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Liu YS, Baxi M, Madan CR, Zhan K, Makris N, Rosene DL, Killiany RJ, Cetin-Karayumak S, Pasternak O, Kubicki M, Cao B. Brain age of rhesus macaques over the lifespan. Neurobiol Aging 2024; 139:73-81. [PMID: 38643691 DOI: 10.1016/j.neurobiolaging.2024.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 02/27/2024] [Accepted: 02/28/2024] [Indexed: 04/23/2024]
Abstract
Through the application of machine learning algorithms to neuroimaging data the brain age methodology was shown to provide a useful individual-level biological age prediction and identify key brain regions responsible for the prediction. In this study, we present the methodology of constructing a rhesus macaque brain age model using a machine learning algorithm and discuss the key predictive brain regions in comparison to the human brain, to shed light on cross-species primate similarities and differences. Structural information of the brain (e.g., parcellated volumes) from brain magnetic resonance imaging of 43 rhesus macaques were used to develop brain atlas-based features to build a brain age model that predicts biological age. The best-performing model used 22 selected features and achieved an R2 of 0.72. We also identified interpretable predictive brain features including Right Fronto-orbital Cortex, Right Frontal Pole, Right Inferior Lateral Parietal Cortex, and Bilateral Posterior Central Operculum. Our findings provide converging evidence of the parallel and comparable brain regions responsible for both non-human primates and human biological age prediction.
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Affiliation(s)
- Yang S Liu
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
| | - Madhura Baxi
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Kevin Zhan
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
| | - Nikolaos Makris
- Department of Psychiatry, Center for Morphometric Analysis, A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Douglas L Rosene
- Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Ronald J Killiany
- Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Suheyla Cetin-Karayumak
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Laboratory of Mathematics in Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ofer Pasternak
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Marek Kubicki
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Center for Morphometric Analysis, A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Laboratory of Mathematics in Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Bo Cao
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada; Department of Computing Science, University of Alberta, Edmonton, AB, Canada.
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2
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Johnson BJ, Barcus RA, Olson JD, Lipford ME, Andrews RN, Dugan GO, Tooze JA, Kim J, Deycmar S, Whitlow CT, Cline JM. Total-Body Irradiation Alters White Matter Volume and Microstructural Integrity in Rhesus Macaques. Int J Radiat Oncol Biol Phys 2024; 119:208-218. [PMID: 37972714 DOI: 10.1016/j.ijrobp.2023.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 11/03/2023] [Accepted: 11/05/2023] [Indexed: 11/19/2023]
Abstract
PURPOSE Long-term survivors of brain irradiation can experience irreversible injury and cognitive impairment. T1-weighted and diffusion tensor magnetic resonance imaging (MRI) are used to evaluate brain volume and white matter (WM) microstructure in neurodevelopmental and neurodegenerative conditions. The goal of this study was to evaluate the long-term effects of single-dose total-body irradiation (TBI) or TBI with 5% partial-body sparing on brain volumetrics and WM integrity in macaques. METHODS AND MATERIALS We used MRI scans from a cohort of male rhesus macaques (age range, 3.6-22.8 years) to compare global and regional brain volumes and WM diffusion in survivors of TBI (T1-weighted, n = 137; diffusion tensor imaging, n = 121; dose range, 3.5-10 Gy) with unirradiated controls (T1-weighted, n = 48; diffusion tensor imaging, n = 38). RESULTS In all regions of interest, radiation affected age-related changes in fractional anisotropy, which tended to increase across age in both groups but to a lesser extent in the irradiated group (interaction P < .01). Depending on the region of interest, mean diffusivity decreased or remained the same across age in unirradiated animals, whereas it increased or did not change in irradiated animals. The increases in mean diffusivity were driven by changes in radial diffusivity, which followed similar trends across age. Axial diffusivity did not differ by irradiation status. Age-related changes in relative volumes in controls reflected normal trends in humans, with increasing WM and decreasing gray matter until middle age. Cerebrospinal fluid (CSF) volume did not differ across age in controls. WM volume was lower and CSF volume was higher in young irradiated macaques. WM volume was similar between groups, and CSF volume lower in older irradiated macaques. Gray matter volume was unaffected by radiation. CONCLUSIONS TBI results in delayed WM expansion and long-term disruption of WM integrity. Diffusion changes suggest that myelin injury in WM is a hallmark of late-delayed radiation-induced brain injury.
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Affiliation(s)
- Brendan J Johnson
- Department of Pathology, Section on Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina.
| | - Richard A Barcus
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - John D Olson
- Department of Pathology, Section on Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Megan E Lipford
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina; Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Rachel N Andrews
- Department of Radiation Oncology, Section on Radiation Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Greg O Dugan
- Department of Pathology, Section on Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Janet A Tooze
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jeongchul Kim
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Simon Deycmar
- Department of Pathology, Section on Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Christopher T Whitlow
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina; Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina; Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina; Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - J Mark Cline
- Department of Pathology, Section on Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina; Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, North Carolina
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3
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Colman R, Pierre P, Adriansjach J, Crosno K, Noguchi KK, Ikonomidou C. Behavioral and Cognitive Outcomes of Rhesus Macaques Following Neonatal Exposure to Antiseizure Medications. Ann Neurol 2023; 95:10.1002/ana.26794. [PMID: 37706347 PMCID: PMC10937326 DOI: 10.1002/ana.26794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 08/20/2023] [Accepted: 09/11/2023] [Indexed: 09/15/2023]
Abstract
OBJECTIVE Exposure of neonatal macaques to the antiseizure medications phenobarbital and midazolam (PbM) causes widespread apoptotic death of neurons and oligodendrocytes. We studied behavior and neurocognitive performance in 12 to 24 month-old macaques treated as neonates with PbM. METHODS A total of 14 monkeys received phenobarbital and midazolam over 24 hours under normothermia (n = 8) or mild hypothermia (n = 6). Controls (n = 8) received no treatment. Animals underwent testing in the human intruder paradigm at ages 12 and 18 months, and a 3-step stimulus discrimination task at ages 12, 18, and 24 months. RESULTS Animals treated with PbM displayed lower scores for environmental exploration, and higher scores for locomotion and vocalizations compared with controls. Combined PbM and hypothermia resulted in lower scores for aggression and vigilance at 12 months compared with controls and normothermic PbM animals. A mixed-effects generalized linear model was used to test for differences in neurocognitive performance between the control and PbM groups in the first step of the stimulus discrimination task battery (shape center baited to shape center non-baited). The odds of passing this step differed by group (p = 0.044). At any given age, the odds of passing for a control animal were 9.53-fold (95% CI 1.06-85) the odds for a PbM animal. There was also evidence suggesting a higher learning rate in the shape center non-baited for the control relative to the PbM group (Cox model HR 2.13, 95% CI 1.02-4.43; p = 0.044). INTERPRETATION These findings demonstrate that a 24-hour-long neonatal treatment with a clinically relevant combination of antiseizure medications can have long-lasting effects on behavior and cognition in nonhuman primates. ANN NEUROL 2023.
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Affiliation(s)
- Ricki Colman
- Wisconsin National Primate Research Center, Madison WI, USA
- Department of Cell and Regenerative Biology, University of Wisconsin, School of Medicine, Madison WI USA
| | - Peter Pierre
- Wisconsin National Primate Research Center, Madison WI, USA
| | | | - Kristin Crosno
- Wisconsin National Primate Research Center, Madison WI, USA
| | - Kevin K. Noguchi
- Department of Psychiatry, Washington University, School of Medicine, St Louis, USA
| | - Chrysanthy Ikonomidou
- Department of Neurology, University of Wisconsin, School of Medicine, Madison WI USA
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4
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Ausderau KK, Colman RJ, Kabakov S, Schultz-Darken N, Emborg ME. Evaluating depression- and anxiety-like behaviors in non-human primates. Front Behav Neurosci 2023; 16:1006065. [PMID: 36744101 PMCID: PMC9892652 DOI: 10.3389/fnbeh.2022.1006065] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 12/29/2022] [Indexed: 01/20/2023] Open
Abstract
Depression and anxiety are some of the most prevalent and debilitating mental health conditions in humans. They can present on their own or as co-morbidities with other disorders. Like humans, non-human primates (NHPs) can develop depression- and anxiety-like signs. Here, we first define human depression and anxiety, examine equivalent species-specific behaviors in NHPs, and consider models and current methods to identify and evaluate these behaviors. We also discuss knowledge gaps, as well as the importance of evaluating the co-occurrence of depression- and anxiety-like behaviors in animal models of human disease. Lastly, we consider ethical challenges in depression and anxiety research on NHPs in order to ultimately advance the understanding and the personalized treatment of these disorders.
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Affiliation(s)
- Karla K. Ausderau
- Wisconsin National Primate Research Center, University of Wisconsin—Madison, Madison, WI, United States
- Waisman Center, University of Wisconsin—Madison, Madison, WI, United States
- Department of Kinesiology, University of Wisconsin—Madison, Madison, WI, United States
| | - Ricki J. Colman
- Wisconsin National Primate Research Center, University of Wisconsin—Madison, Madison, WI, United States
- Department of Cell and Regenerative Biology, University of Wisconsin—Madison, Madison, WI, United States
| | - Sabrina Kabakov
- Department of Kinesiology, University of Wisconsin—Madison, Madison, WI, United States
| | - Nancy Schultz-Darken
- Wisconsin National Primate Research Center, University of Wisconsin—Madison, Madison, WI, United States
| | - Marina E. Emborg
- Wisconsin National Primate Research Center, University of Wisconsin—Madison, Madison, WI, United States
- Department of Medical Physics, University of Wisconsin—Madison, Madison, WI, United States
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5
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The Effects of Dietary Interventions on Brain Aging and Neurological Diseases. Nutrients 2022; 14:nu14235086. [PMID: 36501116 PMCID: PMC9740746 DOI: 10.3390/nu14235086] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/17/2022] [Accepted: 11/23/2022] [Indexed: 12/02/2022] Open
Abstract
Dietary interventions can ameliorate age-related neurological decline. Decades of research of in vitro studies, animal models, and clinical trials support their ability and efficacy to improve behavioral outcomes by inducing biochemical and physiological changes that lead to a more resilient brain. Dietary interventions including calorie restriction, alternate day fasting, time restricted feeding, and fasting mimicking diets not only improve normal brain aging but also slow down, or even reverse, the progression of neurological diseases. In this review, we focus on the effects of intermittent and periodic fasting on improving phenotypic outcomes, such as cognitive and motor-coordination decline, in the normal aging brain through an increase in neurogenesis and synaptic plasticity, and decrease in neuroinflammation, mitochondrial dysfunction, and oxidative stress. We summarize the results of various dietary interventions in animal models of age-related neurological diseases such as Alzheimer's disease, Parkinson's disease, epilepsy, and Multiple Sclerosis and discuss the results of clinical trials that explore the feasibility of dietary interventions in the prevention and treatment of these diseases.
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6
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Fontana L, Ghezzi L, Cross AH, Piccio L. Effects of dietary restriction on neuroinflammation in neurodegenerative diseases. J Exp Med 2021; 218:211666. [PMID: 33416892 PMCID: PMC7802371 DOI: 10.1084/jem.20190086] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 09/29/2020] [Accepted: 11/30/2020] [Indexed: 12/11/2022] Open
Abstract
Recent and accumulating work in experimental animal models and humans shows that diet has a much more pervasive and prominent role than previously thought in modulating neuroinflammatory and neurodegenerative mechanisms leading to some of the most common chronic central nervous system (CNS) diseases. Chronic or intermittent food restriction has profound effects in shaping brain and peripheral metabolism, immunity, and gut microbiome biology. Interactions among calorie intake, meal frequency, diet quality, and the gut microbiome modulate specific metabolic and molecular pathways that regulate cellular, tissue, and organ homeostasis as well as inflammation during normal brain aging and CNS neurodegenerative diseases, including Alzheimer's disease, Parkinson's disease, amyotrophic lateral sclerosis, and multiple sclerosis, among others. This review discusses these findings and their potential application to the prevention and treatment of CNS neuroinflammatory diseases and the promotion of healthy brain aging.
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Affiliation(s)
- Luigi Fontana
- Charles Perkins Center, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.,Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia.,Department of Clinical and Experimental Sciences, Brescia University, Brescia, Italy
| | - Laura Ghezzi
- Department of Neurology, Washington University in St. Louis, St. Louis, MO.,University of Milan, Milan, Italy
| | - Anne H Cross
- Department of Neurology, Washington University in St. Louis, St. Louis, MO
| | - Laura Piccio
- Department of Neurology, Washington University in St. Louis, St. Louis, MO.,Brain and Mind Centre, School of Medical Sciences, University of Sydney, Sydney, New South Wales, Australia
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7
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Souder DC, Dreischmeier IA, Smith AB, Wright S, Martin SA, Sagar MAK, Eliceiri KW, Salamat SM, Bendlin BB, Colman RJ, Beasley TM, Anderson RM. Rhesus monkeys as a translational model for late-onset Alzheimer's disease. Aging Cell 2021; 20:e13374. [PMID: 33951283 PMCID: PMC8208787 DOI: 10.1111/acel.13374] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 03/22/2021] [Accepted: 04/11/2021] [Indexed: 11/28/2022] Open
Abstract
Age is a major risk factor for late-onset Alzheimer's disease (AD) but seldom features in laboratory models of the disease. Furthermore, heterogeneity in size and density of AD plaques observed in individuals are not recapitulated in transgenic mouse models, presenting an incomplete picture. We show that the amyloid plaque microenvironment is not equivalent between rodent and primate species, and that differences in the impact of AD pathology on local metabolism and inflammation might explain established differences in neurodegeneration and functional decline. Using brain tissue from transgenic APP/PSEN1 mice, rhesus monkeys with age-related amyloid plaques, and human subjects with confirmed AD, we report altered energetics in the plaque microenvironment. Metabolic features included changes in mitochondrial distribution and enzymatic activity, and changes in redox cofactors NAD(P)H that were shared among species. A greater burden of lipofuscin was detected in the brains from monkeys and humans of advanced age compared to transgenic mice. Local inflammatory signatures indexed by astrogliosis and microglial activation were detected in each species; however, the inflamed zone was considerably larger for monkeys and humans. These data demonstrate the advantage of nonhuman primates in modeling the plaque microenvironment, and provide a new framework to investigate how AD pathology might contribute to functional loss.
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Affiliation(s)
- Dylan C. Souder
- Division of Geriatrics Department of Medicine SMPH Madison WI USA
| | | | - Alex B. Smith
- Division of Geriatrics Department of Medicine SMPH Madison WI USA
| | - Samantha Wright
- Division of Geriatrics Department of Medicine SMPH Madison WI USA
| | - Stephen A. Martin
- Biology of Aging Laboratory Center for American Indian and Rural Health Equity Montana State University Bozeman MT USA
| | - Md Abdul Kader Sagar
- Department of Biomedical Engineering University of Wisconsin Madison Madison WI USA
| | - Kevin W. Eliceiri
- Department of Biomedical Engineering University of Wisconsin Madison Madison WI USA
| | - Shahriar M. Salamat
- Department of Pathology Laboratory Medicine University of Wisconsin Madison Madison WI USA
- Neurological Surgery University of Wisconsin Madison Madison WI USA
| | | | - Ricki J. Colman
- Wisconsin National Primate Research Center University of Wisconsin Madison Madison WI USA
| | - T. Mark Beasley
- Department of Biostatistics University of Alabama Birmingham AL USA
- GRECC Birmingham/Atlanta Veterans Administration Hospital Birmingham AL USA
| | - Rozalyn M. Anderson
- Division of Geriatrics Department of Medicine SMPH Madison WI USA
- GRECC William S. Middleton Memorial Veterans Hospital Madison WI USA
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8
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Lacreuse A, Raz N, Schmidtke D, Hopkins WD, Herndon JG. Age-related decline in executive function as a hallmark of cognitive ageing in primates: an overview of cognitive and neurobiological studies. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190618. [PMID: 32951543 DOI: 10.1098/rstb.2019.0618] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Executive function (EF) is a complex construct that reflects multiple higher-order cognitive processes such as planning, updating, inhibiting and set-shifting. Decline in these functions is a hallmark of cognitive ageing in humans, and age differences and changes in EF correlate with age-related differences and changes in association cortices, particularly the prefrontal areas. Here, we review evidence for age-related decline in EF and associated neurobiological changes in prosimians, New World and Old World monkeys, apes and humans. While EF declines with age in all primate species studied, the relationship of this decline with age-related alterations in the prefrontal cortex remains unclear, owing to the scarcity of neurobiological studies focusing on the ageing brain in most primate species. In addition, the influence of sex, vascular and metabolic risk, and hormonal status has rarely been considered. We outline several methodological limitations and challenges with the goal of producing a comprehensive integration of cognitive and neurobiological data across species and elucidating how ageing shapes neurocognitive trajectories in primates with different life histories, lifespans and brain architectures. Such comparative investigations are critical for fostering translational research and understanding healthy and pathological ageing in our own species. This article is part of the theme issue 'Evolution of the primate ageing process'.
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Affiliation(s)
- Agnès Lacreuse
- Psychological and Brain Sciences, University of Massachusetts, Tobin Hall, 135 Hicks Way, Amherst, MA 01003, USA
| | - Naftali Raz
- Department of Psychology, Wayne State University, Detroit, MI, USA.,Max Planck Institute for Human Development, Berlin, Germany
| | - Daniel Schmidtke
- University of Veterinary Medicine, Foundation, Hannover, Germany
| | - William D Hopkins
- Keeling Center for Comparative Medicine and Research, University of Texas, MD Anderson Cancer Center, Bastrop, TX, USA
| | - James G Herndon
- Department of Psychology, Emory University, Atlanta, GA, USA
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9
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Harasym D, Turco CV, Nicolini C, Toepp SL, Jenkins EM, Gibala MJ, Noseworthy MD, Nelson AJ. Fitness Level Influences White Matter Microstructure in Postmenopausal Women. Front Aging Neurosci 2020; 12:129. [PMID: 32547386 PMCID: PMC7273967 DOI: 10.3389/fnagi.2020.00129] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 04/17/2020] [Indexed: 12/21/2022] Open
Abstract
Aerobic exercise has both neuroprotective and neurorehabilitative benefits. However, the underlying mechanisms are not fully understood and need to be investigated, especially in postmenopausal women, who are at increased risk of age-related disorders such as Alzheimer’s disease and stroke. To advance our understanding of the potential neurological benefits of aerobic exercise in aging women, we examined anatomical and functional responses that may differentiate women of varying cardiorespiratory fitness using neuroimaging and neurophysiology. A total of 35 healthy postmenopausal women were recruited (59 ± 3 years) and cardiorespiratory fitness estimated (22–70 mL/kg/min). Transcranial magnetic stimulation was used to assess -aminobutyric acid (GABA) and glutamate (Glu) receptor function in the primary motor cortex (M1), and magnetic resonance spectroscopy (MRS) was used to quantify GABA and Glu concentrations in M1. Magnetic resonance imaging was used to assess mean cortical thickness (MCT) of sensorimotor and frontal regions, while the microstructure of sensorimotor and other white matter tracts was evaluated through diffusion tensor imaging. Regression analysis revealed that higher fitness levels were associated with improved microstructure in pre-motor and sensory tracts, and the hippocampal cingulum. Fitness level was not associated with MCT, MRS, or neurophysiology measures. These data indicate that, in postmenopausal women, higher cardiorespiratory fitness is linked with preserved selective white matter microstructure, particularly in areas that influence sensorimotor control and memory.
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Affiliation(s)
- Diana Harasym
- School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada.,Imaging Research Center, St. Joseph's Healthcare, Hamilton, ON, Canada
| | - Claudia V Turco
- Department of Kinesiology, McMaster University, Hamilton, ON, Canada
| | - Chiara Nicolini
- Department of Kinesiology, McMaster University, Hamilton, ON, Canada
| | - Stephen L Toepp
- Department of Kinesiology, McMaster University, Hamilton, ON, Canada
| | - E Madison Jenkins
- Department of Kinesiology, McMaster University, Hamilton, ON, Canada
| | - Martin J Gibala
- Department of Kinesiology, McMaster University, Hamilton, ON, Canada
| | - Michael D Noseworthy
- School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada.,Imaging Research Center, St. Joseph's Healthcare, Hamilton, ON, Canada.,Department of Kinesiology, McMaster University, Hamilton, ON, Canada.,Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON, Canada.,Department of Radiology, McMaster University, Hamilton, ON, Canada
| | - Aimee J Nelson
- School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada.,Department of Kinesiology, McMaster University, Hamilton, ON, Canada
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10
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Borzuola R, Giombini A, Torre G, Campi S, Albo E, Bravi M, Borrione P, Fossati C, Macaluso A. Central and Peripheral Neuromuscular Adaptations to Ageing. J Clin Med 2020; 9:jcm9030741. [PMID: 32182904 PMCID: PMC7141192 DOI: 10.3390/jcm9030741] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 02/27/2020] [Accepted: 03/04/2020] [Indexed: 12/31/2022] Open
Abstract
Ageing is accompanied by a severe muscle function decline presumably caused by structural and functional adaptations at the central and peripheral level. Although researchers have reported an extensive analysis of the alterations involving muscle intrinsic properties, only a limited number of studies have recognised the importance of the central nervous system, and its reorganisation, on neuromuscular decline. Neural changes, such as degeneration of the human cortex and function of spinal circuitry, as well as the remodelling of the neuromuscular junction and motor units, appear to play a fundamental role in muscle quality decay and culminate with considerable impairments in voluntary activation and motor performance. Modern diagnostic techniques have provided indisputable evidence of a structural and morphological rearrangement of the central nervous system during ageing. Nevertheless, there is no clear insight on how such structural reorganisation contributes to the age-related functional decline and whether it is a result of a neural malfunction or serves as a compensatory mechanism to preserve motor control and performance in the elderly population. Combining leading-edge techniques such as high-density surface electromyography (EMG) and improved diagnostic procedures such as functional magnetic resonance imaging (fMRI) or high-resolution electroencephalography (EEG) could be essential to address the unresolved controversies and achieve an extensive understanding of the relationship between neural adaptations and muscle decline.
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Affiliation(s)
- Riccardo Borzuola
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (R.B.); (A.G.); (P.B.); (C.F.); (A.M.)
| | - Arrigo Giombini
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (R.B.); (A.G.); (P.B.); (C.F.); (A.M.)
| | - Guglielmo Torre
- Department of Orthopaedic And Trauma Surgery, Campus Bio-Medico University of Rome, 00128 Rome, Italy; (S.C.); (E.A.)
- Correspondence: ; Tel.: +6-225-418-825
| | - Stefano Campi
- Department of Orthopaedic And Trauma Surgery, Campus Bio-Medico University of Rome, 00128 Rome, Italy; (S.C.); (E.A.)
| | - Erika Albo
- Department of Orthopaedic And Trauma Surgery, Campus Bio-Medico University of Rome, 00128 Rome, Italy; (S.C.); (E.A.)
| | - Marco Bravi
- Department of Physical Medicine and Rehabilitation, Campus Bio-Medico University of Rome, 00128 Rome, Italy;
| | - Paolo Borrione
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (R.B.); (A.G.); (P.B.); (C.F.); (A.M.)
| | - Chiara Fossati
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (R.B.); (A.G.); (P.B.); (C.F.); (A.M.)
| | - Andrea Macaluso
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (R.B.); (A.G.); (P.B.); (C.F.); (A.M.)
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11
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Klinedinst BS, Pappas C, Le S, Yu S, Wang Q, Wang L, Allenspach-Jorn K, Mochel JP, Willette AA. Aging-related changes in fluid intelligence, muscle and adipose mass, and sex-specific immunologic mediation: A longitudinal UK Biobank study. Brain Behav Immun 2019; 82:396-405. [PMID: 31513875 PMCID: PMC7755032 DOI: 10.1016/j.bbi.2019.09.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 09/07/2019] [Accepted: 09/08/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Obesity in midlife and early late-life is associated with worse normal cognitive aging. Dual-energy X-ray absorptiometry (DEXA) suggests that visceral adipose mass (VAM) plays a predominant role, whereas non-visceral adipose mass (NVAM) and lean muscle mass (LMM) have shown conflicting relationships. It is unknown how longitudinal, cognitive changes in age-sensitive domains like fluid intelligence (FI) correspond to VAM, NVAM, and LMM in women and men. Furthermore, changes over time in blood leukocyte sub-populations may partially or fully account for sex-specific associations. METHODS Data on 4431 late middle-aged, cognitively unimpaired adults (mean = 64.5 y) was obtained from the UK Biobank prospective cohort across 22 centers. FI scores, blood leukocyte counts, and covariates (age, social class, education) were measured at three 2-year intervals over 6 years. DEXA collection overlapped with these intervals. Sex-stratified growth curves, structural equations, and Preacher-Hayes mediation were used to estimate direct and indirect effects. β-weights were standardized. RESULTS More LMM predicted gains in FI scores among women (β = 0.130, p < .001) and men (β = 0.089, p < .001). Conversely, more VAM and NVAM independently predicted FI decline equally among sexes (e.g., NVAM: women: β = -0.082, p < .001; men: β = -0.076, p < .001). Among women, FI associations were fully mediated by higher eosinophil counts via VAM (λ = 30.8%, p = .028) and lower lymphocyte counts via LMM (λ = 69.2%, p = .021). Among men, FI associations were partially mediated by lower basophils counts via LMM (λ = 4.5%, p = .042) and higher counts via VAM (λ = 50%, p = .037). CONCLUSION The proportion of LMM and VAM equally influenced male FI changes over 6 years, whereas higher LMM among women appeared to more strongly influence. FI changes. Leukocyte counts strongly mediated VAM- and LMM-related FI changes in a sex-specific manner, but not for NVAM. For clinical translation, exercise studies in older adults may benefit from assessing sex-specific values of DEXA-based tissue mass, FI, and leukocyte sub-populations to gauge potential cognitive benefits of less VAM and more LMM.
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Affiliation(s)
- Brandon S. Klinedinst
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, USA,Neuroscience Graduate Program, Iowa State University, Ames, IA, USA
| | - Colleen Pappas
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, USA
| | - Scott Le
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, USA,Interdisciplinary Graduate Studies Program, Iowa State University, Ames, IA, USA
| | - Shan Yu
- Department of Statistics, Iowa State University, Ames, IA, USA
| | - Qian Wang
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, USA,Neuroscience Graduate Program, Iowa State University, Ames, IA, USA
| | - Li Wang
- Department of Statistics, Iowa State University, Ames, IA, USA
| | | | | | - Auriel A. Willette
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, USA,Neuroscience Graduate Program, Iowa State University, Ames, IA, USA,Interdisciplinary Graduate Studies Program, Iowa State University, Ames, IA, USA,Department of Biomedical Sciences, Iowa State University, Ames, IA, USA,Department of Neurology, University of Iowa, Iowa City, USA,Send Correspondence to: Auriel A. Willette, 1109 HNSB, 2302 Osborn Drive, Ames, IA 50011-1078, Phone: (515) 294-3110,
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12
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Moore TL, Bowley B, Shultz P, Calderazzo S, Shobin E, Killiany RJ, Rosene DL, Moss MB. Chronic curcumin treatment improves spatial working memory but not recognition memory in middle-aged rhesus monkeys. GeroScience 2017; 39:571-584. [PMID: 29047012 DOI: 10.1007/s11357-017-9998-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 10/02/2017] [Indexed: 12/15/2022] Open
Abstract
Studies of both humans and non-human primates have demonstrated that aging is typically characterized by a decline in cognition that can occur as early as the fifth decade of life. Age-related changes in working memory are particularly evident and mediated, in part, by the prefrontal cortex, an area known to evidence age-related changes in myelin that is attributed to inflammation. In recent years, several nutraceuticals, including curcumin, by virtue of their anti-inflammatory and antioxidant effects, have received considerable attention as potential treatments for age-related cognitive decline and inflammation. Accordingly, we assessed for the first time in a non-human primate model of normal aging the efficacy of dietary intervention using the natural phenol curcumin to ameliorate the effects of aging on spatial working and recognition memory. Results revealed that monkeys receiving daily administration of curcumin over 14-18 months demonstrated a greater improvement in performance on repeated administration of a task of spatial working memory compared to monkeys that received a control substance.
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Affiliation(s)
- Tara L Moore
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA.
- Department of Neurology, Boston University School of Medicine, 725 Albany Street, Boston, MA, 02118, USA.
| | - Bethany Bowley
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
| | - Penny Shultz
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
| | - Samantha Calderazzo
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
| | - Eli Shobin
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
- Graduate Program in Neuroscience, Boston University School of Medicine, 72 E. Concord Street, Boston, MA, 02118, USA
| | - Ronald J Killiany
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
- Department of Neurology, Boston University School of Medicine, 725 Albany Street, Boston, MA, 02118, USA
| | - Douglas L Rosene
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
- Yerkes National Primate Research Center, Emory University, 201 Dowman Drive, Atlanta, GA, 30322, USA
| | - Mark B Moss
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 E. Concord Street, L-1004, Boston, MA, 02118, USA
- Department of Neurology, Boston University School of Medicine, 725 Albany Street, Boston, MA, 02118, USA
- Yerkes National Primate Research Center, Emory University, 201 Dowman Drive, Atlanta, GA, 30322, USA
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13
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Hadem IKH, Majaw T, Kharbuli B, Sharma R. Beneficial effects of dietary restriction in aging brain. J Chem Neuroanat 2017; 95:123-133. [PMID: 29031555 DOI: 10.1016/j.jchemneu.2017.10.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Revised: 09/14/2017] [Accepted: 10/10/2017] [Indexed: 12/20/2022]
Abstract
Aging is a multifactorial complex process that leads to the deterioration of biological functions wherein its underlying mechanism is not fully elucidated. It affects the organism at the molecular and cellular level that contributes to the deterioration of structural integrity of the organs. The central nervous system is the most vulnerable organ affected by aging and its effect is highly heterogeneous. Aging causes alteration in the structure, metabolism and physiology of the brain leading to impaired cognitive and motor-neural functions. Dietary restriction (DR), a robust mechanism that extends lifespan in various organisms, ameliorates brain aging by reducing oxidative stress, improving mitochondrial function, activating anti-inflammatory responses, promoting neurogenesis and increasing synaptic plasticity. It also protects and prevents age-related structural changes. DR alleviates many age-associated diseases including neurodegeneration and improves cognitive functions. DR inhibits/activates nutrient signaling cascades such as insulin/IGF-1, mTOR, AMPK and sirtuins. Because of its sensitivity to energy status and hormones, AMPK is considered as the global nutrient sensor. This review will present an elucidative potential role of dietary restriction in the prevention of phenotypic features during aging in brain and its diverse mechanisms.
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Affiliation(s)
| | - Teikur Majaw
- Department of Biochemistry, North-Eastern Hill University, Shillong 793022, Meghalaya, India
| | - Babiangshisha Kharbuli
- Department of Biochemistry, North-Eastern Hill University, Shillong 793022, Meghalaya, India
| | - Ramesh Sharma
- Department of Biochemistry, North-Eastern Hill University, Shillong 793022, Meghalaya, India.
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14
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Balasubramanian P, Mattison JA, Anderson RM. Nutrition, metabolism, and targeting aging in nonhuman primates. Ageing Res Rev 2017; 39:29-35. [PMID: 28219777 PMCID: PMC5563491 DOI: 10.1016/j.arr.2017.02.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 12/29/2016] [Accepted: 02/15/2017] [Indexed: 11/23/2022]
Abstract
This short review focuses on the importance of nonhuman primate nutrition and aging studies and makes the case that a targeted expansion of the use of this highly translatable model would be advantageous to the biology of aging field. First, we describe the high degree of similarity of the model in terms of aging phenotypes including incidence and prevalence of common human age-related diseases. Second, we discuss the importance of the nonhuman primate nutrition and aging studies and the extent to which the outcomes of two ongoing long-term studies of caloric restriction are congruent with short-term equivalent studies in humans. Third, we showcase a number of pharmacological agents previously employed in nonhuman primate studies that display some potential as caloric restriction mimetics. Finally, we present nonhuman primates as an important model for translation of mechanisms of delayed aging identified in studies of shorter-lived animals. Proof of efficacy and safety of candidate longevity agents in nonhuman primates would be a cost-effective means to bring these exciting new avenues a step closer to clinical application.
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Affiliation(s)
- Priya Balasubramanian
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Julie A Mattison
- Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, USA
| | - Rozalyn M Anderson
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA; Geriatic Research, Education, and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, WI, USA.
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15
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Colman RJ. Non-human primates as a model for aging. Biochim Biophys Acta Mol Basis Dis 2017; 1864:2733-2741. [PMID: 28729086 DOI: 10.1016/j.bbadis.2017.07.008] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2017] [Revised: 06/28/2017] [Accepted: 07/08/2017] [Indexed: 02/07/2023]
Abstract
There has been, and continues to be, a dramatic shift in the human population towards older ages necessitating biomedical research aimed at better understanding the basic biology of aging and age-related diseases and facilitating new and improved therapeutic options. As it is not practical to perform the breadth of this research in humans, animal models are necessary to recapitulate the complexity of the aging environment. The mouse model is most frequently chosen for these endeavors, however, they are frequently not the most appropriate model. Non-human primates, on the other hand, are more closely related to humans and recapitulate the human aging process and development of age-related diseases. Extensive aging research has been performed in the well-characterized rhesus macaque aging model. More recently, the common marmoset, a small non-human primate with a shorter lifespan, has been explored as a potential aging model. This model holds particular promise as an aging disease model in part due to the successful creation of transgenic marmosets. Limitations to the use of non-human primates in aging research exist but can be mitigated somewhat by the existence of available resources supported by the National Institutes of Health. This article is part of a Special Issue entitled: Animal models of aging - edited by "Houtkooper Riekelt".
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Affiliation(s)
- Ricki J Colman
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, Wisconsin Institutes for Medical Research, 1111 Highland Avenue, Madison, WI 53705, USA; Wisconsin National Primate Research Center, University of Wisconsin, 1220 Capitol Court, Madison, WI 53715, USA.
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16
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Zilkha N, Kuperman Y, Kimchi T. High-fat diet exacerbates cognitive rigidity and social deficiency in the BTBR mouse model of autism. Neuroscience 2017; 345:142-154. [DOI: 10.1016/j.neuroscience.2016.01.070] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Revised: 01/26/2016] [Accepted: 01/29/2016] [Indexed: 12/13/2022]
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17
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Hunter SK, Pereira HM, Keenan KG. The aging neuromuscular system and motor performance. J Appl Physiol (1985) 2016; 121:982-995. [PMID: 27516536 PMCID: PMC5142309 DOI: 10.1152/japplphysiol.00475.2016] [Citation(s) in RCA: 226] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 08/08/2016] [Indexed: 12/25/2022] Open
Abstract
Age-related changes in the basic functional unit of the neuromuscular system, the motor unit, and its neural inputs have a profound effect on motor function, especially among the expanding number of old (older than ∼60 yr) and very old (older than ∼80 yr) adults. This review presents evidence that age-related changes in motor unit morphology and properties lead to impaired motor performance that includes 1) reduced maximal strength and power, slower contractile velocity, and increased fatigability; and 2) increased variability during and between motor tasks, including decreased force steadiness and increased variability of contraction velocity and torque over repeat contractions. The age-related increase in variability of motor performance with aging appears to involve reduced and more variable synaptic inputs that drive motor neuron activation, fewer and larger motor units, less stable neuromuscular junctions, lower and more variable motor unit action potential discharge rates, and smaller and slower skeletal muscle fibers that coexpress different myosin heavy chain isoforms in the muscle of older adults. Physical activity may modify motor unit properties and function in old men and women, although the effects on variability of motor performance are largely unknown. Many studies are of cross-sectional design, so there is a tremendous opportunity to perform high-impact and longitudinal studies along the continuum of aging that determine 1) the influence and cause of the increased variability with aging on functional performance tasks, and 2) whether lifestyle factors such as physical exercise can minimize this age-related variability in motor performance in the rapidly expanding numbers of very old adults.
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Affiliation(s)
- Sandra K Hunter
- Exercise Science Program, Department of Physical Therapy, Marquette University, Milwaukee, Wisconsin; and
| | - Hugo M Pereira
- Exercise Science Program, Department of Physical Therapy, Marquette University, Milwaukee, Wisconsin; and
| | - Kevin G Keenan
- Department of Kinesiology, College of Health Sciences, University of Wisconsin, Milwaukee, Wisconsin
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18
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Huffman DM, Schafer MJ, LeBrasseur NK. Energetic interventions for healthspan and resiliency with aging. Exp Gerontol 2016; 86:73-83. [PMID: 27260561 DOI: 10.1016/j.exger.2016.05.012] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Revised: 05/03/2016] [Accepted: 05/24/2016] [Indexed: 12/16/2022]
Abstract
Several behavioral and pharmacological strategies improve longevity, which is indicative of delayed organismal aging, with the most effective interventions extending both life- and healthspan. In free living creatures, maintaining health and function into old age requires resilience against a multitude of stressors. Conversely, in experimental settings, conventional housing of rodents limits exposure to such challenges, thereby obscuring an accurate assessment of resilience. Caloric restriction (CR) and exercise, as well as pharmacologic strategies (resveratrol, rapamycin, metformin, senolytics), are well established to improve indices of health and aging, but some paradoxical effects have been observed on resilience. For instance, CR potently retards the onset of age-related diseases, and improves lifespan to a greater extent than exercise in a variety of models. However, exercise has proven more consistently beneficial to organismal resilience against a broad array of stressors, including infections, surgery, wound healing and frailty. CR can improve cellular stress defenses and protect from frailty, but also impairs the response to infections, bed rest and healing. How an intervention will impact not only longevity, health and function, but also resiliency, is critical to better understanding translational implications. Thus, organismal robustness represents a critical, albeit understudied aspect of aging, which needs more careful attention in order to better inform on how putative age-delaying strategies will impact preservation of health and function in response to stressors with aging in humans.
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Affiliation(s)
- Derek M Huffman
- Department of Molecular Pharmacology and Medicine, Albert Einstein College of Medicine, Bronx, NY, USA; Institute for Aging Research, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Marissa J Schafer
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA
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Martin SA, DeMuth TM, Miller KN, Pugh TD, Polewski MA, Colman RJ, Eliceiri KW, Beasley TM, Johnson SC, Anderson RM. Regional metabolic heterogeneity of the hippocampus is nonuniformly impacted by age and caloric restriction. Aging Cell 2016; 15:100-10. [PMID: 26521867 PMCID: PMC4717265 DOI: 10.1111/acel.12418] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/17/2015] [Indexed: 12/03/2022] Open
Abstract
The hippocampus is critical for cognition and memory formation and is vulnerable to age‐related atrophy and loss of function. These phenotypes are attenuated by caloric restriction (CR), a dietary intervention that delays aging. Here, we show significant regional effects in hippocampal energy metabolism that are responsive to age and CR, implicating metabolic pathways in neuronal protection. In situ mitochondrial cytochrome c oxidase activity was region specific and lower in aged mice, and the impact of age was region specific. Multiphoton laser scanning microscopy revealed region‐ and age‐specific differences in nicotinamide adenine dinucleotide (NAD)‐derived metabolic cofactors. Age‐related changes in metabolic parameters were temporally separated, with early and late events in the metabolic response to age. There was a significant regional impact of age to lower levels of PGC‐1α, a master mitochondrial regulator. Rather than reversing the impact of age, CR induced a distinct metabolic state with decreased cytochrome c oxidase activity and increased levels of NAD(P)H. Levels of hippocampal PGC‐1α were lower with CR, as were levels of GSK3β, a key regulator of PGC‐1α turnover and activity. Regional distribution and colocalization of PGC‐1α and GSK3β in mouse hippocampus was similar in monkeys. Furthermore, the impact of CR to lower levels of both PGC‐1α and GSK3β was also conserved. The studies presented here establish the hippocampus as a highly varied metabolic environment, reveal cell‐type and regional specificity in the metabolic response to age and delayed aging by CR, and suggest that PGC‐1α and GSK3β play a role in implementing the neuroprotective program induced by CR.
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Affiliation(s)
- Stephen A. Martin
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
| | - Tyler M. DeMuth
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
| | - Karl N. Miller
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
| | - Thomas D. Pugh
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
| | - Michael A. Polewski
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
| | - Ricki J. Colman
- Wisconsin National Primate Research Center University of Wisconsin Madison WI 53715 USA
| | - Kevin W. Eliceiri
- Laboratory for Optical and Computational Instrumentation University of Wisconsin Madison WI 53706 USA
| | - Timothy Mark Beasley
- Department of Biostatistics University of Alabama Birmingham AL 35294 USA
- GRECC Birmingham/Atlanta Veterans Administration Hospital Birmingham AL 35294 USA
| | - Sterling C. Johnson
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
- GRECC William S. Middleton Memorial Veterans Hospital Madison WI 53705 USA
| | - Rozalyn M. Anderson
- Division of Geriatrics Department of Medicine SMPH University of Wisconsin Madison WI 53705 USA
- GRECC William S. Middleton Memorial Veterans Hospital Madison WI 53705 USA
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20
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Avelar WM, D'Abreu A, Coan AC, Lima FO, Guimarães R, Yassuda CL, Oliveira GP, Guillaumon AT, Filho AA, Min LL, Cendes F. Asymptomatic carotid stenosis is associated with gray and white matter damage. Int J Stroke 2015; 10:1197-203. [PMID: 26235564 DOI: 10.1111/ijs.12574] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 06/01/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND Cognitive deficits in patients with asymptomatic carotid stenosis have been reported. The ultimate mechanism of cognitive deficits remains unclear and might be related to subtle structural brain damage. AIMS The aim of the present study was to evaluate the presence of subtle white and grey matter abnormalities associated with asymptomatic carotid stenosis. METHODS Twenty-five patients with asymptomatic ≥70%/occlusion carotid stenosis and 25 healthy controls, matched for gender and age, underwent 3 Tesla brain magnetic resonance imaging. Gray and white matter macrostructural abnormalities were evaluated with voxel-based morphometry using spm8 software. White matter microstructural abnormalities were evaluated with diffusion tensor images with the Diffusion Toolbox package and tract-based spatial statistics from FMRIB Software Library. RESULTS We observed significant macro- and microstructural white matter abnormalities, and these findings were diffuse and symmetrical in both hemispheres. In contrast, gray matter atrophy was observed in the areas corresponding to the anterior circulation of the hemisphere ipsilateral to the carotid stenosis. CONCLUSIONS Patients with asymptomatic carotid stenosis have different patterns of gray and white matter abnormalities. While the white matter damage is diffuse, the gray matter atrophy is localized in the territory of anterior circulation ipsilateral to the stenosis. The role of asymptomatic carotid stenosis in the gray matter damage must be further investigated with longitudinal studies and comparison with neuropsychological evaluation.
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Affiliation(s)
- Wagner M Avelar
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | - Anelyssa D'Abreu
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | - Ana C Coan
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | - Fabrício Oliveira Lima
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | - Rachel Guimarães
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | - Clarissa L Yassuda
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | | | - Ana T Guillaumon
- Department of Surgery, University of Campinas, Campinas, SP, Brazil
| | - Augusto A Filho
- Department of Radiology, University of Campinas, Campinas, SP, Brazil
| | - Li L Min
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
| | - Fernando Cendes
- Neuroimaging Laboratory, Department of Neurology, University of Campinas, Campinas, SP, Brazil
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Willette AA, Kapogiannis D. Does the brain shrink as the waist expands? Ageing Res Rev 2015; 20:86-97. [PMID: 24768742 DOI: 10.1016/j.arr.2014.03.007] [Citation(s) in RCA: 105] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Revised: 03/25/2014] [Accepted: 03/28/2014] [Indexed: 12/20/2022]
Abstract
Recent studies suggest that being overweight or obese is related to worse cognitive performance, particularly executive function. Obesity may also increase the risk of Alzheimer's disease. Consequently, there has been increasing interest in whether adiposity is related to gray or white matter (GM, WM) atrophy. In this review, we identified and critically evaluated studies assessing obesity and GM or WM volumes either globally or in specific regions of interest (ROIs). Across all ages, higher adiposity was consistently associated with frontal GM atrophy, particularly in prefrontal cortex. In children and adults <40 years of age, most studies found no relationship between adiposity and occipital or parietal GM volumes, whereas findings for temporal lobe were mixed. In middle-aged and aged adults, a majority of studies found that higher adiposity is associated with parietal and temporal GM atrophy, whereas results for precuneus, posterior cingulate, and hippocampus were mixed. Higher adiposity had no clear association with global or regional WM in any age group. We conclude that higher adiposity may be associated with frontal GM atrophy across all ages and parietal and temporal GM atrophy in middle and old age.
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Affiliation(s)
- Auriel A Willette
- Laboratory of Neurosciences, National Institute on Aging, 3001 S. Hanover St, NM531, Baltimore, MD 21225, USA
| | - Dimitrios Kapogiannis
- Laboratory of Neurosciences, National Institute on Aging, 3001 S. Hanover St, NM531, Baltimore, MD 21225, USA.
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Effect of age and calorie restriction on corpus callosal integrity in rhesus macaques: a fiber tractography study. Neurosci Lett 2014; 569:38-42. [PMID: 24686192 DOI: 10.1016/j.neulet.2014.03.047] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Revised: 03/13/2014] [Accepted: 03/19/2014] [Indexed: 01/31/2023]
Abstract
The rhesus macaque exhibits age-related brain changes similar to humans, making an excellent model of normal aging. Calorie restriction is a dietary intervention that reduces age-related comorbidities in short-lived animals, and its effects are still under study in rhesus macaques. Here, using deterministic fiber tracking method, we examined the effects of age and calorie restriction on a diffusion tensor imaging measure of white matter integrity, fractional anisotropy (FA), within white matter tracks traversing the anterior (genu) and posterior (splenium) corpus callosum in rhesus monkeys. Our results show: (1) a significant inverse relationship between age and mean FA of tracks traversing the genu and splenium; (2) higher mean FA of the splenium tracks as compared to that of genu tracks across groups; and (3) no significant diet effect on mean track FA through either location. These results are congruent with the age-related decline in white matter integrity reported in humans and monkeys, and the anterior-to-posterior gradient in white matter vulnerability to normal aging in humans. Further studies are warranted to critically evaluate the effect of calorie restriction on brain aging in this unique cohort of elderly primates.
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Papegaaij S, Taube W, Baudry S, Otten E, Hortobágyi T. Aging causes a reorganization of cortical and spinal control of posture. Front Aging Neurosci 2014; 6:28. [PMID: 24624082 PMCID: PMC3939445 DOI: 10.3389/fnagi.2014.00028] [Citation(s) in RCA: 114] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2013] [Accepted: 02/13/2014] [Indexed: 11/13/2022] Open
Abstract
Classical studies in animal preparations suggest a strong role for spinal control of posture. In humans it is now established that the cerebral cortex contributes to postural control of unperturbed and perturbed standing. The age-related degeneration and accompanying functional changes in the brain, reported so far mainly in conjunction with simple manual motor tasks, may also affect the mechanisms that control complex motor tasks involving posture. This review outlines the age-related structural and functional changes at spinal and cortical levels and provides a mechanistic analysis of how such changes may be linked to the behaviorally manifest postural deficits in old adults. The emerging picture is that the age-related reorganization in motor control during voluntary tasks, characterized by differential modulation of spinal reflexes, greater cortical activation and cortical disinhibition, is also present during postural tasks. We discuss the possibility that this reorganization underlies the increased coactivation and dual task interference reported in elderly. Finally, we propose a model for future studies to unravel the structure-function-behavior relations in postural control and aging.
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Affiliation(s)
- Selma Papegaaij
- Center for Human Movement Sciences, University of Groningen, University Medical Center Groningen Groningen, Netherlands
| | - Wolfgang Taube
- Movement and Sports Science, Department of Medicine, University of Fribourg Fribourg, Switzerland
| | - Stéphane Baudry
- Laboratory of Applied Biology, Faculty for Motor Sciences, Université Libre de Bruxelles Brussels, Belgium
| | - Egbert Otten
- Center for Human Movement Sciences, University of Groningen, University Medical Center Groningen Groningen, Netherlands
| | - Tibor Hortobágyi
- Center for Human Movement Sciences, University of Groningen, University Medical Center Groningen Groningen, Netherlands ; Faculty of Health and Life Sciences, Northumbria University Newcastle Upon Tyne, UK
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24
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Zhao X, Pu J, Fan Y, Niu X, Yu D, Zhang Y. Characteristics of diffusion-tensor imaging for healthy adult rhesus monkey brains. Neural Regen Res 2013; 8:2951-61. [PMID: 25206616 PMCID: PMC4146173 DOI: 10.3969/j.issn.1673-5374.2013.31.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2012] [Accepted: 03/27/2013] [Indexed: 11/18/2022] Open
Abstract
Diffusion-tensor imaging can be used to observe the microstructure of brain tissue. Fractional sotropy reflects the integrity of white matter fibers. Fractional anisotropy of a young adult brain is low in gray matter, high in white matter, and highest in the splenium of the corpus callosum. Thus, we selected the anterior and posterior limbs of the internal capsule, head of the caudate nucleus, semioval center, thalamus, and corpus callosum (splenium and genu) as regions of interest when using diffusion-tensor imaging to observe fractional anisotropy of major white matter fiber tracts and the deep gray matter of healthy rhesus monkeys aged 4-8 years. Results showed no laterality ferences in fractional anisotropy values. Fractional anisotropy values were low in the head of date nucleus and thalamus in gray matter. Fractional anisotropy values were highest in the splenium of corpus callosum in the white matter, followed by genu of the corpus callosum and the posterior limb of the internal capsule. Fractional anisotropy values were lowest in the semioval center and posterior limb of internal capsule. These results suggest that fractional anisotropy values in major white matter fibers and the deep gray matter of 4-8-year-old rhesus monkeys are similar to those of healthy young people.
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Affiliation(s)
- Xinxiang Zhao
- Department of Radiology, Second Affiliated Hospital of Kunming Medical University, Kunming 650101, Yunnan Province, China
| | - Jun Pu
- Department of Neurosurgery, Second Affiliated Hospital of Kunming Medical University, Kunming 650101, Yunnan Province, China,
Corresponding author: Jun Pu, Associate chief physician, Department of Neurosurgery, Second Affiliated Hospital of Kunming Medical University, Kunming 650101, Yunnan Province, China. ; . (N20120814010)
| | - Yaodong Fan
- Department of Neurosurgery, Third Affiliated Hospital of Kunming Medical University, Kunming 650106, Yunnan Province, China
| | - Xiaoqun Niu
- Department of Pneumology, Second Affiliated Hospital of Kunming Medical University, Kunming 650101, Yunnan Province, China
| | - Danping Yu
- Yiwu Hospital Affiliated to Zhejiang University School of Medicine, Yiwu 322001, Zhejiang Province, China
| | - Yanglin Zhang
- Department of Radiology, Second Affiliated Hospital of Kunming Medical University, Kunming 650101, Yunnan Province, China
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Groman SM, Morales AM, Lee B, London ED, Jentsch JD. Methamphetamine-induced increases in putamen gray matter associate with inhibitory control. Psychopharmacology (Berl) 2013; 229:527-38. [PMID: 23748383 PMCID: PMC3770792 DOI: 10.1007/s00213-013-3159-9] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Accepted: 05/18/2013] [Indexed: 10/26/2022]
Abstract
RATIONALE Problematic drug use is associated with difficulty in exerting self-control over behaviors, and this difficulty may be a consequence of atypical morphometric characteristics that are exhibited by drug-experienced individuals. The extent to which these structural abnormalities result from drug use or reflect neurobiological risk factors that predate drug use, however, is unknown. OBJECTIVES The purpose of this study is to determine how methamphetamine affects corticostriatal structure and how drug-induced changes relate to alterations in inhibitory control. METHODS Structural magnetic resonance images and positron emission tomography (PET) scans, assessing dopamine D₂-like receptor and transporter availability, were acquired in monkeys trained to acquire, retain, and reverse three-choice visual discrimination problems before and after exposure to an escalating dose regimen of methamphetamine (or saline, as a control). Voxel-based morphometry was used to compare changes in corticostriatal gray matter between methamphetamine- and saline-exposed monkeys. The change in gray matter before and after the dosing regimen was compared to the change in the behavioral performance and in dopaminergic markers measured with PET. RESULTS Methamphetamine exposure, compared to saline, increased gray matter within the right putamen. These changes were positively correlated with changes in performance of methamphetamine-exposed monkeys in the reversal phase, and were negatively correlated with alterations in D₂-like receptor and DAT availability. CONCLUSIONS The results provide the first evidence that exposure to a methamphetamine dosing regimen that resembles human use alters the structural integrity of the striatum and that gray-matter abnormalities detected in human methamphetamine users are due, at least in part, to the pharmacological effects of drug experience.
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Affiliation(s)
| | - Angelica M. Morales
- Department of Psychiatry & Bio-behavioral Sciences, University of California, Los Angeles
| | - Buyean Lee
- Department of Psychiatry & Bio-behavioral Sciences, University of California, Los Angeles
| | - Edythe D. London
- Department of Psychiatry & Bio-behavioral Sciences, University of California, Los Angeles,Department of Medical and Molecular Pharmacology, University of California, Los Angeles
| | - James David Jentsch
- Department of Psychology, University of California, Los Angeles,Department of Psychiatry & Bio-behavioral Sciences, University of California, Los Angeles,Correspondence should be sent to: J. David Jentsch () UCLA Department of Psychology PO Box 951563 Los Angeles, CA 90095-1563
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