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Original Research|Articles in Press

Longitudinal Trajectories of Depressive Symptoms Among Patients With Knee Osteoarthritis: The Role of Pain Intensity

Published:November 24, 2022DOI:https://doi.org/10.1016/j.pmn.2022.10.005

      Abstract

      Background

      Pain is the primary symptom of knee osteoarthritis (KOA), significantly associated with depressive symptoms. Whether the early pain intensity could distinguish different trajectories of depressive symptoms is not well understood among patients with KOA.

      Aims

      To identify heterogeneous depressive symptoms trajectories among patients with KOA, and investigate the association between depressive symptoms subgroups and pain intensity.

      Design

      Secondary analysis of a cohort sample.

      Setting

      Three waves of data from the China Health and Retirement Longitudinal Study was collected in 28 provinces across China.

      Participants

      702 patients with KOA aged ≥ 45 years completed the Center for Epidemiologic Studies Depression Scale biennially from 2011 to 2015.

      Methods

      Latent class growth analysis was performed to identify the optimal trajectory shape and number of classes. Multinomial logistic regression analysis was conducted to compare pain intensity across the trajectories.

      Results

      Four distinct trajectories were identified as follows: no depressive symptoms, highly stable, decreasing, and increasing. In multivariate analysis, compared with the “no depressive symptoms” class, patients in the “highly stable” class and “increasing” class were more likely to report moderate pain (p < 0.05) and severe pain (p < 0.05). In addition, there was no significant difference in pain intensity between “no depressive symptoms” class and “decreasing” class (p > 0.05).

      Conclusions

      These results suggest important heterogeneity in depressive symptom trajectories among patients with KOA. Pain intensity could predict different depressive symptom trajectories in patients with KOA. Efforts to improve the depressive symptoms in patients with KOA must incorporate strategies to address pain.
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      References

        • Ahn H.
        • Weaver M.
        • Lyon D.
        • Choi E.
        • Fillingim R.B.
        Depression and pain in Asian and white Americans with knee osteoarthritis.
        Journal of Pain. 2017; 18: 1229-1236
        • Björgvinsson T.
        • Kertz S.J.
        • Bigda-Peyton J.S.
        • McCoy K.L.
        • Aderka I.M.
        Psychometric properties of the CES-D-10 in a psychiatric sample.
        Assessment. 2013; 20: 429-436
        • Burns R.J.
        • Briner E.
        • Schmitz N.
        Trajectories of depressive symptoms and incident diabetes: A prospective study.
        Annals of Behavioral Medicine. 2021; 56: 311-316
        • Byers A.L.
        • Vittinghoff E.
        • Lui L.Y.
        • Hoang T.
        • Blazer D.G.
        • Covinsky K.E.
        • Ensrud K.E.
        • Cauley J.A.
        • Hillier T.A.
        • Fredman L.
        • Yaffe K.
        Twenty-year depressive trajectories among older women.
        Archives of General Psychiatry. 2012; 69: 1073-1079
        • Cardoso J.S.
        • Riley J.L.I.
        • Glover T.
        • Sibille K.T.
        • Bartley E.J.
        • Goodin B.R.
        • Bulls H.W.
        • Herbert M.
        • Addison A.S.
        • Staud R.
        • Redden D.T.
        • Bradley L.A.
        • Fillingim R.B.
        • Cruz-Almeida Y.
        Experimental pain phenotyping in community-dwelling individuals with knee osteoarthritis.
        Pain. 2016; 157: 2104-2114
        • Carragher N.
        • Adamson G.
        • Bunting B.
        • McCann S.
        Subtypes of depression in a nationally representative sample.
        Journal of Affective Disorders. 2009; 113: 88-99
        • Christofaro D.G.D.
        • Tebar W.R.
        • da Silva G.C.R.
        • Oliveira M.D.
        • Cucato G.G.
        • Botero J.P.
        • Correia M.A.
        • Ritti-Dias R.M.
        • Lofrano-Prado M.C.
        • Prado W.L.
        Depressive symptoms associated with musculoskeletal pain in inactive adults during COVID-19 quarantine.
        Pain Management Nursing. 2022; 23: 38-42
        • Dalton J.A.
        • Carlson J.
        • Blau W.
        • Lindley C.
        • Greer S.M.
        • Youngblood R.
        Documentation of pain assessment and treatment: How are we doing?.
        Pain Management Nursing. 2001; 2: 54-64
        • Davis G.C.
        • White T.L.
        A goal attainment pain management program for older adults with arthritis.
        Pain Management Nursing. 2008; 9: 171-179
        • Gohir S.A.
        • Eek F.
        • Kelly A.
        • Abhishek A.
        • Valdes A.M.
        Effectiveness of Internet-Based exercises aimed at treating knee osteoarthritis: The iBEAT-OA randomized clinical trial.
        JAMA Network Open. 2021; 4e210012
        • Han L.
        • Shen S.
        • Wu Y.
        • Zhong C.
        • Zheng X.
        Trajectories of depressive symptoms and risk of cardiovascular disease: Evidence from the China Health and Retirement Longitudinal Study.
        Journal of Psychiatric Research. 2022; 145: 137-143
        • Hellström L.
        • Madsen T.
        • Nordentoft M.
        • Eplov L.F.
        Trajectories of symptoms of anxiety and depression among people on sick leave with mood or anxiety disorders: Secondary analysis from a randomized controlled trial.
        Journal of Psychiatric Research. 2021; 137: 250-257
        • Hu J.
        • Yang R.
        • Li D.
        • Zhao S.
        • Wan Y.
        • Tao F.
        • Fang J.
        • Zhang S.
        A latent class analysis of psychological symptoms and health risk behaviors among Chinese adolescents.
        Asian Journal of Psychiatry. 2021; 55102518
        • Huang K.H.
        • Hsieh R.L.
        • Lee W.C.
        Pain, physical function, and health in patients with knee osteoarthritis.
        Rehabilitation Nursing Journal. 2017; 42: 235-241
        • Hunter D.J.
        • Bierma-Zeinstra S.
        Osteoarthritis.
        The Lancet. 2019; 393: 1745-1759
        • Jackson J.
        • Iyer R.
        • Mellor J.
        • Wei W.
        The burden of pain associated with osteoarthritis in the hip or knee from the patient's perspective: A multinational cross-sectional study.
        Advances in Therapy. 2020; 37: 3985-3999
        • Jung T.
        • Wickrama K.A.S.
        An introduction to latent class growth analysis and growth mixture modeling.
        Social and Personality Psychology Compass. 2008; 2: 302-317
        • Li D.
        • Li S.
        • Chen Q.
        • Xie X.
        The prevalence of symptomatic knee osteoarthritis in relation to age, sex, area, region, and body mass index in China: A systematic review and meta-analysis.
        Frontiers in Medicine (Lausanne). 2020; 7: 304
        • Moussavi S.
        • Chatterji S.
        • Verdes E.
        • Tandon A.
        • Patel V.
        • Ustun B.
        Depression, chronic diseases, and decrements in health: results from the World Health Surveys.
        The Lancet. 2007; 370: 851-858
        • Neogi T.
        The epidemiology and impact of pain in osteoarthritis.
        Osteoarthritis and Cartilage. 2013; 21: 1145-1153
        • Onubogu U.D.
        Pain and depression in older adults with arthritis.
        Orthopaedic Nursing. 2014; 33: 102-108
        • Pietrzak R.H.
        • Van Ness P.H.
        • Fried T.R.
        • Galea S.
        • Norris F.H.
        Trajectories of posttraumatic stress symptomatology in older persons affected by a large-magnitude disaster.
        Journal of Psychiatric Research. 2013; 47: 520-526
        • Radloff L.S.
        The CES-D scale: A self-report depression scale for research in the general population.
        Applied Psychological Measurement. 1977; 1: 385-401
        • Rahman M.S.
        • Rahman M.A.
        • Ali M.
        • Rahman M.S.
        • Maniruzzaman M.
        • Yeasmin M.A.
        • Ahmed N.A.M.
        • Abedin M.
        • Islam S.M.S.
        Determinants of depressive symptoms among older people in Bangladesh.
        Journal of Affective Disorders. 2020; 264: 157-162
        • Rathbun A.M.
        • Stuart E.A.
        • Shardell M.
        • Yau M.S.
        • Baumgarten M.
        • Hochberg M.C.
        Dynamic effects of depressive symptoms on osteoarthritis knee pain.
        Arthritis Care & Research. 2018; 70: 80-88
        • Rong H.
        • Lai X.
        • Jing R.
        • Wang X.
        • Fang H.
        • Mahmoudi E.
        Association of sensory impairments with cognitive decline and depression among older adults in China.
        JAMA Network Open. 2020; 3e2014186
        • Tang X.
        • Wang S.
        • Zhan S.
        • Niu J.
        • Tao K.
        • Zhang Y.
        • Lin J.
        The prevalence of symptomatic knee osteoarthritis in China: Results from the China Health and Retirement Longitudinal Study.
        Arthritis & Rheumatology. 2016; 68: 648-653
        • Tenti M.
        • Raffaeli W.
        • Gremigni P.
        A narrative review of the assessment of depression in chronic pain.
        Pain Management Nursing. 2022; 23: 158-167
        • Veronese N.
        • Stubbs B.
        • Solmi M.
        • Smith T.O.
        • Noale M.
        • Cooper C.
        • Maggi S.
        Association between lower limb osteoarthritis and incidence of depressive symptoms: data from the osteoarthritis initiative.
        Age and Ageing. 2016; 46: 470-476
        • Wang L.
        • Lu H.
        • Chen H.
        • Jin S.
        • Wang M.
        • Shang S.
        Development of a model for predicting the 4-year risk of symptomatic knee osteoarthritis in China: A longitudinal cohort study.
        Arthritis Research & Therapy. 2021; 23: 65
        • Wang S.
        • Ni G.
        Depression in osteoarthritis: Current understanding.
        Neuropsychiatric Disease and Treatment. 2022; 18: 375-389
        • Zhao Y.
        • Hu Y.
        • Smith J.P.
        • Strauss J.
        • Yang G.
        Cohort profile: The China Health and Retirement Longitudinal Study (CHARLS).
        International Journal of Epidemiology. 2012; 43: 61-68
        • Zheng S.
        • Tu L.
        • Cicuttini F.
        • Zhu Z.
        • Han W.
        • Antony B.
        • Wluka A.E.
        • Winzenberg T.
        • Aitken D.
        • Blizzard L.
        • Jones G.
        • Ding C.
        Depression in patients with knee osteoarthritis: Risk factors and associations with joint symptoms.
        BMC Musculoskeletal Disorders. 2021; 22: 40