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Wiben A, Skovsgaard C, Søgaard K, Schiøttz-Christensen B, Olsen KR. Tip of the iceberg: unveiling the impact on back disorders from cumulative physical job exposure and evaluating bias from the healthy worker effect using a nationwide longitudinal cohort study. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024:10.1007/s00586-024-08212-x. [PMID: 38530478 DOI: 10.1007/s00586-024-08212-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 02/19/2024] [Accepted: 03/01/2024] [Indexed: 03/28/2024]
Abstract
PURPOSE Longitudinal studies across various sectors with physically demanding jobs are notably absent in back disorder risk research. This study aimed to investigate the relationship between cumulative physical job exposure (PJE) and hospital-diagnosed back disorders among individuals in Denmark. To assess the healthy worker effect, we compared the cumulative risk estimate with results from a naive cross-sectional model ignoring PJE history. METHODS A nationwide longitudinal cohort study was conducted using Danish registers, encompassing individuals born between 1975 and 1978 and working in 1996. Cumulative PJE was measured with a 10-year look-back period for each year 2006-2017. PJE consisted of lower-body occupational exposures, including the total weight lifted, stand/sit ratio, and the frequency of lifting more than 20 kg per day from a job exposure matrix. Odds ratio for back disorders was estimated for each year and all years combined. RESULTS The results unveiled a significant 31% increase in the risk of hospital-diagnosed back disorders after 4 years of cumulative PJE. The lowest risk (7%) was observed for incident back disorders with 1 year of exposure, suggesting a healthy worker effect. Nevertheless, this risk is still significantly elevated. This cumulative estimate is fourfold the estimate from the 2006 naive cross section model. CONCLUSION Our study clearly demonstrates an 31% increase in the risk of hospital-diagnosed back disorders with just 4 years of PJE over a 10-year period. Further, we find that cross-sectional studies strongly underestimate the risk of back disorders due to the healthy worker effect.
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Affiliation(s)
- Amalie Wiben
- Danish Centre for Health Economics, Department of Public Health, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark.
| | - Christian Skovsgaard
- Danish Centre for Health Economics, Department of Public Health, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Karen Søgaard
- Research Unit of Physical Activity and Health in Working Life, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Berit Schiøttz-Christensen
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Kim Rose Olsen
- Danish Centre for Health Economics, Department of Public Health, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
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Huang J. The causal effect of two occupational factors on osteoarthritis and rheumatoid arthritis: a Mendelian randomization study. Front Public Health 2024; 11:1281214. [PMID: 38410128 PMCID: PMC10895025 DOI: 10.3389/fpubh.2023.1281214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 12/29/2023] [Indexed: 02/28/2024] Open
Abstract
Background Osteoarthritis (OA) and rheumatoid arthritis (RA) are two common types of arthritis. We conducted a two-sample Mendelian randomization (MR) study to estimate the causal effects of two common occupational factors-job involves heavy manual or physical work and job involves mainly walking or standing-on OA and RA in individuals of European ancestry. Methods Instruments were chosen from genome-wide association studies (GWASs) that identified independent single nucleotide polymorphisms (SNPs) robustly linked to job involves heavy manual or physical work (N = 263,615) as well as job involves mainly walking or standing (N = 263,556). Summary statistics for OA and RA were taken from the Integrative Epidemiology Unit (IEU) GWAS database; both discovery and replication GWAS datasets were considered. The primary analysis utilized the inverse variance weighted (IVW) MR method supplemented by various sensitivity MR analyses. Results In the IVW model, we found that genetically predicted job involves heavy manual or physical work was significantly associated with OA in both the discovery [odds ratio (OR) = 1.034, 95% confidence interval (CI): 1.016-1.053, P = 2.257 × 10-4] and replication (OR = 1.857, 95% CI: 1.223-2.822, P = 0.004) analyses. The causal associations were supported in diverse sensitivity analyses. MR analyses suggested no causal effect of genetically predicted job involves heavy manual or physical work on RA. Similarly, our data provided no evidence that genetically predicted job involves mainly walking or standing was related to OA and RA. Conclusions Our MR study suggests that job involves heavy manual or physical work is a risk factor for OA. It is of utmost importance to create preventive strategies aimed at reducing its impact on OA at such work sites.
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Affiliation(s)
- Jian Huang
- Clinical Laboratory Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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d’Errico A, Fontana D, Sebastiani G, Ardito C. Risk of symptomatic osteoarthritis associated with exposure to ergonomic factors at work in a nationwide Italian survey. Int Arch Occup Environ Health 2023; 96:143-154. [PMID: 35900451 PMCID: PMC9823078 DOI: 10.1007/s00420-022-01912-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 07/08/2022] [Indexed: 01/11/2023]
Abstract
OBJECTIVE The risk of developing osteoarthritis (OA) has been reported to increase with exposure to various ergonomic factors at work, although this finding is still debated in the literature. Aim of this study was to assess the association between prevalence of symptomatic OA and exposure to workplace ergonomic factors assigned through a job-exposures matrix (JEM). METHODS The study population was composed of 24,604 persons of 40-69 years who participated in the National Health Survey 2013 and were employed at that occasion. Exposure to ergonomic factors was assigned to the study population through a JEM constructed from the Italian O*NET database, consisting of 17 physical factors, which were summed and averaged by job title (796 jobs) to obtain a combined exposure index. The outcome was self-reported OA characterized by moderate or severe limitations in daily activities. The relationship between OA prevalence and the combined exposure index in quartiles was examined using robust Poisson regression models adjusted for socio-demographics and potential confounders. RESULTS In the analysis adjusted for age and gender, the risk of OA was increased by approximately 20-30% in the second and third quartiles, and by 80% in the highest exposure quartile, compared to the least exposed, with a risk attenuation by approximately 15-20% controlling for other significant covariates. CONCLUSION Our results support a causal role of exposure to physical factors at work in the development of OA. As OA is associated with a great burden of disability, any effort should be made to reduce workers' exposure to ergonomic factors.
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Affiliation(s)
| | | | | | - Chiara Ardito
- Department of Economics and Statistics "Cognetti de Martiis", University of Turin, Lungo Dora Siena 100A, 10153, Turin, Italy. .,LABORatorio R. Revelli-Centre for Employment Studies, Turin, Italy. .,NETSPAR-Network for Studies on Pensions, Aging and Retirement, Tilburg, The Netherlands.
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Korshøj M, Svendsen SW, Hendriksen PF, Gupta N, Holtermann A, Andersen JH, Dalbøge A, Frost P. Agreement between an expert-rated mini job exposure matrix of occupational biomechanical exposures to the lower body and technical measurements or observation: a method comparison study. BMJ Open 2022; 12:e064035. [PMID: 36576183 PMCID: PMC9723893 DOI: 10.1136/bmjopen-2022-064035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES Investigating the agreement between an expert-rated mini job exposure matrix (JEM) of lower body exposures and technical measurements of worktime spent standing/walking and observation-based estimates of time spent kneeling/squatting and total load lifted per workday. METHODS We chose 16 job titles from the 121 job groups in the lower body JEM and included them in the mini JEM. New expert ratings for the mini JEM were performed by the same five occupational physicians who performed the ratings for the lower body JEM. For each job title and type of exposure, the exposure estimates were a mean of the five independent ratings. Technical measurements of standing/walking for all 16 job titles, and for 8 job titles workplace observations were performed of kneeling/squatting and total load lifted per workday. Data were collected from September to December 2015 and supplemented by data from the NOMAD and DPhacto studies collected between 2011 and 2013. All data were collected in Denmark. Agreement between expert-based and measured/observed lower body exposures by job titles was evaluated using Spearman's rank correlation, Bland-Altman plots evaluated systematic deviations and limits of agreement (LoA). RESULTS Standing/walking showed a rank correlation of 0.55, kneeling/squatting 0.83 and total load lifted per workday 0.71. The mini JEM estimates did not systematically deviate from the technical measurements/observations for time spent standing/walking (mean difference 0.20 hours/workday, LoA -1.63, 2.03 hours/workday) and kneeling/squatting (mean difference -0.35 hours/workday, LoA -1.21, 0.51 hours/workday). For total load lifted per workday, the mini JEM systematically overestimated the exposures compared with the observations (mean difference -909 kg/workday, LoA -3000, 1147 kg/workday). CONCLUSIONS There was moderate to very high agreement between an expert-rated mini JEM of standing/walking, kneeling/squatting, and lifting exposures and corresponding technical measurements/observations. This method comparison study supports the use of the expert-based lower body JEM in large-scale occupational epidemiological studies.
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Affiliation(s)
- Mette Korshøj
- National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Occupational and Social Medicine, Holbæk Hospital, a part of Copenhagen University Hospital, Holbæk, Denmark
| | - Susanne Wulff Svendsen
- Danish Ramazzini Centre, Department of Occupational Medicine, Gødstrup Hospital, University Research Clinic, Gødstrup, Denmark
| | | | - Nidhi Gupta
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Andreas Holtermann
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Johan Hviid Andersen
- Danish Ramazzini Centre, Department of Occupational Medicine, Gødstrup Hospital, University Research Clinic, Gødstrup, Denmark
| | - Annett Dalbøge
- Danish Ramazzini Centre, Department of Occupational Medicine, Aarhus University Hospital, Aarhus N, Denmark
| | - Poul Frost
- Danish Ramazzini Centre, Department of Occupational Medicine, Aarhus University Hospital, Aarhus N, Denmark
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Zaballa E, Ntani G, Harris EC, Lübbeke A, Arden NK, Hannouche D, Cooper C, Walker-Bone K. Feasibility and sustainability of working in different types of jobs after total hip arthroplasty: analysis of longitudinal data from two cohorts. Occup Environ Med 2022; 79:486-493. [PMID: 35027440 DOI: 10.1136/oemed-2021-107970] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 12/22/2021] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To investigate the rates of return to work and workability among working-age people following total hip arthroplasty (THA). METHODS Participants from the Geneva Arthroplasty Registry and the Clinical Outcomes for Arthroplasty Study aged 18-64 years when they had primary THA and with at least 5 years' follow-up were mailed a questionnaire 2017-2019. Information was collected about preoperative and post-THA employment along with exposure to physically demanding activities at work or in leisure. Patterns of change of job were explored. Survival analyses using Cox proportional hazard models were created to explore risk factors for having to stop work because of difficulties with the replaced hip. RESULTS In total, 825 returned a questionnaire (response 58%), 392 (48%) men, mean age 58 years, median follow-up 7.5 years post-THA. The majority (93%) of those who worked preoperatively returned to work, mostly in the same sector but higher rates of non-return (36%-41%) were seen among process, plant and machine operatives and workers in elementary occupations. 7% reported subsequently leaving work because of their replaced hip and the risk of this was strongly associated with: standing >4 hours/day (HR 3.81, 95% CI 1.62 to 8.96); kneeling/squatting (HR 3.32, 95% CI 1.46 to 7.55) and/or carrying/lifting ≥10 kg (HR 5.43, 95% CI 2.29 to 12.88). CONCLUSIONS It may be more difficult to return to some (particularly physically demanding) jobs post-THA than others. Rehabilitation may need to be targeted to these types of workers or it may be that redeployment or job change counselling are required.
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Affiliation(s)
- Elena Zaballa
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK .,MRC Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, UK
| | - Georgia Ntani
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK.,MRC Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, UK
| | - E Clare Harris
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK.,MRC Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, UK
| | - Anne Lübbeke
- Division of Orthopaedic Surgery and Traumatology, Geneva University Hospitals and University of Geneva, Geneva, Switzerland.,Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Nigel K Arden
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK.,Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Didier Hannouche
- Division of Orthopaedic Surgery and Traumatology, Geneva University Hospitals and University of Geneva, Geneva, Switzerland
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK.,NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Karen Walker-Bone
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK.,MRC Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, UK
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Zaballa E, Harris EC, Cooper C, Linaker CH, Walker-Bone K. Risk of revision arthroplasty surgery after exposure to physically demanding occupational or leisure activities: A systematic review. PLoS One 2022; 17:e0264487. [PMID: 35226696 PMCID: PMC8884506 DOI: 10.1371/journal.pone.0264487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 02/12/2022] [Indexed: 11/27/2022] Open
Abstract
INTRODUCTION Lower limb arthroplasty is successful at relieving symptoms associated with joint failure. However, physically-demanding activities can cause primary osteoarthritis and accordingly such exposure post-operatively might increase the risk of prosthetic failure. Therefore, we systematically reviewed the literature to investigate whether there was any evidence of increased risk of revision arthroplasty after exposure to intensive, physically-demanding activities at work or during leisure-time. METHODS We searched Medline, Embase and Scopus databases (1985-July 2021) for original studies including primary lower limb arthroplasty recipients that gathered information on physically-demanding occupational and/or leisure activities and rates of revision arthroplasty. Methodological assessment was performed independently by two assessors using SIGN, AQUILA and STROBE. The protocol was registered in PROSPERO [CRD42017067728]. RESULTS Thirteen eligible studies were identified: 9 (4,432 participants) after hip arthroplasty and 4 (7,137participants) after knee arthroplasty. Narrative synthesis was performed due to considerable heterogeneity in quantifying exposures. We found limited evidence that post-operative activities (work or leisure) did not increase the risk of knee revision and could even be protective. We found insufficient high-quality evidence to indicate that exposure to physically-demanding occupations increased the risk of hip revision although "heavy work", agricultural work and, in women, health services work, may be implicated. We found conflicting evidence about risk of revision hip arthroplasty associated with either leisure-time or total physical activities (occupational or leisure-time). CONCLUSION There is currently a limited evidence base to address this important question. There is weak evidence that the risk of revision hip arthroplasty may be increased by exposure to physically-demanding occupational activities but insufficient evidence about the impact on knee revision and about exposure to leisure-time activities after both procedures. More evidence is urgently needed to advise lower limb arthroplasty recipients, particularly people expecting to return to jobs in some sectors (e.g., construction, agriculture, military).
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Affiliation(s)
- Elena Zaballa
- Medical Research Council Life Course Epidemiology Centre, University of Southampton, Southampton, United Kingdom
- Medical Research Council Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, United Kingdom
| | - E. Clare Harris
- Medical Research Council Life Course Epidemiology Centre, University of Southampton, Southampton, United Kingdom
- Medical Research Council Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, United Kingdom
| | - Cyrus Cooper
- Medical Research Council Life Course Epidemiology Centre, University of Southampton, Southampton, United Kingdom
| | - Catherine H. Linaker
- Medical Research Council Life Course Epidemiology Centre, University of Southampton, Southampton, United Kingdom
- Medical Research Council Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, United Kingdom
| | - Karen Walker-Bone
- Medical Research Council Life Course Epidemiology Centre, University of Southampton, Southampton, United Kingdom
- Medical Research Council Versus Arthritis Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, United Kingdom
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Mikkelsen S, Petersen R, Lund CB, Petersen JA, Thomsen JF. Reliability and validity of expert assessments of hand-wrist physical exposures. Am J Ind Med 2022; 65:132-142. [PMID: 34865239 DOI: 10.1002/ajim.23318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 11/15/2021] [Accepted: 11/23/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND General population job-exposure matrices (JEMs) based on expert assessments of physical exposures may be valuable tools for studying occupation-related musculoskeletal disorders. Wrist-hand JEMs are few and the reliability and validity of expert assessments of wrist-hand exposures is uncertain. METHODS We examined intra- and inter-rater reliability of ratings of five experts of hand-wrist repetition, deviation, force, vibration, and computer work in 33 jobs selected to represent a large exposure variation. The validity of ratings of hand-wrist repetition was examined by comparison with electro-goniometer measurements of wrist angular velocity and mean power frequency (MPF), and the validity of hand-wrist deviation by comparison with goniometer measurements of range of motion (ROM). RESULTS Intra-rater test-retest and inter-rater Spearman correlation coefficients controlling for rater effects, varied between 0.70 and 0.87. Corresponding kappa statistics of overall agreement showed similar high values, except for wrist deviation (kappa = 0.50). Regression analyses showed strong positive associations between expert assessments of repetition and goniometer measurements of wrist angular velocity (R2 = 0.56, p < 0.0001) and MPF (R2 = 0.37, p < 0.0003), while expert ratings of wrist deviation showed a weak statistically nonsignificant association with goniometer measurements of ROM (R2 = 0.032, p = 0.34). CONCLUSION The reliability of expert assessments of wrist-hand physical exposures was high. Compared to goniometer measurements, the validity of assessments of wrist-hand repetition was also high, but it was low for assessments of wrist-hand deviation. The results are encouraging for establishing a hand-wrist JEM, but the results for wrist deviation emphasize that expert assessments should be validated against objective measurements.
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Affiliation(s)
- Sigurd Mikkelsen
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital Copenhagen University Hospital Copenhagen Denmark
| | - Rolf Petersen
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital Copenhagen University Hospital Copenhagen Denmark
- Department of Occupational and Social Medicine, Holbæk Hospital Part of Copenhagen University Hospital Holbæk Denmark
| | - Christina Bach Lund
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital Copenhagen University Hospital Copenhagen Denmark
| | - Jonathan Aavang Petersen
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital Copenhagen University Hospital Copenhagen Denmark
| | - Jane Frølund Thomsen
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital Copenhagen University Hospital Copenhagen Denmark
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Sex and Gender Differences in Occupational Hazard Exposures: a Scoping Review of the Recent Literature. Curr Environ Health Rep 2021; 8:267-280. [PMID: 34839446 PMCID: PMC8627292 DOI: 10.1007/s40572-021-00330-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2021] [Indexed: 01/08/2023]
Abstract
PURPOSE OF REVIEW Comparative research on sex and/or gender differences in occupational hazard exposures is necessary for effective work injury and illness prevention strategies. This scoping review summarizes the peer-reviewed literature from 2009 to 2019 on exposure differences to occupational hazards between men and women, across occupations, and within the same occupation. RECENT FINDINGS Fifty-eight studies retrieved from eight databases met our inclusion criteria. Of these, 30 studies were found on physical hazards, 38 studies on psychological/psychosocial hazards, 5 studies on biological hazards, and 17 studies on chemical hazards. The majority of studies reported that men were exposed to noise, vibration, medical radiation, physically demanding work, solar radiation, falls, biomechanical risks, chemical hazards, and blood contamination; while women were exposed to wet work, bullying and discrimination, work stress, and biological agents. Within the same occupations, men were more likely to be exposed to physical hazards, with the exception of women in health care occupations and exposure to prolonged standing. Women compared to men in the same occupations were more likely to experience harassment, while men compared to women in the same occupations reported higher work stress. Men reported more exposure to hazardous chemicals in the same occupations as women. The review suggests that men and women have different exposures to occupational hazards and that these differences are not solely due to a gendered distribution of the labor force by occupation. Findings may inform prevention efforts seeking to reduce gender inequalities in occupational health. Future research is needed to explain the reasons for sex/gender inequality differences in exposures within the same occupation.
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Inguinal hernia repair among men: development and validation of a preoperative risk score for persistent postoperative pain. Hernia 2021; 26:177-187. [PMID: 33570707 DOI: 10.1007/s10029-021-02376-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 01/22/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE Persistent postoperative pain (PPP) is a prevalent complication after inguinal hernia repair. The aim of this study was to develop and validate a preoperative risk score for PPP. METHODS We developed the risk score based on a cohort of 2,508 Danish men, who answered a questionnaire six months after inguinal hernia repair performed 2015-2016. PPP was defined as a numerical rating scale score ≥ 2 during activity six months postoperatively. Logistic regression analyses were undertaken to determine statistically significant predictors of PPP. Univariable analysis selected potential predictors with a p value ≤ 0.20, and a subsequent multivariable model was built using backward elimination with a criterion of p value < 0.10. We created a risk score based on the β coefficients of the multivariable model. The risk score was validated internally using Hosmer-Lemeshow goodness of fit test, calibration belt test, and receiver operating characteristic curve analyses with 95% confidence intervals based on the bootstrap analysis. External validation was performed in a cohort of 293 men recruited preoperatively. RESULTS Predictors of PPP were age 18-49 and 50-59 (versus ≥ 60) years (p < 0.001), total load lifted > 1,000 kg/day (p = 0.001), working in a bent-over position > 1 h/day (p < 0.001), leisure-time physical activity < 2 h/week (p = 0.009), increasing body mass index (per unit) (p < 0.003), and repair of recurrent hernia (p = 0.001).The preoperative risk score predicted risks of 6-61% in the development population. The model showed good internal and external validity. CONCLUSION The results suggest that the risk of PPP after inguinal hernia repair can be predicted using a preoperative risk score.
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Kontio T, Heliövaara M, Viikari-Juntura E, Solovieva S. To what extent is severe osteoarthritis preventable? Occupational and non-occupational risk factors for knee and hip osteoarthritis. Rheumatology (Oxford) 2020; 59:3869-3877. [PMID: 32533170 DOI: 10.1093/rheumatology/keaa238] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 04/08/2020] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES To explore the relative contribution of cumulative physical workload, sociodemographic and lifestyle factors, as well as prior injury to hospitalization due to knee and hip OA. METHODS We examined a nationally representative sample of persons aged 30-59 years, who participated in a comprehensive health examination (the Health 2000 Study). A total of 4642 participants were followed from mid-2000 to end-2015 for the first hospitalization due to knee or hip OA using the National Hospital Discharge Register. We examined the association of possible risk factors with the outcome using a competing risk regression model (death was treated as competing risk) and calculated population attributable fractions for statistically significant risk factors. RESULTS Baseline age and BMI as well as injury were associated with the risk of first hospitalization due to knee and hip OA. Composite cumulative workload was associated with a dose-response pattern with hospitalizations due to knee OA and with hospitalizations due to hip OA at a younger age only. Altogether, prior injury, high BMI and intermediate to high composite cumulative workload accounted for 70% of hospitalizations due to knee OA. High BMI alone accounted for 61% and prior injury only for 6% of hospitalizations due to hip OA. CONCLUSION Our results suggest that overweight/obesity, prior injury and cumulative physical workload are the most important modifiable risk factors that need to be targeted in the prevention of knee OA leading to hospitalization. A substantial proportion of hospitalizations due to hip OA can be reduced by controlling excess body weight.
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Affiliation(s)
| | | | | | - Svetlana Solovieva
- National Institute for Health and Welfare.,Finnish Institute of Occupational Health, Helsinki, Finland
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Gignac MAM, Irvin E, Cullen K, Van Eerd D, Beaton DE, Mahood Q, McLeod C, Backman CL. Men and Women's Occupational Activities and the Risk of Developing Osteoarthritis of the Knee, Hip, or Hands: A Systematic Review and Recommendations for Future Research. Arthritis Care Res (Hoboken) 2020; 72:378-396. [PMID: 30762317 PMCID: PMC7065017 DOI: 10.1002/acr.23855] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Accepted: 02/12/2019] [Indexed: 12/24/2022]
Abstract
Objective To systematically review the evidence for an increased risk of osteoarthritis in the hip, knee, hand, wrist, finger, ankle, foot, shoulder, neck, and spine related to diverse occupational activities of men and women and to examine dose‐response information related to the frequency, intensity, and duration of work exposures and the risk of osteoarthritis (OA). Methods Established guidelines for systematic reviews in occupational health and safety studies were followed. MEDLINE, Embase, CINAHL, and Cochrane Library were searched from inception to December 2017. Studies were reviewed for relevance, quality was appraised, and data were extracted and synthesized. Results Sixty‐nine studies from 23 countries yielded strong and moderate evidence for lifting, cumulative physical loads, full‐body vibration, and kneeling/squatting/bending as increasing the risks of developing OA in men and women. Strong and moderate evidence existed for no increased risk of OA related to sitting, standing, and walking (hip and knee OA), lifting and carrying (knee OA), climbing ladders (knee OA), driving (knee OA), and highly repetitive tasks (hand OA). Variability in dose‐response data resulted in an inability to synthesize these data. Conclusion Evidence points to the potential for OA occupational recommendations and practice considerations to be developed for women and men. However, research attention is needed to overcome deficits in the measurement and recall of specific work activities so that recommendations and practice considerations can provide the specificity needed to be adopted in workplaces.
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Affiliation(s)
- Monique A M Gignac
- Institute for Work and Health and Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Emma Irvin
- Institute for Work and Health, Toronto, Ontario, Canada
| | - Kim Cullen
- Institute for Work and Health, Toronto, and School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | | | | | - Quenby Mahood
- Institute for Work and Health, Toronto, Ontario, Canada
| | - Chris McLeod
- Institute for Work and Health, Toronto, Ontario, and School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Catherine L Backman
- University of British Columbia and Arthritis Research Centre of Canada, Vancouver, British Columbia, Canada
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Canetti EFD, Schram B, Orr RM, Knapik J, Pope R. Risk factors for development of lower limb osteoarthritis in physically demanding occupations: A systematic review and meta-analysis. APPLIED ERGONOMICS 2020; 86:103097. [PMID: 32342888 DOI: 10.1016/j.apergo.2020.103097] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 02/05/2020] [Accepted: 03/06/2020] [Indexed: 06/11/2023]
Abstract
This systematic review and meta-analysis identified and critically reviewed the findings of recent studies (last 15 years) examining relationships between specific physically demanding occupations or occupational tasks and development of lower limb osteoarthritis (OA). Twenty-eight studies with 266,227 cases of lower limb OA were included. Occupational tasks contributing to OA included farming, floor laying, and brick laying. Activities significantly contributing to the risk of knee OA were lifting heavy loads (>10 kg/week) (odds ratio [OR] = 1.52, 95% confidence interval [95%CI] 1.29-1.79), squatting/kneeling (OR = 1.69, 95%CI 1.15-2.49), standing (>2 h/daily) (OR = 1.22 95%CI 1.02-1.46) and walking (OR = 1.40 95%CI 1.14-1.73). Lifting contributed significantly to the risk of hip OA (OR = 1.35, 95%CI 1.16-1.57). The effects of occupational exposures appear to be magnified by previous injury and BMI >25 kg/m2. Since specific occupational activities increase OA risk, ergonomist should encourage the use of existing tools, or oversee the design of new tools that may decrease exposure to such activities.
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Affiliation(s)
- Elisa F D Canetti
- Faculty of Health Sciences and Medicine, Bond University, 14 University Drive, Robina, QLD, 4226, Australia; Tactical Research Unit, Bond University, 2 Promethean Way, Robina, QLD, 4226, Australia.
| | - Ben Schram
- Faculty of Health Sciences and Medicine, Bond University, 14 University Drive, Robina, QLD, 4226, Australia; Tactical Research Unit, Bond University, 2 Promethean Way, Robina, QLD, 4226, Australia.
| | - Robin M Orr
- Faculty of Health Sciences and Medicine, Bond University, 14 University Drive, Robina, QLD, 4226, Australia; Tactical Research Unit, Bond University, 2 Promethean Way, Robina, QLD, 4226, Australia.
| | - Joseph Knapik
- Tactical Research Unit, Bond University, 2 Promethean Way, Robina, QLD, 4226, Australia.
| | - Rodney Pope
- Tactical Research Unit, Bond University, 2 Promethean Way, Robina, QLD, 4226, Australia; School of Community Health, Charles Sturt University, Elizabeth Mitchell Dr, Thurgoona, NSW, 2640, Australia.
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Flachs EM, Petersen SEB, Kolstad HA, Schlünssen V, Svendsen SW, Hansen J, Budtz-Jørgensen E, Andersen JH, Madsen IEH, Bonde JPE. Cohort Profile: DOC*X: a nationwide Danish occupational cohort with eXposure data - an open research resource. Int J Epidemiol 2020; 48:1413-1413k. [PMID: 31730707 DOI: 10.1093/ije/dyz110] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2019] [Indexed: 11/14/2022] Open
Affiliation(s)
- Esben Meulengracht Flachs
- Department of Occupational and Environmental Medicine, Bispebjerg-Frederiksberg Hospital, Copenhagen, Denmark
| | | | - Henrik Albert Kolstad
- Department of Occupational Medicine, Danish Ramazzini Centre, Aarhus University Hospital, Aarhus, Denmark
| | - Vivi Schlünssen
- National Research Centre for the Working Environment, Copenhagen, Denmark.,Department of Public Health, Danish Ramazzini Centre, Aarhus University, Aarhus, Denmark
| | - Susanne Wulff Svendsen
- Danish Ramazzini Centre, Department of Occupational Medicine, Regional Hospital West Jutland - University Research Clinic, Herning, Denmark
| | - Johnni Hansen
- The Danish Cancer Society, Research Center, Copenhagen, Denmark
| | - Esben Budtz-Jørgensen
- Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Johan Hviid Andersen
- Danish Ramazzini Centre, Department of Occupational Medicine, Regional Hospital West Jutland - University Research Clinic, Herning, Denmark
| | | | - Jens Peter Ellekilde Bonde
- Department of Occupational and Environmental Medicine, Bispebjerg-Frederiksberg Hospital, Copenhagen, Denmark.,Institute of, Public, Health, University of Copenhagen, Copenhagen, Denmark
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Exposure-Response Relationship and Doubling Risk Doses-A Systematic Review of Occupational Workload and Osteoarthritis of the Hip. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16193681. [PMID: 31574974 PMCID: PMC6802007 DOI: 10.3390/ijerph16193681] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 08/15/2019] [Accepted: 09/20/2019] [Indexed: 12/02/2022]
Abstract
In this review, we critically evaluated the evidence of exposure–response relationships between occupational workload and the risk of hip osteoarthritis. The existing evidence was evaluated in order for us to extrapolate possible doubling risk doses for hip osteoarthritis. Comprehensive searches for epidemiological studies of hip osteoarthritis and occupational workload were performed in literature databases (PubMed, EMBASE, Cochrane Work and Google Scholar) and recent reviews up to February 2019. In total, 85 papers met the preliminary inclusion criteria, and 10 studies indicating an exposure-response relationship between occupational workload and hip osteoarthritis were identified. All studies were assessed on the basis of their study design, defined quality scores and relevant confounders considered. An exposure–response relationship between heavy lifting and the risk of hip osteoarthritis is consistently observed among the male populations but not among the female populations. We quantified the doubling risk doses in two studies in which both an exposure–response relationship and cumulative exposure doses were stated. These two studies provided the highest quality level of all studies published to date. The estimated doubling risk doses in these two studies lie between 14,761 and 18,550 tons (daily lifting 2.2–2.8 tons, 220 days/year for 30 years). These results can be used for workplace interventions to prevent hip osteoarthritis.
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15
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Optimal Material Selection for Total Hip Implant: A Finite Element Case Study. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2019. [DOI: 10.1007/s13369-019-04088-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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16
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Varnum C, Pedersen AB, Gundtoft PH, Overgaard S. The what, when and how of orthopaedic registers: an introduction into register-based research. EFORT Open Rev 2019; 4:337-343. [PMID: 31210972 PMCID: PMC6549105 DOI: 10.1302/2058-5241.4.180097] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Establishment of orthopaedic registers started in 1975 and many registers have been initiated since. The main purpose of registers is to collect information on patients, implants and procedures in order to monitor and improve the outcome of the specific procedure. Data validity reflects the quality of the registered data and consists of four major aspects: coverage of the register, registration completeness of procedures/patients, registration completeness of variables included in the register and accuracy of registered variables. Survival analysis is often used in register studies to estimate the incidence of an outcome. The most commonly used survival analysis is the Kaplan–Meier survival curves, which present the proportion of patients who have not experienced the defined event (e.g. death or revision of a prosthesis) in relation to the time. Depending on the research question, competing events can be taken into account by using the cumulative incidence function. Cox regression analysis is used to compare survival data for different groups taking differences between groups into account. When interpreting the results from observational register-based studies a number of factors including selection bias, information bias, chance and confounding have to be taken into account. In observational register-based studies selection bias is related to, for example, absence of complete follow-up of the patients, whereas information bias is related to, for example, misclassification of exposure (e.g. risk factor of interest) or/and outcome. The REporting of studies Conducted using Observational Routinely-collected Data guidelines should be used for studies based on routinely-collected health data including orthopaedic registers. Linkage between orthopaedic registers, other clinical quality databases and administrative health registers may be of value when performing orthopaedic register-based research.
Cite this article: EFORT Open Rev 2019;4 DOI: 10.1302/2058-5241.4.180097
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Affiliation(s)
- Claus Varnum
- The Danish Hip Arthroplasty Register.,Department of Orthopaedic Surgery, Vejle Hospital, Vejle, Denmark
| | - Alma Bečić Pedersen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Per Hviid Gundtoft
- Department of Orthopaedic Surgery and Traumatology, Odense University Hospital, Odense, Denmark
| | - Søren Overgaard
- The Danish Hip Arthroplasty Register.,Department of Orthopaedic Surgery and Traumatology, Odense University Hospital, Odense, Denmark.,Orthopaedic Research Unit, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
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17
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Evanoff BA, Yung M, Buckner-Petty S, Andersen JH, Roquelaure Y, Descatha A, Dale AM. The CONSTANCES job exposure matrix based on self-reported exposure to physical risk factors: development and evaluation. Occup Environ Med 2019; 76:398-406. [PMID: 30705110 PMCID: PMC6520135 DOI: 10.1136/oemed-2018-105287] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 11/28/2018] [Accepted: 12/16/2018] [Indexed: 11/27/2022]
Abstract
Objectives Job exposure matrices (JEMs) can be constructed from expert-rated assessments, direct measurement and self-reports. This paper describes the construction of a general population JEM based on self-reported physical exposures, its ability to create homogeneous exposure groups (HEG) and the use of different exposure metrics to express job-level estimates. Methods The JEM was constructed from physical exposure data obtained from the Cohorte des consultants des Centres d’examens de santé (CONSTANCES). Using data from 35 526 eligible participants, the JEM consisted of 27 physical risk factors from 407 job codes. We determined whether the JEM created HEG by performing non-parametric multivariate analysis of variance (NPMANOVA). We compared three exposure metrics (mean, bias-corrected mean, median) by calculating within-job and between-job variances, and by residual plots between each metric and individual reported exposure. Results NPMANOVA showed significantly higher between-job than within-job variance among the 27 risk factors (F(253,21964)=61.33, p<0.0001, r2=41.1%). The bias-corrected mean produced more favourable HEG as we observed higher between-job variance and more explained variance than either means or medians. When compared with individual reported exposures, the bias-corrected mean led to near-zero mean differences and lower variance than other exposure metrics. Conclusions CONSTANCES JEM using self-reported data yielded HEGs, and can thus classify individual participants based on job title. The bias-corrected mean metric may better reflect the shape of the underlying exposure distribution. This JEM opens new possibilities for using unbiased exposure estimates to study the effects of workplace physical exposures on a variety of health conditions within a large general population study.
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Affiliation(s)
- Bradley A Evanoff
- Division of General Medical Sciences, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Marcus Yung
- Division of General Medical Sciences, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Skye Buckner-Petty
- Division of General Medical Sciences, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Johan Hviid Andersen
- Department of Occupational Medicine, Danish Ramazzini Centre, Regional Hospital West Jutland, University Research Clinic, Herning, Denmark
| | - Yves Roquelaure
- INSERM, U1085, IRSET (Institute de recherché en santé, environnement et travail), ESTER Team, University of Angers, Angers, France
| | - Alexis Descatha
- INSERM, U1085, IRSET (Institute de recherché en santé, environnement et travail), ESTER Team, University of Angers, Angers, France.,AP-HP, EMS (Samu92), Occupational Health Unit, Raymond Poincaré University Hospital, Garches, France.,INSERM, UMR 1168 UMS011, University of Versailles Saint-Quentin-en-Yvelines, Villejuif, France
| | - Ann Marie Dale
- Division of General Medical Sciences, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
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18
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Sun Y, Nold A, Glitsch U, Bochmann F. Hip Osteoarthritis and Physical Workload: Influence of Study Quality on Risk Estimations-A Meta-Analysis of Epidemiological Findings. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16030322. [PMID: 30682781 PMCID: PMC6388382 DOI: 10.3390/ijerph16030322] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 01/11/2019] [Accepted: 01/17/2019] [Indexed: 01/13/2023]
Abstract
In this paper, we critically evaluate the quality of epidemiological evidence on hip osteoarthritis and workload published so far. The influence of study quality on risk estimations was analyzed in sensitivity meta-analyses and meta-regression analyses. Comprehensive searches for epidemiological studies of hip osteoarthritis and occupational workload were performed in literature databases and current reviews. All studies were assessed on the basis of study design, defined quality scores, and relevant confounders considered. In total, 34 suitable studies were identified for critical evaluation. Of these, 20 are prevalence studies and 14 incidence studies. Strong heterogeneity is observed in study design, quality level, and estimated exposure parameters. A consistent positive association between heavy physical workload and hip osteoarthritis was observed only among the male populations, not among the female populations. In general, cohort studies provided lower effect estimates than cross-sectional and population-based case-control studies. Studies with high quality scores also produced lower effect estimates than studies with low quality scores. Consideration of BMI as a confounder in published studies also yielded lower effect estimates than studies without consideration of BMI as a confounder. Our analyses indicate that high-quality studies of the association between occupational workload and hip osteoarthritis provide lower effect estimates than studies of lower quality.
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Affiliation(s)
- Yi Sun
- Unit Applied Epidemiology, Institute for Occupational Safety and Health of the German Social Accident Insurance, 53757 Sankt Augustin, Germany.
| | - Annette Nold
- Unit Applied Epidemiology, Institute for Occupational Safety and Health of the German Social Accident Insurance, 53757 Sankt Augustin, Germany.
| | - Ulrich Glitsch
- Unit Musculoskeletal Workload, Institute for Occupational Safety and Health of the German Social Accident Insurance, 53757 Sankt Augustin, Germany.
| | - Frank Bochmann
- Unit Applied Epidemiology, Institute for Occupational Safety and Health of the German Social Accident Insurance, 53757 Sankt Augustin, Germany.
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19
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Bergmann A, Bolm-Audorff U, Krone D, Seidler A, Liebers F, Haerting J, Freiberg A, Unverzagt S. Occupational Strain as a Risk for Hip Osteoarthritis. DEUTSCHES ARZTEBLATT INTERNATIONAL 2018; 114:581-588. [PMID: 28927496 DOI: 10.3238/arztebl.2017.0581] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 11/29/2016] [Accepted: 06/12/2017] [Indexed: 02/04/2023]
Abstract
BACKGROUND Multiple epidemiological studies have revealed an association between occupational physical strain and the risk of developing hip osteoarthritis. METHODS To determine the association between the lifting and carrying of heavy loads or other physically demanding work and the risk of hip osteoarthritis (HOA) or total hip replacement (THR), we systematically searched the literature for primary studies on the effects of exposure to physical strain and meta-analytically reviewed the results that were amenable to comparisons across studies. We separately assessed studies that had hip pain as an endpoint. RESULTS 5 cohort studies and 18 case-control studies were found suitable for inclusion. The lifting of heavy loads increases the risk of HOA or THR: exposure doubles the risk in men (relative risk [RR] 2.09, 95% confidence interval [1.4; 3.1]) and increases it by roughly 40% in women (RR 1.41 [1.0; 1.9]). Physically demanding work consisting of a combination of activities of various kinds (dealing with heavy loads, heavy manual work, or prolonged walking and standing) increases the risk by roughly 150% in men (RR 2.46 [1.3; 4.8]) and 40% in women (RR 1.38 [0.9; 2.2]). Hip pain was also reported more commonly in the exposed groups. CONCLUSION The studies are moderately to highly heterogeneous. An association exists between years of lifting heavy loads or other kinds of physical strain on the job and the risk of developing osteoarthritis of the hip. The greater the exposure, the greater the risk. The evidence base for risk assessment in women is currently inadequate.
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Affiliation(s)
- Annekatrin Bergmann
- Martin Luther University Halle-Wittenberg, Faculty of Medicine, Department of Occupational Medicine; Martin Luther University Halle-Wittenberg, Faculty of Medicine, Institute for Medical Epidemiology, Biometrics and Informatics; Regional Authority Darmstadt, Department for Occupational Safety and the Environment; Technical University of Dresden, Faculty of Medicine, Institute and Polyclinic for Occupational and Social Medicine; Federal Institute for Occupational Safety and Health (BAuA), Berlin
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20
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Buckner‐Petty S, Dale AM, Evanoff BA. Efficiency of autocoding programs for converting job descriptors into standard occupational classification (SOC) codes. Am J Ind Med 2018; 62:59-68. [PMID: 30520070 DOI: 10.1002/ajim.22928] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2018] [Indexed: 01/01/2023]
Abstract
BACKGROUND Existing datasets often lack job exposure data. Standard Occupational Classification (SOC) codes can link work exposure data to health outcomes via a Job Exposure Matrix, but manually assigning SOC codes is laborious. We explored the utility of two SOC autocoding programs. METHODS We entered industry and occupation descriptions from two existing cohorts into two publicly available SOC autocoding programs. SOC codes were also assigned manually by experienced coders. These SOC codes were then linked to exposures from the Occupational Information Network (O*NET). RESULTS Agreement between the SOC codes produced by autocoding programs and those produced manually was modest at the 6-digit level, and strong at the 2-digit level. Importantly, O*NET exposure values based on SOC code assignment showed strong agreement between manual and autocoded methods. CONCLUSION Both available autocoding programs can be useful tools for assigning SOC codes, allowing linkage of occupational exposures to data containing free-text occupation descriptors.
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Affiliation(s)
- Skye Buckner‐Petty
- Division of General Medical SciencesWashington University School of MedicineSt. LouisMissouri
| | - Ann Marie Dale
- Division of General Medical SciencesWashington University School of MedicineSt. LouisMissouri
| | - Bradley A. Evanoff
- Division of General Medical SciencesWashington University School of MedicineSt. LouisMissouri
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21
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Wang G, Zhang P, Zhao J. Endotoxin Contributes to Artificial Loosening of Prostheses Induced by Titanium Particles. Med Sci Monit 2018; 24:7001-7006. [PMID: 30277224 PMCID: PMC6180935 DOI: 10.12659/msm.910039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Aseptic loosening of orthopedic implants caused by wear particles is a major cause of joint replacement failure. However, the mechanism of aseptic loosening has not yet been defined. The present study explored whether endotoxin adherent on the titanium (Ti) particles contributes to aseptic loosening. Material/Methods Limulus amebocyte lysate detection was conducted to detect the levels of endotoxin adhered to the Ti particles. A mouse air pouches model was established and mice were divided into 4 groups and injected with phosphate-buffered saline (PBS) or Ti particles suspensions (0.1, 1, 10 mg/mL), following detection of the number of macrophages and the level of endotoxin. Scanning electron microscopy (SEM) was used to characterize the microstructures of Ti particles adhered with endotoxin. Results In vitro experiments showed that the level of endotoxin adhered to the Ti particles was significantly increased after adding LPS back to these “endotoxin-free” particles. In vivo experiments showed that Ti particles injection significantly increased the number of macrophages and the level of endotoxin. Conclusions In conclusion, these results suggest that adherent endotoxin may play an important role in aseptic loosening induced by Ti particles.
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Affiliation(s)
- Guihua Wang
- Jinling Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China (mainland).,Department of Orthopedics, Nanjing Pukou Central Hospital, Nanjing, Jiangsu, China (mainland)
| | - Pin Zhang
- Jinling Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Jianning Zhao
- Jinling Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
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22
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Kirkeby L, Frost P, Hansen TB, Svendsen SW. Disability and return to work after MRI on suspicion of scaphoid fracture: Influence of MRI pathology and occupational mechanical exposures. PLoS One 2018; 13:e0197978. [PMID: 29864121 PMCID: PMC5986122 DOI: 10.1371/journal.pone.0197978] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2017] [Accepted: 05/12/2018] [Indexed: 11/18/2022] Open
Abstract
Objectives We aimed to determine the prognosis after early MRI on clinical suspicion of scaphoid fracture, hypothesising that MRI pathology is associated with more disability and that MRI pathology and high occupational mechanical hand-arm exposures are associated with slower return to work (RTW). Methods We conducted a follow-up study of a cohort of 469 patients, who were scanned in the period 2006 to 2010. The respondents constituted our cohort for disability analysis and the subset that was in the labour market at the time of the trauma constituted our sub-cohort for RTW analysis. Questionnaires included disability scores, job title, and lifestyle factors. Job titles were linked with a job exposure matrix to estimate occupational exposures. Register information was obtained on time until RTW. We used logistic regression analysis of disability and Cox regression analysis of time until RTW. Results The proportion that responded was 53% (249/469) for the disability analysis and 59% (125/212) for the RTW analysis. The mean age at follow up was 43.5 years, the mean time since trauma was 4.8 years, 53% had injury of the dominant hand, and 54% had MRI pathology. Men constituted 43% of the cohort and 56% of the sub-cohort. MRI pathology was not associated with more disability [e.g., for a 'Disabilities of the Arm Shoulder and Hand'-score ≥20 the odds ratio was 0.58 (95% confidence interval 0.26–1.17)]. Patients without MRI pathology and with low occupational exposures were off work for an average of four weeks. Patients with MRI pathology or high occupational exposures were off work for twice as long time. Conclusion MRI pathology was not associated with more disability. For patients, who were in the labour market at the time of the trauma, MRI pathology and high occupational mechanical hand-arm exposures were associated with slower RTW.
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Affiliation(s)
- Lone Kirkeby
- University Clinic of Hand, Hip and Knee Surgery, Regional Hospital Holstebro, Aarhus University, Holstebro, Denmark
- * E-mail:
| | - Poul Frost
- Danish Ramazzini Centre, Department of Occupational Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Torben Bæk Hansen
- University Clinic of Hand, Hip and Knee Surgery, Regional Hospital Holstebro, Aarhus University, Holstebro, Denmark
| | - Susanne Wulff Svendsen
- Danish Ramazzini Centre, Department of Occupational Medicine, Regional Hospital West Jutland–University Research Clinic, Herning, Denmark
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23
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Seidler A, Lüben L, Hegewald J, Bolm-Audorff U, Bergmann A, Liebers F, Ramdohr C, Romero Starke K, Freiberg A, Unverzagt S. Dose-response relationship between cumulative physical workload and osteoarthritis of the hip - a meta-analysis applying an external reference population for exposure assignment. BMC Musculoskelet Disord 2018; 19:182. [PMID: 29859083 PMCID: PMC5984732 DOI: 10.1186/s12891-018-2085-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 05/09/2018] [Indexed: 12/04/2022] Open
Abstract
Background There is consistent evidence from observational studies of an association between occupational lifting and carrying of heavy loads and the diagnosis of hip osteoarthritis. However, due to the heterogeneity of exposure estimates considered in single studies, a dose-response relationship between cumulative physical workload and hip osteoarthritis could not be determined so far. Methods This study aimed to analyze the dose-response relationship between cumulative physical workload and hip osteoarthritis by replacing the exposure categories of the included studies with cumulative exposure values of an external reference population. Our meta-regression analysis was based on a recently conducted systematic review (Bergmann A, Bolm-Audorff U, Krone D, Seidler A, Liebers F, Haerting J, Freiberg A, Unverzagt S, Dtsch Arztebl Int 114:581–8, 2017). The main analysis of our meta-regression comprised six case-control studies for men and five for women. The population control subjects of a German multicentre case-control study (Seidler A, Bergmann A, Jäger M, Ellegast R, Ditchen D, Elsner G, Grifka J, Haerting J, Hofmann F, Linhardt O, Luttmann A, Michaelis M, Petereit-Haack G, Schumann B, Bolm-Audorff U, BMC Musculoskelet Disord 10:48, 2009) served as the reference population. Based on the sex-specific cumulative exposure percentiles of the reference population, we assigned exposure values to each category of the included studies using three different cumulative exposure parameters. To estimate the doubling dose (the amount of physical workload to double the risk of hip osteoarthritis) on the basis of all available case-control-studies, meta-regression analyses were conducted based on the linear association between exposure values of the reference population and the logarithm of reported odds ratios (ORs) from the included studies. Results In men, the risk to develop hip osteoarthritis was increased by an OR of 1.98 (95% CI 1.20–3.29) per 10,000 tons of weights ≥20 kg handled, 2.08 (95% CI 1.22–3.53) per 10,000 tons handled > 10 times per day and 8.64 (95% CI 1.87–39.91) per 106 operations. These estimations result in doubling dosages of 10,100 tons of weights ≥20 kg handled, 9500 tons ≥20 kg handled > 10 times per day and 321,400 operations of weights ≥20 kg. There was no linear association between manual handling of weights at work and risk to develop hip osteoarthritis in women. Conclusions Under specific conditions, the application of an external reference population allows for the derivation of a dose-response relationship despite high exposure heterogeneities in the pooled studies. Electronic supplementary material The online version of this article (10.1186/s12891-018-2085-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Andreas Seidler
- Institute and Policlinic of Occupational and Social Medicine (IPAS), Faculty of Medicine, Technical University Dresden, Fetscherstr. 74, 01307, Dresden, Germany.
| | - Laura Lüben
- Institute and Policlinic of Occupational and Social Medicine (IPAS), Faculty of Medicine, Technical University Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Janice Hegewald
- Institute and Policlinic of Occupational and Social Medicine (IPAS), Faculty of Medicine, Technical University Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Ulrich Bolm-Audorff
- Division of Occupational Health, Department of Occupational Safety and Environment, Regional Government of South Hesse, Wiesbaden, Germany.,Justus-Liebig-University, Gießen, Germany
| | - Annekatrin Bergmann
- Institute for Medical Epidemiology, Biostatistics, and Informatics, Martin-Luther-University Halle-Wittenberg, Halle/Saale, Germany
| | - Falk Liebers
- Federal Institute of Occupational Safety and Health, Berlin, Germany
| | - Christina Ramdohr
- Institute for Medical Epidemiology, Biostatistics, and Informatics, Martin-Luther-University Halle-Wittenberg, Halle/Saale, Germany
| | - Karla Romero Starke
- Institute and Policlinic of Occupational and Social Medicine (IPAS), Faculty of Medicine, Technical University Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Alice Freiberg
- Institute and Policlinic of Occupational and Social Medicine (IPAS), Faculty of Medicine, Technical University Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Susanne Unverzagt
- Institute for Medical Epidemiology, Biostatistics, and Informatics, Martin-Luther-University Halle-Wittenberg, Halle/Saale, Germany
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Jeremic D, Vulovic M, Macuzic IZ, Ivosevic A, Grbovic V, Sekulic I, Djordjevic D. Anatomical Parameters of the Acetabulum in Heavy Vehicle Operators. SERBIAN JOURNAL OF EXPERIMENTAL AND CLINICAL RESEARCH 2017. [DOI: 10.1515/sjecr-2016-0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
AbstractIt has been suggested that long-term exposure by heavy vehicle operators to whole-body vibration (WBV) may be related to an increased risk of pathological changes in the anatomical parameters of the hip. The aim of this study was to explore the difference in anatomical parameters of acetabulum in drivers of heavy vehicles (experimental group; n=60) and subjects who have not been exposed to WBV (control group; n=60). The anteroposterior radiographic view of the hips was used to measure the following parameters: the vertical centre edge (VCE), the ‘horizontal toit externe’ angle (HTE), the neck shaft angle (NSA) and the acetabular depth (AD). Compared with the control group, the mean VCE angle values and AD were signifi cantly lower, while the average HTE and NSA values were signifi cantly higher in the experimental group. This study supports the hypothesis that exposure to whole-body vibration during operation of a vehicle causes an increased risk of acetabular dysplasia.
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Affiliation(s)
- Dejan Jeremic
- Department of Anatomy, Faculty of Medical Sciences, University of Kragujevac, Kragujevac , Serbia
| | - Maja Vulovic
- Department of Anatomy, Faculty of Medical Sciences, University of Kragujevac, Kragujevac , Serbia
| | - Ivana Zivanovic Macuzic
- Department of Anatomy, Faculty of Medical Sciences, University of Kragujevac, Kragujevac , Serbia
| | - Anita Ivosevic
- Department of Internal Medicine, Faculty of Medical Sciences, University of Kragujevac, Kragujevac , Serbia
| | - Vesna Grbovic
- Department of Physical Medicine and Rehabilitation, Faculty of Medical Sciences, University of Kragujevac, Kragujevac , Serbia
| | - Igor Sekulic
- Institute of Radiology, Military Medical Academy, Belgrade , Serbia
| | - Dusica Djordjevic
- Department of Physical Medicine and Rehabilitation, Faculty of Medical Sciences, University of Kragujevac, Kragujevac , Serbia
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Inhibitory effect of quercetin on titanium particle-induced endoplasmic reticulum stress (ERS)-related apoptosis and in vivoosteolysis. Biosci Rep 2017; 37:BSR20170961. [PMID: 28760844 PMCID: PMC5634327 DOI: 10.1042/bsr20170961] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 07/21/2017] [Accepted: 07/31/2017] [Indexed: 11/23/2022] Open
Abstract
Wear particle induced periprosthetic osteolysis is the main cause of aseptic
loosening of orthopedic implants. The aim of the present study is to determine
the protective effect of quercetin (QUE) against titanium (Ti) particle induced
endoplasmic reticulum stress (ERS) related apoptosis and osteolysis. In the
present study, RAW264.7 cells were pretreated with different concentrations (40,
80, and 160 μmol/l) of QUE for 30 min and then treated with Ti particle
(5 mg/ml) for 24 h. Cell viability and apoptosis were determined using MTT assay
and Annexin V-FITC Apoptosis Detection Kit, respectively. Protein and mRNA
expressions of ERS-related genes were examined by Western blot and real-time
PCR, respectively. The release of inflammatory cytokines was detected by ELISA.
Then, a mouse calvarial osteolysis model was established. Histological sections
of calvaria were stained with Hematoxylin-Eosin (H&E) or
tartrate-resistant acid phosphatase (TRAP). The results showed that Ti particle
reduced cell viability and induced apoptosis in RAW264.7 macrophages. The
cytotoxic effects of Ti particle were dramatically inhibited by QUE
pretreatment. Interestingly, we found that QUE also significantly reduced Ti
particle induced up-regulation of the expression levels of protein kinase
RNA-like ER kinase (PERK), inositol-requiring enzyme-1 (IRE1), glucose-regulated
protein (GRP78), CCAAT/enhancer-binding protein homologous protein (CHOP),
caspase-12, and caspase-3 and enhanced the down-regulation of Bcl-2. In
addition, QUE decreased Ti particle-induced inflammatory cytokines release from
RAW264.7 cells. Moreover, treatment with QUE markedly decreased osteoclast
number. In a mouse calvarial osteolysis model, QUE inhibited Ti particle induced
osteolysis in vivo by inhibiting osteoclast formation and
expressions of ERS-related genes. In conclusion, QUE can protect RAW264.7 cells
from Ti particle induced ERS-related apoptosis and suppress calvarial osteolysis
in vivo.
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Vad MV, Frost P, Rosenberg J, Andersen JH, Svendsen SW. Inguinal hernia repair among men in relation to occupational mechanical exposures and lifestyle factors: a longitudinal study. Occup Environ Med 2017; 74:769-775. [PMID: 28546321 DOI: 10.1136/oemed-2016-104160] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 04/07/2017] [Accepted: 04/21/2017] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To evaluate exposure-response relationships between occupational mechanical exposures and first-time lateral and medial inguinal hernia repair and effects of lifestyle factors. To estimate if occupational mechanical exposures advance the repairs. METHODS This longitudinal study was based on a cohort of men aged 18-65 years with questionnaire data from the Musculoskeletal Research Database at the Danish Ramazzini Centre. We estimated occupational mechanical exposures using a job exposure matrix. First-time inguinal hernia repairs from 1998 to 2014 were identified in the Danish Hernia Database. We used Cox regression analyses and calculated excess fractions among the exposed and rate advancement periods (RAPs). RESULTS Among 17 967 men, we identified 382 lateral and 314 medial repairs. The risk of lateral repairs increased with time spent standing/walking with an HR of 1.45 (95% CI 1.12 to 1.88) for ≥6 hours/day versus <4 hours/day, corresponding to an excess fraction of cases of 31% in the group with ≥6 hours/day. This group had a RAP of 6.7 (95% CI 2.6 to 10.8) years. Medial repairs were not associated with occupational mechanical exposures. A body mass index ≥30 kg/m2 showed lower HRs for both repair types. Leisure-time physical activity and smoking status were not related to any of the outcomes. CONCLUSIONS Assuming a causal relationship, the results suggest that around 30% of all first-time lateral inguinal hernia repairs in the highest exposure category would be preventable if the time spent standing/walking could be reduced from ≥6 to <4 hours/day. The repairs might even be postponed by 6-7 years.
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Affiliation(s)
- Marie Vestergaard Vad
- Danish Ramazzini Centre, Department of Occupational Medicine, Regional Hospital West Jutland-University Research Clinic, Herning, Denmark.,Danish Ramazzini Centre, Department of Occupational Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Poul Frost
- Danish Ramazzini Centre, Department of Occupational Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jacob Rosenberg
- Department of Surgical Gastroenterology, Herlev Hospital, University of Copenhagen, Herlev, Denmark
| | - Johan Hviid Andersen
- Danish Ramazzini Centre, Department of Occupational Medicine, Regional Hospital West Jutland-University Research Clinic, Herning, Denmark
| | - Susanne Wulff Svendsen
- Danish Ramazzini Centre, Department of Occupational Medicine, Regional Hospital West Jutland-University Research Clinic, Herning, Denmark
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Dalbøge A, Frost P, Andersen JH, Svendsen SW. Surgery for subacromial impingement syndrome in relation to occupational exposures, lifestyle factors and diabetes mellitus: a nationwide nested case–control study. Occup Environ Med 2017; 74:728-736. [DOI: 10.1136/oemed-2016-104272] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 04/13/2017] [Accepted: 04/17/2017] [Indexed: 11/04/2022]
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Stigmar K, Dahlberg LE, Zhou C, Jacobson Lidgren H, Petersson IF, Englund M. Sick leave in Sweden before and after total joint replacement in hip and knee osteoarthritis patients. Acta Orthop 2017; 88:152-157. [PMID: 27996342 PMCID: PMC5385109 DOI: 10.1080/17453674.2016.1269051] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Background and purpose - Little is know about patterns of sick leave in connection with total hip and knee joint replacement (THR and TKR) in patients with osteoarthritis (OA). Patients and methods - Using registers from southern Sweden, we identified hip and knee OA patients aged 40-59 years who had a THR or TKR in the period 2004-2012. Patients who died or started on disability pension were excluded. We included 1,307 patients with THR (46% women) and 996 patients with TKR (56% women). For the period 1 year before until 2 years after the surgery, we linked individual-level data on sick leave from the Swedish Social Insurance Agency. We created a matched reference cohort from the general population by age, birth year, and area of residence (THR: n = 4,604; TKR: n = 3,425). The mean number of days on sick leave and the proportion (%) on sick leave 12 and 24 months before and after surgery were calculated. Results - The month after surgery, about 90% of patients in both cohorts were on sick leave. At the two-year follow-up, sick leave was lower for both cohorts than 1 year before surgery, except for men with THR, but about 9% of the THR patients and 12-17% of the TKR patients were still sick-listed. In the matched reference cohorts, sick leave was constant at around 4-7% during the entire study period. Interpretation - A long period of sick leave is common after total joint replacement, especially after TKR. There is a need for better knowledge on how workplace adjustments and rehabilitation can facilitate the return to work and can postpone surgery.
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Affiliation(s)
- Kjerstin Stigmar
- Department of Health Sciences, Faculty of Medicine, Lund University, Lund;,Epidemiology and Register Center South, Skåne University Hospital, Region Skåne, Lund;,Correspondence:
| | - Leif E Dahlberg
- Department of Clinical Sciences Lund, Orthopedics, Faculty of Medicine, Lund University, and Clinical Epidemiology Unit, Lund, Sweden
| | - Caddie Zhou
- Epidemiology and Register Center South, Skåne University Hospital, Region Skåne, Lund
| | - Helena Jacobson Lidgren
- Department of Clinical Sciences Lund, Orthopedics, Faculty of Medicine, Lund University, and Clinical Epidemiology Unit, Lund, Sweden
| | - Ingemar F Petersson
- Epidemiology and Register Center South, Skåne University Hospital, Region Skåne, Lund;,Department of Clinical Sciences Lund, Orthopedics, Faculty of Medicine, Lund University, and Clinical Epidemiology Unit, Lund, Sweden
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Hansen SM, Hetland ML, Pedersen J, Østergaard M, Rubak TS, Bjorner JB. Work ability in rheumatoid arthritis patients: a register study on the prospective risk of exclusion and probability of returning to work. Rheumatology (Oxford) 2017; 56:1135-1143. [DOI: 10.1093/rheumatology/kex064] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Indexed: 11/13/2022] Open
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Liu G, Guo T, Zhang Y, Liu N, Chen J, Chen J, Zhang J, Zhao J. Apoptotic pathways of macrophages within osteolytic interface membrane in periprosthestic osteolysis after total hip replacement. APMIS 2017; 125:565-578. [PMID: 28345781 DOI: 10.1111/apm.12679] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 01/10/2017] [Indexed: 12/27/2022]
Abstract
Macrophage apoptosis in interface membrane, which occurs through either death receptor, mitochondrion, or endoplasmic reticulum (ER) stress pathways, has been suggested to play an important role in promoting osteolysis. However, how and why macrophage apoptosis originates and the correlation among these apoptotic pathways is not yet clear. The objective of this study was to identify the apoptotic mechanism of macrophages, and to explore the relationship between the apoptotic pathways and progression of osteolysis. Transmission electron microscopy (TEM) was utilized to analyze the tissue ultrastructure of wear particles, and in situ apoptotic macrophage identification was performed by TUNEL staining. We analyzed the expression of the key biomarkers of apoptotic pathways via immunohistochemistry and Western blotting. Our results demonstrated that the majority of wear particles within osteolytic interface membrane was in the 30-60 nm range, and that macrophage apoptotic ratio increased along with osteolysis progression. Normal hip dysplasia and mechanical loosening of tissues showed low expression levels of biomarkers for ER stress (Ca2+ , JNK, cleaved Caspase-4, IRE1-α, Grp78/Bip, and CHOP), mitochondrion (Bcl-2, Bax, and Cytochrome c), and death receptor (Fas and cleaved Caspase-8) pathways, while osteolytic interface membrane tissues expressed high levels of these biomarkers. In addition, we found that the ER stress intensity was in complete conformity with mitochondrial dysfunction and was consistent with the results of death receptor activation. Thus, our findings suggested that wear particles generated at implant interface can accelerate macrophage apoptosis through changes in apoptotic pathways and ultimately aggravate the symptom of osteolysis. These data represent a preferential apoptotic signaling pathway of macrophages as specific target points for the prevention and therapeutic modulation of periprosthetic osteolysis.
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Affiliation(s)
- Guoyin Liu
- Department of Orthopaedics, Jinling Hospital affiliated to School of Medicine, Nanjing University and State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China.,Department of Orthopaedics, Bayi Hospital Affiliated Nanjing University of Chinese Medicine, Nanjing, China
| | - Ting Guo
- Department of Orthopaedics, Jinling Hospital affiliated to School of Medicine, Nanjing University and State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Yong Zhang
- Department of Orthopaedics, Bayi Hospital Affiliated Nanjing University of Chinese Medicine, Nanjing, China
| | - Naicheng Liu
- Department of Orthopaedics, Jinling Hospital affiliated to School of Medicine, Nanjing University and State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Jiangning Chen
- Department of Orthopaedics, Jinling Hospital affiliated to School of Medicine, Nanjing University and State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Jianmin Chen
- Department of Orthopaedics, Bayi Hospital Affiliated Nanjing University of Chinese Medicine, Nanjing, China
| | - Junfeng Zhang
- Department of Orthopaedics, Jinling Hospital affiliated to School of Medicine, Nanjing University and State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Jianning Zhao
- Department of Orthopaedics, Jinling Hospital affiliated to School of Medicine, Nanjing University and State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
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Hansen SM, Hetland ML, Pedersen J, Østergaard M, Rubak TS, Bjorner JB. Effect of Rheumatoid Arthritis on Longterm Sickness Absence in 1994-2011: A Danish Cohort Study. J Rheumatol 2016; 43:707-15. [PMID: 26879362 DOI: 10.3899/jrheum.150801] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2015] [Indexed: 01/13/2023]
Abstract
OBJECTIVE By linkage of national registries, we investigated the risk of longterm sickness absence (LTSA) ≥ 3 weeks in a large cohort of Danish patients with rheumatoid arthritis (RA) and non-patients. The study aimed to (1) estimate the risk of LTSA for patients with RA compared with the general population, (2) examine whether the risk of LTSA has changed in recent years, and (3) evaluate the effect of other risk factors for LTSA (e.g., physical work demands, age, sex, education, and psychiatric and somatic comorbidities). METHODS A total of 6677 patients with RA aged 18-59 years in the years 1994-2011 were identified in registries and compared with 56,955 controls from the general population matched by age, sex, and city size. The risk of LTSA was analyzed using Cox proportional hazards models with late entry, controlling for other risk factors and assuming separate risks in the first year after diagnosis and the following years. RESULTS Compared with the general population, patients with RA had increased risk of LTSA in the first year after diagnosis (HR 5.4 during 1994-1999, 95% CI 4.2-6.8) and in following years (HR 2.4, 95% CI 2.1-2.8). For established RA (> 1 yr after diagnosis), the excess was 20% lower in 2006-2011 (HR 1.9, 95% CI 1.7-2.2) compared with 1994-1999 (p < 0.001). For patients with RA and controls, older age, shorter education, a physically demanding job, and somatic and/or psychiatric comorbidities increased the risk of LTSA. CONCLUSION While improvements were observed from 1994-1999 to 2006-2011, patients with RA have significant increased risk of LTSA, in particular in the first year after diagnosis.
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Affiliation(s)
- Sofie Mandrup Hansen
- From the National Research Centre for the Working Environment; Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen; Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup; Department of Occupational Medicine, Slagelse Hospital, Slagelse, Denmark; Optum Patient Insights, Lincoln, Rhode Island, USA.S.M. Hansen, PhD Student, National Research Centre for the Working Environment, and the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; M.L. Hetland, MD, PhD, Professor, the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; J. Pedersen, PhD, Statistician, National Research Centre for the Working Environment; M. Østergaard, PhD, Professor, Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; T.S. Rubak, MD, PhD, Department of Occupational Medicine, Slagelse Hospital; J.B. Bjorner, PhD, Professor, National Research Centre for the Working Environment, and Optum Patient Insights, and Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen.
| | - Merete Lund Hetland
- From the National Research Centre for the Working Environment; Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen; Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup; Department of Occupational Medicine, Slagelse Hospital, Slagelse, Denmark; Optum Patient Insights, Lincoln, Rhode Island, USA.S.M. Hansen, PhD Student, National Research Centre for the Working Environment, and the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; M.L. Hetland, MD, PhD, Professor, the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; J. Pedersen, PhD, Statistician, National Research Centre for the Working Environment; M. Østergaard, PhD, Professor, Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; T.S. Rubak, MD, PhD, Department of Occupational Medicine, Slagelse Hospital; J.B. Bjorner, PhD, Professor, National Research Centre for the Working Environment, and Optum Patient Insights, and Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen
| | - Jacob Pedersen
- From the National Research Centre for the Working Environment; Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen; Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup; Department of Occupational Medicine, Slagelse Hospital, Slagelse, Denmark; Optum Patient Insights, Lincoln, Rhode Island, USA.S.M. Hansen, PhD Student, National Research Centre for the Working Environment, and the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; M.L. Hetland, MD, PhD, Professor, the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; J. Pedersen, PhD, Statistician, National Research Centre for the Working Environment; M. Østergaard, PhD, Professor, Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; T.S. Rubak, MD, PhD, Department of Occupational Medicine, Slagelse Hospital; J.B. Bjorner, PhD, Professor, National Research Centre for the Working Environment, and Optum Patient Insights, and Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen
| | - Mikkel Østergaard
- From the National Research Centre for the Working Environment; Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen; Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup; Department of Occupational Medicine, Slagelse Hospital, Slagelse, Denmark; Optum Patient Insights, Lincoln, Rhode Island, USA.S.M. Hansen, PhD Student, National Research Centre for the Working Environment, and the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; M.L. Hetland, MD, PhD, Professor, the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; J. Pedersen, PhD, Statistician, National Research Centre for the Working Environment; M. Østergaard, PhD, Professor, Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; T.S. Rubak, MD, PhD, Department of Occupational Medicine, Slagelse Hospital; J.B. Bjorner, PhD, Professor, National Research Centre for the Working Environment, and Optum Patient Insights, and Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen
| | - Tine Steen Rubak
- From the National Research Centre for the Working Environment; Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen; Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup; Department of Occupational Medicine, Slagelse Hospital, Slagelse, Denmark; Optum Patient Insights, Lincoln, Rhode Island, USA.S.M. Hansen, PhD Student, National Research Centre for the Working Environment, and the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; M.L. Hetland, MD, PhD, Professor, the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; J. Pedersen, PhD, Statistician, National Research Centre for the Working Environment; M. Østergaard, PhD, Professor, Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; T.S. Rubak, MD, PhD, Department of Occupational Medicine, Slagelse Hospital; J.B. Bjorner, PhD, Professor, National Research Centre for the Working Environment, and Optum Patient Insights, and Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen
| | - Jakob Bue Bjorner
- From the National Research Centre for the Working Environment; Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen; Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup; Department of Occupational Medicine, Slagelse Hospital, Slagelse, Denmark; Optum Patient Insights, Lincoln, Rhode Island, USA.S.M. Hansen, PhD Student, National Research Centre for the Working Environment, and the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; M.L. Hetland, MD, PhD, Professor, the DANBIO Database, Center for Rheumatology and Spine Diseases, Rigshospitalet, and Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; J. Pedersen, PhD, Statistician, National Research Centre for the Working Environment; M. Østergaard, PhD, Professor, Faculty of Health and Medical Sciences, Institute for Clinical Medicine, University of Copenhagen, and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Rigshospitalet; T.S. Rubak, MD, PhD, Department of Occupational Medicine, Slagelse Hospital; J.B. Bjorner, PhD, Professor, National Research Centre for the Working Environment, and Optum Patient Insights, and Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen
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Sharma L. Osteoarthritis year in review 2015: clinical. Osteoarthritis Cartilage 2016; 24:36-48. [PMID: 26707991 PMCID: PMC4693145 DOI: 10.1016/j.joca.2015.07.026] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Revised: 07/21/2015] [Accepted: 07/30/2015] [Indexed: 02/02/2023]
Abstract
The purpose of this review is to highlight clinical research in osteoarthritis (OA). A literature search was conducted using PubMed (http://www.ncbi.nlm.nih.gov/pubmed/) with the search terms "osteoarthritis [All Fields] AND treatment [All Fields]" and the following limits activated: humans, English language, all adult 19+ years, published between April 1, 2014 and April 1, 2015. A second literature search was then conducted with the search terms "osteoarthritis [All Fields] AND epidemiology [All Fields]", with the same limits. Reports of surgical outcome, case series, surgical technique, tissue sample or culture studies, trial protocols, and pilot studies were excluded. Of 1523, 150 were considered relevant. Among epidemiologic and observational clinical studies, themes included physical activity, early knee OA, and confidence/instability/falls. Symptom outcomes of pharmacologic treatments were reported for methotrexate, adalimumab, anti-nerve growth factor monoclonal antibodies, strontium ranelate, bisphosphonates, glucosamine, and chondroitin sulfate, and structural outcomes of pharmacologic treatments for strontium ranelate, recombinant human fibroblast growth factor 18, and glucosamine and chondroitin sulfate. Symptom outcomes of non-pharmacologic interventions were reported for: neuromuscular exercise, quadriceps strengthening, weight reduction and maintenance, TENS, therapeutic ultrasound, stepped care strategies, cognitive behavior therapy for sleep disturbance, acupuncture, gait modification, booster physical therapy, a web-based therapeutic exercise resource center for knee OA; hip physical therapy for hip OA; and joint protection and hand exercises for hand OA. Structure outcomes of non-pharmacologic interventions were reported for patellofemoral bracing.
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Endoplasmic reticulum stress-mediated inflammatory signaling pathways within the osteolytic periosteum and interface membrane in particle-induced osteolysis. Cell Tissue Res 2015; 363:427-47. [PMID: 26004143 PMCID: PMC4735257 DOI: 10.1007/s00441-015-2205-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 04/23/2015] [Indexed: 12/29/2022]
Abstract
Aseptic loosening secondary to periprosthetic inflammatory osteolysis results from the biological response to wear particles and is a leading cause of arthroplasty failure. The origin of this inflammatory response remains unclear. We aim to validate the definite link between endoplasmic reticulum (ER) stress and particle-induced inflammatory signaling pathways in periprosthetic osteolysis. We examine the histopathologic changes of osteolysis and the expression of specific biomarkers for ER-stress-mediated inflammatory signaling pathways (IRE1α, GRP78/Bip, c-Fos, NF-κB, ROS and Ca(2+)). Moreover, pro-inflammatory cytokines (TNF-α, IL-1β and IL-6) and osteoclastogenic molecules (VEGF, OPG, RANKL and M-CSF) were assessed in clinical interface membranes and murine periosteum tissues. We found wear particles to be capable of inducing ER stress in macrophages within clinical osteolytic interface membranes and murine osteolytic periosteum tissues and to be associated with the inflammatory response and osteoclastogenesis. Blocking ER stress with sodium 4-phenylbutyrate (4-PBA) results in a dramatic amelioration of particle-induced osteolysis and a significant reduction of ER-stress intensity. Simultaneously, this ER-stress blocker also lessens inflammatory cell infiltration, diminishes the capability of osteoclastogenesis and reduces the inflammatory response by lowering IRE1α, GRP78/Bip, c-Fos, NF-κB, ROS and Ca(2+) levels. Thus, ER stress plays an important role in particle-induced inflammatory osteolysis and osteoclastogenic reactions. The pharmacological targeting of ER-stress-mediated inflammatory signaling pathways might be an appealing approach for alleviating or preventing particle-induced osteolysis in at-risk patients.
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Dale AM, Zeringue A, Harris-Adamson C, Rempel D, Bao S, Thiese MS, Merlino L, Burt S, Kapellusch J, Garg A, Gerr F, Hegmann KT, Eisen EA, Evanoff B. General population job exposure matrix applied to a pooled study of prevalent carpal tunnel syndrome. Am J Epidemiol 2015; 181:431-9. [PMID: 25700886 DOI: 10.1093/aje/kwu286] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
A job exposure matrix may be useful for the study of biomechanical workplace risk factors when individual-level exposure data are unavailable. We used job title-based exposure data from a public data source to construct a job exposure matrix and test exposure-response relationships with prevalent carpal tunnel syndrome (CTS). Exposures of repetitive motion and force from the Occupational Information Network were assigned to 3,452 active workers from several industries, enrolled between 2001 and 2008 from 6 studies. Repetitive motion and force exposures were combined into high/high, high/low, and low/low exposure groupings in each of 4 multivariable logistic regression models, adjusted for personal factors. Although force measures alone were not independent predictors of CTS in these data, strong associations between combined physical exposures of force and repetition and CTS were observed in all models. Consistent with previous literature, this report shows that workers with high force/high repetition jobs had the highest prevalence of CTS (odds ratio = 2.14-2.95) followed by intermediate values (odds ratio = 1.09-2.27) in mixed exposed jobs relative to the lowest exposed workers. This study supports the use of a general population job exposure matrix to estimate workplace physical exposures in epidemiologic studies of musculoskeletal disorders when measures of individual exposures are unavailable.
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Tabatabaeifar S, Frost P, Andersen JH, Jensen LD, Thomsen JF, Svendsen SW. Varicose veins in the lower extremities in relation to occupational mechanical exposures: a longitudinal study. Occup Environ Med 2015; 72:330-7. [DOI: 10.1136/oemed-2014-102495] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Accepted: 12/26/2014] [Indexed: 01/08/2023]
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Rubak TS, Svendsen SW, Andersen JH, Haahr JPL, Kryger A, Jensen LD, Frost P. An expert-based job exposure matrix for large scale epidemiologic studies of primary hip and knee osteoarthritis: the Lower Body JEM. BMC Musculoskelet Disord 2014; 15:204. [PMID: 24927760 PMCID: PMC4067499 DOI: 10.1186/1471-2474-15-204] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 06/10/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND When conducting large scale epidemiologic studies, it is a challenge to obtain quantitative exposure estimates, which do not rely on self-report where estimates may be influenced by symptoms and knowledge of disease status. In this study we developed a job exposure matrix (JEM) for use in population studies of the work-relatedness of hip and knee osteoarthritis. METHODS Based on all 2227 occupational titles in the Danish version of the International Standard Classification of Occupations (D-ISCO 88), we constructed 121 job groups comprising occupational titles with expected homogeneous exposure patterns in addition to a minimally exposed job group, which was not included in the JEM. The job groups were allocated the mean value of five experts' ratings of daily duration (hours/day) of standing/walking, kneeling/squatting, and whole-body vibration as well as total load lifted (kg/day), and frequency of lifting loads weighing ≥20 kg (times/day). Weighted kappa statistics were used to evaluate inter-rater agreement on rankings of the job groups for four of these exposures (whole-body vibration could not be evaluated due to few exposed job groups). Two external experts checked the face validity of the rankings of the mean values. RESULTS A JEM was constructed and English ISCO codes were provided where possible. The experts' ratings showed fair to moderate agreement with respect to rankings of the job groups (mean weighted kappa values between 0.36 and 0.49). The external experts agreed on 586 of the 605 rankings. CONCLUSION The Lower Body JEM based on experts' ratings was established. Experts agreed on rankings of the job groups, and rankings based on mean values were in accordance with the opinion of external experts.
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Affiliation(s)
- Tine Steen Rubak
- Department of Occupational Medicine, Slagelse Hospital, Ingemannsvej 18, 4200 Slagelse, Denmark.
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