Reliable measures of rest-activity rhythm fragmentation: how many days are needed?

Liu F, Wanigatunga AA, Schrack JA. Assessment of physical activity in adults using wrist accelerometers. Epidemiol Rev. 2022;43(1):65–93.

Article  PubMed  Google Scholar 

Witting W, Kwa IH, Eikelenboom P, Mirmiran M, Swaab DF. Alterations in the circadian rest-activity rhythm in aging and Alzheimer’s disease. Biol Psychiatry. 1990;27(6):563–72.

Article  PubMed  CAS  Google Scholar 

van Someren EJ, Hagebeuk EE, Lijzenga C, Scheltens P, de Rooij SE, Jonker C, et al. Circadian rest-activity rhythm disturbances in Alzheimer’s disease. Biol Psychiatry. 1996;40(4):259–70.

Article  PubMed  Google Scholar 

Danilevicz IM, van Hees VT, Jacob L, Landre B, Benadjaoud MA, et al. Measures of fragmentation of rest activity patterns: mathematical properties and interpretability based on accelerometer real life data. BMC Med Res Methodol. 2024;24(1):132.

Article  PubMed  PubMed Central  Google Scholar 

Lim AS, Yu L, Costa MD, Buchman AS, Bennett DA, Leurgans SE, et al. Quantification of the fragmentation of rest-activity patterns in elderly individuals using a state transition analysis. Sleep. 2011;34(11):1569–81.

Article  PubMed  PubMed Central  Google Scholar 

Di JL, Urbanek A, Varadhan JK, Spira R, Schrack AP, Zipunnikov JA. V. Patterns of sedentary and active time accumulation are associated with mortality in USadults: the NHANES study. BioRxiv. 2017.

Peng CK, Buldyrev SV, Havlin S, Simons M, Stanley HE, Goldberger AL. Mosaic organization of DNA nucleotides. Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Top. 1994;49(2):1685–9.

CAS  Google Scholar 

Hu K, Harper DG, Shea SA, Stopa EG, Scheer FA. Noninvasive fractal biomarker of clock neurotransmitter disturbance in humans with dementia. Sci Rep. 2013;3:2229.

Article  PubMed  PubMed Central  Google Scholar 

Lovsletten O. Consistency of detrended fluctuation analysis. Phys Rev E. 2017;96(1–1):012141.

Article  PubMed  CAS  Google Scholar 

Hou Y, Liu L, Chen X, Li Q, Li J. Association between circadian disruption and diseases: a narrative review. Life Sci. 2020;262:118512.

Article  PubMed  CAS  Google Scholar 

Gulia KK, Kumar VM. Sleep disorders in the elderly: a growing challenge. Psychogeriatrics. 2018;18(3):155–65.

Article  PubMed  Google Scholar 

Leng Y, Musiek ES, Hu K, Cappuccio FP, Yaffe K. Association between circadian rhythms and neurodegenerative diseases. Lancet Neurol. 2019;18(3):307–18.

Article  PubMed  PubMed Central  Google Scholar 

Palmberg L, Rantalainen T, Rantakokko M, Karavirta L, Siltanen S, Skantz H, et al. The associations of Activity Fragmentation with Physical and Mental Fatigability among Community-Dwelling 75-, 80-, and 85-Year-old people. J Gerontol Biol Sci Med Sci. 2020;75(9):e103–10.

Article  Google Scholar 

Lear R, Metcalf B, Hillsdon M, Bond B, Koster A, Vandercappellen E, et al. Associations of between- and within-day patterns of physical activity accumulation with arterial stiffness and indices of microvascular health-evidence from the Maastricht study. Scand J Med Sci Sports. 2024;34(5):e14649.

Article  PubMed  Google Scholar 

Makarem N, German CA, Zhang Z, Diaz KM, Palta P, Duncan DT, et al. Rest-activity rhythms are Associated with Prevalent Cardiovascular Disease, hypertension, obesity, and Central Adiposity in a nationally Representative Sample of US adults. J Am Heart Assoc. 2024;13(1):e032073.

Article  PubMed  Google Scholar 

Smagula SF, Chahine L, Metti A, Rangarajan A, Aizenstein HJ, Tian Q, et al. Regional Gray Matter volume Links Rest-Activity Rhythm Fragmentation with Past Cognitive decline. Am J Geriatr Psychiatry. 2020;28(2):248–51.

Article  PubMed  Google Scholar 

Haghayegh S, Gao C, Sugg E, Zheng X, Yang HW, Saxena R, et al. Association of Rest-Activity Rhythm and Risk of developing dementia or mild cognitive impairment in the Middle-aged and older Population: prospective cohort study. JMIR Public Health Surveill. 2024;10:e55211.

Article  PubMed  PubMed Central  Google Scholar 

Salomon A, Galperin I, Buzaglo D, Mirelman A, Regev K, Karni A, et al. Fragmentation, circadian amplitude, and fractal pattern of daily-living physical activity in people with multiple sclerosis: is there relevant information beyond the total amount of physical activity? Mult Scler Relat Disord. 2022;68:104108.

Article  PubMed  Google Scholar 

Chaput JP, McHill AW, Cox RC, Broussard JL, Dutil C, da Costa BGG, et al. The role of insufficient sleep and circadian misalignment in obesity. Nat Rev Endocrinol. 2023;19(2):82–97.

Article  PubMed  CAS  Google Scholar 

Van Someren EJ, Swaab DF, Colenda CC, Cohen W, McCall WV, Rosenquist PB. Bright light therapy: improved sensitivity to its effects on rest-activity rhythms in Alzheimer patients by application of nonparametric methods. Chronobiol Int. 1999;16(4):505–18.

Article  PubMed  Google Scholar 

Pulsford RM, Brocklebank L, Fenton SAM, Bakker E, Mielke GI, Tsai LT, et al. The impact of selected methodological factors on data collection outcomes in observational studies of device-measured physical behaviour in adults: a systematic review. Int J Behav Nutr Phys Act. 2023;20(1):26.

Article  PubMed  PubMed Central  Google Scholar 

Matthews CE, Ockene IS, Freedson PS, Rosal MC, Merriam PA, Hebert JR. Moderate to vigorous physical activity and risk of upper-respiratory tract infection. Med Sci Sports Exerc. 2002;34(8):1242–8.

Article  PubMed  Google Scholar 

Doherty A, Jackson D, Hammerla N, Plotz T, Olivier P, Granat MH, et al. Large Scale Population Assessment of Physical Activity using wrist worn accelerometers: the UK Biobank Study. PLoS ONE. 2017;12(2):e0169649.

Article  PubMed  PubMed Central  Google Scholar 

Farres-Godayol P, Ruiz-Diaz MA, Dall P, Skelton DA, Minobes-Molina E, Jerez-Roig J, et al. Determining minimum number of valid days for accurate estimation of sedentary behaviour and awake-time movement behaviours using the ActivPAL3 in nursing home residents. Eur Rev Aging Phys Act. 2023;20(1):19.

Article  PubMed  PubMed Central  Google Scholar 

Falck RS, Landry GJ, Brazendale K, Liu-Ambrose T. Measuring physical activity in older adults using MotionWatch 8 actigraphy: how many days are needed? J Aging Phys Act. 2017;25(1):51–7.

Article  PubMed  Google Scholar 

Weed L, Lok R, Chawra D, Zeitzer J. The impact of Missing Data and Imputation methods on the analysis of 24-Hour activity patterns. Clocks Sleep. 2022;4(4):497–507.

Article  PubMed  PubMed Central  Google Scholar 

Kim KK, Baek HJ, Lim YG, Park KS. Effect of missing RR-interval data on nonlinear heart rate variability analysis. Comput Methods Programs Biomed. 2012;106(3):210–8.

Article  PubMed  Google Scholar 

López JL, Hernández S, Urrutia A, López-Cortés XA, Araya H, Morales-Salinas L. Effect of missing data on short time series and their application in the characterization of surface temperature by detrended fluctuation analysis. Comput Geosci-Uk. 2021;153:104794.

Yue Xu S, Nelson S, Kerr J, Godbole S, Patterson R, Merchant G, et al. Statistical approaches to account for missing values in accelerometer data: applications to modeling physical activity. Stat Methods Med Res. 2018;27(4):1168–86.

Article  PubMed  Google Scholar 

Tackney MS, Williamson E, Cook DG, Limb E, Harris T, Carpenter J. Multiple imputation approaches for epoch-level accelerometer data in trials. Stat Methods Med Res. 2023;32(10):1936–60.

Article  PubMed  PubMed Central  Google Scholar 

Xu Y, Su S, Li X, Mansuri A, McCall WV, Wang X. Blunted rest-activity circadian rhythm increases the risk of all-cause, cardiovascular disease and cancer mortality in US adults. Sci Rep. 2022;12(1):20665.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Evenson KR, Bellettiere J, Cuthbertson CC, Di C, Dushkes R, Howard AG, et al. Cohort profile: the women’s Health Accelerometry collaboration. Bmj Open. 2021;11(11):e052038.

Article  PubMed  PubMed Central  Google Scholar 

van Hees VT, Fang Z, Zhao JH, Heywood J, Mirkes E, Sabia S et al. GGIR: Raw Accelerometer Data Analysis. R package version 2.9-0 ed2023.

van Hees VT, Sabia S, Anderson KN, Denton SJ, Oliver J, Catt M, et al. A Novel, Open Access Method to Assess Sleep Duration using a wrist-worn accelerometer. PLoS ONE. 2015;10(11):e0142533.

Article  PubMed  PubMed Central  Google Scholar 

van Hees VT, Gorzelniak L, Dean Leon EC, Eder M, Pias M, Taherian S, et al. Separating movement and gravity components in an acceleration signal and implications for the assessment of human daily physical activity. PLoS ONE. 2013;8(4):e61691.

留言 (0)

沒有登入
gif