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Sible IJ, Jang JY, Blanken AE, Alitin JPM, Engstrom A, Dutt S, Marshall AJ, Kapoor A, Shenasa F, Gaubert A, Nguyen A, Ferrer F, Bradford DR, Rodgers KE, Mather M, Duke Han S, Nation DA. Short-term blood pressure variability and brain functional network connectivity in older adults. NEUROIMAGE. REPORTS 2024; 4:100198. [PMID: 38699510 PMCID: PMC11064972 DOI: 10.1016/j.ynirp.2024.100198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
Background Blood pressure variability is increasingly linked with cerebrovascular disease and Alzheimer's disease, independent of mean blood pressure levels. Elevated blood pressure variability is also associated with attenuated cerebrovascular reactivity, which may have implications for functional hyperemia underpinning brain network connectivity. It remains unclear whether blood pressure variability is related to functional network connectivity. We examined relationships between beat-to-beat blood pressure variability and functional connectivity in brain networks vulnerable to aging and Alzheimer's disease. Methods 53 community-dwelling older adults (mean [SD] age = 69.9 [7.5] years, 62.3% female) without history of dementia or clinical stroke underwent continuous blood pressure monitoring and resting state fMRI scan. Blood pressure variability was calculated as variability independent of mean. Functional connectivity was determined by resting state fMRI for several brain networks: default, salience, dorsal attention, fronto-parietal, and language. Multiple linear regression examined relationships between short-term blood pressure variability and functional network connectivity. Results Elevated short-term blood pressure variability was associated with lower functional connectivity in the default network (systolic: standardized ß = -0.30 [95% CI -0.59, -0.01], p = .04). There were no significant associations between blood pressure variability and connectivity in other functional networks or between mean blood pressure and functional connectivity in any network. Discussion Older adults with elevated short-term blood pressure variability exhibit lower resting state functional connectivity in the default network. Findings support the role of blood pressure variability in neurovascular dysfunction and Alzheimer's disease. Blood pressure variability may represent an understudied early vascular risk factor for neurovascular dysfunction relevant to Alzheimer's disease, with potential therapeutic implications.
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Affiliation(s)
- Isabel J. Sible
- Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA
| | - Jung Yun Jang
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Anna E. Blanken
- San Francisco Veterans Affairs Health Care System, San Francisco, CA, 94121, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, 94158, USA
| | - John Paul M. Alitin
- Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Allie Engstrom
- Department of Psychological Science, University of California Irvine, Irvine, CA 92697, USA
| | - Shubir Dutt
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, 94158, USA
| | - Anisa J. Marshall
- Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA
| | - Arunima Kapoor
- Department of Psychological Science, University of California Irvine, Irvine, CA 92697, USA
| | - Fatemah Shenasa
- Department of Psychological Science, University of California Irvine, Irvine, CA 92697, USA
| | - Aimée Gaubert
- Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Amy Nguyen
- Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Farrah Ferrer
- Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - David R. Bradford
- Center for Innovation in Brain Science, Department of Pharmacology, The University of Arizona, Tucson, AZ, 85721, USA
| | - Kathleen E. Rodgers
- Center for Innovation in Brain Science, Department of Pharmacology, The University of Arizona, Tucson, AZ, 85721, USA
| | - Mara Mather
- Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA
- Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - S. Duke Han
- Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA
- Department of Family Medicine, Keck School of Medicine of University of Southern California, Alhambra, CA 91803, USA
| | - Daniel A. Nation
- Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
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Shah C, Srinivasan D, Erus G, Kurella Tamura M, Habes M, Detre JA, Haley WE, Lerner AJ, Wright CB, Wright JT, Oparil S, Kritchevsky SB, Punzi HA, Rastogi A, Malhotra R, Still CH, Williamson JD, Bryan RN, Fan Y, Nasrallah IM. Intensive Blood Pressure Management Preserves Functional Connectivity in Patients with Hypertension from the Systolic Blood Pressure Intervention Randomized Trial. AJNR Am J Neuroradiol 2023; 44:582-588. [PMID: 37105682 PMCID: PMC10171386 DOI: 10.3174/ajnr.a7852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 03/19/2023] [Indexed: 04/29/2023]
Abstract
BACKGROUND AND PURPOSE The Systolic Blood Pressure Intervention (SPRINT) randomized trial demonstrated that intensive blood pressure management resulted in slower progression of cerebral white matter hyperintensities, compared with standard therapy. We assessed longitudinal changes in brain functional connectivity to determine whether intensive treatment results in less decline in functional connectivity and how changes in brain functional connectivity relate to changes in brain structure. MATERIALS AND METHODS Five hundred forty-eight participants completed longitudinal brain MR imaging, including resting-state fMRI, during a median follow-up of 3.84 years. Functional brain networks were identified using independent component analysis, and a mean connectivity score was calculated for each network. Longitudinal changes in mean connectivity score were compared between treatment groups using a 2-sample t test, followed by a voxelwise t test. In the full cohort, adjusted linear regression analysis was performed between changes in the mean connectivity score and changes in structural MR imaging metrics. RESULTS Four hundred six participants had longitudinal imaging that passed quality control. The auditory-salience-language network demonstrated a significantly larger decline in the mean connectivity score in the standard treatment group relative to the intensive treatment group (P = .014), with regions of significant difference between treatment groups in the cingulate and right temporal/insular regions. There was no treatment group difference in other networks. Longitudinal changes in mean connectivity score of the default mode network but not the auditory-salience-language network demonstrated a significant correlation with longitudinal changes in white matter hyperintensities (P = .013). CONCLUSIONS Intensive treatment was associated with preservation of functional connectivity of the auditory-salience-language network, while mean network connectivity in other networks was not significantly different between intensive and standard therapy. A longitudinal increase in the white matter hyperintensity burden is associated with a decline in mean connectivity of the default mode network.
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Affiliation(s)
- C Shah
- From the Department of Radiology (C.S.), Imaging Institute, Cleveland Clinic, Cleveland, Ohio
| | - D Srinivasan
- Department of Radiology (D.S., G.E., J.A.D., R.N.B., Y.F., I.M.N.), University of Pennsylvania, Philadelphia, Pennsylvania
| | - G Erus
- Department of Radiology (D.S., G.E., J.A.D., R.N.B., Y.F., I.M.N.), University of Pennsylvania, Philadelphia, Pennsylvania
| | - M Kurella Tamura
- Division of Nephrology (M.K.T.), Stanford University, and VA Palo Alto Geriatric Research and Education Clinical Center, Palo Alto, California
| | - M Habes
- Biggs Institute, University of Texas San Antonio (M.H.), San Antonio, Texas
| | - J A Detre
- Department of Radiology (D.S., G.E., J.A.D., R.N.B., Y.F., I.M.N.), University of Pennsylvania, Philadelphia, Pennsylvania
| | - W E Haley
- Department of Nephrology and Hypertension (W.E.H.), Mayo Clinic, Jacksonville, Florida
| | | | - C B Wright
- National Institute of Neurological Disorders and Stroke (C.B.W.), National Institutes of Health, Bethesda, Maryland
| | - J T Wright
- Medicine (J.T.W.), Case Western Reserve University, and University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - S Oparil
- Division of Cardiovascular Disease (S.O.), Department of Medicine, University of Alabama, Birmingham, Alabama
| | - S B Kritchevsky
- Section of Gerontology and Geriatric Medicine, Department of Internal Medicine (S.B.K., J.D.W.), Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - H A Punzi
- Punzi Medical Center (H.A.P.), Carrollton, Texas
| | - A Rastogi
- Division of Nephrology (A.R.), Department of Medicine, University of California Los Angeles, Los Angeles, California
| | - R Malhotra
- Division of Nephrology (R.M.), University of California San Diego, San Diego, California
| | - C H Still
- Frances Payne Bolton School of Nursing (C.H.S.), Case Western Reserve University, Cleveland, Ohio
| | - J D Williamson
- Section of Gerontology and Geriatric Medicine, Department of Internal Medicine (S.B.K., J.D.W.), Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - R N Bryan
- Department of Radiology (D.S., G.E., J.A.D., R.N.B., Y.F., I.M.N.), University of Pennsylvania, Philadelphia, Pennsylvania
| | - Y Fan
- Department of Radiology (D.S., G.E., J.A.D., R.N.B., Y.F., I.M.N.), University of Pennsylvania, Philadelphia, Pennsylvania
| | - I M Nasrallah
- Department of Radiology (D.S., G.E., J.A.D., R.N.B., Y.F., I.M.N.), University of Pennsylvania, Philadelphia, Pennsylvania
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Disrupted topological organization of functional brain networks is associated with cognitive impairment in hypertension patients: a resting-state fMRI study. Neuroradiology 2023; 65:323-336. [PMID: 36219250 DOI: 10.1007/s00234-022-03061-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 09/24/2022] [Indexed: 01/25/2023]
Abstract
PURPOSE To investigate the alterations of topological organization of the whole brain functional networks in hypertension patients with cognitive impairment (HTN-CI) and characterize its relationship with cognitive scores. METHODS Fifty-seven hypertension patients with cognitive impairment and 59 hypertension patients with normal cognition (HTN-NC), and 49 healthy controls (HCs) underwent resting-state functional magnetic resonance imaging. Graph theoretical analysis was used to investigate the altered topological organization of the functional brain networks. The global topological properties and nodal metrics were compared among the three groups. Network-based statistic (NBS) analysis was used to determine the connected subnetwork. The relationships between network metrics and cognitive scores were also characterized. RESULTS HTN-CI patients exhibited significantly decreased global efficiency, lambda, and increased shortest path length when compared with HCs. In addition, both HTN-CI and HTN-NC groups exhibited altered nodal degree centrality and nodal efficiency in the right precentral gyrus. The disruptions of global network metrics (lambda, Lp) and the nodal metrics (degree centrality and nodal efficiency) in the right precentral gyrus were positively correlated with the MoCA scores in HTN-CI. NBS analysis demonstrated that decreased subnetwork connectivity was present both in the HTN-CI and HTN-NC groups, which were mainly involved in the default mode network, frontoparietal network, and cingulo-opercular network. CONCLUSION This study demonstrated the alterations of topographical organization and subnetwork connectivity of functional brain networks in HTN-CI. In addition, the global and nodal network properties were correlated with cognitive scores, which may provide useful insights for the understanding of neuropsychological mechanisms underlying HTN-CI.
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Rim D, Henderson LA, Macefield VG. Brain and cardiovascular-related changes are associated with aging, hypertension, and atrial fibrillation. Clin Auton Res 2022; 32:409-422. [PMID: 36409380 DOI: 10.1007/s10286-022-00907-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 10/31/2022] [Indexed: 11/22/2022]
Abstract
PURPOSE The neural pathways in which the brain regulates the cardiovascular system is via sympathetic and parasympathetic control of the heart and sympathetic control of the systemic vasculature. Various cortical and sub-cortical sites are involved, but how these critical brain regions for cardiovascular control are altered in healthy aging and other risk conditions that may contribute to cardiovascular disease is uncertain. METHODS Here we review the functional and structural brain changes in healthy aging, hypertension, and atrial fibrillation - noting their potential influence on the autonomic nervous system and hence on cardiovascular control. RESULTS Evidence suggests that aging, hypertension, and atrial fibrillation are each associated with functional and structural changes in specific areas of the central nervous system involved in autonomic control. Increased muscle sympathetic nerve activity (MSNA) and significant alterations in the brain regions involved in the default mode network are commonly reported in aging, hypertension, and atrial fibrillation. CONCLUSIONS Further studies using functional and structural magnetic resonance imaging (MRI) coupled with autonomic nerve activity in healthy aging, hypertension, and atrial fibrillation promise to reveal the underlying brain circuitry modulating the abnormal sympathetic nerve activity in these conditions. This understanding will guide future therapies to rectify dysregulation of autonomic and cardiovascular control by the brain.
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Affiliation(s)
- Donggyu Rim
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia.,Baker Heart and Diabetes Institute, 75 Commercial Rd, Melbourne, VIC, 3004, Australia
| | - Luke A Henderson
- School of Medical Sciences (Neuroscience), Brain and Mind Centre, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Vaughan G Macefield
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia. .,Baker Heart and Diabetes Institute, 75 Commercial Rd, Melbourne, VIC, 3004, Australia. .,Department of Anatomy and Physiology, University of Melbourne, Melbourne, VIC, 3010, Australia.
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5
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Yang Y, Zhu Q, Wang L, Gao D, Wang Z, Geng Z. Effects of hypertension and aging on brain function in spontaneously hypertensive rats: a longitudinal resting-state functional magnetic resonance imaging study. Cereb Cortex 2022; 33:5493-5500. [PMID: 36408643 PMCID: PMC10152091 DOI: 10.1093/cercor/bhac436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/07/2022] [Accepted: 10/09/2022] [Indexed: 11/22/2022] Open
Abstract
Abstract
To investigate the dynamic evolution of brain function under the comorbidities of hypertension and aging. Resting-state functional magnetic resonance imaging scans were longitudinally acquired at 10, 24, and 52 weeks in spontaneously hypertensive rats (SHRs) and Wistar-Kyoto rats. We computed the mean amplitude of low-frequency fluctuation (mALFF), mean regional homogeneity (mReHo), and functional connectivity (FC). There was no interaction between hypertension and aging on brain function. The main effect of aging reflects primarily the cumulative increase of brain activity, especially the increase of mALFF in amygdala and mReHo in cingulate cortex, accompanied by the decrease of brain activity. The main effect of hypertension reflects primarily decreased brain activity in default modal network, accompanied by increased brain activity. The main effect of aging shows reduced brain FC as early as 24 weeks, and the main effect of hypertension shows higher brain FC in SHRs. The novel discovery is that 1 brain FC network increased linearly with age in SHRs, in addition to the linearly decreasing FC. Hypertension and aging independently contribute to spatiotemporal alterations in brain function in SHRs following ongoing progression and compensation. This study provides new insight into the dynamic characteristics of brain function.
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Affiliation(s)
- Yingying Yang
- Hebei Medical University Medical Imaging Specialty, Graduate School, , Shijiazhuang 050000 , China
- The First Hospital of Qinhuangdao Department of Imaging, , Qinhuangdao 066000 , China
| | - Qingfeng Zhu
- The Second Hospital of Hebei Medical University Department of Medical Imaging, , Shijiazhuang 050000 , China
| | - Lixin Wang
- The Second Hospital of Hebei Medical University Department of Medical Imaging, , Shijiazhuang 050000 , China
| | - Duo Gao
- The Second Hospital of Hebei Medical University Department of Medical Imaging, , Shijiazhuang 050000 , China
| | - Zhanqiu Wang
- The First Hospital of Qinhuangdao Department of Imaging, , Qinhuangdao 066000 , China
| | - Zuojun Geng
- The Second Hospital of Hebei Medical University Department of Medical Imaging, , Shijiazhuang 050000 , China
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Gronewold J, Jokisch M, Schramm S, Jockwitz C, Miller T, Lehmann N, Moebus S, Jöckel KH, Erbel R, Caspers S, Hermann DM. Association of Blood Pressure, Its Treatment, and Treatment Efficacy With Volume of White Matter Hyperintensities in the Population-Based 1000BRAINS Study. Hypertension 2021; 78:1490-1501. [PMID: 34628935 DOI: 10.1161/hypertensionaha.121.18135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Janine Gronewold
- Department of Neurology, University Hospital Essen, Germany (J.G., M.J., D.M.H.)
| | - Martha Jokisch
- Department of Neurology, University Hospital Essen, Germany (J.G., M.J., D.M.H.)
| | - Sara Schramm
- Institute for Medical Informatics, Biometry and Epidemiology (S.S., N.L., K.-H.J., R.E.), University Hospital Essen, University Duisburg-Essen, Germany
| | - Christiane Jockwitz
- Institute of Neuroscience and Medicine, Research Centre Jülich, Germany (C.J., T.M., S.C.).,Institute for Anatomy I, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Germany (C.J., T.M., S.C.)
| | - Tatiana Miller
- Institute of Neuroscience and Medicine, Research Centre Jülich, Germany (C.J., T.M., S.C.).,Institute for Anatomy I, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Germany (C.J., T.M., S.C.)
| | - Nils Lehmann
- Institute for Medical Informatics, Biometry and Epidemiology (S.S., N.L., K.-H.J., R.E.), University Hospital Essen, University Duisburg-Essen, Germany
| | - Susanne Moebus
- Centre for Urban Epidemiology, Institute for Medical Informatics, Biometry and Epidemiology (S.M.), University Hospital Essen, University Duisburg-Essen, Germany
| | - Karl-Heinz Jöckel
- Institute for Medical Informatics, Biometry and Epidemiology (S.S., N.L., K.-H.J., R.E.), University Hospital Essen, University Duisburg-Essen, Germany
| | - Raimund Erbel
- Institute for Medical Informatics, Biometry and Epidemiology (S.S., N.L., K.-H.J., R.E.), University Hospital Essen, University Duisburg-Essen, Germany
| | - Svenja Caspers
- Institute of Neuroscience and Medicine, Research Centre Jülich, Germany (C.J., T.M., S.C.).,Institute for Anatomy I, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Germany (C.J., T.M., S.C.)
| | - Dirk M Hermann
- Department of Neurology, University Hospital Essen, Germany (J.G., M.J., D.M.H.)
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7
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Lu S, Herold F, Zhang Y, Lei Y, Kramer AF, Jiao C, Yu Q, Doig S, Li J, Yan Z, Kuang J, Wang T, Zou L. Higher Handgrip Strength Is Linked to Better Cognitive Performance in Chinese Adults with Hypertension. Brain Sci 2021; 11:brainsci11080985. [PMID: 34439604 PMCID: PMC8391417 DOI: 10.3390/brainsci11080985] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 07/16/2021] [Accepted: 07/19/2021] [Indexed: 01/03/2023] Open
Abstract
Objective: There is growing evidence that in adults, higher levels of handgrip strength (HGS) are linked to better cognitive performance. However, the relationship between HGS and cognitive performance has not been sufficiently investigated in special cohorts, such as individuals with hypertension who have an intrinsically higher risk of cognitive decline. Thus, the purpose of this study was to examine the relationship between HGS and cognitive performance in adults with hypertension using data from the Global Ageing and Adult Health Survey (SAGE). Methods: A total of 4486 Chinese adults with hypertension from the SAGE were included in this study. Absolute handgrip strength (aHGS in kilograms) was measured using a handheld electronic dynamometer, and cognitive performance was assessed in the domains of short-term memory, delayed memory, and language ability. Multiple linear regression models were fitted to examine the association between relative handgrip strength (rHGS; aHGS divided by body mass index) and measures of cognitive performance. Results: Overall, higher levels of rHGS were associated with higher scores in short-term memory (β = 0.20) and language (β = 0.63) compared with the lowest tertiles of rHGS. In male participants, higher HGS was associated with higher scores in short-term memory (β = 0.31), language (β = 0.64), and delayed memory (β = 0.22). There were no associations between rHGS and cognitive performance measures in females. Conclusion: We observed that a higher level of rHGS was associated with better cognitive performance among hypertensive male individuals. Further studies are needed to investigate the neurobiological mechanisms, including sex-specific differences driving the relationship between measures of HGS and cognitive performance in individuals with hypertension.
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Affiliation(s)
- Shenghua Lu
- Hunan Academy of Education Sciences, Changsha 225002, China;
- College of Sports Science, Jishou University, Jishou 416000, China
| | - Fabian Herold
- Research Group Neuroprotection, German Center for Neurodegenerative Diseases (DZNE), Leipziger Str. 44, 39120 Magdeburg, Germany;
- Department of Neurology, Medical Faculty, Otto von Guericke University, Leipziger Str. 44, 39120 Magdeburg, Germany
| | - Yanjie Zhang
- Health and Exercise Science Laboratory, Institute of Sports Science, Seoul National University, Seoul 08826, Korea
- Physical Education Unit, School of Humanities and Social Science, The Chinese University of Hong Kong-Shenzhen, Shenzhen 518172, China
- Correspondence: (Y.Z.); (Y.L.)
| | - Yuruo Lei
- Institute of Urban Governance, Shenzhen University, Shenzhen 518060, China
- Correspondence: (Y.Z.); (Y.L.)
| | - Arthur F. Kramer
- Center for Cognitive and Brain Health, Northeastern University, Boston, MA 02115, USA;
- Beckman Institute, University of Illinois at Urbana-Champaign, Champaign, IL 61801, USA
| | - Can Jiao
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Qian Yu
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Scott Doig
- Department of Physical Education, Limestone University, Gaffney, SC 29340, USA;
| | - Jinming Li
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Zhe Yan
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Jin Kuang
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Ting Wang
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Liye Zou
- Institute of KEEP Collaborative Innovation, Shenzhen University, Shenzhen 518060, China; (C.J.); (Q.Y.); (J.L.); (Z.Y.); (J.K.); (T.W.); (L.Z.)
- Exercise Psychophysiology Laboratory, School of Psychology, Shenzhen University, Shenzhen 518060, China
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