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Linking physical activity with clinical, functional, and structural outcomes: an evidence map using the Osteoarthritis Initiative

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Abstract

Physical activity is consistently recommended across clinical practice guidelines for managing knee osteoarthritis, yet prescription rates are low. Evidence mapping uses a systematic approach to visually illustrate and summarize published evidence, highlight gaps in the literature, and formulate research questions. The purpose of this study was to review and summarize evidence published from the Osteoarthritis Initiative (OAI) linking physical activity with clinical, functional, and structural knee osteoarthritis outcomes. Electronic databases were searched until June 2021. Studies from the OAI reporting subjective (Physical Activity Scale for the Elderly, PASE) or objective (accelerometry) physical activity data were included. Scatter plots were created to represent each outcome group (clinical, functional, structural) and physical activity measure (PASE, accelerometry) to map the evidence by the directional effect (positive, interaction, negative, or no effect) associated with physical activity. Forty-two articles were included in this review. Physical activity was quantified using PASE (n = 21), accelerometry (n = 20), or both (n = 1). Studies reported consistently positive physical activity effects on clinical (n = 22) and functional (n = 20) outcomes, with few exceptions. Structural (n = 15) outcomes were largely reported as interaction effects by physical activity intensity or sex, or as no significant effect. A network of interconnected outcomes emerged, with clinical and functional outcomes often reported together, and structural outcomes reported individually. This study provides an overview of current evidence linking physical activity to multiple interrelated knee osteoarthritis outcomes using an OAI-driven model. These evidence maps can be used as a framework to guide future investigations of the effects of physical activity on knee osteoarthritis.

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References

  1. Budarick AR, Moyer RF (2021) Linking physical activity with knee osteoarthritis outcomes: an evidence map using the osteoarthritis initiative. Osteoarthritis Cartilage 29:S60–S61. https://doi.org/10.1016/j.joca.2021.02.087

    Article  Google Scholar 

  2. Hootman JM, Helmick CG, Brady TJ (2012) A public health approach to addressing arthritis in older adults: the most common cause of disability. Am J Public Health 102:426–433. https://doi.org/10.2105/AJPH.2011.300423

    Article  PubMed  PubMed Central  Google Scholar 

  3. Ma VY, Chan L, Carruthers KJ (2014) Incidence, prevalence, costs, and impact on disability of common conditions requiring rehabilitation in the United States: stroke, spinal cord injury, traumatic brain injury, multiple sclerosis, osteoarthritis, rheumatoid arthritis, limb loss, and back pain. Arch Phys Med Rehabil 95:986-995. https://doi.org/10.1016/j.apmr.2013.10.032

    Article  PubMed  PubMed Central  Google Scholar 

  4. Neogi T (2013) The epidemiology and impact of pain in osteoarthritis. Osteoarthritis Cartilage 21:1145–1153. https://doi.org/10.1016/j.joca.2013.03.018

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  5. Global Burden of Disease Collaborative Network (2020) Global burden of disease study 2019 (GBD 2019) results. http://ghdx.healthdata.org/gbd-results-tool

  6. Lo J, Chan L, Flynn S (2021) A systematic review of the incidence, prevalence, costs, and activity and work limitations of amputation, osteoarthritis, rheumatoid arthritis, back pain, multiple sclerosis, spinal cord injury, stroke, and traumatic brain injury in the United States: A 2019 Update. Arch Phys Med Rehabil 102:115–131. https://doi.org/10.1016/j.apmr.2020.04.001

    Article  PubMed  Google Scholar 

  7. Turkiewicz A, Petersson IF, Björk J et al (2014) Current and future impact of osteoarthritis on health care: a population-based study with projections to year 2032. Osteoarthritis Cartilage 22:1826–1832. https://doi.org/10.1016/j.joca.2014.07.015

    Article  PubMed  CAS  Google Scholar 

  8. Leifer VP, Katz JN, Losina E (2021) The burden of OA-health services and economics. Osteoarthritis Cartilage. https://doi.org/10.1016/j.joca.2021.05.007

  9. Caporali R, Cimmino MA, Sarzi-Puttini P et al (2005) Comorbid conditions in the AMICA study patients: effects on the quality of life and drug prescriptions by general practitioners and specialists. Semin Arthritis Rheum 35:31–37. https://doi.org/10.1016/j.semarthrit.2005.02.004

    Article  PubMed  Google Scholar 

  10. Zhao X, Shah D, Gandhi K et al (2019) Clinical, humanistic, and economic burden of osteoarthritis among noninstitutionalized adults in the United States. Osteoarthritis Cartilage 27:1618–1626. https://doi.org/10.1016/j.joca.2019.07.002

    Article  PubMed  CAS  Google Scholar 

  11. Neogi T, Zhang Y (2013) Epidemiology of osteoarthritis. Rheum Dis Clin N Am 39:1–19. https://doi.org/10.1016/j.rdc.2012.10.004

    Article  Google Scholar 

  12. Zhang Y, Jordan JM (2010) Epidemiology of osteoarthritis. Clin Geriatr Med 26:355–369. https://doi.org/10.1016/j.cger.2010.03.001

    Article  PubMed  PubMed Central  Google Scholar 

  13. Bannuru RR, Osani MC, Vaysbrot EE et al (2019) OARSI guidelines for the non-surgical management of knee, hip, and polyarticular osteoarthritis. Osteoarthritis Cartilage 27:1578–1589. https://doi.org/10.1016/j.joca.2019.06.011

    Article  PubMed  CAS  Google Scholar 

  14. Zhang W, Moskowitz RW, Nuki G et al (2008) OARSI recommendations for the management of hip and knee osteoarthritis, Part II: OARSI evidence-based, expert consensus guidelines. Osteoarthritis Cartilage 16:137–162. https://doi.org/10.1016/j.joca.2007.12.013

    Article  PubMed  CAS  Google Scholar 

  15. Dunlop DD, Song J, Semanik PA et al (2011) Objective physical activity measurement in the osteoarthritis initiative: are guidelines being met? Arthritis Rheum 63:3372–3382. https://doi.org/10.1002/art.30562

    Article  PubMed  PubMed Central  Google Scholar 

  16. Thoma LM, Dunlop D, Song J et al (2018) Are older adults with symptomatic knee osteoarthritis less active than the general population? Analysis from the Osteoarthritis Initiative and the national health and nutrition examination survey. Arthritis Care Res 70:1448–1454. https://doi.org/10.1002/acr.23511

    Article  Google Scholar 

  17. Egan BA, Mentes JC (2010) Benefits of physical activity for knee osteoarthritis. J Gerontol Nurs 36:9–14. https://doi.org/10.3928/00989134-20100730-03

    Article  PubMed  Google Scholar 

  18. Skou ST, Pedersen BK, Abbott JH et al (2018) Physical activity and exercise therapy benefit more than just symptoms and impairments in people with hip and knee osteoarthritis. J Orthop Sports Phys Ther 48:439–447. https://doi.org/10.2519/jospt.2018.7877

    Article  PubMed  Google Scholar 

  19. Hagen KB, Smedslund G, Østerås N, Jamtvedt G (2016) Quality of community-based osteoarthritis care: a systematic review and meta-analysis: quality of oa care. Arthritis Care Res 68:1443–1452. https://doi.org/10.1002/acr.22891

    Article  Google Scholar 

  20. Li LC, Sayre EC, Kopec JA et al (2011) Quality of nonpharmacological care in the community for people with knee and hip osteoarthritis. J Rheumatol 38:2230–2237. https://doi.org/10.3899/jrheum.110264

    Article  PubMed  Google Scholar 

  21. Dobson F, Bennell KL, French SD et al (2016) Barriers and facilitators to exercise participation in people with hip and/or knee osteoarthritis: synthesis of the literature using behavior change theory. Am J Phys Med Rehabil 95:372–389. https://doi.org/10.1097/PHM.0000000000000448

  22. Gay C, Eschalier B, Levyckyj C et al (2018) Motivators for and barriers to physical activity in people with knee osteoarthritis: a qualitative study. Joint Bone Spine 85:481–486. https://doi.org/10.1016/j.jbspin.2017.07.007

    Article  PubMed  Google Scholar 

  23. Wallis JA, Ackerman IN, Brusco NK et al (2020) Barriers and enablers to uptake of a contemporary guideline-based management program for hip and knee osteoarthritis: a qualitative study. Osteoarthr Cartil Open 2:100095. https://doi.org/10.1016/j.ocarto.2020.100095

    Article  Google Scholar 

  24. Selten EMH, Vriezekolk JE, Nijhof MW et al (2017) Barriers impeding the use of non-pharmacological, non-surgical care in hip and knee osteoarthritis: the views of general practitioners, physical therapists, and medical specialists. JCR J Clin Rheumatol 23:405–410. https://doi.org/10.1097/RHU.0000000000000562

    Article  PubMed  Google Scholar 

  25. Miake-Lye IM, Hempel S, Shanman R, Shekelle PG (2016) What is an evidence map? A systematic review of published evidence maps and their definitions, methods, and products. Syst Rev 5:28. https://doi.org/10.1186/s13643-016-0204-x

    Article  PubMed  PubMed Central  Google Scholar 

  26. Sawicki C, Livingston K, Obin M et al (2017) Dietary fiber and the human gut microbiota: application of evidence mapping methodology. Nutrients 9:125. https://doi.org/10.3390/nu9020125

    Article  PubMed Central  CAS  Google Scholar 

  27. Gasparyan AY, Ayvazyan L, Blackmore H, Kitas GD (2011) Writing a narrative biomedical review: considerations for authors, peer reviewers, and editors. Rheumatol Int 31:1409–1417. https://doi.org/10.1007/s00296-011-1999-3

    Article  PubMed  Google Scholar 

  28. National Institutes of Health (2021) Publications using OAI data by year. In: NIMH Data Arch. https://nda.nih.gov/oai/publications

  29. Rathbun AM, Yau MS, Shardell M et al (2017) Depressive symptoms and structural disease progression in knee osteoarthritis: data from the Osteoarthritis Initiative. Clin Rheumatol 36:155–163. https://doi.org/10.1007/s10067-016-3495-3

    Article  PubMed  Google Scholar 

  30. Davison MJ, Ioannidis G, Maly MR et al (2016) Intermittent and constant pain and physical function or performance in men and women with knee osteoarthritis: data from the osteoarthritis initiative. Clin Rheumatol 35:371–379. https://doi.org/10.1007/s10067-014-2810-0

    Article  PubMed  Google Scholar 

  31. Herzog MM, Driban JB, Cattano NM et al (2017) Risk of knee osteoarthritis over 24 months in individuals who decrease walking speed during a 12-month period: data from the Osteoarthritis Initiative. J Rheumatol 44:1265–1270. https://doi.org/10.3899/jrheum.170093

    Article  PubMed  PubMed Central  Google Scholar 

  32. Riddle DL, Kong X, Fitzgerald GK (2011) Psychological health impact on 2-year changes in pain and function in persons with knee pain: data from the Osteoarthritis Initiative. Osteoarthritis Cartilage 19:1095–1101. https://doi.org/10.1016/j.joca.2011.06.003

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  33. Harkey M, Price L, Reid KF et al (2019) Walking speed tests identify a significant interaction between sex and radiographic knee osteoarthritis severity: data from the osteoarthritis initiative. Osteoarthritis Cartilage 27:S208. https://doi.org/10.1016/j.joca.2019.02.323

    Article  Google Scholar 

  34. Joseph GB, McCulloch CE, Nevitt MC et al (2020) Associations between muscle strength and cartilage morphology: data from the osteoarthritis initiative. Osteoarthritis Cartilage 28:S287. https://doi.org/10.1016/j.joca.2020.02.452

    Article  Google Scholar 

  35. Lapper A, Wisser A, Roemer F et al (2020) Cartilage structure and knee function in subjects with and without presence of MRI-diagnosed cartilage damage, and without risk factors of knee osteoarthritis — a 4-year longitudinal study using data from the osteoarthritis initiative. Osteoarthritis Cartilage 28:S284–S285. https://doi.org/10.1016/j.joca.2020.02.449

    Article  Google Scholar 

  36. Bragge P, Clavisi O, Turner T et al (2011) The global evidence mapping initiative: scoping research in broad topic areas. BMC Med Res Methodol 11:92. https://doi.org/10.1186/1471-2288-11-92

    Article  PubMed  PubMed Central  Google Scholar 

  37. National Institutes of Health (2016) The Osteoarthritis Initiative. In: NIMH Data Arch. https://nda.nih.gov/oai

  38. Nevitt MC, Felson DT, Lester G (2006) The Osteoarthritis Initiative: protocol for the cohort study. Osteoarthritis Cartilage

  39. Eckstein F, Wirth W, Nevitt MC (2012) Recent advances in osteoarthritis imaging—the Osteoarthritis Initiative. Nat Rev Rheumatol 8:622–630. https://doi.org/10.1038/nrrheum.2012.113

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  40. Washburn RA, Smith KW, Jette AM, Janney CA (1993) The physical activity scale for the elderly (PASE): development and evaluation. J Clin Epidemiol 46:153–162. https://doi.org/10.1016/0895-4356(93)90053-4

    Article  PubMed  CAS  Google Scholar 

  41. Song J, Semanik P, Sharma L et al (2010) Assessing physical activity in persons with knee osteoarthritis using accelerometers: data from the osteoarthritis initiative. Arthritis Care Res 62:1724–1732. https://doi.org/10.1002/acr.20305

    Article  Google Scholar 

  42. Batsis JA, Zbehlik AJ, Barre LK et al (2014) The impact of waist circumference on function and physical activity in older adults: longitudinal observational data from the osteoarthritis initiative. Nutr J 13:81. https://doi.org/10.1186/1475-2891-13-81

    Article  PubMed  PubMed Central  Google Scholar 

  43. Batsis JA, Zbehlik AJ, Scherer EA et al (2015) Normal weight with central obesity, physical activity, and functional decline: data from the Osteoarthritis Initiative. J Am Geriatr Soc 63:1552–1560. https://doi.org/10.1111/jgs.13542

    Article  PubMed  PubMed Central  Google Scholar 

  44. Batsis JA, Zbehlik AJ, Barre LK et al (2015) Impact of obesity on disability, function, and physical activity: data from the Osteoarthritis Initiative. Scand J Rheumatol 44:495–502. https://doi.org/10.3109/03009742.2015.1021376

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  45. Batsis JA, Germain CM, Vasquez E et al (2016) Physical Activity predicts higher physical function in older adults: the Osteoarthritis Initiative. J Phys Act Health 13:6–16. https://doi.org/10.1123/jpah.2014-0531

    Article  PubMed  Google Scholar 

  46. Bindawas SM, Vennu V (2015) Longitudinal effects of physical inactivity and obesity on gait speed in older adults with frequent knee pain: data from the Osteoarthritis Initiative. Int J Environ Res Public Health 12:1849–1863. https://doi.org/10.3390/ijerph120201849

    Article  PubMed  PubMed Central  Google Scholar 

  47. Bricca A, Wirth W, Juhl CB et al (2019) Moderate physical activity and prevention of cartilage loss in people with knee osteoarthritis: data from the Osteoarthritis Initiative. Arthritis Care Res 71:218–226. https://doi.org/10.1002/acr.23791

    Article  Google Scholar 

  48. Chang AH, Lee JJ, Chmiel JS et al (2020) Association of long-term strenuous physical activity and extensive sitting with incident radiographic knee osteoarthritis. JAMA Netw Open 3:e204049. https://doi.org/10.1001/jamanetworkopen.2020.4049

    Article  PubMed  PubMed Central  Google Scholar 

  49. Cotofana S, Wirth W, Pena Rossi C et al (2015) Contralateral knee effect on self-reported knee-specific function and global functional assessment: data from the Osteoarthritis Initiative. Arthritis Care Res 67:374–381. https://doi.org/10.1002/acr.22495

    Article  Google Scholar 

  50. Dunlop DD, Semanik P, Song J et al (2010) Moving to maintain function in knee osteoarthritis: evidence from the Osteoarthritis Initiative. Arch Phys Med Rehabil 91:714–721. https://doi.org/10.1016/j.apmr.2010.01.015

    Article  PubMed  PubMed Central  Google Scholar 

  51. Dunlop DD, Song J, Semanik PA et al (2011) Physical activity levels and functional performance in the osteoarthritis initiative: a graded relationship. Arthritis Rheum 63:127–136. https://doi.org/10.1002/art.27760

    Article  PubMed  PubMed Central  Google Scholar 

  52. Dunlop DD, Song J, Semanik PA et al (2014) Relation of physical activity time to incident disability in community dwelling adults with or at risk of knee arthritis: prospective cohort study. BMJ 348:g2472–g2472. https://doi.org/10.1136/bmj.g2472

    Article  PubMed  PubMed Central  Google Scholar 

  53. Dunlop DD, Song J, Lee J et al (2017) Physical activity minimum threshold predicting improved function in adults with lower-extremity symptoms. Arthritis Care Res 69:475–483. https://doi.org/10.1002/acr.23181

    Article  Google Scholar 

  54. Dunlop DD, Song J, Hootman JM et al (2019) One hour a week: moving to prevent disability in adults with lower extremity joint symptoms. Am J Prev Med 56:664–672. https://doi.org/10.1016/j.amepre.2018.12.017

    Article  PubMed  PubMed Central  Google Scholar 

  55. Felson DT, Niu J, Yang T et al (2013) Physical activity, alignment and knee osteoarthritis: data from MOST and the OAI. Osteoarthritis Cartilage 21:789–795. https://doi.org/10.1016/j.joca.2013.03.001

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  56. Fenton SAM, Neogi T, Dunlop D et al (2018) Does the intensity of daily walking matter for protecting against the development of a slow gait speed in people with or at high risk of knee osteoarthritis? An observational study. Osteoarthritis Cartilage 26:1181–1189. https://doi.org/10.1016/j.joca.2018.04.015

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  57. Gilbert AL, Lee J, Song J et al (2021) Relationship between self-reported restless sleep and objectively measured physical activity in adults with knee osteoarthritis. Arthritis Care Res 73:687–692. https://doi.org/10.1002/acr.23581

    Article  Google Scholar 

  58. Halilaj E, Hastie TJ, Gold GE, Delp SL (2018) Physical activity is associated with changes in knee cartilage microstructure. Osteoarthritis Cartilage 26:770–774. https://doi.org/10.1016/j.joca.2018.03.009

    Article  CAS  Google Scholar 

  59. Hoogeboom TJ, den Broeder AA, de Bie RA, van den Ende CHM (2013) Longitudinal impact of joint pain comorbidity on quality of life and activity levels in knee osteoarthritis: data from the Osteoarthritis Initiative. Rheumatol Oxf Engl 52:543–546. https://doi.org/10.1093/rheumatology/kes314

    Article  Google Scholar 

  60. Hopkins C (2019) Physical activity and future physical function: data from the Osteoarthritis Initiative. J Aging Phys Act 27:367–370. https://doi.org/10.1123/japa.2018-0136

    Article  PubMed  Google Scholar 

  61. Hovis KK, Stehling C, Souza RB et al (2011) Physical activity is associated with magnetic resonance imaging-based knee cartilage T2 measurements in asymptomatic subjects with and those without osteoarthritis risk factors. Arthritis Rheum 63:2248–2256. https://doi.org/10.1002/art.30419

    Article  PubMed  PubMed Central  Google Scholar 

  62. Hu B, Han D, Nevitt MC et al (2021) The longitudinal relationship between physical activity and joint space narrowing: 48-month follow-up data from the Osteoarthritis Initiative. Arthritis Care Res. https://doi.org/10.1002/acr.24554

    Article  Google Scholar 

  63. Jayabalan P, Kocherginsky M, Chang AH et al (2019) Physical activity and worsening of radiographic findings in persons with or at higher risk of knee osteoarthritis. Arthritis Care Res 71:198–206. https://doi.org/10.1002/acr.23756

    Article  Google Scholar 

  64. Kretzschmar M, Lin W, Nardo L et al (2015) Association of physical activity measured by accelerometer, knee joint abnormalities, and cartilage t2 measurements obtained from 3T magnetic resonance imaging: data from the Osteoarthritis Initiative. Arthritis Care Res 67:1272–1280. https://doi.org/10.1002/acr.22586

    Article  CAS  Google Scholar 

  65. Kwee RM, Wirth W, Hafezi-Nejad N et al (2016) Role of physical activity in cartilage damage progression of subjects with baseline full-thickness cartilage defects in medial tibiofemoral compartment: data from the Osteoarthritis Initiative. Osteoarthritis Cartilage 24:1898–1904. https://doi.org/10.1016/j.joca.2016.06.009

    Article  PubMed  CAS  Google Scholar 

  66. Lee J, Song J, Hootman JM et al (2013) Obesity and other modifiable factors for physical inactivity measured by accelerometer in adults with knee osteoarthritis. Arthritis Care Res 65:53–61. https://doi.org/10.1002/acr.21754

    Article  Google Scholar 

  67. Lin W, Alizai H, Joseph GB et al (2013) Physical activity in relation to knee cartilage T2 progression measured with 3 T MRI over a period of 4 years: data from the Osteoarthritis Initiative. Osteoarthritis Cartilage 21:1558–1566. https://doi.org/10.1016/j.joca.2013.06.022

    Article  PubMed  CAS  Google Scholar 

  68. Liu S-H, Driban JB, Eaton CB et al (2016) Objectively measured physical activity and symptoms change in knee osteoarthritis. Am J Med 129:497–505.  https://doi.org/10.1016/j.amjmed.2015.12.029

  69. Mansournia MA, Danaei G, Forouzanfar MH et al (2012) Effect of physical activity on functional performance and knee pain in patients with osteoarthritis: analysis with marginal structural models. Epidemiol Camb Mass 23:631–640. https://doi.org/10.1097/EDE.0b013e31824cc1c3

    Article  Google Scholar 

  70. Master H, Thoma LM, Christiansen MB et al (2018) Minimum performance on clinical tests of physical function to predict walking 6,000 steps/day in knee osteoarthritis: an observational study. Arthritis Care Res 70:1005–1011. https://doi.org/10.1002/acr.23448

    Article  Google Scholar 

  71. Master H, Thoma LM, Dunlop DD et al (2021) Joint association of moderate-to-vigorous intensity physical activity and sedentary behavior with incident functional limitation: data from the Osteoarthritis Initiative (OAI). J Rheumatol. https://doi.org/10.3899/jrheum.201250

    Article  PubMed  Google Scholar 

  72. Pellegrini CA, Song J, Chang RW et al (2016) Change in physical activity and sedentary time associated with 2-year weight loss in obese adults with osteoarthritis. J Phys Act Health 13:461–466. https://doi.org/10.1123/jpah.2015-0404

    Article  PubMed  Google Scholar 

  73. Qin J, Barbour KE, Nevitt MC et al (2018) Objectively measured physical activity and risk of knee osteoarthritis. Med Sci Sports Exerc 50:277–283. https://doi.org/10.1249/MSS.0000000000001433

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  74. Song J, Gilbert AL, Chang RW et al (2017) Do inactive older adults who increase physical activity experience less disability: evidence from the Osteoarthritis Initiative. J Clin Rheumatol Pract Rep Rheum Musculoskelet Dis 23:26–32. https://doi.org/10.1097/RHU.0000000000000473

    Article  Google Scholar 

  75. Song J, Dunlop DD, Semanik PA et al (2018) Reallocating time spent in sleep, sedentary behavior and physical activity and its association with pain: a pilot sleep study from the Osteoarthritis Initiative. Osteoarthritis Cartilage 26:1595–1603. https://doi.org/10.1016/j.joca.2018.07.002

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  76. Soutakbar H, Lamb SE, Silman AJ (2019) The different influence of high levels of physical activity on the incidence of knee OA in overweight and obese men and women-a gender specific analysis. Osteoarthritis Cartilage 27:1430–1436. https://doi.org/10.1016/j.joca.2019.05.025

    Article  PubMed  CAS  Google Scholar 

  77. Stehling C, Lane NE, Nevitt MC et al (2010) Subjects with higher physical activity levels have more severe focal knee lesions diagnosed with 3T MRI: analysis of a non-symptomatic cohort of the osteoarthritis initiative. Osteoarthritis Cartilage 18:776–786. https://doi.org/10.1016/j.joca.2010.02.008

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  78. Stehling C, Liebl H, Krug R et al (2010) Patellar cartilage: T2 values and morphologic abnormalities at 3.0-T MR imaging in relation to physical activity in asymptomatic subjects from the osteoarthritis initiative. Radiology 254:509–520. https://doi.org/10.1148/radiol.09090596

    Article  PubMed  PubMed Central  Google Scholar 

  79. Sun K, Song J, Lee J et al (2014) Relationship of meeting physical activity guidelines with health-related utility. Arthritis Care Res 66:1041–1047. https://doi.org/10.1002/acr.22262

    Article  Google Scholar 

  80. Sun R, Tomkins-Lane C, Muaremi A et al (2021) Physical activity thresholds for predicting longitudinal gait decline in adults with knee osteoarthritis. Osteoarthritis Cartilage. https://doi.org/10.1016/j.joca.2021.04.002

    Article  PubMed  Google Scholar 

  81. Thanoo N, Gilbert AL, Trainor S et al (2020) The relationship between polypharmacy and physical activity in those with or at risk of knee osteoarthritis. J Am Geriatr Soc 68:2015–2020. https://doi.org/10.1111/jgs.16501

    Article  PubMed  PubMed Central  Google Scholar 

  82. White DK, Lee J, Song J et al (2017) Potential Functional benefit from light intensity physical activity in knee osteoarthritis. Am J Prev Med 53:689–696. https://doi.org/10.1016/j.amepre.2017.07.008

    Article  PubMed  PubMed Central  Google Scholar 

  83. Wisser A, Lapper A, Roemer F et al (2020) Longitudinal change in knee cartilage thickness and function in subjects with and without MRI-diagnosed cartilage damage. Cartilage. https://doi.org/10.1177/1947603520980157

  84. US Department of Health and Human Services (2008) Physical Activity Guidelines for Americans. https://health.gov/sites/default/files/2019-09/paguide.pdf

  85. Fukutani N, Iijima H, Aoyama T et al (2016) Knee pain during activities of daily living and its relationship with physical activity in patients with early and severe knee osteoarthritis. Clin Rheumatol 35:2307–2316. https://doi.org/10.1007/s10067-016-3251-8

    Article  PubMed  Google Scholar 

  86. Lo GH, Musa SM, Driban JB et al (2018) Running does not increase symptoms or structural progression in people with knee osteoarthritis: data from the osteoarthritis initiative. Clin Rheumatol 37:2497–2504. https://doi.org/10.1007/s10067-018-4121-3

    Article  PubMed  PubMed Central  Google Scholar 

  87. Boyer KA, Hafer JF (2019) Gait mechanics contribute to exercise induced pain flares in knee osteoarthritis. BMC Musculoskelet Disord 20:107. https://doi.org/10.1186/s12891-019-2493-4

    Article  PubMed  PubMed Central  Google Scholar 

  88. Farrokhi S, Jayabalan P, Gustafson JA et al (2017) The influence of continuous versus interval walking exercise on knee joint loading and pain in patients with knee osteoarthritis. Gait Posture 56:129–133. https://doi.org/10.1016/j.gaitpost.2017.05.015

    Article  PubMed  PubMed Central  Google Scholar 

  89. Timmermans EJ, de Koning EJ, van Schoor NM et al (2019) Within-person pain variability and physical activity in older adults with osteoarthritis from six European countries. BMC Musculoskelet Disord 20:12. https://doi.org/10.1186/s12891-018-2392-0

    Article  PubMed  PubMed Central  Google Scholar 

  90. Perruccio AV, Chandran V, Power JD et al (2017) Systemic inflammation and painful joint burden in osteoarthritis: a matter of sex? Osteoarthritis Cartilage 25:53–59. https://doi.org/10.1016/j.joca.2016.08.001

    Article  PubMed  CAS  Google Scholar 

  91. Hafezi-Nejad N, Zikria B, Eng J et al (2015) Predictive value of semi-quantitative MRI-based scoring systems for future knee replacement: data from the osteoarthritis initiative. Skeletal Radiol 44:1655–1662. https://doi.org/10.1007/s00256-015-2217-2

    Article  PubMed  Google Scholar 

  92. Roemer FW, Kwoh CK, Hannon MJ et al (2015) Can structural joint damage measured with mr imaging be used to predict knee replacement in the following year? Radiology 274:810–820. https://doi.org/10.1148/radiol.14140991

    Article  PubMed  Google Scholar 

  93. Kumar D, Souza RB, Singh J et al (2014) Physical activity and spatial differences in medial knee T1rho and T2 relaxation times in knee osteoarthritis. J Orthop Sports Phys Ther 44:964–972. https://doi.org/10.2519/jospt.2014.5523

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors would like to thank the Osteoarthritis Initiative (OAI) participants, and the study investigators and coordinators at each of the four sites. The OAI is a data repository housed within the NIMH Data Archive (NDA). The OAI is a collaborative informatics system created by the National Institute of Mental Health and the National Institute of Arthritis, Musculoskeletal and Skin Diseases (NIAMS) to provide a worldwide resource to quicken the pace of biomarker identification, scientific investigation and OA drug development. OAI data are available in a public, open access repository (https://nda.nih.gov/oai).

Funding

Aleksandra R. Budarick was supported by a Nova Scotia Research and Innovation Graduate Scholarship, a Scotia Scholars Award (Research Nova Scotia), an MSSU Student Award (Maritime SPOR SUPPORT Unit), and a Killam Level II Predoctoral Scholarship.

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ARB: Conceptualization, investigation, data curation, writing original draft, review and editing, visualization. RFM: Conceptualization, review and editing, supervision.

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Correspondence to Rebecca F. Moyer.

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Part of this manuscript has been previously published as an abstract in conference proceedings [1].

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Budarick, A.R., Moyer, R.F. Linking physical activity with clinical, functional, and structural outcomes: an evidence map using the Osteoarthritis Initiative. Clin Rheumatol 41, 965–975 (2022). https://doi.org/10.1007/s10067-021-05995-y

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