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van Buuren MMA, Riedstra NS, van den Berg MA, Boel FDEM, Ahedi H, Arbabi V, Arden NK, Bierma-Zeinstra SMA, Boer CG, Cicuttini F, Cootes TF, Crossley K, Felson D, Gielis WP, Heerey J, Jones G, Kluzek S, Lane NE, Lindner C, Lynch JA, Van Meurs J, Mosler AB, Nelson AE, Nevitt M, Oei E, Runhaar J, Tang J, Weinans H, Agricola R. Cohort profile: Worldwide Collaboration on OsteoArthritis prediCtion for the Hip (World COACH) - an international consortium of prospective cohort studies with individual participant data on hip osteoarthritis. BMJ Open 2024; 14:e077907. [PMID: 38637130 PMCID: PMC11029301 DOI: 10.1136/bmjopen-2023-077907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 02/20/2024] [Indexed: 04/20/2024] Open
Abstract
PURPOSE Hip osteoarthritis (OA) is a major cause of pain and disability worldwide. Lack of effective therapies may reflect poor knowledge on its aetiology and risk factors, and result in the management of end-stage hip OA with costly joint replacement. The Worldwide Collaboration on OsteoArthritis prediCtion for the Hip (World COACH) consortium was established to pool and harmonise individual participant data from prospective cohort studies. The consortium aims to better understand determinants and risk factors for the development and progression of hip OA, to optimise and automate methods for (imaging) analysis, and to develop a personalised prediction model for hip OA. PARTICIPANTS World COACH aimed to include participants of prospective cohort studies with ≥200 participants, that have hip imaging data available from at least 2 time points at least 4 years apart. All individual participant data, including clinical data, imaging (data), biochemical markers, questionnaires and genetic data, were collected and pooled into a single, individual-level database. FINDINGS TO DATE World COACH currently consists of 9 cohorts, with 38 021 participants aged 18-80 years at baseline. Overall, 71% of the participants were women and mean baseline age was 65.3±8.6 years. Over 34 000 participants had baseline pelvic radiographs available, and over 22 000 had an additional pelvic radiograph after 8-12 years of follow-up. Even longer radiographic follow-up (15-25 years) is available for over 6000 of these participants. FUTURE PLANS The World COACH consortium offers unique opportunities for studies on the relationship between determinants/risk factors and the development or progression of hip OA, by using harmonised data on clinical findings, imaging, biomarkers, genetics and lifestyle. This provides a unique opportunity to develop a personalised hip OA risk prediction model and to optimise methods for imaging analysis of the hip.
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Affiliation(s)
- Michiel M A van Buuren
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Noortje S Riedstra
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Myrthe A van den Berg
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Fleur D E M Boel
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Harbeer Ahedi
- Institute for Medical Research, University of Tasmania Menzies, Hobart, Tasmania, Australia
| | - Vahid Arbabi
- Department of Orthopedics, UMC Utrecht, Utrecht, Netherlands
- Orthopaedic-Biomechanics Research Group, Department of Mechanical Engineering, Faculty of Engineering, University of Birjand, Birjand, Iran
| | - Nigel K Arden
- Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford Nuffield, Oxford, Oxfordshire, UK
| | | | - Cindy G Boer
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Flavia Cicuttini
- Department of Epidemiology and Preventative Medicine, Monash University, Melbourne, Victoria, Australia
| | - Timothy F Cootes
- Centre for Imaging Sciences, The University of Manchester, Manchester, UK
| | - Kay Crossley
- La Trobe Sport and Exercise Medicine Research Centre, La Trobe University School of Allied Health Human Services and Sport, Melbourne, Victoria, Australia
| | - David Felson
- Boston University School of Medicine, Boston, Massachusetts, USA
| | - Willem Paul Gielis
- Department of Orthopedics, UMC Utrecht, Utrecht, Netherlands
- Department of Radiology, UMC Utrecht, Utrecht, Netherlands
| | - Joshua Heerey
- La Trobe Sport and Exercise Medicine Research Centre, La Trobe University School of Allied Health Human Services and Sport, Melbourne, Victoria, Australia
| | - Graeme Jones
- Institute for Medical Research, University of Tasmania Menzies, Hobart, Tasmania, Australia
| | - Stefan Kluzek
- Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford Nuffield, Oxford, Oxfordshire, UK
| | - Nancy E Lane
- Department of Medicine, University of California Davis School of Medicine, Sacramento, California, USA
| | - Claudia Lindner
- Centre for Imaging Sciences, The University of Manchester, Manchester, UK
| | - John A Lynch
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - J Van Meurs
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Andrea B Mosler
- La Trobe Sport and Exercise Medicine Research Centre, La Trobe University School of Allied Health Human Services and Sport, Melbourne, Victoria, Australia
| | - Amanda E Nelson
- Thurston Arthritis Research Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - M Nevitt
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Edwin Oei
- Department of Radiology & Nuclear Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Jos Runhaar
- Department of General Practice, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Jinchi Tang
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
| | - Harrie Weinans
- Department of Orthopedics, UMC Utrecht, Utrecht, Netherlands
- Department of Biomechanical Engineering, TU Delft, Delft, Zuid-Holland, Netherlands
| | - Rintje Agricola
- Department of Orthopaedics and Sports Medicine, Erasmus Medical Center, Rotterdam, Zuid-Holland, Netherlands
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Löffler MT, Ngarmsrikam C, Giesler P, Joseph GB, Akkaya Z, Lynch JA, Lane NE, Nevitt M, McCulloch CE, Link TM. Effect of weight loss on knee joint synovitis over 48 months and mediation by subcutaneous fat around the knee: data from the Osteoarthritis Initiative. BMC Musculoskelet Disord 2024; 25:300. [PMID: 38627635 PMCID: PMC11022396 DOI: 10.1186/s12891-024-07397-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 03/29/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Obesity influences the development of osteoarthritis via low-grade inflammation. Progression of local inflammation (= synovitis) increased with weight gain in overweight and obese women compared to stable weight. Synovitis could be associated with subcutaneous fat (SCF) around the knee. Purpose of the study was to investigate the effect of weight loss on synovitis progression and to assess whether SCF around the knee mediates the relationship between weight loss and synovitis progression. METHODS We included 234 overweight and obese participants (body mass index [BMI] ≥ 25 kg/m2) from the Osteoarthritis Initiative (OAI) with > 10% weight loss (n = 117) or stable overweight (< ± 3% change, n = 117) over 48 months matched for age and sex. In magnetic resonance imaging (MRI) at baseline and 48 months, effusion-synovitis and Hoffa-synovitis using the MRI Osteoarthritis Knee Score (MOAKS) and average joint-adjacent SCF (ajSCF) were assessed. Odds-ratios (ORs) for synovitis progression over 48 months (≥ 1 score increase) were calculated in logistic regression models adjusting for age, sex, baseline BMI, Physical Activity Scale for the Elderly (PASE), and baseline SCF measurements. Mediation of the effect of weight loss on synovitis progression by local SCF change was assessed. RESULTS Odds for effusion-synovitis progression decreased with weight loss and ajSCF decrease (odds ratio [OR] = 0.61 and 0.56 per standard deviation [SD] change, 95% confidence interval [CI] 0.44, 0.83 and 0.40, 0.79, p = 0.002 and 0.001, respectively), whereas odds for Hoffa-synovitis progression increased with weight loss and ajSCF decrease (OR = 1.47 and 1.48, CI 1.05, 2.04 and 1.02, 2.13, p = 0.024 and 0.038, respectively). AjSCF decrease mediated 39% of the effect of weight loss on effusion-synovitis progression. CONCLUSIONS Effusion-synovitis progression was slowed by weight loss and decrease in local subcutaneous fat. Hoffa-synovitis characterized by fluid in the infrapatellar fat pad increased at the same time, suggesting a decreasing fat pad rather than active synovitis. Decrease in local subcutaneous fat partially mediated the systemic effect of weight loss on synovitis.
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Affiliation(s)
- Maximilian T Löffler
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA.
- Department of Diagnostic and Interventional Radiology, University Medical Center Freiburg, Freiburg, Germany.
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum Rechts Der Isar, Technical University of Munich, Munich, Germany.
| | - Chotigar Ngarmsrikam
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA
| | - Paula Giesler
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA
- Department of Diagnostic and Interventional Radiology, University Medical Center Freiburg, Freiburg, Germany
| | - Gabby B Joseph
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA
| | - Zehra Akkaya
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA
- Department of Radiology, Ankara University Faculty of Medicine, Ankara, Turkey
| | - John A Lynch
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA
| | - Nancy E Lane
- Department of Medicine and Center for Musculoskeletal Health, University of California, Davis, Sacramento, CA, USA
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Charles E McCulloch
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Thomas M Link
- Department of Radiology and Biomedical Imaging, University of California, 185 Berry St, Suite 350, Lobby 6, San Francisco, CA, 94143, USA
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Aoyagi K, Jafarzadeh SR, Carlesso L, Law LF, Lewis CE, Nevitt M, Neogi T. Mediating Effect of Pain Sensitization on the Paradoxical Relation of Taking Opioids to Pain Severity in Knee Osteoarthritis: The Multicenter Osteoarthritis Study. Arthritis Care Res (Hoboken) 2024; 76:403-408. [PMID: 37750238 PMCID: PMC10922135 DOI: 10.1002/acr.25244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 08/16/2023] [Accepted: 11/21/2023] [Indexed: 09/27/2023]
Abstract
OBJECTIVE One of the less understood adverse effects while taking opioids is the paradoxical increase in pain, known as opioid-induced hyperalgesia (OIH). We sought to determine whether pain sensitization mediates the relation of taking an opioid to pain severity in people with knee osteoarthritis (OA). METHODS We included participants in a National Institutes of Health-funded cohort study of people with or at risk of knee OA. Participants were categorized into opioid and nonopioid analgesic groups at baseline. Western Ontario McMaster Universities OA Index (WOMAC) pain two years later was assessed as the outcome. We used causal mediation analysis to assess the mediating role of pain sensitization, quantified by changes in pressure pain threshold (PPT) at the wrist and patella over two years, on the effect of taking an opioid on WOMAC pain two years later. RESULTS We included 296 participants who took opioids and 1,070 participants who took nonopioid analgesics. Compared with taking nonopioid analgesics, taking opioids was associated with greater pain two years later. This relation was mediated by 0.05- and 0.08-unit changes in wrist PPT (95% confidence interval [CI] 0.01-0.10) and patellar PPT (95% CI 0.02-0.14), respectively. When we assessed any worsening in WOMAC pain score over two years, taking opioids, compared with taking nonopioid analgesics, had 2% and 5% higher odds of experiencing any worsening pain mediated by changes in wrist PPT (95% CI 0.99-1.04) and patellar PPT (95% CI 1.01-1.09), respectively. CONCLUSION Pain sensitization had small mediating effects on the paradoxical phenomenon of OIH, suggesting that pain sensitization may not play a major role and/or that PPT is an inadequate tool to assess OIH.
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Affiliation(s)
- Kosaku Aoyagi
- University of Texas at El Paso, El Paso, TX, USA
- Boston University School of Medicine, Boston, MA, USA
| | | | | | | | | | - Michael Nevitt
- University of California San Francisco, San Francisco, CA, USA
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, MA, USA
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Liew JW, Jarraya M, Guermazi A, Lynch J, Felson D, Nevitt M, Lewis CE, Torner J, Roemer FW, Crema MD, Wang N, Becce F, Rabasa G, Pascart T, Neogi T. Intra-Articular Mineralization on Computerized Tomography of the Knee and Risk of Cartilage Damage: The Multicenter Osteoarthritis Study. Arthritis Rheumatol 2024. [PMID: 38369918 DOI: 10.1002/art.42832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 02/07/2024] [Accepted: 02/15/2024] [Indexed: 02/20/2024]
Abstract
OBJECTIVE Intra-articular (IA) mineralization may contribute to osteoarthritis (OA) structural progression. We studied the association of IA mineralization on knee computed tomography (CT) with cartilage damage worsening on knee magnetic resonance imaging (MRI), with a focus on location- and tissue-specific effects. METHODS Participants from the Multicenter Osteoarthritis Study with knee CT and MRI scans were included. Presence of IA mineralization on CT was defined as a Boston University Calcium Knee Score >0 anywhere in the knee. Cartilage worsening on MRI was defined as any increase in the MRI OA Knee Score, including incident damage. We evaluated the association of whole-knee, compartment-specific (ie, medial or lateral), and subregion-specific (ie, location-matched) IA mineralization at baseline with cartilage worsening at two years' follow-up in the corresponding locations using binomial regression with generalized estimating equations, adjusting for age, sex, and body mass index (BMI). RESULTS We included 1,673 participants (mean age 60 years, 56% female, mean BMI 29). Nine percent had any IA mineralization in the knee, and 47.4% had any cartilage worsening on follow-up. Mineralization of any tissue in the knee, regardless of location, was not associated with MRI cartilage worsening. However, cartilage mineralization was associated with 1.39 (95% confidence interval 1.04-1.88) times higher risk of cartilage worsening in the same compartment, with similar results in subregion-specific analysis. CONCLUSION CT-detected IA mineralization in the cartilage was associated with higher risk of MRI cartilage worsening in the same compartment and subregion over two years. These findings suggest potential localized, tissue-specific effects of IA mineralization on cartilage pathology in knee OA.
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Affiliation(s)
| | - Mohammed Jarraya
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | | | | | | | | | - Frank W Roemer
- Universitätsklinikum Erlangen & Friedrich-Alexander Universität Erlangen Nürnberg, Erlangen, Germany, and Boston University, Boston, Massachusetts
| | - Michel D Crema
- Institut d'Imagerie du Sport, Institut National du Sport, de l'Expertise et de la Performance, Paris, France
| | - Na Wang
- Boston University, Boston, Massachusetts
| | - Fabio Becce
- Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | | | - Tristan Pascart
- Lille Catholic Hospitals and University of Lille, Lomme, France
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Neelapala YVR, Neogi T, Kumar D, Jarraya M, Macedo L, Kobsar D, Hanna S, Frey-Law LA, Lewis CE, Nevitt M, Appleton T, Birmingham T, Carlesso LC. Exploring different models of pain phenotypes and their association with pain worsening in people with early knee osteoarthritis: The MOST cohort study. Osteoarthritis Cartilage 2024; 32:210-219. [PMID: 37709187 PMCID: PMC10903761 DOI: 10.1016/j.joca.2023.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 08/21/2023] [Accepted: 09/07/2023] [Indexed: 09/16/2023]
Abstract
OBJECTIVE To determine i) pain phenotypes (PP) in people with early-stage knee osteoarthritis (EKOA); ii) the longitudinal association between the phenotypes and pain worsening at two years. DESIGN We studied participants with EKOA from the Multicenter Osteoarthritis Study defined as pain intensity ≤3/10, Kellgren and Lawrence grade ≤2, intermittent pain none to sometimes, and no constant pain. Two models of PP were explored. Model A included pressure pain thresholds, temporal summation, conditioned pain modulation, pain catastrophizing, sleep quality, depression, and widespread pain (WSP). In Model B, gait characteristics, quadriceps strength, comorbidities, and magnetic resonance imaging features were added to Model A. Latent Class Analysis was used to create phenotypes, and logistic regression was used to determine their association with pain worsening. RESULTS 750 individuals (60% females), mean age [standard deviation (SD)]: 60.3 (9.4) were included in Model A and 333 individuals (60% females), mean age (SD): 59.4 (8.1) in Model B. 3-class and 4-class solutions were chosen for Model A and Model B. In Model A, the most "severe" phenotype was dominated by psychosocial factors, WSP, and measures of nervous system sensitization. Similarly in Model B, the Model A phenotype plus gait variables, quadriceps strength, and comorbidities were dominant. Surprisingly, none of the phenotypes in either model had a significant relationship with pain worsening. CONCLUSION Phenotypes based upon various factors thought to be important for the pain experience were identified in those with EKOA but were not significantly related to pain worsening. These phenotypes require validation with clinically relevant endpoints.
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Affiliation(s)
| | - Tuhina Neogi
- Department of Medicine, Chobanian & Avedisian Boston University School of Medicine, United States.
| | - Deepak Kumar
- Boston University College of Health & Rehabilitation Sciences, Sargent College, United States.
| | - Mohamed Jarraya
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, United States.
| | - Luciana Macedo
- School of Rehabilitation Science, McMaster University, Hamilton, Canada.
| | - Dylan Kobsar
- Department of Kinesiology, McMaster University, Hamilton, Canada.
| | - Steven Hanna
- Department of Health Research Methods, Faculty of Health Sciences, McMaster University, Hamilton, Canada.
| | - Laura A Frey-Law
- Department of Physical Therapy and Rehabilitation Science, University of Iowa, United States.
| | - Cora E Lewis
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, United States.
| | - Michael Nevitt
- Epidemiology & Biostatistics, University of California San Francisco, United States.
| | - Tom Appleton
- Department of Medicine and Physiology & Pharmacology, Western University, Canada.
| | | | - Lisa C Carlesso
- School of Rehabilitation Science, McMaster University, Hamilton, Canada.
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Lanois CJ, Collins N, Neogi T, Guermazi A, Roemer FW, LaValley M, Nevitt M, Torner J, Lewis CE, Stefanik JJ. Associations between anterior knee pain and 2-year patellofemoral cartilage worsening: The MOST study. Osteoarthritis Cartilage 2024; 32:93-97. [PMID: 37783341 PMCID: PMC10842622 DOI: 10.1016/j.joca.2023.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 08/24/2023] [Accepted: 09/17/2023] [Indexed: 10/04/2023]
Abstract
OBJECTIVE Anterior knee pain (AKP) is associated with patellofemoral osteoarthritis (PFOA), but longitudinal studies are lacking. If AKP precedes PFOA, it may create an opportunity to identify and intervene earlier in the disease process. The purpose of this study was to examine the longitudinal relation of AKP to worsening patellofemoral (PF) cartilage over two years. DESIGN Participants were recruited from the Multicenter Osteoarthritis Study, a longitudinal study of individuals with or at risk for knee osteoarthritis (OA). Exclusion criteria included bilateral knee replacements, arthritis other than OA, and radiographic PFOA. At baseline, participants completed a knee pain map questionnaire and underwent knee magnetic resonance imaging (MRI). Imaging was repeated at 2-year follow-up. Exposure was presence of frequent AKP. Outcome was worsening cartilage damage in the PF joint defined as increase in MRI Osteoarthritis Knee Score from baseline to 2 years. Log-binomial models were used to calculate risk ratios (RR). RESULTS One knee from 1083 participants (age 56.7 ± 6.6 years; body mass index 28.0 ± 4.9 kg/m2) was included. Frequent AKP and frequent isolated AKP were present at baseline in 14.5% and 3.6%, respectively. Frequent AKP was associated with an increased risk (RR: 1.78, 95% confidence interval: 1.21, 2.62) of 2-year worsening cartilage damage in the lateral PF compartment. No association was found between frequent AKP and worsening in the medial PF joint. CONCLUSION Frequent AKP at baseline was associated with worsening cartilage damage in the lateral PF joint over 2 years.
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Affiliation(s)
- C J Lanois
- Northeastern University, Boston, MA, United States
| | - N Collins
- The University of Queensland, Brisbane, Australia
| | - T Neogi
- Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - A Guermazi
- Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - F W Roemer
- Friedrich-Alexander University Erlangen-Nurnber, Erlangen, Germany
| | - M LaValley
- Boston University, School of Public Health, Boston, MA, United States
| | - M Nevitt
- University of California San Francisco, San Francisco, CA, United States
| | - J Torner
- University of Iowa, Iowa City, IA, United States
| | - C E Lewis
- University of Alabama at Birmingham, Birmingham, AL, United States
| | - J J Stefanik
- Northeastern University, Boston, MA, United States.
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Liew JW, Jarraya M, Guermazi A, Lynch J, Wang N, Rabasa G, Jafarzadeh SR, Nevitt M, Torner J, Lewis CE, Felson DT, Neogi T. Relation of Intra-Articular Mineralization to Knee Pain in Knee Osteoarthritis: A Longitudinal Analysis in the MOST Study. Arthritis Rheumatol 2023; 75:2161-2168. [PMID: 37410792 PMCID: PMC10770289 DOI: 10.1002/art.42649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/12/2023] [Accepted: 07/03/2023] [Indexed: 07/08/2023]
Abstract
OBJECTIVE Intra-articular (IA) calcium crystal deposition is common in knee osteoarthritis (OA), but of unclear significance. It is possible that low-grade, crystal-related inflammation may contribute to knee pain. We examined the longitudinal relation of computed tomography (CT)-detected IA mineralization to the development of knee pain. METHODS We used data from the National Institutes of Health-funded longitudinal Multicenter Osteoarthritis Study. Participants had knee radiographs and bilateral knee CTs at baseline, and pain assessments every 8 months for 2 years. CT images were scored using the Boston University Calcium Knee Score. We longitudinally examined the relation of CT-detected IA mineralization to the risk of frequent knee pain (FKP), intermittent or constant knee pain worsening, and pain severity worsening using generalized linear mixed-effects models. RESULTS We included 2,093 participants (mean age 61 years, 57% women, mean body mass index 28.8 kg/m2 ). Overall, 10.2% of knees had IA mineralization. The presence of any IA mineralization in the cartilage was associated with 2.0 times higher odds of having FKP (95% confidence interval [CI] 1.38-2.78) and 1.86 times more frequent intermittent or constant pain (95% CI 1.20-2.78), with similar results seen for the presence of any IA mineralization in the meniscus or joint capsule. A higher burden of IA mineralization anywhere within the knee was associated with a higher odds of all pain outcomes (odds ratio ranged from 2.14 to 2.21). CONCLUSION CT-detected IA mineralization was associated with risk of having more frequent, persistent, and worsening knee pain over 2 years. Targeting IA mineralization may have therapeutic potential for pain improvement in knee OA.
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Affiliation(s)
- Jean W. Liew
- Section of Rheumatology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Mohamed Jarraya
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Ali Guermazi
- Radiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - John Lynch
- University of California San Francisco, San Francisco, CA
| | - Na Wang
- School of Public Health, Boston University, Boston, MA
| | | | - S. Reza Jafarzadeh
- Section of Rheumatology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Michael Nevitt
- University of California San Francisco, San Francisco, CA
| | | | - Cora E. Lewis
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - David T. Felson
- Section of Rheumatology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Tuhina Neogi
- Section of Rheumatology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
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Jarraya M, Guermazi A, Liew JW, Tolstykh I, Lynch JA, Aliabadi P, Felson DT, Clancy M, Nevitt M, Lewis CE, Torner J, Neogi T. Prevalence of intra-articular mineralization on knee computed tomography: the multicenter osteoarthritis study. Osteoarthritis Cartilage 2023; 31:1111-1120. [PMID: 37088266 PMCID: PMC10524737 DOI: 10.1016/j.joca.2023.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 03/23/2023] [Accepted: 04/12/2023] [Indexed: 04/25/2023]
Abstract
OBJECTIVE The aim of this work was to report the prevalence of computed tomography (CT)-detected intra-articular mineralization. DESIGN We included participants from the Multicenter Osteoarthritis (MOST) Study. At the 12th year visit of the MOST study, bilateral knee CTs were first obtained. All participants also had posteroanterior and lateral radiographs of bilateral knees and completed standard questionnaires. Knee radiographs were assessed for Kellgren & Lawrence grade (KLG) and radiographic evidence of intra-articular mineralization. CT images were scored using the Boston University Calcium Knee Score (BUCKS) for cartilage, menisci, ligaments, capsule, and vasculature. Prevalence of intra-articular mineralization was computed for the total sample, and stratified by age, sex, race, Body Mass Index (BMI), presence of frequent knee pain, and KLG. We also determined distribution of mineralization in the cartilage and meniscus, and co-localization. RESULTS 4140 bilateral knees from 2070 participants were included (56.7% female, mean age 61.1 years, mean BMI: 28.8 kg/m2). On radiographs 240 knees (5.8%) had intraarticular mineralization, while CT-detected mineralization was present in 9.8% of knees. Prevalence of hyaline articular and meniscus mineralization increased with age and KL grade, and was similar by sex, BMI categories, and comparable in subjects with and without frequent knee pain. Mineralization tended to be ubiquitous in the joint, most commonly involving all three (medial/lateral tibiofemoral and patellofemoral) compartments (3.1%), while the patellofemoral compartment was the most involved compartment in isolation (1.4%). CONCLUSIONS CT of the knee provides greater visualization of intra-articular mineralization than radiographs and allows better localization of the crystal deposition within the joint. Further studies should focus on the co-localization of intra-articular crystal deposition and corresponding magnetic resonance imaging (MRI)-features of knee osteoarthritis (OA).
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Affiliation(s)
- M Jarraya
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - A Guermazi
- Department of Radiology, VA Healthcare System, Boston University School of Medicine, Boston, MA, USA
| | - J W Liew
- Department of Medicine, Boston University School of Medicine, Boston University, Boston, MA, USA
| | - I Tolstykh
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - J A Lynch
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - P Aliabadi
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - D T Felson
- Department of Medicine, Boston University School of Medicine, Boston University, Boston, MA, USA
| | - M Clancy
- Department of Medicine, Boston University School of Medicine, Boston University, Boston, MA, USA
| | - M Nevitt
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - C E Lewis
- Department of Epidemiology, University of Alabama at Birmingham, AL, USA
| | - J Torner
- Department of Epidemiology, College of Public Health, University of Iowa, IA, USA
| | - T Neogi
- Department of Medicine, Boston University School of Medicine, Boston University, Boston, MA, USA
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9
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Liew JW, Rabasa G, LaValley M, Collins J, Stefanik J, Roemer FW, Guermazi A, Lewis CE, Nevitt M, Torner J, Felson D. Development of a Magnetic Resonance Imaging-Based Definition of Knee Osteoarthritis: Data From the Multicenter Osteoarthritis Study. Arthritis Rheumatol 2023; 75:1132-1138. [PMID: 36693143 PMCID: PMC10361157 DOI: 10.1002/art.42454] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/15/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023]
Abstract
OBJECTIVE Although magnetic resonance imaging (MRI) is the imaging modality of choice for research, there is no widely accepted MRI definition of knee osteoarthritis (OA). We undertook this study to test the performance of different MRI definitions of OA. METHODS We studied Multicenter Osteoarthritis Study participants with knee symptoms using posteroanterior and lateral knee radiographs and MRIs. Radiographic OA was defined as Kellgren/Lawrence grade ≥2 in the tibiofemoral (TF) and/or patellofemoral (PF) joint. Symptomatic OA was defined using a validated questionnaire. MRI findings of cartilage damage, osteophytes, bone marrow lesions (BMLs), and synovitis were scored using the Whole-Organ MRI Score system. We compared definitions using combinations of MRI features to the validation criteria of prevalent radiographic OA and symptomatic OA. All combinations included cartilage damage score ≥2 (0-6 scale) and osteophyte score ≥2 (0-6 scale); addition of BMLs and synovitis score was also tested. We also evaluated a Delphi panel definition that defined OA differently for the PF and TF joints. For each definition, we calculated sensitivity, specificity, and the area under the curve (AUC). RESULTS We included 1,185 knees from 1,185 participants (mean age 66 years, 62% female, 89% White). Among the 1,185 knees, 482 knees had radiographic OA, and 524 knees had symptomatic OA. The MRI definitions with a cartilage score ≥2 and osteophyte score ≥2 and definitions which added BMLs or synovitis score ≥1 had the highest sensitivities (95.2% and 94.5%, respectively) for prevalent radiographic OA (AUCs 0.67 and 0.69, respectively), and also had the highest sensitivities for symptomatic OA. The Delphi panel definition had similar performance but was more complex to apply. CONCLUSION An MRI OA definition requiring cartilage damage and a small osteophyte with or without BMLs or synovitis had the best performance and was simplest for identifying radiographic OA and symptomatic OA.
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Affiliation(s)
- Jean W. Liew
- Section of Rheumatology, Boston University School of Medicine, Massachusetts
| | - Gabriela Rabasa
- Section of Rheumatology, Boston University School of Medicine, Massachusetts
| | | | - Jamie Collins
- Department of Orthopedic Surgery, Orthopedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, and Harvard Medical School, Boston, Massachusetts
| | | | - Frank W. Roemer
- Department of Radiology, Universitätsklinikum Erlangen & Friedrich-Alexander Universität Erlangen Nürnberg (FAU), Erlangen, Germany, and Department of Radiology, Boston University School of Medicine, Massachusetts
| | - Ali Guermazi
- Department of Radiology, Boston University School of Medicine, and Department of Radiology, VA Boston Healthcare System, Massachusetts
| | | | | | | | - David Felson
- Section of Rheumatology, Boston University School of Medicine, Massachusetts
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10
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Aoyagi K, Law LF, Carlesso L, Nevitt M, Lewis CE, Wang N, Neogi T. Post-surgical contributors to persistent knee pain following knee replacement: The Multicenter Osteoarthritis Study (MOST). Osteoarthr Cartil Open 2023; 5:100335. [PMID: 36798734 PMCID: PMC9926203 DOI: 10.1016/j.ocarto.2023.100335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 01/06/2023] [Accepted: 01/12/2023] [Indexed: 01/19/2023] Open
Abstract
Objective Pain persistence following knee replacement (KR) occurs in ∼20-30% of patients. Although several studies have identified preoperative risk factors for persistent post-KR pain, few have focused on post-KR contributing factors. We sought to determine whether altered nociceptive signaling and other peripheral nociceptive drivers present post-operatively contribute to post-KR pain. Design We included participants from the Multicenter Osteoarthritis Study who were evaluated ∼12 months after KR. We evaluated the relation of measures of pain sensitivity [pressure pain threshold (PPT), temporal summation (TS), and conditioned pain modulation (CPM)] and the number of painful body sites to post-KR WOMAC knee pain, and of the number of painful sites to altered nociceptive signaling using linear or logistic regression models, as appropriate. Results 171 participants (mean age 69 years, 62% female) were included. TS was associated with worse WOMAC pain post-KR (β = 0.77 95% CI:0.19-1.35) and reduced odds of achieving patient acceptable symptom state (aOR = 0.54 95%CI:0.34-0.88). Inefficient CPM was also associated with worse WOMAC pain post-KR (β = 1.43 95% CI:0.15-2.71). In contrast, PPT was not associated with these outcomes. The number of painful body sites present post-KR was associated with TS (β = 0.05, 95% CI:0.01, 0.05). Conclusions Post-KR presence of central sensitization and inefficient descending pain modulation was associated with post-KR pain. We also noted that presence of other painful body sites contributes to altered nociceptive signaling, and this may thus also contribute to the experience of knee pain post-KR. Our findings provide novel insights into central pain mechanisms and other peripheral pain sources contributing to post-KR persistent knee pain.
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Affiliation(s)
- Kosaku Aoyagi
- Section of Rheumatology, Boston University School of Medicine, Boston, MA, USA
- Department of Rehabilitation Sciences, University of Texas at El Paso, El Paso, TX, USA
| | | | | | - Michael Nevitt
- University of California San Francisco, San Francisco, CA, USA
| | | | - Na Wang
- Boston University School of Public Health, Boston, MA, USA
| | - Tuhina Neogi
- Section of Rheumatology, Boston University School of Medicine, Boston, MA, USA
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11
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Cheng KY, Strotmeyer ES, Kado DM, Schousboe JT, Schenk S, Nevitt M, Lane NE, Hughes‐Austin JM. The Association of Metabolic Syndrome and Obesity With Clinical Hip Osteoarthritis in the Study of Osteoporotic Fractures and the Osteoporotic Fractures in Men Study Cohorts. ACR Open Rheumatol 2023; 5:115-123. [PMID: 36694301 PMCID: PMC10010487 DOI: 10.1002/acr2.11518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 11/17/2022] [Accepted: 11/20/2022] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVE Metabolic dysregulation frequently co-occurs with obesity, which has been shown to be a risk factor for lower extremity osteoarthritis (OA). We evaluated the association between metabolic syndrome (MetS), alone and in combination with obesity, and hip OA. METHODS In two parallel cross-sectional analyses, we studied 403 women from the Study of Osteoporotic Fractures (SOF) and 2354 men from the Osteoporotic Fractures in Men (MrOS) study. We used multivariable logistic regression to evaluate associations of obesity (body mass index ≥30 kg/m2 ) and/or MetS (three of five National Cholesterol Education Program Adult Treatment Panel III criteria) with clinical hip OA, defined as a modified Croft score of 2 or more or total hip replacement, and pain or limited range of motion. Our analysis adjusted for demographics. RESULTS Approximately 3.5% of SOF women and 5.4% of MrOS men had clinical hip OA. Among women, obesity was not associated with hip OA, yet those with MetS had a 365% higher odds of hip OA (95% CI: 1.37-15.83). Among men, those who had obesity had a 115% higher odds of hip OA (95% CI: 1.39-3.32), yet MetS was not associated with hip OA. There was no interaction between MetS, obesity, and hip OA in either women or men. CONCLUSION In women, but not in men, MetS was associated with hip OA. In men, but not in women, obesity was associated with hip OA. These findings suggest that mechanical effects of obesity may predominate in the pathogenesis of hip OA in men, whereas metabolic effects predominate in women.
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Affiliation(s)
| | | | - Deborah M. Kado
- Stanford University, Stanford, and Geriatric Research Education and Clinical CenterPalo AltoCalifornia
| | - John T. Schousboe
- Park Nicollet Clinic and Health Partners InstituteBloomingtonMinnesota
| | - Simon Schenk
- University of California San DiegoLa JollaCalifornia
| | - Michael Nevitt
- University of CaliforniaSan FranciscoSan Francisco, California
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12
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Zertuche JP, Rabasa G, Lichtenstein AH, Matthan NR, Nevitt M, Torner J, Lewis CE, Dai Z, Misra D, Felson D. Alkylresorcinol, a biomarker for whole grain intake, and its association with osteoarthritis: the MOST study. Osteoarthritis Cartilage 2022; 30:1337-1343. [PMID: 35863678 PMCID: PMC9554937 DOI: 10.1016/j.joca.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 06/16/2022] [Accepted: 07/05/2022] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Higher intake of fiber has been associated with lower risk of incident symptomatic osteoarthritis (OA). We examined whether levels of alkylresorcinol (AR), a marker of whole grain intake, were associated with OA in subjects in The Multicenter Osteoarthritis (MOST) Study. METHOD Knee x-rays and knee pain were assessed at baseline and through 60-months. Stored baseline fasting plasma samples were analyzed for AR homologues (C17:0, C19:0, C21:0, C23:0, C25:0) and total AR levels (AR sum). Two nested case-control studies, one for incident radiographic OA and one for incident symptomatic OA were performed with participants re-assessed at 15, 30 and 60 months. Multivariable conditional logistic regression with baseline covariates including age, sex, BMI, physical activity, quadriceps strength, race, smoking, depressive symptoms, diabetes and knee injury tested the association of log transformed AR levels with OA outcomes. RESULTS Seven hundred seventy-seven subjects were, on average, in their 60's, and most were women. For 60-month cumulative incidence, there was no significant association between quartiles of AR concentration and incident radiographic (e.g., for incident radiographic OA, highest vs lowest quartile of AR sum showed RR = 0.93 (95% CI 0.59, 1.47), and for symptomatic OA RR was 1.22 (95% CI 0.76, 1.94). In secondary analyses examining 30-month incidence, high AR levels were associated with a reduced risk of X-ray OA (RR = 0.31 (95% CI 0.15, 0.64). CONCLUSION In primary analyses, AR levels were not associated with risk of OA, but secondary analyses left open the possibility that high AR levels may protect against OA.
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Affiliation(s)
| | | | | | | | - M Nevitt
- University of California, San Francisco, USA.
| | | | - C E Lewis
- University of Alabama at Birmingham, USA.
| | - Z Dai
- Flinders University, College of Medicine and Public Health, Adelaide, Australia.
| | - D Misra
- Beth Israel Deaconess Medical Center, HMS, USA.
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13
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Carlesso LC, Jafarzadeh SR, Stokes A, Felson DT, Wang N, Frey-Law L, Lewis CE, Nevitt M, Neogi T. Depressive symptoms and multi-joint pain partially mediate the relationship between obesity and opioid use in people with knee osteoarthritis. Osteoarthritis Cartilage 2022; 30:1263-1269. [PMID: 35700904 PMCID: PMC9419857 DOI: 10.1016/j.joca.2022.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 06/02/2022] [Accepted: 06/07/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To assess the relation of obesity to opioid use in people with or at risk of knee osteoarthritis (OA), and the extent to which this association is mediated by number of painful joints or depressive symptoms. METHODS We used data from the Multicenter Osteoarthritis Study, a longitudinal cohort of older adults with or at risk of knee OA. Opioid use was identified by prescription medications and self-report. Obesity was defined as BMI ≥ 30 kg/m2. Multi-joint pain was assessed using a standardized body homunculus, and depressive symptoms using the Center for Epidemiological Studies Depression scale. We quantified the direct and indirect effect of obesity on opioid use through the number of painful joints or depressive symptoms using causal mediation analysis by natural-effects models. RESULTS We studied 2,335 participants (mean age: 68; mean BMI 31 kg/m2; 60% women). Persons with obesity had ∼50% higher odds of opioid use than those without. Estimates of indirect (mediated) effect by the number of painful joints and depressive symptoms suggested an increased odds of opioid use by 34% (odds ratio [OR] = 1.34, 95% CI: 1.04, 1.70) and 35% (OR 1.35, 95% CI: 1.05, 1.71), respectively, in obese vs non-obese individuals. The total effect of obesity on opioid use was higher in women than in men. CONCLUSIONS Multi-joint pain and depressive symptoms partially explained greater opioid use among obese persons with knee OA, demonstrating that the negative impact of obesity on knee OA extends beyond its influence on knee pain and structural progression.
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Affiliation(s)
- L C Carlesso
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada.
| | | | - A Stokes
- Boston University School of Public Health, Boston, MA, USA.
| | - D T Felson
- Boston University School of Medicine, Boston, MA, USA.
| | - N Wang
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, MA, USA.
| | - L Frey-Law
- Department of Physical Therapy and Rehabilitation Science, University of Iowa, Iowa City, Iowa, USA.
| | - C E Lewis
- Department of Epidemiology, University of Alabama at Birmingham, School of Public Health, Birmingham, AL, USA.
| | - M Nevitt
- University of California, San Francisco, CA, USA.
| | - T Neogi
- Boston University School of Medicine, Boston, MA, USA.
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14
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Aoyagi K, Liew JW, Farrar JT, Wang N, Carlesso L, Kumar D, Frey Law L, Lewis CE, Nevitt M, Neogi T. Does weight-bearing versus non-weight-bearing pain reflect different pain mechanisms in knee osteoarthritis?: the Multicenter Osteoarthritis Study (MOST). Osteoarthritis Cartilage 2022; 30:545-550. [PMID: 34801670 PMCID: PMC8940656 DOI: 10.1016/j.joca.2021.10.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 10/05/2021] [Accepted: 10/19/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Knee osteoarthritis (OA) is predominantly characterized by pain with weight-bearing activities. Pain at rest also occurs but the mechanisms for this are not clear. We evaluated the relations of nociceptive signal alterations to weight-bearing and non-weight-bearing pain in knee OA. DESIGN We used data from a NIH-funded longitudinal cohort of older adults with or at risk of knee OA. We evaluated quantitative sensory testing (QST) measures (pressure pain threshold (PPT) at patellae and the wrist; mechanical temporal summation (TS); conditioned pain modulation (CPM)). Each WOMAC pain question was dichotomized as having at least moderate pain, and we further categorized them as weight-bearing pain and non-weight-bearing pain. We evaluated the relation of QST measures to each pain outcome using logistic regression, adjusting for potential confounders. RESULTS 2,749 participants (5,479 knees) were included (mean age 64 ± 11, 57% female). Each SD unit decrease in patellar PPT was associated with greater odds of both weight-bearing pain (OR 1.51 (95% CI 1.27, 1.79)) and non-weight-bearing pain (OR 1.46 (1.20-1.77)), while wrist PPT was associated with greater odds of weight-bearing pain (OR 1.27 (1.15, 1.39)) but only with pain during sitting/lying (OR 1.20 (1.01, 1.43)). TS was significantly associated with greater odds of pain with walking and stairs (OR 1.11 (1.01, 1.23), 1.11 (1.03, 1.20), respectively). CPM was not associated with any pain outcomes. CONCLUSIONS Our findings challenge the hypothesis that non-weight-bearing pain may reflect greater pain sensitization and/or inefficient CPM than weight-bearing pain in knee OA, suggesting other mechanisms are likely responsible.
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Affiliation(s)
- K Aoyagi
- Boston University School of Medicine, Boston, MA, USA.
| | - J W Liew
- Boston University School of Medicine, Boston, MA, USA.
| | - J T Farrar
- University of Pennsylvania School of Medicine, Philadelphia, PA, USA.
| | - N Wang
- Boston University School of Public Health, Boston, MA, USA.
| | | | - D Kumar
- Boston University School of Medicine, Boston, MA, USA.
| | | | - C E Lewis
- University of Alabama, Birmingham, AL, USA.
| | - M Nevitt
- University of California San Francisco, San Francisco, CA, USA.
| | - T Neogi
- Boston University School of Medicine, Boston, MA, USA.
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15
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Gates LS, Perry TA, Golightly YM, Nelson AE, Callahan LF, Felson D, Nevitt M, Jones G, Cooper C, Batt ME, Sanchez-Santos MT, Arden NK. Recreational Physical Activity and Risk of Incident Knee Osteoarthritis: An International Meta-Analysis of Individual Participant-Level Data. Arthritis Rheumatol 2022; 74:612-622. [PMID: 34730279 PMCID: PMC9450021 DOI: 10.1002/art.42001] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 09/13/2021] [Accepted: 10/07/2021] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The effect of physical activity on the risk of developing knee osteoarthritis (OA) is unclear. We undertook this study to examine the relationship between recreational physical activity and incident knee OA outcomes using comparable physical activity and OA definitions. METHODS Data were acquired from 6 global, community-based cohorts of participants with and those without knee OA. Eligible participants had no evidence of knee OA or rheumatoid arthritis at baseline. Participants were followed up for 5-12 years for incident outcomes including the following: 1) radiographic knee OA (Kellgren-Lawrence [K/L] grade ≥2), 2) painful radiographic knee OA (radiographic OA with knee pain), and 3) OA-related knee pain. Self-reported recreational physical activity included sports and walking/cycling activities and was quantified at baseline as metabolic equivalents of task (METs) in days per week. Risk ratios (RRs) were calculated and pooled using individual participant data meta-analysis. Secondary analysis assessed the association between physical activity, defined as time (hours per week) spent in recreational physical activity and incident knee OA outcomes. RESULTS Based on a total of 5,065 participants, pooled RR estimates for the association of MET days per week with painful radiographic OA (RR 1.02 [95% confidence interval (95% CI) 0.93-1.12]), radiographic OA (RR 1.00 [95% CI 0.94-1.07]), and OA-related knee pain (RR 1.00 [95% CI 0.96-1.04]) were not significant. Similarly, the analysis of hours per week spent in physical activity also showed no significant associations with all outcomes. CONCLUSION Our findings suggest that whole-body, physiologic energy expenditure during recreational activities and time spent in physical activity were not associated with incident knee OA outcomes.
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Affiliation(s)
| | | | | | | | | | - David Felson
- Boston University School of Medicine, Boston, Massachusetts
| | | | - Graeme Jones
- University of Tasmania, Hobart, Tasmania, Australia
| | - Cyrus Cooper
- Southampton General Hospital and University of Southampton, Southampton, UK
| | - Mark E Batt
- Nottingham University Hospitals, Nottingham, UK
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16
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Bucci J, Chen X, LaValley M, Nevitt M, Torner J, Lewis CE, Felson DT. Progression of Knee Osteoarthritis With Use of Intraarticular Glucocorticoids Versus Hyaluronic Acid. Arthritis Rheumatol 2022; 74:223-226. [PMID: 34807518 PMCID: PMC8795477 DOI: 10.1002/art.42031] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/10/2021] [Accepted: 11/18/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether intraarticular glucocorticoid (GC) injections are associated with increased knee osteoarthritis (OA) progression compared to hyaluronic acid (HA) injections, which have been reported to delay OA progression and knee replacement. METHODS We identified participants from 2 large cohort studies, the Osteoarthritis Initiative (OAI) and the Multicenter Osteoarthritis Study. Study visits were performed at regular intervals and included questionnaires about intraarticular GC or HA injection use in the previous 6 months and incident total knee replacement (TKR). Knee radiographs were obtained at each study visit and interpreted in a similar manner. Outcome measures were radiographic progression based on Kellgren/Lawrence (K/L) grade and joint space narrowing (JSN) for both cohorts and based on medial joint space width for OAI participants, and incident TKR. We compared preinjection and postinjection radiographs to generate rate ratios of progression comparing GC injection with HA injection. A Cox proportional hazards model was used to estimate the rate of TKR for both groups. RESULTS We studied 791 participants (980 knees) with knee OA, of whom 629 reported GC injection use and 162 HA injection use. Rate ratios of progression were similar between those receiving GCs and those receiving HA for JSN (1.00 [95% confidence interval (95% CI) 0.83-1.21]), K/L grade (1.03 [95% CI 0.83-1.29]), and medial joint space width (1.03 [95% CI 0.72-1.48]). Hazard of TKR was slightly lower for those receiving intraarticular GC compared to those receiving HA (hazard ratio 0.75 [95% CI 0.51-1.09]). CONCLUSION Intraarticular GC injections are not associated with an increased risk of knee OA progression compared to HA.
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Affiliation(s)
- Justin Bucci
- Department of Rheumatology, Boston University School of Medicine, Boston, MA
| | - Xiaoyang Chen
- Department of Rheumatology, Boston University School of Medicine, Boston, MA
| | - Michael LaValley
- Department of Biostatistics, Boston University School of Public Health
| | - Michael Nevitt
- University of California at San Francisco, San Francisco, CA
| | | | - Cora E Lewis
- University of Alabama at Birmingham, Birmingham, AL
| | - David T. Felson
- Department of Rheumatology, Boston University School of Medicine, Boston, MA,University of Manchester and the NIHR Manchester Musculoskeletal Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
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17
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Carlesso LC, Law LF, Wang N, Nevitt M, Lewis CE, Neogi T. Association of Pain Sensitization and Conditioned Pain Modulation to Pain Patterns in Knee Osteoarthritis. Arthritis Care Res (Hoboken) 2022; 74:107-112. [PMID: 32882103 PMCID: PMC7925701 DOI: 10.1002/acr.24437] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 08/10/2020] [Accepted: 08/27/2020] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To examine the cross-sectional association of ascending pain mechanisms, implicated in pain sensitization, and descending pain modulation with pain patterns and unpredictability of pain. METHODS The Multicenter Osteoarthritis Study is a longitudinal cohort of older adults with or at risk of knee osteoarthritis. Peripheral and central ascending pain mechanisms were assessed using quantitative sensory tests, pressure pain thresholds using a handheld pressure algometer (knee/peripheral and wrist/central), and temporal summation using weighted probes (wrist/central). Descending modulation was assessed by conditioned pain modulation using pressure pain thresholds and a forearm ischemia test. Pain patterns were characterized based on responses to the Intermittent and Constant Osteoarthritis Pain questionnaire: 1) no intermittent or constant pain, 2) intermittent pain only, 3) constant pain only, and 4) combined constant and intermittent pain. A question regarding frequency assessed unpredictable pain. We assessed the association of quantitative sensory test measures to pain patterns using regression models with generalized estimating equations. RESULTS There were 2,794 participants (mean age 63.9 years, body mass index 29.5 kg/m2 , and 57% female). Lower pain sensitization by wrist pressure pain threshold (odds ratio [OR] 0.80 [95% confidence interval (95% CI) 0.68, 0.93]) and adequate conditioned pain modulation (OR 1.45 [95% CI 1.10, 1.92]) were associated with having constant ± intermittent pain compared with intermittent pain only. Higher pain sensitization (by pressure pain thresholds and temporal summation) was associated with a higher likelihood of unpredictable pain. CONCLUSION Knee pain patterns appear to be related to peripheral ± central facilitated ascending pain mechanisms and descending modulatory mechanisms. These findings highlight the need for a broader approach to understanding pain mechanisms by symptomatic disease progression.
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Affiliation(s)
- Lisa C. Carlesso
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Laura Frey Law
- Department of Physical Therapy and Rehabilitation Science, University of Iowa, Iowa city, Iowa, USA
| | - Na Wang
- Biostatistics and Epidemiology Data Analytics Center (BEDAC), Boston University School of Public Health, Boston, Massachusetts, USA
| | - Michael Nevitt
- University of California, San Francisco, California, USA
| | - Cora E. Lewis
- Department of Epidemiology, University of Alabama at Birmingham, School of Public Health, Birmingham, Alabama, USA
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, Massachusetts, USA
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18
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Felson D, Rabasa G, Jafarzadeh SR, Nevitt M, Lewis CE, Segal N, White DK. Factors associated with pain resolution in those with knee pain: the MOST study. Osteoarthritis Cartilage 2021; 29:1666-1672. [PMID: 33901642 PMCID: PMC9444184 DOI: 10.1016/j.joca.2021.03.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/12/2021] [Accepted: 03/30/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To determine how many persons with knee pain have subsequent pain resolution and what factors are associated with resolution, focusing especially on types of physical activity. METHODS Using data from MOST, an NIH funded longitudinal cohort study of persons with or at risk of knee osteoarthritis, we studied participants who at baseline reported knee pain on most days at both a telephone interview and clinic visit. We defined pain resolution if at 30 and 60 month exams, they reported no knee pain on most days and compared these participants to those who reported persistent pain later. In logistic regression analyses, we examined the association of baseline risk factors including demographic factors, BMI, depressive symptoms, isokinetic quadriceps strength and both overall physical activity (using the PASE survey) and specific activities including walking, gardening, and different intensities of recreational activities with pain resolution. RESULTS Of 1,304 participants with knee pain on most days at baseline, 265 (20.3%) reported no knee pain at 30 and 60 months. Lower BMI and stronger quadriceps were associated with higher odds of pain resolution while overall physical activity was not. Of activities, walking decreased the odds of pain resolution (adjOR = 0.86 (95% CI 0.76, 0.98)), but gardening (adjOR = 1.59 (1.16, 2.18)) and moderate intensity recreational activities ((adjOR = 1.24 (1.05, 1.46)) increased it. CONCLUSION Pain resolution is common in those with knee pain. Factors increasing the odds of pain resolution include lower BMI, greater quadriceps strength and gardening and moderately intensive recreational activities.
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Affiliation(s)
- D Felson
- Section of Rheumatology, Boston University School of Medicine, Boston, MA, USA; University of Manchester and the NIHR, Manchester Musculoskeletal Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, UK.
| | - G Rabasa
- Section of Rheumatology, Boston University School of Medicine, Boston, MA, USA
| | - S R Jafarzadeh
- Section of Rheumatology, Boston University School of Medicine, Boston, MA, USA
| | - M Nevitt
- University of California at San Francisco, San Francisco, CA, USA
| | - C E Lewis
- University of Alabama at Birmingham, Birmingham, AL, USA
| | - N Segal
- University of Kansas Medical Center, Kansas City, KS, USA
| | - D K White
- Department of Physical Therapy, College of Health Sciences, University of Delaware Newark, DE, USA; Biomechanics and Movement Science Interdisciplinary Program, University of Delaware, Newark, DE, USA
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19
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Andrews JS, Gold LS, Nevitt M, Heagerty PJ, Cawthon PM. Appendicular Lean Mass, Grip Strength, and the Development of Knee Osteoarthritis and Knee Pain Among Older Adults. ACR Open Rheumatol 2021; 3:566-572. [PMID: 34245226 PMCID: PMC8363849 DOI: 10.1002/acr2.11302] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 06/11/2021] [Indexed: 12/25/2022] Open
Abstract
Objective The association of sarcopenia with development of knee osteoarthritis (OA) or knee pain in older adults is uncertain. We examined the relationship of grip strength and appendicular lean mass (ALM) with the likelihood of developing knee OA and knee pain in older adults in the Health ABC (Health, Aging, and Body Composition) Study. Methods ALM and grip strength were assessed at baseline by dual‐energy x‐ray absorptiometry and handheld dynamometry, respectively. Incident clinically diagnosed, symptomatic knee OA, defined as new participant report of physician‐diagnosed knee OA and concurrent frequent knee pain, and incident frequent knee pain over 5 years of follow‐up were examined. Separate regression analyses, stratified by sex, modeled associations of baseline ALM and grip strength with the likelihood of incident clinically diagnosed, symptomatic knee OA and incident knee pain over follow‐up, adjusting for covariates. Results Among the 2779 subjects without OA at baseline, 95 men (6.9%) and 158 women (11.3%) developed clinically diagnosed, symptomatic knee OA, and, among the 2182 subjects without knee pain at baseline, 315 men (28.3%) and 385 women (36.1%) developed knee pain over follow‐up. Among men only, each SD decrement of ALM was associated with decreasing likelihood of incident knee OA (odds ratio [OR] per SD decrement: 0.68; 95% confidence interval [CI]: 0.47‐0.97), and each SD decrement of grip strength was associated with increasing likelihood of incident knee pain (OR per SD decrement: 1.20; 95% CI: 1.01‐1.42). Conclusion In older men, ALM and grip strength may be associated with the development of knee OA and knee pain, respectively.
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Affiliation(s)
| | | | | | | | - Peggy M Cawthon
- California Pacific Medical Center Research Institute and University of California, San Francisco
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20
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Carlesso LC, Hawker GA, Torner J, Lewis CE, Nevitt M, Neogi T. Association of Intermittent and Constant Knee Pain Patterns With Knee Pain Severity and With Radiographic Knee Osteoarthritis Duration and Severity. Arthritis Care Res (Hoboken) 2021; 73:788-793. [PMID: 32198833 PMCID: PMC7502437 DOI: 10.1002/acr.24194] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 03/17/2020] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To examine the relation of knee pain patterns to pain severity and to radiographic osteoarthritis (OA) severity and duration. METHODS The Multicenter Osteoarthritis Study is a longitudinal cohort of older adults with or at risk of knee OA. Participants' Intermittent and Constant Osteoarthritis Pain (ICOAP) scores were characterized as 1) no intermittent or constant pain, 2) intermittent pain only, 3) constant pain only, and 4) a combination of constant and intermittent pain. Knee pain severity was assessed using the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain subscale and a visual analog scale (VAS). Radiographic knee OA (ROA) severity was defined as Kellgren/Lawrence grade ≥2, and ROA duration was defined according to the clinic visit at which ROA was first noted. We assessed the relation of ICOAP pain patterns to knee pain severity, ROA severity, and ROA duration using regression models with generalized estimating equations. RESULTS There were 2,322 participants (mean age 68.8 years, body mass index 31.0 kg/m2 , 60% female). Higher ICOAP pain patterns, i.e., a mix of constant and intermittent pain, were associated with greater WOMAC pain severity compared with those patients without either pain pattern (odds ratio [OR] 43.2 [95% confidence interval (95% CI) 26.4-61.3]). Results were similar for the VAS (OR 71.2 [95% CI 45.7-110.9]). Those patients with more severe and longer duration of ROA were more likely to have a mix of constant and intermittent pain compared with those without either pain (OR 3.7 [95% CI 3.1-4.6] and OR 2.9 [95% CI 2.5-3.5], respectively). CONCLUSION Knee pain patterns are associated with radiographic disease stage and duration, as well as pain severity, highlighting the fact that pain patterns are important for understanding symptomatic disease progression.
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Affiliation(s)
- Lisa C. Carlesso
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Gillian A. Hawker
- Institute of Health Policy, Management and Evaluation and the Department of Medicine at the University of Toronto, and Senior Scientist Women’s College Research Institute, Toronto, Ontario,Canada
| | - James Torner
- Department of Epidemiology, University of Iowa, Iowa City, Iowa, USA
| | - Cora E. Lewis
- Division of Preventive Medicine, University of Alabama, Birmingham, Division of Preventive Medicine, Birmingham, Alabama, USA
| | - Michael Nevitt
- University of California, San Francisco, California, USA
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, Massachusetts, USA
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21
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Perry TA, Wang X, Nevitt M, Abdelshaheed C, Arden N, Hunter DJ. Association between current medication use and progression of radiographic knee osteoarthritis: data from the Osteoarthritis Initiative. Rheumatology (Oxford) 2021; 60:4624-4632. [PMID: 33502488 PMCID: PMC8487312 DOI: 10.1093/rheumatology/keab059] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 12/14/2020] [Indexed: 02/02/2023] Open
Abstract
Objective Use of specific medications may accelerate the progression of radiographic knee OA (RKOA). Our aim was to examine the effect of medication use on the progression of RKOA. Methods We used longitudinal data from the Osteoarthritis Initiative (OAI), an observational study of risk factors for knee OA. At baseline, we selected participants with RKOA (Kellgren–Lawrence grade ≥2) and excluded those with a history of knee-related injury/surgery and other musculoskeletal disorders. Current medication use (use/non-use in the previous 30 days) and radiographic medial minimum joint space width (mJSW) data were available at baseline and annually up to 96 months follow-up. We used random effects, panel regression to assess the association between current medication use (non-users as reference group) and change in mJSW. Results Of 2054 eligible participants, 2003 participants with baseline mJSW data were included [55.7% female, mean age 63.3 (s.d. 8.98) years]. Of seven medication classes, at baseline NSAIDs were the most frequently used analgesia (14.7%), anti-histamine (10.4%) use was frequent and the following comorbidity medications were used most frequently: statins (27.4%), anti-hypertensives (up to 15.0%), anti-depressant/anxiolytics/psychotropics (14.0%), osteoporosis-related medication (10.9%) and diabetes-related medication (6.9%). Compared with current non-users, current use of NSAIDs was associated with a loss of mJSW (b = −0.042, 95% CI −0.08, −0.0004). No other associations were observed. Conclusions In current users of NSAIDs, mJSW loss was increased compared with current non-users in participants with RKOA. Clinical trials are required to assess the potential disease-modifying effects of these medications.
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Affiliation(s)
- Thomas A Perry
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom.,Institute of Bone and Joint Research, Rheumatology Department, Royal North Shore Hospital, University of Sydney, Sydney, New South Wales, Australia
| | - Xia Wang
- Institute of Bone and Joint Research, Rheumatology Department, Royal North Shore Hospital, University of Sydney, Sydney, New South Wales, Australia
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Christina Abdelshaheed
- Faculty of Medicine and Health, School of Public Health, University of Sydney, New South Wales, Australia.,Institute for Musculoskeletal Health, University of Sydney, Sydney, Australia
| | - Nigel Arden
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom.,MRC Lifecourse Epidemiology Unit, Southampton General Hospital, University of Southampton, Southampton, United Kingdom
| | - David J Hunter
- Institute of Bone and Joint Research, Rheumatology Department, Royal North Shore Hospital, University of Sydney, Sydney, New South Wales, Australia
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22
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Kanthawang T, Bodden J, Joseph GB, Lane NE, Nevitt M, McCulloch C, Link TM. Obese and overweight individuals have greater knee synovial inflammation and associated structural and cartilage compositional degeneration: data from the osteoarthritis initiative. Skeletal Radiol 2021; 50:217-229. [PMID: 32699956 PMCID: PMC7677197 DOI: 10.1007/s00256-020-03550-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 07/09/2020] [Accepted: 07/13/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE This work aims to study (i) the relationship between body mass index (BMI) and knee synovial inflammation using non-contrast-enhanced MRI and (ii) the association of synovial inflammation versus degenerative abnormalities and pain. MATERIALS AND METHODS Subjects with risk for and mild to moderate radiographic osteoarthritis were selected from the Osteoarthritis Initiative. Subjects were grouped into three BMI categories with 87 subjects per group: normal weight (BMI, 20-24.9 kg/m2), overweight (BMI, 25-29.9 kg/m2), and obese (BMI, ≥ 30 kg/m2), frequency matched for age, sex, race, Kellgren-Lawrence grade, and history of knee surgery and injury. Semi-quantitative synovial inflammation imaging biomarkers were obtained including effusion-synovitis, size and intensity of infrapatellar fat pad signal abnormality, and synovial proliferation score. Cartilage composition was measured using T2 relaxation time and structural abnormalities using the whole-organ magnetic resonance imaging score (WORMS). The Western Ontario and McMasters (WOMAC) Osteoarthritis Index was used for pain assessment. Intra- and inter-reader reproducibility was assessed by kappa values. RESULTS Overweight and obese groups had higher prevalence and severity of all synovial inflammatory markers (p ≤ 0.03). Positive associations were found between synovial inflammation imaging biomarkers and average T2 values, WORMS maximum scores and total WOMAC pain scores (p < 0.05). Intra- and inter-reader kappa values for imaging biomarkers were high (0.76-1.00 and 0.60-0.94, respectively). CONCLUSION Being overweight or obese was significantly associated with a greater prevalence and severity of synovial inflammation imaging biomarkers. Substantial reproducibility and high correlation with knee structural, cartilage compositional degeneration, and WOMAC pain scores validate the synovial inflammation biomarkers used in this study.
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Affiliation(s)
- Thanat Kanthawang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco,Department of Radiology, Faculty of Medicine, Chiang Mai University, Thailand
| | - Jannis Bodden
- Department of Radiology and Biomedical Imaging, University of California, San Francisco,Department of Radiology, Klinikum rechts der Isar, Technical University of Munich, Germany
| | - Gabby B. Joseph
- Department of Radiology and Biomedical Imaging, University of California, San Francisco
| | - Nancy E. Lane
- Department of Medicine and Center for Musculoskeletal Health, University of California, Davis, Sacramento, CA, USA
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Charles McCulloch
- Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Thomas M. Link
- Department of Radiology and Biomedical Imaging, University of California, San Francisco
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23
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Parsons CM, Gates LS, Perry T, Nevitt M, Felson D, Sanchez-Santos MT, Jones G, Golightly YM, Allen KD, Callahan LF, White DK, Walker-Bone K, Cooper C, Arden NK. Predominant lifetime occupation and associations with painful and structural knee osteoarthritis: An international participant-level cohort collaboration. Osteoarthr Cartil Open 2020; 2:100085. [PMID: 36474872 PMCID: PMC9718216 DOI: 10.1016/j.ocarto.2020.100085] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 06/18/2020] [Indexed: 01/05/2023] Open
Abstract
Objective With adults working to older ages, occupation is an important, yet less modifiable domain of physical activity to consider in the risk of knee osteoarthritis (OA). This study aimed to investigate the association between predominant lifetime occupation and prevalent knee OA. Design Participant-level data were used from five international community-based cohorts: Johnston County Osteoarthritis Project, the Hertfordshire Cohort Study, the Multicenter Osteoarthritis Study, the Tasmanian Cohort Study and Framingham Osteoarthritis Study. Self-reported predominant occupation was categorized into sedentary, light, light manual and heavy manual levels. Cross-sectional associations between predominant lifetime occupation and knee OA outcomes including prevalence of radiographic knee OA (RKOA), symptomatic RKOA and knee pain, were assessed using logistic regression, accounting for cohort clustering. Results Data for 7391 participants were included. 24.7% reported sedentary lifetime occupation, 30.0% light, 35.9% light manual and 9.4% heavy manual. 43.3% presented with RKOA, 52.1% with knee pain and 29.0% with symptomatic RKOA. There was over a two-fold increase in the odds of having RKOA, knee pain and symptomatic RKOA in those whose with heavy manual compared to sedentary occupations ((odds ratio (OR): 2.14; 95% confidence interval (CI): 1.79, 2.58), (OR: 2.19; 95% CI: 1.78, 2.70), (OR: 2.41; 95% CI: 1.94, 2.99) respectively). Conclusion This large international multi-cohort study demonstrated an association of heavy manual work with RKOA, symptomatic RKOA and knee pain. Measures that protect workers and are designed to reduce heavy manual related activities remain a priority to reduce the risk of knee OA.
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Affiliation(s)
- Camille M. Parsons
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, UK
| | - Lucy S. Gates
- Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Southampton, Southampton, UK
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, UK
| | - Thomas Perry
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, UK
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - David Felson
- Arthritis Research UK Epidemiology Unit and National Institute for Health Research Biomedical Research Centre, University of Manchester, Manchester, UK
- Boston University School of Medicine, Boston, MA, USA
| | - Maria T. Sanchez-Santos
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, UK
| | - Graeme Jones
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - Yvonne M. Golightly
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill, USA
- Injury Prevention Research Centre, University of North Carolina at Chapel Hill, USA
- Division of Physical Therapy, University of North Carolina at Chapel Hill; USA
| | - Kelli D. Allen
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, USA
- Centre of Innovation to Accelerate Discovery and Practice Transformation, Department of Veterans Affairs Health Care System, Durham, NC, USA
| | - Leigh F. Callahan
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill, USA
- Department of Medicine, Orthopaedics, and Social Medicine, School of Medicine, University of North Carolina at Chapel Hill; USA
| | - Daniel K. White
- Department of Physical Therapy, University of Delaware, Newark, USA
| | - Karen Walker-Bone
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, UK
- MRC Versus Arthritis Centre for Musculoskeletal Health and Work, Southampton, UK
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, UK
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, UK
- MRC Versus Arthritis Centre for Musculoskeletal Health and Work, Southampton, UK
- National Institute for Health Research Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Nigel K. Arden
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, UK
- Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Southampton, Southampton, UK
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, UK
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Palmer JS, Jones LD, Monk AP, Nevitt M, Lynch J, Beard DJ, Javaid MK, Price AJ. Varus alignment of the proximal tibia is associated with structural progression in early to moderate varus osteoarthritis of the knee. Knee Surg Sports Traumatol Arthrosc 2020; 28:3279-3286. [PMID: 31965215 PMCID: PMC7511471 DOI: 10.1007/s00167-019-05840-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 12/16/2019] [Indexed: 01/30/2023]
Abstract
PURPOSE Lower limb malalignment is a strong predictor of progression in knee osteoarthritis. The purpose of this study is to identify the individual alignment variables that predict progression in early to moderate osteoarthritis of the knee. METHOD A longitudinal cohort study using data from the Osteoarthritis Initiative. In total, 955 individuals (1329 knees) with early to moderate osteoarthritis (Kellgren-Lawrence grade 1, 2 or 3) were identified. All subjects had full-limb radiographs analysed using the Osteotomy module within Medicad® Classic (Hectec GMBH) to give a series of individual alignment variables relevant to the coronal alignment of the lower limb. Logistic regression models, with generalised estimating equations were used to identify which of these individual alignment variables predict symptom worsening (WOMAC score > 9 points) and or structural progression (joint space narrowing progression in the medial compartment > 0.7mm) over 24 months. RESULTS Individual alignment variable were associated with both valgus and varus alignment (mechanical Lateral Distal Femoral Angle, Medial Proximal Tibial Angle and mechanical Lateral Distal Tibial Angle). Only the Medial Proximal Tibial Angle was significantly associated with structural progression and none of the variables was associated with symptom progression. The odds of joint space narrowing progression in the medial compartment occurring at 24 months increased by 21% for every one degree decrease (more varus) in Medial Proximal Tibial Angle (p < 0.001) CONCLUSIONS: Our results suggest that the risk of structural progression in the medial compartment is associated with greater varus alignment of the proximal tibia. LEVEL OF EVIDENCE Level III, retrospective cohort study.
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Affiliation(s)
- Jonathan S Palmer
- Orthopaedic Department, Dorset County Hospital, Dorchester, DT1 2JY, UK
| | - Luke D Jones
- Orthopaedic Department, Chelsea and Westminster Hospital, London, SW10 9NH, UK
| | - A Paul Monk
- Auckland Bioengineering Institute, University of Auckland, Auckland, 1142, New Zealand
| | - Michael Nevitt
- San Francisco Coordinating Center, University of California, San Francisco, USA
| | - John Lynch
- San Francisco Coordinating Center, University of California, San Francisco, USA
| | - David J Beard
- Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Rd, Oxford, OX3 7LD, UK
| | - M K Javaid
- Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Rd, Oxford, OX3 7LD, UK
| | - Andrew J Price
- Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Old Rd, Oxford, OX3 7LD, UK.
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25
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Dai Z, Neogi T, Brown C, Nevitt M, Lewis CE, Torner J, Felson DT. Sleep Quality Is Related to Worsening Knee Pain in Those with Widespread Pain: The Multicenter Osteoarthritis Study. J Rheumatol 2020; 47:1019-1025. [PMID: 31732550 DOI: 10.3899/jrheum.181365] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/24/2019] [Indexed: 12/22/2022]
Abstract
OBJECTIVE We examined the association between sleep and odds of developing knee pain, and whether this relationship varied by status of widespread pain (WSP). METHODS At the 60-month visit of the Multicenter Osteoarthritis Study, sleep quality and restless sleep were each assessed by using a single item from 2 validated questionnaires. Each sleep measure was categorized into 3 levels, with poor/most restless sleep as the reference. WSP was defined as pain above and below the waist on both sides of the body and axially using a standard homunculus, based on the American College of Rheumatology criteria. Outcomes from 60-84 months included (1) knee pain worsening (KPW; defined as minimal clinically important difference in WOMAC pain), (2) prevalent, and (3) incident consistent frequent knee pain. We applied generalized estimating equations in multivariable logistic regression models. RESULTS We studied 2329 participants (4658 knees; 67.9 yrs, body mass index 30.9]. We found that WSP modified the relationship between sleep quality and KPW (p = 0.002 for interaction). Among persons with WSP, OR (95% CI) for KPW was 0.53 (0.35-0.78) for those with very good sleep quality (p trend < 0.001); additionally, we found the strongest association of sleep quality in persons with > 8 painful joint sites (p trend < 0.01), but not in those with ≤ 2 painful joint sites. Similar results were observed using restless sleep, in the presence of WSP. The cross-sectional relationship between sleep and prevalence of consistent frequent knee pain was significant. CONCLUSION Better sleep was related to less KPW with coexisting widespread pain.
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Affiliation(s)
- Zhaoli Dai
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK. .,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust.
| | - Tuhina Neogi
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK.,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust
| | - Carrie Brown
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK.,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust
| | - Michael Nevitt
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK.,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust
| | - Cora E Lewis
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK.,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust
| | - James Torner
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK.,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust
| | - David T Felson
- From the Boston University School of Medicine, Department of Medicine, Section of Rheumatology, Boston, Massachusetts, USA; Epidemiology and Biostatistics, University of California, San Francisco, California; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama; Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa, Iowa, USA; The University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia; Centre for Epidemiology, University of Manchester and the National Institute for Health Research (NIHR) Manchester Biomedical Research Centre (BRC), Manchester University National Health Service (NHS) Trust, Manchester, UK.,Z. Dai, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and The University of Sydney, Faculty of Medicine and Health, School of Pharmacy; T. Neogi, MD, PhD, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; C. Brown, MS, Boston University School of Medicine, Department of Medicine, Section of Rheumatology; M. Nevitt, PhD, Epidemiology and Biostatistics, University of California, San Francisco; C.E. Lewis, MD, Department of Epidemiology, School of Public Health, University of Alabama at Birmingham; J. Torner, MD, The Department of Epidemiology and the Institute for Clinical and Translational Science, The University of Iowa; D.T. Felson, MD, MPH, Boston University School of Medicine, Department of Medicine, Section of Rheumatology, and Centre for Epidemiology, University of Manchester and the NIHR Manchester BRC, Manchester University NHS Trust
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Guermazi A, Jarraya M, Lynch JA, Felson DT, Clancy M, Nevitt M, Lewis CE, Torner J, Neogi T. Reliability of a new scoring system for intraarticular mineralization of the knee: Boston University Calcium Knee Score (BUCKS). Osteoarthritis Cartilage 2020; 28:802-810. [PMID: 32173626 PMCID: PMC8188576 DOI: 10.1016/j.joca.2020.03.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 02/19/2020] [Accepted: 03/02/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND The role of intra-articular mineralization in osteoarthritis (OA) is unclear. Its understanding may potentially advance our knowledge of knee OA pathogenesis. We describe and assess the reliability of a novel computed tomography (CT) scoring system, the Boston University Calcium Knee Score (BUCKS) for evaluating intra-articular mineralization. METHODS We included subjects from the most recent study visit of the Multicenter Osteoarthritis Study (MOST) Study, a NIH-funded longitudinal cohort of community-dwelling older adults with or at risk of knee OA. All subjects underwent CT of bilateral knees. Each knee was scored at 28 scored locations (14 for cartilage, 6 for menisci, 6 for ligaments, 1 for joint capsule, and 1 popliteal-tibial vessels). A single musculoskeletal radiologist scored cartilage and meniscus subregions, as well as vascular calcifications assigning to each a score ranging from 0 to 3. The joint capsule, medial and lateral posterior meniscal roots, anterior cruciate ligament (ACL)/posterior cruciate ligament (PCL) and 2 collateral ligaments [medial collateral ligament (MCL)/lateral collateral ligament (LCL)] were each scored 0 or 1 for absence or presence of mineralization. To assess reliability, 31 subject CTs were reread 12 weeks later by the same reader and by a second reader and agreement was evaluated using a weighted kappa. RESULTS The intra-reader reliability ranged from 0.92 for ligaments to 1.0 for joint capsule. The inter-reader reliability ranged from 0.94 for cartilage and ligaments, to 1.0 for joint capsule. CONCLUSION BUCKS demonstrated excellent reliability and is a potentially useful CT-based tool for studying the role of calcium crystals in knee OA.
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Affiliation(s)
- Ali Guermazi
- Department of Radiology, Boston University School of Medicine, Boston University, Boston MA
| | - Mohamed Jarraya
- Department of Radiology, Boston University School of Medicine, Boston University, Boston MA,Department of Radiology, Mercy Catholic Medical Center, Darby, PA
| | - John A Lynch
- Department of Epidemiology, University of California San Francisco, CA
| | - David T Felson
- Department of Medicine, Boston University School of Medicine, Boston University, Boston MA
| | - Margaret Clancy
- Department of Medicine, Boston University School of Medicine, Boston University, Boston MA
| | - Michael Nevitt
- Department of Epidemiology, University of California San Francisco, CA
| | - Cora E. Lewis
- Department of Epidemiology, University of Alabama at Birmingham, AL
| | - James Torner
- Department of Epidemiology, College of Public Health, University of Iowa, IA
| | - Tuhina Neogi
- Department of Medicine, Boston University School of Medicine, Boston University, Boston MA
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Bendich I, Halvorson RT, Ward D, Nevitt M. Predictors of a change in patient willingness to have Total knee arthroplasty: Insights from the osteoarthritis initiative. Knee 2020; 27:667-675. [PMID: 32563421 DOI: 10.1016/j.knee.2020.04.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 04/05/2020] [Accepted: 04/06/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND While many factors have been shown to influence patient willingness to have total joint arthroplasty, factors associated with changes in patient willingness to have arthroplasty have not been studied. The objective of this research is to identify predictors of change in patient willingness to have total knee arthroplasty (TKA). METHODS Patient willingness to have TKA as well as questionnaire, clinical, and radiographic data, were obtained from the Osteoarthritis Initiative (OAI) for individuals with, or at high risk for developing knee OA. Mixed effects ordinal logistic regressions were employed to assess the relationships between 40 predictors and change in willingness to have surgery. Predictors significant in univariate models were included in a multivariable analysis. RESULTS Three thousand three hundred and ninety-four OAI patients were included in our analysis. Between baseline and follow-up, 462 (13.6%) became more willing and 533 (15.7%) became less willing to have TKA. After controlling for demographic factors in multivariable analysis, patients with higher income and expected difficulty with postoperative walking were more likely to increase their willingness to have TKA. General health, race, and knee injections within the past six months approached significance with regard to increasing willingness to have TKA over time. CONCLUSION Income and expectations of difficulty walking postoperatively were significantly associated with changes in patient willingness to have TKA independent of age, sex, health coverage, employment, marriage status, and knee pain. Understanding factors influencing patient willingness to have surgery may be instrumental in counseling and addressing the mismatch of OA disease burden to surgical utilization.
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Affiliation(s)
- Ilya Bendich
- Department of Orthopaedic Surgery, University of California, 500 Parnassus Ave. MU W320, San Francisco, CA 94143, United States of America
| | - Ryan T Halvorson
- School of Medicine, University of California, San Francisco. 500 Parnassus Ave. San Francisco, CA 94143, United States of America.
| | - Derek Ward
- Department of Orthopaedic Surgery, University of California, 500 Parnassus Ave. MU W320, San Francisco, CA 94143, United States of America
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California, 550 16th St, San Francisco, CA 94158, United States of America
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Li S, Schwartz AV, LaValley MP, Wang N, Desai N, Sun X, Neogi T, Nevitt M, Lewis CE, Guermazi A, Roemer F, Segal N, Felson D. Association of Visceral Adiposity With Pain but Not Structural Osteoarthritis. Arthritis Rheumatol 2020; 72:1103-1110. [PMID: 32039565 DOI: 10.1002/art.41222] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 02/04/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Osteoarthritis (OA) and pain are both made more severe by low-grade inflammation. This study was undertaken to examine whether visceral fat, a major source of inflammatory cytokines and adipokines, is associated with an increased risk of knee OA or musculoskeletal pain. METHODS Subjects in the Multicenter Osteoarthritis Study cohort, who were age 50-79 years and had or were at high risk of knee OA, underwent whole-body dual x-ray absorptiometry (DXA) at baseline. At baseline, 30 months, and 60 months radiographs and magnetic resonance images (MRIs) of the knees were obtained, and patients were asked to score the severity of their knee pain and to identify sites of joint pain using a body homunculus. Baseline DXA scans were used to measure total body fat and visceral and subcutaneous fat in the torso. The association of fat depot size with structural outcomes (incident radiographic OA and cartilage loss and synovitis on MRI) and with pain outcomes (worsening knee pain, number of painful joints, and widespread pain) was assessed. Regression analyses were adjusted for age, sex, race, education level, smoking status, physical activity, body mass index (BMI), and depressive symptoms. RESULTS Of the 2,961 participants at baseline, 60.7% were women. The mean age was 62.5 years and mean BMI was 30.5 kg/m2 . After adjustment for covariates, no fat measures were associated with any structural outcomes. However, total and visceral, but not subcutaneous, fat were positively associated with worsening knee pain (P = 0.0005 for total fat and P = 0.007 for visceral fat) and widespread pain (P = 0.001 for total fat and P = 0.02 for visceral fat), and the amount of visceral fat was associated with the number of painful joints (P = 0.07). CONCLUSION Our findings indicate that visceral fat is associated with an increased risk of musculoskeletal and widespread pain.
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Affiliation(s)
| | | | | | - Na Wang
- Boston University, Boston, Massachusetts
| | | | | | | | | | | | | | | | - Neil Segal
- University of Kansas Medical Center, Kansas City
| | - David Felson
- Boston University, Boston, Massachusetts, and University of Manchester, NIHR Manchester Biomedical Research Centre, and Manchester University NHS Trust, Manchester, UK
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Neogi T, Lynch J, Jarraya M, Felson D, Wang N, Lewis C, Torner J, Nevitt M, Guermazi A. Intra-articular mineralization on knee CT increases risk of knee pain in the most study. Osteoarthritis Cartilage 2020. [DOI: 10.1016/j.joca.2020.02.424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
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30
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Ghomrawi H, Mushlin A, Kang R, Banerjee S, Singh J, Sharma L, Flink C, Nevitt M, Neogi T, Riddle D. Examining Timeliness of Total Knee Replacement Among Patients with Knee Osteoarthritis in the U.S.: Results from the OAI and MOST Longitudinal Cohorts. J Bone Joint Surg Am 2020; 102:468-476. [PMID: 31934894 PMCID: PMC7508265 DOI: 10.2106/jbjs.19.00432] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Patients with knee osteoarthritis may undergo total knee replacement too early or may delay or underuse this procedure. We quantified these categories of total knee replacement utilization in 2 cohorts of participants with knee osteoarthritis and investigated factors associated with each category. METHODS Data were pooled from 2 multicenter cohort studies that collected demographic, patient-reported, radiographic, clinical examination, and total knee replacement utilization information longitudinally on 8,002 participants who had or were at risk for knee osteoarthritis and were followed for up to 8 years. Validated total knee replacement appropriateness criteria were longitudinally applied to classify participants as either potentially appropriate or likely inappropriate for total knee replacement. Participants were further classified on the basis of total knee replacement utilization into 3 categories: timely (indicating that the patient had total knee replacement within 2 years after the procedure had become potentially appropriate), potentially appropriate but knee not replaced (indicating that the knee had remained unreplaced for >2 years after the procedure had become potentially appropriate), and premature (indicating that the procedure was likely inappropriate but had been performed). Utilization rates were calculated, and factors associated with each category were identified. RESULTS Among 8,002 participants, 3,417 knees fulfilled our inclusion and exclusion criteria and were classified into 1 of 3 utilization categories as follows: 290 knees (8% of the total and 9% of the knees for which replacement was potentially appropriate) were classified as "timely", 2,833 knees (83% of the total and 91% of those for which replacement was potentially appropriate) were classified as "potentially appropriate but not replaced", and 294 knees (comprising 9% of the total and 26% of the 1,114 total knee replacements performed) were considered to be "likely inappropriate" yet underwent total knee replacement and were classified as "premature". Of the knees that were potentially appropriate but were not replaced, 1,204 (42.5%) had severe symptoms. Compared with the patients who underwent timely total knee replacement, the likelihood of being classified as potentially appropriate but not undergoing total knee replacement was greater for black participants and the likelihood of having premature total knee replacement was lower among participants with a body mass index of >25 kg/m and those with depression. CONCLUSIONS In 2 multicenter cohorts of patients with knee osteoarthritis, we observed substantial numbers of patients who had premature total knee replacement as well as of patients for whom total knee replacement was potentially appropriate but had not been performed >2 years after it had become potentially appropriate. Further understanding of these observations is needed, especially among the latter group. CLINICAL RELEVANCE Undergoing total knee replacement too early may result in little or no benefit while exposing the patient to the risks of a major operation, whereas waiting too long may cause limitations in physical activity that in turn increase the risk of additional disability and chronic disease; however, little is known about timing of this surgery. We quantified the extent of premature, timely, and delayed use, and found a high prevalence of both premature and delayed use.
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Affiliation(s)
- H.M.K. Ghomrawi
- Departments of Surgery (H.M.K.G.), Pediatrics (H.M.K.G.), and Medicine (L.S.), Center for Health Services and Outcomes Research (H.M.K.G. and R.K.), Feinberg School of Medicine of Northwestern University, Chicago, Illinois,Email address for H.M.K. Ghomrawi:
| | - A.I. Mushlin
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, NY
| | - R. Kang
- Departments of Surgery (H.M.K.G.), Pediatrics (H.M.K.G.), and Medicine (L.S.), Center for Health Services and Outcomes Research (H.M.K.G. and R.K.), Feinberg School of Medicine of Northwestern University, Chicago, Illinois
| | - S. Banerjee
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, NY
| | - J.A. Singh
- Department of Medicine, University of Alabama at Birmingham and Birmingham VA Medical Center, Birmingham, Alabama
| | - L. Sharma
- Departments of Surgery (H.M.K.G.), Pediatrics (H.M.K.G.), and Medicine (L.S.), Center for Health Services and Outcomes Research (H.M.K.G. and R.K.), Feinberg School of Medicine of Northwestern University, Chicago, Illinois
| | - C. Flink
- Department of Radiology, University of Cincinnati Medical Center, Cincinnati, Ohio
| | - M. Nevitt
- Medical School, University of California, San Francisco, San Francisco, California
| | - T. Neogi
- Clinical Epidemiology Unit, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - D.L. Riddle
- Departments of Physical Therapy, Orthopedics, and Rheumatology, Virginia Commonwealth University, Richmond, Virginia
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Kim C, Nevitt M, Guermazi A, Niu J, Clancy M, Tolstykh I, Jungmann PM, Lane NE, Segal NA, Harvey WF, Lewis CE, Felson DT. Brief Report: Leg Length Inequality and Hip Osteoarthritis in the Multicenter Osteoarthritis Study and the Osteoarthritis Initiative. Arthritis Rheumatol 2019; 70:1572-1576. [PMID: 29700988 DOI: 10.1002/art.40537] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 04/19/2018] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Studies suggest that persons with a leg length inequality (LLI) of ≥2 cm have an increased risk of developing knee osteoarthritis (OA) in that limb. The present study was undertaken to examine whether LLI also confers an increased risk of hip OA. METHODS Using long limb radiographs from subjects in the Multicenter Arthritis Study (MOST) and the Osteoarthritis Initiative (OAI), we measured LLI and scored hip radiographs that were obtained at baseline and 3-5-year follow-up. The associations of LLI of ≥1 cm and LLI of ≥2 cm with radiographic hip OA were examined cross-sectionally and longitudinally, assessing risk in shorter limbs and longer limbs compared to limbs from subjects with no LLI. We carried out logistic regression analyses with generalized estimating equations and adjusted for age, sex, body mass index, height, and cohort of origin. RESULTS There were 1,966 subjects from the MOST and 2,627 subjects from the OAI. Twelve percent had LLI of ≥1 cm and 1% had LLI of ≥2 cm. For LLI ≥1 cm, the adjusted odds ratio for prevalent hip OA in the shorter leg was 1.47 (95% confidence interval [95% CI] 1.07-2.02) and for LLI ≥2 cm, it was 2.15 (95% CI 0.87-5.34). For LLI ≥1 cm, the odds of incident hip OA in the shorter leg were 1.39 (95% CI 0.81-2.39) while for LLI ≥2 cm, they were 4.20 (95% CI 1.26-14.03). We found no increased risk of hip OA in longer limbs. CONCLUSION Our findings suggest that, as with knee OA, legs that are at least 2 cm shorter than the contralateral leg are at increased risk of hip OA.
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Affiliation(s)
- Chan Kim
- Boston University School of Medicine, Boston, Massachusetts
| | | | - Ali Guermazi
- Boston University School of Medicine, Boston, Massachusetts
| | - Jingbo Niu
- Boston University School of Medicine, Boston, Massachusetts
| | | | | | - Pia M Jungmann
- University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | | | - Neil A Segal
- University of Kansas Medical Center, Kansas City
| | | | | | - David T Felson
- Boston University School of Medicine, Boston, Massachusetts, and NIHR Manchester Musculoskeletal Biomedical Research Centre, University of Manchester, Manchester, UK
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Sharma L, Kwoh K, Lee JJ, Cauley J, Jackson R, Hochberg M, Chang AH, Eaton C, Nevitt M, Song J, Almagor O, Chmiel JS. Development and validation of risk stratification trees for incident slow gait speed in persons at high risk for knee osteoarthritis. Ann Rheum Dis 2019; 78:1412-1419. [PMID: 31243017 DOI: 10.1136/annrheumdis-2019-215353] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 06/06/2019] [Accepted: 06/07/2019] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Disability prevention strategies are more achievable before osteoarthritis disease drives impairment. It is critical to identify high-risk groups, for strategy implementation and trial eligibility. An established measure, gait speed is associated with disability and mortality. We sought to develop and validate risk stratification trees for incident slow gait in persons at high risk for knee osteoarthritis, feasible in community and clinical settings. METHODS Osteoarthritis Initiative (derivation cohort) and Multicenter Osteoarthritis Study (validation cohort) participants at high risk for knee osteoarthritis were included. Outcome was incident slow gait over up to 10-year follow-up. Derivation cohort classification and regression tree analysis identified predictors from easily assessed variables and developed risk stratification models, then applied to the validation cohort. Logistic regression compared risk group predictive values; area under the receiver operating characteristic curves (AUCs) summarised discrimination ability. RESULTS 1870 (derivation) and 1279 (validation) persons were included. The most parsimonious tree identified three risk groups, from stratification based on age and WOMAC Function. A 7-risk-group tree also included education, strenuous sport/recreational activity, obesity and depressive symptoms; outcome occurred in 11%, varying 0%-29 % (derivation) and 2%-23 % (validation) depending on risk group. AUCs were comparable in the two cohorts (7-risk-group tree, 0.75, 95% CI 0.72 to 0.78 (derivation); 0.72, 95% CI 0.68 to 0.76 (validation)). CONCLUSIONS In persons at high risk for knee osteoarthritis, easily acquired data can be used to identify those at high risk of incident functional impairment. Outcome risk varied greatly depending on tree-based risk group membership. These trees can inform individual awareness of risk for impaired function and define eligibility for prevention trials.
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Affiliation(s)
- Leena Sharma
- Departments of Medicine and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Kent Kwoh
- University of Arizona, Tucson, Arizona, USA
| | - Jungwha Julia Lee
- Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jane Cauley
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Marc Hochberg
- University of Maryland Baltimore, Baltimore, Maryland, USA
| | - Alison H Chang
- Physical Therapy and Human Movement Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Charles Eaton
- Brown University Warren Alpert Medical School, Providence, Rhode Island, USA
| | - Michael Nevitt
- University of California San Francisco, San Francisco, California, USA
| | - Jing Song
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Orit Almagor
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Joan S Chmiel
- Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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33
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von Schacky CE, Liu F, Ozhinsky E, Jungmann PM, Nardo L, Foreman SC, Nevitt M, Pedoia V, Sohn JH, Link TM. Artificial Intelligence to Grade Hip Osteoarthritis Features on Radiographs. Semin Musculoskelet Radiol 2019. [DOI: 10.1055/s-0039-1692577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
| | - F. Liu
- San Francisco, California, USA
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34
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Carlesso LC, Segal NA, Frey-Law L, Zhang Y, Na L, Nevitt M, Lewis CE, Neogi T. Pain Susceptibility Phenotypes in Those Free of Knee Pain With or at Risk of Knee Osteoarthritis: The Multicenter Osteoarthritis Study. Arthritis Rheumatol 2019; 71:542-549. [PMID: 30307131 PMCID: PMC6442725 DOI: 10.1002/art.40752] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 10/03/2018] [Indexed: 01/25/2023]
Abstract
OBJECTIVE It is not clear why some individuals develop pain with knee osteoarthritis (OA). We undertook this study to identify pain susceptibility phenotypes (PSPs) and their relationship to incident persistent knee pain (PKP) 2 years later. METHODS We identified individuals free of PKP from the Multicenter Osteoarthritis Study, a longitudinal cohort of older adults with or at risk of knee OA. Latent class analysis was used to determine PSPs that may contribute to development of PKP apart from structural pathology. These included widespread pain, poor sleep, and psychological factors as well as pressure pain threshold and temporal summation (TS) as determined by quantitative sensory testing (QST). We used logistic regression to evaluate the association of sociodemographic factors with PSPs and the relationship of PSPs to the development of PKP over 2 years. RESULTS A total of 852 participants were included (mean age 67 years, body mass index 29.5 kg/m2 , 55% women). Four PSPs were identified, primarily characterized by varying proportions (low/absent, moderate, or high) of the presence of pressure pain sensitivity and of facilitated TS, reflecting different measures of sensitization. Subjects in the PSP with a high proportion of pressure pain sensitivity and a moderate proportion of facilitated TS were twice as likely to develop incident PKP over 2 years (odds ratio 1.98 [95% confidence interval 1.07-3.68]) compared with subjects in the PSP having a low proportion of sensitization by both measures. CONCLUSION Four PSPs were identified, 3 of which were predominated by QST evidence of sensitization and 1 of which was associated with developing PKP 2 years later. Prevention or amelioration of sensitization may be a novel approach to preventing onset of PKP in OA.
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Affiliation(s)
- Lisa C. Carlesso
- School of Rehabilitation, Université de Montréal,
Hôptial Maisonneuve Rosemont Research Institute, Montréal,
Canada
| | - Neil A. Segal
- Department of Rehabilitation Medicine, University of Kansas Medical
Center, Kansas City, USA
| | - Laura Frey-Law
- Department of Physical Therapy and Rehabilitation Science, College
of Medicine, University of Iowa, Iowa city, USA
| | - Yuqing Zhang
- Clinical Epidemiology Research Training Unit, Boston University
School of Medicine, Boston, USA
| | - Lu Na
- Clinical Epidemiology Research Training Unit, Boston University
School of Medicine, Boston, USA
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of
California at San Francisco, San Francisco, USA
| | - Core E. Lewis
- Division of Preventive Medicine, University of Alabama at
Birmingham, School of Medicine, Birmingham, USA
| | - Tuhina Neogi
- Clinical Epidemiology Research Training Unit, Boston University
School of Medicine, Boston, USA
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35
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Misra D, Fielding RA, Felson DT, Niu J, Brown C, Nevitt M, Lewis CE, Torner J, Neogi T. Risk of Knee Osteoarthritis With Obesity, Sarcopenic Obesity, and Sarcopenia. Arthritis Rheumatol 2019; 71:232-237. [PMID: 30106249 PMCID: PMC6374038 DOI: 10.1002/art.40692] [Citation(s) in RCA: 82] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 08/09/2018] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Obesity, defined by anthropometric measures, is a well-known risk factor for knee osteoarthritis (OA), but there is a relative paucity of data regarding the association of body composition (fat and muscle mass) with risk of knee OA. We undertook this study to examine the longitudinal association of body composition categories based on fat and muscle mass with risk of incident knee OA. METHODS We included participants from the Multicenter Osteoarthritis Study, a longitudinal cohort of individuals with or at risk of knee OA. Based on body composition (i.e., fat and muscle mass) from whole-body dual x-ray absorptiometry, subjects were categorized as obese nonsarcopenic (obese), sarcopenic obese, sarcopenic nonobese (sarcopenic), or nonsarcopenic nonobese (the referent category). We examined the relationship of baseline body composition categories with the risk of incident radiographic OA at 60 months using binomial regression with robust variance estimation, adjusting for potential confounders. RESULTS Among 1,653 subjects without radiographic knee OA at baseline, significantly increased risk of incident radiographic knee OA was found among obese women (relative risk [RR] 2.29 [95% confidence interval {95% CI} 1.64-3.20]), obese men (RR 1.73 [95% CI 1.08-2.78]), and sarcopenic obese women (RR 2.09 [95% CI 1.17-3.73]), but not among sarcopenic obese men (RR 1.74 [95% CI 0.68-4.46]). Sarcopenia was not associated with risk of knee OA (for women, RR 0.96 [95% CI 0.62-1.49]; for men, RR 0.66 [95% CI 0.34-1.30]). CONCLUSION In this large longitudinal cohort, we found body composition-based obesity and sarcopenic obesity, but not sarcopenia, to be associated with risk of knee OA. Weight loss strategies for knee OA should focus on obesity and sarcopenic obesity.
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Affiliation(s)
| | - Roger A. Fielding
- Jean Mayer USDA, Human Nutrition Research Center on Aging, Tufts University, Boston, MA
| | | | - Jingbo Niu
- Boston University School of Medicine, Boston, MA
| | - Carrie Brown
- Boston University School of Medicine, Boston, MA
| | | | | | | | - Tuhina Neogi
- Boston University School of Medicine, Boston, MA
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36
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Fenton SAM, Neogi T, Dunlop D, Nevitt M, Doherty M, Duda JL, Klocke R, Abhishek A, Rushton A, Zhang W, Lewis CE, Torner J, Kitas G, White DK. Does the intensity of daily walking matter for protecting against the development of a slow gait speed in people with or at high risk of knee osteoarthritis? An observational study. Osteoarthritis Cartilage 2018; 26:1181-1189. [PMID: 29729332 PMCID: PMC6098720 DOI: 10.1016/j.joca.2018.04.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 04/12/2018] [Accepted: 04/20/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Knee osteoarthritis (OA) is a risk factor for a decline in gait speed. Daily walking reduces the risk of developing slow gait speed and future persistent functional limitation. However, the protective role of walking intensity is unclear. We investigated the association of substituting time spent not walking, with walking at light and moderate-to-vigorous intensities for incident slow gait over 2-years, among people with or at high risk of knee OA. METHOD We used baseline and 2-year follow-up data from the Multicenter Osteoarthritis (MOST) study (n = 1731) and the Osteoarthritis Initiative (OAI, n = 1925). Daily walking intensity was objectively assessed using accelerometer-enabled devices, and classified as; not walking (<1 steps/min), very-light (1-49 steps/min), light (50-100 steps/min), and moderate-to-vigorous (>100 steps/min). We defined slow gait during a 20-m walk, as <1 m/s and <1.2 m/s. Isotemporal substitution evaluated time-substitution effects on incident slow gait outcomes at 2-years. RESULTS Replacing 20 min/day of not walking with walking at a moderate-to-vigorous intensity, demonstrated small to moderate reductions in the risk of developing a gait speed <1.0 m/s (Relative Risk [95% confidence interval (CI)]; MOST = 0.51 [0.27, 0.98], OAI = 0.21 [0.04, 0.98]), and <1.2 m/s (MOST = 0.73 [0.53, 1.00], OAI = 0.65 [0.36, 1.18]). However, only risk reductions for <1.0 m/s met statistical significance. Replacing not walking with very-light or light intensity walking was not associated with the risk of developing slow gait outcomes. CONCLUSION When possible, walking at a moderate-to-vigorous intensity (>100 steps/min) may be best recommended in order to reduce the risk of developing critical slow gait speed among people with, or at high risk of knee OA.
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Affiliation(s)
- Sally A M Fenton
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, England, UK,Department of Rheumatology, Russells Hall Hospital, Dudley Group of Hospitals NHS Foundation Trust, England, UK
| | - Tuhina Neogi
- Clinical Epidemiology Research and Training Unit, Boston University Medical Center, Boston, MA, USA
| | - Dorothy Dunlop
- Center for Healthcare Studies and Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Michael Nevitt
- University of California San Francisco, San Francisco, CA, USA
| | - Michael Doherty
- Faculty of Medicine and Health Sciences, University of Nottingham, England, UK
| | - Joan L Duda
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, England, UK
| | - Rainer Klocke
- Department of Rheumatology, Russells Hall Hospital, Dudley Group of Hospitals NHS Foundation Trust, England, UK
| | - Abhishek Abhishek
- Faculty of Medicine and Health Sciences, University of Nottingham, England, UK
| | - Alison Rushton
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, England, UK
| | - Weiya Zhang
- Faculty of Medicine and Health Sciences, University of Nottingham, England, UK
| | - Cora E Lewis
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - George Kitas
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, England, UK,Department of Rheumatology, Russells Hall Hospital, Dudley Group of Hospitals NHS Foundation Trust, England, UK
| | - Daniel K. White
- Department of Physical Therapy, University of Delaware, Newark, DE, USA
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37
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Leyland K, Gates L, Nevitt M, Felson D, Bierma-Zeinstra S, Conaghan P, Engebretsen L, Hochberg M, Hunter D, Jones G, Jordan J, Judge A, Lohmander L, Roos E, Sanchez-Santos M, Yoshimura N, van Meurs J, Batt M, Newton J, Cooper C, Arden N. Harmonising measures of knee and hip osteoarthritis in population-based cohort studies: an international study. Osteoarthritis Cartilage 2018; 26:872-879. [PMID: 29426005 PMCID: PMC6010158 DOI: 10.1016/j.joca.2018.01.024] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 01/26/2018] [Accepted: 01/30/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Population-based osteoarthritis (OA) cohorts provide vital data on risk factors and outcomes of OA, however the methods to define OA vary between cohorts. We aimed to provide recommendations for combining knee and hip OA data in extant and future population cohort studies, in order to facilitate informative individual participant level analyses. METHOD International OA experts met to make recommendations on: 1) defining OA by X-ray and/or pain; 2) compare The National Health and Nutrition Examination Survey (NHANES)-type OA pain questions; 3) the comparability of the Western Ontario & McMaster Universities Osteoarthritis Index (WOMAC) scale to NHANES-type OA pain questions; 4) the best radiographic scoring method; 5) the usefulness of other OA outcome measures. Key issues were explored using new analyses in two population-based OA cohorts (Multicenter Osteoarthritis Study; MOST and Osteoarthritis Initiative OAI). RESULTS OA should be defined by both symptoms and radiographs, with symptoms alone as a secondary definition. Kellgren and Lawrence (K/L) grade ≥2 should be used to define radiographic OA (ROA). The variable wording of pain questions can result in varying prevalence between 41.0% and 75.4%, however questions where the time anchor is similar have high sensitivity and specificity (91.2% and 89.9% respectively). A threshold of 3 on a 0-20 scale (95% CI 2.1, 3.9) in the WOMAC pain subscale demonstrated equivalence with the preferred NHANES-type question. CONCLUSION This research provides recommendations, based on expert agreement, for harmonising and combining OA data in existing and future population-based cohorts.
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Affiliation(s)
- K.M. Leyland
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK,MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - L.S. Gates
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK,MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - M. Nevitt
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - D. Felson
- Clinical Epidemiology Research and Training Unit, Boston University School of Medicine, Boston, MA, USA
| | - S.M. Bierma-Zeinstra
- Department of General Practice, Erasmus University Medical Centre, Rotterdam, the Netherlands,Department of Orthopaedics, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - P.G. Conaghan
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds & NIHR Leeds Musculoskeletal Biomedical Research Unit, Leeds, UK
| | - L. Engebretsen
- Department of Orthopaedic Surgery, Oslo University Hospital and Oslo Sports Trauma Research Center, Norwegian School of Sports Sciences, Oslo, Norway
| | - M. Hochberg
- University of Maryland School of Medicine, Baltimore, USA
| | - D.J. Hunter
- Institute of Bone and Joint Research, Kolling Institute, University of Sydney, Sydney, Australia,Rheumatology Department, Royal North Shore Hospital, St Leonards, Sydney, Australia
| | - G. Jones
- Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia
| | - J.M. Jordan
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC USA,Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - A. Judge
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK
| | - L.S. Lohmander
- Lund University, Department of Clinical Sciences Lund, Orthopaedics, Lund, Sweden
| | - E.M. Roos
- Institute of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - M.T. Sanchez-Santos
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK
| | - N. Yoshimura
- Department of Joint Disease Research, 22nd Century Medical & Research Center, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - J.B.J. van Meurs
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - M.E. Batt
- Centrefor Sports Medicine, Nottingham University Hospitals and Arthritis Research UK Centre for Sport, Exercise and Osteoarthritis, Nottingham, UK
| | - J. Newton
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK
| | - C. Cooper
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK,MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - N.K Arden
- NIHR Musculoskeletal Biomedical Research Unit and Arthritis Research UK Centre for Sport, Exercise, and Osteoarthritis, University of Oxford, Oxford, UK,MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
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38
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Hart HF, Crossley KM, Felson D, Jarraya M, Guermazi A, Roemer F, Lewis B, Torner J, Nevitt M, Stefanik JJ. Relation of meniscus pathology to prevalence and worsening of patellofemoral joint osteoarthritis: the Multicenter Osteoarthritis Study. Osteoarthritis Cartilage 2018; 26:912-919. [PMID: 29427724 PMCID: PMC6005722 DOI: 10.1016/j.joca.2017.11.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 10/31/2017] [Accepted: 11/23/2017] [Indexed: 02/08/2023]
Abstract
OBJECTIVE To determine the relationship of meniscal damage to magnetic resonance imaging (MRI) features of compartment-specific patellofemoral joint (PFJ) osteoarthritis (OA) at baseline and 2 years later. METHOD Individuals from a prospective cohort of individuals aged 50-79 with or at risk of knee OA were included. At the 60-month and 84-month study visit, Whole-Organ MRI Score (WORMS) was used to assess meniscal tears and extrusions as well as cartilage damage and bone marrow lesions (BMLs) in the medial and lateral patella and trochlea. Worsening of structural features was defined as any increase in WORMS score from 60 to 84 months. Logistic regression was used to determine the cross-sectional and longitudinal relation of meniscus damage to features of compartment-specific PFJ OA. RESULTS Relative to knees without lateral meniscal pathology at baseline, those with grades 3-4 lateral meniscal tear and extrusion had greater risk of worsening of cartilage damage in the lateral PFJ 2 years later (Risk ratio: 1.7 [95% CI: 1.1-2.7) and (1.7 [1.2-2.5]), respectively. Relative to those without medial meniscal pathology at baseline, those with grades 1-2 (0.6 [0.4-0.9]) and 3-4 (0.7 [0.5-1.0]) medial meniscal tears had lower risk of worsening of BMLs in the medial PFJ 2 years later. CONCLUSION Meniscal tear and extrusion are associated with increased risk of medial and lateral PFJ OA and more severe meniscal pathology is associated with worsening of PFJ OA 2 years later. Lateral meniscal pathology appears to be more detrimental to the lateral PFJ.
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Affiliation(s)
- Harvi F. Hart
- La Trobe Sport and Exercise Medicine Research Centre, School of Allied Health, La Trobe University, Bundoora, Victoria, Australia
| | - Kay M. Crossley
- La Trobe Sport and Exercise Medicine Research Centre, School of Allied Health, La Trobe University, Bundoora, Victoria, Australia
| | - David Felson
- Boston University, School of Medicine, Boston, USA
| | | | - Ali Guermazi
- Boston University, School of Medicine, Boston, USA
| | - Frank Roemer
- Boston University, School of Medicine, Boston, USA,University of Erlangen-Nuremberg, Erlangen, Germany
| | - Beth Lewis
- Univerity of Alabama at Birmingham, Birmingham, USA
| | | | - Michael Nevitt
- University of California San Francisco, San Francisco, USA
| | - Joshua J. Stefanik
- Department of Physical Therapy, Movement & Rehabilitation Sciences, Northeastern University, Boston, Massachusetts, United States
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39
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Kraus VB, Collins JE, Charles HC, Pieper CF, Whitley L, Losina E, Nevitt M, Hoffmann S, Roemer F, Guermazi A, Hunter DJ. Predictive Validity of Radiographic Trabecular Bone Texture in Knee Osteoarthritis: The Osteoarthritis Research Society International/Foundation for the National Institutes of Health Osteoarthritis Biomarkers Consortium. Arthritis Rheumatol 2017; 70:80-87. [PMID: 29024470 DOI: 10.1002/art.40348] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 10/05/2017] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To evaluate radiographic subchondral trabecular bone texture (TBT) as a predictor of clinically relevant osteoarthritis (OA) progression (combination of symptom and structural worsening). METHODS The Foundation for the National Institutes of Health (FNIH) OA Biomarkers Consortium undertook a study of progressive knee OA cases (n = 194 knees with both radiographic and pain progression over 24-48 months) and comparators (n = 406 OA knees not meeting the case definition). TBT parameters were extracted from a medial subchondral tibial region of interest by fractal signature analysis of radiographs using validated semiautomated software. Baseline TBT and time-integrated values over 12 and 24 months were evaluated for association with case status and separately with radiographic and pain progression status, adjusted for age, sex, body mass index, race, baseline Kellgren/Lawrence grade, baseline joint space width, Western Ontario and McMaster Universities Osteoarthritis Index pain score, and pain medication use. C statistics were generated from receiver operating characteristic curves. RESULTS Relative to comparators, cases were characterized by thinner vertical and thicker horizontal trabeculae. The summed composite of 3 TBT parameters at baseline and over 12 and 24 months best predicted case status (odds ratios 1.24-1.43). The C statistic for predicting case status using the TBT composite score (0.633-0.649) was improved modestly but statistically significantly over the use of covariates alone (0.608). One TBT parameter, reflecting thickened horizontal trabeculae in cases, at baseline and over 12 and 24 months, predicted risk of any progression (radiographic and/or pain progression). CONCLUSION Although associations are modest, TBT could be an attractive means of enriching OA trials for progressors since it can be generated from screening knee radiographs already standard in knee OA clinical trials.
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Affiliation(s)
| | - Jamie E Collins
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - H Cecil Charles
- Duke Image Analysis Laboratory, Duke University, Durham, North Carolina
| | - Carl F Pieper
- Duke University School of Medicine, Durham, North Carolina
| | | | - Elena Losina
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Steve Hoffmann
- Foundation for the National Institutes of Health, Bethesda, Maryland
| | - Frank Roemer
- Boston University School of Medicine, Boston, Massachusetts, and University of Erlangen-Nuremberg, Erlangen, Germany
| | - Ali Guermazi
- Boston University School of Medicine, Boston, Massachusetts
| | - David J Hunter
- Royal North Shore Hospital and University of Sydney, Sydney, New South Wales, Australia
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40
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Sharma L, Chang AH, Jackson RD, Nevitt M, Moisio KC, Hochberg M, Eaton C, Kwoh CK, Almagor O, Cauley J, Chmiel JS. Varus Thrust and Incident and Progressive Knee Osteoarthritis. Arthritis Rheumatol 2017; 69:2136-2143. [PMID: 28772066 DOI: 10.1002/art.40224] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 07/27/2017] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To determine if varus thrust, a bowing out of the knee during gait (i.e., the first appearance or worsening of varus alignment during stance), is associated with incident and progressive knee osteoarthritis (OA), we undertook an Osteoarthritis Initiative ancillary study. We further considered hypothesized associations adjusted for static alignment, anticipating some attenuation. METHODS Gait was observed for the presence of thrust by 1 of 2-3 examiners per study site at 4 sites. In eligible knees, incident OA was defined as subsequent incident Kellgren/Lawrence grade ≥2, whole- and partial-grade medial joint space narrowing (JSN), and annualized loss of joint space width (JSW); progression was defined as medial JSN and JSW loss. Outcome measures were assessed for up to 7 years of follow-up. Analyses were knee-level, using multivariable logistic and linear regression with generalized estimating equations to account for between-limb correlation. RESULTS The incident OA sample included 4,187 knees (2,610 persons); the progression sample included 3,421 knees (2,284 persons). In knees with OA, thrust was associated with progression as assessed by each outcome measure, with adjustment for age, sex, body mass index, and pain on the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain subscale. In knees without OA, varus thrust was not associated with incident OA or other outcomes. After adjustment for alignment, the thrust-progression association was attenuated, but an independent association persisted for partial-grade JSN and JSW loss outcome models. WOMAC pain and alignment were consistently associated with all outcome measures. Within the stratum of varus knees, thrust was associated with an increased risk of progression. CONCLUSION Varus thrust visualized during gait is associated with knee OA progression and should be a target of intervention development.
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Affiliation(s)
- Leena Sharma
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Alison H Chang
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | | | - Kirsten C Moisio
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | | | | | - Orit Almagor
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jane Cauley
- University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Joan S Chmiel
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
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41
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Song J, Chang AH, Chang RW, Lee J, Pinto D, Hawker G, Nevitt M, Dunlop DD. Relationship of knee pain to time in moderate and light physical activities: Data from Osteoarthritis Initiative. Semin Arthritis Rheum 2017; 47:683-688. [PMID: 29103557 DOI: 10.1016/j.semarthrit.2017.10.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 09/15/2017] [Accepted: 10/04/2017] [Indexed: 11/24/2022]
Abstract
INTRODUCTION While OA literature indicates greater pain is related to less time being physically active, it is not known if time curtailment occurs primarily for moderate intensity activities or for light activities or in both. We examine the cross-sectional association of knee pain with physical activity using data from 1874 Osteoarthritis Initiative participants. METHODS Knee pain characteristics of constant and intermittent pain were each scored by the Intermittent and Constant Osteoarthritis Pain instrument and categorized into four pain levels (no pain, intermittent pain below and above median level, and constant pain). The relationships between knee pain levels and objectively measured physical activity (average weekly moderate or light intensity minutes) were assessed by quantile regression adjusted for socio-demographics and health factors. RESULTS Knee pain levels had a strong negative relationship with moderate intensity physical activities (p-value for trend =0.029). Compared to the no pain group, persons with more severe knee pain, particularly those reporting higher intermittent or constant pain spent less time in moderate activity. In contrast, there was no notable trend related to pain with time spent in light intensity activity. These patterns remained when restricted to persons with clinical evidence (symptoms and/or radiographic) of knee OA and among persons not using medications for knee symptoms. CONCLUSION Greater knee pain levels were strongly related to less moderate intensity activity time, but not time spent in light intensity physical activity. This relationship suggests that light activity may be a more acceptable way to increase physical activity than moderate activity for people with symptomatic knee pain.
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Affiliation(s)
- Jing Song
- Institute for Public Health and Medicine, Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, 633 St. Clair St, 20th Floor, Chicago, IL.
| | - Alison H Chang
- Department of Physical Therapy and Human Movement Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Rowland W Chang
- Institute for Public Health and Medicine, Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, 633 St. Clair St, 20th Floor, Chicago, IL; Northwestern University Feinberg School of Medicine, Division of Rheumatology, Department of Medicine, Chicago, IL; Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL; Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jungwha Lee
- Northwestern University Feinberg School of Medicine, Division of Rheumatology, Department of Medicine, Chicago, IL; Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Daniel Pinto
- Institute for Public Health and Medicine, Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, 633 St. Clair St, 20th Floor, Chicago, IL; Department of Physical Therapy and Human Movement Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Gillian Hawker
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Michael Nevitt
- Department of Epidemiology & Biostatistics, University of California at San Francisco, San Francisco, CA
| | - Dorothy D Dunlop
- Institute for Public Health and Medicine, Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, 633 St. Clair St, 20th Floor, Chicago, IL; Northwestern University Feinberg School of Medicine, Division of Rheumatology, Department of Medicine, Chicago, IL
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42
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Cruz-Almeida Y, Rosso A, Marcum Z, Harris T, Newman AB, Nevitt M, Satterfield S, Yaffe K, Rosano C. Associations of Musculoskeletal Pain With Mobility in Older Adults: Potential Cerebral Mechanisms. J Gerontol A Biol Sci Med Sci 2017; 72:1270-1276. [PMID: 28505228 PMCID: PMC5861958 DOI: 10.1093/gerona/glx084] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 04/25/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Musculoskeletal pain is highly prevalent and limits mobility in older adults. A potential mechanism by which pain affects mobility could be through its negative impact on the brain. We examined whether structural integrity of cerebral gray and white matter (WM) mediated the relationship between pain and mobility in community-dwelling older adults. METHODS Musculoskeletal pain, gait speed, and neuroimaging data were obtained concurrently from the Health ABC study (mean age = 83/56% female, n = 212). Microstructural gray matter integrity was measured by mean diffusivity (MD), WM microstructure and macrostructure were measured by fractional anisotropy (FA) and WM hyperintensities (WMH), respectively. Regression models were adjusted for gray matter atrophy, age, gender, medication use, and obesity. Bootstrapped mediation methods were used (1,000 bootstrapped samples, 95% confidence intervals). RESULTS The associations of musculoskeletal pain with WMH (β = .19, p < .05) and FA (β = -.18, p < .05) were robust to adjustment for gender, medication use, age, body mass index (BMI), and brain atrophy. Participants who experienced both knee and back pain had a significantly slower gait speed (~0.11 m/s) than those without knee or back pain (p < .05) independent of gender, medication, age, and BMI. WMH and FA significantly mediated the pain-gait speed relationship. Associations between pain and MD were not significant, and MD did not modify the association between pain and gait speed. CONCLUSIONS Cerebral WM integrity may contribute to the detrimental effects of musculoskeletal pain on mobility, although pre-existing WM integrity may also simultaneously amplify pain and decrease mobility. Future studies are needed to further understand whether successful pain management may significantly improve both brain health and mobility.
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Affiliation(s)
- Yenisel Cruz-Almeida
- Departments of Aging and Geriatric Research and Neuroscience, Institute on Aging, Pain Research and Intervention Center of Excellence, University of Florida
| | - Andrea Rosso
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
| | - Zachary Marcum
- Department of Pharmacy, School of Pharmacy, University of Washington
| | - Tamara Harris
- Laboratory of Epidemiology and Population Science, National Institute on Aging
| | - Anne B Newman
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
- Department of Geriatric Medicine, School of Medicine, University of Pittsburgh
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, UCSF School of Medicine
| | - Suzanne Satterfield
- Department of Preventive Medicine, University of Tennessee Health Science Center
| | - Kristine Yaffe
- Departments of Psychiatry, Neurology and Epidemiology, UCSF School of Medicine
| | - Caterina Rosano
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
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43
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Felson DT, Niu J, Quinn EK, Neogi T, Lewis CL, Lewis CE, Frey Law L, McCulloch C, Nevitt M, LaValley M. Multiple Nonspecific Sites of Joint Pain Outside the Knees Develop in Persons With Knee Pain. Arthritis Rheumatol 2017; 69:335-342. [PMID: 27589036 DOI: 10.1002/art.39848] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 08/16/2016] [Indexed: 11/09/2022]
Abstract
OBJECTIVE Many persons with knee pain have joint pain outside the knee, but despite the impact and high frequency of this pain, its distribution and causes have not been studied. We undertook this study to test the hypothesis of those studying gait abnormalities who have suggested that knee pain causes pain in adjacent joints but that pain adaptation strategies are highly individualized. METHODS We studied persons ages 50-79 years with or at high risk of knee osteoarthritis who were recruited from 2 community-based cohorts, the Multicenter Osteoarthritis Study and the Osteoarthritis Initiative, and we followed them up for 5-7 years. We excluded those with knee pain at baseline and compared those who had developed knee pain at the first follow-up examination (the index visit) with those who had not. We examined pain on most days at joint regions outside the knee in examinations after the index visit. Logistic regression analyses examined the risk of joint-specific pain adjusted for age, sex, body mass index, and symptoms of depression, and we performed sensitivity analyses excluding those with widespread pain. RESULTS In the combined cohorts, 693 persons had knee pain at the index visit and 2,793 did not. A total of 79.6% of those with bilateral knee pain and 63.8% of those with unilateral knee pain had pain during follow-up in a joint region outside the knee, compared with 49.9% of those without knee pain. There was an increased risk of pain at most extremity joint sites, without a predilection for specific sites. Results were unchanged when those with widespread pain were excluded. CONCLUSION Persons with chronic knee pain are at increased risk of pain in multiple joints in no specific pattern.
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Affiliation(s)
- David T Felson
- Boston University School of Medicine, Boston, Massachusetts, and University of Manchester and Central Manchester NHS Foundation Trust, Manchester, UK
| | - Jingbo Niu
- Boston University School of Medicine, Boston, Massachusetts
| | - Emily K Quinn
- Boston University School of Public Health, Boston, Massachusetts
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, Massachusetts
| | - Cara L Lewis
- Boston University School of Medicine, Boston, Massachusetts
| | - Cora E Lewis
- University of Alabama School of Medicine, Birmingham
| | | | | | | | - Michael LaValley
- Boston University School of Public Health, Boston, Massachusetts
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Sharma L, Hochberg M, Nevitt M, Guermazi A, Roemer F, Crema MD, Eaton C, Jackson R, Kwoh K, Cauley J, Almagor O, Chmiel JS. Knee tissue lesions and prediction of incident knee osteoarthritis over 7 years in a cohort of persons at higher risk. Osteoarthritis Cartilage 2017; 25:1068-1075. [PMID: 28232012 PMCID: PMC5466844 DOI: 10.1016/j.joca.2017.02.788] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 02/03/2017] [Accepted: 02/05/2017] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Among high risk individuals, whether knee lesions in tissues involved in osteoarthritis (OA) can improve prediction of knee OA is unclear. We hypothesized that models predicting (1) incident osteophytes and (2) incident osteophytes and joint space narrowing can be improved by including symptoms or function, and further improved by lesion status. DESIGN In Osteoarthritis Initiative (OAI) participants with normal knee X-rays, we assessed cartilage damage, bone marrow lesions (BMLs), and menisci. Cox proportional hazards models were used to develop risk prediction models for risk of each outcome. Nested models (increasingly larger baseline covariable sets) were compared using likelihood ratio tests and Schwarz Bayesian Information Criterion (SBC). Model discrimination used receiver operating characteristic (ROC) curves and area under the curve (AUC). RESULTS In 841 participants [age 59.6, body mass index (BMI) 26.7, 55.9% women] over up to 7 years follow-up, each larger set improved prediction (+hand OA, injury, surgery, activities; +symptoms/function). Prediction was further improved by including cartilage damage both compartments, BMLs both compartments, meniscal tear, meniscal extrusion, sum of lesion types, number of subregions with cartilage damage, number of subregions with BMLs, and (concurrently) subregion number with cartilage damage, subregion number with BMLs, and meniscal tear. AUCs were ≥0.80 for both outcomes for number of subregions with cartilage damage and the combined model. CONCLUSIONS Among persons at higher risk for knee OA with normal X-rays, MRI tissue lesions improved prediction of mild as well as moderate disease. These findings support that disease onset is likely occurring during the "high-risk" period and encourage a reorientation of approach.
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Affiliation(s)
| | | | - Michael Nevitt
- University of California at San Francisco, San Francisco, CA
| | | | - Frank Roemer
- Boston University, Boston, MA,University of Erlangen-Nuremberg, Erlangen, Germany
| | - Michel D. Crema
- Boston University, Boston, MA,Saint-Antoine Hospital, Paris VI University, Paris, France
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45
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Carlesso LC, Segal N, Curtis JR, Wise BL, Law LF, Nevitt M, Neogi T. Knee Pain and Structural Damage as Risk Factors for Incident Widespread Pain: Data From the Multicenter Osteoarthritis Study. Arthritis Care Res (Hoboken) 2017; 69:826-832. [PMID: 27636245 PMCID: PMC5354981 DOI: 10.1002/acr.23086] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 08/11/2016] [Accepted: 08/11/2016] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To examine the longitudinal relationship of knee pain, radiographic osteoarthritis (OA), symptomatic knee OA, and knee pain severity to incident widespread pain. METHODS The Multicenter Osteoarthritis Study is a longitudinal cohort of persons with or at risk of knee OA. Participants were characterized as having consistent frequent knee pain, radiographic OA (Kellgren/Lawrence scale grade ≥2), symptomatic OA, and knee pain severity at the 60-month visit (baseline). Widespread pain was categorized as pain above and below the waist, on both sides of the body and axially, using a standard homunculus, excluding knee pain. Incident widespread pain was defined as the presence of widespread pain at 84 months in those who were free of widespread pain at baseline. We assessed the relationship of baseline radiographic OA, symptomatic OA, consistent frequent knee pain, and knee pain severity, respectively, with incident widespread pain using logistic regression, adjusting for potential confounders, including models with and without pain severity. RESULTS At baseline, 1,129 subjects were eligible for analysis (mean ± SD age 66.7 ± 7.8 years; mean ± SD body mass index 30.1 ± 5.8 kg/m2 ; 52% women). Radiographic OA in either knee (adjusted odds ratio [ORadj ] 0.90 [95% confidence interval (95% CI) 0.63-1.30]; P = 0.587) was not associated with incident widespread pain. Baseline bilateral consistent frequent knee pain (ORadj 2.35 [95% CI 1.37-4.03]), bilateral symptomatic OA (ORadj 2.11 [95% CI 1.04-4.24]), and knee pain severity (worst knee) (ORadj 1.11 [95% CI 1.05-1.17]; P < 0.001) were significantly associated with incident widespread pain. CONCLUSION Consistent frequent knee pain, symptomatic OA, and knee pain severity increased the risk of developing widespread pain, independently of structural pathology. These results suggest that knee pain, and not structural pathology, contributes to the onset of widespread pain.
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Affiliation(s)
- Lisa C. Carlesso
- Faculty of Medicine, School of Rehabilitation, Université de Montréal, Centre de recherche de l'Hôpital Maisonneuve-Rosemont, Montréal, Quebec, Canada
| | - Neil Segal
- University of Kansas Medical Center, Kansas City, KS
| | - Jeffrey R Curtis
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AB
| | | | | | | | - Tuhina Neogi
- Boston University School of Medicine, Boston, MA
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46
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Shepherd JA, Ng BK, Fan B, Schwartz AV, Cawthon P, Cummings SR, Kritchevsky S, Nevitt M, Santanasto A, Cootes TF. Modeling the shape and composition of the human body using dual energy X-ray absorptiometry images. PLoS One 2017; 12:e0175857. [PMID: 28423041 PMCID: PMC5397033 DOI: 10.1371/journal.pone.0175857] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 03/31/2017] [Indexed: 12/11/2022] Open
Abstract
There is growing evidence that body shape and regional body composition are strong indicators of metabolic health. The purpose of this study was to develop statistical models that accurately describe holistic body shape, thickness, and leanness. We hypothesized that there are unique body shape features that are predictive of mortality beyond standard clinical measures. We developed algorithms to process whole-body dual-energy X-ray absorptiometry (DXA) scans into body thickness and leanness images. We performed statistical appearance modeling (SAM) and principal component analysis (PCA) to efficiently encode the variance of body shape, leanness, and thickness across sample of 400 older Americans from the Health ABC study. The sample included 200 cases and 200 controls based on 6-year mortality status, matched on sex, race and BMI. The final model contained 52 points outlining the torso, upper arms, thighs, and bony landmarks. Correlation analyses were performed on the PCA parameters to identify body shape features that vary across groups and with metabolic risk. Stepwise logistic regression was performed to identify sex and race, and predict mortality risk as a function of body shape parameters. These parameters are novel body composition features that uniquely identify body phenotypes of different groups and predict mortality risk. Three parameters from a SAM of body leanness and thickness accurately identified sex (training AUC = 0.99) and six accurately identified race (training AUC = 0.91) in the sample dataset. Three parameters from a SAM of only body thickness predicted mortality (training AUC = 0.66, validation AUC = 0.62). Further study is warranted to identify specific shape/composition features that predict other health outcomes.
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Affiliation(s)
- John A. Shepherd
- Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, California, United States of America
- Graduate Program in Bioengineering, University of California San Francisco, San Francisco, California, United States of America
- Graduate Program in Bioengineering, University of California, Berkeley, California, United States of America
| | - Bennett K. Ng
- Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, California, United States of America
- Graduate Program in Bioengineering, University of California San Francisco, San Francisco, California, United States of America
- Graduate Program in Bioengineering, University of California, Berkeley, California, United States of America
| | - Bo Fan
- Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, California, United States of America
| | - Ann V. Schwartz
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Peggy Cawthon
- San Francisco Coordinating Center, California Pacific Medical Center Research Institute, San Francisco, California, United States of America
| | - Steven R. Cummings
- San Francisco Coordinating Center, California Pacific Medical Center Research Institute, San Francisco, California, United States of America
| | - Stephen Kritchevsky
- San Francisco Coordinating Center, California Pacific Medical Center Research Institute, San Francisco, California, United States of America
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Adam Santanasto
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Timothy F. Cootes
- Centre for Imaging Sciences, University of Manchester, Manchester, United Kingdom
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47
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Hofmann F, Heilmeier U, Mbapte Wamba J, Joseph G, Darakananda K, Callan J, Neumann J, Kretzschmar M, Nevitt M, McCulloch C, Liu F, Lynch J, Link T. MRT-basierte, semi-quantitative Analyse des Kniegelenks eignet sich zur Vorhersage der Implantation von Knie-Totalendoprothesen. ROFO-FORTSCHR RONTG 2017. [DOI: 10.1055/s-0037-1600368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- F Hofmann
- Klinikum rechts der Isar, Technische Universität München, Institut für diagnostische und interventionelle Radiologie, München
| | - U Heilmeier
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - J Mbapte Wamba
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - G Joseph
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - K Darakananda
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - J Callan
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - J Neumann
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - M Kretzschmar
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
| | - M Nevitt
- University of California, San Francisco, Department of Epidemiology and Biostatistics, San Francisco
| | - C McCulloch
- University of California, San Francisco, Department of Epidemiology and Biostatistics, San Francisco
| | - F Liu
- University of California, San Francisco, Department of Epidemiology and Biostatistics, San Francisco
| | - J Lynch
- University of California, San Francisco, Department of Epidemiology and Biostatistics, San Francisco
| | - T Link
- University of California, San Francisco, Musculoskeletal Quantitative Imaging Research Group, Department of Radiology and Biomedical Imaging, San Francisco
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48
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Antony B, Driban JB, Price LL, Lo GH, Ward RJ, Nevitt M, Lynch J, Eaton CB, Ding C, McAlindon TE. The relationship between meniscal pathology and osteoarthritis depends on the type of meniscal damage visible on magnetic resonance images: data from the Osteoarthritis Initiative. Osteoarthritis Cartilage 2017; 25:76-84. [PMID: 27539889 PMCID: PMC5310282 DOI: 10.1016/j.joca.2016.08.004] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Revised: 07/31/2016] [Accepted: 08/09/2016] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To determine the association of different types of meniscal pathology with knee pain, bone marrow lesion (BML) volume, and end-stage knee osteoarthritis (esKOA). DESIGN Participants were selected from an ancillary project to the Osteoarthritis Initiative (OAI) who had at least one knee with symptomatic osteoarthritis. Baseline magnetic resonance images (MRI) were evaluated for meniscal pathology using a modified International Society of Arthroscopy, Knee Surgery, and Orthopaedic Sports Medicine (ISAKOS) classification system. We collapsed 10 types of meniscal pathology into five categories: normal, intrameniscal signal, morphological deformity/extrusion (altered meniscal shape and/or extrusion but no apparent substance loss), tear, and maceration. Outcomes included Western Ontario and McMaster Universities osteoarthritis index (WOMAC) knee pain and BML volume at baseline and after 2 years. We defined the prevalence of esKOA based on a validated algorithm. We performed logistic regression and adjusted for age, sex, and body mass index (BMI). RESULTS The 463 participants (53% male) included in the analysis had mean age 63 (9.2) years, BMI 29.6 (4.6) kg/m2, and 71% had Kellgren-Lawrence grade ≥2. Morphological deformity/extrusion and maceration, but no other types of meniscal pathology, were associated with BML volume (morphological deformity/extrusion odds ratio [OR] = 2.47, 95% CI: 1.49, 4.09, maceration OR = 5.85, 95% CI: 3.40, 10.06) and change in BML volume (morphological deformity/extrusion OR = 2.17, 95% CI: 1.37, 3.45, maceration OR = 3.12, 95% CI: 1.87, 5.19). Only maceration was associated with baseline WOMAC knee pain (OR = 2.82, 95% CI: 1.79, 4.43) and prevalence of esKOA (OR = 7.53, 95% CI: 4.25, 13.31). CONCLUSIONS Based on MRI, morphologic deformity/extrusion and maceration rather than intrameniscal signal or tear were associated with osteoarthritis severity and progression, which highlights the importance of differentiating distinct types of meniscal pathology.
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Affiliation(s)
- Benny Antony
- Division of Rheumatology, Tufts Medical Center, Boston, USA,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | | | - Lori Lyn Price
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA,Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA, USA
| | - Grace H. Lo
- Section of Immunology, Allergy, and Rheumatology, Baylor College of Medicine, Houston, TX, USA,Center for Innovations in Quality, Effectiveness and Safety Medical Care Line and Research Care Line; Michael E. DeBakey VAMC, Houston, TX, USA
| | - Robert J. Ward
- Department of Radiology, Tufts Medical Center, Boston, USA
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, University of California at San Francisco, USA
| | - John Lynch
- Department of Epidemiology and Biostatistics, University of California at San Francisco, USA
| | - Charles B. Eaton
- Center for Primary Care and Prevention, Alpert Medical School of Brown University, Pawtucket, RI, USA
| | - Changhai Ding
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
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49
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Chalhoub D, Marques E, Meirelles O, Semba RD, Ferrucci L, Satterfield S, Nevitt M, Cauley JA, Harris T. Association of Serum Klotho with Loss of Bone Mineral Density and Fracture Risk in Older Adults. J Am Geriatr Soc 2016; 64:e304-e308. [PMID: 27910102 DOI: 10.1111/jgs.14661] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Klotho deficiency has been previously linked to aging-like phenotypes such as osteoporosis, cognitive impairment, and sarcopenia. Low serum klotho was shown to be related to grip strength and disability. Nonetheless, no previous study has explored the association between serum klotho and fractures. The purpose of this report is to examine the relationship of serum klotho with bone mineral density (BMD) loss and fractures in older adults. DESIGN The Health, Aging, and Body Composition (Health ABC) Study is a longitudinal cohort study of 3,075 community-dwelling older adults. SETTING US clinical centers. PARTICIPANTS Two thousand seven hundred and seventy six well-functioning black and white adults aged 70 to 79 years with serum klotho measurements were followed up for a median of 5 years. MEASUREMENTS Percent annualized BMD change and fracture risk were compared across klotho quartiles. A Poisson distribution was used to calculate age-adjusted fracture incidence rates, and Cox proportional hazards models for multivariable-adjusted hazard ratios. RESULTS The annualized percent changes in hip, femoral neck, and vertebral BMD were similar across klotho quartiles. Participants experienced 507 nonspine fractures, 203 hip fractures, and 135 vertebral fractures. The Incidence rate (IR) of nonspine fractures was 17 per 1,000 person-years. The most frequent site was hip (IR = 6 per 1,000 person-years) and the IR of vertebral fractures was 3 per 1,000 person-years. There was no association between the lowest quartile of plasma klotho and nonspine (hazard ratio (HR) = 1.19, 95% confidence interval (CI) = 0.86-1.65), hip (HR = 1.34, 95% CI = 0.79-2.27), or vertebral fractures (HR = 1.17, 95% CI = 0.65-2.11). CONCLUSION Although klotho gene is a susceptible gene for reduced BMD, klotho blood concentration does not appear to be a predictor of bone loss or fracture risk in well-functioning older adults.
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Affiliation(s)
- Didier Chalhoub
- Intramural Research Program, Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Bethesda, Maryland
| | - Elisa Marques
- Intramural Research Program, Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Bethesda, Maryland
| | - Osorio Meirelles
- Intramural Research Program, Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Bethesda, Maryland
| | - Richard D Semba
- Department of Ophthalmology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Luigi Ferrucci
- Longitudinal Studies Section, National Institute on Aging, Baltimore, Maryland
| | - Suzanne Satterfield
- Department of Preventive Medicine, University of Tennessee, Memphis, Tennessee
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, UCSF School of Medicine, San Francisco, California
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Tamara Harris
- Intramural Research Program, Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Bethesda, Maryland
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50
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Driban JB, Lo GH, Eaton CB, Lapane KL, Nevitt M, Harvey WF, McCulloch CE, McAlindon TE. Exploratory analysis of osteoarthritis progression among medication users: data from the Osteoarthritis Initiative. Ther Adv Musculoskelet Dis 2016; 8:207-219. [PMID: 28321269 DOI: 10.1177/1759720x16664323] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND We conducted an exploratory analysis of osteoarthritis progression among medication users in the Osteoarthritis Initiative to identify interventions or pathways that may be associated with disease modification and therefore of interest for future clinical trials. METHODS We used participants from the Osteoarthritis Initiative with annual medication inventory data between the baseline and 36-month follow-up visit (n = 2938). Consistent medication users were defined for each medication classification as a participant reporting at all four annual visits that they were regularly using an oral prescription medication at the time of the visit. The exploratory analysis focused on medication classes with 40 or more users. The primary outcome measures were medial tibiofemoral joint space width change and the Western Ontario and McMaster Universities Arthritis Index (WOMAC) knee pain score change (12-36-month visits). Within each knee, we explored eight comparisons between users and matched or unmatched nonusers (defined two ways). An effect size of each comparison was calculated. Medication classes had potential signals if (a) both knees had less progression among users compared with nonusers, or (b) there was less progression based on structure and symptoms in one knee. RESULTS We screened 28 medication classes. Six medication classes had signals for fewer structural changes and better knee pain changes: alpha-adrenergic blockers, antilipemic (excluding statins and fibric acid), anticoagulants, selective serotonin reuptake inhibitors, antihistamines, and antineoplastic agents. Four medication classes had signals for structural changes alone: anti-estrogen (median effect size = 0.28; range = -0.41-0.64), angiotensin-converting enzyme inhibitors (median effect size = 0.13; range = -0.08-0.28), beta-adrenergic blockers (median effect size = 0.09; range = 0.01-0.30), and thyroid agents (median effect size = 0.04; range = -0.05-0.14). Thiazide diuretics had evidence for symptom modification (median effect size = -0.12; range = -0.24-0.04). CONCLUSIONS Users of neurovascular, antilipemic, or hormonal interventions may have less disease progression compared with nonusers.
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Affiliation(s)
- Jeffrey B Driban
- Division of Rheumatology, Tufts Medical Center, 800 Washington Street, Box #406, Boston, MA 02111, USA
| | - Grace H Lo
- Houston Health Services Research and Development Center of Excellence, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA and Section of Immunology, Allergy, and Rheumatology, Baylor College of Medicine, Houston, TX, USA
| | - Charles B Eaton
- Departments of Family Medicine and Epidemiology, Alpert Medical School of Brown University, and Center for Primary Care and Prevention, Memorial Hospital of Rhode Island, Pawtucket, RI, USA
| | - Kate L Lapane
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics at the University of California, San Francisco, CA, USA
| | | | - Charles E McCulloch
- Department of Epidemiology and Biostatistics at the University of California, San Francisco, CA, USA
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