlated with elevated markers of gut permeability including LPS-binding protein (LBP), intestinal fatty acid binding protein (I-FABP), and sCD14 in aging macaques. Further, older macaques displayed significantly lower frequencies of circulating Th17-type immune cells comprised of CD161+ T cell subsets, NK cells, and innate lymphoid cells. Corresponding with the increased markers of gut permeability, production of the type-17 cytokines IL-17 and IL-22 was impaired in CD161+ T cell subsets and NK cells, along with a skewing towards IFN-γ cytokine production. These findings suggest that reduced frequencies of CD161+ immune cells along with a specific loss in Th17-type effector functions contribute to impaired gut barrier integrity and systemic inflammation in aging macaques. Modulating type-17 immune cell functions via cytokine therapy or dietary interventions towards reducing chronic inflammation in inflammaging individuals may have the potential to prevent or delay age-related chronic diseases and improve immune responses in the elderly population.
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Affiliation(s)
- Edith M Walker
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA, USA
| | - Nadia Slisarenko
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA, USA
| | - Giovanni L Gerrets
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA, USA
| | - Patricia J Kissinger
- School of Public Health & Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Elizabeth S Didier
- Center for Comparative Medicine and California National Primate Research Center, University of California Davis, Davis, CA, USA
| | - Marcelo J Kuroda
- Center for Comparative Medicine and California National Primate Research Center, University of California Davis, Davis, CA, USA
| | - Ronald S Veazey
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, USA
| | | | - Namita Rout
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA, USA.
- Tulane Center for Aging, Tulane University, New Orleans, LA, USA.
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6
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Fulop GA, Ahire C, Csipo T, Tarantini S, Kiss T, Balasubramanian P, Yabluchanskiy A, Farkas E, Toth A, Nyúl-Tóth Á, Toth P, Csiszar A, Ungvari Z. Cerebral venous congestion promotes blood-brain barrier disruption and neuroinflammation, impairing cognitive function in mice. GeroScience 2019; 41:575-589. [PMID: 31691147 PMCID: PMC6885079 DOI: 10.1007/s11357-019-00110-1] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 09/20/2019] [Indexed: 02/07/2023] Open
Abstract
Cognitive impairment is one of the most common co-occurring chronic conditions among elderly heart failure patients (incidence: up to ~ 80%); however, the underlying mechanisms are not completely understood. It is hypothesized that in addition to decreased cardiac output, increases in central-and consequentially, cerebral-venous pressure (backward failure) also contribute significantly to the genesis of cognitive impairment. To test this hypothesis and elucidate the specific pathogenic role of venous congestion in the brain, we have established a novel model of increased cerebral venous pressure: mice with jugular vein ligation (JVL). To test the hypothesis that increased venous pressure in the brain contributes to the development of cognitive deficits by causing blood-brain barrier disruption, dysregulation of blood flow, and/or promoting neuroinflammation, in C57BL/6 mice, the internal and external jugular veins were ligated. Cognitive function (radial arm water maze), gait function (CatWalk), and motor coordination (rotarod) were tested post-JVL. Neurovascular coupling responses were assessed by measuring changes in cerebral blood flow in the whisker barrel cortex in response to contralateral whisker stimulation by laser speckle contrast imaging through a closed cranial window. Blood-brain barrier integrity (IgG extravasation) and microglia activation (Iba1 staining) were assessed in brain slices by immunohistochemistry. Neuroinflammation-related gene expression profile was assessed by a targeted qPCR array. After jugular vein ligation, mice exhibited impaired spatial learning and memory, altered motor coordination, and impaired gait function, mimicking important aspects of altered brain function observed in human heart failure patients. JVL did not alter neurovascular coupling responses. In the brains of mice with JVL, significant extravasation of IgG was detected, indicating blood-brain barrier disruption, which was associated with histological markers of neuroinflammation (increased presence of activated microglia) and a pro-inflammatory shift in gene expression profile. Thus, cerebral venous congestion per se can cause blood-brain barrier disruption and neuroinflammation, which likely contribute to the genesis of cognitive impairment. These findings have relevance to the pathogenesis of cognitive decline associated with heart failure as well as increased cerebal venous pressure due to increased jugular venous reflux in elderly human patients.
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Affiliation(s)
- Gabor A Fulop
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Division of Clinical Physiology, Department of Cardiology/Kálmán Laki Doctoral School of Biomedical and Clinical Sciences, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Chetan Ahire
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
| | - Tamas Csipo
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Division of Clinical Physiology, Department of Cardiology/Kálmán Laki Doctoral School of Biomedical and Clinical Sciences, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Stefano Tarantini
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Tamas Kiss
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Theoretical Medicine Doctoral School, Department of Medical Physics and Informatics, University of Szeged, Szeged, Hungary
| | - Priya Balasubramanian
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
| | - Andriy Yabluchanskiy
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
| | - Eszter Farkas
- International Training Program in Geroscience, Theoretical Medicine Doctoral School, Department of Medical Physics and Informatics, University of Szeged, Szeged, Hungary
| | - Attila Toth
- International Training Program in Geroscience, Division of Clinical Physiology, Department of Cardiology/Kálmán Laki Doctoral School of Biomedical and Clinical Sciences, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Ádám Nyúl-Tóth
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Institute of Biophysics, Biological Research Centre, Szeged, Hungary
| | - Peter Toth
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Department of Neurosurgery and Szentagothai Research Center, University of Pecs, Medical School, Pecs, Hungary
- Institute for Translational Medicine, University of Pecs, Medical School , Pecs, Hungary
| | - Anna Csiszar
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA
- International Training Program in Geroscience, Theoretical Medicine Doctoral School, Department of Medical Physics and Informatics, University of Szeged, Szeged, Hungary
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Institute of Clinical Experimental Research, Semmelweis University, Budapest, Hungary
| | - Zoltan Ungvari
- Vascular Cognitive Impairment and Neurodegeneration Program, Oklahoma Center for Geroscience, Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, 975 NE 10th Street, BRC 1311, Oklahoma City, OK, 73104, USA.
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary.
- International Training Program in Geroscience, Theoretical Medicine Doctoral School, Department of Medical Physics and Informatics, University of Szeged, Szeged, Hungary.
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