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Holtzer R, Choi J, Motl RW, Foley FW, Wagshul ME, Hernandez ME, Izzetoglu M. Brain control of dual-task walking can be improved in aging and neurological disease. GeroScience 2024; 46:3169-3184. [PMID: 38221528 PMCID: PMC11009168 DOI: 10.1007/s11357-023-01054-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 12/22/2023] [Indexed: 01/16/2024] Open
Abstract
The peak prevalence of multiple sclerosis has shifted into older age groups, but co-occurring and possibly synergistic motoric and cognitive declines in this patient population are poorly understood. Dual-task-walking performance, subserved by the prefrontal cortex, and compromised in multiple sclerosis and aging, predicts health outcomes. Whether acute practice can improve dual-task walking performance and prefrontal cortex hemodynamic response efficiency in multiple sclerosis has not been reported. To address this gap in the literature, the current study examined task- and practice-related effects on dual-task-walking and associated brain activation in older adults with multiple sclerosis and controls. Multiple sclerosis (n = 94, mean age = 64.76 ± 4.19 years) and control (n = 104, mean age = 68.18 ± 7.01 years) participants were tested under three experimental conditions (dual-task-walk, single-task-walk, and single-task-alpha) administered over three repeated counterbalanced trials. Functional near-infrared-spectroscopy was used to evaluate task- and practice-related changes in prefrontal cortex oxygenated hemoglobin. Gait and cognitive performances declined, and prefrontal cortex oxygenated hemoglobin was higher in dual compared to both single task conditions in both groups. Gait and cognitive performances improved over trials in both groups. There were greater declines over trials in oxygenated hemoglobin in dual-task-walk compared to single-task-walk in both groups. Among controls, but not multiple sclerosis participants, declines over trials in oxygenated hemoglobin were greater in dual-task-walk compared to single-task-alpha. Dual-task walking and associated prefrontal cortex activation efficiency improved during a single session, but improvement in neural resource utilization, although significant, was attenuated in multiple sclerosis participants. These findings suggest encouraging brain adaptability in aging and neurological disease.
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Affiliation(s)
- Roee Holtzer
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA.
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA.
| | - Jaeun Choi
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
| | - Frederick W Foley
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
- Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, USA
| | - Mark E Wagshul
- Department of Radiology, Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Manuel E Hernandez
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois, Urbana-Champaign, Urbana, IL, USA
- Department of Biomedical and Translational Sciences, Carle Illinois College of Medicine, University of Illinois, Urbana-Champaign, Urbana, IL, USA
| | - Meltem Izzetoglu
- Electrical and Computer Engineering, Villanova University, Villanova, PA, USA
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DeJonge SR, DuBose NG, Motl RW, Baynard T, Fernhall B. Inverse association between arterial stiffness and perceived fatigue independent of disability status and BMI in multiple sclerosis. Neurol Sci 2024:10.1007/s10072-024-07556-y. [PMID: 38713451 DOI: 10.1007/s10072-024-07556-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 04/19/2024] [Indexed: 05/08/2024]
Abstract
INTRODUCTION Multiple sclerosis (MS) is an immune-mediated, neurodegenerative disease of the central nervous system. Fatigue represents one of the most prevalent and limiting symptoms of MS, and is associated with vascular dysfunction, notably increased arterial stiffness. OBJECTIVE This study examined the relationship between arterial stiffness and perceived fatigue in persons with MS. METHODS The sample of 52 persons with MS (71.2% Female; Age: 46.7 ± 12.3 yrs.) completed arterial stiffness and fatigue assessments as baseline for an exercise training intervention. Applanation tonometry measured arterial stiffness, pulsatility and waveform characteristics, and yielded the following outcomes: carotid-femoral pulse wave velocity (cfPWV), carotid pulse-pressure (cPP), and aortic augmentation pressure (AP). Perceived fatigue was measured using the Fatigue Severity Scale (FSS). RESULTS The mean (SD) scores for cfPWV, cPP, and AP were 7.0 ± 1.8 m/s, 35.7 ± 8.8 mmHg, 8.2 ± 6.2 mmHg, respectively. The mean (SD) FSS score was 4.6 ± 1.4 and indicated elevated fatigue. There were statistically significant (p < .05) inverse correlations between cfPWV (r = -.32), cPP (r = -.37) and AP (r = -.32) with FSS scores, and the correlations remained significant even after controlling for disability, body mass index, age, and sex. CONCLUSION Our results indicate a consistent pattern of inverse relationships between arterial stiffness, pulsatility, and waveforms with fatigue independent of disability, body mass index, age, and sex in MS. This could be explained by lower sympathetic activation linking higher arterial stiffness, pulsatility and augmentation pressure with lower fatigue in persons with MS.
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Affiliation(s)
- Sydney R DeJonge
- Integrative Physiology Lab, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA.
| | - Noah G DuBose
- Integrative Physiology Lab, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Robert W Motl
- Integrative Physiology Lab, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Tracy Baynard
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
| | - Bo Fernhall
- Integrative Physiology Lab, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
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Holtzer R, Motl RW, Wagshul ME, Picone MA, Hernandez ME, Izzetoglu M, Lipton ML, Foley FW. Life space assessment and falls in older adults with multiple sclerosis. Mult Scler Relat Disord 2024; 87:105671. [PMID: 38728961 DOI: 10.1016/j.msard.2024.105671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 04/25/2024] [Accepted: 05/05/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND/OBJECTIVE Falls research in older adults with MS (OAMS) is scarce, and no studies have reported on the association between life-space mobility and falls in this group. Herein, we hypothesized that higher baseline life-space scores would be associated with reduced odds of reporting falls during follow-up, and explored whether the association differed by MS subtype (progressive vs. relapsing-remitting). METHODS OAMS (n = 91, mean age = 64.7 ± 4.3ys, %female = 66.9,%progressive MS = 30.7) completed the University of Alabama at Birmingham Life-Space-Assessment (UAB-LSA) scale and reported falls during a structured monthly telephone interview during follow-up (mean = 16.39 ± 11.44 months). General Estimated Equations (GEE) models were utilized to determine whether UAB-LSA scores predicted falls during follow-up. RESULTS GEE models revealed that higher UAB-LSA scores were associated with a significant reduction in the odds of falling during follow-up (OR = 0.69, p = 0.012, 95 %CI = 0.51 to 0.92). Stratified analyses revealed that this association was significant in progressive (OR = 0.57, p = 0.004, 95 %CI = 0.39 to 0.84), but not relapsing-remitting (OR = 0.93, p = 0.779, 95 %CI = 0.57 to 1.53) MS. CONCLUSION Higher life-space mobility was associated with lower odds of falling among OAMS with progressive subtype. The UAB-LSA may complement existing mobility measures for predicting fall risk.
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Affiliation(s)
- Roee Holtzer
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States; Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States.
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois, Chicago, IL, United States
| | - Mark E Wagshul
- Department of Radiology, Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
| | - Mary Ann Picone
- Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, United States
| | - Manuel E Hernandez
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois, Urbana-Champaign, Urbana, IL, United States; Department of Biomedical and Translational Sciences, Carle Illinois College of Medicine, University of Illinois, Urbana-Champaign, Urbana, IL, United States
| | - Meltem Izzetoglu
- Villanova University, Electrical and Computer Engineering, Villanova, PA, United States
| | - Michael L Lipton
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, United States; Department of Biomedical Engineering, Columbia University, New York, NY, United States
| | - Frederick W Foley
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States; Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, United States
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Little RB, Carter SJ, Motl RW, Hunter G, Cook A, Liu N, Krontiras H, Lefkowitz EJ, Turan B, Schleicher E, Rogers LQ. Role of Gut Microbe Composition in Psychosocial Symptom Response to Exercise Training in Breast Cancer Survivors (ROME) study: protocol for a randomised controlled trial. BMJ Open 2024; 14:e081660. [PMID: 38702085 PMCID: PMC11086582 DOI: 10.1136/bmjopen-2023-081660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 04/12/2024] [Indexed: 05/06/2024] Open
Abstract
INTRODUCTION Breast cancer survivors have an increased risk for chronic fatigue and altered gut microbiota composition, both with negative health and quality of life affects. Exercise modestly improves fatigue and is linked to gut microbial diversity and production of beneficial metabolites. Studies suggest that gut microbiota composition is a potential mechanism underlying fatigue response to exercise. Randomised controlled trials testing the effects of exercise on the gut microbiome are limited and there is a scarcity of findings specific to breast cancer survivors. The objective of this study is to determine if fitness-related modifications to gut microbiota occur and, if so, mediate the effects of aerobic exercise on fatigue response. METHODS AND ANALYSIS The research is a randomised controlled trial among breast cancer survivors aged 18-74 with fatigue. The primary aim is to determine the effects of aerobic exercise training compared with an attention control on gut microbiota composition. The secondary study aims are to test if exercise training (1) affects the gut microbiota composition directly and/or indirectly through inflammation (serum cytokines), autonomic nervous system (heart rate variability) or hypothalamic-pituitary-adrenal axis mediators (hair cortisol assays), and (2) effects on fatigue are direct and/or indirect through changes in the gut microbiota composition. All participants receive a standardised controlled diet. Assessments occur at baseline, 5 weeks, 10 weeks and 15 weeks (5 weeks post intervention completion). Faecal samples collect the gut microbiome and 16S gene sequencing will identify the microbiome. Fatigue is measured by a 13-item multidimensional fatigue scale. ETHICS AND DISSEMINATION The University of Alabama at Birmingham Institutional Review Board (IRB) approved this study on 15 May 2019, UAB IRB#30000320. A Data and Safety Monitoring Board convenes annually or more often if indicated. Findings will be disseminated in peer-reviewed journals and conference presentations. TRIAL REGISTRATION NUMBER ClinicalTrials.gov, NCT04088708.
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Affiliation(s)
- Rebecca B Little
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Stephen J Carter
- Department of Kinesiology, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Gary Hunter
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Abby Cook
- Baylor Scott & White Medical Center Temple, Temple, Texas, USA
| | - Nianjun Liu
- Department of Epidemiology and Biostatistics, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Helen Krontiras
- Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Elliot J Lefkowitz
- Department of Computer Science, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Bulent Turan
- Department of Psychology, Koc University, Istanbul, Turkey
| | - Erica Schleicher
- Department of Health Behavior, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Laura Q Rogers
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Šilić P, Jones CD, Jeng B, Motl RW. Do depressive and anxiety symptoms influence the construct validity of Multiple Sclerosis Walking Scale-12 scores? Rehabil Psychol 2024; 69:129-134. [PMID: 38166293 DOI: 10.1037/rep0000534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
PURPOSE/OBJECTIVE Walking dysfunction, depression, and anxiety are prevalent, burdensome, and interrelated outcomes in persons with multiple sclerosis (MS). The 12-item Multiple Sclerosis Walking Scale (MSWS-12) is a common patient-reported outcome (PRO) of walking dysfunction in research and practice involving MS, but the construct validity of its scores might be influenced by symptoms of depression and anxiety. This study examined if symptoms of depression and anxiety influenced the construct validity of MSWS-12 scores. RESEARCH METHOD/DESIGN The sample included 189 participants with MS who completed the MSWS-12, Hospital Anxiety and Depression Scale (HADS-Depression subscale [HADS-D] and HADS-Anxiety subscale [HADS-A]), 6-minute walk (6MW), and timed 25-foot walk (T25FW). We conducted bivariate correlation analysis to examine the associations between MSWS-12 scores and both the 6MW and T25FW, while controlling for HADS-D and HADS-A scores. RESULTS MSWS-12 scores were significantly correlated with the 6MW (r = -.752), T25FW (r = .694), HADS-D (r = .405), and HADS-A (r = .235). The correlations between MSWS-12 and 6MW (pr = -.725) and T25FW (pr = .685) did not change when controlling for HADS-D and HADS-A scores. The correlations between MSWS-12 and 6MW (r = -.708 and r = -.726) and T25FW (r = .687 and r = .748) were strong in subsamples with elevated HADS-D and HADS-A scores. CONCLUSIONS/IMPLICATIONS Our results strengthen the validity evidence for MSWS-12 scores as a PRO of walking dysfunction in MS, including among those with symptoms of depression and anxiety. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Petra Šilić
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago
| | - Catherine D Jones
- Department of Physical Therapy, School of Health Professions, University of Alabama at Birmingham
| | - Brenda Jeng
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago
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Neal WN, Richardson EV, Motl RW. Informing the development of a mobile application for the physical activity guidelines in multiple sclerosis: a qualitative, pluralistic approach. Disabil Rehabil Assist Technol 2024; 19:1161-1169. [PMID: 36490227 DOI: 10.1080/17483107.2022.2153937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 10/24/2022] [Accepted: 11/25/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE The uptake of Physical Activity Guidelines (PAGs) for adults with multiple sclerosis (MS) may be facilitated through mHealth solutions such as a mobile app. To date, there is limited information regarding preferred features of an app for people with MS. We explored desired features for an app that supports physical activity behaviour among persons with MS. MATERIALS AND METHODS Using a pluralistic analytical approach, we conducted a secondary qualitative analysis on a portion of data collected from an earlier study to explore (i) what persons with MS wanted in an app based on the PAGs and (ii) how the PAG-based app should facilitate behaviour change. The data were subjected to deductive, content analysis to identify populous mentions of desired PAG-based app elements. We then used inductive, semantic reflexive thematic analysis to further explore the opinions and evaluations of participants. RESULTS Participants (n = 16) perceived features such as activity tracking, incentives for completing milestones, and customization as both triggers for doing PA and supporting engagement with the app. Participants desired a personalized PA prescription based on mobility and fitness level, expert feedback based on data entered in the app, and an exercise library with a range of evidence-based content. Participants insisted the app be backed by a solid scientific foundation and that accessibility of personal data be controlled by the user. CONCLUSIONS This study identifies several design considerations for an app based on the PAGs. The results suggest a simple, trustworthy, and evidence-based app that focuses on helping persons with MS reach the PAGs.
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Affiliation(s)
- Whitney N Neal
- Department of Health Behavior, University of Alabama, Birmingham, AL, USA
| | - Emma V Richardson
- School of Sport and Exercise, University of Worchester, Worchester, UK
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
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Ramari C, D'hooge M, Dalgas U, Feinstein A, Amato MP, Brichetto G, Chataway J, Chiaravalloti ND, Cutter GR, DeLuca J, Farrell R, Filippi M, Freeman J, Inglese M, Meza C, Motl RW, Rocca MA, Sandroff BM, Salter A, Kos D, Feys P. Prevalence and Associated Clinical Characteristics of Walking-Related Motor, Cognitive, and Fatigability in Progressive Multiple Sclerosis: Baseline Results From the CogEx Study. Neurorehabil Neural Repair 2024; 38:327-338. [PMID: 38426484 DOI: 10.1177/15459683241236161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
BACKGROUND People with progressive multiple sclerosis (PMS) present motor (eg, walking) and cognitive impairments, and report fatigue. Fatigue encompasses fatigability which is objectively measured by the capacity to sustain a motor or cognitive task. OBJECTIVE To investigate the prevalence of walking and cognitive fatigability (CF) and the associated clinical characteristics in a large sample of PMS patients. METHODS PMS patients (25-65 years old) were included from 11 sites (Europe and North America), having cognitive impairment (1.28 standard deviation below normative data for the symbol digit modality test [SDMT]). Walking fatigability (WF) was assessed using the distance walk index (DWI) and CF using the SDMT (scores from the last 30 seconds compared to the first 30 seconds). Additional measures were: cognitive assessment-Brief International Cognitive Assessment for multiple sclerosis (MS), cardiorespiratory fitness, 6-minute walk, physical activity, depressive symptoms, perceived fatigue-Modified Fatigue Impact Scale (MFIS), MS impact-MSIS-29, and walking ability. RESULTS Of 298 participants, 153 (51%) presented WF (DWI = -28.9 ± 22.1%) and 196 (66%) presented CF (-29.7 ± 15%). Clinical characteristics (EDSS, disease duration, and use of assistive device) were worse in patients with versus without WF. They also presented worse scores on MSIS-29 physical, MFIS total and physical and reduced physical capacity. CF patients scored better in the MSIS-29 physical and MFIS psychosocial, compared to non-CF group. Magnitude of CF and WF were not related. CONCLUSIONS Half of the cognitively-impaired PMS population presented WF which was associated with higher disability, physical functions, and fatigue. There was a high prevalence of CF but without strong associations with clinical, cognitive, and physical functions. TRIAL REGISTRATION NUMBER The "CogEx-study," www.clinicaltrial.gov identifier number: NCT03679468.
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Affiliation(s)
- Cintia Ramari
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Limburg, Belgium
- UMSC University MS Center Hasselt Pelt, Hasselt Pelt, Belgium
| | - Mieke D'hooge
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Limburg, Belgium
- National MS Center, Melsbroek, Belgium
| | - Ulrik Dalgas
- Exercise Biology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Anthony Feinstein
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Maria Pia Amato
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy
- AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, UK
| | - Nancy D Chiaravalloti
- Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Gary R Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - John DeLuca
- Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Rachel Farrell
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, UK
| | - Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, IRCSS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCSS San Raffaele Scientific Institute, Milan, Italy
- Neurorehabilitation Unit, IRCSS San Raffaele Scientific Institute, Milan, Italy
- Neurophysiology Service, IRCSS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Jennifer Freeman
- Faculty of Health, School of Health Professions, University of Plymouth, Devon, UK
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, and Center of Excellence for Biomedical Research, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cecilia Meza
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Maria A Rocca
- Neuroimaging Research Unit, Institute of Experimental Neurology, IRCSS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCSS San Raffaele Scientific Institute, Milan, Italy
| | - Brian M Sandroff
- Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Amber Salter
- Department of Neurology, Section on Statistical Planning and Analysis, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Peter Feys
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Limburg, Belgium
- UMSC University MS Center Hasselt Pelt, Hasselt Pelt, Belgium
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Motl RW, Bombardier CH, Duffecy J, Hibner B, Wathen A, Carrithers M, Cutter G. Study protocol: exercise training for treating major depressive disorder in multiple sclerosis. BMC Neurol 2024; 24:131. [PMID: 38632556 PMCID: PMC11022372 DOI: 10.1186/s12883-024-03634-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 04/10/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is prevalent, yet sub-optimally treated among persons with multiple sclerosis (MS). We propose that exercise training may be a promising approach for treating depression in persons with MS who have MDD. Our primary hypothesis predicts a reduction in depression severity immediately after an exercise training intervention compared with minimal change in an attention control condition, and the reduction will be maintained during a follow-up period. METHODS This study involves a parallel-group, assessor-blinded RCT that examines the effect of a 4-month home-based exercise training intervention on depression severity in a sample of persons with MS who have MDD based on the MINI International Neuropsychiatric Interview. The primary outcomes of depression severity are the Patient Health Questionnaire-9 and Hamilton Depression Rating Scale. Participants (N = 146) will be recruited from within 200 miles of the University of Illinois at Chicago and randomized (1:1) into either a home-based exercise training condition or control condition with concealed allocation. The exercise training and social-contact, attention control (i.e., stretching) conditions will be delivered remotely over a 4-month period and supported through eight, 1:1 Zoom-based behavioral coaching sessions guided by social-cognitive theory and conducted by persons who are uninvolved in screening, recruitment, random assignment, and outcome assessment. We will collect outcome data at 0, 4 and 8 months using treatment-blinded assessors, and data analyses will involve intent-to-treat principles. DISCUSSION If successful, the proposed study will provide the first Class I evidence supporting a home-based exercise training program for treating MDD in persons with MS. This is critical as exercise training would likely have positive secondary effects on symptoms, cognition, and quality of life, and provide a powerful, behavioral approach for managing the many negative outcomes of MDD in MS. The program in the proposed research is accessible and scalable for broad treatment of depression in MS, and provides the potential for integration in the clinical management of MS. TRIAL REGISTRATION The trial was registered on September 10, 2021 at clinicaltrials.gov with the identifier NCT05051618. The registration occurred before we initiated recruitment on June 2, 2023.
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Affiliation(s)
- Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL, 60612, USA.
| | - Charles H Bombardier
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Jennifer Duffecy
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Brooks Hibner
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL, 60612, USA
| | - Alison Wathen
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL, 60612, USA
| | - Michael Carrithers
- Department of Neurology and Rehabilitation, University of Illinois at Chicago, Chicago, IL, USA
| | - Gary Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
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Sandroff BM, Motl RW, Salter A. Focusing on neural mechanisms of exercise training benefits in multiple sclerosis. Mult Scler Relat Disord 2024; 86:105633. [PMID: 38643688 DOI: 10.1016/j.msard.2024.105633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 04/15/2024] [Indexed: 04/23/2024]
Abstract
Exercise training (ET) should be a mainstay of comprehensive care in multiple sclerosis (MS), yet there is reluctance regarding its implementation among healthcare providers. This reluctance has its roots in the lack of evidence from randomized controlled trials (RCTs) that provide a neurobiological mechanism for beneficial outcomes. We argue that ET training is efficacious for improving mobility and cognitive dysfunction as hallmark consequences of MS, and propose an experimental medicine framework for guiding research focusing on CNS mechanisms-of-action for ET benefits. The framework establishes three hierarchical pathways as preconditions for applying a mediation framework in a fourth pathway for fully testing mechanistic research questions using a RCT. This paper describes the conceptual basis of the pathways, and then reviews the existing evidence within the pathways of the framework for ET effects on the CNS, mobility, and cognition in MS. Lastly, this paper discusses future directions and challenges for testing the pathways of the framework for advancing the evidence regarding CNS mechanisms of ET benefits in this population. Our objective is guiding the field toward evidence that facilitates the prescription and promotion of ET as a neurorestorative approach within MS clinical practice.
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Affiliation(s)
- Brian M Sandroff
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, West Orange, NJ, USA; Department of Physical Medicine & Rehabilitation, Rutgers NJ Medical School, Newark, NJ, USA.
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Amber Salter
- Department of Neurology, University of Texas Southwestern, Dallas, TX, USA
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Neal WN, Pekmezi D, Motl RW. Physical Activity Levels and Social Cognitive Theory Correlates among Adults with Crohn's Disease: Preliminary Results from a Cross-Sectional Analysis. Int J Environ Res Public Health 2024; 21:462. [PMID: 38673373 PMCID: PMC11050289 DOI: 10.3390/ijerph21040462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 04/07/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024]
Abstract
There is increasing research and clinical interest in physical activity (PA) as an adjuvant therapy for improving health outcomes among persons with Crohn's disease. To date, little is known regarding PA behavior and its cognitive and behavioral correlates in Crohn's disease. Thus, we assessed self-reported PA and its social cognitive theory (SCT) correlates in a sample of persons with Crohn's disease. Data on demographic and clinical characteristics, disease activity, leisure-time PA, and SCT variables were collected from 30 participants with Crohn's disease (90% White, 60% female) through an online survey. SCT variables assessed included exercise self-efficacy, social support, outcome expectations, goal setting, and planning. Analyses involved comparing PA levels and SCT survey scores using independent sample t-tests and non-parametric bivariate correlations. The majority of participants were in clinical remission (60%) and over half (57%) were classified as physically active, yet the mean PA level was lower than normative values for adults. Females (n = 18) and participants who reported previous surgery for Crohn's disease (n = 18) were almost twice as physically active as male participants and those without a history of Crohn's disease-related surgery, respectively (p's < 0.05). Overall, participants who reported greater exercise goal setting behaviors had higher levels of PA (rs = 0.34; p < 0.05). These findings highlight lower overall levels of PA in persons with Crohn's disease, and exercise goal setting represents a potential target of behavior change interventions for increasing PA in this population.
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Affiliation(s)
- Whitney N. Neal
- Department of Health Behavior, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
| | - Dorothy Pekmezi
- Department of Health Behavior, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
| | - Robert W. Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL 61820, USA;
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11
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Jeng B, DuBose NG, Martin TB, Šilić P, Flores VA, Zheng P, Motl RW. Updated Systematic Review and Quantitative Synthesis of Physical Activity Levels in Multiple Sclerosis. Am J Phys Med Rehabil 2024; 103:284-292. [PMID: 37408136 DOI: 10.1097/phm.0000000000002312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/07/2023]
Abstract
OBJECTIVE This article provided an updated quantitative synthesis of physical activity levels in persons with multiple sclerosis compared with controls and other clinical populations. DESIGN A systematic search through PubMed, Scopus, and PsycINFO was conducted for articles published between August 2016 and July 2022. Articles that included a group comparison of at least one measurement of physical activity between adults with multiple sclerosis and controls or other clinical populations were included in the meta-analysis. RESULTS Twenty-four studies met the inclusion criteria and yielded a total of 119 comparisons. There was a moderate difference in physical activity levels between persons with multiple sclerosis and controls (effect size = -0.56, P < 0.01), but no significant difference between persons with multiple sclerosis and other clinical populations (effect size = 0.01, P = 0.90). The pooled effect sizes comparing multiple sclerosis with controls ( Q104 = 457.9, P < 0.01) as well as with clinical populations ( Q13 = 108.4, P < 0.01) were heterogeneous. Moderating variables included sex, disability status, measurement method, outcome, intensity, and application of a multiple sclerosis-specific cut-point. CONCLUSIONS Physical activity levels remain significantly lower in persons with multiple sclerosis compared with controls, but the magnitude of difference has become smaller over the past decade. There is a need for continued development of effective physical activity programs that can reach the greater community with multiple sclerosis.
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Affiliation(s)
- Brenda Jeng
- From the Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, Illinois
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12
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Zheng P, Sandroff BM, Motl RW. Free-living ambulatory physical activity and cognitive function in multiple sclerosis: the significance of step rate vs. step volume. J Neurol 2024; 271:1638-1648. [PMID: 38214757 DOI: 10.1007/s00415-023-12169-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/18/2023] [Accepted: 12/24/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND Physical activity (PA) represents a promising behavioral approach for managing cognitive dysfunction in multiple sclerosis (MS). However, there is a lack of information on the pattern of free-living PA intensity (e.g., step rate) and its unique association with cognition. Such information is essential for informing clinical trials in MS. OBJECTIVE We examined associations among PA volume and intensity with cognitive function in persons with MS, and intensity was derived from steps-based metrics (peak 30-min cadence [Peak-30CAD], and time spent in incremental cadence bands). METHODS We included data from 147 persons with MS who underwent assessments of cognitive function (via Brief International Cognitive Assessment in MS) and wore an ActiGraph GT3X + accelerometer for 7 days. We performed bivariate and partial correlations and regression analyses examining associations among PA metrics and cognitive outcomes. RESULTS Higher Peak-30CAD was significantly associated with better performance in cognitive processing speed and verbal learning and memory (rs = 0.19-0.38), and the associations remained significant when controlling for daily steps, age, sex, and years of education (p < 0.05). By comparison, daily steps was only correlated with cognitive processing speed (rs = 0.26), and the association was non-significant when controlling for Peak-30CAD and covariates. There were stronger correlations among time spent in higher intensity cadence bands with cognitive performance (rs = 0.18-0.38). CONCLUSION Our results highlight the important role of PA intensity for cognition in MS, and may inform future development of focal PA interventions that focusing on step rate patterns for improving cognition in persons with MS.
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Affiliation(s)
- Peixuan Zheng
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL, 60612, USA.
| | - Brian M Sandroff
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, West Orange, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers NJ Medical School, Newark, NJ, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL, 60612, USA
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13
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Motl RW, Russell DI, Pilutti LA, Metse AP, Marck CH, Chan B, Zheng P, Learmonth YC. Drop-out, adherence, and compliance in randomized controlled trials of exercise training in multiple sclerosis: Short report. Mult Scler 2024; 30:605-611. [PMID: 38333909 DOI: 10.1177/13524585241229332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
We documented reporting and rates of drop-out, adherence, and compliance from 40 randomized controlled trials (RCTs) included in our meta-analysis on safety of exercise training (ET) in MS. We adopted definitions and metrics of adherence and compliance provided by the MoXFo adherence group. Drop-out was reported in 100% of the RCTs and approximated 10% for intervention and control conditions. Adherence and compliance were reported in approximately 50% and 10% of the RCTs, respectively, and approximated 80% and 70%, respectively. Standardized metrics for reporting adherence and compliance are important in future RCTs for understanding the impact on outcomes and translation of research evidence into practice.
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Affiliation(s)
- Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Daniel I Russell
- School of Psychology, Murdoch University, Murdoch, WA, Australia
| | - Lara A Pilutti
- Interdisciplinary School of Health Sciences, Brain and Mind Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Alexandra P Metse
- Discipline of Psychology, School of Health, University of the Sunshine Coast, Sippy Downs, QLD, Australia
- School of Psychological Sciences, College of Engineering, Science and Environment, The University of Newcastle, Callaghan, NSW, Australia
| | - Claudia H Marck
- Disability and Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Bryan Chan
- Murdoch University Library, Murdoch, WA, Australia
- Discipline of Libraries, Archives, Records and Information Science, School of Media, Creative Arts and Social Inquiry, Faculty of Humanities, Curtin University, Perth, WA, Australia
| | - Peixuan Zheng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Yvonne C Learmonth
- School of Allied Health (Exercise Science), Murdoch University, Murdoch, WA, Australia; Perron Institute for Neurological and Translational Science, Perth, WA, Australia
- Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Murdoch, WA, Australia
- Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch, WA, Australia
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Silveira SL, Motl RW, Froehlich-Grobe K, Kay M. Feasibility, acceptability, and initial efficacy of a wheelchair exercise training program in persons with multiple sclerosis: study protocol for a parallel group randomized controlled trial. Disabil Rehabil Assist Technol 2024:1-8. [PMID: 38520055 DOI: 10.1080/17483107.2024.2332322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 03/13/2024] [Indexed: 03/25/2024]
Abstract
Purpose: This study is a randomized controlled trial (RCT) that examines the feasibility, acceptability, and initial efficacy of a home-based, remotely supported and supervised exercise training program that was developed using a three-step community engaged research process for persons with multiple sclerosis (MS) who are wheelchair users.Materials and Methods: The study design is a parallel group RCT (NCT05888727). We aim to enroll 24 wheelchair users with MS who will be randomly assigned using REDCap randomization module into exercise training or attention/contact wellness control conditions. The conditions will be delivered remotely over 16 weeks and supported using online, one-onone behavioral coaching. The feasibility outcomes of interest include recruitment and retention rates, and safety outcomes collected throughout the study period. The acceptability outcomes include participant satisfaction and perceptions measured using formative surveys and interviews following the 16-week period. Efficacy outcomes include metabolic health, MS symptoms, and exercise behavior measured before and after the 16-week period. The data analysis will follow intent-to-treat principles using 2 group by 2 time mixed factor ANOVA with estimation of Cohen's d values as effect sizes.Conclusions: The results will guide future research targeting health outcomes using exercise training among wheelchair users with MS who have largely been absent from health promotion research.
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Affiliation(s)
- Stephanie L Silveira
- Department of Kinesiology, Health Promotion, and Recreation, University of North TX, Denton, TX, USA
- Department of Management, Policy, and Community Health, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of IL Chicago, Chicago, IL, USA
| | | | - Mitch Kay
- Department of Kinesiology, Health Promotion, and Recreation, University of North TX, Denton, TX, USA
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15
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Huynh TLT, Feasel CD, Jeng B, Motl RW. Cross-sectional, comparative study of health-related quality of life across the adult lifespan in multiple sclerosis. Int J Neurosci 2024:1-8. [PMID: 38441501 DOI: 10.1080/00207454.2024.2327404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 03/02/2024] [Indexed: 03/14/2024]
Abstract
PURPOSE This study examines the independent and interactive effects of age and multiple sclerosis (MS) on health-related quality of life (HRQOL). MATERIALS AND METHODS The sample included persons with MS (n = 207) and healthy controls (HCs; n = 99) divided into three age groups (young, middle-aged, and older adults) who completed a battery of questionnaires, including the 36-item Short-Form Health Survey (SF-36) as a measure of HRQOL. The SF-36 yielded scores for the Physical Component Summary (PCS) (i.e. physical HRQOL) and Mental Component Summary (MCS) (i.e. mental HRQOL). The data were analyzed using two-way MANOVA. RESULTS There was no interaction between age and disease status on HRQOL, but there were significant main effects of age and disease status on HRQOL. HRQOL was significantly lower in participants with MS than HCs, regardless of age. Physical HRQOL was lower, whereas mental HRQOL was higher across age groups. CONCLUSION The findings suggest that future research should develop behavioral and rehabilitation approaches that are applicable for improving HRQOL across the lifespan in persons with MS, particularly for physical HRQOL in older adults with MS.
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Affiliation(s)
- Trinh L T Huynh
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA
| | - Corey D Feasel
- Department of Physical Therapy, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Brenda Jeng
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA
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16
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Huynh TLT, Neal WN, Barstow EA, Motl RW. Physical Activity in Individuals Newly Diagnosed With Multiple Sclerosis Through the Lens of the COM-B Model. Int J MS Care 2024; 26:49-56. [PMID: 38482516 PMCID: PMC10930808 DOI: 10.7224/1537-2073.2022-095] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
BACKGROUND Physical activity (PA) is a promising intervention for disease modification and symptom management in multiple sclerosis (MS); however, there is a lack of research focusing on PA behavior change interventions for persons newly diagnosed with MS. Such PA behavior change interventions should be developed based on a strong empirical foundation of understanding the behavior and its determinants (ie, what to target for changes to occur). To that end, this qualitative study examined factors explaining PA in persons newly diagnosed with MS and identified potential targets for future behavior change intervention development based on the Capability-Opportunity-Motivation-Behavior (COM-B) model. METHODS Twenty individuals diagnosed with MS within the past 2 years underwent one-on-one semistructured interviews using questions developed based on the COM-B model. Data were analyzed using reflective thematic analysis, and the identified themes were then mapped with the COM-B model. RESULTS Factors explaining PA in the study sample were identified across the COM-B components. The typical factors include knowledge and skills to sufficiently engage in PA with appropriate approaches, ability to adapt and navigate through new environmental and social difficulties after diagnosis, and motivation resulting from a combination of factors, such as outcome expectation, belief of capabilities, role/identity, reinforcement, and emotions. CONCLUSIONS The COM-B model was applied successfully in this study to understand PA behavior and identify potential targets for behavior change in individuals newly diagnosed with MS. Future behavior change interventions should consider addressing these factors to generate effective PA behavior change in this population.
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Affiliation(s)
- Trinh L. T. Huynh
- From the Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA (TLTH, RWM)
| | - Whitney N. Neal
- Department of Health Behavior, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA (WNN)
| | - Elizabeth A. Barstow
- Department of Occupational Therapy, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, USA (EAB)
| | - Robert W. Motl
- From the Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA (TLTH, RWM)
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17
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Motl RW, Sandroff BM, Benedict RHB, Aldunate R, Cutter G, Barron E. Internet-delivered lifestyle physical activity intervention for cognitive processing speed in multiple sclerosis. Contemp Clin Trials 2024; 138:107446. [PMID: 38242351 DOI: 10.1016/j.cct.2024.107446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 12/18/2023] [Accepted: 01/15/2024] [Indexed: 01/21/2024]
Abstract
BACKGROUND We propose a randomized controlled trial(RCT) of a Social Cognitive Theory-based(SCT), Internet-delivered behavioral intervention targeting lifestyle physical activity(LPA) for yielding improvements in cognitive processing speed(CPS), learning and memory(L/M), symptoms, and quality of life(QOL) among persons with mild multiple sclerosis(MS)-related ambulatory impairment who have impaired CPS. METHODS/DESIGN The study involves a Phase-II, parallel group, RCT design. Participants with MS(N = 300) will be randomly assigned on an equal basis(1:1) into behavioral intervention(n = 150) or attention and social contact control(n = 150) conditions. The conditions will be administered over 6-months by trained behavior coaches who will be uninvolved in screening, recruitment, random assignment, and outcome assessment. We will collect outcome data remotely every 6-months over the 12-month period(baseline, immediate follow-up, and 6-month follow-up) using a treatment blinded assessor. The primary outcome is the raw, oral Symbol Digit Modalities Test as a neuropsychological measure of CPS. The secondary outcomes include the California Verbal Learning Test-II as an objective measure of L/M, and patient-reported outcomes of fatigue, depressive symptoms, anxiety, pain, and QOL. The tertiary outcome is accelerometry as an objective, device-based measure of steps/day for generating a minimal clinically important difference(MCID) value that guides the prescription of LPA for improving CPS in clinical practice. The primary data analyses will involve intent-to-treat principles, and mixed-effects models and logistic regression. DISCUSSION If successful, the proposed study will provide Class I evidence for the efficacy of a theory-based, Internet-delivered behavioral intervention focusing on LPA for improving CPS and mitigating its negative impact on other outcomes in persons with MS. CLINICALTRIALS gov: NCT04518657.
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Affiliation(s)
- Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 1919 W. Taylor St, Chicago, IL 60612, USA..
| | - Brian M Sandroff
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, 1199 Pleasant Valley Way, West Orange, NJ 07052, USA
| | - Ralph H B Benedict
- Jacobs School of Medicine, University at Buffalo, 1001 Main Street, Buffalo, NY 14203, USA
| | - Roberto Aldunate
- Center for Innovation and Applied Research, 1807 Savanna Dr., Champaign, IL 61820, USA
| | - Gary Cutter
- Department of Biostatistics, University of Alabama Birmingham, 1665 University Blvd, Birmingham, AL 35233, USA
| | - Emily Barron
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 1919 W. Taylor St, Chicago, IL 60612, USA
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18
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Huynh TLT, Williams MJ, Motl RW. Walking and physical performance in black and white adults with multiple sclerosis controlling for social determinants of health. Mult Scler Relat Disord 2024; 83:105439. [PMID: 38219300 DOI: 10.1016/j.msard.2024.105439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/02/2024] [Accepted: 01/08/2024] [Indexed: 01/16/2024]
Abstract
BACKGROUND There is evidence for reduced walking and physical performance in persons with multiple sclerosis (MS) compared with healthy controls (HCs). There is further evidence suggesting increased overall mobility disability in Black persons with MS compared with White counterparts, yet little is known about the interplay of social determinants of health (SDOH) when considering differences in walking and physical performance. PURPOSE This cross-sectional, comparative study examined differences in walking and physical performance in Black and White persons with MS and HCs (MS Status), statistically controlling for SDOH. METHODS The study sample consisted of 208 persons with MS (141 White participants and 67 Black participants) and 95 HCs (59 White participants and 36 Black participants). Walking and physical function were measured using timed 25-foot walk (T25FW), six-minute walk (6MW), timed-up-and-go (TUG), and short physical performance battery (SPPB). We examined the differences in the walking and physical functions as a function of MS Status (MS vs. HCs) and Race (Black vs. White) using Multivariate Analysis of Covariance, controlling for age, sex, marital status and SDOH (i.e., education, employment, income). RESULTS There were no significant interactions between MS Status and Race on the outcomes, and the main effects of MS Status and Race remained statistically significant, controlling for SDOH and covariates. The main effects indicated significant lower T25FW (F = 34.6, p < .001, Ƞp2 = 0.11), 6MW (F = 58.5, p < .001, Ƞp2 = 0.18), TUG (F = 22.1, p < .001, Ƞp2 = 0.08), and SPPB (F = 25.2, p < .001, Ƞp2 = 0.09) performance for MS than HCs, and lower T25FW (F = 15.5, p < .001, Ƞp2 = 0.05), 6MW (F = 11.6, p < .001, Ƞp2 = 0.04), and TUG (F = 4.1, p < .05, Ƞp2 = 0.02) performance in Black than White samples. CONCLUSIONS We conclude that MS Status and Race independently influence walking and physical performance even after accounting for SDOH, and Black persons with MS have compromised walking and physical performance, perhaps necessitating focal rehabilitation.
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Affiliation(s)
- Trinh L T Huynh
- Department of Kinesiology and Nutrition, School of Applied Health Sciences, University of Illinois Chicago, 1919 W Taylor Street, Chicago, IL, USA.
| | | | - Robert W Motl
- Department of Kinesiology and Nutrition, School of Applied Health Sciences, University of Illinois Chicago, 1919 W Taylor Street, Chicago, IL, USA
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Huynh TLT, Barstow EA, Motl RW. Feasibility of a theory-based physical activity intervention for persons newly diagnosed with multiple sclerosis. Mult Scler Relat Disord 2024; 83:105446. [PMID: 38262331 DOI: 10.1016/j.msard.2024.105446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 12/26/2023] [Accepted: 01/13/2024] [Indexed: 01/25/2024]
Abstract
BACKGROUND Physical activity (PA) is beneficial for rehabilitation and symptom management in multiple sclerosis (MS), yet persons newly diagnosed with MS are insufficiently active and have not been the focus of PA research. This is important as early initiation of lifestyle PA, alongside other disease modifying therapies, might maximize the lasting benefits of this behavior on health outcomes and health-related quality of life (HRQOL) in MS. PURPOSE This single group, pre-post study examined the feasibility and initial efficacy of a 12-week remotely delivered COM-B-based behavior change intervention targeting lifestyle PA in persons newly diagnosed with MS. METHODS Persons newly diagnosed with MS (diagnosis of 2 years or less) were recruited for the study. The intervention was designed based on COM-B and formative research, and included a program manual, newsletters, video coaching calls, pedometer, logbook, and calendar. Feasibility was assessed in four domains: process (e.g., recruitment, retention), resource (e.g., time and costs), management (e.g., data management), and scientific evidence (e.g., safety, treatment effects). RESULTS Thirty-two persons newly diagnosed with MS underwent screening, 17 were eligible, and 14 started the intervention. Twelve participants completed the study (86 % retention rate). All participants in the intervention engaged in 100 % of video coaching calls and participants provided 73 % of online step count entries. Eighty-three percent of participants fully complied with reviewing the newsletters. No relapses were reported during the intervention. There were moderate-to-large increases in PA outcomes, as measured by the Godin Leisure-Time Exercise Questionnaire, International Physical Activity Questionnaire, and accelerometry (light PA) (d ≥ 0.5). There were no significant changes in other accelerometry outcomes, including step counts and moderate-to-vigorous PA (d = 0.2). There were large, positive effects of the intervention on physical and mental health-related quality of life with (d ≥ 1), but the change in fatigue severity was small and not statistically significant among the study participants (d = 0.3). CONCLUSIONS This study provides evidence for feasibility and initial efficacy of a COM-B-based PA intervention for persons newly diagnosed with MS. The results indicate that this intervention was feasible, safe, acceptable, and promising for promoting lifestyle PA in persons newly diagnosed with MS.
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Affiliation(s)
- Trinh L T Huynh
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA.
| | - Elizabeth A Barstow
- Department of Occupational Therapy, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
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Alotaibi MM, Motl RW, Stavrinos D, Snyder SW, Singh H, Lein DH. Moderate-to-Vigorous Physical Activity and Response Inhibition Predict Balance in Adults with Attention Deficit/Hyperactivity Disorder. J Clin Med 2024; 13:968. [PMID: 38398282 PMCID: PMC10889301 DOI: 10.3390/jcm13040968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 02/02/2024] [Accepted: 02/05/2024] [Indexed: 02/25/2024] Open
Abstract
Background: Some evidence indicates that adults with attention deficit hyperactivity disorder (ADHD) may have balance impairments. This study examined the associations between moderate-to-vigorous physical activity (MVPA), response inhibition (RI), and static balance in this population while off and on psychostimulant medication (PS). Methods: Participants (n = 40; 30 females; M age = 29.0; SD = 6.3 years) wore an ActiGraph GT9X-link around their waist to estimate MVPA levels (minutes/day). To assess RI, participants completed the Delis-Kaplan Executive Function System (D-KEFS) subtests Trail-Making Test (TMT) and Color-Word Interference Test (CWIT). To evaluate static balance, participants completed postural sway area (cm2) assessments in four conditions: feet-apart eyes-open (FAEO), feet-apart eyes-closed (FAEC), feet-together eyes-open (FTEO), and feet-together eyes-closed (FTEC). Participants also completed the single-leg standing tests (seconds) with eyes open (SLEO) and with eyes closed (SLEC). Results: When off medication, MVPA significantly predicted SLEC (β = 0.30; p = 0.017). MVPA and TMT significantly predicted FTEO, explaining ~19% of the variance in FTEO; both MVPA and TMT were significant predictors (β = -0.33, p = 0.027 and β = -0.31, p = 0.039, respectively). When on medication, TMT significantly predicted FAEC (β = 0.17; p = 0.047). Conclusions: MVPA and RI may be effective parameters in predicting static balance in adults with ADHD when off medication only.
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Affiliation(s)
- Mansour M. Alotaibi
- Department of Rehabilitation, College of Medical Sciences, Northern Border University, Arar 73213, Saudi Arabia
- Center for Health Research, Northern Border University, Arar 73213, Saudi Arabia
| | - Robert W. Motl
- Department of Kinesiology and Nutrition, University of Illinois, Chicago, IL 61820, USA;
| | - Despina Stavrinos
- Department of Psychology, University of Alabama, Tuscaloosa, AL 35487, USA;
| | - Scott W. Snyder
- Department of Human Studies, University of Alabama at Birmingham, Birmingham, AL 35233, USA;
| | - Harshvardhan Singh
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL 35233, USA; (H.S.); (D.H.L.J.)
| | - Donald H. Lein
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL 35233, USA; (H.S.); (D.H.L.J.)
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Silveira SL, Motl RW, Sandroff BM, Pilutti LA, Cutter GR. Randomized Controlled Trial of the Behavioral Intervention for Physical Activity in Multiple Sclerosis Project: Response Heterogeneity and Predictors of Change. Int J Behav Med 2024:10.1007/s12529-024-10265-7. [PMID: 38326673 DOI: 10.1007/s12529-024-10265-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/29/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND We reported that a social cognitive theory-based (SCT), Internet-delivered behavioral intervention increased device-measured minutes/day of moderate-to-vigorous physical activity (MVPA) over a 6-month period among persons with multiple sclerosis (MS). This paper examined the pattern and predictors of heterogeneity in change for MVPA. Based on previous research, we hypothesized that mild MS disability, fewer MS symptoms, lower baseline MVPA, and positive SCT characteristics (e.g., high exercise self-efficacy) would be associated with greater change in MVPA. METHOD Persons with MS (N = 318) were randomized into behavioral intervention (n = 159) or attention/social contact control (n = 159) conditions that were administered via Internet websites and supported with behavioral coaching. Demographic, clinical, symptom, behavioral, and SCT data were from before the 6-month period of delivering the conditions, and MVPA data were from before and after the 6-month period. We examined heterogeneity based on waterfall plots, box plots, and the Levene statistic. We identified predictors of MVPA change using bivariate correlation and multiple, linear regression analyses per condition. RESULTS The Levene statistic indicated statistically significant heterogeneity of variances for MVPA change between conditions (p = .003), and the waterfall plots and box plots indicated greater heterogeneity in MVPA change for the behavioral intervention. MVPA change score was correlated with baseline MVPA (r = - .33 and r = - .34, p = .0004 and p = .0001) in both conditions and walking impairment (r = - .188, p = .047) and race (r = .233, p = .014) in the behavioral intervention condition. The regression analysis indicated that baseline MVPA (Standardized B = - .449, p = .000002), self-reported walking impairment (Standardized B = - .310, p = .0008), and race (Standardized B = .215, p = .012) explained 25.6% of variance in MVPA change for the behavioral intervention condition. CONCLUSION We provide evidence for walking impairment, baseline MVPA, and race as predictors of the heterogeneity in the pattern of MVPA change with a behavioral intervention.
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Affiliation(s)
- Stephanie L Silveira
- Department of Management, Policy, and Community Health, University of Texas Health Science Center at Houston, 1200 Pressler Street, Houston, TX, 77030, USA.
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, USA
| | - Brian M Sandroff
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, East Hanover, USA
| | - Lara A Pilutti
- Interdisciplinary School of Health Sciences, University of Ottawa, Ottawa, Canada
| | - Gary R Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, USA
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Wirth M, Motl RW, Bombardier CH, Bartle B, Wong AWK, Aguina K, LaVela SL. Factors associated with perceived social isolation among veterans with spinal cord injury and disorders: Cross sectional survey. J Spinal Cord Med 2024:1-10. [PMID: 38315055 DOI: 10.1080/10790268.2023.2299500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2024] Open
Abstract
CONTEXT/OBJECTIVE Examine demographics, injury characteristics, objective measures of social isolation and health factors that are associated with perceived social isolation (PSI) among Veterans with spinal cord injury and disorders (SCI/D). DESIGN Cross-sectional survey. SETTING The Veterans Health Administrations (VHA) SCI/D system of care. PARTICIPANTS Veterans with SCI/D who have used the VHA health care system. INTERVENTION Not applicable. OUTCOMES MEASURES We assessed unadjusted associations of high PSI (above population mean) vs low (normative/below population mean), and multivariable logistic regression for independent associations with PSI. RESULTS Out of 1942 Veterans with SCI/D, 421 completed the survey (22% response rate). Over half (56%) had PSI mean scores higher than the general population. Among the objective measures, having a smaller social network size was associated with increased odds of high PSI (OR 3.59, P < .0001); additionally, for health factors, having depression (OR 3.98, P < 0.0001), anxiety (OR 2.29, P = 0.009), and post-traumatic stress (OR 2.56, P = 0.003) in the previous 6 months, and having 4 or more chronically occurring secondary conditions (OR 1.78, P = 0.045) was associated with increased odds of high PSI. The most commonly identified contributors to feelings of PSI included mobility concerns (63%), having a SCI/D (61%), and concerns about being a burden on others (57%). CONCLUSIONS Factors such as social network size may be used to identify individuals with SCI/D at risk for PSI. Additionally, by identifying mental health problems, presence of multiple chronically occurring secondary conditions, and Veteran-identified contributors of PSI, we can target these factors in a patient-centered interventions to identify and reduce PSI.
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Affiliation(s)
- Marissa Wirth
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr. VA Hospital, Hines, Illinois, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Charles H Bombardier
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - Brian Bartle
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr. VA Hospital, Hines, Illinois, USA
| | - Alex W K Wong
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, USA
| | - Keith Aguina
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr. VA Hospital, Hines, Illinois, USA
| | - Sherri L LaVela
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr. VA Hospital, Hines, Illinois, USA
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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23
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Jeng B, Huynh TLT, Motl RW. Comorbid Conditions and Physical Function in Adults With Multiple Sclerosis. Arch Phys Med Rehabil 2024; 105:251-257. [PMID: 37442217 DOI: 10.1016/j.apmr.2023.06.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/12/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023]
Abstract
OBJECTIVE We examined the total number of comorbid conditions as a correlate of physical function in persons with multiple sclerosis (MS). We further identified the presence of common comorbid conditions and examined physical function outcomes based on presence or absence of the comorbid conditions in persons with MS. DESIGN Cross-sectional, comparative study. SETTING University-based laboratory. PARTICIPANTS Two hundred seven persons with MS (N=207) completed the study. MAIN OUTCOME MEASURES Participants provided demographic, clinical, and comorbidity information. Participants then completed the 6-minute walk (6MW), timed 25-foot walk (T25FW), timed Up and Go (TUG), and short physical performance battery (SPPB). INTERVENTIONS Not applicable. RESULTS The number of comorbid conditions was associated with 6MW, T25FW, TUG, and SPPB scores (all P≤.001). Persons with MS who had hypertension performed worse on the 6MW, T25FW, TUG, and SPPB than persons without hypertension. Persons who had osteoarthritis performed worse on the 6MW, T25FW, and SPPB than persons without osteoarthritis. CONCLUSIONS The results demonstrate that persons who report more comorbid conditions have worse physical function, and this may largely be associated with hypertension or osteoarthritis. There are opportunities for the design of behavioral interventions that target physical activity and/or diet for improving physical function via comorbid conditions in persons with MS.
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Affiliation(s)
- Brenda Jeng
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL; Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL.
| | - Trinh L T Huynh
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL
| | - Robert W Motl
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL; Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL
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Ballenger BK, Carter SL, Norman G, Brown SP, Fernhall B, Motl RW, Agiovlasitis S. Physical activity and arterial stiffness: is body fat a mediator? Eur J Appl Physiol 2024; 124:527-535. [PMID: 37578537 DOI: 10.1007/s00421-023-05296-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 08/04/2023] [Indexed: 08/15/2023]
Abstract
PURPOSE Physical activity (PA) and body fat percentage (%BF) are independently associated with arterial stiffness, but it has not been explored if there is an associative pathway among these variables. This study examined whether %BF mediates the relationship between PA or sedentary behavior levels with arterial stiffness. METHODS Fifty adults (1:1 men:women; age 28 ± 11 year) had carotid-femoral pulse wave velocity (CF-PWV) measured by applanation tonometry, %BF by bioelectrical impedance, and PA levels by accelerometry. Accelerometer data determined minutes per day spent in sedentary, light, moderate-to-vigorous physical activity (MVPA), and Total PA. RESULTS Pearson correlation indicated statistically significant associations among age, %BF, CF-PWV, MVPA, and Total PA (r = 0.34-0.65, p < 0.05). Sedentary and light PA were not associated with CF-PWV. Mediation analysis indicated significant total effects of MVPA (β = - 0.34, p = 0.044) and age (β = 0.65, p < 0.001) on CF-PWV. %BF mediated the relationship between Total PA and CF-PWV due to indirect effect of Total PA on %BF (β = - 0.34, p = 0.02) and %BF on CF-PWV (β = 0.44, p = 0.002), and partially mediated the relationship between age and CF-PWV (β = 0.54, p < 0.001). Total PA retained its significant effect on %BF (β = - 0.28, p = 0.04) and the effect of %BF on CF-PWV remained significant (β = 0.26, p = 0.03), despite age having a significant effect on both %BF (β = 0.31, p = 0.023) and CF-PWV (β = 0.54, p < 0.001). CONCLUSIONS %BF mediated the relationship between Total PA and arterial stiffness, even after accounting for age. Engagement in more Total PA may help to reduce %BF, resulting in decreased arterial stiffness.
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Affiliation(s)
- Brantley K Ballenger
- Department of Kinesiology, Mississippi State University, Mississippi State, MS, USA.
| | - Sydni L Carter
- Department of Kinesiology, Mississippi State University, Mississippi State, MS, USA
| | - Grant Norman
- Department of Kinesiology, Mississippi State University, Mississippi State, MS, USA
| | - Stanley P Brown
- Department of Kinesiology, Mississippi State University, Mississippi State, MS, USA
| | - Bo Fernhall
- Department of Exercise and Health Science, University of Massachusetts Boston, Boston, MA, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, Univeristy of Illinois Chicago, Chicago, IL, USA
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25
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Motl RW, Foley FW, Picone MA, Lipton ML, Izzetoglu M, Hernandez ME, Holtzer R. Initial validation of the university of Alabama Birmingham study of aging life-space assessment in older adults with multiple sclerosis. Mult Scler Relat Disord 2024; 82:105354. [PMID: 38134603 PMCID: PMC10894523 DOI: 10.1016/j.msard.2023.105354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 11/21/2023] [Accepted: 12/03/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND Older adults with multiple sclerosis (OAMS) have declines in walking and physical performance that may erode community mobility defined as the spatial extent of mobility in one's daily life and environment. OBJECTIVE This study provided the first application and validation of the University of Alabama Birmingham Study of Aging Life-Space Assessment (UAB LSA) as a measure of community mobility in OAMS. METHODS The sample included 97 OAMS and 108 healthy controls (HCs) who completed baseline assessments as part of an ongoing, longitudinal study. The primary assessments included the UAB LSA and timed 25-foot walk (T25FW), short physical performance battery (SPPB), global health score (GHS), and geriatric depression scale (GDS) in both OAMS and HCs, and patient determined disease steps (PDDS) scale in only OAMS. RESULTS OAMS had significantly lower UAB LSA scores than HCs (p < .001). UAB LSA scores had strong correlations with T25FW(rs = -.641) and SPPB(rs = 0.507) in OAMS, and moderate correlations in HCs (rs = -.300 & rs = 0.384). The correlations between UAB LSA and GHS and GDS scores were significant, but small in OAMS (rs = -.239 & rs = -.231), and not statistically significant in HCs (rs = -.009 & rs = -.166). There was a strong correlation between UAB LSA and PDDS scores in the OAMS sample (rs = -.605). CONCLUSION We provided initial evidence for UAB LSA scores as a measure of community mobility in OAMS.
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Affiliation(s)
- Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, United States
| | - Frederick W Foley
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States; Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, United States
| | - Mary Ann Picone
- Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, United States
| | - Michael L Lipton
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, United States; Department of Biomedical Engineering, Columbia University, New York, NY, United States
| | - Meltem Izzetoglu
- Villanova University, Electrical and Computer Engineering, Villanova, PA, United States
| | - Manuel E Hernandez
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL, United States; Department of Biomedical and Translational Sciences, Carle Illinois College of Medicine, Urbana, IL, United States
| | - Roee Holtzer
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States.
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Berryman K, Wirth M, Bombardier CH, Motl RW, Bartle B, Jacob RL, Aguina K, LaVela SL. Variables Associated With Moderate to High Loneliness Among Individuals Living With Spinal Cord Injuries and Disorders. Arch Phys Med Rehabil 2024:S0003-9993(24)00052-2. [PMID: 38281576 DOI: 10.1016/j.apmr.2024.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 01/04/2024] [Accepted: 01/10/2024] [Indexed: 01/30/2024]
Abstract
OBJECTIVE To identify variables independently associated with moderate to high loneliness in individuals living with Spinal Cord Injuries or Disorders (SCI/D). DESIGN A cross-sectional, national survey of a random sample of community-dwelling Veterans with SCI/D in the United States. Survey methodology was used to collect data on demographic and injury characteristics, general health, chronic and SCI-secondary conditions, and loneliness. SETTING The VHA SCI/D System of Care including 25 regional SCI/D Centers (or Hubs). PARTICIPANTS Among 2466 Veterans with SCI/D, 592 completed surveys (24%). Most participants were men (91%), white (81%), not currently married (42%), had tetraplegia (33%), and on average injured for 18 years at the time of data collection (N=562). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE The dependent variable, loneliness, was collected using the UCLA-3 instrument. Loneliness was dichotomized into never/low loneliness and moderate/high loneliness (UCLA score ≥ 4). RESULTS Bivariate analyses assessed unadjusted associations in demographics, injury characteristics, chronic disease, and SCI-secondary conditions. Multivariable logistic regression was used to identify factors independently associated with moderate/high loneliness. Participants had a mean loneliness score of 5.04, SD=1.99. The point prevalence of moderate to high loneliness was 66%. Lower duration of injury, paraplegia, being unmarried, being in fair/poor general health, having dysfunctional sleep, and having a diagnosis of bowel dysfunction were each independently associated with greater odds of moderate/high loneliness. CONCLUSIONS Findings suggest that interventions to reduce/manage loneliness in the Veteran SCI/D population should focus on those who are more newly injured, have paraplegia, currently unmarried, have bowel problems, and experience dysfunctional sleep.
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Affiliation(s)
- Kelsey Berryman
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr VA Hospital, Hines, IL.
| | - Marissa Wirth
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr VA Hospital, Hines, IL
| | | | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL
| | - Brian Bartle
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr VA Hospital, Hines, IL
| | - R Lorie Jacob
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr VA Hospital, Hines, IL
| | - Keith Aguina
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr VA Hospital, Hines, IL
| | - Sherri L LaVela
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Department of Veterans Affairs, Edward Hines Jr VA Hospital, Hines, IL; Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL
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Silveira SL, Motl RW, Salter A, Marquez DX. Social Cognitive Theory Variables as Correlates of Physical Activity Behavior Among Hispanics With Multiple Sclerosis. Arch Phys Med Rehabil 2024:S0003-9993(24)00053-4. [PMID: 38281577 DOI: 10.1016/j.apmr.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 01/30/2024]
Abstract
OBJECTIVE To examine the association between social cognitive theory (SCT) variables and physical activity (PA) behavior in Hispanic adults with multiple sclerosis (MS). DESIGN Observational, survey study. SETTING General community. PARTICIPANTS Inclusion criteria: (a) age 18 years or older, (b) self-identify as Hispanic or Latino, (c) diagnosis of MS, and (d) English or Spanish as primary language. Two hundred forty-three individuals opened the survey, 24 individuals did not meet inclusion criteria, and 66 individuals were excluded due to not completing any of the SCT variable measures (N=153). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE(S) PA was measured using the Godin Leisure Time Exercise Questionnaire (GLTEQ) total and Health Contribution Scores (HCS). SCT variables included standard measures of exercise self-efficacy, planning, goal setting, outcome expectations, social support, and functional impairment. RESULTS The final sample included 153 participants with a mean (SD) age of 43 (11) years, 78% identified as women, 57% were employed, and 63% had a college degree or higher. The mean (SD) MS disease duration was 11 (9) years, 74% of participants reported relapsing remitting MS, and median (interquartile range) Patient Determined Disease Steps (PDDS) score was 3.0 (3.0). Significant correlations were observed between all SCT variables and both GLTEQ total and GLTEQ HCS scores (P<.001). Forward stepwise regression with Akaike's Information Criterion (AICC) identified PDDS, age, exercise planning, exercise self-efficacy, and exercise goal setting as the most appropriate covariates and SCT variables to include in a multivariable model examining independent contributions on GLTEQ HCS scores. The multivariable, linear regression analysis indicated that PDDS (Standardized B=-.280, P<.001), exercise planning (Standardized B=.214, P<.05), and exercise self-efficacy (Standardized B=.183, P<.05) explained 42.4% of variance in GLTEQ HCS scores. CONCLUSIONS This study provides a contribution to the literature by identifying SCT variables that correlate with PA behavior among Hispanics with MS that may guide the creation of culturally appropriate PA programs.
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Affiliation(s)
- Stephanie L Silveira
- Department of Kinesiology, Health Promotion, and Recreation, University of North Texas, Denton, TX.
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL
| | - Amber Salter
- Department of Neurology, Section on Statistical Planning and Analysis, University of Texas Southwestern, Dallas, TX
| | - David X Marquez
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL
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LaVela SL, Motl RW, Berryman K, Wirth M, Bartle B, Aguina K, Solanki P, Bombardier CH. Facilitators to alleviate loneliness and social isolation as identified by individuals with spinal cord injuries and disorders: A qualitative study. Rehabil Psychol 2024:2024-47668-001. [PMID: 38271018 DOI: 10.1037/rep0000540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
PURPOSE/OBJECTIVE Individuals with spinal cord injuries and disorders (SCI/D) are at increased risk for experiencing loneliness and social isolation. The aim is to describe facilitators identified by individuals living with SCI/D to alleviate loneliness and perceived social isolation. RESEARCH METHOD/DESIGN Descriptive qualitative design using in-depth interviews with veterans with SCI/D (n = 23). Descriptive statistics was used to calculate demographic and injury characteristics. Audio-recorded and transcribed verbatim transcripts were coded and analyzed using Braun and Clarke's (2006) six thematic analysis phases. RESULTS Participants were male (70%), white (78%), and not currently married (35%), with an average age of 66 years (42-88). Participants had paraplegia (61%), with traumatic etiology (65%) and were injured 14 years (1-45) on average. Eight themes were identified by participants living with SCI/D that described facilitators to alleviate loneliness and perceived social isolation. (a) Engage in/pursue interests; (b) Interact with/spend time with others; (c) Embrace acceptance; (d) Take part in reciprocity; (e) Find a purpose/accomplish goals; (f) Get out of residence, get outside; (g) Connect with SCI/D community/SCI/D peers; and (h) Seek help from (mental) healthcare professionals. CONCLUSIONS/IMPLICATIONS Individuals with SCI/D identified facilitators to alleviate loneliness that encompasses changes in ways of thinking, actions to expand participation in life, and efforts focused on involving others. Findings can be used to guide healthcare delivery and develop interventions to target feelings of loneliness and social isolation in persons with SCI/D, which may be particularly impactful if they involve reciprocal interactions with peers with SCI/D. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Sherri L LaVela
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago
| | - Kelsey Berryman
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital
| | - Marissa Wirth
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital
| | - Brian Bartle
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital
| | - Keith Aguina
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital
| | - Pooja Solanki
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital
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29
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Zheng P, DeJonge SR, Flores VA, Jeng B, Motl RW. Systematic review and meta-analysis of sedentary behavior in persons with multiple sclerosis. Mult Scler Relat Disord 2023; 80:105124. [PMID: 37956522 DOI: 10.1016/j.msard.2023.105124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/19/2023] [Accepted: 11/04/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Persons with multiple sclerosis (MS) engage in less physical activity than the general population, and the disease manifestations and comorbidity conditions might further predispose them toward sedentary behavior (SB) among this population. We performed a systematic review with meta-analysis of studies that compared SB in persons with MS and non-MS controls, and examined factors that may moderate the difference in SB between the two groups. METHODS We conducted a systematic search using PubMed, PsycINFO, Scopus, and CINAHL from inception up to August 2022, and identified studies that involved group comparison of SB outcomes between MS and non-MS controls. Effect sizes were calculated as standardized mean differences (SMDs) using Hedge's g. We generated a multilevel random-effects model for estimating an overall effect, and performed moderator analyses. Methodological quality was assessed using the Appraisal Tool for Cross-Sectional Studies (AXIS tool). RESULTS Eleven studies were included (1403 MS vs. 449 controls) and yielded 17 effects for meta-analysis. Results indicated an overall small, but significant effect (SMD [95% CI] = 0.27 [0.02, 0.53], p = 0.03) with significant heterogeneity (Q16 = 72.2, p < 0.01; I2total = 75.8%). There were larger effects when the MS sample had a higher proportion of females, or when SB was reported as percent sedentary time per day compared with other SB outcomes (p = 0.03 and 0.05, respectively). The included studies achieved fairly good quality (91.4%) using the AXIS tool. CONCLUSIONS The cumulative evidence supports that persons with MS engage in more SB than non-MS controls. Our findings may support the design of targeted behavioral change interventions for reducing SB and improving health and function in the MS population.
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Affiliation(s)
- Peixuan Zheng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL 60612, United States.
| | - Sydney R DeJonge
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL 60612, United States
| | - Victoria A Flores
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL 60612, United States
| | - Brenda Jeng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL 60612, United States
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 545 AHSB, 1919 W. Taylor St., Chicago, IL 60612, United States
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Najafi P, Hadizadeh M, Cheong JPG, Motl RW, Abdullah S, Mohafez H, Poursadeghfard M. Effects of tele-exercise training on physical and mental health and quality of life in multiple sclerosis: Do the effects differ by modality and clinical disease course? Mult Scler Relat Disord 2023; 80:105129. [PMID: 37977056 DOI: 10.1016/j.msard.2023.105129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 10/01/2023] [Accepted: 11/04/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION Tele-exercise training has improved mental and physical health and quality of life (QOL) in people with multiple sclerosis (PwMS), but there is little known about the comparability of effects across modalities and clinical disease courses. OBJECTIVE To evaluate the effect of tele-Pilates and tele-yoga training on physical and mental factors and QOL in PwMS, with a focus on two phenotype classifications - relapsing-remitting MS (RRMS) and secondary progressive MS (SPMS). METHODS Eighty-two persons with RRMS (n = 48) and SPMS (n = 34) were randomly assigned into tele-Pilates (n = 29), tele-yoga (n = 26), or control (n = 27). The tele-exercis training was conducted three times per week for eight weeks. RESULTS Significant time × group interactions were observed for QoL (p = 0.01), physical activity levels (p < 0.001), mental health (p = 0.05), and a decline in depression (p = 0.002) following tele-Pilates and tele-yoga. The corresponding subfactors, including pain, energy, emotional well-being, and role limitation due to emotional and physical problems, have shown significant improvements after interventions compared with control (all p < 0.05). The effects of exercise over control did not depend on MS phenotype (all p > 0.05). DISCUSSION Tele-yoga and tele-Pilates exercises improved QoL and mental and physical health in PwMS, and the benefits were similar across both MS phenotypes. These findings highlight the potential of implementing tele-yoga and tele-Pilates as non-pharmacological mind-body symptomatic treatments for individuals with both RRMS and SPMS.
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Affiliation(s)
- Parisa Najafi
- Faculty of Sports and Exercise Science, Universiti Malaya, Kuala Lumpur 50603, Malaysia
| | - Maryam Hadizadeh
- Faculty of Sports and Exercise Science, Universiti Malaya, Kuala Lumpur 50603, Malaysia.
| | | | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, United States.
| | - Suhailah Abdullah
- Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia
| | - Hamidreza Mohafez
- Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia.
| | - Maryam Poursadeghfard
- Clinical Neurology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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Sadeghi-Bahmani D, Mohammadian Y, Sadeghi Bahmani L, Khazaie H, Piri N, Gross JJ, Motl RW. Change in Insomnia and Depressive Symptoms During COVID-19: A Prospective Longitudinal Study of Iranian Women with Multiple Sclerosis. Behav Sleep Med 2023; 21:741-756. [PMID: 36694352 DOI: 10.1080/15402002.2022.2157417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND There is some evidence that sleep patterns and psychological health have worsened in the general population as a result of the COVID-19-pandemic. Persons with multiple sclerosis (MS) represent a particularly vulnerable population for COVID-19 infections and effects of restrictions. The present study investigated whether insomnia and depressive symptoms, as well as other MS-related symptoms (i.e. fatigue and paresthesia), changed from before to during the COVID-19-pandemic among persons with diagnosed MS. METHOD A sample of 90 Iranian females with MS (mean age; 37.62 years; median EDSS score: 2.5) completed a series of self-rating scales at two time points: Nine months before the COVID-19 outbreak in May 2019 (baseline) and then again during the COVID-19 pandemic in May 2020 (study end). Self-rating questionnaires covered sociodemographic and disease-related information, insomnia, depressive symptoms, fatigue, and paresthesia. RESULTS Depressive symptoms increased over time with a significant p-value and medium effect size. Symptoms of insomnia increased over time (significant p-value, but small effect size), while no significant changes were observed in fatigue and paresthesia (very small effect sizes). The only predictor for insomnia during the COVID-19 pandemic was insomnia before the COVID-19 pandemic; the only predictor for depressive symptoms during the COVID-19 pandemic was insomnia before the COVID-19 pandemic. CONCLUSIONS Overall, the COVID-19 pandemic and its related social restrictions had significant effects on symptoms of depression and insomnia in this sample of Iranian women with MS, but had no effect on fatigue and paresthesia.
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Affiliation(s)
- Dena Sadeghi-Bahmani
- Department of Psychology, Stanford University, Stanford, CA, USA
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Youkhabeh Mohammadian
- Department of Clinical Psychology, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Laleh Sadeghi Bahmani
- Department of Education and Psychology, Shahid Ashrafi Esfahani University, Esfahan, Iran
| | - Habibollah Khazaie
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Nahid Piri
- Department of Clinical Psychology, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - James J Gross
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL, USA
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DeJonge SR, DuBose NG, Pilutti LA, Motl RW. Arterial stiffness in persons with multiple sclerosis and controls: Does aerobic fitness account for group differences? Mult Scler 2023; 29:1684-1687. [PMID: 37691520 DOI: 10.1177/13524585231199030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Vascular function is worse in multiple sclerosis (MS) than healthy controls perhaps based on differences in aerobic fitness. We compared carotid-femoral pulse wave velocity (cfPWV) and augmentation index (AIx75) between MS and controls while accounting for aerobic fitness. Aerobic fitness was measured as peak oxygen consumption on a recumbent stepper. cfPWV and AIx75 were measured using applanation tonometry. Persons with MS demonstrated lower aerobic fitness and higher cfPWV, but no difference in AIx75 compared with controls. The difference in cfPWV remained statistically significant after controlling for aerobic fitness, suggesting that arterial stiffness might reflect underlying pathophysiology processes of MS.
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Affiliation(s)
- Sydney R DeJonge
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Noah G DuBose
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Lara A Pilutti
- Interdisciplinary School of Health Sciences, University of Ottawa, Ottawa, ON, Canada
- Brain and Mind Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
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Silveira SL, Froehlich-Grobe K, Motl RW. Developing a community-engaged wheelchair exercise program for persons with MS: community advisory board formation and feedback. Disabil Rehabil Assist Technol 2023; 18:1385-1392. [PMID: 34892990 PMCID: PMC9215208 DOI: 10.1080/17483107.2021.2010819] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 11/19/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Exercise is a safe, evidence-based approach for improving symptoms such as mobility impairment, cognitive dysfunction, and fatigue; however, persons with multiple sclerosis (MS) who use wheelchairs for mobility have been excluded from most research. This paper describes our approach for recruiting ten community advisor board (CAB) members and partnering with them on developing a novel home-based exercise training program for wheelchair users with MS. MATERIALS AND METHODS The exercise training program, which was developed based on initial qualitative research, includes a progressive exercise prescription, equipment, and one-on-one behavioural coaching based on Social Cognitive Theory. The CAB members convened in groups of five people for five meetings online, using virtual conference software. The CAB meetings each lasted approximately 1-hour and notes were transcribed into digital format for data analyses. RESULTS Content analysis identified elements that aligned with meeting foci (i.e., prescription, equipment, coaching, and outcomes). Feedback was divided into categories to refine the program, specifically modifying, adding, or retaining content and/or activities. CAB member feedback was very positive and emphasised potential additions to the materials presented. The research team proposed implementing modifications based on the CAB member feedback such as adding wrist weights to the equipment options for completing resistance training exercises. CONCLUSIONS The overall CAB feedback was invaluable for assessing the appropriateness of the proposed exercise training program before initiating feasibility testing. This report provides a model and guidance for researchers who seek community-engaged research approaches in creating products and interventions.Implication for RehabilitationCommunity advisory board participation was invaluable in creating and modifying a novel exercise training programmes for wheelchair users with multiple sclerosis (MS).The current study provides a framework for the creation of exercise interventions for subpopulations of persons with MS that may provide substantial rehabilitation benefits such as improved symptoms and quality of life.Health behaviour interventists targeting individuals with disabilities may consider the benefits of recruiting stakeholders from the community in creation of novel programmes.
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Affiliation(s)
- Stephanie L Silveira
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Kinesiology, Health Promotion, and Recreation, University of North Texas, Denton, TX, USA
| | | | - Robert W Motl
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
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Learmonth YC, P Herring M, Russell DI, Pilutti LA, Day S, Marck CH, Chan B, Metse AP, Motl RW. Safety of exercise training in multiple sclerosis: An updated systematic review and meta-analysis. Mult Scler 2023; 29:1604-1631. [PMID: 37880997 PMCID: PMC10637110 DOI: 10.1177/13524585231204459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 05/25/2023] [Accepted: 06/18/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND A review of the safety profile of exercise training in multiple sclerosis (MS) has not been conducted since 2013. OBJECTIVE We undertook a systematic review and meta-analysis of randomised controlled trials (RCTs) of exercise training published since 2013 and quantified estimated population risks of clinical relapse, adverse events (AE) and serious adverse event (SAE). METHODS Articles reporting safety outcomes from comparisons of exercise training with non-exercise among persons with MS were identified. The risk of bias was established from study's internal validity assessed using Physiotherapy Evidence Database (PEDro). Rates and estimated mean population relative risks (RRs; 95% confidence interval (CI)) of safety outcomes were calculated, and random-effects meta-analysis estimated the mean RR. RESULTS Forty-six interventions from 40 RCTs (N = 1780) yielded 46, 40 and 39 effects for relapse, AE, adverse effects and SAE, respectively. The mean population RRs ((95% CI), p-value) for relapse, AE and SAE were 0.95 ((0.61, 1.48), p = 0.82), 1.40 ((0.90, 2.19), p = 0.14) and 1.05 ((0.62, 1.80), p = 0.85), respectively. No significant heterogeneity is observed for any outcome. CONCLUSION In studies that reported safety outcomes, there was no higher risk of relapse, AE, adverse effects or SAE for exercise training than the comparator. Exercise training may be promoted as safe and beneficial to persons with MS.
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Affiliation(s)
- Yvonne C Learmonth
- School of Allied Health (Exercise Science), Murdoch University, Murdoch, WA, Australia
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
- Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Murdoch, WA, Australia
- Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch, WA, Australia
| | - Matthew P Herring
- Physical Activity for Health Research Centre, Health Research Institute, University of Limerick, Limerick, Ireland
- Department of Physical Education and Sport Sciences, University of Limerick, Limerick, Ireland
| | - Daniel I Russell
- Discipline of Psychology, Murdoch University, Murdoch, WA, Australia
| | - Lara A Pilutti
- Interdisciplinary School of Health Sciences, Brain and Mind Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Sandra Day
- Discipline of Psychology, Murdoch University, Murdoch, WA, Australia
| | - Claudia H Marck
- Disability and Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Bryan Chan
- Murdoch University Library, Murdoch, WA, Australia
- Discipline of Libraries, Archives, Records and Information Science, School of Media, Creative Arts and Social Inquiry, Faculty of Humanities, Curtin University, Perth, WA, Australia
| | - Alexandra P Metse
- Discipline of Psychology, School of Health, University of the Sunshine Coast, Sunshine Coast, QLD, Australia
- School of Psychological Sciences, College of Engineering, Science and Environment, The University of Newcastle, Australia, Newcastle, NSW, Australia
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
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Motl RW, Casey B, Learmonth YC, Latimer-Cheung A, Kinnett-Hopkins DL, Marck CH, Carl J, Pfeifer K, Riemann-Lorenz K, Heesen C, Coote S. The MoXFo initiative - adherence: Exercise adherence, compliance and sustainability among people with multiple sclerosis: An overview and roadmap for research. Mult Scler 2023; 29:1595-1603. [PMID: 37880951 DOI: 10.1177/13524585231204446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2023]
Abstract
We know very little about exercise adherence, compliance and sustainability in multiple sclerosis (MS), yet adherence is seemingly important for yielding immediate and sustained health benefits. This paper is focused on exercise adherence, compliance and sustainability in the context of informing research and practice involving MS. This focus is critical for clarifying terminology for future research and providing a roadmap guiding clinical research and practice. Our objective was accomplished through a narrative summary of the literature by a panel of experts on exercise adherence from the Moving Exercise Research in Multiple Sclerosis Forward (MoXFo) initiative and a concluding summary of the state of the literature and future research directions. The panel of experts identified three overall themes (Background and Importance; Understanding and Promoting Exercise Adherence, Compliance and Sustainability and Challenges to Exercise Adherence, Compliance and Sustainability) that represented a categorization of nine subthemes. These overall themes and subthemes formed the basis of our recommendations regarding future research broadly involving exercise adherence in MS. Overall, there is limited evidence on rates and determinants of exercise adherence and compliance in MS, and little is known about techniques and interventions for immediate and long-term exercise behaviour change.
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Affiliation(s)
- Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
| | - Blathin Casey
- Physical Activity for Health Research Cluster, Health Research Institute, University of Limerick, Limerick, Ireland
| | - Yvonne Charlotte Learmonth
- Discipline of Exercise Science, Murdoch University, Perth, WA, Australia; Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Perth, WA, Australia
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
| | - Amy Latimer-Cheung
- School of Kinesiology and Health Studies, Queen's University, Kingston, ON, Canada
| | | | - Claudia H Marck
- Melbourne School of Population and Global Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Johannes Carl
- Department of Sport Science and Sport, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Klaus Pfeifer
- Department of Sport Science and Sport, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Karin Riemann-Lorenz
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Heesen
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Susan Coote
- Physical Activity for Health Research Cluster, Health Research Institute, University of Limerick, Limerick, Ireland
- MS Ireland, Limerick, Ireland
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Huynh TLT, Silveira SL, Motl RW. Physical Activity and Quality of Life in Persons Newly Diagnosed With Multiple Sclerosis: A Cross-sectional Study. Arch Phys Med Rehabil 2023; 104:1820-1826. [PMID: 37119953 DOI: 10.1016/j.apmr.2023.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 02/22/2023] [Accepted: 04/04/2023] [Indexed: 05/01/2023]
Abstract
OBJECTIVE To examine the association between physical activity (PA) and quality of life (QOL) in persons newly diagnosed with multiple sclerosis (MS) who have been under-represented in MS research. DESIGN Cross-sectional study with secondary data analysis. SETTING General community. PARTICIPANTS The study included 152 persons newly diagnosed with MS (ie, diagnosed with MS within the past 2 years) aged 18 and older (N=152). MAIN OUTCOME MEASURES Participants completed the Godin Leisure-Time Exercise Questionnaire to measure PA. QOL, disability status, fatigue, mood, and comorbidity were assessed using the 12-Item Short Form Survey (SF-12), Patient Determined Disease Steps, Hamburg Quality of Life Questionnaire Multiple Sclerosis, and comorbidity questionnaire. RESULTS The bivariate correlations indicated that PA was significantly and positively associated with the physical component of QOL (ie, SF-12 PCS) (r=0.46). The stepwise multiple linear regression analysis indicated PA as associated with SF-12 PCS (β=0.43, R2=0.17) when solely included in the model. After controlling for fatigue, mood, disability status, and comorbidity as covariates (R2=0.63), the association between PA and SF-12 PCS was still statistically significant, but attenuated in magnitude (β=0.11). CONCLUSIONS This study observed that PA was significantly associated with the physical component of QOL in persons newly diagnosed with MS, even after controlling for covariates. The findings underscore the importance of developing behavior change interventions targeting PA while addressing the roles of fatigue and disability status for enhancing the physical component of QOL of this MS subpopulation.
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Affiliation(s)
- Trinh L T Huynh
- Department of Physical Therapy, the University of Alabama at Birmingham, Birmingham, AL.
| | - Stephanie L Silveira
- Department of Kinesiology, Health Promotion, and Recreation, University of North Texas, Denton, TX
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL
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Baynard T, Griffith GJ, Wee SO, McMillan NJ, Bollaert RE, Motl RW, Fernhall B. Home-based exercise improves subclinical atherosclerosis marker in multiple sclerosis. Mult Scler Relat Disord 2023; 79:105002. [PMID: 37716212 DOI: 10.1016/j.msard.2023.105002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 07/12/2023] [Accepted: 09/06/2023] [Indexed: 09/18/2023]
Abstract
PURPOSE Using a 12-week, randomized controlled trial coupled with social cognitive theory behavioral coaching, we aimed to assess the effect of a home-based aerobic training intervention versus an attention-control on aerobic fitness, subclinical atherosclerosis, and mobility in persons with MS. METHODS Persons with MS with an expanded disability status scale score between 0 and 4 were randomized to a 12-week aerobic exercise (EX) (n = 26; 19 females; 49 yrs; 28.8 kg/m2) or attention-control (CON) condition (stretching; n = 22; 16 females; 44 yrs; 29.2 kg/m2). Aerobic capacity was assessed via a graded cycle ergometry test with indirect calorimetry. The co-primary measures of subclinical atherosclerosis assessed included carotid intima media thickness, a test of vasodilatory reactivity, and arterial stiffness. Mobility was assessed via a timed 25-foot walk test (T25FW) and a 6 min walk test. The EX group engaged in cycle ergometry 3d/wk with gradual increases in the intensity and duration of the exercise sessions. CON participated in standardized stretching designed to provide the same contact time as EX 3d/wk. Behavioral coaching took place via weekly phone/video chats to track adherence. RESULTS Aerobic capacity, vasodilatory reactivity, and T25FW speed increased only in the EX group, 7%, 16%, and 13% (p<0.05), respectively; whereas the CON group did not change. CONCLUSION The EX group had modest, yet significant, increases in aerobic capacity over the 12-week period, coupled with improvements in T25FW speed and vasodilatory reactivity. A home-based exercise intervention can improve outcomes of a subclinical marker of atherosclerosis, which provides a basis for examining these outcomes in persons prescreened for CVD-related comorbidities and/or mobility issues.
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Affiliation(s)
- Tracy Baynard
- Integrative Physiology Laboratory, University of Illinois at Chicago, Chicago, IL 60612; Currently affiliated with the Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA 02125.
| | - Garett J Griffith
- Integrative Physiology Laboratory, University of Illinois at Chicago, Chicago, IL 60612; Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, 60611
| | - Sang Ouk Wee
- Integrative Physiology Laboratory, University of Illinois at Chicago, Chicago, IL 60612; Department of Kinesiology, California State University, San Bernardino, CA 92407
| | - Neil J McMillan
- Integrative Physiology Laboratory, University of Illinois at Chicago, Chicago, IL 60612; Department of Nutrition & Exercise Physiology, University of Missouri, Columbia, MO 65211
| | - Rachel E Bollaert
- Department of Physical Therapy, Marquette University, Milwaukee, WI 53201
| | - Robert W Motl
- Integrative Physiology Laboratory, University of Illinois at Chicago, Chicago, IL 60612
| | - Bo Fernhall
- Integrative Physiology Laboratory, University of Illinois at Chicago, Chicago, IL 60612
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Stephens S, Motl RW, Narang I, Weiss S, Finlayson M, Yeh EA. Sleep, physical activity, and psychological outcomes in children and adolescents with pediatric onset multiple sclerosis. Mult Scler Relat Disord 2023; 79:105025. [PMID: 37776826 DOI: 10.1016/j.msard.2023.105025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 09/06/2023] [Accepted: 09/23/2023] [Indexed: 10/02/2023]
Abstract
BACKGROUND Sleep, physical activity (PA) and sedentary behavior (SED) have bidirectional associations with mental health in children. The relationships among sleep, PA, SED, with depressive and fatigue symptoms have not been investigated in Pediatric Onset Multiple Sclerosis (POMS) but are needed to inform sleep and PA behavior change interventions. OBJECTIVES (1) To describe sleep quality including: sleep efficiency, latency, total sleep time, number of awakenings, time in bed, and wake after sleep onset using actigraphy in children and adolescents ages 11 to 18 diagnosed with POMS, and to compare these sleep metrics to those of an age- and sex-matched non-MS group (2) To examine the relationship between time spent in sedentary, light (LIPA), moderate and vigorous PA (MVPA), sleep quality, with depression, fatigue, and quality of life in children and adolescents with POMS and an age and sex matched non-MS group. METHODS A cross-sectional study recruited children and adolescents with POMS ages 11 to 18 years followed at a tertiary pediatric hospital (Toronto, Canada) and an age and sex matched non-MS group from the general population. Participants were consented prior to initiation of study procedures. Participants wore an Actiwatch monitor and GT3X accelerometer and completed standardized questionnaires validated to capture data on sleep disturbances, depression, fatigue, and quality of life. Objective sleep data were collected using an Actiwatch including sleep efficiency, total sleep time, number of awakenings, wake after sleep onset (WASO), and sleep latency. A GT3X accelerometer was used to collect PA data including time spent in SED, light (LPA), and moderate to vigorous (MVPA) PA. Correlational analyses and tests of difference were used to compare the groups. RESULTS 25 POMS (21F; 16.6 years ±1.1 yrs., median Expanded Disability Status Scale (EDSS) =1.5, IQR=1) and 25 Non-MS (22 F; 16±1.3 yrs.) took part. POMS had higher BMI (T= -5.1, P<0.001) compared to Non-MS. No differences in sleep efficiency (MS mean = 87%, vs. 88%) sleep time (MS Mean = 7.3 hrs. vs. 7.4 hrs.,), WASO (MS mean=37 mins. vs. 36 mins), latency (MS mean=15 mins vs. 11 mins), SED (MS mean =763 mins. vs. 730 mins) or PA (MS, mean LPA = 68 mins. vs 60 mins; MS mean MVPA = 12.7 mins. vs. 12.4 mins). Within POMS, higher sleep efficiency was associated with more SED (SR= 0.4, p = 0.05), while higher sleep efficiency was associated with less SED in Non-MS (SR = -0.7, p< 0.0). In children with POMS, less sleep time, shorter sleep onset latency and more WASO was associated with more SED (SR range = -0.45 to -0.58, P< 0.01). Higher sleep efficiency was associated with less fatigue. Less WASO was associated with lower depression, lower fatigue (SR = 0.67, p<0.01) and better quality of life (SR= -0.6, p<0.01). Greater LPA was associated with lower sleep onset latency (-0.45, p<0.05). CONCLUSIONS Children with POMS did not differ in Actiwatch monitored sleep quality metrics. However, within the POMS group sleep quality was associated with better fatigue, depression and QOL. Further, total sleep time, WASO and latency associated with time spent SED and LPA, which independently associate with mental health outcome. Longitudinal work should determine the temporal associations between WASO, sleep latency, sleep time, PA, and mental health outcomes and whether reallocation of specific sleep or PA behaviors (time to sleep, total sleep time, sedentary to MVPA) result in improved depression fatigue, or quality of life in children and adolescents with POMS.
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Affiliation(s)
- S Stephens
- The Hospital for Sick Children, Toronto, Canada
| | - R W Motl
- The University of Chicago at Irvine, Illinois, United States
| | - I Narang
- The Hospital for Sick Children, Toronto, Canada; The University of Toronto, Toronto, Canada
| | - S Weiss
- The Hospital for Sick Children, Toronto, Canada; The University of Toronto, Toronto, Canada
| | | | - E A Yeh
- The Hospital for Sick Children, Toronto, Canada; The University of Toronto, Toronto, Canada.
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DuBose NG, DeJonge SR, Jeng B, Motl RW. Vascular dysfunction in multiple sclerosis: Scoping review of current evidence for informing future research directions. Mult Scler Relat Disord 2023; 78:104936. [PMID: 37619375 DOI: 10.1016/j.msard.2023.104936] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/11/2023] [Accepted: 08/08/2023] [Indexed: 08/26/2023]
Abstract
BACKGROUND The research involving vascular comorbidity in people with multiple sclerosis (MS) could be advanced through investigations applying measurements of vascular function such as pulse wave velocity or flow mediated dilation as mechanistic endpoints in the study of physical comorbidity management in MS across the lifespan. We conducted a scoping review of research on vascular function parameters and outcomes in MS and developed a research agenda for future inquiry. METHODS We searched PubMed from inception through February 2023 for articles involving relevant central and peripheral vascular function data or correlates of vascular function (arterial stiffness, endothelial function, blood pressure parameters, etc.) in conjunction with relevant outcomes (walking function, cognition, etc.) in MS. Studies were limited to English-language and primary research articles. RESULTS Our search and subsequent screening identified 10 relevant articles. Four papers focused on arterial stiffness and reported pulse wave velocity and arterial compliance in MS compared with controls. Two papers focused on endothelial function and reported flow-mediated dilation in MS compared with controls. There was evidence that arterial stiffness and endothelial function were associated with cognition and disease progression in MS, respectively. One paper reported that physical activity was associated with arterial stiffness in MS. There was one protocol paper examining the effect of a home-based exercise program on markers of subclinical atherosclerosis; however, the results are unpublished, and there was no literature beyond this surrounding the impact of lifestyle behavior (e.g., diet) or exercise interventions on vascular function. CONCLUSION There is emerging evidence for vascular dysfunction in MS, and this is associated with cognition and disease progression; we know very little about approaches for managing vascular dysfunction in MS. To that end, we offer an agenda for research on measurements and outcomes of vascular function in relation to MS and disease attributes, along with proposed mechanisms and lifestyle changes that could aid in managing vascular dysfunction.
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Affiliation(s)
- Noah G DuBose
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, 1919W Taylor St, 650 AHSB (MC517), Chicago, IL 60612, USA.
| | - Sydney R DeJonge
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, 1919W Taylor St, 650 AHSB (MC517), Chicago, IL 60612, USA
| | - Brenda Jeng
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, 1919W Taylor St, 650 AHSB (MC517), Chicago, IL 60612, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, 1919W Taylor St, 650 AHSB (MC517), Chicago, IL 60612, USA
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Feinstein A, Amato MP, Brichetto G, Chataway J, Chiaravalloti ND, Cutter G, Dalgas U, DeLuca J, Farrell R, Feys P, Filippi M, Freeman J, Inglese M, Meza C, Motl RW, Rocca MA, Sandroff BM, Salter A. Cognitive rehabilitation and aerobic exercise for cognitive impairment in people with progressive multiple sclerosis (CogEx): a randomised, blinded, sham-controlled trial. Lancet Neurol 2023; 22:912-924. [PMID: 37739574 DOI: 10.1016/s1474-4422(23)00280-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/03/2023] [Accepted: 07/17/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND Cognitive dysfunction in people with relapsing-remitting multiple sclerosis can improve with cognitive rehabilitation or exercise. Similar effects have not been clearly shown in people with progressive multiple sclerosis. We aimed to investigate the individual and synergistic effects of cognitive rehabilitation and exercise in patients with progressive multiple sclerosis. METHODS CogEx was a randomised, sham-controlled trial completed in 11 hospital clinics, universities, and rehabilitation centres in Belgium, Canada, Denmark, Italy, UK, and USA. Patients with progressive multiple sclerosis were eligible for inclusion if they were aged 25-65 years and had an Expanded Disability Status Scale (EDSS) score of less than 7. All had impaired processing speed defined as a performance of 1·282 SD or greater below normative data on the Symbol Digit modalities Tests (SDMT). Participants were randomly assigned (1:1:1:1), using an interactive web-response system accessed online from each centre, to cognitive rehabilitation plus exercise, cognitive rehabilitation plus sham exercise, exercise plus sham cognitive rehabilitation, or sham exercise plus sham cognitive rehabilitation. The study statistician created the randomisation sequence that was stratified by centre. Participants, outcome assessors, and investigators were blinded to group allocation. The study statistician was masked to treatment during analysis only. Interventions were conducted two times per week for 12 weeks: cognitive rehabilitation used an individualised, computer-based, incremental approach to improve processing speed; sham cognitive rehabilitation consisted of internet training provided individually; the exercise intervention involved individualised aerobic training using a recumbent arm-leg stepper; and the sham exercise involved stretching and balance tasks without inducing cardiovascular strain. The primary outcome measure was processing speed measured by SDMT at 12 weeks; least squares mean differences were compared between groups using linear mixed model in all participants who had a 12-week assessment. The trial is registered with ClinicalTrials.gov, NCT03679468, and is completed. FINDINGS Between Dec 14, 2018, and April 2, 2022, 311 people with progressive multiple sclerosis were enrolled and 284 (91%) completed the 12-week assessment (117/311 [38%] male and 194/311 [62%] female). The least squares mean group differences in SDMT at 12 weeks did not differ between groups (p=0·85). Compared with the sham cognitive rehabilitation and sham exercise group (n=67), differences were -1·30 (95% CI -3·75 to 1·16) for the cognitive rehabilitation plus exercise group (n=70); -2·78 (-5·23 to -0·33) for the sham cognitive rehabilitation plus exercise group (n=71); and -0·71 (-3·11 to 1·70) for the cognitive rehabilitation plus sham exercise group (n=76). 11 adverse events possibly related to the interventions occurred, six in the exercise plus sham cognitive rehabilitation group (pain, dizziness, and falls), two in the cognitive rehabilitation plus sham exercise group (headache and pain), two in the cognitive rehabilitation and exercise group (increased fatigue and pain), and one in the dual sham group (fall). INTERPRETATION Combined cognitive rehabilitation plus exercise does not seem to improve processing speed in people with progressive multiple sclerosis. However, our sham interventions were not inactive. Studies comparing interventions with a non-intervention group are needed to investigate whether clinically meaningful improvements in processing speed might be attainable in people with progressive multiple sclerosis. FUNDING MS Canada.
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Affiliation(s)
- Anthony Feinstein
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada; Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
| | - Maria Pia Amato
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy; IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy; AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK; National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, UK
| | - Nancy D Chiaravalloti
- Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Gary Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ulrik Dalgas
- Exercise Biology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - John DeLuca
- Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Rachel Farrell
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK; National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, UK
| | - Peter Feys
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Belgium; UMSC University MS Center Hasselt Pelt, Belgium
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCSS San Raffaele Scientific Institute, Milan, Italy; Neurology Unit, IRCSS San Raffaele Scientific Institute, Milan, Italy; Neurorehabilitation Unit, IRCSS San Raffaele Scientific Institute, Milan, Italy; Neurophysiology Service, IRCSS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Jennifer Freeman
- Faculty of Health, School of Health Professions, University of Plymouth, Devon, UK
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, and Center of Excellence for Biomedical Research, University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cecilia Meza
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada; Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCSS San Raffaele Scientific Institute, Milan, Italy; Neurology Unit, IRCSS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Brian M Sandroff
- Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Amber Salter
- Department of Neurology, Section on Statistical Planning and Analysis, UT Southwestern Medical Center, Dallas, TX, USA
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Neal WN, Moldavskiy M, Truax B, Ithurburn A, Ware M, Hebert JR, Opielinski L, Penko AL, Kern K, Palmer L, Backus D, Motl RW. Intervention fidelity and adaptation in a multi-site exercise training intervention for adults with multiple sclerosis. Contemp Clin Trials 2023; 133:107320. [PMID: 37633458 DOI: 10.1016/j.cct.2023.107320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 07/25/2023] [Accepted: 08/23/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND Successful translation of evidence-based exercise training interventions from research to clinical practice depends on the balance of treatment fidelity and adaptability when delivering the exercise program across settings. The current paper summarizes fidelity of study design, provider training, and intervention delivery strategies from best practice recommendations, and reports challenges experienced and adaptations instrumented by behavioral coaches delivering the multi-site Supervised versus Telerehabilitation Exercise Programs for Multiple Sclerosis (STEP for MS) Trial. METHODS Using a reflexive thematic analysis approach, open-ended survey questions were analyzed to explore experiences of behavioral coaches, transcripts from team meetings among behavioral coaches, and notes from audits of one-on-one sessions between behavioral coaches and participants. RESULTS Themes related to the fidelity of study design and delivery of the STEP for MS Trial included adaptations to the intervention itself (e.g., completion of virtual supervised exercise sessions with behavioral coaches in place of face-to-face sessions during COVID-19 pandemic restrictions), modification of exercise equipment, and adjustments of program delivery. The adjustments of program delivery reported by behavioral coaches included increasing program fit, maintaining engagement, and addressing participant safety concerns; however, these adaptations did not jeopardize the content of the essential elements of the program model. CONCLUSIONS The current paper demonstrates that when best practice recommendations are implemented, it is possible to address challenges to study design and evidence-based intervention delivery in ways that adaptations to overcome real-world obstacles can be accomplished without compromising fidelity.
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Affiliation(s)
- Whitney N Neal
- Department of Health Behavior, University of Alabama at Birmingham, Birmingham, AL, United States of America.
| | - Marina Moldavskiy
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA, United States of America
| | - Brendon Truax
- Department of Medicine, Division of Pulmonary/Allergy/Critical Care, University of Alabama at Birmingham, Birmingham, AL, United States of America
| | - Ashlie Ithurburn
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, United States of America
| | - Megan Ware
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States of America
| | - Jeffrey R Hebert
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
| | - Lauren Opielinski
- Department of Physical Therapy, Marquette University, Milwaukee, WI, United States of America
| | - Amanda L Penko
- Department of Physical Medicine and Rehabilitation, Cleveland Clinic, Cleveland, OH, United States of America
| | - Kathryn Kern
- Department of Physical Therapy, Marquette University, Milwaukee, WI, United States of America
| | - Louise Palmer
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA, United States of America
| | - Deborah Backus
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA, United States of America
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, United States of America
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Sadeghi-Bahmani D, Motl RW, Sadeghi Bahmani L, Mirmosayyeb O, Shaygannejad V, Mokhtari F, Gross JJ. Emotional competencies in multiple sclerosis. Mult Scler Relat Disord 2023; 78:104896. [PMID: 37595370 DOI: 10.1016/j.msard.2023.104896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/02/2023] [Accepted: 07/15/2023] [Indexed: 08/20/2023]
Abstract
BACKGROUND Emotional competencies (i.e., understanding emotions in self and others) are crucial for psychological well-being and successful social interaction. However, despite the deficits in psychological well-being and social interaction among individuals with multiple sclerosis (MS), emotional competencies have not been broadly investigated in MS. The present study: (1) compared emotional competencies between persons with MS and (a) previously published norms for the general population and (b) persons with major depressive disorder; and (2) investigated the association between emotional competencies and symptoms of insomnia, depression, fatigue, and paresthesia in persons with MS. METHODS The sample of 1135 persons with MS (mean age: 34.6 years; 81.1% female; median EDSS: 2; range: 0 - 5) self-rated emotional competencies and symptoms of insomnia, symptoms of depression, fatigue, and paresthesia. Data on emotional competencies of historical samples (general population: N = 622; mean age: 22.0 years; 61% females; outpatients with major depressive disorders (MDD); N = 50; mean age: 42.46 years; 68% females) were used for comparison. RESULTS Persons with MS reported lower levels of emotional competencies than both the general population (t (1, 1756) = 55.18, p < 0.001, d = 1.66; large effect size) and outpatients with MDD (t (1, 1183) = 3.48, p <0.001, d = 0.50; medium effect size). Among persons with MS, lower levels of emotional competencies were associated with higher MS-related symptoms of insomnia(r = - 0.24; p < 0.001), depression (r = - 0.42; p < 0.001), fatigue (r = - 0.31; p < 0.001), and paresthesia (r = - 0.18; p < 0.001). CONCLUSIONS Persons with MS reported significantly lower scores for emotional competencies when compared with the general population and outpatients with MDD. Further, lower scores for emotional competencies were associated with typical MS-related symptoms of insomnia, depression, fatigue and paresthesia. These findings suggest that emotional competencies may be an important target for intervention in persons with MS.
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Affiliation(s)
- Dena Sadeghi-Bahmani
- Department of Psychology, Stanford University, Stanford, CA, USA; Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA.
| | - Robert W Motl
- College of Applied Sciences, University of Illinois Chicago Il, USA
| | - Laleh Sadeghi Bahmani
- Department of Education and Psychology, Shahid Ashrafi Esfahani University, Isfahan, Iran
| | - Omid Mirmosayyeb
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Vahid Shaygannejad
- Isfahan Neuroscies Research Center (INRC), Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Faezeh Mokhtari
- Isfahan Neuroscies Research Center (INRC), Isfahan University of Medical Sciences, Isfahan, Iran
| | - James J Gross
- Department of Psychology, Stanford University, Stanford, CA, USA
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Abstract
BACKGROUND Physical function and walking performance have become important outcomes in clinical trials and rehabilitation involving persons with multiple sclerosis (MS). However, assessments conducted in controlled settings may not reflect real-world capacity and movement in a natural environment. Peak cadence via accelerometry might represent a novel measure of walking intensity and prolonged natural effort under free-living conditions. OBJECTIVE We compared peak 30-minute cadence, peak 1-minute cadence, and time spent in incremental cadence bands between persons with MS and healthy controls, and examined the associations between peak cadence and laboratory-assessed physical function and walking performance. METHODS Participants (147 MS and 54 healthy controls) completed questionnaires on disability status and self-reported physical activity, underwent the Short Physical Performance Battery, Timed 25-Foot Walk, Timed Up and Go, and 6-Minute Walk, and wore an accelerometer for 7 days. We performed independent samples t-tests and Spearman bivariate and partial correlations adjusting for daily steps. RESULTS The MS sample demonstrated lower physical function and walking performance scores, daily steps, and peak cadence (P < .001), and spent less time in purposeful steps and slow-to-brisk walking (40-119 steps/minutes), but accumulated more incidental movement (1-19 steps/minutes) than healthy controls. The associations between peak cadence and performance outcomes were strong in MS (|rs| = 0.59-0.68) and remained significant after controlling for daily steps (|prs| = 0.22-0.44), P-values < .01. Peak cadence was inversely correlated with age and disability, regardless of daily steps (P < .01). CONCLUSIONS Our findings provide preliminary evidence for the potential use of peak cadence with step-based metrics for comprehensively evaluating free-living walking performance in MS.
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Affiliation(s)
- Peixuan Zheng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Brenda Jeng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Trinh L T Huynh
- Department of Physical Therapy, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Elroy J Aguiar
- Department of Kinesiology, The University of Alabama, Tuscaloosa, AL, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
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Motl RW, Kidwell-Chandler A, Sandroff BM, Pilutti LA, Cutter GR, Aldunate R, Bollaert RE. Randomized controlled trial of the behavioral intervention for physical activity in multiple sclerosis project: Social cognitive theory variables as mediators. Mult Scler Relat Disord 2023; 78:104933. [PMID: 37586313 DOI: 10.1016/j.msard.2023.104933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 08/05/2023] [Accepted: 08/08/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND We recently reported in a phase-III, randomized controlled trial that a behavioral intervention based on social cognitive theory (SCT) and delivered through the Internet using e-learning approaches increased device-measured minutes/day of moderate-to-vigorous physical activity (MVPA) over a 6-month period among persons with multiple sclerosis (MS). OBJECTIVE This planned tertiary outcome paper examined SCT variables as mediators of the behavioral intervention effect on change in device-measured minutes/day of MVPA. METHOD Persons with MS (N = 318) were randomized into behavioral intervention (n = 159) or attention/social contact control (n = 159) conditions. The conditions were administered over a 6-month period via an Internet website and supported with behavioral coaching by persons who were uninvolved in screening, recruitment, random assignment, and outcome assessments. We collected MVPA and SCT data before and after the 6-month period. The data analysis involved linear mixed modeling on MVPA and SCT outcomes followed by latent change score modeling for examining SCT variables as mediators of the intervention effect on change in MVPA. RESULTS The linear mixed model indicated statistically significant group by time interactions on device-measured minutes/day of MVPA and scores from SCT measures of exercise self-efficacy, barriers self-efficacy, goal setting, and planning. The effect of the intervention on device-measured minutes/day of MVPA was mediated by the SCT variable of exercise self-efficacy based on the statistical significance of the Wald z-score for the indirect effect in the latent change score model. CONCLUSIONS This study provides evidence for exercise self-efficacy as a SCT mediator of the behavioral intervention effect on device-measured minutes/day of MVPA in persons with MS.
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Affiliation(s)
- Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 506 J AHSB, Chicago, IL 60612, USA.
| | | | - Brian M Sandroff
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, USA
| | - Lara A Pilutti
- Interdisciplinary School of Health Sciences, University of Ottawa, Canada
| | - Gary R Cutter
- Department of Biostatistics, University of Alabama at Birmingham, USA
| | | | - Rachel E Bollaert
- Program in Exercise Science, Department of Physical Therapy, Marquette University, USA
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Adamson B, Wyatt N, Key L, Boone C, Motl RW. Results of the MOVE MS Program: A Feasibility Study on Group Exercise for Individuals with Multiple Sclerosis. Int J Environ Res Public Health 2023; 20:6567. [PMID: 37623153 PMCID: PMC10454660 DOI: 10.3390/ijerph20166567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 07/31/2023] [Accepted: 08/07/2023] [Indexed: 08/26/2023]
Abstract
Exercise improves a wide range of symptoms experienced by those living with multiple sclerosis (MS) and may foster community and a positive sense of disability identity. However, exercise rates remain low. Sustained exercise participation has the greatest likelihood of improving symptoms and requires a theory-based approach accounting for the barriers faced by people with MS that impede exercise participation long-term. MOVE MS is a once weekly group exercise program based on Social Cognitive Theory supporting long-term exercise participation through peer instruction, behavior change education, multiple exercise modalities, and seated instruction. This feasibility study evaluated MOVE MS with a 7-month trial. The primary scientific outcome was exercise participation and the secondary outcomes were MS symptoms/impact, self-efficacy, depression, anxiety, disability identity, and quality of life, among others. We further conducted semi-structured formative interviews post-intervention. Thirty-three participants began the program. The onset of COVID-19 necessitated a shift toward online delivery. Seventeen participants completed the program. There were non-significant improvements in exercise participation (Godin Leisure-Time Exercise Questionnaire, baseline mean = 14.2 (SD = 11.8), post-intervention mean = 16.6 (SD = 11.2), F-value = 0.53 (Partial Eta2 = 0.08), and several secondary outcomes (including the MS Impact Scale, MS Walking Scale, and the Leeds MS Quality of Life Scale). Sixteen participants were interviewed, and analysis yielded five themes on program components and feedback. MOVE MS-delivered in-person or online-may be a feasible option for long-term exercise programming for people with MS.
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Affiliation(s)
- Brynn Adamson
- Department of Health Sciences, University of Colorado Colorado Springs, 1420 Austin Bluffs Pkwy, Colorado Springs, CO 80907, USA
| | - Nic Wyatt
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, 506 S. Wright St., Urbana, IL 61801, USA
| | - Latashia Key
- Department of Recreation, Sport, and Tourism, University of Illinois at Urbana-Champaign, 506 S. Wright St., Urbana, IL 61801, USA
| | - Carrena Boone
- Department of Health Sciences, University of Colorado Colorado Springs, 1420 Austin Bluffs Pkwy, Colorado Springs, CO 80907, USA
| | - Robert W. Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, 1200 West Harrison St., Chicago, IL 60607, USA
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Martell SG, Kim J, Cannavale CN, Mehta TD, Erdman JW, Adamson B, Motl RW, Khan NA. Randomized, Placebo-Controlled, Single-Blind Study of Lutein Supplementation on Carotenoid Status and Cognition in Persons with Multiple Sclerosis. J Nutr 2023; 153:2298-2311. [PMID: 37364683 PMCID: PMC10447884 DOI: 10.1016/j.tjnut.2023.06.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/15/2023] [Accepted: 06/21/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is traditionally managed using disease-modifying pharmaceutical therapies as a first line approach for treatment, yet there is increasing interest in lifestyle factors, particularly diet, for managing disease outcomes. Lutein has neuroprotective properties in healthy adults, but no previous research has examined the effects of lutein supplementation in persons with MS. OBJECTIVES This study aimed to investigate the efficacy of 4-mo lutein supplementation on carotenoid status and cognition in persons with relapse-remitting MS (RRMS). METHODS A randomized controlled, single-blind research design was used among adults with RRMS (N = 21). Participants were randomized into placebo (n = 9) or treatment (20-mg/d lutein, n = 12) groups with outcomes measured before and after 4 mo. Macular pigment optical density (MPOD) was assessed using heterochromatic flicker photometry. Skin carotenoids were assessed using reflection spectroscopy. Serum lutein was measured using high-performance liquid chromatography. Cognition was assessed via the Eriksen flanker with event-related potentials, spatial reconstruction, and the symbol digit modalities tests. RESULTS There was a significant group by time interaction for MPOD (F = 6.74, P = 0.02), skin carotenoids (F = 17.30, P < 0.01), and serum lutein (F = 24.10, P < 0.01), whereby the treatment group improved in all carotenoid outcomes. There were no significant group by time interactions for cognitive and neuroelectric outcomes. However, increase in MPOD was positively associated with accuracy during the flanker incongruent trials (r = 0.55, P = 0.03) and the spatial memory task (r = 0.58, P = 0.02) among treatment participants. CONCLUSIONS Lutein supplementation increases carotenoid status among persons with RRMS. There is no significant effect on cognitive function but change in macular carotenoids is selectively associated with improved attention and memory. This study provides preliminary support for a fully powered study targeting retinal and neural carotenoids for cognitive benefits in persons with MS. This trial was registered at clinicaltrials.gov as NCT04843813.
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Affiliation(s)
- Shelby G Martell
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL
| | - Jeongwoon Kim
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL
| | - Corinne N Cannavale
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL
| | - Twinkle D Mehta
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL
| | - John W Erdman
- Department of Food Science and Human Nutrition, Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL; Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL
| | - Brynn Adamson
- Department of Health Sciences, University of Colorado Colorado Springs, Colorado Springs, CO
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL
| | - Naiman A Khan
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL; Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL; Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL; Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL.
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Kaur R, Levy J, Motl RW, Sowers R, Hernandez ME. Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait. IEEE Trans Biomed Eng 2023; 70:2181-2192. [PMID: 37819835 DOI: 10.1109/tbme.2023.3238680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
OBJECTIVE Multiple sclerosis (MS) is a chronic neurological condition of the central nervous system leading to various physical, mental and psychiatric complexities. Mobility limitations are amongst the most frequent and early markers of MS. We evaluated the effectiveness of a DeepMS2G (deep learning (DL) for MS differentiation using multistride dynamics in gait) framework, which is a DL-based methodology to classify multi-stride sequences of persons with MS (PwMS) from healthy controls (HC), in order to generalize over newer walking tasks and subjects. METHODS We collected single-task Walking and dual-task Walking-while-Talking gait data using an instrumented treadmill from a balanced collection of 20 HC and 20 PwMS. We utilized domain knowledge-based spatiotemporal and kinetic gait features along with two normalization schemes, namely standard size-based and multiple regression normalization strategies. To differentiate between multi-stride sequences of HC and PwMS, we compared 16 traditional machine learning and DL algorithms. Further, we studied the interpretability of our highest-performing models; and discussed the association between the lower extremity function of participants and our model predictions. RESULTS We observed that residual neural network (ResNet) based models with regression-based normalization were the top performers across both task and subject generalization classification designs. Considering regression-based normalization, a multi-scale ResNet attained a subject classification accuracy and F 1-score of 1.0 when generalizing from single-task Walking to dual-task Walking-while-Talking; and a ResNet resulted in the top subject-wise accuracy and F 1 of 0.83 and 0.81 (resp.), when generalizing over unseen participants. CONCLUSION We used advanced DL and dynamics across domain knowledge-based spatiotemporal and kinetic gait parameters to successfully classify MS gait across distinct walking trials and unseen participants. SIGNIFICANCE Our proposed DL algorithms might contribute to efforts to automate MS diagnoses.
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Jones CD, Kidwell-Chandler A, Cederberg KL, Sikes EM, Motl RW. Do fatigue and depression have a bivariate association with device-measured physical activity behavior in persons with multiple sclerosis? Disabil Rehabil 2023:1-6. [PMID: 37350026 DOI: 10.1080/09638288.2023.2225876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2023]
Abstract
PURPOSE This study examined the bivariate association between fatigue and depression symptoms and physical activity behavior in persons with multiple sclerosis (MS). METHODS The sample of adults with MS completed the Fatigue Severity Scale (FSS) and the Hospital Anxiety and Depression Scale (HADS) and wore a waist mounted accelerometer during waking hours for 7 days. We categorized participants as having elevated fatigue and depression based on cut-points for the FSS (i.e., 4+ as indicative of severe fatigue) and the HADS (i.e., 8+ as indicative of elevated depressive symptoms). We used a two-way multivariate analysis of variance (MANOVA) to examine the contribution of fatigue and depression to volume and pattern of sedentary, light (LPA) and moderate-to-vigorous physical activity (MVPA). RESULTS Results indicated no bivariate association between fatigue and depression and measures of physical activity behavior. The MANOVA indicated there was a significant association between fatigue and MVPA (F = 2.30, p = 0.032) and steps/day (F = 13.6, p < 0.001), independent of depression symptoms. There was no association between depression symptoms and physical activity behavior. CONCLUSIONS This study demonstrated an interrelation between fatigue symptoms and MVPA and steps/day in MS, independent of depression symptoms, and this should be considered in the future design and delivery of physical activity interventions in MS.IMPLICATIONS FOR REHABILIATIONFatigue and depression are prevalent and burdensome symptoms of multiple sclerosis (MS).These symptoms can collectively worsen psychological and functional outcomes in MS.Fatigue symptoms may impact ambulatory physical activity to a greater degree than depression symptom status in persons with MS.Fatigue is an important consideration when designing behavior change interventions targeted at promoting physical activity in persons with MS.
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Affiliation(s)
- C Danielle Jones
- Department of Physical Therapy, University of AL at Birmingham, Birmingham, AL, USA
| | | | - Katie L Cederberg
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - E Morghen Sikes
- Division of Occupational Therapy, Shenandoah University, Winchesterm, VA, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of IL Chicago, Chicago, IL, USA
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Veldkamp R, D'hooge M, Sandroff BM, DeLuca J, Kos D, Salter A, Feinstein A, Amato MP, Brichetto G, Chataway J, Farrell R, Chiaravalloti ND, Dalgas U, Filippi M, Freeman J, Motl RW, Meza C, Inglese M, Rocca MA, Cutter G, Feys P. Profiling cognitive-motor interference in a large sample of persons with progressive multiple sclerosis and impaired processing speed: results from the CogEx study. J Neurol 2023; 270:3120-3128. [PMID: 36881147 DOI: 10.1007/s00415-023-11636-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 02/15/2023] [Accepted: 02/19/2023] [Indexed: 03/08/2023]
Abstract
BACKGROUND Performing cognitive-motor dual tasks (DTs) may result in reduced walking speed and cognitive performance. The effect in persons with progressive multiple sclerosis (pwPMS) having cognitive dysfunction is unknown. OBJECTIVE To profile DT-performance during walking in cognitively impaired pwPMS and examine DT-performance by disability level. METHODS Secondary analyses were conducted on baseline data from the CogEx-study. Participants, enrolled with Symbol Digit Modalities Test 1.282 standard deviations below normative value, performed a cognitive single task ([ST], alternating alphabet), motor ST (walking) and DT (both). Outcomes were number of correct answers on the alternating alphabet task, walking speed, and DT-cost (DTC: decline in performance relative to the ST). Outcomes were compared between EDSS subgroups (≤ 4, 4.5-5.5, ≥ 6). Spearman correlations were conducted between the DTCmotor with clinical measures. Adjusted significance level was 0.01. RESULTS Overall, participants (n = 307) walked slower and had fewer correct answers on the DT versus ST (both p < 0.001), with a DTCmotor of 15.8% and DTCcognitive of 2.7%. All three subgroups walked slower during the DT versus ST, with DTCmotor different from zero (p's < 0.001). Only the EDSS ≥ 6 group had fewer correct answers on the DT versus ST (p < 0.001), but the DTCcognitive did not differ from zero for any of the groups (p ≥ 0.039). CONCLUSION Dual tasking substantially affects walking performance in cognitively impaired pwPMS, to a similar degree for EDSS subgroups.
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Affiliation(s)
- R Veldkamp
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium.
- UMSC, Hasselt-Pelt, Belgium.
| | - M D'hooge
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
- UMSC, Hasselt-Pelt, Belgium
- National MS Center Melsbroek, Steenokkerzeel, Belgium
| | - B M Sandroff
- Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - J DeLuca
- Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - D Kos
- National MS Center Melsbroek, Steenokkerzeel, Belgium
- Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - A Salter
- Department of Neurology, Section on Statistical Planning and Analysis, UT Southwestern Medical Center, Dallas, TX, USA
| | - A Feinstein
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, M5R 3B6, Canada
| | - M P Amato
- Department NEUROFARBA, Section Neurosciences, University of Florence, Largo Brambilla 3, 50134, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - G Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Via Operai 40, 16149, Genoa, Italy
- AISM Rehabilitation Service, Italian Multiple Sclerosis Society (AISM), Via Operai 30, 16149, Genoa, Italy
| | - J Chataway
- Queen Square MS Centre, Department of Neuroinflammation, University College London (UCL) Queen Square Institute of Neurology, Faculty of Brain Sciences, UCL, London, UK
| | - R Farrell
- Queen Square MS Centre, Department of Neuroinflammation, University College London (UCL) Queen Square Institute of Neurology, Faculty of Brain Sciences, UCL, London, UK
| | - N D Chiaravalloti
- Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - U Dalgas
- Exercise Biology, Department of Public Health, Aarhus University, Dalgas Avenue 4, 8000, Aarhus, Denmark
| | - M Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, and Neurology Unit, IRCCS, San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - J Freeman
- School of Health Professions, Faculty of Health, University of Plymouth, Devon, UK
| | - R W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - C Meza
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, M5R 3B6, Canada
| | - M Inglese
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), and Center of Excellence for Biomedical Research, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - M A Rocca
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, and Neurology Unit, IRCCS, San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - G Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, USA
| | - P Feys
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
- UMSC, Hasselt-Pelt, Belgium
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50
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Holtzer R, Choi J, Motl RW, Foley FW, Picone MA, Lipton ML, Izzetoglu M, Hernandez M, Wagshul ME. Individual reserve in aging and neurological disease. J Neurol 2023; 270:3179-3191. [PMID: 36906731 PMCID: PMC10008128 DOI: 10.1007/s00415-023-11656-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 02/12/2023] [Accepted: 02/28/2023] [Indexed: 03/13/2023]
Abstract
BACKGROUND AND OBJECTIVE Cognitive and physical functions correlate and delineate aging and disease trajectories. Whereas cognitive reserve (CR) is well-established, physical reserve (PR) is poorly understood. We, therefore, developed and evaluated a novel and more comprehensive construct, individual reserve (IR), comprised of residual-derived CR and PR in older adults with and without multiple sclerosis (MS). We hypothesized that: (a) CR and PR would be positively correlated; (b) low CR, PR, and IR would be associated with worse study outcomes; (c) associations of brain atrophy with study outcomes would be stronger in lower compared to higher IR due to compensatory mechanisms conferred by the latter. METHODS Older adults with MS (n = 66, mean age = 64.48 ± 3.84 years) and controls (n = 66, mean age = 68.20 ± 6.09 years), underwent brain MRI, cognitive assessment, and motoric testing. We regressed the repeatable battery for the assessment of neuropsychological status and short physical performance battery on brain pathology and socio-demographic confounders to derive independent residual CR and PR measures, respectively. We combined CR and PR to define a 4-level IR variable. The oral symbol digit modalities test (SDMT) and timed-25-foot-walk-test (T25FW) served as outcome measures. RESULTS CR and PR were positively correlated. Low CR, PR and IR were associated with worse SDMT and T25FW performances. Reduced left thalamic volume, a marker of brain atrophy, was associated with poor SDMT and T25FW performances only in individuals with low IR. The presence of MS moderated associations between IR and T25FW performance. CONCLUSION IR is a novel construct comprised of cognitive and physical dimensions representing collective within-person reserve capacities.
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Affiliation(s)
- Roee Holtzer
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, 10461, USA.
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA.
| | - Jaeun Choi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
| | - Frederick W Foley
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
- Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, USA
| | - Mary Ann Picone
- Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, USA
| | - Michael L Lipton
- Department of Radiology, Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Meltem Izzetoglu
- Villanova University, Electrical and Computer Engineering, Villanova, PA, USA
| | - Manuel Hernandez
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois, Urbana-Champaign, Urbana, IL, USA
| | - Mark E Wagshul
- Department of Radiology, Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
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