Do fatigue and depression have a bivariate association with device-measured physical activity behavior in persons with multiple sclerosis?

References

• Trapp BD, Nave K-A. Multiple sclerosis: an immune or neurodegenerative disorder? Annu Rev Neurosci. 2008;31:247–269. doi: 10.1146/annurev.neuro.30.051606.094313.
   PubMed Web of Science ®Google Scholar
• Wallin MT, Culpepper WJ, Campbell JD, et al. The prevalence of MS in the United States: a population-based estimate using health claims data. Neurology. 2019;92(10):e1029–e1040. doi: 10.1212/WNL.0000000000007035.
   PubMed Web of Science ®Google Scholar
• Boeschoten RE, Braamse AM, Beekman AT, et al. Prevalence of depression and anxiety in multiple sclerosis: a systematic review and meta-analysis. J Neurol Sci. 2017;372:331–341. doi: 10.1016/j.jns.2016.11.067.
   PubMed Web of Science ®Google Scholar
• Koch M, Mostert J, Heerings M, et al. Fatigue, depression and disability accumulation in multiple sclerosis: a cross‐sectional study. Eur J Neurol. 2009;16(3):348–352. doi: 10.1111/j.1468-1331.2008.02432.x.
   PubMed Web of Science ®Google Scholar
• Motl RW, Sandroff BM. Benefits of exercise training in multiple sclerosis. Curr Neurol Neurosci Rep. 2015;15(9):1–9. doi: 10.1007/s11910-015-0585-6.
   Web of Science ®Google Scholar
• Motl RW, Sandroff BM. Randomized controlled trial of physical activity intervention effects on fatigue and depression in multiple sclerosis: secondary analysis of data from persons with elevated symptom status. Contemp Clin Trials Commun. 2020;17:100521. doi: 10.1016/j.conctc.2020.100521.
   PubMed Web of Science ®Google Scholar
• Razazian N, Kazeminia M, Moayedi H, et al. The impact of physical exercise on the fatigue symptoms in patients with multiple sclerosis: a systematic review and meta-analysis. BMC Neurol. 2020;20(1):1–11. doi: 10.1186/s12883-020-01654-y.
   PubMed Web of Science ®Google Scholar
• Stroud NM, Minahan CL. The impact of regular physical activity on fatigue, depression and quality of life in persons with multiple sclerosis. Health Qual Life Outcomes. 2009;7(1):1–10. doi: 10.1186/1477-7525-7-68.
   PubMedGoogle Scholar
• Ezeugwu V, Klaren RE, Hubbard EA, et al. Mobility disability and the pattern of accelerometer-derived sedentary and physical activity behaviors in people with multiple sclerosis. Prev Med Rep. 2015;2:241–246. doi: 10.1016/j.pmedr.2015.03.007.
   PubMedGoogle Scholar
• Klaren RE, Sebastiao E, Chiu C-Y, et al. Levels and rates of physical activity in older adults with multiple sclerosis. Aging Dis. 2016;7(3):278–284. doi: 10.14336/AD.2015.1025.
   PubMed Web of Science ®Google Scholar
• Marck CH, Learmonth YC, Chen J, et al. Physical activity, sitting time and exercise types, and associations with symptoms in Australian people with multiple sclerosis. Disabil Rehabil. 2022;44(8):1380–1388. doi: 10.1080/09638288.2020.1817985.
   PubMed Web of Science ®Google Scholar
• Motl RW, Snook EM, Schapiro RT. Symptoms and physical activity behavior in individuals with multiple sclerosis. Res Nurs Health. 2008;31(5):466–475. doi: 10.1002/nur.20274.
   PubMed Web of Science ®Google Scholar
• Krupp LB, Alvarez LA, LaRocca NG, et al. Fatigue in multiple sclerosis. Arch Neurol. 1988;45(4):435–437. doi: 10.1001/archneur.1988.00520280085020.
   PubMed Web of Science ®Google Scholar
• Neal WN, Cederberg KL, Jeng B, et al. Is symptomatic fatigue associated with physical activity and sedentary behaviors among persons with multiple sclerosis? Neurorehabil Neural Repair. 2020;34(6):505–511. doi: 10.1177/1545968320916159.
   PubMed Web of Science ®Google Scholar
• Motl RW, Arnett P, Smith M, et al. Worsening of symptoms is associated with lower physical activity levels in individuals with multiple sclerosis. Mult Scler. 2008;14(1):140–142. doi: 10.1177/1352458507079126.
   PubMed Web of Science ®Google Scholar
• Motl RW, McAuley E, Wynn D, et al. Effects of change in fatigue and depression on physical activity over time in relapsing-remitting multiple sclerosis. Psychol Health Med. 2011;16(1):1–11. doi: 10.1080/13548506.2010.521569.
   PubMed Web of Science ®Google Scholar
• Marrie R, Fisk J, Yu B, et al. Mental comorbidity and multiple sclerosis: validating administrative data to support population-based surveillance. BMC Neurol. 2013;13(1):16. doi: 10.1186/1471-2377-13-16.
   PubMedGoogle Scholar
• Patten SB, Marrie RA, Carta MG. Depression in multiple sclerosis. Int Rev Psychiatry. 2017;29(5):463–472. doi: 10.1080/09540261.2017.1322555.
   PubMed Web of Science ®Google Scholar
• Turner AP, Alschuler KN, Hughes AJ, et al. Mental health comorbidity in MS: depression, anxiety, and bipolar disorder. Curr Neurol Neurosci Rep. 2016;16(12):1–11. doi: 10.1007/s11910-016-0706-x.
   PubMed Web of Science ®Google Scholar
• Feinstein A, Pavisian B. Multiple sclerosis and suicide. Mult Scler. 2017;23(7):923–927. doi: 10.1177/1352458517702553.
   PubMed Web of Science ®Google Scholar
• Ploughman M, Wallack EM, Chatterjee T, et al. Under-treated depression negatively impacts lifestyle behaviors, participation and health-related quality of life among older people with multiple sclerosis. Mult Scler Relat Disord. 2020;40:101919. doi: 10.1016/j.msard.2019.101919.
   PubMed Web of Science ®Google Scholar
• Adamson BC, Yang Y, Motl RW. Association between compliance with physical activity guidelines, sedentary behavior and depressive symptoms. Prev Med. 2016;91:152–157. doi: 10.1016/j.ypmed.2016.08.020.
   PubMed Web of Science ®Google Scholar
• Lenz ER, Pugh LC, Milligan RA, et al. The middle-range theory of unpleasant symptoms: an update. ANS Adv Nurs Sci. 1997;19(3):14–27. doi: 10.1097/00012272-199703000-00003.
   PubMed Web of Science ®Google Scholar
• Silveira SL, Cederberg KL, Jeng B, et al. Do physical activity and social cognitive theory variable scores differ across symptom cluster severity groups in multiple sclerosis? Disabil Health J. 2021;14(4):101163. doi: 10.1016/j.dhjo.2021.101163.
   PubMed Web of Science ®Google Scholar
• Motl RW, McAuley E. Symptom cluster as a predictor of physical activity in multiple sclerosis: preliminary evidence. J Pain Symptom Manage. 2009;38(2):270–280. doi: 10.1016/j.jpainsymman.2008.08.004.
   PubMed Web of Science ®Google Scholar
• Andreasen A, Stenager E, Dalgas U. The effect of exercise therapy on fatigue in multiple sclerosis. Mult Scler. 2011;17(9):1041–1054. doi: 10.1177/1352458511401120.
   PubMed Web of Science ®Google Scholar
• Krupp LB, LaRocca NG, Muir-Nash J, et al. The fatigue severity scale: application to patients with multiple sclerosis and systemic lupus erythematosus. Arch Neurol. 1989;46(10):1121–1123. doi: 10.1001/archneur.1989.00520460115022.
   PubMed Web of Science ®Google Scholar
• Ayache SS, Chalah MA. Fatigue in multiple sclerosis - insights into evaluation and management. Neurophysiol Clin. 2017;47(2):139–171. doi: 10.1016/j.neucli.2017.02.004.
   PubMed Web of Science ®Google Scholar
• Krupp LB. Fatigue in multiple sclerosis: a guide to diagnosis and management. Demos Medical Publishing; 2004.
   Google Scholar
• Rosti‐Otajärvi E, Hämäläinen P, Wiksten A, et al. Validity and reliability of the fatigue severity scale in finnish multiple sclerosis patients. Brain Behav. 2017;7(7):e00743. doi: 10.1002/brb3.743.
   PubMed Web of Science ®Google Scholar
• Learmonth YC, Dlugonski D, Pilutti LA, et al. Psychometric properties of the fatigue severity scale and the modified fatigue impact scale. J Neurol Sci. 2013;331(1–2):102–107. doi: 10.1016/j.jns.2013.05.023.
   PubMed Web of Science ®Google Scholar
• Enoka RM, Almuklass AM, Alenazy M, et al. Distinguishing between fatigue and fatigability in multiple sclerosis. Neurorehabil Neural Repair. 2021;35(11):960–973. doi: 10.1177/15459683211046257.
   PubMed Web of Science ®Google Scholar
• Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67(6):361–370. doi: 10.1111/j.1600-0447.1983.tb09716.x.
   PubMed Web of Science ®Google Scholar
• Honarmand K, Feinstein A. Validation of the hospital anxiety and depression scale for use with multiple sclerosis patients. Mult Scler. 2009;15(12):1518–1524. doi: 10.1177/1352458509347150.
   PubMed Web of Science ®Google Scholar
• Raissi A, Bulloch AG, Fiest KM, et al. Exploration of undertreatment and patterns of treatment of depression in multiple sclerosis. Int J MS Care. 2015;17(6):292–300. doi: 10.7224/1537-2073.2014-084.
   PubMedGoogle Scholar
• Jerković A, Proroković A, Matijaca M, et al. Psychometric properties of the HADS measure of anxiety and depression among multiple sclerosis patients in Croatia. Front Psychol. 2021;12:5720. doi: 10.3389/fpsyg.2021.794353.
   Google Scholar
• Agiovlasitis S, Sandroff BM, Motl RW. Step-rate cut-points for physical activity intensity in patients with multiple sclerosis: the effect of disability status. J Neurol Sci. 2016;361:95–100. doi: 10.1016/j.jns.2015.12.027.
   PubMed Web of Science ®Google Scholar
• Freedson PS, Melanson E, Sirard J. Calibration of the Computer Science and Applications, Inc. accelerometer. Med Sci Sports Exerc. 1998;30(5):777–781. doi: 10.1097/00005768-199805000-00021.
   PubMed Web of Science ®Google Scholar
• Sandroff BM, Motl RW, Pilutti LA, et al. Accuracy of StepWatch™ and ActiGraph accelerometers for measuring steps taken among persons with multiple sclerosis. PLoS One. 2014;9(4):e93511. doi: 10.1371/journal.pone.0093511.
   PubMed Web of Science ®Google Scholar
• Sandroff BM, Riskin BJ, Agiovlasitis S, et al. Accelerometer cut-points derived during over-ground walking in persons with mild, moderate, and severe multiple sclerosis. J Neurol Sci. 2014;340(1-2):50–57. doi: 10.1016/j.jns.2014.02.024.
   PubMed Web of Science ®Google Scholar
• Lee PH. Determining the optimal number of wearing-days given a fixed number of accelerometers in Population-Level study. J Epidemiol. 2019;29(11):432–443. doi: 10.2188/jea.JE20180095.
   PubMed Web of Science ®Google Scholar
• Hohol MJ, Orav EJ, Weiner HL. Disease steps in multiple sclerosis: a longitudinal study comparing disease steps and EDSS to evaluate disease progression. Mult Scler. 1999;5(5):349–354. doi: 10.1177/135245859900500508.
   PubMed Web of Science ®Google Scholar
• Learmonth YC, Motl RW, Sandroff BM, et al. Validation of patient determined disease steps (PDDS) scale scores in persons with multiple sclerosis. BMC Neurol. 2013;13:37. doi: 10.1186/1471-2377-13-37.
   PubMed Web of Science ®Google Scholar
• Knowles LM, Arewasikporn A, Kratz AL, et al. Early treatment improvements in depression are associated with overall improvements in fatigue impact and pain interference in adults with multiple sclerosis. Ann Behav Med. 2021;55(9):833–843. doi: 10.1093/abm/kaaa102.
   PubMed Web of Science ®Google Scholar
• Stephens S, Shams S, Lee J, et al. Benefits of physical activity for depression and fatigue in multiple sclerosis: a longitudinal analysis. J Pediatr. 2019;209:226–232. e2. doi: 10.1016/j.jpeds.2019.01.040.
   PubMed Web of Science ®Google Scholar
• Lobentanz IS, Asenbaum S, Vass K, et al. Factors influencing quality of life in multiple sclerosis patients: disability, depressive mood, fatigue and sleep quality. Acta Neurol Scand. 2004;110(1):6–13. doi: 10.1111/j.1600-0404.2004.00257.x.
   PubMed Web of Science ®Google Scholar
• Fernández-Muñoz JJ, Cigarán-Méndez M, Navarro-Pardo E, et al. Is the association between health-related quality of life and fatigue mediated by depression in patients with multiple sclerosis? A Spanish cross-sectional study. BMJ Open. 2018;8(1):e016297. doi: 10.1136/bmjopen-2017-016297.
   PubMed Web of Science ®Google Scholar
• Edwards KA, Molton IR, Smith AE, et al. Relative importance of baseline pain, fatigue, sleep, and physical activity: predicting change in depression in adults with multiple sclerosis. Arch Phys Med Rehabil. 2016;97(8):1309–1315. doi: 10.1016/j.apmr.2016.02.025.
   PubMed Web of Science ®Google Scholar
• Motl RW, Suh Y, Weikert M, et al. Fatigue, depression, and physical activity in relapsing-remitting multiple sclerosis: results from a prospective, 18-month study. Mult Scler Relat Disord. 2012;1(1):43–48. doi: 10.1016/j.msard.2011.08.003.
   PubMed Web of Science ®Google Scholar
• Greeke EE, Chua AS, Healy BC, et al. Depression and fatigue in patients with multiple sclerosis. J Neurol Sci. 2017;380:236–241. doi: 10.1016/j.jns.2017.07.047.
   PubMed Web of Science ®Google Scholar
• Fleming KM, Coote SB, Herring MP. Home-based pilates for symptoms of anxiety, depression and fatigue among ­persons with multiple sclerosis: an 8-week randomized controlled trial. Mult Scler. 2021;27(14):2267–2279. doi: 10.1177/13524585211009216.
   PubMed Web of Science ®Google Scholar