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Wang S, Xiao W, Duan Z, Fu Y, Fang J, Xu T, Yang D, Li G, Guan Y, Zhang Y. Depression heightened the association of the systemic immune-inflammation index with all-cause mortality among osteoarthritis patient. J Affect Disord 2024; 355:239-246. [PMID: 38552917 DOI: 10.1016/j.jad.2024.03.127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 03/04/2024] [Accepted: 03/23/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Systemic immune-inflammatory index (SII) has been recognized as a novel inflammatory indicator in numerous diseases. It remains unknown how SII affects all-cause mortality among patients with osteoarthritis (OA). In this prospective cohort study, we intended to examine the relationship of SII with all-cause mortality among OA populations and assess the interaction between depression and SII. METHODS Data was collected from National Health and Nutrition Examination Survey (NHANES) in 2005-2018. The National Death Index (NDI) provided vital status records. Multivariable Cox regression analyses with cubic spines were applied to estimate the association between SII and all-cause and CVD mortality. Stratified analysis and interaction tests assessed the interaction of SII and depression on all-cause mortality. RESULTS In total 3174 OA adults were included. The lowest quartile Q1 (HR:1.44, 95%CI:1.02-2.04) and highest quartile Q4 (HR:1.44, 95%CI:1.02-2.04) of SII presented a higher risk of death compared with those in second quartile Q2 (Ref.) and third quartile Q3 (HR:1.23, 95%CI:0.89-1.68. Restricted cubic splines analysis revealed a U-shaped association of SII with all-cause mortality, the inflection points were 412.93 × 109/L. The interaction test observed a more significant relationship of SII with all-cause mortality in depression patients than in non-depression patients, indicating that depression can modify this association. LIMITATIONS First, the observational study design failed to make causal inferences. Second, the baseline SII cannot reflect the long-term level of inflammation. Finally, there may be potential bias. CONCLUSION SII was U-shaped associated with all-cause mortality in OA patients, and this association was significantly heightened by depression.
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Affiliation(s)
- Sen Wang
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Wenyu Xiao
- Department of Orthopaedics, Shanghai Tenth People's Hospital Chongming Branch, School of Medicine, Tongji University, Shanghai 202157, China
| | - Zhengwei Duan
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Yuesong Fu
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Jiaqi Fang
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Tianyang Xu
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Dong Yang
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Guodong Li
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Yonghao Guan
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China.
| | - Yiwei Zhang
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China.
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Sayegh GE, Sauder N, Brinkman N, Moore MLG, Bozic KJ, Patel J, Koenig KM, Jayakumar P. Capability After Total Knee Arthroplasty for Osteoarthritis Is Strongly Associated With Preoperative Symptoms of Depression. J Am Acad Orthop Surg 2024; 32:563-569. [PMID: 38684117 DOI: 10.5435/jaaos-d-23-01138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 02/28/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Primary total knee arthroplasty (TKA) aims to improve the level of capability (ability to perform valued life activities) associated with knee osteoarthritis (OA). However, some evidence suggests a substantial proportion of patients remain dissatisfied with their outcomes after this procedure. We sought to better understand the association between mental health, specifically symptoms of depression, with postoperative outcomes. Symptoms of depression are shown to be common among orthopaedic populations in general and can be briefly and conveniently evaluated using the Patient Health Questionnaire-2 (PHQ-2) in a less burdensome manner compared with longer mental health surveys. This study assesses the association between preoperative depressive symptoms (PHQ-2) and levels of capability at 6 weeks and 6 months after TKA. METHODS We conducted a prospective cohort study involving 114 patients with knee OA across five clinics in California and Texas scheduled for TKA. Participants completed a preoperative PHQ-2 and Knee Injury and OA Outcome Score for Joint Replacement (KOOS JR) survey at 6 weeks and 6 months post-TKA. We analyzed these data using bivariate and multivariable regression. RESULTS Preoperative PHQ-2 scores were significantly associated with lower KOOS JR scores at 6 weeks and 6 months post-TKA. Latino/Hispanic race was also associated with lower KOOS JR scores at 6 weeks. The association between preoperative depressive symptoms and level of capability after TKA were more pronounced at 6 months compared with 6 weeks. CONCLUSION Preoperative symptoms of depression are strongly associated with reduced capability after TKA and can be screened for using the PHQ-2-a brief tool that can be feasibly incorporated into clinical workflows. User-friendly assessment of depressive symptoms can assist orthopaedic surgeons in identifying and addressing mental health at the outset during the management of knee OA.
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Affiliation(s)
- George E Sayegh
- From the Department of Surgery and Perioperative Care, Dell Medical School, The University of Texas at Austin, Austin, TX
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Mehta R, Hochberg M, Shardell M, Ryan A, Dong Y, Beamer BA, Peer J, Stuart EA, Schuler M, Gallo JJ, Rathbun AM. Evaluation of Dynamic Effects of Depressive Symptoms on Physical Function in Knee Osteoarthritis. Arthritis Care Res (Hoboken) 2024; 76:673-681. [PMID: 38200641 PMCID: PMC11039384 DOI: 10.1002/acr.25295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 11/01/2023] [Accepted: 01/04/2024] [Indexed: 01/12/2024]
Abstract
OBJECTIVE To assess how changes in depressive symptoms influence physical function over time among those with radiographic knee osteoarthritis (OA). METHODS Participants from the Osteoarthritis Initiative with radiographic knee OA (n = 2,212) and complete data were identified at baseline. Depressive symptoms were assessed as a time-varying score at baseline and the first three annual follow-up visits using the Center for Epidemiological Studies Depression Scale (CES-D) Scale. Physical function was measured at the first four follow-up visits using 20-meter gait speed meters per second. The following two marginal structural models were fit: one assessing the main effect of depressive symptoms on gait speed and another assessing time-specific associations. RESULTS Time-adjusted results indicated that higher CES-D scores were significantly associated with slower gait speed (-0.0048; 95% confidence interval -0.0082 to -0.0014), and time-specific associations of CES-D were largest during the first follow-up interval (-0.0082; 95% confidence interval -0.0128 to -0.0035). During subsequent follow-up time points, the influence of depressive symptoms on gait speed diminished. CONCLUSION The negative effect of depressive symptoms on physical function may decrease over time as knee OA progresses.
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Affiliation(s)
- Rhea Mehta
- PhD Program in Gerontology, University of Maryland, Baltimore and Baltimore County
| | - Marc Hochberg
- Department of Epidemiology and Public Health
- Department of Medicine, University of Maryland School of Medicine
- Medical Clinical Care Center, VA Maryland Health Care System
| | | | - Alice Ryan
- Department of Medicine, University of Maryland School of Medicine
- Geriatric Research Education and Clinical Center, VA Maryland Health Care System
| | - Yu Dong
- Department of Psychiatry, University of Maryland School of Medicine
| | - Brock A. Beamer
- Department of Medicine, University of Maryland School of Medicine
- Geriatric Research Education and Clinical Center, VA Maryland Health Care System
| | - Jason Peer
- Department of Psychiatry, University of Maryland School of Medicine
- Mental Health Clinical Care Center, VA Maryland Health Care System
| | - Elizabeth A. Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health
| | | | - Joseph J. Gallo
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health
| | - Alan M. Rathbun
- Department of Epidemiology and Public Health
- Department of Medicine, University of Maryland School of Medicine
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Jayakumar P, Crijns TJ, Misciagna W, Manickas-Hill O, Malay M, Jiranek W, Mather RC, Lentz TA. What Are the Underlying Mental Health Constructs Associated With Level of Capability in People With Knee and Hip Osteoarthritis? Clin Orthop Relat Res 2024; 482:633-644. [PMID: 38393957 PMCID: PMC10937005 DOI: 10.1097/corr.0000000000003003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 01/11/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND Mental health characteristics such as negative mood, fear avoidance, unhelpful thoughts regarding pain, and low self-efficacy are associated with symptom intensity and capability among patients with hip and knee osteoarthritis (OA). Knowledge gaps remain regarding the conceptual and statistical overlap of these constructs and which of these are most strongly associated with capability in people with OA. Further study of these underlying factors can inform us which mental health assessments to prioritize and how to incorporate them into whole-person, psychologically informed care. QUESTIONS/PURPOSES (1) What are the distinct underlying factors that can be identified using statistical grouping of responses to a multidimensional mental health survey administered to patients with OA? (2) What are the associations between these distinct underlying factors and capability in knee OA (measured using the Knee Injury and Osteoarthritis Outcome Score, Joint Replacement [KOOS JR]) and hip OA (measured using Hip Disability and Osteoarthritis Outcome Score, Joint Replacement [HOOS JR]), accounting for sociodemographic and clinical factors? METHODS We performed a retrospective cross-sectional analysis of adult patients who were referred to our program with a primary complaint of hip or knee pain secondary to OA between October 2017 and December 2020. Of the 2006 patients in the database, 38% (760) were excluded because they did not have a diagnosis of primary osteoarthritis, and 23% (292 of 1246) were excluded owing to missing data, leaving 954 patients available for analysis. Seventy-three percent (697) were women, with a mean age of 61 ± 10 years; 65% (623) of patients were White, and 52% (498) were insured under a commercial plan or via their employer. We analyzed demographic data, patient-reported outcome measures, and a multidimensional mental health survey (the 10-item Optimal Screening for Prediction of Referral and Outcome-Yellow Flag [OSPRO-YF] assessment tool), which are routinely collected for all patients at their baseline new-patient visit. To answer our first question about identifying underlying mental health factors, we performed an exploratory factor analysis of the OSPRO-YF score estimates. This technique helped identify statistically distinct underlying factors for the entire cohort based on extracting the maximum common variance among the variables of the OSPRO-YF. The exploratory factor analysis established how strongly different mental health characteristics were intercorrelated. A scree plot technique was then applied to reduce these factor groupings (based on Eigenvalues above 1.0) into a set of distinct factors. Predicted factor scores of these latent variables were generated and were subsequently used as explanatory variables in the multivariable analysis that identified variables associated with HOOS JR and KOOS JR scores. RESULTS Two underlying mental health factors were identified using exploratory factor analysis and the scree plot; we labeled them "pain coping" and "mood." For patients with knee OA, after accounting for confounders, worse mood and worse pain coping were associated with greater levels of incapability (KOOS JR) in separate models but when analyzed in a combined model, pain coping (regression coefficient -4.3 [95% confidence interval -5.4 to -3.2], partial R 2 0.076; p < 0.001) had the strongest relationship, and mood was no longer associated. Similarly, for hip OA, pain coping (regression coefficient -5.4 [95% CI -7.8 to -3.1], partial R 2 0.10; p < 0.001) had the strongest relationship, and mood was no longer associated. CONCLUSION This study simplifies the multitude of mental health assessments into two underlying factors: cognition (pain coping) and feelings (mood). When considered together, the association between capability and pain coping was dominant, signaling the importance of a mental health assessment in orthopaedic care to go beyond focusing on unhelpful feelings and mood (assessment of depression and anxiety) alone to include measures of pain coping, such as the Pain Catastrophizing Scale or Tampa Scale for Kinesiophobia, both of which have been used extensively in patients with musculoskeletal conditions. LEVEL OF EVIDENCE Level III, prognostic study.
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Affiliation(s)
- Prakash Jayakumar
- The Musculoskeletal Institute, The University of Texas at Austin, Dell Medical School, Austin, TX, USA
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
- Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA
- Practice Transformation Unit, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Tom J. Crijns
- Department of Orthopaedic Surgery, Mayo Clinic, Phoenix, AZ, USA
| | - Will Misciagna
- The Musculoskeletal Institute, The University of Texas at Austin, Dell Medical School, Austin, TX, USA
| | - Olivia Manickas-Hill
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
- Practice Transformation Unit, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Morven Malay
- Practice Transformation Unit, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
- Department of Physical Therapy and Occupational Therapy, Duke University, Durham, NC, USA
| | - William Jiranek
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
- Practice Transformation Unit, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Richard C. Mather
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
- Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA
- Practice Transformation Unit, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Trevor A. Lentz
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
- Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
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Qiao H, Hao X, Wang G. Effects of mind-body exercise on knee osteoarthritis: a systematic review and meta-analysis of randomized controlled trials. BMC Musculoskelet Disord 2024; 25:229. [PMID: 38515124 PMCID: PMC10958976 DOI: 10.1186/s12891-024-07278-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 02/13/2024] [Indexed: 03/23/2024] Open
Abstract
OBJECTIVE To evaluate the effect of mind-body exercise on improving knee osteoarthritis (KOA) and thereby informing osteoarthritis exercise rehabilitation. METHODS The China National Knowledge Infrastructure (CNKI), Wanfang, PubMed/Medline, Cochrane Library, Web of Science, EBSCO, Embase, Scopus, and ProQuest databases were searched to identify randomized controlled trials (RCTs) that involved tai chi, yoga, and baduanjin interventions for KOA. The search period ranged from inception to October 25, 2022. The methodological quality of the included studies was evaluated by the Cochrane risk of bias assessment tool, and the included data were statistically analyzed and plotted using Review Manager 5.3 and Stata 14.0 software. RESULTS We included 17 articles with a total of 1122 patients. Compared with the control group, mind-body exercise significantly improved patient pain (standardized mean difference (SMD) = -0.65, 95% confidence interval (CI) [-0.87, -0.42], p < 0.00001), stiffness (SMD = -0.75, 95% CI [-1.05, -0.45], p < 0.00001), physical function (SMD = -0.82, 95% CI [-1.03, -0.62], p < 0.00001), mental health (SMD = 0.31, 95% CI [0.11, 0.51], p = 0.002), and depression (SMD = -0.32, 95% CI [-0.50, -0.15], p = 0.0003). In terms of motor ability, mind-body exercise significantly increased the 6-min walking distance (SMD = 18.45, 95% CI [5.80, 31.10], p = 0.004) and decreased timed up and go test time (SMD = -1.15, 95% CI [-1.71, -0.59], p < 0.0001). CONCLUSIONS The current study showed that mind-body exercise is safe and effective for KOA patients. However, given the methodological limitations of the included studies, additional high-quality evidence is needed to support the conclusions of this study.
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Affiliation(s)
- Hujun Qiao
- School of Physical Education, Soochow University, Suzhou, 215021, China.
- Changzhi University, Changzhi, 046000, China.
| | - Xin Hao
- Changzhi University, Changzhi, 046000, China
| | - Guoxiang Wang
- School of Physical Education, Soochow University, Suzhou, 215021, China.
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Rathbun AM, Shardell MD, Gallo JJ, Ryan AS, Stuart EA, Schuler MS, Dong Y, Beamer B, Mehta R, Peer JE, Hochberg MC. Time-varying treatment effect modification of oral analgesic effectiveness by depressive symptoms in knee osteoarthritis: an application of structural nested mean models in a prospective cohort. Int J Epidemiol 2024; 53:dyad152. [PMID: 37934603 DOI: 10.1093/ije/dyad152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 10/23/2023] [Indexed: 11/09/2023] Open
Abstract
BACKGROUND Depressive symptoms are common in knee osteoarthritis (OA), exacerbate knee pain severity and may influence outcomes of oral analgesic treatments. The aim was to assess whether oral analgesic effectiveness in knee OA varies by fluctuations in depressive symptoms. METHODS The sample included Osteoarthritis Initiative (OAI) participants not treated with oral analgesics at enrolment (n = 1477), with radiographic disease at the first follow-up visit (defined as the index date). Oral analgesic treatment and depressive symptoms, assessed with the Center for Epidemiological Studies Depression [(CES-D) score ≥16] Scale, were measured over three annual visits. Knee pain severity was measured at visits adjacent to treatment and modifier using the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain subscale (rescaled range = 0-100). Structural nested mean models (SNMMs) estimated causal mean differences in knee pain severity comparing treatment versus no treatment. RESULTS The average causal effects of treated versus not treated for observations without depressive symptoms showed negligible differences in knee pain severity. However, causal mean differences in knee pain severity comparing treatment versus no treatment among observations with depressive symptoms increased over time from -0.10 [95% confidence interval (CI): -9.94, 9.74] to -16.67 (95% CI: -26.33, -7.01). Accordingly, the difference in average causal effects regarding oral analgesic treatment for knee pain severity between person-time with and without depressive symptoms was largest (-16.53; 95% CI: -26.75, -6.31) at the last time point. Cumulative treatment for 2 or 3 years did not yield larger causal mean differences. CONCLUSIONS Knee OA patients with persistent depressive symptoms and chronic pain may derive more analgesic treatment benefit than those without depressive symptoms and less pain.
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Affiliation(s)
- Alan M Rathbun
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle D Shardell
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Joseph J Gallo
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Alice S Ryan
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Geriatric Research Education and Clinical Center, VA Maryland Health Care System, Baltimore, MD, USA
| | - Elizabeth A Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Yu Dong
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Brock Beamer
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Geriatric Research Education and Clinical Center, VA Maryland Health Care System, Baltimore, MD, USA
| | - Rhea Mehta
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jason E Peer
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
- Mental Health Clinical Care Center, VA Maryland Health Care System, Baltimore, MD, USA
| | - Marc C Hochberg
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Medical Clinical Care Center, VA Maryland Health Care System, Baltimore, MD, USA
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Huang Z, Bucklin MA, Guo W, Martin JT. Disease progression and clinical outcomes in latent osteoarthritis phenotypes: Data from the Osteoarthritis Initiative. RESEARCH SQUARE 2024:rs.3.rs-3855831. [PMID: 38343849 PMCID: PMC10854315 DOI: 10.21203/rs.3.rs-3855831/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/19/2024]
Abstract
The prevalence of knee osteoarthritis (OA) is widespread and the heterogeneous patient factors and clinical symptoms in OA patients impede developing personalized treatments for OA patients. In this study, we used unsupervised and supervised machine learning to organize the heterogeneity in knee OA patients and predict disease progression in individuals from the Osteoarthritis Initiative (OAI) dataset. We identified four distinct knee OA phenotypes using unsupervised learning that were defined by nutrition, disability, stiffness, and pain (knee and back) and were strongly related to disease fate. Interestingly, the absence of supplemental vitamins from an individual's diet was protective from disease progression. Moreover, we established a phenotyping tool and prognostic model from 5 variables (WOMAC disability score of the right knee, WOMAC total score of the right knee, WOMAC total score of the left knee, supplemental vitamins and minerals frequency, and antioxidant combination multivitamins frequency) that can be utilized in clinical practice to determine the risk of knee OA progression in individual patients. We also developed a prognostic model to estimate the risk for total knee replacement and provide suggestions for modifiable variables to improve long-term knee health. This combination of unsupervised and supervised data-driven tools provides a framework to identify knee OA phenotype in a clinical scenario and personalize treatment strategies.
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Affiliation(s)
- Zeyu Huang
- Department of Orthopaedic Surgery, Orthopaedic Research Institute, West China Hospital, West China Medical School, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Mary A. Bucklin
- Department of Orthopedic Surgery, Rush University, Chicago, Illinois, USA
| | - Weihua Guo
- Department of Immuno-oncology, City of Hope, National Medical Center, Duarte, California, USA
| | - John T. Martin
- Department of Orthopedic Surgery, Rush University, Chicago, Illinois, USA
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Huang Z, Bucklin MA, Guo W, Martin JT. Disease progression and clinical outcomes in latent osteoarthritis phenotypes: Data from the Osteoarthritis Initiative. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.14.23299525. [PMID: 38168330 PMCID: PMC10760291 DOI: 10.1101/2023.12.14.23299525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
The prevalence of knee osteoarthritis (OA) is widespread and the heterogeneous patient factors and clinical symptoms in OA patients impede developing personalized treatments for OA patients. In this study, we used unsupervised and supervised machine learning to organize the heterogeneity in knee OA patients and predict disease progression in individuals from the Osteoarthritis Initiative (OAI) dataset. We identified four distinct knee OA phenotypes using unsupervised learning that were defined by nutrition, disability, stiffness, and pain (knee and back) and were strongly related to disease fate. Interestingly, the absence of supplemental vitamins from an individual's diet was protective from disease progression. Moreover, we established a phenotyping tool and prognostic model from 5 variables (WOMAC disability score of the right knee, WOMAC total score of the right knee, WOMAC total score of the left knee, supplemental vitamins and minerals frequency, and antioxidant combination multivitamins frequency) that can be utilized in clinical practice to determine the risk of knee OA progression in individual patients. We also developed a prognostic model to estimate the risk for total knee replacement and provide suggestions for modifiable variables to improve long-term knee health. This combination of unsupervised and supervised data-driven tools provides a framework to identify knee OA phenotype in a clinical scenario and personalize treatment strategies.
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Kandel H, Chen JY, Sahebjada S, Chong EW, Wiffen S, Watson SL. Cross-Linking Improves the Quality of Life of People With Keratoconus: A Cross-Sectional and Longitudinal Study From the Save Sight Keratoconus Registry. Cornea 2023; 42:1377-1383. [PMID: 36729643 DOI: 10.1097/ico.0000000000003185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/20/2022] [Indexed: 02/03/2023]
Abstract
PURPOSE The purpose of this study was to comprehensively evaluate the patient-reported quality-of-life (QoL) outcomes after corneal cross-linking for keratoconus. METHODS This Save Sight Keratoconus Registry study used cross-sectional and longitudinal designs. For the cross-sectional study, 532 patients with keratoconus (mean age 30.9 ± 11.9 years; 31.6% female) completed the Keratoconus Outcomes Research Questionnaire (KORQ) and 343 patients with keratoconus (mean age 28.3 ± 10.7 years; 32.7% female) completed the Impact of Vision Impairment (IVI) questionnaires. Similarly, for the longitudinal study, 39 patients (mean age 24.2 ± 8.4 years; 23.1% female) completed the KORQ and 16 patients (mean age 27.9 ± 17.1 years; 50.0% female) completed the IVI questionnaire before and after 6 months of cross-linking. The QoL data were analyzed using the Andrich Rating Scale Model of Rasch analysis. RESULTS For both cross-sectional and longitudinal studies, the KORQ and IVI scales demonstrated satisfactory psychometric properties [ordered and well-spaced categories, variance explained by the measure 52%-73%, person separation index 2.4-3.9, and fit statistics <1.3 (most cases)]. The patients who had not undergone corneal cross-linking had worse mean activity limitation than those with cross-linking ( P = 0.008). However, the differences in symptoms and emotional scores between the groups were not statistically significant (both P > 0.05). The longitudinal study showed that cross-linking was associated with improved activity limitation, symptoms, and emotional scores. CONCLUSIONS The KORQ and IVI are psychometrically robust tools to evaluate the QoL outcomes of corneal cross-linking. Cross-linking is associated with improved activity limitation, symptoms, and emotional status.
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Affiliation(s)
- Himal Kandel
- Faculty of Medicine and Health, Save Sight Institute, The University of Sydney, Sydney, Australia
- Sydney Eye Hospital, Sydney, Australia
| | - Jern Yee Chen
- Flinders Medical Centre, Flinders University, Adelaide, Australia
| | - Srujana Sahebjada
- Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Centre for Eye Research Australia, Melbourne, Australia
- Department of Surgery, Ophthalmology, The University of Melbourne, Melbourne, Australia
| | - Elaine W Chong
- Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Centre for Eye Research Australia, Melbourne, Australia
- Department of Ophthalmology, Royal Melbourne Hospital, Melbourne, Australia; and
| | | | - Stephanie L Watson
- Faculty of Medicine and Health, Save Sight Institute, The University of Sydney, Sydney, Australia
- Sydney Eye Hospital, Sydney, Australia
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Jin X, Liang W, Zhang L, Cao S, Yang L, Xie F. Economic and Humanistic Burden of Osteoarthritis: An Updated Systematic Review of Large Sample Studies. PHARMACOECONOMICS 2023; 41:1453-1467. [PMID: 37462839 DOI: 10.1007/s40273-023-01296-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/12/2023] [Indexed: 10/13/2023]
Abstract
OBJECTIVE A previous systematic literature review demonstrated a significant economic and humanistic burden on patients with osteoarthritis (OA). The aim of this study was to systematically review and update the burden of OA reported by large sample studies since 2016. METHODS We searched Medline (via Ovid) and Embase using the updated search strategy based on the previous review. Those studies with a sample size ≥ 1000 and measuring the cost (direct or indirect) or health-related quality of life (HRQL) of OA were included. Pairs of reviewers worked independently and in duplicate. An arbitrator was consulted to resolve discrepancies between reviewers. The Kappa value was calculated to examine the agreement between reviewers. All costs were converted to 2021 US dollars according to inflation rates and exchange rates. RESULTS A total of 1230 studies were screened by title and abstract and 159 by full text, and 54 studies were included in the review. The Kappa value for the full-text screening was 0.71. Total annual OA-related direct costs ranged from US$326 in Japan to US$19,530 in the US. Total annual all-cause direct costs varied from US$173 in Italy to US$41,433 in the US. The annual indirect costs ranged from US$736 in the US to US$18,884 in the Netherlands. Thirty-four studies reported HRQL, with EQ-5D (13, 38%) and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) (6, 18%) being the most frequently used instruments. The EQ-VAS and utility scores ranged from 41.5 to 81.7 and 0.3 to 0.9, respectively. The ranges of WOMAC pain (range 0-20, higher score for worse health), stiffness (range 0-8), and physical functioning (range 0-68) were 2.0-3.0, 1.0-5.0, and 5.8-42.8, respectively. CONCLUSION Since 2016, the ranges of direct costs of OA became wider, while the HRQL of patients remained poor. More countries outside the US have published OA-related disease burden using registry databases.
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Affiliation(s)
- Xuejing Jin
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Wanxian Liang
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Lining Zhang
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Shihuan Cao
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Lujia Yang
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Feng Xie
- Department of Health Research Methods, Evidence, and Impact (formerly Clinical Epidemiology and Biostatistics), Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
- Centre for Health Economics and Policy Analysis, Faculty of Health Sciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada.
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11
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Werner DM, Golightly YM, Tao M, Post A, Wellsandt E. Environmental Risk Factors for Osteoarthritis: The Impact on Individuals with Knee Joint Injury. Rheum Dis Clin North Am 2022; 48:907-930. [PMID: 36333003 DOI: 10.1016/j.rdc.2022.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Osteoarthritis is a debilitating chronic condition involving joint degeneration, impacting over 300 million people worldwide. This places a high social and economic burden on society. The knee is the most common joint impacted by osteoarthritis. A common cause of osteoarthritis is traumatic joint injury, specifically injury to the anterior cruciate ligament. The purpose of this review is to detail the non-modifiable and modifiable risk factors for osteoarthritis with particular focus on individuals after anterior cruciate ligament injury. After reading this, health care providers will better comprehend the wide variety of factors linked to osteoarthritis.
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Affiliation(s)
- David M Werner
- Office of Graduate Studies, Medical Sciences Interdepartmental Area, University of Nebraska Medical Center, 987815 Nebraska Medical Center, Omaha, NE 68198-7815, USA; Division of Physical Therapy Education, College of Allied Health Professions, University of Nebraska Medical Center, 984420 Nebraska Medical Center, Omaha, NE 68198-4420, USA.
| | - Yvonne M Golightly
- College of Allied Health Professions, University of Nebraska Medical Center, 984035 Nebraska Medical Center Omaha, NE 68198-4035, USA
| | - Matthew Tao
- Division of Physical Therapy Education, College of Allied Health Professions, University of Nebraska Medical Center, 984420 Nebraska Medical Center, Omaha, NE 68198-4420, USA; Department of Orthopedic Surgery and Rehabilitation, University of Nebraska Medical Center, 984420 Nebraska Medical Center, Omaha, NE 68198-4420, USA
| | - Austin Post
- College of Medicine, University of Nebraska Medical Center, 984420 Nebraska Medical Center, Omaha, NE 68198-4420, USA
| | - Elizabeth Wellsandt
- Division of Physical Therapy Education, College of Allied Health Professions, University of Nebraska Medical Center, 984420 Nebraska Medical Center, Omaha, NE 68198-4420, USA; Department of Orthopedic Surgery and Rehabilitation, University of Nebraska Medical Center, 984420 Nebraska Medical Center, Omaha, NE 68198-4420, USA
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12
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Xue D, Li N, Li L, Huang Y, Men K, Meng Q, Zhang S. Sarcopenia is an independent risk factor for depression in patients with advanced lung cancer. Support Care Cancer 2022; 30:9659-9665. [PMID: 36203065 DOI: 10.1007/s00520-022-07384-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/02/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND Depression is the most prevalent psychological issue among cancer patients and can seriously affect patients' life and disease prognosis and even lead to suicide. Sarcopenia is a manifestation of cancer cachexia, a chronic progressive process. It is accompanied by a sustained decrease in skeletal muscle mass, muscle strength, and physical function and likewise has various negative effects on the patient. This study aimed to evaluate sarcopenia and other factors that may affect depression in patients with lung cancer and to further analyze and discuss. METHODS A total of 104 eligible patients were enrolled in this cross-sectional study, using the Hamilton Depression Scale to assess depression, obtaining the psoas muscle index (PMI) by computed tomography (CT), and performing the diagnosis of sarcopenia. Clinical and personal characteristics were collected by electronic medical records. RESULTS We evaluated a total of 104 hospitalized cancer patients in this analysis, with mean age = 57.8 ± 11.0 years, and 65.38% (68) were female. We found that up to 31.7% (33) of the participants had depression and 61.5% (64) of the participants had sarcopenia, and no statistical differences were found among depressed and non-depressed patients in relation to age, smoking, gender, performance status, and pathology. Patients with sarcopenia have more than four times the risk of suffering from depression than patients without sarcopenia (OR = 4.133, 95%CI = 1.390-12.287; p = 0.011). Similarly, the possibility of depression in patients with PD (progressive disease) as efficacy evaluation increased by 13.482 times (95%CI = 2.121-85.679, p = 0.006). CONCLUSION In individuals with terminal lung cancer, depression and sarcopenia are prevalent. A strong association between the two is now thought to exist. Sarcopenia and efficacy evaluation are independent risk factors for depression. The correlation between sarcopenia and depression underscores the need for early intervention by our clinicians.
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Affiliation(s)
- Dinglong Xue
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Ning Li
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Lijun Li
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yaru Huang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Kaiya Men
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Qingwei Meng
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
| | - Shuai Zhang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
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13
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Capella M, Risitano S, Sabatini L, Faccenda C, Barberis L, Camazzola D, Bosco F, Giustra F, Massè A. Tibial condylar valgus osteotomy for the treatment of intra-articular varus deformity of the knee. ANNALS OF JOINT 2022; 7:37. [PMID: 38529161 PMCID: PMC10929301 DOI: 10.21037/aoj-22-19] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/08/2022] [Indexed: 03/27/2024]
Abstract
The increasing incidence and distribution of primary and post-traumatic knee osteoarthritis (OA) in the young, active population has renewed interest in joint-preserving procedures. High tibial osteotomy (HTO) represents the most common treatment for medial knee OA associated with varus tibial deformity. However, deformities may also be related to intra-articular defects that an extra-articular procedure could not correct. The tibial condylar valgus osteotomy (TCVO) represents an intra-articular surgical technique for treating advanced medial knee OA with lateral joint subluxation. Currently, only a few papers with small samples and limited follow-up report the use of TCVO for the treatment of intra-articular deformities. Indications and operative techniques are various and not standardized. After an extensive search of PubMed, Scopus and Cochrane library, the main purpose of this paper is to summarize and discuss the indications, surgical techniques, and outcomes of intra-articular osteotomies while also reporting the preoperative planning and surgical procedure performed at our institution. These characteristics allow earlier weight-bearing and faster complete recovery. TCVO is an effective procedure to correct lower limbs' intra-articular defects from degenerative conditions developmental and post-traumatic deformities. This surgical technique, working at the intra-articular level, leads to some benefits related to restoring joint congruence and stability by realigning the axis of the lower limb and reducing the lateral joint subluxation. Moreover, the improved valgisation and lateralization of the mechanical axis and the limitation of the osteotomy to the medial condyle led to a better load distribution to the not osteotomy-involved compartment.
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Affiliation(s)
- Marcello Capella
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Salvatore Risitano
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Luigi Sabatini
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Carlotta Faccenda
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Luca Barberis
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Daniele Camazzola
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Francesco Bosco
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Fortunato Giustra
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Alessandro Massè
- Department of Orthopaedics, Traumatology and Rehabilitation, C.T.O. Hospital, AOU Città della Salute e della Scienza, University of Turin, Turin, Italy
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14
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Zhu HQ, Luo J, Wang XQ, Zhang XA. Non-invasive brain stimulation for osteoarthritis. Front Aging Neurosci 2022; 14:987732. [PMID: 36247995 PMCID: PMC9557732 DOI: 10.3389/fnagi.2022.987732] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 08/26/2022] [Indexed: 11/13/2022] Open
Abstract
Osteoarthritis (OA) is a degenerative joint disease, the prevalence of OA is increasing, and the elderly are the most common in patients with OA. OA has a severe impact on the daily life of patients, this increases the demand for treatment of OA. In recent years, the application of non-invasive brain stimulation (NIBS) has attracted extensive attention. It has been confirmed that NIBS plays an important role in regulating cortical excitability and oscillatory rhythm in specific brain regions. In this review, we summarized the therapeutic effects and mechanisms of different NIBS techniques in OA, clarified the potential of NIBS as a treatment choice for OA, and provided prospects for further research in the future.
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Affiliation(s)
- Hui-Qi Zhu
- College of Kinesiology, Shenyang Sport University, Shenyang, China
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Jing Luo
- Department of Sport Rehabilitation, Xi’an University of Sport, Xi’an, China
| | - Xue-Qiang Wang
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
- Department of Rehabilitation Medicine, Shanghai Shangti Orthopaedic Hospital, Shanghai, China
- Xue-Qiang Wang,
| | - Xin-An Zhang
- College of Kinesiology, Shenyang Sport University, Shenyang, China
- *Correspondence: Xin-An Zhang,
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15
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Jayakumar P, Galea VP, Geng M, Moore MG, Bozic KJ, Koenig KM. Functional Outcomes of a Musculoskeletal Integrated Practice Providing Comprehensive Whole Person Care for Hip Osteoarthritis. J Arthroplasty 2022; 37:S471-S478.e1. [PMID: 35288247 DOI: 10.1016/j.arth.2022.03.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/03/2022] [Accepted: 03/03/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Outcomes of hip osteoarthritis (OA) management within integrated practice units (IPUs) are lacking. This study reports 6-month and 1-year patient-reported outcomes (PROs) of IPU care, the proportion of patients achieving minimal clinically important difference (MCID) and substantial clinical benefit (SCB) at 1 year, and baseline factors associated with the likelihood of achieving MCID and SCB. METHODS We retrospectively evaluated 1009 new patients presenting to an IPU with hip OA between October 2017 and June 2020. Patients experienced multidisciplinary team-based management. Individuals with baseline and 6-month PROs or baseline and 1-year PROs (Hip Disability and Osteoarthritis Outcome Score Joint Replacement, HOOS JR) were included. We used anchor-based MCID and SCB thresholds and multivariable binary logistic regression models to identify baseline factors associated with achieving 1-year MCID and SCB. RESULTS HOOS JR increased from baseline to 6 months (Δ = 19.1 ± 2.1, P = .065) and baseline to 1 year (Δ = 35.8 ± 2.9, P < .001). At 1 year, 72.7% (IPU only) and 88% (IPU-based total hip arthroplasty [THA]) achieved MCID (P < .001), and 62.3% (IPU only) and 88% (IPU-based THA) achieved SCB (P < .001). In multivariable regression, lower baseline HOOS JR scores (r = 0.96, P = .04), undergoing THA (r = 0.213, P < .001), and fewer symptoms of generalized anxiety (r = 0.932, P = .018) were independently associated with achieving MCID at 1 year. The same factors were independently associated with achieving SCB at 1 year. Lower baseline anxiety (Generalized Anxiety Disorder Questionnaire-7 item) and greater hip-related preoperative limitations result in greater likelihood of achieving MCID and SCB. CONCLUSION Significant improvements in patient outcomes can be achieved by IPUs providing comprehensive care for hip OA including the management of psychological distress. Future prospective studies should compare the outcomes of IPUs with traditional care in managing diverse patient phenotypes.
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Affiliation(s)
| | - Vincent P Galea
- The University of Texas at Austin, Dell Medical School, Austin, TX; New York Medical College, School of Medicine, New York, NY
| | - Michael Geng
- The University of Texas at Austin, Dell Medical School, Austin, TX; Texas A&M University, Engineering Medicine Program, Houston, TX
| | - Meredith G Moore
- The University of Texas at Austin, Dell Medical School, Austin, TX; Department of Plastic Surgery, University of South Florida, Tampa, FL
| | - Kevin J Bozic
- The University of Texas at Austin, Dell Medical School, Austin, TX
| | - Karl M Koenig
- The University of Texas at Austin, Dell Medical School, Austin, TX
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16
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Lu H, Wang L, Zhou W, Jin S, Chen H, Su Y, Li N, Shang S. Bidirectional association between knee osteoarthritis and depressive symptoms: evidence from a nationwide population-based cohort. BMC Musculoskelet Disord 2022; 23:213. [PMID: 35248017 PMCID: PMC8897877 DOI: 10.1186/s12891-022-05137-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 02/18/2022] [Indexed: 11/15/2022] Open
Abstract
Background Both knee osteoarthritis (KOA) and depressive symptoms (DS) are major public health issues affecting the quality of life. This study aimed to examine the association between KOA and DS. Methods Data were gathered from the China Health and Retirement Longitudinal Study in 2011–2015 which surveyed middle-aged to elderly individuals and their spouses in 28 provinces in China. An adjusted Cox proportional hazards regression model was used to estimate hazard ratios (HRs). Results The analysis for baseline KOA and the subsequent risk of DS was based on 2582 participants without baseline DS. During the follow-up, KOA patients were more likely to have DS than non-KOA participants (adjusted HR = 1.38: 95% CI = 1.23 to 1.83). The analysis for baseline DS and the subsequent risk of KOA was based on 4293 participants without baseline KOA, those with DS were more likely to develop KOA than non-DS participants (adjusted HR = 1.51: 95% CI = 1.26 to 1.81). Subgroup analysis showed sex and age had no significant moderating effect on the KOA-DS association. Conclusions Our results provide evidence that the association between KOA and DS is bidirectional. Therefore, primary prevention and management of KOA and DS should consider this relationship. Supplementary Information The online version contains supplementary material available at 10.1186/s12891-022-05137-8.
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17
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Naumov AV, Vorobyeva NM, Khovasova NO, Moroz VI, Meshkov AD, Manevich TM, Tkacheva ON, Kotovskaya YV, Selezneva EV, Ovcharova LN. The prevalence of osteoarthritis and its association with geriatric syndromes in people over 65: data from the Russian epidemiological study EVKALIPT. TERAPEVT ARKH 2022; 93:1482-1490. [DOI: 10.26442/00403660.2021.12.201268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 01/14/2022] [Indexed: 11/22/2022]
Abstract
Background. Osteoarthritis (OA) in elderly and senile patients is not only common, but also one of the main diseases affecting the duration of active life, its quality, the appearance of addictions and loss of autonomy. Data on the relationship between OA and geriatric syndromes (GS) in our country are extremely scarce.
Aim. To estimate the prevalence of OA and to analyze its associations with HS in persons aged 65 years.
Materials and methods. The study included 4308 people (30% of men) aged 65 to 107 years, living in 11 regions of Russia. The patients were divided into 2 groups: with OA (n=2464) and without OA (n=1821). All patients underwent a comprehensive geriatric assessment.
Results. The prevalence of OA was 57.6%. With age, the frequency of OA increased significantly. According to the results of a comprehensive geriatric assessment, patients with OA had lower walking speed, the sum of points on the Bartel, Lawton scales and a short battery of physical functioning tests and higher the sum of points on the geriatric scale of depression and the age is not a hindrance scale. Patients with OA rated the quality of life and health status lower and higher the intensity of pain syndrome. Patients with OA were more likely to use any assistive device, with the exception of a wheelchair. In patients with OA, the most common HS were chronic pain syndrome (92%), senile asthenia syndrome (64%), basic (66%) and instrumental (56%) dependence in everyday life, cognitive impairment (62%), probable depression (51%) and urinary incontinence (50%). Univariate regression analysis showed that OA is associated with a 1.23.0-fold increase in the risk of a number of GS and a 28% decrease in the risk of malnutrition.
Conclusion. OA is widespread in the elderly population. The presence of OA is associated with a number of GS associated with loss of autonomy.
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18
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Wang ST, Ni GX. Depression in Osteoarthritis: Current Understanding. Neuropsychiatr Dis Treat 2022; 18:375-389. [PMID: 35237034 PMCID: PMC8883119 DOI: 10.2147/ndt.s346183] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 02/06/2022] [Indexed: 02/05/2023] Open
Abstract
Depression, one of the most common comorbidities with osteoarthritis (OA), affects patient prognosis and quality of life. It also increases the overall burden of disease. This subgroup of patients has not been effectively managed in clinical settings. The study aimed to direct physicians' attention to the co-occurrence of depression and OA. Therefore, this review summarizes the relevant literature published over the past 10 years. The focus is on the prevalence of and risk factors for depression in OA, the effects of depression on OA development and treatment response, comorbidity mechanisms, screening, and non-pharmacological treatment. The research on the etiology of depression has been driven largely by epidemiological studies. Recent studies have shown that high levels of pain, poor levels of function, high numbers of OA sites, and slow gait might be associated with depression. However, the pathophysiology of OA and depression comorbidities remains unclear. In addition to immune inflammation and structural changes in the brain, which have been documented in brain imaging studies, psychosocial factors may also play a role. The evidence indicates that depression can be treated with early intervention; however, adjustments may need to be made for individuals with comorbid depression in OA. It is recommended that health care providers pay more attention to depressive symptoms in patients with OA. Clinicians should develop and implement an individualized and comprehensive treatment plan for patients based on a mental health assessment and in teams with other professionals to optimize treatment outcomes.
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Affiliation(s)
- Shen-Tao Wang
- School of Sport Medicine and Rehabilitation, Beijing Sport University, Beijing, People’s Republic of China
| | - Guo-Xin Ni
- School of Sport Medicine and Rehabilitation, Beijing Sport University, Beijing, People’s Republic of China
- Correspondence: Guo-Xin Ni, Tel +86-10-62989780, Fax +86-10-62989670, Email
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19
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Remes O, Mendes JF, Templeton P. Biological, Psychological, and Social Determinants of Depression: A Review of Recent Literature. Brain Sci 2021; 11:1633. [PMID: 34942936 PMCID: PMC8699555 DOI: 10.3390/brainsci11121633] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/08/2021] [Accepted: 11/12/2021] [Indexed: 12/15/2022] Open
Abstract
Depression is one of the leading causes of disability, and, if left unmanaged, it can increase the risk for suicide. The evidence base on the determinants of depression is fragmented, which makes the interpretation of the results across studies difficult. The objective of this study is to conduct a thorough synthesis of the literature assessing the biological, psychological, and social determinants of depression in order to piece together the puzzle of the key factors that are related to this condition. Titles and abstracts published between 2017 and 2020 were identified in PubMed, as well as Medline, Scopus, and PsycInfo. Key words relating to biological, social, and psychological determinants as well as depression were applied to the databases, and the screening and data charting of the documents took place. We included 470 documents in this literature review. The findings showed that there are a plethora of risk and protective factors (relating to biological, psychological, and social determinants) that are related to depression; these determinants are interlinked and influence depression outcomes through a web of causation. In this paper, we describe and present the vast, fragmented, and complex literature related to this topic. This review may be used to guide practice, public health efforts, policy, and research related to mental health and, specifically, depression.
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Affiliation(s)
- Olivia Remes
- Institute for Manufacturing, University of Cambridge, Cambridge CB3 0FS, UK
| | | | - Peter Templeton
- IfM Engage Limited, Institute for Manufacturing, University of Cambridge, Cambridge CB3 0FS, UK;
- The William Templeton Foundation for Young People’s Mental Health (YPMH), Cambridge CB2 0AH, UK
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20
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Parmelee PA, Behrens EA, Costlow Hill K, Cox BS, DeCaro JA, Keefe FJ, Smith DM. Momentary Associations of Osteoarthritis Pain and Affect: Depression as Moderator. J Gerontol B Psychol Sci Soc Sci 2021; 77:1240-1249. [PMID: 34865030 DOI: 10.1093/geronb/gbab221] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE This research examined main and moderating effects of global depressive symptoms upon in-the-moment associations of pain and affect among individuals with knee osteoarthritis (OA). Effects of depression on short-term change in pain and affect were also examined. METHOD Older adults with physician-confirmed OA (N=325) completed a baseline interview tapping global depressive symptoms, followed by an experience sampling protocol that captured momentary pain and affect 4 times daily for 7 days. Multilevel models controlling demographics and health conditions examined main and moderating effects of depression on momentary associations of pain with positive (PA) and negative affect (NA). Similar methods addressed short-term change in pain and affect. Auxiliary analyses explored broad associations of depressive symptoms with person-level averages and variability in pain and affect. RESULTS Global depression predicted current pain, PA, and NA as well as change in pain and affect over a 3-8 hour period. Further, both in the moment and over short periods, the association of pain and NA was stronger among persons higher in depressive symptoms. No moderating effect for the PA-pain association was found. Depressive symptoms were also associated with variability in pain and affect, particularly NA. DISCUSSION Results confirm previous work on the relation of chronic pain with both global depressive symptoms and short-term affect. This research further demonstrates a unique moderating role of depression on the association of momentary pain with NA, and suggests that the causal path may be stronger from pain to affect than vice versa.
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Affiliation(s)
- Patricia A Parmelee
- Alabama Research Institute on Aging and Department of Psychology, The University of Alabama
| | - Emily A Behrens
- Alabama Research Institute on Aging and Department of Psychology, The University of Alabama
| | - Kyrsten Costlow Hill
- Alabama Research Institute on Aging and Department of Psychology, The University of Alabama
| | - Brian S Cox
- Alabama Research Institute on Aging and Department of Psychology, The University of Alabama
| | | | - Francis J Keefe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center
| | - Dylan M Smith
- Program in Public Health and Department of Family, Population, and Preventive Medicine, Stony Brook University
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