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Hackney ME, Burzynska AZ, Ting LH. The cognitive neuroscience and neurocognitive rehabilitation of dance. BMC Neurosci 2024; 25:58. [PMID: 39506634 PMCID: PMC11539675 DOI: 10.1186/s12868-024-00906-8] [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: 03/28/2024] [Accepted: 10/09/2024] [Indexed: 11/08/2024] Open
Abstract
Creative movement, in the form of music- and dance-based exercise and rehabilitation, can serve as a model for learning and memory, visuospatial orientation, mental imagery, and multimodal sensory-motor integration. This review summarizes the advancement in cognitive neuroscience aimed at determining cognitive processes and brain structural and functional correlates involved in dance or creative movement, as well as the cognitive processes which accompany such activities. We synthesize the evidence for the use of cognitive, motor, and cognitive-motor function in dance as well as dance's potential application in neurological therapy and neurorehabilitation. Finally, we discuss how partnered interaction and sensorimotor integration in dance, and "dancing robots" could shed light on future application of dance as rehabilitation, of dance used in technology and potential mechanisms of benefit from dance-based activities.
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Affiliation(s)
- Madeleine Eve Hackney
- Center for Visual and Neurocognitive Rehabilitation, Atlanta VA HealthCare System, 1670 Clairmont Road, Decatur, GA, 30033, United States of America.
- Emory University School of Medicine Department of Medicine, Division of Geriatrics and Gerontology, 100 Woodruff Circle, Atlanta, GA, 30322, United States of America.
- Department of Veterans Affairs Birmingham, Atlanta Geriatric Research Education and Clinical Center, 3101 Clairmont Road, Brookhaven, GA, 30319, United States of America.
- Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University, 100 Woodruff Circle, Atlanta, GA, 30322, United States of America.
- , 57 Executive Park S, #219, Atlanta, GA, 30329, United States of America.
| | - Agnieszka Zofia Burzynska
- Department of Human Development and Family Studies, Colorado State University, 303 Behavioral Sciences Building, 410 W. Pitkin St., 1570 Campus Delivery, Fort Collins, CO, 80523-1570, United States of America
| | - Lena H Ting
- Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University, 100 Woodruff Circle, Atlanta, GA, 30322, United States of America
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and The Georgia Institute of Technology, 1760 Haygood Drive, Suite W 200, Atlanta, GA, 30322, United States of America
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Nabe-Nielsen K, Garde AH, Gyntelberg F, Hansen ÅM, Prescott E, Laursen P, Holtermann A. Effects of Occupational and Leisure-Time Physical Activity on the Risk of Dementia: Results From the Copenhagen City Heart Study. Scand J Med Sci Sports 2024; 34:e14730. [PMID: 39318056 DOI: 10.1111/sms.14730] [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: 06/03/2024] [Revised: 08/30/2024] [Accepted: 09/02/2024] [Indexed: 09/26/2024]
Abstract
Leisure-time physical activity (LTPA) decreases the risk of dementia, whereas occupational physical activity (OPA) possibly increases the risk. Yet, previous findings are mixed. We therefore aimed to investigate the effect of LTPA and OPA, respectively, on dementia among men and women. In this observational, longitudinal study, we used data from the second wave of a population-based cohort from the municipality of Copenhagen as baseline. Data were collected in 1981-1983, and 10 343 participants were followed until the end of 2016. LTPA and OPA were self-reported, and information on dementia diagnoses and redemption of dementia medication was obtained at an individual level from national health registers. We used Poisson regression to analyze the association between LTPA/OPA and dementia and adjusted for self-reported age, socioeconomic factors, stress, and cardiovascular risk factors (smoking, alcohol, body mass index, and blood pressure). A higher level of LTPA was associated with a lower dementia risk among men, but we found no clear association among women. OPA and dementia were not associated among men, but occupationally active women who reported OPA in terms of walking, lifting, and heavy work had a higher risk of dementia than women with sedentary jobs. This study supported earlier findings of a protective effect of LTPA on dementia among men. Women in physically demanding jobs possibly have a higher risk of dementia, yet this finding warrants further investigation in future studies.
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Affiliation(s)
- K Nabe-Nielsen
- The National Research Centre for the Working Environment, Copenhagen Ø, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen K, Denmark
| | - A H Garde
- The National Research Centre for the Working Environment, Copenhagen Ø, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen K, Denmark
| | - F Gyntelberg
- The National Research Centre for the Working Environment, Copenhagen Ø, Denmark
| | - Å M Hansen
- The National Research Centre for the Working Environment, Copenhagen Ø, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen K, Denmark
| | - E Prescott
- Department of Cardiology, Bispebjerg Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - P Laursen
- Copenhagen City Heart Study, Bispebjerg Hospital, Copenhagen, Denmark
| | - A Holtermann
- The National Research Centre for the Working Environment, Copenhagen Ø, Denmark
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Yanakieva S, Frost BE, Amin E, Nelson AJD, Aggleton JP. Disrupting direct inputs from the dorsal subiculum to the granular retrosplenial cortex impairs flexible spatial memory in the rat. Eur J Neurosci 2024; 59:2715-2731. [PMID: 38494604 DOI: 10.1111/ejn.16303] [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: 09/02/2023] [Revised: 12/21/2023] [Accepted: 02/19/2024] [Indexed: 03/19/2024]
Abstract
In a changing environment, animals must process spatial signals in a flexible manner. The rat hippocampal formation projects directly upon the retrosplenial cortex, with most inputs arising from the dorsal subiculum and terminating in the granular retrosplenial cortex (area 29). The present study examined whether these same projections are required for spatial working memory and what happens when available spatial cues are altered. Consequently, injections of iDREADDs were made into the dorsal subiculum of rats. In a separate control group, GFP-expressing adeno-associated virus was injected into the dorsal subiculum. Both groups received intracerebral infusions within the retrosplenial cortex of clozapine, which in the iDREADDs rats should selectively disrupt the subiculum to retrosplenial projections. When tested on reinforced T-maze alternation, disruption of the subiculum to retrosplenial projections had no evident effect on the performance of those alternation trials when all spatial-cue types remained present and unchanged. However, the same iDREADDs manipulation impaired performance on all three alternation conditions when there was a conflict or selective removal of spatial cues. These findings reveal how the direct projections from the dorsal subiculum to the retrosplenial cortex support the flexible integration of different spatial cue types, helping the animal to adopt the spatial strategy that best meets current environmental demands.
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Affiliation(s)
| | | | - Eman Amin
- School of Psychology, Cardiff University, Wales, UK
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Hartung J, Stahlhofen L, Zacher H, Hülür G. The role of work and retirement in adult development and aging. Acta Psychol (Amst) 2023; 241:104076. [PMID: 37977913 DOI: 10.1016/j.actpsy.2023.104076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023] Open
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Zotcheva E, Bratsberg B, Strand BH, Jugessur A, Engdahl BL, Bowen C, Selbæk G, Kohler HP, Harris JR, Weiss J, Tom SE, Krokstad S, Mekonnen T, Edwin TH, Stern Y, Håberg AK, Skirbekk V. Trajectories of occupational physical activity and risk of later-life mild cognitive impairment and dementia: the HUNT4 70+ study. THE LANCET REGIONAL HEALTH. EUROPE 2023; 34:100721. [PMID: 37927437 PMCID: PMC10625024 DOI: 10.1016/j.lanepe.2023.100721] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 08/03/2023] [Accepted: 08/07/2023] [Indexed: 11/07/2023]
Abstract
Background High levels of occupational physical activity (PA) have been linked to an increased risk of dementia. We assessed the association of trajectories of occupational PA at ages 33-65 with risk of dementia and mild cognitive impairment (MCI) at ages 70+. Methods We included 7005 participants (49.8% were women, 3488/7005) from the HUNT4 70+ Study. Group-based trajectory modelling was used to identify four trajectories of occupational PA based on national registry data from 1960 to 2014: stable low (30.9%, 2162/7005), increasing then decreasing (8.9%, 625/7005), stable intermediate (25.1%, 1755/7005), and stable high (35.2%, 2463/7005). Dementia and MCI were clinically assessed in 2017-2019. We performed adjusted multinomial regression to estimate relative risk ratios (RRR) with 95% confidence intervals (CI) for dementia and MCI. Findings 902 participants were diagnosed with dementia and 2407 were diagnosed with MCI. Absolute unadjusted risks for dementia and MCI were 8.8% (95% CI: 7.6-10.0) and 27.4% (25.5-29.3), respectively, for those with a stable low PA trajectory, 8.2% (6.0-10.4) and 33.3% (29.6-37.0) for those with increasing, then decreasing PA; while they were 16.0% (14.3-17.7) and 35% (32.8-37.2) for those with stable intermediate, and 15.4% (14.0-16.8) and 40.2% (38.3-42.1) for those with stable high PA trajectories. In the adjusted model, participants with a stable high trajectory had a higher risk of dementia (RRR 1.34, 1.04-1.73) and MCI (1.80, 1.54-2.11), whereas participants with a stable intermediate trajectory had a higher risk of MCI (1.36, 1.15-1.61) compared to the stable low trajectory. While not statistically significant, participants with increasing then decreasing occupational PA had a 24% lower risk of dementia and 18% higher risk of MCI than the stable low PA group. Interpretation Consistently working in an occupation with intermediate or high occupational PA was linked to an increased risk of cognitive impairment, indicating the importance of developing strategies for individuals in physically demanding occupations to prevent cognitive impairment. Funding This work was supported by the National Institutes of Health (R01AG069109-01) and the Research Council of Norway (296297, 262700, 288083).
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Affiliation(s)
- Ekaterina Zotcheva
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
| | - Bernt Bratsberg
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Ragnar Frisch Center for Economic Research, Oslo, Norway
| | - Bjørn Heine Strand
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Astanand Jugessur
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Bo Lars Engdahl
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
| | | | - Geir Selbæk
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Hans-Peter Kohler
- Population Aging Research Center and Department of Sociology, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer R. Harris
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA, USA
| | - Sarah E. Tom
- Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, USA
- Department of Epidemiology, Columbia University, Mailman School of Public Health, USA
| | - Steinar Krokstad
- HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Norway
| | - Teferi Mekonnen
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
| | - Trine Holt Edwin
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Yaakov Stern
- Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, USA
| | - Asta Kristine Håberg
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Vegard Skirbekk
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
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Janssen TI, Voelcker-Rehage C. Leisure-time physical activity, occupational physical activity and the physical activity paradox in healthcare workers: A systematic overview of the literature. Int J Nurs Stud 2023; 141:104470. [PMID: 36966711 DOI: 10.1016/j.ijnurstu.2023.104470] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 02/09/2023] [Accepted: 02/13/2023] [Indexed: 02/21/2023]
Abstract
BACKGROUND Physical activity positively influences cardiovascular health. Results from male-dominated physically active occupations suggest that a high level of occupational physical activity may be detrimental to cardiovascular health. This observation is referred to as the physical activity paradox. Whether this phenomenon can also be observed in female-dominated occupations remains unknown. OBJECTIVE We aimed to provide an overview of (1) leisure-time and occupational physical activity in healthcare workers. Therefore, we reviewed studies (2) to assess the relationship between the two physical activity domains and analyzed (3) their effects on cardiovascular health outcomes in relation to the paradox. METHODS Five databases (CINAHAL, PubMed, Scopus, Sportdiscus, Web of Science) were systematically searched. Both authors independently screened the titles, abstracts, and full texts and assessed the quality of the studies using the National Institutes of Health's quality assessment tool for observational cohort and cross-sectional studies. All studies that assessed leisure-time and occupational physical activity in healthcare workers were included. The two authors independently rated the risk of bias using the ROBINS-E tool. The body of evidence was evaluated using the GRADE approach. RESULTS The review included 17 studies that assessed the leisure-time and occupational physical activity of people working in healthcare, determined the relationship between the domains (n = 7) and/or examined their effects on the cardiovascular system (n = 5). Measurements for leisure-time and occupational physical activity varied between studies. Leisure-time physical activity typically ranged between low and high intensity, with a short duration (approx. 0.8-1.5 h). Occupational physical activity was typically performed at light to moderate intensity with a very long duration (approx. 0.5-3 h). Moreover, leisure-time and occupational physical activity were almost negatively related. The few studies investigating effects on cardiovascular parameters revealed a rather unfavorable effect of occupational physical activity, while leisure-time physical activity was beneficial. The study quality was rated as fair and the risk of bias was moderate to high. The body of evidence was low. CONCLUSIONS This review confirmed that leisure-time and occupational physical activity of healthcare workers are opposed in their duration and intensity. Moreover, leisure-time and occupational physical activity seem to be negatively related and should be analyzed according to their relation to each other in specific occupations. Furthermore, results support the relationship between the paradox and cardiovascular parameters. REGISTRATION Preregistered on PROSPERO (CRD42021254572). Date of registration on PROSPERO: 19 May 2021. TWEETABLE ABSTRACT Does occupational physical activity adversely affect the cardiovascular health of healthcare workers in comparison to leisure-time physical activity?
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Affiliation(s)
- Tanja I Janssen
- Neuromotor Behavior and Exercise, Department of Sport and Exercise Sciences, University of Münster, Wilhelm-Schickard-Straße 8, 48149 Münster, Germany.
| | - Claudia Voelcker-Rehage
- Neuromotor Behavior and Exercise, Department of Sport and Exercise Sciences, University of Münster, Wilhelm-Schickard-Straße 8, 48149 Münster, Germany.
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Seoane S, Ezama L, Janssen N. Daily-Life Physical Activity of Healthy Young Adults Associates With Function and Structure of the Hippocampus. Front Hum Neurosci 2022; 16:790359. [PMID: 35360290 PMCID: PMC8963905 DOI: 10.3389/fnhum.2022.790359] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 01/26/2022] [Indexed: 11/13/2022] Open
Abstract
Previous research on Physical Activity (PA) has been highly valuable in elucidating how PA affects the structure and function of the hippocampus in elderly populations that take part in structured interventions. However, how PA affects the hippocampus in younger populations that perform PA during daily-life activities remains poorly understood. In addition, this research has not examined the impact of PA on the internal structure of the hippocampus. Here, we performed a cross-sectional exploration of the way structural and functional aspects of the hippocampus are associated with habitual PA performed during work, leisure time, and sports in the daily lives of healthy young adults (n = 30; 14 female; mean age = 23.9 y.o.; SD = 7.8 y.o.). We assessed PA in these three different contexts through a validated questionnaire. The results show that PA performed during work time correlated with higher subicular volumes. In addition, we found that PA changed functional connectivity (FC) between a location in the middle/posterior hippocampus and regions of the default mode network, and between a location in the anterior hippocampus and regions of the somatomotor network. No statistical effects of PA performed during leisure time and sports were found. The results generalize the impact of PA on younger populations and show how PA performed in daily-life situations correlates with the precise internal structure and functional connectivity of the hippocampus.
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Affiliation(s)
- Sara Seoane
- Facultad de Psicología, Universidad de la Laguna, San Cristóbal de La Laguna, Spain
- Instituto de Tecnologías Biomédicas, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
- Instituto Universitario de Neurociencias, Universidad de la Laguna, San Cristóbal de La Laguna, Spain
| | - Laura Ezama
- Facultad de Psicología, Universidad de la Laguna, San Cristóbal de La Laguna, Spain
- Instituto de Tecnologías Biomédicas, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
- Instituto Universitario de Neurociencias, Universidad de la Laguna, San Cristóbal de La Laguna, Spain
| | - Niels Janssen
- Facultad de Psicología, Universidad de la Laguna, San Cristóbal de La Laguna, Spain
- Instituto de Tecnologías Biomédicas, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
- Instituto Universitario de Neurociencias, Universidad de la Laguna, San Cristóbal de La Laguna, Spain
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Sturm ET, Castro C, Mendez-Colmenares A, Duffy J, Burzynska A(AZ, Stallones L, Thomas ML. Risk Factors for Brain Health in Agricultural Work: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:3373. [PMID: 35329061 PMCID: PMC8954905 DOI: 10.3390/ijerph19063373] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/04/2022] [Accepted: 03/07/2022] [Indexed: 11/26/2022]
Abstract
Certain exposures related to agricultural work have been associated with neurological disorders. To date, few studies have included brain health measurements to link specific risk factors with possible neural mechanisms. Moreover, a synthesis of agricultural risk factors associated with poorer brain health outcomes is missing. In this systematic review, we identified 106 articles using keywords related to agriculture, occupational exposure, and the brain. We identified seven major risk factors: non-specific factors that are associated with agricultural work itself, toluene, pesticides, heavy metal or dust exposure, work with farm animals, and nicotine exposure from plants. Of these, pesticides are the most highly studied. The majority of qualifying studies were epidemiological studies. Nigral striatal regions were the most well studied brain area impacted. Of the three human neuroimaging studies we found, two focused on functional networks and the third focused on gray matter. We identified two major directions for future studies that will help inform preventative strategies for brain health in vulnerable agricultural workers: (1) the effects of moderators such as type of work, sex, migrant status, race, and age; and (2) more comprehensive brain imaging studies, both observational and experimental, involving several imaging techniques.
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Affiliation(s)
- Emily Terese Sturm
- Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA; (E.T.S.); (A.M.-C.); (J.D.); (L.S.)
| | - Colton Castro
- Department of Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA;
| | - Andrea Mendez-Colmenares
- Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA; (E.T.S.); (A.M.-C.); (J.D.); (L.S.)
- Molecular, Cellular and Integrative Neurosciences Program, Colorado State University, Fort Collins, CO 80523, USA;
| | - John Duffy
- Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA; (E.T.S.); (A.M.-C.); (J.D.); (L.S.)
| | - Agnieszka (Aga) Z. Burzynska
- Molecular, Cellular and Integrative Neurosciences Program, Colorado State University, Fort Collins, CO 80523, USA;
- Department of Human Development and Family Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Lorann Stallones
- Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA; (E.T.S.); (A.M.-C.); (J.D.); (L.S.)
| | - Michael L. Thomas
- Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA; (E.T.S.); (A.M.-C.); (J.D.); (L.S.)
- Molecular, Cellular and Integrative Neurosciences Program, Colorado State University, Fort Collins, CO 80523, USA;
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Wang S, Sun-Waterhouse D, Neil Waterhouse GI, Zheng L, Su G, Zhao M. Effects of food-derived bioactive peptides on cognitive deficits and memory decline in neurodegenerative diseases: A review. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.04.056] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Accelerated brain aging predicts impulsivity and symptom severity in depression. Neuropsychopharmacology 2021; 46:911-919. [PMID: 33495545 PMCID: PMC8115107 DOI: 10.1038/s41386-021-00967-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 01/08/2021] [Indexed: 01/30/2023]
Abstract
Multiple structural and functional neuroimaging measures vary over the course of the lifespan and can be used to predict chronological age. Accelerated brain aging, as quantified by deviations in the MRI-based predicted age with respect to chronological age, is associated with risk for neurodegenerative conditions, bipolar disorder, and mortality. Whether age-related changes in resting-state functional connectivity are accelerated in major depressive disorder (MDD) is unknown, and, if so, it is unclear if these changes contribute to specific cognitive weaknesses that often occur in MDD. Here, we delineated age-related functional connectivity changes in a large sample of normal control subjects and tested whether brain aging is accelerated in MDD. Furthermore, we tested whether accelerated brain aging predicts individual differences in cognitive function. We trained a support vector regression model predicting age using resting-state functional connectivity in 710 healthy adults aged 18-89. We applied this model trained on normal aging subjects to a sample of actively depressed MDD participants (n = 109). The difference between predicted brain age and chronological age was 2.11 years greater (p = 0.015) in MDD patients compared to control participants. An older MDD brain age was significantly associated with increased impulsivity and, in males, increased depressive severity. Unexpectedly, accelerated brain aging was also associated with increased placebo response in a sham-controlled trial of high-frequency repetitive transcranial magnetic stimulation targeting the dorsomedial prefrontal cortex. Our results indicate that MDD is associated with accelerated brain aging, and that accelerated aging is selectively associated with greater impulsivity and depression severity.
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