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Duong V, Abdel Shaheed C, Ferreira ML, Narayan SW, Venkatesha V, Hunter DJ, Zhu J, Atukorala I, Kobayashi S, Goh SL, Briggs AM, Cross M, Espinosa-Morales R, Fu K, Guillemin F, Keefe F, Stefan Lohmander L, March L, Milne GJ, Mei Y, Mobasheri A, Namane M, Peat G, Risberg MA, Sharma S, Sit R, Telles RW, Zhang Y, Cooper C. Risk factors for the development of knee osteoarthritis across the lifespan: A systematic review and meta-analysis. Osteoarthritis Cartilage 2025:S1063-4584(25)00860-X. [PMID: 40174718 DOI: 10.1016/j.joca.2025.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 03/17/2025] [Accepted: 03/19/2025] [Indexed: 04/04/2025]
Abstract
OBJECTIVE To identify and quantify risk factors for incident knee osteoarthritis (KOA) across the lifespan. METHODS This systematic review and meta-analysis identified eligible studies from seven electronic databases and three registries. Longitudinal cohort studies or randomised controlled trials evaluating participants who developed incident symptomatic and/or radiographic KOA were included. Two independent reviewers completed data screening and extraction. Estimates were pooled using a random effects model and reported as odds ratio (OR), hazard ratio, or risk ratio and corresponding 95% confidence intervals (95% CI). Grading of Recommendations, Assessment, Development and Evaluation was used to determine the certainty of evidence. Population attributable fractions were calculated, including risk factors significantly associated with radiographic KOA based on the pooled meta-analysis and where we could determine communality scores using existing clinical datasets. RESULTS We identified 131 studies evaluating > 150 risk factors. Previous knee injury, older age and high bone mineral density were associated with an increased risk of incident radiographic KOA based on the pooled analysis [OR (95% CI): 2.67 (1.41, 5.05), 1.15 (1.00, 1.33) and 1.82 (1.12, 2.94), respectively], with moderate-to-high certainty. Two risk factors (overweight/obesity and previous knee injury) accounted for 14% of incident radiographic KOA. Other modifiable risk factors, including occupational physical activity, also contribute to radiographic or symptomatic KOA. CONCLUSION Novel strategies addressing known modifiable risk factors including overweight/obesity, knee injuries and occupational physical activity are needed to reduce overall burden of KOA. SYSTEMATIC REVIEW REGISTRATION PROSPERO ID: CRD42023391187.
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Affiliation(s)
- Vicky Duong
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia.
| | - Christina Abdel Shaheed
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia; Faculty of Medicine and Health, School of Public Health, University of Sydney, Level 10N, King George V Building, Royal Prince Alfred Hospital, Sydney 2050, New South Wales, Australia.
| | - Manuela L Ferreira
- The George Institute for Global Health, Faculty of Medicine and Health, The University of New South Wales, Level 18, International Towers 3, 300 Barangaroo Ave, Barangaroo, Sydney 2000, New South Wales, Australia
| | - Sujita W Narayan
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia; Faculty of Medicine and Health, School of Public Health, University of Sydney, Level 10N, King George V Building, Royal Prince Alfred Hospital, Sydney 2050, New South Wales, Australia
| | - Venkatesha Venkatesha
- Northern Sydney Local Health District Executive, Royal North Shore Hospital, The Kolling Institute, Level 10, St Leonards, Sydney 2065, New South Wales, Australia
| | - David J Hunter
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia; Department of Rheumatology, Royal North Shore Hospital, Clinical Administration 7C, St Leonards, Sydney 2065, New South Wales, Australia
| | - Jimmy Zhu
- Department of Rheumatology, Royal North Shore Hospital, Clinical Administration 7C, St Leonards, Sydney 2065, New South Wales, Australia; Liverpool Hospital, Sydney, New South Wales, Australia
| | - Inoshi Atukorala
- Department of Clinical Medicine, University of Colombo, Colombo, Sri Lanka
| | - Sarah Kobayashi
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia
| | - Siew Li Goh
- Centre for Epidemiology and Evidence-Based Practice, Universiti Malaya, Kuala Lumpur, Malaysia; Sports and Exercise Medicine Research and Education Group, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Andrew M Briggs
- Curtin School of Allied Health, Curtin University, Perth 6845, Western Australia, Australia
| | - Marita Cross
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia; Department of Rheumatology, Royal North Shore Hospital, Clinical Administration 7C, St Leonards, Sydney 2065, New South Wales, Australia
| | - Rolando Espinosa-Morales
- National Institute of Rehabilitation, National University Autonomous of Mexico, Mexico City, Mexico
| | - Kai Fu
- Department of Orthopedic Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 600 Yishan Road, Xuhui District, Shanghai 200233, China
| | | | - Francis Keefe
- Duke Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - L Stefan Lohmander
- Department of Clinical Sciences Lund, Orthopedics, Lund University, PO Box 117, Lund 22100, Sweden
| | - Lyn March
- Sydney Musculoskeletal Health, Kolling Institute, Faculty of Medicine and Health, University of Sydney, Level 10, St Leonards, Sydney 2065, New South Wales, Australia; Department of Rheumatology, Royal North Shore Hospital, Clinical Administration 7C, St Leonards, Sydney 2065, New South Wales, Australia
| | - George J Milne
- Marshall Centre for Infectious Disease Research and Department of Computer Science and Software Engineering, University of Western Australia, 35 Stirling Highway, Crawley 6009, Western Australia, Australia
| | - Yifang Mei
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Southern University of Science and Technology/The Third People's Hospital of Shenzhen, 29 Bulan Road, Longgang District, Shenzhen 518000, China
| | - Ali Mobasheri
- Research Unit of Health Sciences and Technology, Faculty of Medicine, University of Oulu, Oulu, Finland; State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania; Department of Joint Surgery, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China; World Health Organization Collaborating Center for Public Health Aspects of Musculoskeletal Health and Aging, Université de Liège, Liège, Belgium
| | - Mosedi Namane
- Division of Family Medicine, Department of Family, Community and Emergency Medicine, University of Cape Town, Cape Town, South Africa
| | - George Peat
- Centre for Applied Health & Social Care Research (CARe), Sheffield Hallam University, Robert Winston Building, Collegiate Campus, Sheffield, United Kingdom
| | - May Arna Risberg
- Department of Sport Medicine, Norwegian School Sport Sciences, P. Box 4014 Ullevaal Stadion, 0806 Oslo, Norway; Division of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway
| | - Saurab Sharma
- Pain Management and Research Centre, Royal North Shore Hospital, Northern Sydney Local Health District, Douglas Building, St Leonards, Sydney 2065, New South Wales, Australia; School of Health Sciences, Faculty of Medicine and Health, University of New South Wales, Sydney, New South Wales, Australia; Pain Management Research Institute, Kolling Institute, Faculty of Medicine and Health, the University of Sydney and Northern Sydney Local Health District, St Leonard's, NSW, Australia
| | - Regina Sit
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong
| | - Rosa Weiss Telles
- Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil; Rheumatology Service, Hospital das Clínicas da UFMG/Ebserh, Belo Horizonte, Brazil
| | - Yuqing Zhang
- Division of Rheumatology, Allergy and Immunology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Bulfinch 165, Boston, MA 02114, USA
| | - Cyrus Cooper
- University of Southampton, Southampton, United Kingdom; Institute of Musculoskeletal Science, University of Oxford, Oxfordshire, United Kingdom
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Tang S, Zhang C, Oo WM, Fu K, Risberg MA, Bierma-Zeinstra SM, Neogi T, Atukorala I, Malfait AM, Ding C, Hunter DJ. Osteoarthritis. Nat Rev Dis Primers 2025; 11:10. [PMID: 39948092 DOI: 10.1038/s41572-025-00594-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/10/2025] [Indexed: 05/09/2025]
Abstract
Osteoarthritis is a heterogeneous whole-joint disease that can cause pain and is a leading cause of disability and premature work loss. The predominant disease risk factors - obesity and joint injury - are well recognized and modifiable. A greater understanding of the complex mechanisms, including inflammatory, metabolic and post-traumatic processes, that can lead to disease and of the pathophysiology of pain is helping to delineate mechanistic targets. Currently, management is primarily focused on alleviating the main symptoms of pain and obstructed function through lifestyle interventions such as self-management programmes, education, physical activity, exercise and weight management. However, lack of adherence to known effective osteoarthritis therapeutic strategies also contributes to the high global disease burden. For those who have persistent symptoms that are compromising quality of life and have not responded adequately to core treatments, joint replacement is an option to consider. The burden imparted by the disease causes a substantial impact on individuals affected in terms of quality of life. For society, this disease is a substantial driver of increased health-care costs and underemployment. This Primer highlights advances and controversies in osteoarthritis, drawing key insights from the current evidence base.
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Affiliation(s)
- Su'an Tang
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Department of Spinal Surgery, Orthopedic Medical Center, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Institute of Exercise and Rehabilitation Science, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Changqing Zhang
- Department of Orthopedic Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Win Min Oo
- Department of Rheumatology, Royal North Shore Hospital and Sydney Musculoskeletal Health, Faculty of Medicine and Health Science, Kolling Institute, University of Sydney, Sydney, Australia
- Department of Physical Medicine and Rehabilitation, Mandalay General Hospital, University of Medicine, Mandalay, Myanmar
| | - Kai Fu
- Department of Orthopedic Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - May Arna Risberg
- Department of Sport Medicine, Norwegian School Sport Sciences, Oslo, Norway
| | - Sita M Bierma-Zeinstra
- Department of General Practice, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Tuhina Neogi
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Inoshi Atukorala
- Department of Clinical Medicine, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - Anne-Marie Malfait
- Department of Internal Medicine, Division of Rheumatology, Rush University Medical Center, Chicago, IL, USA
| | - Changhai Ding
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China.
- Institute of Exercise and Rehabilitation Science, Zhujiang Hospital, Southern Medical University, Guangzhou, China.
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia.
| | - David J Hunter
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China.
- Department of Orthopedic Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Department of Rheumatology, Royal North Shore Hospital and Sydney Musculoskeletal Health, Faculty of Medicine and Health Science, Kolling Institute, University of Sydney, Sydney, Australia.
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Papadakis Z, Stamatis A, Almajid R, Appiah-Kubi K, Smith ML, Parnes N, Boolani A. Addressing Biomechanical Errors in the Back Squat for Older Adults: A Clinical Perspective for Maintaining Neutral Spine and Knee Alignment. J Funct Morphol Kinesiol 2024; 9:224. [PMID: 39584877 PMCID: PMC11587132 DOI: 10.3390/jfmk9040224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 11/02/2024] [Accepted: 11/06/2024] [Indexed: 11/26/2024] Open
Abstract
Background/Objectives: Falls pose a significant health risk for older adults, often due to balance disorders and decreased mobility. Methods: The ability to perform sit-to-stand transfers, which involve squatting, is crucial for daily independence. Incorporating squats into exercise routines can enhance lower body strength, reduce fall risk, and improve overall quality of life. Results: While the back squat is beneficial, proper form is essential to avoid biomechanical errors, like lumbar hyperlordosis and knee valgus. Conclusions: Health and fitness professionals, such as physical therapists and/or clinical exercise physiologists, should carefully guide older adults in performing the back squat, addressing any functional deficits, and ensuring proper technique to minimize the risk of injury and maximize the benefits.
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Affiliation(s)
- Zacharias Papadakis
- Human Performance Laboratory, Department of Health Promotion and Clinical Practice, College of Health and Wellness, Barry University, Miami Shores, FL 33161, USA
| | - Andreas Stamatis
- Health and Sport Sciences, University of Louisville, Louisvile, KY 40292, USA;
- Sports Medicine Institute, University of Louisville Health, Louisvile, KY 40202, USA
| | - Rania Almajid
- Department of Physical Therapy, School of Health Sciences, Stockton University, Calloway, NJ 08205, USA;
| | - Kwadwo Appiah-Kubi
- Department of Physical Therapy, Clarkson University, Potsdam, NY 13676, USA;
| | - Matthew Lee Smith
- Department of Health Behavior, Center for Community Health and Aging, School of Public Health, Texas A&M University, College Station, TX 77843, USA;
| | - Nata Parnes
- Carthage Area Hospital, Carthage, NY 13619, USA;
| | - Ali Boolani
- Human Performance and Nutrition Research Institute, Oklahoma State University, Stillwater, OK 74078, USA;
- Department of Physiology and Pharmacology, College of Health Sciences, Oklahoma State University, Stillwater, OK 74107, USA
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Jiang X, Xie K, Chen H, Zhang K, Hu Y, Kan T, Sun L, Ai S, Zhu X, Zhang L, Yan M, Wang L. A Radiographic Analysis of Coronal Morphological Parameters of Lower Limbs in Chinese Non-knee Osteoarthritis Populations. Orthop Surg 2024; 16:452-461. [PMID: 38088238 PMCID: PMC10834221 DOI: 10.1111/os.13952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 10/22/2023] [Accepted: 10/24/2023] [Indexed: 02/03/2024] Open
Abstract
OBJECTIVES Analyzing the lower limb coronal morphological parameters in populations without knee osteoarthritis (KOA) holds significant value in predicting, diagnosing, and formulating surgical strategies for KOA. This study aimed to comprehensively analyze the variability in these parameters among Chinese non-KOA populations, employing a substantial sample size. METHODS A cross-sectional retrospective analysis was performed on the Chinese non-KOA populations (n = 407; 49.9% females). The study employed an in-house developed artificial intelligence software to meticulously assess the coronal morphological parameters of all 814 lower limbs. The parameters evaluated included the hip-knee-ankle angle (HKAA), weight-bearing line ratio (WBLR), joint line convergence angle (JLCA), mechanical lateral-proximal-femoral angle (mLPFA), mechanical lateral-distal-femoral angle (mLDFA), mechanical medial-proximal-tibial angle (mMPTA), and mechanical lateral-distal-tibial angle (mLDTA). Differences in these parameters were compared between left and right limbs, different genders, and different age groups (with 50 years as the cut-off point). RESULTS HKAA and JLCA exhibited left-right differences (left vs. right: 178.2° ± 3.0° vs. 178.6° ± 2.9° for HKAA, p = 0.001; and 1.8° ± 1.5° vs. 1.4° ± 1.6° for JLCA, p < 0.001); except for the mLPFA, all other parameters show gender-related differences (male vs. female: 177.9° ± 2.8° vs. 179.0° ± 3.0° for HKAA, p < 0.001; 1.5° ± 1.5° vs. 1.8° ± 1.7° for JLCA, p = 0.003; 87.1° ± 2.1° vs. 88.1° ± 2.1° for mMPTA, p < 0.001; 90.2° ± 4.0° vs. 91.1° ± 3.2° for mLDTA, p < 0.001; 38.7% ± 12.9% vs. 43.6% ± 14.1% for WBLR, p < 0.001; and 87.7° ± 2.3° vs. 87.4° ± 2.7° for mLDTA, p = 0.045); mLPFA increase with age (younger vs. older: 90.1° ± 7.2° vs. 93.4° ± 4.9° for mLPFA, p < 0.001), while no statistical difference exists for other parameters. CONCLUSIONS There were differences in lower limb coronal morphological parameters among Chinese non-KOA populations between left and right sides, different genders, and age.
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Affiliation(s)
- Xu Jiang
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Kai Xie
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Hongyu Chen
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Kai Zhang
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Yuqi Hu
- School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
| | - Tianyou Kan
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Lin Sun
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Songtao Ai
- Department of RadiologyShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Xianping Zhu
- Department of Orthopaedic SurgeryTaizhou Central HospitalTaizhouChina
| | - Lichi Zhang
- School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
| | - Mengning Yan
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
| | - Liao Wang
- Shanghai Frontiers Science Center of Degeneration and Regeneration in Skeletal System, Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic SurgeryShanghai Jiao Tong University of Medicine affiliated Ninth People's HospitalShanghaiChina
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Pelletier JP, Dorais M, Paiement P, Raynauld JP, Martel-Pelletier J. Risk factors associated with the occurrence of total knee arthroplasty in patients with knee osteoarthritis: a nested case–control study. Ther Adv Musculoskelet Dis 2022; 14:1759720X221091359. [PMID: 35510169 PMCID: PMC9058358 DOI: 10.1177/1759720x221091359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 03/15/2022] [Indexed: 11/17/2022] Open
Abstract
Objectives: The aim of this study was to investigate changes over time in osteoarthritis risk factors most closely associated with the occurrence of total knee arthroplasty (TKA). We hypothesize that the robustness of a longitudinal case–control study will provide new information on the association between changes in various clinical and structural parameters in different time frames before TKA. Methods: Cases (195; TKA after cohort entry) and controls (468) matched for age, gender, income, WOMAC pain, Kellgren–Lawrence grade and follow-up duration were from the Osteoarthritis Initiative cohort. Associations between changes in sociodemographic, clinical, imaging and osteoarthritis therapies with the occurrence of TKA were performed using conditional logistic regression analyses. Results: Worsening of WOMAC scores (cOR 1.02–1.20, p ⩽ 0.012), KOOS (1.02–1.04, p ⩽ 0.014), knee injuries sustained in the previous 30–40 years (women 2.70, p = 0.034) and valgus alignment (1.10, p = 0.052) were associated with the occurrence of TKA. Also associated with TKA was cartilage volume loss in the lateral (overall 1.76, p = 0.025; women 1.93, p = 0.047) and medial compartments (⩾10%, overall 1.54, p = 0.027; men 2.34, p = 0.008), occurrence of medial meniscal extrusion (overall 1.77, p = 0.046; men 2.86, p = 0.028), and increase in bone marrow lesions (BMLs) for women (1.09, p = 0.048). The association of risk factors with TKA was reinforced when both an increase in WOMAC pain and cartilage volume loss (1.85, p = 0.001) were combined. Pain medication usage, mainly narcotics and intra-articular steroid injections (IASI), was also associated with TKA, with no impact on changes in cartilage loss or structure. Conclusion: This study provides new information about gender differences in risk factors associated with the occurrence of TKA. Worsening of valgus alignment, cartilage volume loss in the lateral compartment, BMLs and older injuries are important risk factors in women, while medial compartment cartilage loss and meniscal extrusion are in men. The use of pain medication and IASI although associated was found not causal with TKA.
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Affiliation(s)
- Jean-Pierre Pelletier
- Osteoarthritis Research Unit, University of Montreal Hospital Research Centre (CRCHUM), 900 Saint-Denis, Suite R11.412A, Montreal, QC H2X 0A9, Canada
| | - Marc Dorais
- StatSciences Inc., Notre-Dame-de-l’Île-Perrot, QC, Canada
| | | | - Jean-Pierre Raynauld
- Osteoarthritis Research Unit, University of Montreal Hospital Research Centre (CRCHUM), Montreal, QC, Canada
| | - Johanne Martel-Pelletier
- Osteoarthritis Research Unit, University of Montreal Hospital Research Centre (CRCHUM), Montreal, QC, Canada
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