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Research Article| Volume 30, ISSUE 2, P184-195, February 2022

Epidemiology of osteoarthritis

  • K.D. Allen
    Correspondence
    Address correspondence and reprint requests to: K.D. Allen, Thurston Arthritis Research Center, The University of North Carolina at Chapel Hill, 3300 Thurston Bldg., CB# 7280, Chapel Hill, NC 27599-7280, USA. Tel: 919-966-0558.
    Affiliations
    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

    Center for Health Services Research in Primary Care, Department of Veterans Affairs Medical Center, Durham, NC, USA
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  • L.M. Thoma
    Affiliations
    Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA

    Division of Physical Therapy, Department of Allied Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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  • Y.M. Golightly
    Affiliations
    Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA

    Division of Physical Therapy, Department of Allied Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA

    Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA

    Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Open ArchivePublished:September 14, 2021DOI:https://doi.org/10.1016/j.joca.2021.04.020

      Summary

      Objective

      To summarize the current state of the evidence regarding osteoarthritis (OA) prevalence, incidence and risk factors at the person-level and joint-level.

      Design

      This was a narrative review that took a comprehensive approach regarding inclusion of potential risk factors. The review complements prior reviews of OA epidemiology, with a focus on new research and emerging topics since 2017, as well as seminal studies.

      Results

      Studies continue to illustrate the high prevalence of OA worldwide, with a greater burden among older individuals, women, some racial and ethnic groups, and individuals with lower socioeconomic status. Modifiable risk factors for OA with the strongest evidence are obesity and joint injury. Topics of high interest or emerging evidence for a potential association with OA risk or progression include specific vitamins and diets, high blood pressure, genetic factors, metformin use, bone mineral density, abnormal joint shape and malalignment, and lower muscle strength/quality. Studies also continue to highlight the heterogenous nature of OA, with strong interest in understanding and defining OA phenotypes.

      Conclusions

      OA is an increasingly prevalent condition with worldwide impacts on many health outcomes. The strong evidence for obesity and joint injury as OA risk factors calls for heightened efforts to mitigate these risks at clinical and public health levels. There is also a need for continued research regarding how potential person- and joint-level risk factors may interact to influence the development and progression of OA.

      Keywords

      Introduction

      Osteoarthritis (OA) is a disease involving multiple anatomic and physiological alterations of joint tissues, including cartilage degradation, bone remodeling and osteophyte formation; this leads to clinical manifestations including pain, stiffness, swelling and limitations in joint function

      Osteoarthritis Research Society International. Osteoarthritis: a serious disease, submitted to the U.S. Food and.Drug Administration. https://www.oarsi.org/research/oa-serious-disease. [Accessed 3 December, 2020].

      . OA is one of the most common chronic health conditions, impacting not only pain and physical function but also many other outcomes including mental health, sleep, work participation, and even mortality

      Osteoarthritis Research Society International. Osteoarthritis: a serious disease, submitted to the U.S. Food and.Drug Administration. https://www.oarsi.org/research/oa-serious-disease. [Accessed 3 December, 2020].

      . Because there have been prior reviews of OA epidemiology
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      , this narrative review emphasizes new research since 2017. However, we include results from earlier work, particularly seminal studies and topics not represented newer studies. Similar to some other reviews, potential risk factors are grouped according to person-level and joint-level characteristics. We note that this review does not include a review of spine OA or genetic factors associated with OA, as these will be covered in separate manuscripts in this series
      • Aubourg G.
      • Rice S.J.
      • Bruce-Wootton P.
      • Loughlin J.
      Genetics of osteoarthritis.
      .

      OA prevalence and incidence

      Table I provides estimates of radiographic and symptomatic OA prevalence and incidence from recent cohort studies (2017 to present), along with details on sample weights when appropriate; the text below also summarizes data from key earlier studies, with come cohort studies from China being described in the Demographic Characteristics section. Estimates have varied across studies, based on the populations examined (including age ranges), data sources, and different definitions of OA. A prior review summarized prevalence and incidence data from studies of knee, hip and hand OA data, illustrating this variability
      • Pereira D.
      • Peleteiro B.
      • Araujo J.
      • Branco J.
      • Santos R.A.
      • Ramos E.
      The effect of osteoarthritis definition on prevalence and incidence estimates: a systematic review.
      .
      Table IResults of recent (2017-present) cohort studies of the prevalence and incidence of OA
      Joint(s)Cohort/Data SourceCountryAge GroupOA Definition(s)Findings
      Any Joint
      EPISER-2016Spain≥50 yearsScreening questions based on ACR clinical criteria – hand, hip, knee or spine OA
      • Weighted prevalence of self-reported OA: 29.3% (weights based on probability of selection in each sampling stage)
      Clinical Practice Research DatalinkUnited Kingdom≥20 yearsGeneral practitioner diagnosis of OA from electronic medical records
      • Age- and sex-standardized: 6.8 cases of OA per 1000 person years, prevalence of OA: 10.7%
      Clinical Practice Research DatalinkUnited Kingdom≥45 yearsGeneral practitioner diagnosis of OA from electronic medical records
      • Annual age- and sex-adjusted rate for clinical OA: 29.2 per 1000 person years in 1992, 40.5 (95% CI 40.3, 40.7) per 1000 person years in 2013
      Knee
      Korean National Health and Nutrition Examination SurveyKorea≥50 yearsKL Grade ≥2
      • Weighted prevalence of radiographic knee OA: 35.1% (weights from sampling and response rates and age/sex proportions of 2005 Korean National Census Registry)
      Chingford Study (Women)United Kingdom45–64 yearsIncident typical OA: KL 0 to 1, 0 to 2, 1 to 2
      • Cumulative 5-year incidence of typical knee OA: 17.6%
      • Cumulative 5-year incidence of accelerated knee OA: 3.7%
      Incident accelerated OA: KL 0 to 3
      EPISER-2016Spain≥40 yearsACR clinical and radiological criteria
      • Weighted prevalence of symptomatic knee OA: 13.8% (weights based on probability of selection in each sampling stage)
      Clinical Assessment Study of the Knee, Clinical Assessment Study of the Hand, and Clinical Assessment Study of the FootUnited Kingdom≥50 yearsRadiographic evidence plus self-reported pain in the past 4 weeks
      • Weighted prevalence of radiographic, symptomatic knee OA: 17.4% (weights accounted for initial selective non-response, age, gender, and practice location)
      Hip
      EPISER-2016Spain≥40 yearsACR clinical and radiological criteria
      • Weighted prevalence of symptomatic hip OA: 5.1% (weights based on probability of selection in each sampling stage)
      Research on Osteoarthritis/osteoporosis Against DisabilityJapan≥23 yearsKL Grade ≥2
      • Incidence rate of radiographic hip OA: 5.6 per 1,000 person years for men and 8.4 per 1,000 person years in women
      Hand
      Clinical Assessment Study of the Knee, Clinical Assessment Study of the Hand, and Clinical Assessment Study of the FootUnited Kingdom≥50 yearsRadiographic evidence plus self-reported pain in the past 4 weeks
      • Weighted -prevalence of radiographic, symptomatic hand OA: 22.4% (weights accounted for initial selective non-response, age, gender, and practice location)
      EPISER-2016Spain≥40 yearsACR clinical criteria
      • Weighted prevalence of symptomatic hand OA: 7.7% (weights based on probability of selection in each sampling stage)
      Johnston County Osteoarthritis StudyUnited States≥45 yearsKL Grade ≥2 in at least one hand joint
      • Incidence of radiographic hand OA (average 12-year period): 60.5%
      • Incidence of symptomatic hand OA (average 12-year period): 12.9%
      Johnston County Osteoarthritis StudyUnited States≥45 yearsKL grade ≥2 in at least three total joints in each hand (excluding metacarpophalangeal (joints) and at least one affected distal interphalangeal joint plus self-reported pain, aching or stiffness on most days
      • Lifetime risk of symptomatic hand OA: 39.8% (sampling weights applied based on selection probability, nonresponse adjustments, and post-stratification adjustment)
      Foot and Ankle
      Clinical Assessment Study of the FootUnited Kingdom≥50 yearsKL Grade ≥2 plus pain in the same ankle
      • Weighted radiographic, symptomatic ankle OA: 3.4% (weights accounted for initial selective non-response)
      Clinical Assessment Study of the Knee, Clinical Assessment Study of the Hand, and Clinical Assessment Study of the FootUnited Kingdom≥50 yearsRadiographic evidence plus self-reported pain in the past 4 weeks
      • Weighted prevalence of radiographic, symptomatic foot OA: 16.5% (weights accounted for initial selective non-response, age, gender, and practice location)
      Clinical Practice Research DatalinkUnited Kingdom≥20 yearsGeneral practitioner diagnosis of OA from electronic medical records
      • Age- and sex-standardized Incidence of ankle and foot OA: 0.2 per 1,000 person years
      Johnston County Osteoarthritis ProjectUnited States≥50 yearsScore of two or more for osteophytes or joint space narrowing in at least one of five joint sites plus foot pain on most days of any month in the past 12 months
      • Prevalence of radiographic foot OA: 22.1%
      • Prevalence of symptomatic foot OA: 5.3%
      Johnston County Osteoarthritis ProjectUnited States≥55 yearsIncident ankle OA: KL Grade ≥1 at follow-up among ankles with baseline KL Grade <1; Progressive ankle OA: ≥1 KL Grade increase at follow-up among ankles with KL Grade ≥one at baseline
      • Incidence of radiographic ankle OA at 3.5 years: 28.2%
      • Progression of radiographic ankle OA at 3.5 years: 4.0%
      ACR = American College of Rheumatology; KL= Kellgren Lawrence; OA = osteoarthritis.
      KL Grade ≥2 = definite osteophytes and possible joint space narrowing.
      While most research has focused on OA at specific sites, some studies have provided data on OA prevalence and incidence more generally. An estimated 240 million individuals worldwide have symptomatic OA, including 10% of men and 18% of women age 60 and older

      World Health Organization. Chronic rheumatic conditions. https://www.who.int/chp/topics/rheumatic/en/. [Accessed 22 July 2020].

      . Recent estimates from the Global Burden of Diseases, Injuries and Risk Factors Study (GBD) found that globally, the age-standardized point prevalence and annual incidence rate of symptomatic, radiographically confirmed hip and knee OA were 3754.2 (Uncertainty Index (UI) 3389.4–4187.6) and 181.2 (UI 162.6–202.4) per 100,000, respectively; these represent 9.3% and 8.2% increases since 1990
      • Safiri S.
      • Kolahi A.A.
      • Smith E.
      • Hill C.
      • Bettampadi D.
      • Mansournia M.A.
      • et al.
      Global, regional and national burden of osteoarthritis 1990-2017: a systematic analysis of the Global Burden of Disease Study 2017.
      . Of note, GBD utilized available data sources on radiographic OA, and when data were not available for a country, values were estimated based on similar countries and territories, using disease-relevant country characteristics. Population-based studies of OA prevalence and incidence have been conducted in multiple countries. In a large survey study of individuals age ≥50 in England, about half of respondents indicated having OA in at least one joint, including the hand, hip, knee and foot
      • Thomas E.
      • Peat G.
      • Croft P.
      Defining and mapping the person with osteoarthritis for population studies and public health.
      . A recent survey study of individuals age ≥20 years in Spain found that 29% of individuals (weighted prevalence) had OA at one or more locations (including spine, hand, hip and knee), based on screening questions corresponding to American College of Rheumatology (ACR) clinical criteria
      • Blanco F.J.
      • Silva-Diaz M.
      • Quevedo Vila V.
      • Seoane-Mato D.
      • Perez Ruiz F.
      • Juan-Mas A.
      • et al.
      Prevalence of symptomatic osteoarthritis in Spain: EPISER2016 study.
      . A United Kingdom (UK)-based study, using a large nationally representative primary care database, found there were 494,716 incident cases of clinical OA between 1997 and 2017, corresponding to 6.8 (95% Confidence Interval (CI) 6.7–6.9) per 1000 person years (age- and sex-standardized)
      • Swain S.
      • Sarmanova A.
      • Mallen C.
      • Kuo C.F.
      • Coupland C.
      • Doherty M.
      • et al.
      Trends in incidence and prevalence of osteoarthritis in the United Kingdom: findings from the clinical practice research datalink (CPRD).
      . Another study using this data source showed that among patients age ≥45 years, the annual age and sex-adjusted incidence rate for clinical OA increased from 29.2 (95% CI 28.8, 29.5) to 40.5 (95% CI 40.3, 40.7) per 1000 person years from 1992 to 2013
      • Yu D.
      • Jordan K.P.
      • Bedson J.
      • Englund M.
      • Blyth F.
      • Turkiewicz A.
      • et al.
      Population trends in the incidence and initial management of osteoarthritis: age-period-cohort analysis of the Clinical Practice Research Datalink, 1992-2013.
      .
      There has also been interest in multiple-joint OA (MJOA), which has been defined in at least 10 different ways
      • Gullo T.R.
      • Golightly Y.M.
      • Cleveland R.J.
      • Renner J.B.
      • Callahan L.F.
      • Jordan J.M.
      • et al.
      Defining multiple joint osteoarthritis, its frequency and impact in a community-based cohort.
      . Because of this variability, it has been difficult to establish a consensus of the prevalence of MJOA. A systematic review found prevalence estimates ranging from 5% to 25%
      • Nelson A.E.
      • Smith M.W.
      • Golightly Y.M.
      • Jordan J.M.
      "Generalized osteoarthritis": a systematic review.
      . Overall, MJOA has been associated with poorer OA-related outcomes compared with single joint involvement.

      Knee OA

      The prevalence and incidence of knee OA has been more widely studied than other joints
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      ,
      • Blanco F.J.
      • Silva-Diaz M.
      • Quevedo Vila V.
      • Seoane-Mato D.
      • Perez Ruiz F.
      • Juan-Mas A.
      • et al.
      Prevalence of symptomatic osteoarthritis in Spain: EPISER2016 study.
      ,
      • Postler A.
      • Ramos A.L.
      • Goronzy J.
      • Gunther K.P.
      • Lange T.
      • Schmitt J.
      • et al.
      Prevalence and treatment of hip and knee osteoarthritis in people aged 60 years or older in Germany: an analysis based on health insurance claims data.
      • Peat G.
      • Rathod-Mistry T.
      • Paskins Z.
      • Marshall M.
      • Thomas M.J.
      • Menz H.B.
      • et al.
      Relative prevalence and distribution of knee, hand and foot symptomatic osteoarthritis subtypes in an English population.
      • Turkiewicz A.
      • Gerhardsson de Verdier M.
      • Engstrom G.
      • Nilsson P.M.
      • Mellstrom C.
      • Lohmander L.S.
      • et al.
      Prevalence of knee pain and knee OA in southern Sweden and the proportion that seeks medical care.
      • Felson D.T.
      • Naimark A.
      • Anderson J.
      • Kazis L.
      • Castelli W.
      • Meenan R.F.
      The prevalence of knee osteoarthritis in the elderly: the Framingham Osteoarthritis Study.
      • Jordan J.M.
      • Helmick C.G.
      • Renner J.B.
      • Luta G.
      • Dragomir A.D.
      • Woodard J.
      • et al.
      Prevalence of knee symptoms and radiographic and symptomatic knee osteoarthritis in African Americans and Caucasians: the johnston county osteoarthritis project.
      ; data from recent studies are shown in Table I. The prevalence of symptomatic knee OA has varied across studies. For example, among adults age ≥45 years in the US-based Framingham cohort, the prevalence of symptomatic knee OA was 7%; in the US-based Johnston County Osteoarthritis project, the prevalence was 17%
      • Felson D.T.
      • Naimark A.
      • Anderson J.
      • Kazis L.
      • Castelli W.
      • Meenan R.F.
      The prevalence of knee osteoarthritis in the elderly: the Framingham Osteoarthritis Study.
      ,
      • Jordan J.M.
      • Helmick C.G.
      • Renner J.B.
      • Luta G.
      • Dragomir A.D.
      • Woodard J.
      • et al.
      Prevalence of knee symptoms and radiographic and symptomatic knee osteoarthritis in African Americans and Caucasians: the johnston county osteoarthritis project.
      . A recent meta-analysis found the overall pooled estimate of symptomatic knee OA prevalence in China was 14.6%
      • Li D.
      • Li S.
      • Chen Q.
      • Xie X.
      The prevalence of symptomatic knee osteoarthritis in relation to age, sex, area, region, and body mass index in China: a systematic review and meta-analysis.
      . Using data from the National Health Interview Survey, along with a validated simulation model, an estimated 14 million people in the US have symptomatic knee OA
      • Deshpande B.R.
      • Katz J.N.
      • Solomon D.H.
      • Yelin E.H.
      • Hunter D.J.
      • Messier S.P.
      • et al.
      Number of persons with symptomatic knee osteoarthritis in the US: impact of race and ethnicity, age, sex, and obesity.
      . Data from the Korean National Health and Nutrition Examination Survey (NHANES) reported the weighted prevalence of radiographic knee OA among adults age ≥50 years was 35.1%
      • Hong J.W.
      • Noh J.H.
      • Kim D.J.
      The prevalence of and demographic factors associated with radiographic knee osteoarthritis in Korean adults aged >/= 50 years: the 2010-2013 Korea National Health and Nutrition Examination Survey.
      . Data from among individuals aged 60–74 years in the US NHANES showed that from 1974 to 1994, the age- and BMI-adjusted prevalence of knee pain increased by approximately 65% in demographic groups including non-Hispanic white and Mexican American individuals and African American women
      • Nguyen U.S.
      • Zhang Y.
      • Zhu Y.
      • Niu J.
      • Zhang B.
      • Felson D.T.
      Increasing prevalence of knee pain and symptomatic knee osteoarthritis: survey and cohort data.
      . In the Framingham Osteoarthritis Study, among adults aged ≥70 years, from 1983 to 2005, the age- and BMI-adjusted prevalence of knee pain and symptomatic knee OA (but not radiographic knee OA) approximately doubled among women and tripled among men
      • Nguyen U.S.
      • Zhang Y.
      • Zhu Y.
      • Niu J.
      • Zhang B.
      • Felson D.T.
      Increasing prevalence of knee pain and symptomatic knee osteoarthritis: survey and cohort data.
      . Results from these two studies importantly suggest that increases in the prevalence of knee pain and knee OA over time are not fully explained by increased rates of obesity. There has also been interest in estimating the prevalence of patellofemoral OA specifically
      • Li Z.
      • Liu Q.
      • Zhao C.
      • Gao X.
      • Han W.
      • Stefanik J.J.
      • et al.
      High prevalence of patellofemoral osteoarthritis in China: a multi-center population-based osteoarthritis study.
      . A meta-analysis including 85 studies found that about half of individuals with knee pain or radiographic knee OA have patellofemoral involvement
      • Hart H.F.
      • Stefanik J.J.
      • Wyndow N.
      • Machotka Z.
      • Crossley K.M.
      The prevalence of radiographic and MRI-defined patellofemoral osteoarthritis and structural pathology: a systematic review and meta-analysis.
      .
      Analyses from The Chingford Study found that the cumulative 5-year incidence of “typical” radiographic knee OA among women age 45–64 years was 17.6%, and the incidence of “accelerated” radiographic knee OA was 3.7%
      • Driban J.B.
      • Bannuru R.R.
      • Eaton C.B.
      • Spector T.D.
      • Hart D.J.
      • McAlindon T.E.
      • et al.
      The incidence and characteristics of accelerated knee osteoarthritis among women: the Chingford cohort.
      . The lifetime risk of symptomatic knee OA has been estimated to be between 14% and 45%, using different cohorts and methodologies
      • Losina E.
      • Weinstein A.M.
      • Reichmann W.M.
      • Burbine S.A.
      • Solomon D.H.
      • Daigle M.E.
      • et al.
      Lifetime risk and age at diagnosis of symptomatic knee osteoarthritis in the US.
      ,
      • Murphy L.
      • Schwartz T.A.
      • Helmick C.G.
      • Renner J.B.
      • Tudor G.
      • Koch G.
      • et al.
      Lifetime risk of symptomatic knee osteoarthritis.
      . Another key study reported that the age- and sex-standardized incidence rate of symptomatic knee OA among individuals in a community health plan was 240 per 100,000 person years, rising substantially after age 50
      • Oliveria S.A.
      • Felson D.T.
      • Reed J.I.
      • Cirillo P.A.
      • Walker A.M.
      Incidence of symptomatic hand, hip, and knee osteoarthritis among patients in a health maintenance organization.
      .

      Hip OA

      Recent cohort studies of the prevalence and incidence of hip OA are shown in Table I. In a population-based study of adults age ≥40 years in Spain, the weighted prevalence of hip OA, based on ACR clinical and radiographic criteria, was 5.1%
      • Blanco F.J.
      • Silva-Diaz M.
      • Quevedo Vila V.
      • Seoane-Mato D.
      • Perez Ruiz F.
      • Juan-Mas A.
      • et al.
      Prevalence of symptomatic osteoarthritis in Spain: EPISER2016 study.
      . In the Framingham cohort, the age-standardized prevalence of radiographic hip OA among adults age ≥50 years was 19.6%, and the prevalence of symptomatic hip OA was 4.2%
      • Kim C.
      • Linsenmeyer K.D.
      • Vlad S.C.
      • Guermazi A.
      • Clancy M.M.
      • Niu J.
      • et al.
      Prevalence of radiographic and symptomatic hip osteoarthritis in an urban United States community: the Framingham osteoarthritis study.
      . The prevalence of symptomatic hip OA in the Johnston County Osteoarthritis Project (adults age ≥45 years) was higher, 10%
      • Jordan J.M.
      • Helmick C.G.
      • Renner J.B.
      • Luta G.
      • Dragomir A.D.
      • Woodard J.
      • et al.
      Prevalence of hip symptoms and radiographic and symptomatic hip osteoarthritis in African Americans and whites: the johnston county osteoarthritis project.
      . Recent data from the Research on Osteoarthritis/osteoporosis Against Disability cohort showed that the incidence rate of radiographic hip OA adults age ≥23 years was 5.6 per 1,000 person years for men and 8.4 per 1,000 person years in women
      • Iidaka T.
      • Muraki S.
      • Oka H.
      • Horii C.
      • Kawaguchi H.
      • Nakamura K.
      • et al.
      Incidence rate and risk factors for radiographic hip osteoarthritis in Japanese men and women: a 10-year follow-up of the ROAD study.
      . Among adults in a community health plan, the age- and sex-standardized incidence rate of symptomatic hip OA was 88 per 100,000 person years, rising substantially after age 50
      • Oliveria S.A.
      • Felson D.T.
      • Reed J.I.
      • Cirillo P.A.
      • Walker A.M.
      Incidence of symptomatic hand, hip, and knee osteoarthritis among patients in a health maintenance organization.
      . One US-based study estimated that the weighted lifetime risk of symptomatic hip OA is 25%
      • Murphy L.
      • Helmick C.G.
      • Schwartz T.
      • Tudor G.
      • Koch G.
      • Renner J.B.
      • et al.
      The lifetime risk of symptomatic hip osteoarthritis is one in four.
      .

      Hand

      The prevalence of hand OA has been highly variable across studies, with large differences between radiographic and symptomatic disease, as well as based on different disease definitions; results from recent cohort studies are shown in Table I. In a study including three English cohorts age ≥50 years, the weighted prevalence of radiographic, symptomatic hand OA was 22%, with first carpometacarpal joint OA being the most common subtype
      • Peat G.
      • Rathod-Mistry T.
      • Paskins Z.
      • Marshall M.
      • Thomas M.J.
      • Menz H.B.
      • et al.
      Relative prevalence and distribution of knee, hand and foot symptomatic osteoarthritis subtypes in an English population.
      . In a Spanish study of adults age ≥40 years, using ACR clinical criteria, the weighted prevalence of hand OA was 7.7%
      • Blanco F.J.
      • Silva-Diaz M.
      • Quevedo Vila V.
      • Seoane-Mato D.
      • Perez Ruiz F.
      • Juan-Mas A.
      • et al.
      Prevalence of symptomatic osteoarthritis in Spain: EPISER2016 study.
      . Earlier research from the Framingham Osteoarthritis study reported the age-standardized prevalence of symptomatic hand OA was 14% in women and 7% in men
      • Haugen I.K.
      • Englund M.
      • Aliabadi P.
      • Niu J.
      • Clancy M.
      • Kvien T.K.
      • et al.
      Prevalence, incidence and progression of hand osteoarthritis in the general population: the Framingham Osteoarthritis Study.
      ; this increased to 26% and 13% among those age 71 and older in the Framingham cohort
      • Zhang Y.
      • Niu J.
      • Kelly-Hayes M.
      • Chaisson C.E.
      • Aliabadi P.
      • Felson D.T.
      Prevalence of symptomatic hand osteoarthritis and its impact on functional status among the elderly.
      .
      In the US-based Johnston County Osteoarthritis Project, the incidence of radiographic hand OA among adults age ≥45 years was 60%, and the incidence of symptomatic hand OA was 13% over a 12-year average follow-up period
      • Snyder E.A.
      • Alvarez C.
      • Golightly Y.M.
      • Renner J.B.
      • Jordan J.M.
      • Nelson A.E.
      Incidence and progression of hand osteoarthritis in a large community-based cohort: the Johnston County Osteoarthritis Project.
      . In the same cohort, the weighted lifetime risk of symptomatic hand OA was 40%
      • Qin J.
      • Barbour K.E.
      • Murphy L.B.
      • Nelson A.E.
      • Schwartz T.A.
      • Helmick C.G.
      • et al.
      Lifetime risk of symptomatic hand osteoarthritis: the johnston county osteoarthritis project.
      . In the Framingham Osteoarthritis study, the 9-year incidence of radiographic hand OA at any joint was about 35%, with an incidence of symptomatic hand OA (at one or more joints) being 4% in men and 10% in women
      • Haugen I.K.
      • Englund M.
      • Aliabadi P.
      • Niu J.
      • Clancy M.
      • Kvien T.K.
      • et al.
      Prevalence, incidence and progression of hand osteoarthritis in the general population: the Framingham Osteoarthritis Study.
      . Among adults in a community health plan, the age- and sex-standardized incidence rate of symptomatic hand OA was 100 per 100,000 person years, rising substantially after age 50
      • Oliveria S.A.
      • Felson D.T.
      • Reed J.I.
      • Cirillo P.A.
      • Walker A.M.
      Incidence of symptomatic hand, hip, and knee osteoarthritis among patients in a health maintenance organization.
      .

      Foot & ankle

      A recent systematic review of 18 studies found no true general population prevalence estimates of radiographic ankle OA; prevalence estimates in various cohorts ranged widely from 0.0 to 97.1%
      • Murray C.
      • Marshall M.
      • Rathod T.
      • Bowen C.J.
      • Menz H.B.
      • Roddy E.
      Population prevalence and distribution of ankle pain and symptomatic radiographic ankle osteoarthritis in community dwelling older adults: a systematic review and cross-sectional study.
      . Results of recent cohort studies are shown in Table I. The Clinical Assessment Study of the Foot (CASF), including 5109 adults age ≥50 years in four UK based general practices, found the weighted prevalence of ankle pain was 11.7% and symptomatic, radiographic ankle OA (grade≥2) was 3.4%
      • Murray C.
      • Marshall M.
      • Rathod T.
      • Bowen C.J.
      • Menz H.B.
      • Roddy E.
      Population prevalence and distribution of ankle pain and symptomatic radiographic ankle osteoarthritis in community dwelling older adults: a systematic review and cross-sectional study.
      . In the Johnston County Osteoarthritis Project, 28% of adults age ≥55 years developed incident radiographic ankle OA over 3.5 years; among those with ankle OA at baseline, 4% had radiographic worsening
      • Jaleel A.
      • Golightly Y.M.
      • Alvarez C.
      • Renner J.B.
      • Nelson A.E.
      Incidence and progression of ankle osteoarthritis: the johnston county osteoarthritis project.
      . In a UK-based study of a large nationally representative primary care database including adults age ≥20 years, the age- and sex-standardized incidence of ankle and foot OA was 0.2 per 1,000 person years
      • Swain S.
      • Sarmanova A.
      • Mallen C.
      • Kuo C.F.
      • Coupland C.
      • Doherty M.
      • et al.
      Trends in incidence and prevalence of osteoarthritis in the United Kingdom: findings from the clinical practice research datalink (CPRD).
      . A review of midfoot and forefoot OA found that most studies focused on radiographic OA, with wide variability in prevalence estimates (0.1–61%) based on age, gender and joint(s) studied
      • Kalichman L.
      • Hernandez-Molina G.
      Midfoot and forefoot osteoarthritis.
      . The CASF study reported the weighted prevalence of symptomatic OA in the foot was 16.7%
      • Roddy E.
      • Thomas M.J.
      • Marshall M.
      • Rathod T.
      • Myers H.
      • Menz H.B.
      • et al.
      The population prevalence of symptomatic radiographic foot osteoarthritis in community-dwelling older adults: cross-sectional findings from the clinical assessment study of the foot.
      among adults age ≥50 years, with 7.8% symptomatic OA in the first metatarsophalangeal joint
      • Roddy E.
      • Thomas M.J.
      • Marshall M.
      • Rathod T.
      • Myers H.
      • Menz H.B.
      • et al.
      The population prevalence of symptomatic radiographic foot osteoarthritis in community-dwelling older adults: cross-sectional findings from the clinical assessment study of the foot.
      and 12.0% in the midfoot
      • Thomas M.J.
      • Peat G.
      • Rathod T.
      • Marshall M.
      • Moore A.
      • Menz H.B.
      • et al.
      The epidemiology of symptomatic midfoot osteoarthritis in community-dwelling older adults: cross-sectional findings from the clinical assessment study of the foot.
      . In the Johnston County Osteoarthritis Project, among adults age ≥50 years the frequency of radiographic foot OA was 22.1%, and symptomatic foot OA was less common (5.3%)
      • Flowers P.
      • Nelson A.
      • Hillstrom H.J.
      • Renner J.B.
      • JOrdan J.M.
      • Golightly Y.M.
      Cross-Sectional analysis of foot osteoarthritis frequency and associated factors: the johnston county osteoarthritis project.
      ,
      • Flowers P.
      • Nelson A.E.
      • Hannan M.T.
      • Hillstrom H.J.
      • Renner J.B.
      • Jordan J.M.
      • et al.
      Foot osteoarthritis frequency and associated factors in a community-based cross-sectional study of White and African American adults.
      . A community-based longitudinal cohort study of adults aged 40–91 years in Clearwater, Florida estimated a 25% incidence of first metatarsophalangeal joint OA over an average of 7 years
      • Mahiquez M.Y.
      • Wilder F.V.
      • Stephens H.M.
      Positive hindfoot valgus and osteoarthritis of the first metatarsophalangeal joint.
      .

      Person-level risk factors

      Table II presents key person-level risk factors for OA.
      Table IIPerson- and joint-level factors with evidence for impacting risk for developing OA
      Person-Level FactorsJoint-Level Factors
      AgeJoint Injury
      SexJoint malalignment (Mixed evidence)
      Race/EthnicityJoint Deformity/Abnormal Joint Shape
      Socioeconomic StatusMuscle Weakness (Mixed evidence)
      Rural ResidenceLeg length Inequality
      Family History and Genetic FactorsPhysically Demanding Occupational Tasks
      ObesityElite sports
      High Blood Pressure (Mixed evidence)
      High Bone Mineral Density
      Metformin Use

      Demographic Characteristics

      Many studies have shown that OA risk increases with age and is greater among women compared with men
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      . Gender differences in OA seem to be present across joint sites, with the potential exception of cervical spine OA
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      . Racial and ethnic differences are also well documented
      • Callahan L.F.
      • Cleveland R.J.
      • Allen K.D.
      • Golightly Y.M.
      Racial/ethnic, socioeconomic and geographic disparities in hip and knee osteoarthritis.
      . In the US, multiple studies have found that Blacks have greater prevalence and severity of lower extremity OA than Whites
      • Callahan L.F.
      • Cleveland R.J.
      • Allen K.D.
      • Golightly Y.M.
      Racial/ethnic, socioeconomic and geographic disparities in hip and knee osteoarthritis.
      . A recent study of the Osteoarthritis Initiative cohort found that Black participants had lower odds of radiographic (OR = 0.79, 95% CI 0.66, 0.94) and symptomatic (OR = 0.63, 95%CI 0.49, 0.82) hand OA compared to Whites; however, it should be noted that this cohort includes only individuals with or at risk for knee OA
      • Pishgar F.
      • Kwee R.M.
      • Haj-Mirzaian A.
      • Guermazi A.
      • Haugen I.K.
      • Demehri S.
      Association between race and radiographic, symptomatic, and clinical hand osteoarthritis: a propensity score-matched study using osteoarthritis initiative data.
      . Studies have observed that Chinese women have about 45% higher prevalence of radiographic and symptomatic knee OA than white women, with no difference between Chinese and white men
      • Felson D.T.
      • Nevitt M.C.
      • Zhang Y.
      • Aliabadi P.
      • Baumer B.
      • Gale D.
      • et al.
      High prevalence of lateral knee osteoarthritis in Beijing Chinese compared with Framingham Caucasian subjects.
      ,
      • Zhang Y.
      • Xu L.
      • Nevitt M.C.
      • Aliabadi P.
      • Yu W.
      • Qin M.
      • et al.
      Comparison of the prevalence of knee osteoarthritis between the elderly Chinese population in Beijing and whites in the United States: the Beijing Osteoarthritis Study.
      . However, hip OA is less common among Chinese individuals, compared with whites
      • Nevitt M.C.
      • Xu L.
      • Zhang Y.
      • Lui L.Y.
      • Yu W.
      • Lane N.E.
      • et al.
      Very low prevalence of hip osteoarthritis among Chinese elderly in Beijing, China, compared with whites in the United States: the Beijing osteoarthritis study.
      . Studies from multiple countries have shown that OA prevalence, particularly at the knee and hip, is higher among individuals with lower socioeconomic status, as well as in rural communities
      • Callahan L.F.
      • Cleveland R.J.
      • Allen K.D.
      • Golightly Y.M.
      Racial/ethnic, socioeconomic and geographic disparities in hip and knee osteoarthritis.
      .

      Obesity and metabolic and inflammatory factors

      The associations of obesity and metabolic syndrome with OA have continued to be a major research focus
      • Swain S.
      • Sarmanova A.
      • Coupland C.
      • Doherty M.
      • Zhang W.
      Comorbidities in osteoarthritis: a systematic review and meta-analysis of observational studies.
      • Hindy G.
      • Akesson K.E.
      • Melander O.
      • Aragam K.G.
      • Haas M.E.
      • Nilsson P.M.
      • et al.
      Cardiometabolic polygenic risk scores and osteoarthritis outcomes: a mendelian randomization study using data from the malmo diet and cancer study and the UK Biobank.
      • Courties A.
      • Berenbaum F.
      • Sellam J.
      The phenotypic approach to osteoarthritis: a look at metabolic syndrome-associated osteoarthritis.
      • Berenbaum F.
      • Wallace I.J.
      • Lieberman D.E.
      • Felson D.T.
      Modern-day environmental factors in the pathogenesis of osteoarthritis.
      • Sanchez-Santos M.T.
      • Judge A.
      • Gulati M.
      • Spector T.D.
      • Hart D.J.
      • Newton J.L.
      • et al.
      Association of metabolic syndrome with knee and hand osteoarthritis: a community-based study of women.
      . There is a clear association of overweight with increased risk for OA, particularly at the knee; one systematic review found that obesity increased the risk of OA about 3-fold
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      ,
      • Hart H.F.
      • van Middelkoop M.
      • Stefanik J.J.
      • Crossley K.M.
      • Bierma-Zeinstra S.
      Obesity is related to incidence of patellofemoral osteoarthritis: the Cohort Hip and Cohort Knee (CHECK) study.
      ,
      • Blagojevic M.
      • Jinks C.
      • Jeffery A.
      • Jordan K.P.
      Risk factors for onset of osteoarthritis of the knee in older adults: a systematic review and meta-analysis.
      . A systematic review found no association of metabolic syndrome with hip OA, insufficient evidence for hand OA, and no significant association with knee OA in studies that controlled for weight
      • Li S.
      • Felson D.T.
      What is the evidence to support the association between metabolic syndrome and osteoarthritis? A systematic review.
      . However, there have been mixed results in other studies. One recent study reported that metabolic syndrome and low high density lipoprotein levels were associated with medial compartment cartilage volume loss and bone marrow lesion size increase, even when controlling for body mass index; however, some individual components of metabolic syndrome were not associated with these changes, and there were no significant associations for lateral compartment OA
      • Pan F.
      • Tian J.
      • Mattap S.M.
      • Cicuttini F.
      • Jones G.
      Association between metabolic syndrome and knee structural change on MRI.
      . There is also some evidence that some components of metabolic syndrome are associated with greater knee pain
      • Valdes A.M.
      Metabolic syndrome and osteoarthritis pain: common molecular mechanisms and potential therapeutic implications.
      ,
      • Pan F.
      • Tian J.
      • Cicuttini F.
      • Jones G.
      Metabolic syndrome and trajectory of knee pain in older adults.
      ,
      • Li S.
      • Schwartz A.V.
      • LaValley M.P.
      • Wang N.
      • Desai N.
      • Sun X.
      • et al.
      Association of visceral adiposity with pain but not structural osteoarthritis.
      . One potential pathway linking obesity and metabolic syndrome with OA outcomes is inflammation. Several recent studies have identified associations of inflammatory factors (e.g., resistin, interleukin-8, S100A8/S100A9) with knee OA some aspects of knee OA severity and symptoms; however, results have been mixed, with one study finding no association of interleukin-8 with non-weight-bearing pain, for example
      • Ruan G.
      • Xu J.
      • Wang K.
      • Zheng S.
      • Wu J.
      • Bian F.
      • et al.
      Associations between serum IL-8 and knee symptoms, joint structures, and cartilage or bone biomarkers in patients with knee osteoarthritis.
      ,
      • Ruan G.
      • Xu J.
      • Wang K.
      • Zheng S.
      • Wu J.
      • Ren J.
      • et al.
      Associations between serum S100A8/S100A9 and knee symptoms, joint structures and cartilage enzymes in patients with knee osteoarthritis.
      .

      Vitamin and nutritional factors

      The role of specific vitamins and diet also continues to be an active research area. Vitamin D has been the most extensively studied, including epidemiological studies and trials of supplementation. Findings of these studies have been conflicting
      • Thomas S.
      • Browne H.
      • Mobasheri A.
      • Rayman M.P.
      What is the evidence for a role for diet and nutrition in osteoarthritis?.
      ,
      • Vaishya R.
      • Vijay V.
      • Lama P.
      • Agarwal A.
      Does vitamin D deficiency influence the incidence and progression of knee osteoarthritis? - a literature review.
      . Three trials of vitamin D supplementation failed to find effects on structural or symptomatic outcomes
      • Perry T.A.
      • Parkes M.J.
      • Hodgson R.
      • Felson D.T.
      • O'Neill T.W.
      • Arden N.K.
      Effect of Vitamin D supplementation on synovial tissue volume and subchondral bone marrow lesion volume in symptomatic knee osteoarthritis.
      • McAlindon T.
      • LaValley M.
      • Schneider E.
      • Nuite M.
      • Lee J.Y.
      • Price L.L.
      • et al.
      Effect of vitamin D supplementation on progression of knee pain and cartilage volume loss in patients with symptomatic osteoarthritis: a randomized controlled trial.
      • Jin X.
      • Jones G.
      • Cicuttini F.
      • Wluka A.
      • Zhu Z.
      • Han W.
      • et al.
      Effect of vitamin D supplementation on tibial cartilage volume and knee pain among patients with symptomatic knee osteoarthritis: a randomized clinical trial.
      , though there has some indication that participants who consistently maintain sufficient 25-hydroxyvitamin D levels had better outcomes
      • Zheng S.
      • Jin X.
      • Cicuttini F.
      • Wang X.
      • Zhu Z.
      • Wluka A.
      • et al.
      Maintaining vitamin D sufficiency is associated with improved structural and symptomatic outcomes in knee osteoarthritis.
      . Recent data from the Osteoarthritis Initiative cohort indicates greater vitamin D level was associated with some metrics of better knee cartilage architecture on MRI, as well as less progression of joint abnormalities; however, vitamin D level was not associated with all components of cartilage health and joint progression examined in these studies
      • Veronese N.
      • La Tegola L.
      • Mattera M.
      • Maggi S.
      • Guglielmi G.
      Vitamin D intake and magnetic resonance parameters for knee osteoarthritis: data from the osteoarthritis initiative.
      ,
      • Joseph G.B.
      • McCulloch C.E.
      • Nevitt M.C.
      • Neumann J.
      • Lynch J.A.
      • Lane N.E.
      • et al.
      Associations between vitamin C and D intake and cartilage composition and knee joint morphology over 4 years: data from the osteoarthritis initiative.
      . Other research indicates that among individuals with knee OA, vitamin D supplementation may positively impact depressive symptoms and foot pain
      • Tu L.
      • Zheng S.
      • Cicuttini F.
      • Jin X.
      • Han W.
      • Zhu Z.
      • et al.
      Effects of vitamin D supplementation on disabling foot pain in patients with symptomatic knee osteoarthritis.
      ,
      • Zheng S.
      • Tu L.
      • Cicuttini F.
      • Han W.
      • Zhu Z.
      • Antony B.
      • et al.
      Effect of vitamin D supplementation on depressive symptoms in patients with knee osteoarthritis.
      . Vitamins D and K may also be important in combination; among participants in the Health, Aging and Body Composition Study and Osteoarthritis Initiative, sufficient levels of both vitamin D and vitamin K were associated with better physical function
      • Shea M.K.
      • Loeser R.F.
      • McAlindon T.E.
      • Houston D.K.
      • Kritchevsky S.B.
      • Booth S.L.
      Association of vitamin K status combined with vitamin D status and lower-extremity function: a prospective analysis of two knee osteoarthritis cohorts.
      . Earlier work also suggested a potential role of low vitamin K with OA risk and progression
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      . There has been conflicting evidence regarding potential roles of vitamins C and E with OA risk and progression
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      .
      In addition to research on specific vitamins, other studies have examined the association of various types of diets with OA. There is some evidence for a positive influence of higher dietary fiber, soy milk intake, and Mediterranean diet on various OA outcomes, but additional studies are needed to confirm these findings
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      .

      Bone density and bone mass

      Multiple studies have found that higher bone mineral density is associated with greater risk for radiographic knee and hip OA
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      ,
      • Nevitt M.C.
      • Felson D.T.
      High bone density and radiographic osteoarthritis: questions answered and unanswered.
      • Bergink A.P.
      • Rivadeneira F.
      • Bierma-Zeinstra S.M.
      • Zillikens M.C.
      • Ikram M.A.
      • Uitterlinden A.G.
      • et al.
      Are bone mineral density and fractures related to the incidence and progression of radiographic osteoarthritis of the knee, hip, and hand in elderly men and women? The Rotterdam study.
      • Cai G.
      • Otahal P.
      • Cicuttini F.
      • Wu F.
      • Munugoda I.P.
      • Jones G.
      • et al.
      The association of subchondral and systemic bone mineral density with osteoarthritis-related joint replacements in older adults.
      . A recent Mendelian randomization study using UK Biobank data found evidence for a causal relationship of high femoral neck bone mineral density with all OA, knee OA and hip OA; methods applied in this study provide strong support that the association of bone mineral density and OA risk is not due to collider bias
      • Funck-Brentano T.
      • Nethander M.
      • Moverare-Skrtic S.
      • Richette P.
      • Ohlsson C.
      Causal factors for knee, hip, and hand osteoarthritis: a mendelian randomization study in the UK Biobank.
      . Another study identified an association of bone mineral density with hip and knee replacements
      • Hartley A.
      • Hardcastle S.A.
      • Paternoster L.
      • McCloskey E.
      • Poole K.E.S.
      • Javaid M.K.
      • et al.
      Individuals with high bone mass have increased progression of radiographic and clinical features of knee osteoarthritis.
      . Although most studies have not observed an association with high bone mineral density with OA progression
      • Nevitt M.C.
      • Felson D.T.
      High bone density and radiographic osteoarthritis: questions answered and unanswered.
      , a recent study found that high bone mass was associated with progression of osteophytes
      • Hartley A.
      • Hardcastle S.A.
      • Paternoster L.
      • McCloskey E.
      • Poole K.E.S.
      • Javaid M.K.
      • et al.
      Individuals with high bone mass have increased progression of radiographic and clinical features of knee osteoarthritis.
      , but only when combining incidence and progression outcomes.

      Other person-level factors

      Some studies have found that smoking confers a small protective effect for the development of radiographic knee and hip (but not hand) OA
      • Felson D.T.
      • Zhang Y.
      Smoking and osteoarthritis: a review of the evidence and its implications.
      ,
      • Haugen I.K.
      • Magnusson K.
      • Turkiewicz A.
      • Englund M.
      The prevalence, incidence, and progression of hand osteoarthritis in relation to body mass index, smoking, and alcohol consumption.
      , though findings have not been consistent
      • Hui M.
      • Doherty M.
      • Zhang W.
      Does smoking protect against osteoarthritis? Meta-analysis of observational studies.
      . Studies have also evaluated the association of statin use with OA, and a recent meta-analysis found no significant relationship with OA incidence or progression
      • Wang J.
      • Dong J.
      • Yang J.
      • Wang Y.
      • Liu J.
      Association between statin use and incidence or progression of osteoarthritis: meta-analysis of observational studies.
      . However, there have been some promising data regarding the potential role of metformin in reducing OA risk and progression. For example, in the Osteoarthritis Initiative, medial cartilage volume loss was lower in metformin users than non-users, with a difference of −0.86% (95% CI -1.58%, −0.15%) per year after adjustment for key covariates; however, there was no relationship of metformin with lateral compartment cartilage volume loss or change in symptoms
      • Wang Y.
      • Hussain S.M.
      • Wluka A.E.
      • Lim Y.Z.
      • Abram F.
      • Pelletier J.P.
      • et al.
      Association between metformin use and disease progression in obese people with knee osteoarthritis: data from the Osteoarthritis Initiative-a prospective cohort study.
      . Some studies found an association of blood pressure with OA, including a recent analysis of Osteoarthritis Initiative data that observed a correlation between higher diastolic blood pressure and increased cartilage matrix degenerative changes over time
      • Ashmeik W.
      • Joseph G.B.
      • Nevitt M.C.
      • Lane N.E.
      • McCulloch C.E.
      • Link T.M.
      Association of blood pressure with knee cartilage composition and structural knee abnormalities: data from the osteoarthritis initiative.
      . However, other research has failed to observe an association between blood pressure and OA
      • Hindy G.
      • Akesson K.E.
      • Melander O.
      • Aragam K.G.
      • Haas M.E.
      • Nilsson P.M.
      • et al.
      Cardiometabolic polygenic risk scores and osteoarthritis outcomes: a mendelian randomization study using data from the malmo diet and cancer study and the UK Biobank.
      . There has been evidence for an association of low birth weight with hip and knee OA
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      . Studies have examined associations of various environmental pollutants with OA, with potential positive relationships for lead and organic pollutants including polychlorinated biphenyls
      • Lee D.H.
      • Steffes M.
      • Jacobs D.R.
      Positive associations of serum concentration of polychlorinated biphenyls or organochlorine pesticides with self-reported arthritis, especially rheumatoid type, in women.
      ,
      • Nelson A.E.
      • Shi X.A.
      • Schwartz T.A.
      • Chen J.C.
      • Renner J.B.
      • Caldwell K.L.
      • et al.
      Whole blood lead levels are associated with radiographic and symptomatic knee osteoarthritis: a cross-sectional analysis in the Johnston County Osteoarthritis Project.
      .

      Joint risk factors

      Table II presents key joint-level risk factors for OA.

      Bone/joint shape

      Variation in bone/joint shape previously has been linked with OA at the hip and knee
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Nelson A.E.
      The importance of hip shape in predicting hip osteoarthritis.
      , and more recent cohort studies have added to our understanding of the relationship at these joints. In a nested case–control study using Johnston County Osteoarthritis Project data, compared to control hips, hips with moderate radiographic OA (Kellgren–Lawrence grade ≥3) were more likely to have cam morphology (abnormality of the femoral head–neck junction linked to femoroacetabular impingement) in both men and women and to have protrusio acetabuli (acetabulur overcoverage defect) only in women
      • Nelson A.E.
      • Stiller J.L.
      • Shi X.A.
      • Leyland K.M.
      • Renner J.B.
      • Schwartz T.A.
      • et al.
      Measures of hip morphology are related to development of worsening radiographic hip osteoarthritis over 6 to 13 year follow-up: the Johnston County Osteoarthritis Project.
      . In the Rotterdam Study, cam deformity and acetabular dysplasia were independent risk factors for incident radiographic hip OA (mean follow up 9.2 years)
      • Saberi Hosnijeh F.
      • Zuiderwijk M.E.
      • Versteeg M.
      • Smeele H.T.
      • Hofman A.
      • Uitterlinden A.G.
      • et al.
      Cam deformity and acetabular dysplasia as risk factors for hip osteoarthritis.
      . Data from the Chingford Study, the Johnston County Osteoarthritis Project, and Beijing Osteoarthritis Study showed variation by race in hip joint morphological characteristics related to hip OA. Compared to hips from European Caucasians, American Caucasians, and African Americans, hips from Chinese individuals were less likely to have hip morphology features commonly seen in hip OA
      • Edwards K.
      • Leyland K.M.
      • Sanchez-Santos M.T.
      • Arden C.P.
      • Spector T.D.
      • Nelson A.E.
      • et al.
      Differences between race and sex in measures of hip morphology: a population-based comparative study.
      , which is consistent with a prior study showing that morphological differences associated with hip OA (i.e., femoral head asphericity) were less common in Chinese than Caucasian individuals
      • Dudda M.
      • Kim Y.J.
      • Zhang Y.
      • Nevitt M.C.
      • Xu L.
      • Niu J.
      • et al.
      Morphologic differences between the hips of Chinese women and white women: could they account for the ethnic difference in the prevalence of hip osteoarthritis?.
      . For the knee, data from the Osteoarthritis Initiative showed varying mediation effects between sex and incident knee OA for two tibial modes (distinct joint shapes) and one distal femoral mode that reflect the relative angles of the heads to the shafts of the femur and tibia
      • Wise B.L.
      • Niu J.
      • Zhang Y.
      • Liu F.
      • Pang J.
      • Lynch J.A.
      • et al.
      Bone shape mediates the relationship between sex and incident knee osteoarthritis.
      . In a case–control study nested in the Osteoarthritis Initiative, specific baseline morphological features of the proximal tibiofemoral joint T2-weighted MRI (i.e., greater contact area, load-bearing area and posterior stress-bolstering area) were associated with incident radiographic knee OA, predominantly in the medial compartment
      • Chang J.
      • Zhu Z.
      • Han W.
      • Zhao Y.
      • Kwoh C.K.
      • Lynch J.A.
      • et al.
      The morphology of proximal tibiofibular joint (PTFJ) predicts incident radiographic osteoarthritis: data from Osteoarthritis Initiative.
      . A recent extensive genetic epidemiology review suggests specific genes are linked to both joint shape and OA, including Growth Differentiating Factor 5, SOX9, Parathyroid hormone-like hormone, Collagen type XI, and Astrotactin 2
      • Wilkinson J.M.
      • Zeggini E.
      The genetic epidemiology of joint shape and the development of osteoarthritis.
      .

      Injury and surgery

      Prior traumatic joint injury and subsequent surgery are potent risk factors for OA. Most evidence for post-traumatic OA exists for the knee. An updated systematic review and meta-analysis found that the odds for knee OA were 4.2 (95%CI 2.2, 8.0) times as high after isolated anterior cruciate ligament (ACL) injury, 6.3 (95%CI 3.8, 10.5) times as high after isolated meniscus injury, and 6.4 (95%CI 4.9, 8.3) times as high for those after combined ACL and meniscus injury compared to the uninjured knee
      • Poulsen E.
      • Goncalves G.H.
      • Bricca A.
      • Roos E.M.
      • Thorlund J.B.
      • Juhl C.B.
      Knee osteoarthritis risk is increased 4-6 fold after knee injury - a systematic review and meta-analysis.
      . There is growing evidence that increased risk for post-traumatic OA extends to the patellofemoral joint, in addition to the tibiofemoral joint
      • Huang W.
      • Ong T.Y.
      • Fu S.C.
      • Yung S.H.
      Prevalence of patellofemoral joint osteoarthritis after anterior cruciate ligament injury and associated risk factors: a systematic review.
      . In older adults, a recent knee injury is a risk factor for the accelerated development of knee OA
      • Davis J.E.
      • Price L.L.
      • Lo G.H.
      • Eaton C.B.
      • McAlindon T.E.
      • Lu B.
      • et al.
      A single recent injury is a potent risk factor for the development of accelerated knee osteoarthritis: data from the osteoarthritis initiative.
      . However, there is strong evidence that prior knee injury is not associated with radiographic OA progression
      • Bastick A.N.
      • Belo J.N.
      • Runhaar J.
      • Bierma-Zeinstra S.M.
      What are the prognostic factors for radiographic progression of knee osteoarthritis? A meta-analysis.
      . In other joints where idiopathic OA is rare, such as the elbow or ankle, cases of OA are often attributable to prior joint injury
      • Spahn G.
      • Ju Lipfert
      • Maurer C.
      • Hartmann B.
      • Schiele R.
      • Klemm H.T.
      • et al.
      Risk factors for cartilage damage and osteoarthritis of the elbow joint: case-control study and systematic literature review.
      ,
      • Paget L.D.A.
      • Aoki H.
      • Kemp S.
      • Lambert M.
      • Readhead C.
      • Stokes K.A.
      • et al.
      Ankle osteoarthritis and its association with severe ankle injuries, ankle surgeries and health-related quality of life in recently retired professional male football and rugby players: a cross-sectional observational study.
      . However, more high-quality research is needed to further understand post-traumatic OA at other joints.
      Evidence regarding surgery alone as a risk factor for knee OA is mixed. Data from observational cohorts suggest that surgery via arthroscopic meniscectomy is a risk factor for incident radiographic knee OA and OA progression
      • Roemer F.W.
      • Kwoh C.K.
      • Hannon M.J.
      • Hunter D.J.
      • Eckstein F.
      • Grago J.
      • et al.
      Partial meniscectomy is associated with increased risk of incident radiographic osteoarthritis and worsening cartilage damage in the following year.
      , particularly in those without a history of knee trauma
      • Zikria B.
      • Hafezi-Nejad N.
      • Roemer F.W.
      • Guermazi A.
      • Demehri S.
      Meniscal surgery: risk of radiographic joint space narrowing progression and subsequent knee replacement-data from the osteoarthritis initiative.
      . In contrast, results from a recent randomized controlled trial found that adults with degenerative meniscal tears who received surgery (i.e., arthroscopic partial meniscectomy) did not have higher risk for developing radiographic OA compared to adults who received no surgery (i.e., exercise therapy only)
      • Berg B.
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      • Englund M.
      • Kise N.J.
      • Tiulpin A.
      • Saarakkala S.
      • et al.
      Development of osteoarthritis in patients with degenerative meniscal tears treated with exercise therapy or surgery: a randomized controlled trial.
      .

      Limb length inequality

      Previous analyses from the Johnston County Osteoarthritis Project and the Multicenter Osteoarthritis Study demonstrated associations between limb length inequality and prevalent radiographic, incident symptomatic, and progressive radiographic knee OA
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      . For the hip, associations were observed in the Johnston County Osteoarthritis Project, Multicenter Osteoarthritis Study, and Osteoarthritis Initiative between limb length inequality and prevalent
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      ,
      • Kim C.
      • Nevitt M.
      • Guermazi A.
      • Niu J.
      • Clancy M.
      • Tolstykh I.
      • et al.
      Brief report: leg length inequality and hip osteoarthritis in the multicenter osteoarthritis study and the osteoarthritis initiative.
      , incident
      • Kim C.
      • Nevitt M.
      • Guermazi A.
      • Niu J.
      • Clancy M.
      • Tolstykh I.
      • et al.
      Brief report: leg length inequality and hip osteoarthritis in the multicenter osteoarthritis study and the osteoarthritis initiative.
      ,
      • Golightly Y.M.
      • Allen K.D.
      • Helmick C.G.
      • Schwartz T.A.
      • Renner J.B.
      • Jordan J.M.
      Hazard of incident and progressive knee and hip radiographic osteoarthritis and chronic joint symptoms in individuals with and without limb length inequality.
      , and progressive radiographic hip OA
      • Golightly Y.M.
      • Allen K.D.
      • Helmick C.G.
      • Schwartz T.A.
      • Renner J.B.
      • Jordan J.M.
      Hazard of incident and progressive knee and hip radiographic osteoarthritis and chronic joint symptoms in individuals with and without limb length inequality.
      . Radiographic OA in the knee and hip may be more common in the shorter limb
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      ,
      • Kim C.
      • Nevitt M.
      • Guermazi A.
      • Niu J.
      • Clancy M.
      • Tolstykh I.
      • et al.
      Brief report: leg length inequality and hip osteoarthritis in the multicenter osteoarthritis study and the osteoarthritis initiative.
      .

      Muscle strength, mass, and quality

      Several recent studies and reviews have examined the role of muscle strength in knee OA. A systematic review and meta-analysis of 27 studies found low quality evidence that adults with medial and/or lateral knee OA had 4.0 (95%CI 2.7, 6.0) times the odds of having knee extensor muscle weakness compared to adults without knee OA, while nine studies indicated that adults with knee OA had 4.1 (95%CI 1.5, 11.3) times the odds of having knee flexor weakness
      • van Tunen J.A.C.
      • Dell'Isola A.
      • Juhl C.
      • Dekker J.
      • Steultjens M.
      • Thorlund J.B.
      • et al.
      Association of malalignment, muscular dysfunction, proprioception, laxity and abnormal joint loading with tibiofemoral knee osteoarthritis - a systematic review and meta-analysis.
      . A meta-analysis of five studies (5700 participants) found that men and women with knee extensor muscle weakness had 1.7 (95%CI 1.2, 2.2) times the odds of developing knee OA over the next 2.5–14 years
      • Oiestad B.E.
      • Juhl C.B.
      • Eitzen I.
      • Thorlund J.B.
      Knee extensor muscle weakness is a risk factor for development of knee osteoarthritis. A systematic review and meta-analysis.
      . A subsequent meta-analysis of 15 studies (>8000 participants) found that lower knee extension strength was associated with increased risk for worsening knee symptoms and function over the next 1.5–8 years
      • Culvenor A.G.
      • Ruhdorfer A.
      • Juhl C.
      • Eckstein F.
      • Oiestad B.E.
      Knee extensor strength and risk of structural, symptomatic, and functional decline in knee osteoarthritis: a systematic review and meta-analysis.
      . They did not observe increased risk for structural deterioration. Recent studies continue to show variable associations of thigh strength with the development and progression of knee OA. A series of studies by Culvenor and colleagues observed that knee extensor and flexor weakness was associated incident radiographic OA in women but not men, and with radiographic OA progression in men but not women
      • Culvenor A.G.
      • Felson D.T.
      • Niu J.
      • Wirth W.
      • Sattler M.
      • Dannhauer T.
      • et al.
      Thigh muscle specific-strength and the risk of incident knee osteoarthritis: the influence of sex and greater body mass index.
      • Culvenor A.G.
      • Wirth W.
      • Roth M.
      • Hunter D.J.
      • Eckstein F.
      Predictive capacity of thigh muscle strength in symptomatic and/or radiographic knee osteoarthritis progression: data from the foundation for the national institutes of health osteoarthritis biomarkers consortium.
      • Kemnitz J.
      • Wirth W.
      • Eckstein F.
      • Culvenor A.G.
      The role of thigh muscle and adipose tissue in knee osteoarthritis progression in women: data from the Osteoarthritis Initiative.
      . However, other studies observed that knee extensor weakness was not associated with OA progression in both men and women
      • Bastick A.N.
      • Belo J.N.
      • Runhaar J.
      • Bierma-Zeinstra S.M.
      What are the prognostic factors for radiographic progression of knee osteoarthritis? A meta-analysis.
      ,
      • Takagi S.
      • Omori G.
      • Koga H.
      • Endo K.
      • Koga Y.
      • Nawata A.
      • et al.
      Quadriceps muscle weakness is related to increased risk of radiographic knee OA but not its progression in both women and men: the Matsudai Knee Osteoarthritis Survey.
      . Further, knee extensor and flexor strength loss was associated with symptomatic progression in women
      • Kemnitz J.
      • Wirth W.
      • Eckstein F.
      • Culvenor A.G.
      The role of thigh muscle and adipose tissue in knee osteoarthritis progression in women: data from the Osteoarthritis Initiative.
      . Poor muscle quality, including increased intramuscular fat, was associated with radiographic OA progression and greater cartilage volume loss
      • Kemnitz J.
      • Wirth W.
      • Eckstein F.
      • Culvenor A.G.
      The role of thigh muscle and adipose tissue in knee osteoarthritis progression in women: data from the Osteoarthritis Initiative.
      .

      Joint alignment and loads

      Static joint alignment, particularly frontal plane knee alignment, is a strong, well-established predictor of knee OA progression
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      . Consistent with the syntheses of prior work
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      , new data regarding the association of static alignment with prevalent or incident knee OA remains mixed. A meta-analysis observed that adults with prevalent knee OA have similar odds of valgus and varus malalignment as adults without OA
      • van Tunen J.A.C.
      • Dell'Isola A.
      • Juhl C.
      • Dekker J.
      • Steultjens M.
      • Thorlund J.B.
      • et al.
      Association of malalignment, muscular dysfunction, proprioception, laxity and abnormal joint loading with tibiofemoral knee osteoarthritis - a systematic review and meta-analysis.
      . However, a more recent population-based longitudinal study in rural China found that varus malalignment was associated with prevalent medial knee OA and valgus malalignment was associated with prevalent lateral knee OA
      • Wang B.
      • Liu Q.
      • Wise B.L.
      • Ke Y.
      • Xing D.
      • Xu Y.
      • et al.
      Valgus malalignment and prevalence of lateral compartmental radiographic knee osteoarthritis (OA): the Wuchuan OA study.
      . Among knees with varus malalignment, increased coronal tibial slope was associated with incident accelerated knee OA in a case–control study
      • Driban J.B.
      • Stout A.C.
      • Duryea J.
      • Lo G.H.
      • Harvey W.F.
      • Price L.L.
      • et al.
      Coronal tibial slope is associated with accelerated knee osteoarthritis: data from the Osteoarthritis Initiative.
      . In the patellofemoral joint, patellofemoral malalignment and trochlear morphology were associated with incident patellofemoral osteophytes 1 year after ACL reconstruction; however the effect size was small
      • Macri E.M.
      • Culvenor A.G.
      • Morris H.G.
      • Whitehead T.S.
      • Russell T.G.
      • Khan K.M.
      • et al.
      Lateral displacement, sulcus angle and trochlear angle are associated with early patellofemoral osteoarthritis following anterior cruciate ligament reconstruction.
      .
      Regarding dynamic alignment and knee loading, altered knee joint loading during walking is consistently observed in adults with medial knee OA. A meta-analysis of 10 studies of moderate quality found that adults with medial knee OA had 3.0 (95%CI 1.9, 4.9) times the odds of demonstrating a higher adduction moment while walking compared to adults without knee OA
      • van Tunen J.A.C.
      • Dell'Isola A.
      • Juhl C.
      • Dekker J.
      • Steultjens M.
      • Thorlund J.B.
      • et al.
      Association of malalignment, muscular dysfunction, proprioception, laxity and abnormal joint loading with tibiofemoral knee osteoarthritis - a systematic review and meta-analysis.
      .

      Occupation and physical activity

      Physically demanding occupations are associated with increased risk for OA
      • Vina E.R.
      • Kwoh C.K.
      Epidemiology of osteoarthritis: literature update.
      ,
      • Allen K.D.
      • Golightly Y.M.
      State of the evidence.
      . In a recent systematic review, physically demanding occupations including construction workers, floor layers, brick layers, fishermen, farmers, and service personnel were associated with a higher risk for hip and knee OA
      • Canetti E.F.D.
      • Schram B.
      • Orr R.M.
      • Knapik J.
      • Pope R.
      Risk factors for development of lower limb osteoarthritis in physically demanding occupations: a systematic review and meta-analysis.
      . In some occupations, a dose–response relationship existed. For example, farmers who reported over 5 h of work in an animal barn had a higher risk of OA compared to farmers with <5 h
      • Canetti E.F.D.
      • Schram B.
      • Orr R.M.
      • Knapik J.
      • Pope R.
      Risk factors for development of lower limb osteoarthritis in physically demanding occupations: a systematic review and meta-analysis.
      . The review also identified occupational tasks associated with risk for developing hip or knee OA, including lifting and carrying, kneeling with or without squatting, climbing, standing, crawling, walking, and higher overall physical load
      • Canetti E.F.D.
      • Schram B.
      • Orr R.M.
      • Knapik J.
      • Pope R.
      Risk factors for development of lower limb osteoarthritis in physically demanding occupations: a systematic review and meta-analysis.
      .
      Participating in physical activity is generally not associated with OA and may even reduce the risk for OA. In one study, adults who participated in moderate levels of pedometer-based physical activity had less risk for knee osteophyte progression compared to those with low level of physical activity
      • Zhu Z.
      • Aitken D.
      • Cicuttini F.
      • Jones G.
      • Ding C.
      Ambulatory activity interacts with common risk factors for osteoarthritis to modify increases in MRI-detected osteophytes.
      . However, risk for OA is elevated for those who participated in certain sports. A systematic review of studies investigating runners found that prevalence of hip and/or knee OA was lower in recreational compared to competitive runners and non-runners
      • Alentorn-Geli E.
      • Samuelsson K.
      • Musahl V.
      • Green C.L.
      • Bhandari M.
      • Karlsson J.
      The association of recreational and competitive running with hip and knee osteoarthritis: a systematic review and meta-analysis.
      . Further, competitive runners had greater odds of OA compared to recreational runners, but the odds were not higher than non-runners. In addition to competitive distance running, another systematic review found that participation in recreational and competitive soccer, competitive weight lifting, and wrestling were associated with knee OA
      • Driban J.B.
      • Hootman J.M.
      • Sitler M.R.
      • Harris K.P.
      • Cattano N.M.
      Is participation in certain sports associated with knee osteoarthritis? A systematic review.
      . Taken together, these data suggest a potential U-shape relationship where insufficient physical activity and frequent, highly-intensive physical activity both associated with OA, though further research is needed, particularly for hip OA, which has been less studied.

      Other joint-level factors

      Multiple recent analyses of data from the Osteoarthritis Initiative have elucidated the role of MRI features in the prediction of OA. T2 relaxation times on MRI (changes in collagen integrity and cartilage water content) were associated with radiographic knee OA at 2 years and total knee replacement at 5 years, suggesting that this measure may be an early biomarker in the diagnosis and prediction of OA
      • Razmjoo A.
      • Caliva F.
      • Lee J.
      • Liu F.
      • Joseph G.B.
      • Link T.M.
      • et al.
      T2 analysis of the entire osteoarthritis initiative dataset.
      . Certain characteristics of meniscal shape predicted knee OA progression at 24 months, including a larger meniscal longitudinal diameter, larger meniscal width, and smaller meniscal angle
      • Kawahara T.
      • Sasho T.
      • Ohnishi T.
      • Haneishi H.
      Stage-specific meniscal features predict progression of osteoarthritis of the knee: a retrospective cohort study using data from the osteoarthritis initiative.
      . Infrapatellar fat pad signal intensity alterations were associated with incident radiographic knee OA over 4 years
      • Wang K.
      • Ding C.
      • Hannon M.J.
      • Chen Z.
      • Kwoh C.K.
      • Hunter D.J.
      Quantitative signal intensity alteration in infrapatellar fat pad predicts incident radiographic osteoarthritis: the osteoarthritis initiative.
      , as well as incident knee replacement over 5 years among participants with baseline knee OA
      • Wang K.
      • Ding C.
      • Hannon M.J.
      • Chen Z.
      • Kwoh C.K.
      • Lynch J.
      • et al.
      Signal intensity alteration within infrapatellar fat pad predicts knee replacement within 5 years: data from the Osteoarthritis Initiative.
      . Additionally, higher signal intensity of the infrapatellar fat pad was related to progression of knee OA on MRI over 2 years, as noted by greater loss of tibial cartilage volume, larger increases in tibiofemoral cartilage defects, and increases in tibiofemoral bone marrow lesions
      • Han W.
      • Aitken D.
      • Zheng S.
      • Wluka A.E.
      • Zhu Z.
      • Blizzard L.
      • et al.
      Association between quantitatively measured infrapatellar fat pad high signal-intensity alteration and magnetic resonance imaging-assessed progression of knee osteoarthritis.
      . Periarticular bone measures (i.e., higher medial:lateral ratio, greater bone volume fracture, trabecular thickness and number, lower trabecular spacing) were strongly related to progression of radiographic medial tibiofemoral joint space narrowing over 12 months
      • Lo G.H.
      • Schneider E.
      • Driban J.B.
      • Price L.L.
      • Hunter D.J.
      • Eaton C.B.
      • et al.
      Periarticular bone predicts knee osteoarthritis progression: data from the Osteoarthritis Initiative.
      .

      Phenotypes

      There is great interest in understanding and defining OA phenotypes that involve combinations of disease characteristics. A major motivation underlying this research is the identification of subgroups of patients who may respond differently to treatment strategies, thereby enhancing the personalization and effectiveness of care. Prior reviews summarized the literature on OA phenotypes in depth
      • Dell'Isola A.
      • Allan R.
      • Smith S.L.
      • Marreiros S.S.
      • Steultjens M.
      Identification of clinical phenotypes in knee osteoarthritis: a systematic review of the literature.
      ,
      • Deveza L.A.
      • Melo L.
      • Yamato T.P.
      • Mills K.
      • Ravi V.
      • Hunter D.J.
      Knee osteoarthritis phenotypes and their relevance for outcomes: a systematic review.
      . These studies included clinical, laboratory and imaging phenotypes and varied considerably in the variables included
      • Deveza L.A.
      • Melo L.
      • Yamato T.P.
      • Mills K.
      • Ravi V.
      • Hunter D.J.
      Knee osteoarthritis phenotypes and their relevance for outcomes: a systematic review.
      . One systematic review found evidence that pain sensitization, psychological distress, radiographic severity, body mass index, muscle strength, inflammation and comorbidities are associated with clinically distinct phenotypes; gender, obesity, metabolic abnormalities, pattern of cartilage damage, and inflammation may be important factors with respect to structural phenotypes
      • Deveza L.A.
      • Melo L.
      • Yamato T.P.
      • Mills K.
      • Ravi V.
      • Hunter D.J.
      Knee osteoarthritis phenotypes and their relevance for outcomes: a systematic review.
      . Another review identified six main phenotypes: 1) chronic pain in which central mechanisms are prominent; 2) inflammatory; 3) metabolic syndrome; 4) bone and cartilage metabolism; (5) mechanical overload/varus malalignment; 6) minimal joint disease
      • Dell'Isola A.
      • Allan R.
      • Smith S.L.
      • Marreiros S.S.
      • Steultjens M.
      Identification of clinical phenotypes in knee osteoarthritis: a systematic review of the literature.
      ; a recent study classified 84% of Osteoarthritis Initiative participants based on these subgroups, with 20% having overlap across subgroups
      • Dell'Isola A.
      • Steultjens M.
      Classification of patients with knee osteoarthritis in clinical phenotypes: data from the osteoarthritis initiative.
      . Because approaches to studying OA phenotypes have varied markedly, an international group of researchers recently led an effort to develop consensus-based definitions and recommendations that create a common framework for conducting and reporting OA phenotype research
      • van Spil W.E.
      • Bierma-Zeinstra S.M.A.
      • Deveza L.A.
      • Arden N.K.
      • Bay-Jensen A.C.
      • Kraus V.B.
      • et al.
      A consensus-based framework for conducting and reporting osteoarthritis phenotype research.
      .

      Conclusion

      Studies across the world have continued to illustrate the high prevalence and negative impacts of OA, with a disproportionate burden among some racial/ethnic groups and individuals with lower socioeconomic status. The most established modifiable person-level risk factor for OA is clearly obesity, highlighting the importance of research, clinical, and public health efforts aimed at successful weight loss and weight maintenance interventions. At the joint-level, the clearest modifiable risk factor is injury. This supports the need for continuing efforts to both reduce injury risk, particularly sport-related ACL tears, and understand the pathway from injury to OA in order to develop interventions that can disrupt this trajectory. Gaps remain in our understanding of OA epidemiology. There are limited data on the prevalence and incidence of spine OA, and varying OA definitions (particularly for the hand) create challenges when comparing across cohorts. The role of some potential risk factors (e.g., specific diets, some vitamins, blood pressure, joint surgery, muscle strength, static joint alignment) is still unclear, and additional rigorous studies are still needed. Finally, there continues to be recognition and study of the heterogenous nature of OA. This calls for more complex study designs and analyses that consider interrelationships among multiple risk factors, as well as continued exploration of phenotypic definitions that help to define patterns of OA.

      Contributions

      KDA, LMT and YMG contributed to the conception and design of the review and interpretation of data, drafted the article and revised it critically for important intellectual content, and approved the final version of the manuscript to be submitted.

      Funding source

      KDA and YMG receive support from the National Institute of Arthritis and Musculoskeletal and Skin Diseases Core Center for Clinical Research at the University of North Carolina, Chapel Hill (P30AR072580). KDA receives support from a VA Health Services Research and Development Research Career Scientist Award (19-332) and the Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT) (CIN 13-410) at the Durham VA Health Care System.

      Conflict of Interest

      The authors have no competing interests to declare regarding this manuscript.

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