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Published in: Rheumatology International 9/2020

Open Access 01-09-2020 | Rheumatoid Arthritis | Validation Studies

Measurement of sedentary time and physical activity in rheumatoid arthritis: an ActiGraph and activPALvalidation study

Authors: Ciara M. O’Brien, Joan L. Duda, George D. Kitas, Jet J. C. S. Veldhuijzen van Zanten, George S. Metsios, Sally A. M. Fenton

Published in: Rheumatology International | Issue 9/2020

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Abstract

Accurate measurement of sedentary time and physical activity (PA) is essential to establish their relationships with rheumatoid arthritis (RA) outcomes. Study objectives were to: (1) validate the GT3X+ and activPAL3μ™, and develop RA-specific accelerometer (count-based) cut-points for measuring sedentary time, light-intensity PA and moderate-intensity PA (laboratory-validation); (2) determine the accuracy of the RA-specific (vs. non-RA) cut-points, for estimating free-living sedentary time in RA (field-validation). Laboratory-validation: RA patients (n = 22) were fitted with a GT3X+, activPAL3μ™ and indirect calorimeter. Whilst being video-recorded, participants undertook 11 activities, comprising sedentary, light-intensity and moderate-intensity behaviours. Criterion standards for devices were indirect calorimetry (GT3X+) and direct observation (activPAL3μ™). Field-validation: RA patients (n = 100) wore a GT3X+ and activPAL3μ™ for 7 days. The criterion standard for sedentary time cut-points (RA-specific vs. non-RA) was the activPAL3μ™. Results of the laboratory-validation: GT3X—receiver operating characteristic curves generated RA-specific cut-points (counts/min) for: sedentary time = ≤ 244; light-intensity PA = 245–2501; moderate-intensity PA ≥ 2502 (all sensitivity ≥ 0.87 and 1-specificity ≤ 0.11). ActivPAL3μ™—Bland–Altman 95% limits of agreement (lower–upper [min]) were: sedentary = (− 0.1 to 0.2); standing = (− 0.7 to 1.1); stepping = (− 1.2 to 0.6). Results of the field-validation: compared to the activPAL3μ™, Bland–Altman 95% limits of agreement (lower–upper) for sedentary time (min/day) estimated by the RA-specific cut-point = (− 42.6 to 318.0) vs. the non-RA cut-point = (− 19.6 to 432.0). In conclusion, the activPAL3μ™ accurately quantifies sedentary, standing and stepping time in RA. The RA-specific cut-points offer a validated measure of sedentary time, light-intensity PA and moderate-intensity PA in these patients, and demonstrated superior accuracy for estimating free-living sedentary time, compared to non-RA cut-points.
Literature
1.
go back to reference Metsios GS, Kitas GD (2018) Physical activity, exercise and rheumatoid arthritis: effectiveness, mechanisms and implementation. Best Pract Res Clin Rheumatol 32(5):669–682PubMedCrossRef Metsios GS, Kitas GD (2018) Physical activity, exercise and rheumatoid arthritis: effectiveness, mechanisms and implementation. Best Pract Res Clin Rheumatol 32(5):669–682PubMedCrossRef
2.
go back to reference Sedentary Behaviour Research Network (2012) Letter to the editor: standardized use of the terms “sedentary” and “sedentary behaviours”. Appl Physiol Nutr Metab 37:540–542CrossRef Sedentary Behaviour Research Network (2012) Letter to the editor: standardized use of the terms “sedentary” and “sedentary behaviours”. Appl Physiol Nutr Metab 37:540–542CrossRef
3.
go back to reference Tremblay MS, Aubert S, Barnes JD, Saunders TJ, Carson V, Latimer-Cheung AE et al (2017) Sedentary behavior research network (SBRN)—terminology consensus project process and outcome. Int J Behav Nutr Phys Act 14(1):75PubMedPubMedCentralCrossRef Tremblay MS, Aubert S, Barnes JD, Saunders TJ, Carson V, Latimer-Cheung AE et al (2017) Sedentary behavior research network (SBRN)—terminology consensus project process and outcome. Int J Behav Nutr Phys Act 14(1):75PubMedPubMedCentralCrossRef
4.
go back to reference Fenton SAM, Veldhuijzen van Zanten JJCS, Duda JL, Metsios GS, Kitas GD (2018) Sedentary behaviour in rheumatoid arthritis: definition, measurement and implications for health. Rheumatology(Oxford). 57(2):213–226PubMedCrossRef Fenton SAM, Veldhuijzen van Zanten JJCS, Duda JL, Metsios GS, Kitas GD (2018) Sedentary behaviour in rheumatoid arthritis: definition, measurement and implications for health. Rheumatology(Oxford). 57(2):213–226PubMedCrossRef
5.
go back to reference Verhoeven F, Tordi N, Prati C, Demougeot C, Mougin F, Wendling D (2016) Physical activity in patients with rheumatoid arthritis. Joint Bone Spine 83(3):265–270PubMedCrossRef Verhoeven F, Tordi N, Prati C, Demougeot C, Mougin F, Wendling D (2016) Physical activity in patients with rheumatoid arthritis. Joint Bone Spine 83(3):265–270PubMedCrossRef
6.
go back to reference Chastin SFM, Dontje ML, Skelton DA, Cukic I, Shaw RJ, Gill JMR et al (2018) Systematic comparative validation of self-report measures of sedentary time against an objective measure of postural sitting (activPAL). Int J Behav Nutr Phys Act 15(1):21PubMedPubMedCentralCrossRef Chastin SFM, Dontje ML, Skelton DA, Cukic I, Shaw RJ, Gill JMR et al (2018) Systematic comparative validation of self-report measures of sedentary time against an objective measure of postural sitting (activPAL). Int J Behav Nutr Phys Act 15(1):21PubMedPubMedCentralCrossRef
7.
go back to reference Healy GN, Clark BK, Winkler EA, Gardiner PA, Brown WJ, Matthews CE (2011) Measurement of adults’ sedentary time in population-based studies. Am J Prev Med 41(2):216–227PubMedPubMedCentralCrossRef Healy GN, Clark BK, Winkler EA, Gardiner PA, Brown WJ, Matthews CE (2011) Measurement of adults’ sedentary time in population-based studies. Am J Prev Med 41(2):216–227PubMedPubMedCentralCrossRef
8.
go back to reference Sylvia LG, Bernstein EE, Hubbard JL, Keating L, Anderson EJ (2014) Practical guide to measuring physical activity. J Acad Nutr Diet 114(2):199–208PubMedCrossRef Sylvia LG, Bernstein EE, Hubbard JL, Keating L, Anderson EJ (2014) Practical guide to measuring physical activity. J Acad Nutr Diet 114(2):199–208PubMedCrossRef
9.
go back to reference Semanik P, Song J, Chang RW, Manheim L, Ainsworth B, Dunlop D (2010) Assessing physical activity in persons with rheumatoid arthritis using accelerometry. Med Sci Sports Exerc 42(8):1493–1501PubMedPubMedCentralCrossRef Semanik P, Song J, Chang RW, Manheim L, Ainsworth B, Dunlop D (2010) Assessing physical activity in persons with rheumatoid arthritis using accelerometry. Med Sci Sports Exerc 42(8):1493–1501PubMedPubMedCentralCrossRef
10.
go back to reference Arvidsson D, Fridolfsson J, Borjesson M (2019) Measurement of physical activity in clinical practice using accelerometers. J Intern Med 286(2):137–153PubMed Arvidsson D, Fridolfsson J, Borjesson M (2019) Measurement of physical activity in clinical practice using accelerometers. J Intern Med 286(2):137–153PubMed
11.
go back to reference Matthews CE, Chen KY, Freedson PS, Buchowski MS, Beech BM, Pate RR et al (2008) Amount of time spent in sedentary behaviors in the United States, 2003–2004. Am J Epidemiol 167(7):875–881PubMedCrossRef Matthews CE, Chen KY, Freedson PS, Buchowski MS, Beech BM, Pate RR et al (2008) Amount of time spent in sedentary behaviors in the United States, 2003–2004. Am J Epidemiol 167(7):875–881PubMedCrossRef
12.
go back to reference Troiano RP, Berrigan D, Dodd KW, Masse LC, Tilert T, McDowell M (2008) Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc 40(1):181–188PubMedCrossRef Troiano RP, Berrigan D, Dodd KW, Masse LC, Tilert T, McDowell M (2008) Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc 40(1):181–188PubMedCrossRef
13.
go back to reference Metsios GS, Stavropoulos-Kalinoglou A, Panoulas VF, Koutedakis Y, Nevill AM, Douglas KM et al (2008) New resting energy expenditure prediction equations for patients with rheumatoid arthritis. Rheumatology (Oxford) 47(4):500–506CrossRef Metsios GS, Stavropoulos-Kalinoglou A, Panoulas VF, Koutedakis Y, Nevill AM, Douglas KM et al (2008) New resting energy expenditure prediction equations for patients with rheumatoid arthritis. Rheumatology (Oxford) 47(4):500–506CrossRef
14.
go back to reference Evenson KR, Wen F, Herring AH, Di C, LaMonte MJ, Tinker LF et al (2015) Calibrating physical activity intensity for hip-worn accelerometry in women age 60 to 91 years: The Women’s Health Initiative OPACH Calibration Study. Prev Med Rep 2:750–756PubMedPubMedCentralCrossRef Evenson KR, Wen F, Herring AH, Di C, LaMonte MJ, Tinker LF et al (2015) Calibrating physical activity intensity for hip-worn accelerometry in women age 60 to 91 years: The Women’s Health Initiative OPACH Calibration Study. Prev Med Rep 2:750–756PubMedPubMedCentralCrossRef
15.
go back to reference Heesch KC, Hill RL, Aguilar-Farias N, van Uffelen JGZ, Pavey T (2018) Validity of objective methods for measuring sedentary behaviour in older adults: a systematic review. Int J Behav Nutr Phys Act 15(1):119PubMedPubMedCentralCrossRef Heesch KC, Hill RL, Aguilar-Farias N, van Uffelen JGZ, Pavey T (2018) Validity of objective methods for measuring sedentary behaviour in older adults: a systematic review. Int J Behav Nutr Phys Act 15(1):119PubMedPubMedCentralCrossRef
16.
go back to reference Thomsen T, Aadahl M, Beyer N, Hetland ML, Loppenthin K, Midtgaard J et al (2017) The efficacy of motivational counselling and SMS reminders on daily sitting time in patients with rheumatoid arthritis: a randomised controlled trial. Ann Rheum Dis 76(9):1603–1606PubMedCrossRef Thomsen T, Aadahl M, Beyer N, Hetland ML, Loppenthin K, Midtgaard J et al (2017) The efficacy of motivational counselling and SMS reminders on daily sitting time in patients with rheumatoid arthritis: a randomised controlled trial. Ann Rheum Dis 76(9):1603–1606PubMedCrossRef
17.
go back to reference Aletaha D, Neogi T, Silman AJ, Funovits J, Felson DT, Bingham CO 3rd et al (2010) 2010 Rheumatoid arthritis classification criteria: an American college of rheumatology/European league against rheumatism collaborative initiative. Arthritis Rheum 62(9):2569–2581PubMedCrossRef Aletaha D, Neogi T, Silman AJ, Funovits J, Felson DT, Bingham CO 3rd et al (2010) 2010 Rheumatoid arthritis classification criteria: an American college of rheumatology/European league against rheumatism collaborative initiative. Arthritis Rheum 62(9):2569–2581PubMedCrossRef
18.
go back to reference O’Brien CM, Duda JL, Kitas GD, Veldhuijzen van Zanten JJCS, Metsios GS, Fenton SAM (2019) Objective measurement of sedentary time and physical activity in people with rheumatoid arthritis: protocol for an accelerometer and activPAL validation study. Mediterr J Rheumatol 30(2):125–134PubMedPubMedCentral O’Brien CM, Duda JL, Kitas GD, Veldhuijzen van Zanten JJCS, Metsios GS, Fenton SAM (2019) Objective measurement of sedentary time and physical activity in people with rheumatoid arthritis: protocol for an accelerometer and activPAL validation study. Mediterr J Rheumatol 30(2):125–134PubMedPubMedCentral
19.
go back to reference Prevoo ML, van't Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL (1995) Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum 38(1):44–48PubMedCrossRef Prevoo ML, van't Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL (1995) Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum 38(1):44–48PubMedCrossRef
20.
go back to reference Fries JF, Spitz P, Kraines RG, Holman HR (1980) Measurement of patient outcome in arthritis. Arthritis Rheum 23(2):137–145PubMedCrossRef Fries JF, Spitz P, Kraines RG, Holman HR (1980) Measurement of patient outcome in arthritis. Arthritis Rheum 23(2):137–145PubMedCrossRef
21.
go back to reference Copeland JL, Esliger DW (2009) Accelerometer assessment of physical activity in active, healthy older adults. J Aging Phys Act 17(1):17–30PubMedCrossRef Copeland JL, Esliger DW (2009) Accelerometer assessment of physical activity in active, healthy older adults. J Aging Phys Act 17(1):17–30PubMedCrossRef
22.
go back to reference Santos-Lozano A, Santin-Medeiros F, Cardon G, Torres-Luque G, Bailon R, Bergmeir C et al (2013) Actigraph GT3X: validation and determination of physical activity intensity cut points. Int J Sports Med 34(11):975–982PubMedCrossRef Santos-Lozano A, Santin-Medeiros F, Cardon G, Torres-Luque G, Bailon R, Bergmeir C et al (2013) Actigraph GT3X: validation and determination of physical activity intensity cut points. Int J Sports Med 34(11):975–982PubMedCrossRef
23.
go back to reference O’Brien CM, Duda JL, Kitas GD, Veldhuijzen van Zanten JJCS, Metsios GS, Fenton SAM (2018) Correlates of sedentary behaviour and light physical activity in people living with rheumatoid arthritis: protocol for a longitudinal study. Mediterr J Rheumatol. 29(2):106–117PubMedPubMedCentralCrossRef O’Brien CM, Duda JL, Kitas GD, Veldhuijzen van Zanten JJCS, Metsios GS, Fenton SAM (2018) Correlates of sedentary behaviour and light physical activity in people living with rheumatoid arthritis: protocol for a longitudinal study. Mediterr J Rheumatol. 29(2):106–117PubMedPubMedCentralCrossRef
24.
go back to reference Aguilar-Farías N, Brown WJ, Peeters GM (2014) ActiGraph GT3X+ cut-points for identifying sedentary behaviour in older adults in free-living environments. J Sci Med Sport 17(3):293–299PubMedCrossRef Aguilar-Farías N, Brown WJ, Peeters GM (2014) ActiGraph GT3X+ cut-points for identifying sedentary behaviour in older adults in free-living environments. J Sci Med Sport 17(3):293–299PubMedCrossRef
25.
go back to reference Pfister T, Matthews CE, Wang Q, Kopciuk KA, Courneya K, Friedenreich C (2017) Comparison of two accelerometers for measuring physical activity and sedentary behaviour. BMJ Open Sport Exerc Med 3(1):e000227PubMedPubMedCentralCrossRef Pfister T, Matthews CE, Wang Q, Kopciuk KA, Courneya K, Friedenreich C (2017) Comparison of two accelerometers for measuring physical activity and sedentary behaviour. BMJ Open Sport Exerc Med 3(1):e000227PubMedPubMedCentralCrossRef
26.
go back to reference Edwardson CL, Winkler EAH, Bodicoat DH, Yates T, Davies MJ, Dunstan DW et al (2017) Considerations when using the activPAL monitor in field-based research with adult populations. J Sport Health Sci 6(2):162–178PubMedCrossRef Edwardson CL, Winkler EAH, Bodicoat DH, Yates T, Davies MJ, Dunstan DW et al (2017) Considerations when using the activPAL monitor in field-based research with adult populations. J Sport Health Sci 6(2):162–178PubMedCrossRef
27.
go back to reference Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1(8476):307–310PubMedCrossRef Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1(8476):307–310PubMedCrossRef
28.
go back to reference Giavarina D (2015) Understanding Bland Altman analysis. Biochem Med (Zagreb) 25(2):141–151CrossRef Giavarina D (2015) Understanding Bland Altman analysis. Biochem Med (Zagreb) 25(2):141–151CrossRef
29.
go back to reference Fenton SAM, Veldhuijzen van Zanten JJCS, Kitas GD, Duda JL, Rouse PC, Yu CA et al (2017) Sedentary behaviour is associated with increased long-term cardiovascular risk in patients with rheumatoid arthritis independently of moderate-to-vigorous physical activity. BMC Musculoskelet Disord. 18(1):131PubMedPubMedCentralCrossRef Fenton SAM, Veldhuijzen van Zanten JJCS, Kitas GD, Duda JL, Rouse PC, Yu CA et al (2017) Sedentary behaviour is associated with increased long-term cardiovascular risk in patients with rheumatoid arthritis independently of moderate-to-vigorous physical activity. BMC Musculoskelet Disord. 18(1):131PubMedPubMedCentralCrossRef
30.
go back to reference Fenton SAM, Veldhuijzen van Zanten JJCS, Metsios GS, Rouse PC, Yu CA, Kitas GD et al (2018) Autonomy support, light physical activity and psychological well-being in rheumatoid arthritis: a cross-sectional study. Ment Health Phys Act. 14:11–18CrossRef Fenton SAM, Veldhuijzen van Zanten JJCS, Metsios GS, Rouse PC, Yu CA, Kitas GD et al (2018) Autonomy support, light physical activity and psychological well-being in rheumatoid arthritis: a cross-sectional study. Ment Health Phys Act. 14:11–18CrossRef
31.
go back to reference Larkin L, Nordgren B, Purtill H, Brand C, Fraser A, Kennedy N (2016) Criterion validity of the activPAL activity monitor for sedentary and physical activity patterns in people who have rheumatoid arthritis. Phys Ther 96(7):1093–1101PubMedCrossRef Larkin L, Nordgren B, Purtill H, Brand C, Fraser A, Kennedy N (2016) Criterion validity of the activPAL activity monitor for sedentary and physical activity patterns in people who have rheumatoid arthritis. Phys Ther 96(7):1093–1101PubMedCrossRef
33.
go back to reference Sellers C, Dall P, Grant M, Stansfield B (2016) Validity and reliability of the activPAL3 for measuring posture and stepping in adults and young people. Gait Posture 43:42–47PubMedCrossRef Sellers C, Dall P, Grant M, Stansfield B (2016) Validity and reliability of the activPAL3 for measuring posture and stepping in adults and young people. Gait Posture 43:42–47PubMedCrossRef
34.
go back to reference Kim Y, Welk GJ (2015) Criterion validity of competing accelerometry-based activity monitoring devices. Med Sci Sports Exerc 47(11):2456–2463PubMedCrossRef Kim Y, Welk GJ (2015) Criterion validity of competing accelerometry-based activity monitoring devices. Med Sci Sports Exerc 47(11):2456–2463PubMedCrossRef
35.
go back to reference Ainsworth BE, Haskell WL, Herrmann SD, Meckes N, Bassett DR Jr, Tudor-Locke C et al (2011) 2011 Compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc 43(8):1575–1581PubMedCrossRef Ainsworth BE, Haskell WL, Herrmann SD, Meckes N, Bassett DR Jr, Tudor-Locke C et al (2011) 2011 Compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc 43(8):1575–1581PubMedCrossRef
Metadata
Title
Measurement of sedentary time and physical activity in rheumatoid arthritis: an ActiGraph and activPAL™ validation study
Authors
Ciara M. O’Brien
Joan L. Duda
George D. Kitas
Jet J. C. S. Veldhuijzen van Zanten
George S. Metsios
Sally A. M. Fenton
Publication date
01-09-2020
Publisher
Springer Berlin Heidelberg
Published in
Rheumatology International / Issue 9/2020
Print ISSN: 0172-8172
Electronic ISSN: 1437-160X
DOI
https://doi.org/10.1007/s00296-020-04608-2

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