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Badley EM, Zahid S, Wilfong JM, Perruccio AV. Labor Force Participation in Adults With Osteoarthritis or Joint Symptoms Typical of Osteoarthritis: Findings From a Canadian Longitudinal Study on Aging. Arthritis Care Res (Hoboken) 2024; 76:1471-1478. [PMID: 38965694 DOI: 10.1002/acr.25398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 06/14/2024] [Accepted: 07/25/2024] [Indexed: 07/06/2024]
Abstract
OBJECTIVE The purpose of the study is to examine the relationship between osteoarthritis (OA) and joint symptoms typical of OA and labor force participation. METHODS Data are from the baseline questionnaire of the Canadian Longitudinal Study on Aging for respondents aged 45 to 74 years at baseline (n = 24,427). Individuals were categorized into one of five mutually exclusive arthritis status groups: diagnosed OA, diagnosed other type of arthritis, two to three symptomatic joint sites and no diagnosed arthritis, one symptomatic joint site and no diagnosed arthritis, and no arthritis and no joint symptoms. Age-stratified robust log-Poisson regression analysis was used to examine the association between arthritis status and labor force participation. RESULTS Overall, 39% of the analytic sample reported being out of the labor force. Those with OA aged 45 to 54 and 55 to 64 years were significantly more likely to be out of the labor force than those with no arthritis or no joint symptoms, with prevalence ratios (PRs) of 1.34 (95% confidence interval [CI] 1.10-1.65) and 1.13 (95% CI 1.06-1.21), respectively, with similar results for those with two to three joint symptoms and no OA in the 45 to 54 years age group (PR 1.37 [95% CI 1.07-1.76]). There was no difference for those aged 65 to 74 years. Being an informal caregiver increased the likelihood of nonparticipation in the labor force for those aged 55 to 64 years (PR 1.09 [95% CI 1.04-1.15]). CONCLUSION Our results suggest that an exclusive reliance on an OA diagnosis to understand impact on labor force participation may miss a large segment of the middle-aged population, which may have undiagnosed OA or be at greater risk of OA because of joint problems.
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Affiliation(s)
- Elizabeth M Badley
- Schroeder Arthritis Institute, Krembil Research Institute, Arthritis Community Research and Epidemiology Unit, and University of Toronto, Toronto, Ontario, Canada
| | - Shatabdy Zahid
- Arthritis Community Research and Epidemiology Unit, Toronto, Ontario, Canada
| | - Jessica M Wilfong
- Schroeder Arthritis Institute, Krembil Research Institute, and Arthritis Community Research and Epidemiology Unit, Toronto, Ontario, Canada
| | - Anthony V Perruccio
- Schroeder Arthritis Institute, Krembil Research Institute, Arthritis Community Research and Epidemiology Unit, and University of Toronto, Toronto, Ontario, Canada
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Burbage SC, Krupsky KL, Cambron-Mellott MJ, Way N, Patel AA, Liu JJ. Patient-Reported Racial and Ethnic Disparities in Patients With Ulcerative Colitis: Results From the National Health and Wellness Survey. CROHN'S & COLITIS 360 2024; 6:otae048. [PMID: 39372097 PMCID: PMC11447937 DOI: 10.1093/crocol/otae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Indexed: 10/08/2024] Open
Abstract
Background Ulcerative colitis (UC) is an inflammatory condition characterized by chronic, disabling gastrointestinal symptoms that can have detrimental effects on psychological, social, and professional quality of life. Few studies have examined patient-reported outcomes (PROs) and economic outcomes among individuals with varying UC severity and across different racial/ethnic groups. Methods This cross-sectional study assessed sociodemographic data, PROs, and economic outcomes for participants from the National Health and Wellness Survey (2018, 2019, and 2020) with UC. Multivariable analyses were used to assess the association of self-reported UC severity and race/ethnicity with health-related quality of life (HRQoL), work productivity and activity impairment (WPAI), healthcare resource utilization (HCRU), and medical costs. Results This study included 1500 participants with UC (1150 non-Hispanic White, 99 non-Hispanic Black, and 251 Hispanic). Moderate/severe disease was associated with significantly worse HRQoL and WPAI, greater HCRU, and higher direct medical costs than mild UC. Compared with non-Hispanic White participants, non-Hispanic Black participants reported better HRQoL, whereas Hispanic participants reported more HCRU and higher medical costs. Race/ethnicity significantly interacted with UC severity level in predicting labor force participation. Conclusions Participants with moderate/severe disease had worse outcomes than those with mild UC. Additionally, racial/ethnic differences were found in HRQoL, employment, WPAI, HCRU, and direct medical costs. Notably, Hispanic participants showed distinct patterns, particularly in how disease severity influenced employment outcomes. Further research is needed to better understand the differential burden among patients across racial/ethnic groups.
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Affiliation(s)
- Sabree C Burbage
- Population Health Research, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Kathryn L Krupsky
- Real-World Evidence, Cerner Enviza, an Oracle Company, Kansas City, MO, USA
| | | | - Nate Way
- Real-World Evidence, Cerner Enviza, an Oracle Company, Kansas City, MO, USA
| | - Aarti A Patel
- Population Health Research, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Julia J Liu
- Division of Gastroenterology, Morehouse School of Medicine, Atlanta, GA, USA
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Lin I, Krupsky K, Way N, Patel AA, Tieng A. Patient-Reported and Economic Racial and Ethnic Disparities in Patients with Psoriatic Arthritis: Results from the National Health and Wellness Survey. Rheumatol Ther 2024:10.1007/s40744-024-00717-7. [PMID: 39343841 DOI: 10.1007/s40744-024-00717-7] [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: 05/31/2024] [Accepted: 09/09/2024] [Indexed: 10/01/2024] Open
Abstract
INTRODUCTION Psoriatic arthritis (PsA) is a chronic, autoimmune form of arthritis that is associated with a substantial humanistic and economic burden. Potential differences in patient-reported outcomes (PROs) and economic outcomes among groups of varying PsA severity and different races/ethnicities have not been well studied. METHODS This cross-sectional study assessed sociodemographic data, PROs, and economic outcomes for participants with PsA from the National Health and Wellness Survey (2018-2020). Multivariable analyses were used to assess the association of self-reported PsA severity and race/ethnicity with health-related quality of life (HRQoL), work productivity and activity impairment (WPAI), healthcare resource utilization (HCRU), and medical costs. RESULTS This study included 1544 participants with PsA (1073 non-Hispanic white, 114 non-Hispanic Black, 223 Hispanic, and 134 Other). Self-reported moderate/severe PsA was associated with significantly worse HRQoL and WPAI, greater HCRU, and higher costs than self-reported mild PsA. Black participants reported more absenteeism (31.11% vs. 16.69%; P = 0.007) and activity impairment (54.27% vs. 47.96%; P = 0.047) than white participants, and fewer healthcare provider (5.93 vs. 7.42; P = 0.039) and rheumatologist visits (0.29 vs. 0.53; P = 0.028) over the past 6 months. No differences in outcomes were observed between Hispanic and white participants. Race/ethnicity moderated the association of perceived PsA severity and PROs and HCRU, such that white participants with self-reported moderate/severe PsA had a higher likelihood of depression (P < 0.001), lower HRQoL (P < 0.001), and more emergency room visits (P = 0.001) than those with self-reported mild PsA. Race/ethnicity did not moderate the relationship of PROs, HCRU, and economic outcomes among Black or Hispanic participants. CONCLUSION Participants with self-reported moderate/severe PsA reported a greater burden than those with self-reported mild PsA. Black participants had a greater humanistic burden than white participants but reported lower HCRU. Moderation results were driven by white participants, suggesting important differences in PROs, HCRU, and perception of PsA severity across race/ethnicity groups. Small sample sizes in Hispanic and non-Hispanic racial/ethnic groups limited ability to discern differences related to disease severity in these groups. Further research is needed to better understand the differential burden of PsA among individuals with varying perceptions of PsA severity across different racial/ethnic groups.
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Affiliation(s)
- Iris Lin
- Janssen Scientific Affairs, LLC, 800 Ridgeview Dr, Horsham, PA, 19044, USA
| | | | - Nate Way
- Oracle Life Sciences, Austin, TX, USA
| | - Aarti A Patel
- Janssen Scientific Affairs, LLC, 800 Ridgeview Dr, Horsham, PA, 19044, USA.
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Homma D, Imai N, Miyasaka D, Yamato M, Sugahara T, Horigome Y, Suzuki H, Dohmae Y, Endo N, Minato I, Kawashima H. Motor function is related to the lower phase angle than to muscle mass of the lower limbs in older females with hip osteoarthritis: a cross-sectional observational study. BMC Musculoskelet Disord 2024; 25:720. [PMID: 39242506 PMCID: PMC11380433 DOI: 10.1186/s12891-024-07833-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 08/29/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND Muscle mass and phase angle (PhA) can be measured using multi-frequency bioelectrical impedance analysis (BIA). Osteoarthritis of the hip (OAhip) causes decreased muscle mass and PhA in the deformed lower limb. However, previous studies have not accounted for the influence of sex, and thus, the relationship between muscle mass, PhA, and motor function remains unclear. This study aimed to elucidate the relationship between PhA, an index of muscle mass and quality measured using BIA, and motor function during gait and standing in female patients with OAhip. METHODS Muscle mass and PhA of patients with OAhip were measured using BIA. Motor function was evaluated using the Timed Up and Go test, ground reaction/weight, rate of force development/weight, and load ratio between the osteoarthritic (OA) and contralateral sides when standing up. The difference between the OA side and the contralateral lower limb was tested to clarify the characteristics of the deformed lower limb. The relationship between each motor function was determined using a partial correlation coefficient with age as a control variable and multiple regression analysis with each motor function as the dependent variable and age, OA-side muscle mass/body weight ratio, and PhA as independent variables. RESULTS This study involved 60 patients with OAhip (age 65.6 ± 7.6 years, height 154.2 ± 6.0 cm, weight 56.8 ± 10.5 kg) scheduled for unilateral total hip arthroplasty. Muscle mass, PhA, and lower limb load ratio were significantly decreased in the lower limbs on the OA side. Furthermore, using a partial correlation coefficient with age as a control variable, PhA showed significant correlations with motor functions related to standing up and walking, and multiple regression analysis revealed that PhA was independently related to each motor function. CONCLUSIONS Evaluation and interventions that consider muscle quality rather than muscle mass are important.
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Affiliation(s)
- Daisuke Homma
- Division of Orthopaedic Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, 951-8510, Japan.
- Department of Rehabilitation, Niigata Bandai Hospital, 2-2-8 Yachiyo, Chuou-ku, Niigata, 950-0909, Japan.
| | - Norio Imai
- Division of Comprehensive Musculoskeletal Medicine, Niigata University Graduate School of Medical and Dental Sciences, Niigata, 951-8510, Japan
| | - Dai Miyasaka
- Division of Orthopaedic Surgery, Niigata Bandai Hospital, Niigata, 950-0909, Japan
| | - Moeko Yamato
- Department of Rehabilitation, Niigata Bandai Hospital, 2-2-8 Yachiyo, Chuou-ku, Niigata, 950-0909, Japan
| | - Tsubasa Sugahara
- Department of Rehabilitation, Niigata Bandai Hospital, 2-2-8 Yachiyo, Chuou-ku, Niigata, 950-0909, Japan
| | - Yoji Horigome
- Division of Comprehensive Musculoskeletal Medicine, Niigata University Graduate School of Medical and Dental Sciences, Niigata, 951-8510, Japan
| | - Hayato Suzuki
- Division of Orthopaedic Surgery, Tachikawa General Hospital, Niigata, 940-8621, Japan
| | - Yoichiro Dohmae
- Division of Orthopaedic Surgery, Niigata Bandai Hospital, Niigata, 950-0909, Japan
| | - Naoto Endo
- Department of Orthopedic Surgery, Saiseikai Niigata Kenoh Hospital, Sanjo, 955-0091, Niigata, Japan
| | - Izumi Minato
- Division of Orthopaedic Surgery, Niigata Rinko Hospital, Niigata, 950-0051, Japan
| | - Hiroyuki Kawashima
- Division of Orthopaedic Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, 951-8510, Japan
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O'Sullivan O, Stocks J, Schofield S, Bilzon J, Boos CJ, Bull AMJ, Fear NT, Watt FE, Bennett AN, Kluzek S, Valdes AM. Association of serum biomarkers with radiographic knee osteoarthritis, knee pain and function in a young, male, trauma-exposed population - Findings from the ADVANCE study. Osteoarthritis Cartilage 2024:S1063-4584(24)01321-9. [PMID: 39103080 DOI: 10.1016/j.joca.2024.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 07/04/2024] [Accepted: 07/30/2024] [Indexed: 08/07/2024]
Abstract
OBJECTIVE The ArmeD SerVices TrAuma RehabilitatioN OutComE (ADVANCE) study is investigating long-term combat-injury outcomes; this sub-study aims to understand the association of osteoarthritis (OA) biomarkers with knee radiographic OA (rOA), pain and function in this high-risk population for post-traumatic OA. DESIGN ADVANCE compares combat-injured participants with age, rank, deployment and job-role frequency-matched uninjured participants. Post-injury immunoassay-measured serum biomarkers, knee radiographs, Knee Injury and Osteoarthritis Outcome Scale, and six-minute walk tests are reported. The primary analysis, adjusted for age, body mass, socioeconomic status, and ethnicity, was to determine any differences in biomarkers between those with/without combat injury, rOA and pain. Secondary analyses were performed to compare post-traumatic/idiopathic OA, painful/painfree rOA and injury patterns. RESULTS A total of 1145 male participants were recruited, aged 34.1 ± 5.4, 8.9 ± 2.2 years post-injury (n = 579 trauma-exposed, of which, traumatic-amputation n = 161) or deployment (n = 566 matched). Cartilage oligomeric matrix protein (COMP) was significantly higher in the combat-injured group compared to uninjured (p = 0.01). Notably, COMP was significantly lower in the traumatic-amputation group compared to non-amputees (p < 0.001), decreasing relative to number of amputations (p < 0.001). Leptin was higher (p = 0.005) and adiponectin lower (p = 0.017) in those with v without knee pain, associated with an increased risk of 22% and 17% for pain, and 46% and 34% for painful rOA, respectively. There were no significant differences between trauma-exposed and unexposed participants with rOA. CONCLUSIONS The most notable findings of this large, unique study are the similarities between those with rOA regardless of trauma-exposure, the injury-pattern and traumatic-amputation-associated differences in COMP, and the relationship between adipokines and pain.
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Affiliation(s)
- Oliver O'Sullivan
- Academic Department of Military Rehabilitation (ADMR), Defence Medical Rehabilitation Centre (DMRC), Stanford Hall, Loughborough, UK; Academic Unit of Injury, Recovery and Inflammation Sciences, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK. oliver.o'
| | - Joanne Stocks
- Academic Unit of Injury, Recovery and Inflammation Sciences, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK.
| | - Susie Schofield
- National Heart and Lung Institute, Imperial College London, London, UK.
| | - James Bilzon
- Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Bath, Bath, UK; Department for Health, University of Bath, Bath, UK.
| | - Christopher J Boos
- Academic Department of Military Rehabilitation (ADMR), Defence Medical Rehabilitation Centre (DMRC), Stanford Hall, Loughborough, UK; Faculty of Health & Social Sciences, Bournemouth University, Bournemouth, UK.
| | - Anthony M J Bull
- Centre for Blast Injury Studies, Department of Bioengineering, Imperial College London, London, UK.
| | - Nicola T Fear
- Academic Department of Military Mental Health, King's College London, London, UK.
| | - Fiona E Watt
- Department of Immunology and Inflammation, Imperial College London, London, UK; Centre for Osteoarthritis Pathogenesis Versus Arthritis, Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.
| | - Alexander N Bennett
- Academic Department of Military Rehabilitation (ADMR), Defence Medical Rehabilitation Centre (DMRC), Stanford Hall, Loughborough, UK; National Heart and Lung Institute, Imperial College London, London, UK.
| | - Stefan Kluzek
- Academic Unit of Injury, Recovery and Inflammation Sciences, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK; Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK.
| | - Ana M Valdes
- Nottingham NIHR Biomedical Research Centre, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK; Department of Twin Research & Genetic Epidemiology, King's College London, London, UK.
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Salis Z. Bisphosphonates show no association with preventing, slowing, or delaying radiographic changes and pain in hip osteoarthritis: A 4-year study in female adults using data from the Osteoarthritis Initiative Study. Int J Rheum Dis 2024; 27:e15279. [PMID: 39078051 DOI: 10.1111/1756-185x.15279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 06/09/2024] [Accepted: 07/17/2024] [Indexed: 07/31/2024]
Abstract
OBJECTIVE This study aimed to investigate the association of bisphosphonates with outcomes related to radiographic changes and pain in hip osteoarthritis (OA) over 4 years. METHODS This study examined data from the Osteoarthritis Initiative (OAI), which included 4088 hips from 2057 participants. Bisphosphonate users were identified as those who reported usage at least three times, including at baseline and during the subsequent 1, 2, 3, and 4-year follow-up visits. Non-users were participants who did not use bisphosphonates in the 5 years preceding the baseline and at subsequent follow-up visits. Generalized estimating equations were performed to assess the association between bisphosphonate use and outcomes related to radiographic changes and pain in hip OA over a 4-year follow-up. RESULTS The analysis revealed no statistically significant difference between bisphosphonate users and non-users concerning outcomes related to radiographic changes and pain in hip OA over 4 years. Specifically, the odds ratios for the incidence and transition of radiographic hip OA were 0.55 (95% Confidence Interval [CI]: 0.26 to 1.17) and 0.78 (95% CI: 0.47 to 1.28), respectively. Furthermore, the odds ratios for the development and resolution of frequent hip pain were 1.04 (95% CI: 0.76 to 1.42) and 0.99 (95% CI: 0.72 to 1.36), respectively. CONCLUSION The findings from this longitudinal study do not suggest an association between bisphosphonate use and the prevention, slowing, or delay of development and transition of radiographic changes or pain in hip OA over a 4-year follow-up.
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Affiliation(s)
- Zubeyir Salis
- Division of Rheumatology, Geneva University Hospital and Faculty of Medicine, University of Geneva, Geneva, Switzerland
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Burbage SC, Krupsky KL, Cambron-Mellott MJ, Way N, Patel AA, Liu JJ. Racial and Ethnic Disparities in Health-Related Outcomes in Crohn's Disease: Results From the National Health and Wellness Survey. CROHN'S & COLITIS 360 2024; 6:otae021. [PMID: 38660453 PMCID: PMC11041050 DOI: 10.1093/crocol/otae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Indexed: 04/26/2024] Open
Abstract
Background Crohn's disease (CD) is a chronic inflammatory condition affecting the entire gastrointestinal tract that is associated with significant humanistic, clinical, and economic burdens. Few studies have assessed the association between CD severity and patient-reported outcomes (PROs), healthcare resource utilization (HCRU), and medical costs; even fewer have examined differences in disease outcomes among patients of various racial/ethnic groups. Methods In this cross-sectional study, sociodemographic data, PROs, and economic outcomes for participants with self-reported CD were collected from the National Health and Wellness Survey (2018-2020). Multivariable analyses were used to assess the association of CD severity and race/ethnicity with health-related quality of life (HRQoL), work productivity and activity impairment (WPAI), HCRU, and medical costs. Results Analyses included 1077 participants with CD (818 non-Hispanic White, 109 non-Hispanic Black, and 150 Hispanic). Participants with self-reported moderate/severe CD reported significantly worse HRQoL and WPAI, greater HCRU, and higher medical costs than those with self-reported mild CD. Non-Hispanic Black participants reported better HRQoL and fewer healthcare provider visits than non-Hispanic White participants. There were no significant differences in PROs between non-Hispanic White and Hispanic groups. Interactions between race/ethnicity and CD severity emerged for some, but not all groups: Specifically, non-Hispanic Black participants with moderate/severe CD reported greater absenteeism and more gastroenterologist visits than non-Hispanic Black participants with mild CD. Conclusions Participants with moderate/severe CD reported worse PROs, greater HCRU, and higher medical costs than those with mild CD. Additionally, racial/ethnic differences were found across several HCRU and economic outcomes. Further research is needed to better understand factors contributing to burden among patients with varying CD severity across racial/ethnic groups.
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Affiliation(s)
- Sabree C Burbage
- Population Health Research, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Kathryn L Krupsky
- Real-World Evidence, Cerner Enviza, an Oracle Company, Kansas City, MO, USA
| | | | - Nate Way
- Real-World Evidence, Cerner Enviza, an Oracle Company, Kansas City, MO, USA
| | - Aarti A Patel
- Population Health Research, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Julia J Liu
- Division of Gastroenterology, Morehouse School of Medicine, Atlanta, GA, USA
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Hinman A, Chang R, Royse KE, Navarro R, Paxton E, Okike K. Utilization of Total Joint Arthroplasty by Rural-Urban Designation in Patients With Osteoarthritis in a Universal Coverage System. J Arthroplasty 2023; 38:2541-2548. [PMID: 37595769 DOI: 10.1016/j.arth.2023.08.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 08/08/2023] [Accepted: 08/09/2023] [Indexed: 08/20/2023] Open
Abstract
BACKGROUND Utilization of total joint arthroplasty (TJA) is affected by differences linked to sex, race, and socioeconomic status; there is little information about how geographic variation contributes to these differences. We sought to determine whether discrepancies in TJA utilization exist in patients diagnosed with osteoarthritis (OA) based upon urban-rural designation in a universal coverage system. METHODS We conducted a cohort study using data from a US-integrated healthcare system (2015 to 2019). Patients aged ≥50 years who had a diagnosis of hip or knee OA were included. Total hip arthroplasty and total knee arthroplasty utilization (in respective OA cohorts) was evaluated by urban-rural designation (urban, mid, and rural). Incidence rate ratios (IRRs) for urban-rural regions were modeled using multivariable Poisson regressions. RESULTS The study cohort included 93,642 patients who have hip OA and 275,967 patients who had knee OA. In adjusted analysis, utilization of primary total hip arthroplasty was lower in patients living in urban areas (IRR = 0.87, 95% confidence interval = 0.81 to 0.94) compared to patients in rural regions. Similarly, total knee arthroplasty was used at a lower rate in urban areas (IRR = 0.88, 95% confidence interval = 0.82 to 0.95) compared with rural regions. We found no differences in the hip and knee groups within the mid-region. CONCLUSIONS In hip and knee OA patients enrolled in a universal coverage system, we found patients living in urban areas had lower TJA utilization compared to patients living in rural areas. Further research is needed to determine how patient location contributes to differences in elective TJA utilization. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Adrian Hinman
- Department of Orthopaedics, The Permanente Medical Group, San Leandro, California
| | - Richard Chang
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Kathryn E Royse
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Ronald Navarro
- Department of Orthopaedics, Southern California Permanente Medical Group, South Bay, California
| | - Elizabeth Paxton
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Kanu Okike
- Department of Orthopaedics, Hawaii Permanente Medical Group, Honolulu, Hawaii
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Dissing AS, Lee XY, Østerberg O, Hammer-Helmich L. Burden of Medication Overuse in Migraine: A Cross-sectional, Population-Based Study in Five European Countries Using the 2020 National Health and Wellness Survey (NHWS). Neurol Ther 2023; 12:2053-2065. [PMID: 37728666 PMCID: PMC10630264 DOI: 10.1007/s40120-023-00545-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 09/06/2023] [Indexed: 09/21/2023] Open
Abstract
INTRODUCTION Overuse of medication to treat migraine attacks can lead to development of a new type of headache or significant worsening of pre-existing headache, known as medication overuse headache. However, data concerning the burden of medication overuse (MO) in migraine are limited. This study aimed to assess the humanistic burden of MO in individuals with migraine from five European countries. METHODS Data are from the 2020 National Health and Wellness Survey-a cross-sectional, population-based survey conducted in France, Germany, Italy, Spain, and the UK. Data were included from adults (≥ 18 years) with a self-reported diagnosis of migraine and at least one migraine attack and one headache in the past 30 days. MO was defined as (i) use of simple analgesics/over-the-counter medications on ≥ 15 days/month; or (ii) use of migraine medication, including combination analgesics, on ≥ 10 days/month. Humanistic burden of MO was assessed using the 12-Item Short-Form Health Survey (SF-12v2), EuroQol 5-Dimensions 5-Levels (EQ-5D), Short-Form 6-Dimensions (SF-6D), and Migraine Disability Assessment (MIDAS). The association of MO with humanistic burden was evaluated using generalized linear models adjusted for potential confounders in the full migraine population and in subgroups defined by headache frequency (monthly headache days [MHDs] 1-3, 4-7, 8-14, or ≥ 15). RESULTS Among individuals with migraine, humanistic burden (SF-12v2, SF-6D, EQ-5D, and MIDAS) was higher in individuals who reported MO (n = 431) versus no MO (n = 3554), even after adjustment for confounding variables (p < 0.001 for all measures). MIDAS and EQ-5D scores were higher in individuals with MO than without, at all levels of headache frequency. For SF-12v2 and SF-6D, differences between groups with/without MO were seen only at lower levels of headache frequency (MHD 1-3 and 4-7). CONCLUSION Among people with migraine, those who report MO face a greater humanistic burden than those without MO, irrespective of headache frequency.
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Affiliation(s)
| | - Xin Ying Lee
- H. Lundbeck A/S, Ottiliavej 9, 2500, Valby, Denmark
| | - Ole Østerberg
- H. Lundbeck A/S, Ottiliavej 9, 2500, Valby, Denmark
- Biogen (Denmark) A/S, Glostrup, Denmark
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Alyousef YS, Johnston V, Smith MD. Work-related outcomes in individuals with and without lower limb osteoarthritis: an online survey. BMC Public Health 2023; 23:1885. [PMID: 37773119 PMCID: PMC10540324 DOI: 10.1186/s12889-023-16723-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 09/08/2023] [Indexed: 09/30/2023] Open
Abstract
OBJECTIVE While osteoarthritis (OA) affects people who are still participating in the workforce, there is limited data about the impact of OA on work. The aim of this study was to compare work participation in individuals with and without lower limb OA. METHODS This cross-sectional study included workers with (n = 124) and without (n = 106) lower limb OA. Work participation was assessed as work status (full/part time work), work ability (Work Ability Index (WAI)), absenteeism and presenteeism (World Health Organization's Health and Work Performance Questionnaire (WHO-HPQ)), and perceived difficulties meeting work demands (Work Role Functioning Questionnaire (WRFQ)). The data were analyzed using an analysis of covariance with age, body mass index and physical job demands included as covariates. RESULTS Work ability was poorer (p < 0.001) and loss of work performance (p < 0.001) was higher among workers with OA than healthy controls. There was no statistical difference in absenteeism or overall ability to meet work demands between participants with and without lower limb OA. However, workers with lower limb OA had more difficulty with work scheduling demands (p = 0.05) and physical demands (p = 0.003) than healthy workers. CONCLUSION Lower limb OA was associated with poorer work ability, loss of work performance and difficulty in meeting physical and work scheduling demands. Health professionals and employers should consider these challenges when managing individuals with lower limb OA and supporting them to remain in the workforce.
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Affiliation(s)
- Yousef S Alyousef
- The University of Queensland, School of Health and Rehabilitation Sciences, Physiotherapy, Brisbane, QLD, Australia
- College of Applied Medical Sciences, Majmaah University, Al Majmaah, Saudi Arabia
| | - Venerina Johnston
- College of Applied Medical Sciences, Majmaah University, Al Majmaah, Saudi Arabia
- School of Health and Medical Sciences, University of Southern Queensland, Ipswich, QLD, Australia
| | - Michelle D Smith
- College of Applied Medical Sciences, Majmaah University, Al Majmaah, Saudi Arabia.
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11
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Pagani S, Salerno M, Filardo G, Locs J, van Osch GJ, Vecstaudza J, Dolcini L, Borsari V, Fini M, Giavaresi G, Columbaro M. Human Osteoblasts' Response to Biomaterials for Subchondral Bone Regeneration in Standard and Aggressive Environments. Int J Mol Sci 2023; 24:14764. [PMID: 37834212 PMCID: PMC10573262 DOI: 10.3390/ijms241914764] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/21/2023] [Accepted: 09/27/2023] [Indexed: 10/15/2023] Open
Abstract
Osteochondral lesions, when not properly treated, may evolve into osteoarthritis (OA), especially in the elderly population, where altered joint function and quality are usual. To date, a collagen/collagen-magnesium-hydroxyapatite (Col/Col-Mg-HAp) scaffold (OC) has demonstrated good clinical results, although suboptimal subchondral bone regeneration still limits its efficacy. This study was aimed at evaluating the in vitro osteogenic potential of this scaffold, functionalized with two different strategies: the addition of Bone Morphogenetic Protein-2 (BMP-2) and the incorporation of strontium (Sr)-ion-enriched amorphous calcium phosphate (Sr-ACP) granules. Human osteoblasts were seeded on the functionalized scaffolds (OC+BMP-2 and OC+Sr-ACP, compared to OC) under stress conditions reproduced with the addition of H2O2 to the culture system, as well as in normal conditions, and evaluated in terms of morphology, metabolic activity, gene expression, and matrix synthesis. The OC+BMP-2 scaffold supported a better osteoblast morphology and stimulated scaffold colonization, cell activity, and extracellular matrix secretion, especially in the stressed culture environment but also in normal culture conditions, with increased expression of genes related to osteoblast differentiation. In conclusion, the incorporation of BMP-2 into the Col/Col-Mg-HAp scaffold also represents an improvement of the osteochondral scaffold in more challenging conditions, supporting further preclinical studies to optimize it for use in clinical practice.
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Affiliation(s)
- Stefania Pagani
- Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (S.P.); (V.B.); (G.G.)
| | - Manuela Salerno
- Applied and Translational Research Center, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Giuseppe Filardo
- Applied and Translational Research Center, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Janis Locs
- Rudolfs Cimdins Riga Biomaterials Innovations and Development Centre of RTU, Institute of General Chemical Engineering, Faculty of Materials Science and Applied Chemistry, Riga Technical University, LV-1007 Riga, Latvia; (J.L.); (J.V.)
| | - Gerjo J.V.M. van Osch
- Department of Orthopedics and Sports Medicine, Erasmus MC, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands;
- Department of Otorhinolaryngology, Head and Neck Surgery, Erasmus MC, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands
- Department of Biomechanical Engineering, Delft University of Technology, 2628 CD Delft, The Netherlands
| | - Jana Vecstaudza
- Rudolfs Cimdins Riga Biomaterials Innovations and Development Centre of RTU, Institute of General Chemical Engineering, Faculty of Materials Science and Applied Chemistry, Riga Technical University, LV-1007 Riga, Latvia; (J.L.); (J.V.)
| | | | - Veronica Borsari
- Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (S.P.); (V.B.); (G.G.)
| | - Milena Fini
- Scientific Direction, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy;
| | - Gianluca Giavaresi
- Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (S.P.); (V.B.); (G.G.)
| | - Marta Columbaro
- Electron Microscopy Platform, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy;
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12
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Gwam C, Ohanele C, Hamby J, Chughtai N, Mufti Z, Ma X. Human placental extract: a potential therapeutic in treating osteoarthritis. ANNALS OF TRANSLATIONAL MEDICINE 2023; 11:322. [PMID: 37404996 PMCID: PMC10316113 DOI: 10.21037/atm.2019.10.20] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 09/29/2019] [Indexed: 09/19/2023]
Abstract
Osteoarthritis (OA) is a degenerative joint disease marked by cartilage degradation and loss of function. Recently, there have been increased efforts to attenuate and reverse OA by stimulating cartilage regeneration and preventing cartilage degradation. Human placental extract (HPE) may be an option due to its anti-inflammatory, antioxidant, and growth stimulatory properties. These properties are useful in preventing cell death and senescence, which may optimize in-situ cartilage regeneration. In this review, we discuss the anatomy and physiology of the placenta, as well as explore in vivo and in vitro studies assessing its effects on tissue regeneration. Finally, we assess the potential role of HPE in cartilage regenerative medicine and OA. The Medline database was utilized for all studies that involved the use of HPE or human placenta hydrolysate. Exclusion criteria included articles not written in English, conference reviews, editorials, letters to the editor, surveys, case reports, and case series. HPE had significant anti-inflammatory and regenerative properties in vitro and in vivo. Furthermore, HPE had a role in attenuating cellular senescence and cell apoptosis via reduction of reactive oxidative species both in vitro and in vivo. One study explored the effects of HPE in OA and demonstrated reduction in cartilage catabolic gene expression, indicating HPE's effect in attenuating OA. HPE houses favorable properties that can attenuate and reverse tissue damage. This may be a beneficial therapeutic in OA as it creates a more favorable environment for in-situ cartilage regeneration. More well designed in-vitro and in-vivo studies are needed to define the role of HPE in treating OA.
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Affiliation(s)
- Chukwuweike Gwam
- Department of Orthopedic Surgery, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | | | - Jacob Hamby
- Department of Orthopedic Surgery, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | | | | | - Xue Ma
- Department of Orthopedic Surgery, Wake Forest School of Medicine, Winston-Salem, NC, USA
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13
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Ching A, Prior Y, Parker J, Hammond A. Biopsychosocial, work-related, and environmental factors affecting work participation in people with Osteoarthritis: a systematic review. BMC Musculoskelet Disord 2023; 24:485. [PMID: 37312111 DOI: 10.1186/s12891-023-06612-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 06/07/2023] [Indexed: 06/15/2023] Open
Abstract
PURPOSE Osteoarthritis (OA) causes pain and disability, with onset often during working age. Joint pain is associated with functional difficulties and may lead to work instability. The aims of this systematic review are to identify: the impact of OA on work participation; and biopsychosocial and work-related factors associated with absenteeism, presenteeism, work transitions, work impairment, work accommodations, and premature work loss. METHODS Four databases were searched, including Medline. The Joanna Briggs Institute Critical Appraisal tools were used for quality assessment, with narrative synthesis to pool findings due to heterogeneity of study designs and work outcomes. RESULTS Nineteen studies met quality criteria (eight cohort; 11 cross-sectional): nine included OA of any joint(s), five knee-only, four knee and/or hip, and one knee, hip, and hand OA. All were conducted in high income countries. Absenteeism due to OA was low. Presenteeism rates were four times greater than absenteeism. Performing physically intensive work was associated with absenteeism, presenteeism, and premature work loss due to OA. Moderate-to-severe joint pain and pain interference were associated with presenteeism, work transition, and premature work loss. A smaller number of studies found that comorbidities were associated with absenteeism and work transitions. Two studies reported low co-worker support was associated with work transitions and premature work loss. CONCLUSIONS Physically intensive work, moderate-to-severe joint pain, co-morbidities, and low co-worker support potentially affects work participation in OA. Further research, using longitudinal study designs and examining the links between OA and biopsychosocial factors e.g., workplace accommodations, is needed to identify targets for interventions. SYSTEMATIC REVIEW REGISTRATION PROSPERO 2019 CRD42019133343 .
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Affiliation(s)
- Angela Ching
- Centre for Human Movement and Rehabilitation, University of Salford, Salford, Greater Manchester, UK
| | - Yeliz Prior
- Centre for Human Movement and Rehabilitation, University of Salford, Salford, Greater Manchester, UK.
| | - Jennifer Parker
- Centre for Human Movement and Rehabilitation, University of Salford, Salford, Greater Manchester, UK
| | - Alison Hammond
- Centre for Human Movement and Rehabilitation, University of Salford, Salford, Greater Manchester, UK
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14
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Scheuing WJ, Reginato AM, Deeb M, Acer Kasman S. The burden of osteoarthritis: Is it a rising problem? Best Pract Res Clin Rheumatol 2023; 37:101836. [PMID: 37633827 DOI: 10.1016/j.berh.2023.101836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 04/27/2023] [Indexed: 08/28/2023]
Abstract
The objective of this review is to provide an overview of the current status of osteoarthritis (OA) as one of the most common joint disorders worldwide. Despite being the 11th cause of disability globally, there has been an increase in the prevalence, annual incidence, and years lived with disability of OA, particularly in developed and developing countries. Erosive hand OA, which affects approximately 10% of the general population, has been associated with a higher clinical burden compared to non-erosive hand OA. Patients with knee and hip OA, but not hand OA, are also at an increased risk of cardiovascular disease and all-cause mortality. Furthermore, OA has a significant contribution to healthcare costs in most countries. The recent COVID-19 pandemic has further exacerbated the disease burden of OA patients due to limited access to medical and surgical treatment. With increasing life expectancy and the aging of the global population, the burden of OA is expected to worsen. Therefore, this review highlights the importance of improving population and policymaker awareness of risk factors, such as obesity and injury, as well as early intervention and management of OA to control the future burden of the disease.
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Affiliation(s)
| | | | - Mery Deeb
- Department of Internal Medicine, Kent Hospital/Brown University, Warwick, RI, USA.
| | - Sevtap Acer Kasman
- Marmara University School of Medicine, PMR Department, Rheumatology Division, Istanbul, Türkiye.
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15
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Chalet FX, Saskin P, Ahuja A, Thompson J, Olopoenia A, Modi K, Morin CM, Wickwire EM. The Associations between Insomnia Severity and Health Outcomes in the United States. J Clin Med 2023; 12:jcm12062438. [PMID: 36983438 PMCID: PMC10053531 DOI: 10.3390/jcm12062438] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/15/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
Little is known about the associations between insomnia severity, insomnia symptoms, and key health outcomes. Using 2020 United States National Health and Wellness Survey (NHWS) data, we conducted a retrospective, cross-sectional analysis to determine the associations between insomnia severity and a number of health outcomes germane to patients (health-related quality of life (HRQoL), employers and government (workplace productivity), and healthcare payers (healthcare resource utilization (HCRU)). The Insomnia Severity Index (ISI) questionnaire was used to evaluate overall insomnia severity. HRQoL was assessed using the physical and mental component summary scores of the Short Form-36v2 (SF-36v2) questionnaire, and health utility status was measured using the Short Form-6D (SF-6D) and EuroQoL-5D (EQ-5D) questionnaires. Workplace productivity was measured using the Work Productivity and Activity Impairment (WPAI) questionnaire. After adjusting for confounders, greater insomnia severity was significantly associated with worsened quality of life, decreased productivity, and increased HCRU in an apparent linear fashion. These findings have important implications for future research, including the need for specific assessment of insomnia symptoms and their impact on key health outcomes.
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Affiliation(s)
| | - Paul Saskin
- Idorsia Pharmaceuticals US Inc., One Radnor Corporate Center, Suite 101, 100 Matsonford Rd, Radnor, PA 19087, USA
| | - Ajay Ahuja
- Idorsia Pharmaceuticals US Inc., One Radnor Corporate Center, Suite 101, 100 Matsonford Rd, Radnor, PA 19087, USA
| | | | | | - Kushal Modi
- Cerner Enviza, 51 Valley Stream Pkwy, Malvern, PA 19355, USA
| | - Charles M Morin
- Department of Psychology, Cervo Brain Research Centre, Laval University, Québec City, QC G1V 0A6, Canada
| | - Emerson M Wickwire
- Sleep Disorders Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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16
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Jacob L, Koyanagi A, Haro JM, Shin JI, Smith L, Konrad M, Kostev K. Prevalence of and factors associated with long-term sick leave in working-age adults with osteoarthritis: a retrospective cohort study conducted in Germany. Int Arch Occup Environ Health 2023; 96:303-311. [PMID: 36167933 DOI: 10.1007/s00420-022-01924-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: 04/04/2022] [Accepted: 09/13/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE Little is known about the impact of osteoarthritis on the long-term work participation of working-age adults. Therefore, the goal of this study was to investigate the prevalence of and the factors associated with long-term sick leave in people newly diagnosed with osteoarthritis from Germany. METHODS This retrospective cohort study included patients aged 18-65 years diagnosed with osteoarthritis for the first time (index date) in 1 of 1198 general practices in Germany between 2016 and 2019 (Disease Analyzer database, IQVIA). Patients were considered to be on long-term sick leave if they were absent from work for medical reasons for more than 42 days in the year following the index date. Independent variables included sociodemographic characteristics, type of osteoarthritis, and frequent comorbidities. The association between these variables and long-term sick leave (dependent variable) was studied using an adjusted logistic regression model. RESULTS This study included 51,034 patients with osteoarthritis [mean (standard deviation) age 50.8 (9.2) years; 50.9% women]. The prevalence of long-term sick leave was 36.2%. Younger age and male sex were positively and significantly associated with long-term sick leave compared with older age and female sex, respectively. There was also a strong relationship between several comorbidities (e.g., reaction to severe stress, and adjustment disorders, gastritis and duodenitis, and depression) with long-term sick leave. CONCLUSIONS The prevalence of long-term sick leave was high in this sample of patients newly diagnosed with osteoarthritis from Germany. In this context, interventions should be implemented to increase the long-term working participation of people with osteoarthritis.
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Affiliation(s)
- Louis Jacob
- Research and Development Unit, Parc Sanitari Sant Joan de Déu/CIBERSAM, ISCIII, Dr. Antoni Pujadas, 42, Sant Boi de Llobregat, Barcelona, Spain.,Faculty of Medicine, University of Versailles Saint-Quentin-en-Yvelines, 78180, Montigny-le-Bretonneux, France
| | - Ai Koyanagi
- Research and Development Unit, Parc Sanitari Sant Joan de Déu/CIBERSAM, ISCIII, Dr. Antoni Pujadas, 42, Sant Boi de Llobregat, Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Pg. Lluis Companys 23, Barcelona, Spain
| | - Josep Maria Haro
- Research and Development Unit, Parc Sanitari Sant Joan de Déu/CIBERSAM, ISCIII, Dr. Antoni Pujadas, 42, Sant Boi de Llobregat, Barcelona, Spain
| | - Jae Il Shin
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Lee Smith
- Centre for Health, Performance, and Wellbeing, Anglia Ruskin University, Cambridge, CB1 1PT, UK
| | - Marcel Konrad
- FOM University of Applied Sciences for Economics and Management, Frankfurt, Germany
| | - Karel Kostev
- Department of Epidemiology, IQVIA, Unterschweinstiege 2-14, 60549, Frankfurt am Main, Germany.
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17
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Jin X, Ackerman IN, Ademi Z. Loss of Productivity-Adjusted Life-Years in Working-Age Australians Due to Knee Osteoarthritis: A Life-Table Modeling Approach. Arthritis Care Res (Hoboken) 2023; 75:482-490. [PMID: 35348305 DOI: 10.1002/acr.24886] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 02/19/2022] [Accepted: 03/24/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Productivity-adjusted life-years (PALYs) offers a novel approach for quantifying the productivity burden of chronic conditions at the population level over the working lifespan. This study was undertaken to estimate the productivity burden of knee osteoarthritis (KOA) among working-age Australians, defined as lost PALYs and lost gross domestic product (GDP). METHODS A static life-table model was constructed to simulate the experiences of working Australians (between the ages of 15-64 years) with KOA and those without KOA, with follow-up to 65 years (retirement age), a 1-year cycle length, and an annual discount rate of 5%. KOA prevalence data were obtained from the 2019 Global Burden of Diseases, Injuries, and Risk Factors study. Demographic and mortality data were sourced from the Australian Bureau of Statistics. Health utilities and productivity indices were derived from published sources. Population-level losses in years of life, quality-adjusted life-years (QALYs), and PALYs attributable to KOA were estimated by comparing estimates in the KOA cohort to the no KOA cohort. RESULTS In 2019, a total of 913,539 working-age Australians were estimated to have KOA, with an overall prevalence of 5.5% (4.5% in men and 6.5% in women). By retirement age, KOA was associated with 39,602 excess deaths, 125,651 years of life lost, 1,938,059 QALYs lost, and 1,943,287 PALYs lost. The economic impact of lost productivity due to KOA amounted to 424 billion Australian dollars in lost GDP. CONCLUSION Our modeling demonstrates a significant economic burden of KOA among the working Australian population, with marked productivity loss. Our findings highlight the need for public health funding and scalable population-level strategies for effective KOA prevention and support to maintain productive working.
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Affiliation(s)
- Xingzhong Jin
- Centre for Big Data Research in Health, University of New South Wales, Sydney, New South Wales, Australia, and Sydney Musculoskeletal Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Ilana N Ackerman
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Zanfina Ademi
- School of Public Health and Preventive Medicine and Centre for Medicine Use and Safety, Monash University, Melbourne, Victoria, Australia
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18
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Schepman P, Robinson R, Blakeman KH, Wilhelm S, Beck C, Hallberg S, Liseth-Hansen J, De Geer A, Rolfson O, Arendt-Nielsen L. Factors influencing quality of life in patients with osteoarthritis: analyses from the BISCUITS study. Scand J Pain 2023; 23:139-148. [PMID: 35787832 DOI: 10.1515/sjpain-2021-0213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 06/14/2022] [Indexed: 01/17/2023]
Abstract
OBJECTIVES Osteoarthritis can have a profound effect on patients' quality of life. The Burden of Disease and Management of Osteoarthritis and Chronic Low Back Pain: Health Care Utilization and Sick Leave in Sweden, Norway, Finland and Denmark (BISCUITS) study aimed to describe the impact of osteoarthritis on quality of life and determine the association with factors such as pain severity and pharmacological treatment. METHODS An observational study was performed with a cross-sectional design including patients with a confirmed osteoarthritis diagnosis enrolled in the National Quality Register for Better management of patients with Osteoarthritis (BOA) between 2016 and 2017 in Sweden. Patient-reported information from BOA was linked to administrative data from three national health registers. The impact of osteoarthritis on quality of life was estimated using the EQ-5D-5L and the first developed experienced-based time-trade-off value set for Sweden to calculate the EQ-5D-5L index scores. EQ-5D-3L index scores were also estimated based on a UK hypothetical value set via a crosswalk method. Ordinary least squares regression models were used to analyse the association between quality of life and potential influencing factors. RESULTS For the 34,254 patients evaluated, mean EQ-5D-5L index score was 0.792 (SD 0.126). Stratifications showed that the index score varied across different levels of pain severity. Increased pain severity and use of pain-relieving medications remained significantly associated with a lower quality of life index score when controlled for potential confounders. The mean EQ-5D-3L index score was 0.605 (SD 0.192). CONCLUSIONS This large population-based study from Sweden highlights the substantial impact of osteoarthritis on quality of life amongst different patient groups and that currently available treatment options for osteoarthritis pain do not appropriately address the needs for many osteoarthritis patients.
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Affiliation(s)
| | | | | | - Stefan Wilhelm
- Eli Lilly International Medical Affairs, Bad Homburg, Germany
| | | | | | | | | | - Ola Rolfson
- University of Gothenburg, Gothenburg, Sweden
| | - Lars Arendt-Nielsen
- Department of Health Science and Technology, Center for Neuroplasticity and Pain (CNAP), SMI, School of Medicine, Aalborg University, Aalborg, Denmark
- Department of Medical Gastroenterology (Mech-Sense), Aalborg University Hospital, Aalborg, Denmark
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19
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Sethi V, Van der Laan L, Gupta S, Piros KC. Perspectives of Healthcare Professionals Towards Combination Use of Oral Paracetamol and Topical Non-Steroidal Inflammatory Drugs in Managing Mild-to-Moderate Pain for Osteoarthritis in a Clinical Setting: An Exploratory Study. J Pain Res 2022; 15:2263-2272. [PMID: 35967469 PMCID: PMC9365014 DOI: 10.2147/jpr.s373382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 07/30/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose To seek indicative evidence on clinical prescription practice and perspectives regarding combined oral paracetamol (APAP) and/or topical non-steroidal anti-inflammatory drugs (NSAIDs) therapy for managing mild-to-moderate osteoarthritis (OA) pain. Participants and Methods An exploratory qualitative study to investigate the perspectives towards using APAP and/or topical NSAIDs for OA pain management and whether current clinical practices are aligned with OA guidelines was conducted using a two-round modified Delphi methodology among three general practitioners, three orthopedists, and two pharmacists from Australia, Malaysia, and Sweden during January–June 2021. In the first round, 60-minute virtual in-depth interviews were conducted individually; in the second round, summary of the key findings was shared with the panel to seek clarity on the level of consensus (≥70% unanimity) and disagreement. Results The healthcare professionals (HCPs) agreed that APAP was considered as a universally accepted pharmacologic for most OA patients except those with contraindications or allergies. Consensus was achieved towards APAP combination with topical NSAIDs being a safer alternative than with oral NSAIDs. However, prescription uptake of combined therapy APAP with topical NSAIDs was low among the panel due to lack of strong scientific evidence on efficacy and awareness. Differences in clinical practice across and within countries could be due to different reference sources for OA pain – clinical practice experience or local/international guidelines/medical products handbooks. Conclusion The study suggests an opportunity to raise awareness of the suitability and potential benefits for adjuvant topical NSAIDs to APAP for effective OA pain management as well as a need for universal OA guidelines.
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Affiliation(s)
- Vidhu Sethi
- GlaxoSmithKline Consumer Healthcare, Singapore
- Correspondence: Vidhu Sethi, GlaxoSmithKline Consumer Healthcare, Singapore, GSK Asia House, 23 Rochester Park, 139234, Singapore, Tel +65 96447203, Email
| | - Luke Van der Laan
- Faculty of Business, Education, Law & Arts, University of Southern Queensland, Queensland, Australia
| | - Sanjeev Gupta
- Department of Orthopaedic Surgery, Royal Prince Alfred Hospital, Sydney, Australia
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20
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Shdaifat EA. Presenteeism and Productivity Loss Among Nurses. INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS 2022:1-9. [PMID: 35912923 DOI: 10.1080/10803548.2022.2108660] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Objectives. Presenteeism is a significant problem among the working force and nurse is not an exception from these phenomena. The purpose of the study was to determine the productivity loss due to presenteeism from three dimensions and to evaluates the associated factors among nurses. Methods. A cross sectional study was conducted among 309 nurses to evaluate presenteeism using Stanford Presenteeism Scale (SPS), Health Performance Questionnaire (HPQ) and Work Productivity Short Inventory (WPSI). Results. The study found that nurses had a high level of presenteeism through using SPS (21.0 ± 4.3) and HPQ (80.0 ± 18.2). In Both scales, presenteeism was significantly associated with nurses who were older than 32 years, with an experience of more than 10 years, having children, and having two children. The results of WPSI showed that the productivity loss of presenteeism per nurse annually was 1,959 USD and for all nurses 605,283 USD. Conclusion. Eventually, evaluating the presenteeism level will help policymakers to understand the working conditions and related personal characteristics.
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Affiliation(s)
- Emad Adel Shdaifat
- Department of Community health nursing, College of Nursing, Imam Abdulrahman Bin Faisal University, P.O Box 1982, City Dammam, Saudi Arabia
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21
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Kamp T, Brouwer S, Hylkema TH, van Beveren J, Rijk PC, Brouwer RW, Stevens M. Psychosocial Working Conditions Play an Important Role in the Return-to-Work Process After Total Knee and Hip Arthroplasty. JOURNAL OF OCCUPATIONAL REHABILITATION 2022; 32:295-305. [PMID: 34581916 PMCID: PMC9232447 DOI: 10.1007/s10926-021-10006-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/16/2021] [Indexed: 05/26/2023]
Abstract
Purpose Both personal and work-related factors affect return to work (RTW) after total knee arthroplasty (TKA) and total hip arthroplasty (THA). Little is known about work-related factors associated with the recovery process. This study aimed to determine which work-related factors are associated with time to RTW for both TKA and THA patients. Methods A prospective multicenter survey study was conducted that included patients aged 18-63, had a paid job and were scheduled to undergo primary TKA/THA. Surveys were completed preoperatively, 6 weeks, and 3, 6, and 12 months postoperatively, and included four domains of work-related factors: work characteristics, physical working conditions, psychosocial working conditions and work adjustments. Control variables included age, sex, education, and comorbidity. Time to RTW was defined as days from surgery until RTW. Multivariate linear regression analyses were conducted separately for TKA/THA patients. Results Enrolled were 246 patients (n = 146 TKA, n = 100 THA, median age 56 years, 57% female). Median time to RTW was 79 days (IQR 52.0-146.0). Mainly physical tasks (TKA: B 58.2, 95%CI 9.5-106.8; THA: B 52.1, 95%CI 14.1-90.2) and a combination of physical and mental tasks (TKA: B 50.2, 95%CI 6.4-94.0; THA B 54.0, 95%CI 24.2-83.7) were associated with longer time to RTW after both TKA and THA. More possibilities for personal job development (B - 12.8, 95%CI - 25.3-0.4) and more work recognition (B - 13.2, 95%CI - 25.5 to - 0.9) were significantly associated with shorter time to RTW after TKA. Higher quality of supervisor leadership (B - 14.1, 95%CI - 22.2 to - 6.0) was significantly associated with shorter time to RTW after THA. Conclusion The findings of this study stress the importance of psychosocial working conditions, besides type of job tasks, in RTW after TKA/THA. Further research on work-related factors is needed, as arthroplasty is being performed on an increasingly younger population of knee and hip OA patients for whom participating in work is of critical importance.
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Affiliation(s)
- Tamara Kamp
- Department of Orthopedics, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands.
- Department of Health Sciences, Community and Occupational Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
| | - Sandra Brouwer
- Department of Health Sciences, Community and Occupational Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Tjerk H Hylkema
- Department of Orthopedics, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands
- Department of Health Sciences, Community and Occupational Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Jan van Beveren
- Department of Orthopedics, Röpcke-Zweers Hospital Hardenberg, Hardenberg, The Netherlands
| | - Paul C Rijk
- Department of Orthopedics, Medical Center Leeuwarden, Leeuwarden, The Netherlands
| | - Reinoud W Brouwer
- Department of Orthopedics, Martini Hospital Groningen, Groningen, The Netherlands
| | - Martin Stevens
- Department of Orthopedics, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands
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22
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Naegeli AN, Balkaran BL, Shan M, Hunter TM, Lee LK, Jairath V. The impact of symptom severity on the humanistic and economic burden of inflammatory bowel disease: a real-world data linkage study. Curr Med Res Opin 2022; 38:541-551. [PMID: 35175166 DOI: 10.1080/03007995.2022.2043655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Few studies have examined the association between inflammatory bowel disease (IBD) severity, and humanistic, and economic burden. We addressed this gap using a unique real-world data source that links self-reported patient data from the US National Health and Wellness Survey (NHWS) to claims data. METHODS This cross-sectional study linked the 2015-2018 US NHWS data with medical, and pharmacy claims. Patients (≥18 years) who self-reported a physician diagnosis of IBD (ulcerative colitis [UC], or Crohn's disease [CD]) in the NHWS, and had a medical or pharmacy claim indicating a possible diagnosis of IBD were included. Disease symptom severity was defined by a weighted symptom score and main outcomes include health-related quality of life (HRQoL), work productivity (WPAI), healthcare resource use (HRU), and associated costs. RESULTS Overall, 687 patients with IBD were included, of which 347 were identified with UC and 340 with CD. Validation analysis showed that 94.7% of UC and 88.7% of patients with CD who self-reported diagnosis of CD or UC in NHWS had evidence of diagnosis and/or treatment patterns in claims. Patients with both UC and CD with moderate or severe symptoms had significantly lower HRQoL, increased work productivity loss, greater HRU, and associated costs compared with patients with mild symptoms. CONCLUSIONS Patients with moderate/severe UC or CD experience substantial humanistic, and economic burden compared with patients with mild UC or CD. These factors should be considered within treatment goals for patients in order to provide holistic care beyond the treatment of objective markers or disease severity and symptoms alone.
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Affiliation(s)
- April N Naegeli
- Global Patient Outcomes and Real-World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| | | | - Mingyang Shan
- Global Patient Outcomes and Real-World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| | - Theresa Marie Hunter
- Global Patient Outcomes and Real-World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| | - Lulu K Lee
- Real-World Evidence, Cerner Enviza, Malvern, PA, USA
| | - Vipul Jairath
- Department of Gastroenterology, Western University & London Health Sciences Centre, London, Ontario, Canada
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23
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Schepman PB, Thakkar S, Robinson RL, Beck CG, Malhotra D, Emir B, Hansen RN. A Retrospective Claims-Based Study Evaluating Clinical and Economic Burden Among Patients With Moderate to Severe Osteoarthritis Pain in the United States. JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2022; 9:58-67. [PMID: 35620454 PMCID: PMC8888122 DOI: 10.36469/jheor.2022.31895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 01/10/2022] [Indexed: 06/15/2023]
Abstract
Background: There has been limited evaluation of medication adherence, healthcare resource utilization (HCRU), and healthcare costs over time in patients with osteoarthritis (OA), and stratification by pain severity level has not been reported. Assessing such longitudinal changes may be useful to patients and healthcare providers for tracking disease progression, informing treatment options, and employing strategies to optimize patient outcomes. Objectives: To characterize treatment patterns, HCRU, and costs over time in patients with moderate to severe (MTS) OA pain in the United States. Methods: We conducted a retrospective claims analysis, using IBM® MarketScan® databases, from 2013-2018. Eligible patients were aged ≥45 years with ≥12 months pre-index (baseline) and ≥24 months (follow-up) of continuous enrollment; index date was defined as a physician diagnosis of hip or knee OA. An algorithm was employed to identify MTS OA pain patients, who were propensity score matched with patients having non-MTS OA pain. Data were summarized using descriptive statistics and univariate analyses. Results: After propensity score matching, the overall OA pain cohorts consisted of 186 374 patients each: 61% were female, mean age was 63 years, and two-thirds (65.6%) were of working age (45-65 years). Sleep-related conditions, anxiety, and depression were significantly higher in the MTS OA pain cohort vs non-MTS (P<0.001). At baseline and 12- and 24-month follow-ups, receipt of prescription pain medications, HCRU, and direct medical costs were significantly higher in the MTS OA pain cohort (all P<0.01). Medication adherence was significantly higher in the MTS OA pain cohort for all medication classes except analgesics/antipyretics, which were significantly lower vs the non-MTS OA pain cohort (all P<0.0001). Conclusions: The burden of MTS OA pain is substantial, with patterns that show increasing medication use, HCRU, and costs vs non-MTS OA pain patients over time. Understanding the heterogeneity within the OA population may allow us to further appreciate the true burden of illness for patients in pain.
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Affiliation(s)
| | | | | | | | | | | | - Ryan N Hansen
- The CHOICE Institute, School of Pharmacy, University of Washington, Seattle, Washington, USA
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24
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Leifer VP, Katz JN, Losina E. The burden of OA-health services and economics. Osteoarthritis Cartilage 2022; 30:10-16. [PMID: 34023527 PMCID: PMC8605034 DOI: 10.1016/j.joca.2021.05.007] [Citation(s) in RCA: 109] [Impact Index Per Article: 54.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 05/12/2021] [Accepted: 05/14/2021] [Indexed: 02/02/2023]
Abstract
Osteoarthritis (OA) is a highly prevalent and disabling condition that affects over 7% of people globally (528 million people). Prevalence levels are even higher in countries with established market economies, which have older demographic profiles and a higher prevalence of obesity, such as the US (14%). As the 15th highest cause of years lived with disability (YLDs) worldwide, the burden OA poses to individuals is substantial, characterized by pain, activity limitations, and reduced quality of life. The economic impact of OA, which includes direct and indirect (time) costs, is also substantial, ranging from 1 to 2.5% of gross national product (GNP) in countries with established market economies. In regions around the world, the average annual cost of OA for an individual is estimated between $700-$15,600 (2019 USD). Though trends in OA prevalence vary by geography, the prevalence of OA is projected to rise in regions with established market economies such as North America and Europe, where populations are aging and the prevalence of obesity is rising.
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Affiliation(s)
- V P Leifer
- Orthopaedic and Arthritis Center for Outcomes Research (OrACORe), Policy and Innovation Evaluation in Orthopaedic Treatments (PIVOT) Center, Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, MA, USA.
| | - J N Katz
- Orthopaedic and Arthritis Center for Outcomes Research (OrACORe), Policy and Innovation Evaluation in Orthopaedic Treatments (PIVOT) Center, Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Section of Clinical Sciences, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA; Departments of Epidemiology and Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - E Losina
- Orthopaedic and Arthritis Center for Outcomes Research (OrACORe), Policy and Innovation Evaluation in Orthopaedic Treatments (PIVOT) Center, Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Section of Clinical Sciences, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA; Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
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25
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Linking ICF components to outcome measures for hand osteoarthritis and rheumatoid arthritis: A systematic review. J Hand Ther 2021; 33:484-492. [PMID: 32151502 DOI: 10.1016/j.jht.2019.12.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 12/16/2019] [Accepted: 12/31/2019] [Indexed: 02/03/2023]
Abstract
STUDY DESIGN Systematic review. INTRODUCTION A patient with rheumatoid arthritis (RA) or osteoarthritis (OA) may have functional impairments, decreased quality of life, and productivity reductions. The International Classification of Functioning (ICF) provides a scientific basis for understanding health, outcomes, and determinants. PURPOSE OF THE STUDY The purpose of this study was to critically appraise the current literature for outcome measures associated with the management of OA or RA to determine if they describe the components of the ICF that includes body functions and structures, activities, participation, environmental factors, as well as quality of life. The secondary purpose is to examine if patient satisfaction was addressed in the interventions associated with management of OA or RA. METHODS A comprehensive literature search was conducted in the CINAHL and PubMed databases using the search terms joint protection, hand OA, hand RA, and assistive devices. RESULTS Six of the outcome measures were linked to body structures and body functions, three were associated with activity limitations and participation restrictions, one was linked to environmental factors, and two outcome measures addressed quality of life. DISCUSSION Practitioners should incorporate outcome measures that address environmental factors and quality of life as they relate to the ICF. CONCLUSION Most of the outcome measures associated with hand OA or RA are related to body structures and body functions or activity limitations and participation restrictions.
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26
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Jahagirdar D, Bangde P, Jain R, Dandekar P. Degenerative disease-on-a-chip: Developing microfluidic models for rapid availability of newer therapies. Biotechnol J 2021; 16:e2100154. [PMID: 34390543 DOI: 10.1002/biot.202100154] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 08/09/2021] [Accepted: 08/11/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Understanding the pathophysiology of degenerative diseases pertaining to nervous system, ocular region, bone/cartilage and muscle are still being comprehended, thus delaying the availability of targeted therapies. PURPOSE AND SCOPE Newer micro-physiological systems (organ-on-chip technology) involves development of more sophisticated devices, modelling a range of in vitro human tissues and an array of models for diseased conditions. These models expand opportunities for high throughput screening (HTS) of drugs and are likely to be rapid and cost-effective, thus reducing extensive usage of animal models. CONCLUSION Through this review article, we aim to present an overview of the degenerative disease models that are presently being developed using microfluidic platforms with the aim of mimicking in vivo tissue physiology and micro-architecture. The manuscript provides an overview of the degenerative disease models and their potential for testing and screening of possible biotherapeutic molecules and drugs. It highlights the perspective of the regulatory bodies with respect to the established-on chip models and thereby enhancing its translational potential. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Devashree Jahagirdar
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Nathalal Parekh Marg, Matunga, Mumbai, 400019, India
| | - Prachi Bangde
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Nathalal Parekh Marg, Matunga, Mumbai, 400019, India
| | - Ratnesh Jain
- Department of Chemical Engineering, Institute of Chemical Technology, Nathalal Parekh Marg, Matunga, Mumbai, 400019, India
| | - Prajakta Dandekar
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Nathalal Parekh Marg, Matunga, Mumbai, 400019, India
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27
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Schepman P, Thakkar S, Robinson R, Malhotra D, Emir B, Beck C. Moderate to Severe Osteoarthritis Pain and Its Impact on Patients in the United States: A National Survey. J Pain Res 2021; 14:2313-2326. [PMID: 34349555 PMCID: PMC8326774 DOI: 10.2147/jpr.s310368] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 07/13/2021] [Indexed: 01/02/2023] Open
Abstract
Purpose Osteoarthritis (OA) is one of the most common causes of chronic pain and a leading cause of disability in the US. The objective of this study was to examine the clinical and economic burden of OA by pain severity. Patients and Methods We used nationally representative survey data. Adults ≥18 years with self-reported physician-diagnosed OA and experiencing OA pain were included in the study. OA pain severity was measured using the Short Form McGill Pain Questionnaire Visual Analog Scale (SF-MPQ-VAS). Data were collected for demographics, clinical characteristics, health-related quality of life (HRQoL), productivity, OA treatment, adherence to pain medication, and healthcare resource utilization. Univariate analysis was performed to examine differences between respondents with moderate-to-severe OA pain vs those with mild OA pain. Results Higher proportions of respondents with moderate-to-severe OA pain (n=3798) compared with mild OA pain (n=2038) were female (69.4% vs 57.3%), <65 years of age (54.8% vs 43.4%), and not employed (70.6% vs 64.5%). Respondents with moderate-to-severe OA pain experienced OA pain daily (80.8% vs 48.8%), were obese (53.0% vs 40.5%), had more comorbidities (sleep disturbance, insomnia, depression, and anxiety), and reported significantly poorer health status and HRQoL, and greater productivity and activity impairment (all P<0.05). Moderate-to-severe OA pain respondents were prescribed significantly more pain medications than mild OA pain respondents (41.0% vs 17.0%) and had higher adherence (75.9% vs 64.1%) yet were less satisfied with their pain medications (all P<0.001). Outpatient and emergency room visits, and hospitalizations in the 6 months prior to the survey were significantly higher in moderate-to-severe OA pain respondents vs those with mild OA pain (all P<0.05). Conclusion Patient and clinical burden was significantly greater in moderate-to-severe OA pain respondents vs mild OA pain respondents and may inform decision-making for appropriate resource allocation and effective management strategies that target specific subgroups.
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28
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Simkin J, Valentino J, Cao W, McCarthy C, Schuon J, Davis J, Marrero L, Dasa V, Leonardi C, Yu Q. Quantifying Mediators of Racial Disparities in Knee Osteoarthritis Outcome Scores: A Cross-Sectional Analysis. JB JS Open Access 2021; 6:JBJSOA-D-21-00004. [PMID: 34337283 PMCID: PMC8318640 DOI: 10.2106/jbjs.oa.21.00004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Studies on symptomatic osteoarthritis suggest that Black patients report worse pain and symptoms compared with White patients with osteoarthritis. In this study, we aimed to quantify the relationship among variables such as overall health and socioeconomic status that may contribute to disparities in patient-reported outcomes.
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Affiliation(s)
- Jennifer Simkin
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - John Valentino
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Wentao Cao
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Christina McCarthy
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Jonathan Schuon
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Jacob Davis
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Luis Marrero
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Vinod Dasa
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Claudia Leonardi
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
| | - Qingzhao Yu
- Department of Orthopaedic Surgery, School of Medicine, LSUHSC-New Orleans, New Orleans, Louisiana
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29
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Kikuchi S, Togo K, Ebata N, Fujii K, Yonemoto N, Abraham L, Katsuno T. A Retrospective Database Study of Gastrointestinal Events and Medical Costs Associated with Nonsteroidal Anti-Inflammatory Drugs in Japanese Patients of Working Age with Osteoarthritis and Chronic Low Back Pain. PAIN MEDICINE 2021; 22:1029-1038. [PMID: 33585939 DOI: 10.1093/pm/pnaa421] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
CONTEXT The real-world burden of gastrointestinal (GI) events associated with the use of nonsteroidal anti-inflammatory drugs (NSAIDs) in Japanese patients with osteoarthritis (OA) and/or chronic low back pain (CLBP) remains unreported. OBJECTIVE To assess the incidence and economic burden of NSAID-induced GI events by using data from large-scale real-world databases. METHODS We used the Japanese Medical Data Center database to retrospectively evaluate anonymized claims data of medical insurance beneficiaries employed by middle- to large-size Japanese companies who were prescribed NSAIDs for OA and/or CLBP between 2009 and 2018. RESULTS Overall, 180,371 patients were included in the analysis, of whom 32.9% had OA, 53.8% had CLBP, and 13.4% had both OA and CLBP. NSAIDs were administered as first-line analgesics to 161,152 (89.3%) of the patients in the sample, in oral form to 90.3% and as topical patches to 80.4%. A total of 65.1% used combined oral/topical patches. Of the 21.0% of patients consistently using NSAIDs (percentage of days supplied ≥70%), 54.5% received patches. A total of 51.5% patients used NSAIDs for >1 to ≤6 months. The incidence of GI events was 9.97 per 10,000 person-years (95% confidence interval: 8.92-11.03). The risk of developing GI events was high in elderly patients and patients with comorbidities and remained similar for patients receiving oral vs. topical NSAIDs. Longer treatment duration and consistent NSAID use increased the risk of GI events. The cost (median [interquartile range]) of medications (n = 327) was US$ 80.70 ($14.10, $201.40), that of hospitalization (n = 33) was US$ 2,035.50 ($1,517.80, $2,431.90), and that of endoscopic surgery (n = 52) was US$ 418.20 ($418.20, $418.20). CONCLUSION NSAID-associated GI toxicity imposes a significant health and economic burden on patients with OA and/or CLBP, irrespective of whether oral or topical NSAIDs are used.
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Affiliation(s)
- Shogo Kikuchi
- Department of Public Health, Aichi Medical University School of Medicine, Aichi, Japan
| | | | | | | | | | | | - Takayuki Katsuno
- Department of Nephrology and Rheumatology, Aichi Medical University, Aichi, Japan
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30
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Summanen M, Ukkola-Vuoti L, Kurki S, Tuominen S, Madanat R. The burden of hip and knee osteoarthritis in Finnish occupational healthcare. BMC Musculoskelet Disord 2021; 22:501. [PMID: 34051771 PMCID: PMC8164770 DOI: 10.1186/s12891-021-04372-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 05/13/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Osteoarthritis (OA) is a leading cause of disability and pain especially among older adults, but it is also known to affect working age individuals, often leading to reduced productivity and increased healthcare usage. The aim of this study was to determine the burden of hip and knee OA in Finnish occupational healthcare. METHODS This was a retrospective registry study utilizing the electronic medical records of the largest private and occupational healthcare provider in Finland. All consented patients with hip or knee OA were identified. A subcohort of occupational healthcare (OCH) patients was then compared to an age- and gender-matched control group without OA. Patient demographics including comorbidities were determined and healthcare contacts, medication prescriptions, and sick leaves were compared between the two groups. The study period was from January 1st, 2012 to April 30th, 2020. RESULTS 51,068 patients with hip or knee OA were identified (all OA cohort) and 35,109 of these formed the occupational healthcare subcohort. Most of the OA patients were female and belonged to the age group 50-59 years. The point prevalence of hip/knee OA at the end of the study period was 5.6% for the occupational healthcare subcohort. OA patients had 2.2 times more healthcare contacts and 2.8 times more overall sick leave days compared to the age- and gender-matched control cohort. Etoricoxib was the most commonly prescribed medication at OA-related visits (21.8% of patients). Opioids were prescribed to 10.6% of patients at OA-related visits and the most prescribed opioid was a combination of codeine and paracetamol (4.8% of patients). 5054 OA patients (14.4%) had a contraindication for non-steroidal anti-inflammatory drugs (NSAIDs). CONCLUSIONS This retrospective registry study utilizing real-world data provides new evidence on the disease burden of hip or knee osteoarthritis from the electronic medical records of Finnish occupational healthcare customers. OA patients had more comorbidities, more healthcare contacts, more sick leave days, and more analgesic prescriptions compared to an age- and gender-matched control cohort without OA.
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Affiliation(s)
| | | | - Samu Kurki
- Terveystalo Biobank Finland, Humalistonkatu 7B, 20100, Turku, Finland
| | | | - Rami Madanat
- Terveystalo Kamppi, Jaakonkatu 3, 00100, Helsinki, Finland
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The Expression and Function of Metastases Associated Lung Adenocarcinoma Transcript-1 Long Non-Coding RNA in Subchondral Bone and Osteoblasts from Patients with Osteoarthritis. Cells 2021; 10:cells10040786. [PMID: 33916321 PMCID: PMC8066176 DOI: 10.3390/cells10040786] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 03/29/2021] [Accepted: 03/30/2021] [Indexed: 02/02/2023] Open
Abstract
Metastasis Associated Lung Adenocarcinoma Transcript-1 (MALAT1) is implicated in regulating the inflammatory response and in the pathology of several chronic inflammatory diseases, including osteoarthritis (OA). The purpose of this study was to examine the relationship between OA subchondral bone expression of MALAT1 with parameters of joint health and biomarkers of joint inflammation, and to determine its functional role in human OA osteoblasts. Subchondral bone and blood were collected from hip and knee OA patients (n = 17) and bone only from neck of femur fracture patients (n = 6) undergoing joint replacement surgery. Cytokines were determined by multiplex assays and ELISA, and gene expression by qPCR. MALAT1 loss of function was performed in OA patient osteoblasts using locked nucleic acids. The osteoblast transcriptome was analysed by RNASeq and pathway analysis. Bone expression of MALAT1 positively correlated to serum DKK1 and galectin-1 concentrations, and in OA patient osteoblasts was induced in response to IL-1β stimulation. Osteoblasts depleted of MALAT1 exhibited differential expression (>1.5 fold change) of 155 genes, including PTGS2. Both basal and IL-1β-mediated PGE2 secretion was greater in MALAT1 depleted osteoblasts. The induction of MALAT1 in human OA osteoblasts upon inflammatory challenge and its modulation of PGE2 production suggests that MALAT1 may play a role in regulating inflammation in OA subchondral bone.
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Bobos P, MacDermid J, Ziebart C, Boutsikari E, Lalone E, Ferreira L, Grewal R. Barriers, facilitators, preferences and expectations of joint protection programmes for patients with hand arthritis: a cross-sectional survey. BMJ Open 2021; 11:e041935. [PMID: 33483445 PMCID: PMC7831706 DOI: 10.1136/bmjopen-2020-041935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 01/06/2021] [Accepted: 01/13/2021] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES The objective of this survey was to investigate the barriers, facilitators, expectations and patient preferences regarding joint protection (JP) programmes in people with hand arthritis. DESIGN Cross-sectional survey. SETTING Tertiary clinic. PARTICIPANTS Patients with hand arthritis: osteoarthritis, rheumatoid arthritis, psoriatic arthritis and other forms of arthritis. PRIMARY AND SECONDARY OUTCOME MEASURES This study used a survey among people with hand arthritis. Descriptive statistics and percentages were reported for all the data about the barriers, facilitators and preferences around JP. RESULTS A total of 192 patients consented to participate. Most of the patients (82%) were unaware of JP. Factors that may act as barriers to participation and were regarded as 'a very big concern' were: cost of the programme (44%), time of offering the programme (39%), work commitments (36%) and having a centre/clinic close to the house (28%). Factors that may act as facilitators and rated as 'extremely helpful' were: research that shows that JP works (26%) and having the centre/clinic close to the house (25%). An online format for JP was the most preferred option (54%). Half (46%) preferred a timeframe of 1 hour, three times per week and 44% preferred a 2-hour programme, for three times per week. CONCLUSIONS Awareness of the potential benefits of JP, and prior experience with JP programme were very low. Common potentially modifiable patient-reported barriers to participate in future JP interventions, included: cost, work commitments, distance from home to clinic and times that the intervention were provided. These barriers might be addressed with free and accessible forms of delivery of JP, which may lead to better uptake and participation in JP programmes.
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Affiliation(s)
- Pavlos Bobos
- Health and Rehabilitation Sciences, Western University, London, Ontario, Canada
- Dalla Lana School of Public Health, Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Applied Health Research Centre (AHRC), Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada
| | - Joy MacDermid
- Health and Rehabilitation Sciences, Western University, London, Ontario, Canada
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
- Physical Therapy, Western University, London, Ontario, Canada
- Roth McFarlane Hand and Upper Limb Centre, Western University, London, Ontario, Canada
| | - Christina Ziebart
- Physical Therapy, Western University, London, Ontario, Canada
- Roth McFarlane Hand and Upper Limb Centre, Western University, London, Ontario, Canada
| | - Eleni Boutsikari
- Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, Athens, Attica, Greece
| | - Emily Lalone
- Roth McFarlane Hand and Upper Limb Centre, Western University, London, Ontario, Canada
- Mechanical and Materials Engineering, Western University, London, Ontario, Canada
| | - Louis Ferreira
- Roth McFarlane Hand and Upper Limb Centre, Western University, London, Ontario, Canada
- Mechanical and Materials Engineering, Western University, London, Ontario, Canada
| | - Ruby Grewal
- Roth McFarlane Hand and Upper Limb Centre, Western University, London, Ontario, Canada
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Treatment and Healthcare Cost Among Patients with Hip or Knee Osteoarthritis: A Cross-sectional Study Using a Real-world Claims Database in Japan Between 2013 and 2019. Clin Drug Investig 2020; 40:1071-1084. [PMID: 32965598 DOI: 10.1007/s40261-020-00968-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND AND OBJECTIVES The guidelines for osteoarthritis (OA) treatment recommend different therapies including pharmacotherapy, and several analgesic options are available for pain management. In Japan, research on hip and knee OA treatment trends is scarce and OA-related healthcare costs are unknown. Therefore, this study aimed to examine the treatment and healthcare cost trends among Japanese patients with hip or knee OA. METHODS This was a cross-sectional study held between 2013 and 2019, using a medical claims database. The demographic and treatment characteristics of hip or knee OA patients for each year were descriptively analyzed and the medians for healthcare utilization and all-cause healthcare costs were calculated. RESULTS The yearly mean age of 59,218 hip OA and 270,722 knee OA patients ranged from 66.3 to 68.6 years and 71.1 to 73.1 years, respectively. The prevalence of comorbidities was higher in knee OA than hip OA. In both groups, > 70% of patients were female, and the most common treatment was pain-related medication. In hip OA, topical and systemic nonsteroidal anti-inflammatory drugs (NSAIDs) were mostly used throughout the study period (34.1-41.4% and 32.0-40.3%, respectively). Similarly, in knee OA, topical and systemic NSAIDs were used in 58.3-63.3% and 36.5-46.0% patients, respectively. Increase in the use of acetaminophens (10.9% in hip OA and 10.2% in the knee OA) and weak opioids (3.7%, and 3.4%, respectively) from 2013 to 2019 were observed. Most patients were treated as outpatients in both groups. The median all-cause healthcare costs were approximately 35,000 JPY for hip OA and 74,000 JPY for knee OA. CONCLUSIONS Although a considerable change in total healthcare cost was not observed in our study, the contents of medical treatment and cost breakdown were greatly altered due to the treatment and cost for OA itself, and the treatment and cost for comorbidities. Similar studies to investigate such a trend may help predict necessary resources and social needs. Thus, further investigation utilizing other databases is needed.
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Doane MJ, Gupta S, Fang J, Laflamme AK, Vo P. The Humanistic and Economic Burden of Migraine in Europe: A Cross-Sectional Survey in Five Countries. Neurol Ther 2020; 9:535-549. [PMID: 32542532 PMCID: PMC7606377 DOI: 10.1007/s40120-020-00196-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Prior studies have estimated the burden of migraine in patients suffering from ≥ 4 monthly headache days (MHDs), but the burden experienced by migraineurs suffering from one to three (1-3) MHDs is unknown. The aim of this study was to examine the incremental burden of migraine in terms of health-related quality of life (HRQoL), impairments to work and daily activities, and healthcare resource utilization (HRU) in five European countries (France, Germany, Italy, Spain, and the UK (EU5]), by comparing migraineurs with ≥ 4 MHDs and migraineurs with 1-3 MHDs. METHODS The sample for this retrospective cross-sectional study was collected from the 2017 National Health and Wellness Survey (N = 62,000). The Short-Form 12-Item Health Survey Instrument, version-2 physical and mental component summary (PCS and MCS) scores, Short-Form 6-dimensions (SF-6D), EuroQoL 5-dimensions (EQ-5D) and EuroQoL visual analog scale (VAS) scores, impairments to work productivity and daily activities (Work Productivity and Activity Impairment [WPAI] Questionnaire) scores, and HRU were compared between migraineur groups with ≥ 4 MHDs (4-7, intermediate-frequency episodic migraine; 8-14, high-frequency episodic migraine; ≥ 15 chronic migraine) and the migraineur subgroup with 1-3 MHDs (low-frequency episodic migraine) using generalized linear modeling after adjusting for covariates. RESULTS Data from a total of 62,000 survey respondents were examined, of whom 1323 and 1569 were considered to have 1-3 MHDs and ≥ 4 MHDs (4-7 MHDs [n = 783]; 8-14 MHDs [n = 429]; ≥ 15 MHDs [n = 357]), respectively. The adjusted HRQoL was significantly lower in the 4-7 MHDs (for MCS and SF-6D scores; p < 0.0001) and 8-14 MHDs subgroups (for MCS, SF-6D, EQ-5D, and EuroQoL VAS scores, p < 0.0001; for PCS scores, p = 0.0007) than in the 1-3 MHDs subgroup. Migraineurs with 4-7 and 8-14 MHDs reported higher activity impairment and more frequent visits to healthcare providers (all p < 0.0001) and neurologists (p = 0.0006 and p < 0.0001, respectively) compared to the 1-3 MHDs subgroup. Migraineurs with ≥ 15 MHDs had significantly lower HRQoL and increased WPAI scores and HRU than the 1-3 MHDs subgroup. CONCLUSIONS This study provides evidence supporting the incremental burden of migraine, characterized by poorer HRQoL and increased WPAI scores and greater HRU, among migraineurs experiencing ≥ 4 MHDs compared with migraineurs experiencing 1-3 MHDs in the EU5.
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Affiliation(s)
| | - Shaloo Gupta
- Kantar, 3 World Trade Center, 35th Floor, New York, NY, 10007, USA.
| | - Juanzhi Fang
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ, 07936, USA
| | | | - Pamela Vo
- Novartis Pharma AG, Fabrikstr. 12, 4002, Basel, Switzerland
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Social determinants and other aspects associated with rheumatic diseases in the Brazilian population: a cross-sectional study based on the National Health Survey (PNS2013). ACTA ACUST UNITED AC 2020; 78:118. [PMID: 33292624 PMCID: PMC7670617 DOI: 10.1186/s13690-020-00502-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 11/05/2020] [Indexed: 11/12/2022]
Abstract
Background Rheumatic diseases are increasingly present in the world population, represented by chronic joint and musculoskeletal pain. Among them, osteoarthritis (OA) is the most prevalent. It is considered the third most prevalent chronic non-communicable disease in the Brazilian population, being responsible for a high rate of physical disability and reduced quality of life. Little has been discussed about the social factors associated with this health condition. This study aimed to analyze the social factors associated with arthritis in the Brazilian population. Methods This is a cross-sectional study based on data from the 2013 National Health Survey in Brazil with arthritis as its main outcome. Sex, age, body weight, usual activities, physical activity, self-perceived health and diagnosis of depression were analyzed as independent variables. Descriptive and inferential statistics were used. Poisson multiple regression was performed, and the prevalence ratio (PR) and confidence interval (CI) of 95% were calculated using a significance level of 5% (p ≤ 0.05). Results A total of 60,202 individuals of both sexes took part in this study and the rheumatic diseases or arthrtitis prevalence was 6.4%. The individual factors associated with a higher prevalence of arthritis were female (PR = 2.09; CI = 1.95–2.25), age over 35 years (PR = 2.88; CI = 2.57–3.24) and excess body weight (PR = 1.61; CI = 1.25–2.07). The presence of rhemautic diseases showed an association with lower performance of usual activities (PR = 1.61; CI = 1.50–1.73) and self-perceived health as very poor (PR = 3.96; CI = 3.31–4.72). In addition, it was associated with a higher prevalence of mental illnesses such as depression (PR = 1.77; CI = 1.64–1.90). Conclusion Social and modifiable factors which are associated with a higher prevalence of arthritis can be controlled through incentive measures such as social participation and physical activity.
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Suchting R, Kapoor S, Mathis KB, Ahn H. Changes in Experimental Pain Sensitivity from Using Home-Based Remotely Supervised Transcranial Direct Current Stimulation in Older Adults with Knee Osteoarthritis. PAIN MEDICINE 2020; 21:2676-2683. [PMID: 32869092 DOI: 10.1093/pm/pnaa268] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
OBJECTIVE The present study examined the effects of home-based remotely supervised transcranial direct current stimulation on quantitative sensory testing measurements in older adults with knee osteoarthritis. Participants were hypothesized to experience improved pain measurements over time. DESIGN Open-label, single-arm trial. SETTING Southeast Texas between March and November 2018 at a nursing school and participant homes. SUBJECTS Older adults (aged 50-85 years) with self-reported unilateral or bilateral knee osteoarthritis pain who met eligibility criteria set by the American College of Rheumatology. METHODS The intervention was applied with a constant current intensity for 20 minutes every weekday for two weeks (10 total sessions). Quantitative measures of pain were collected three times over 10 days (days 1, 5, and 10) and included heat threshold and tolerance, pressure pain threshold, punctate mechanical pain, pain, and conditioned pain modulation. Analyses used nonparametric tests to evaluate differences between day 1 and day 10. Generalized linear mixed models were then used to evaluate change across all three time points for each measure. Bayesian inference was used to provide the posterior probability of longitudinal effects. RESULTS Nonparametric tests found improvements in seven measures, and longitudinal models supported improvements in 10 measures, with some nonlinear effects. CONCLUSIONS The home-based, remotely supervised intervention improved quantitative measurements of pain in older adults with knee osteoarthritis. This study contributes to the growing body of literature supporting home-based noninvasive stimulation interventions.
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Affiliation(s)
- Robert Suchting
- Faillace Department of Psychiatry and Behavioral Sciences, UTHealth McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Shweta Kapoor
- Faillace Department of Psychiatry and Behavioral Sciences, UTHealth McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Kenneth B Mathis
- Department of Orthopedic Surgery, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Hyochol Ahn
- Department of Research, Cizik School of Nursing, University of Texas Health Science Center at Houston, Houston, Texas, USA
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Marks D, Comans T, Bisset L, Thomas M, Scuffham PA. Shoulder pain cost-of-illness in patients referred for public orthopaedic care in Australia. AUST HEALTH REV 2020; 43:540-548. [PMID: 30318033 DOI: 10.1071/ah17242] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 06/25/2018] [Indexed: 11/23/2022]
Abstract
Objective The aim of this study was to calculate the societal economic burden of shoulder pain in patients on the orthopaedic waiting list at an Australian public hospital and calculate the cost (from the government's perspective) of care delivered by the hospital for those patients. Methods A cost-of-illness analysis was undertaken in a cohort of 277 orthopaedic patients on the Gold Coast in Australia. Outcomes included a health care costs and impacts questionnaire, work absenteeism, presenteeism questionnaires (Work Limitations Questionnaire (WLQ) and Work Productivity and Activity Impairment Questionnaire (WPAI)) and hospital care provision over a 2-year period. Results The mean societal cost of healthcare and domestic support was AU$20.72 per day (AU$7563 annually) per patient on the orthopaedic waiting list. When absenteeism and presenteeism were included, the cost per patient who was employed was AU$38.04 per day (AU$13885 annually) calculated with the WLQ and AU$61.31 per day (AU$22378 annually) calculated with the WPAI. The mean per-patient cost to government of public hospital care was AU$2622 in Year 1 and AU$3835.78 (s.d. 4961.28) over 2 years. The surgical conversion rate was 22%, and 51% of hospital care cost was attributable to outpatient services. Conclusions Public orthopaedic shoulder waiting lists create a large economic burden for society; few referrals require surgery and just over half the hospital care costs are for out-patient services. New models of care that better manage shoulder pain and identify surgical candidates before orthopaedic referral could reduce this burden. What is known about the topic? Little is known about the cost of shoulder pain in Australia, or the cost of patients referred for public orthopaedic care. What does this paper add? This article quantifies the costs of shoulder pain and the value of lost production from shoulder pain. The time spent waiting for public hospital orthopaedic appointments and the costs associated with waiting demonstrate that the time spent on a waiting list is a key driver of the economic burden. What are the implications for practitioners? Greater resourcing to reduce public orthopaedic shoulder waiting lists may be helpful, but system change is also required. Earlier and more accurate identification of surgical cases could reduce inefficient referrals and improve hospital productivity. Collaboration between clinicians and policy makers is needed to design more economically efficient shoulder care.
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Affiliation(s)
- Darryn Marks
- Gold Cost Hospital and Health Service, Gold Coast University Hospital, 1 Hospital Boulevard, Southport, Qld 4215, Australia.
| | - Tracy Comans
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Level 2,Building 33, Princess Alexandra Hospital, Woolloongabba, Qld 4102, Australia. Email
| | - Leanne Bisset
- Menzies Health Institute Queensland, Griffith University, Parklands Drive, Southport, Qld 4222, Australia. Email
| | - Michael Thomas
- Gold Cost Hospital and Health Service, Gold Coast University Hospital, 1 Hospital Boulevard, Southport, Qld 4215, Australia.
| | - Paul A Scuffham
- Centre for Applied Health Economics, School of Medicine, Griffith University, Sir Samuel Griffith Centre, Nathan, Qld 4111, Australia.
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Rejas-Gutierrez J, Llopart-Carles N, García-López S, Darbà J. Disease burden on health care by pain severity and usual analgesic treatment in patients with symptomatic osteoarthritis: a Spanish nationwide health survey. Expert Rev Pharmacoecon Outcomes Res 2020; 21:711-719. [PMID: 32772591 DOI: 10.1080/14737167.2020.1807943] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND Osteoarthritis (OA) pain is a health care highly demanding and costing condition. OBJECTIVE To estimate disease burden on health care in OA in Spain, determining whether burden differs by pain severity and usual analgesic treatment. METHODS A cross-sectional design using the 2017-Spanish-National-Health-Survey was used to abstract data of 5,234 adult patients (women 70.8%; 69.9 years) with a self-reported physician OA diagnosis. Patients were assembled according to pain severity (no/mild, moderate, severe) and use of usual analgesia (treated [66.5%]/untreated). Healthcare resource utilization (HRU) and corresponding costs were expressed Per-Patient-Per-Year (PPPY) and adjusted for covariates. RESULTS Average (SD) healthcare cost was €2,274 (5,461) PPPY, with costs linked to outpatient medical visits being the major driver; ~43%. Adjusted PPPY medical visits, days of hospitalization, other healthcare visits, and corresponding costs were significantly higher in severe pain OA patients, compared to moderate or mild/no pain regardless of being currently treated with usual analgesics or not (p < 0.001). Treated OA patients showed higher HRU and costs than untreated patients. CONCLUSIONS Severity of pain was the main driver of HRU and costs in OA patients from a nationwide representative survey in Spain. These findings seem to be more consistent in treated versus not treated patients with usual analgesics.
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Affiliation(s)
- Javier Rejas-Gutierrez
- Master in Health Assessment and Market Access, Universidad Carlos III, Madrid, Spain.,Health Economics and Outcomes Research Department, Pfizer, SLU, Alcobendas (Madrid), Spain
| | | | - Sofía García-López
- Master in Health Assessment and Market Access, Universidad Carlos III, Madrid, Spain
| | - Josep Darbà
- Department of Economics, Universitat de Barcelona, Barcelona, Spain
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The Burden of Pain Associated with Osteoarthritis in the Hip or Knee from the Patient's Perspective: A Multinational Cross-Sectional Study. Adv Ther 2020; 37:3985-3999. [PMID: 32729010 PMCID: PMC7444392 DOI: 10.1007/s12325-020-01445-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Indexed: 01/11/2023]
Abstract
Introduction To evaluate, from the patient’s perspective, the burden of pain associated with hip/knee osteoarthritis (OA) in the USA and selected European Union (EU) countries. Methods Data were drawn from the 2017 global Adelphi OA Disease Specific Programme™ (DSP). Patients with hip/knee OA were stratified based on pain intensity and the presence/absence of current opioid use. Outcomes included Western Ontario and McMaster Universities Osteoarthritis Index scores, functional limitations, unmet treatment needs, Charlson Comorbidity Index, relevant comorbid conditions, the 5-dimension 5-level EuroQol, and the Work Productivity and Activity Impairment Questionnaire: Specific Health Problem. Bivariate testing compared outcomes using patients with no/mild pain without opioid use as the reference group. Results The study population comprised 2170 patients (US: n = 623 [28.7%]; EU: n = 1547 [71.3%]) with knee (54.9%), hip (24.6%), or knee/hip (20.5%) OA. Mean (SD) age was 66.4 (11.2) years. Patients had no/mild pain without opioid use (39.6%), no/mild pain with opioid use (10.2%), moderate/severe pain without opioid use (30.6%), and moderate/severe pain with opioid use (19.7%). Compared with the reference group, patients with moderate/severe pain reported significantly (p < 0.05) higher functional limitations, greater use of ≥ 3 treatments and treatment dissatisfaction, reduced quality of life, and impaired work productivity and activity. The burden was highest with moderate/severe pain with opioid use. Results were generally similar in the US and EU cohorts. Conclusions The results from this multinational cross-sectional study indicate that the impact of OA pain is multidimensional, worsened by increasing pain intensity, and may not be adequately addressed by current treatment strategies. Electronic supplementary material The online version of this article (10.1007/s12325-020-01445-4) contains supplementary material, which is available to authorized users.
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Gandhi K, Wei W, Huang A, Wang L, Iyer R, Katz NP. A Real-World Study Using Claims Data to Evaluate Possible Failure of Opioid Treatment Regimens Among Patients with Hip and/or Knee Osteoarthritis in the US. CLINICOECONOMICS AND OUTCOMES RESEARCH 2020; 12:285-297. [PMID: 32606845 PMCID: PMC7293383 DOI: 10.2147/ceor.s244329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 04/10/2020] [Indexed: 01/02/2023] Open
Abstract
Background Although opioids may be used in the management of pain in patients with osteoarthritis (OA), there is a dearth of real-world data characterizing opioid regimen failure in these patients. Objective Using claims data, this study explored measures that may be potentially indicative of opioid treatment failure and the association of such potential failure with health care resource utilization (HRU) and costs. Patients and Methods Using a national employer-sponsored insurance claims database covering the years 2011–2016, this retrospective longitudinal study identified adults with hip/knee osteoarthritis who filled ≥1 opioid prescription (index event) and had continuous health plan enrollment 6 months pre- and ≥12 months post-index. Index opioid regimen intensity was defined in the 3-month post-index period by frequency, average daily dose, and duration of action. Possible index opioid regimen failure was defined as an increase in opioid regimen intensity, addition of a non-opioid pain medication, joint surgery, or opioid-abuse-related events. One-year follow-up HRU and costs were compared between those with possible treatment failure and those without. Results Among 271,512 OA patients (61.5% knee; 11.1% hip; 27.4% both), 34.9% met the definition of possible index opioid regimen failure within a year: increased regimen intensity (16.1%), joint surgery (14.0%), addition of non-opioid pain medication (11.4%), and opioid-abuse-related events (1.9%). Rates of possible failure generally increased with higher index regimen intensity. Compared with those who did not fail, those who potentially failed their index treatment regimen had significantly higher HRU (P<0.001), and all-cause ($36,699 vs $15,114) and osteoarthritis-related costs ($17,298 vs $1,967) (both P<0.0001). Conclusion Among OA patients treated with opioids, approximately one-third may fail their index opioid regimen within a year and incur significantly higher HRU and costs than those without. Further research is needed to validate these findings with clinical outcomes.
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Affiliation(s)
| | - Wenhui Wei
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | | | - Li Wang
- STATinMED Research, Dallas, TX, USA
| | - Ravi Iyer
- Teva Pharmaceutical Industries, Frazer, PA, USA
| | - Nathaniel P Katz
- Analgesic Solutions, Wayland, MA, USA.,Tufts University School of Medicine, Boston, MA, USA
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Shah D, Zhao X, Wei W, Gandhi K, Dwibedi N, Webster L, Sambamoorthi U. A Longitudinal Study of the Association of Opioid Use with Change in Pain Interference and Functional Limitations in a Nationally Representative Cohort of Adults with Osteoarthritis in the United States. Adv Ther 2020; 37:819-832. [PMID: 31875300 PMCID: PMC7004429 DOI: 10.1007/s12325-019-01200-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Indexed: 11/22/2022]
Abstract
Introduction Real-world data are sparse on longitudinal associations of opioid use with pain interference with activities (PIA) and daily function with osteoarthritis (OA) in the USA. Methods Data from the 2010–2015 Medical Expenditure Panel Surveys were analyzed for community-dwelling adults with OA. Opioid use patterns were defined as persistent, intermittent, and no use. Evaluated outcomes were a change in PIA and functional limitations (activities of daily living [ADL], instrumental ADL [IADL], social and work activities, and cognitive function). Multivariable regression analyses explored the association of persistent/intermittent versus no opioid use with PIA and functional limitations. Results were weighted for the US population. Results Among 4172 patients (66.2% female, 80.8% white, mean age 61.7 years), 62.1% reported no PIA change at follow-up, 17.9% worsened, and 20.0% improved. Although 51.0–93.1% of patients reported no functional limitations, 3.8–13.1% worsened (1.1–11.3% improved). Relative to no opioid use, persistent users had higher odds of severe/extreme PIA (adjusted odds ratio [AOR], 2.91; 95% confidence interval [CI], 1.95–4.32; P < 0.001) and moderate PIA (AOR, 2.04; 95% CI, 1.31–3.20; P < 0.01) at follow-up. For patients with baseline functional limitations, persistent opioid users were more likely to report physical and work limitations at follow-up (both P < 0.05). For patients without baseline functional limitations, persistent opioid users had higher odds than those without use of reporting IADL, physical, social, and cognitive limitations at follow-up (all P < 0.05); intermittent users were more likely to report physical and social limitations (both P < 0.05). Conclusions Persistent opioid use for pain in patients with OA appeared to be associated with poorer PIA and functional outcomes, regardless of baseline functional status. These findings highlight the importance of patient-reported outcomes for opioid benefit–risk assessment and suggest the need for alternative analgesic approaches.
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Bobos P, Nazari G, Szekeres M, Lalone EA, Ferreira L, MacDermid JC. The effectiveness of joint-protection programs on pain, hand function, and grip strength levels in patients with hand arthritis: A systematic review and meta-analysis. J Hand Ther 2020; 32:194-211. [PMID: 30587434 DOI: 10.1016/j.jht.2018.09.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 08/23/2018] [Accepted: 09/22/2018] [Indexed: 02/03/2023]
Abstract
STUDY DESIGN Systematic review with meta-analysis. INTRODUCTION Joint protection (JP) has been developed as a self-management intervention to assist people with hand arthritis to improve occupational performance and minimize joint deterioration over time. PURPOSE OF THE STUDY We examined the effectiveness between JP and usual care/control on pain, hand function, and grip strength levels for people with hand osteoarthritis and rheumatoid arthritis. METHODS A search was performed in 5 databases from January 1990 to February 2017. Two independent assessors applied Cochrane's risk of bias tool, and a Grading of Recommendations Assessement, Development and Evaluation (GRADE) approach was adopted. RESULTS For pain levels at short term, we found similar effects between JP and control standardized mean difference (SMD; -0.00, 95% confidence interval [CI]: -0.42 to 0.42, I2 = 49%), and at midterm and long-term follow-up, JP was favored over usual care SMD (-0.32, 95% CI: -0.53 to -0.11, I2 = 0) and SMD (-0.27, 95% CI: -0.41 to -0.12, I2 = 9%), respectively. For function levels at midterm and long-term follow-up, JP was favored over usual care SMD (-0.49, 95% CI: -0.75 to -0.22, I2 = 34%) and SMD (-0.31, 95% CI: -0.50 to -0.11, I2 = 56%), respectively. For grip strength levels, at long term, JP was inferior over usual care mean difference (0.93, 95% CI: -0.74 to 2.61, I2 = 0%). CONCLUSIONS Evidence of very low to low quality indicates that the effects of JP programs compared with usual care/control on pain and hand function are too small to be clinically important at short-, intermediate-, and long-term follow-ups for people with hand arthritis.
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Affiliation(s)
- Pavlos Bobos
- Department of Health and Rehabilitation Sciences, Western's Bone and Joint Institute, Western University, London, ON, Canada.
| | - Goris Nazari
- Department of Health and Rehabilitation Sciences, Western's Bone and Joint Institute, Western University, London, ON, Canada
| | | | - Emily A Lalone
- Faculty of Engineering, Department of Mechanical and Materials Engineering, Western University, ON, Canada
| | - Louis Ferreira
- Roth
- McFarlane Hand & Upper Limb Centre (HULC) St. Joseph's Health Care, London, ON, Canada
| | - Joy C MacDermid
- Physical Therapy and Surgery, Western University, London, ON and Co-director Clinical Research Lab, Hand and Upper Limb Centre, St. Joseph's Health Centre, London, ON; Rehabilitation Science McMaster University, Hamilton, ON, Canada
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Wei W, Gandhi K, Blauer-Peterson C, Johnson J. Impact of Pain Severity and Opioid Use on Health Care Resource Utilization and Costs Among Patients with Knee and Hip Osteoarthritis. J Manag Care Spec Pharm 2020; 25:957-965. [PMID: 31456495 PMCID: PMC10398182 DOI: 10.18553/jmcp.2019.25.9.957] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Osteoarthritis (OA) is the most common form of arthritis. The primary symptom of OA-pain-increases the disease burden by negatively affecting daily activities and quality of life. Opioids are often prescribed for treating pain in patients with OA but have questionable benefit-risk profiles. There is limited evidence on the economic impact of pain severity and opioid use among patients with OA. OBJECTIVES To (a) evaluate the association of pain severity with health care resource utilization (HRU) and costs among patients with knee/hip OA and (b) characterize the association of opioid use with HRU and costs while controlling for pain severity. METHODS Using deterministically linked health care claims data and electronic health records from the Optum Research Database, this retrospective cohort study included commercial and Medicare Advantage Part D enrollees who were diagnosed with knee/hip OA during the January 1, 2010-December 31, 2016 time period and had ≥ 1 pain score (11-point Likert scale: 0 = no pain, 10 = worst possible pain) between the first OA diagnosis date and October 2016. The index date was the date of the evaluated pain score; HRU and costs were observed over the 3-month postindex period. For patients with multiple pain scores, each episode required a 3-month post-index follow-up period. Generalized estimating equation models, adjusted for multiple observation panels per patient and baseline variables that may contribute to HRU and costs (age, sex, race/ethnicity, region, insurance type, integrated delivery network, body mass index, pain medication use, provider specialty, Charlson Comorbidity Index score, and other select comorbid conditions), were used to estimate all-cause and OA-related costs expressed as per patient per month (PPPM). Comparisons were performed for moderate (score 4-6) and severe (score 7-10) pain episodes versus no/mild pain episodes (score 0-3) and those with baseline opioid use versus those without. RESULTS Included were 35,861 patients with knee/hip OA (mean age 66.5 years; 64.7% women) who had 70,716 pain episodes (58% mild, 23% moderate, 19% severe, and 37.0% with baseline opioid use). When controlling for other potential confounding factors, moderate/severe pain episodes were associated with higher all-cause and OA-related HRU than mild pain episodes. Relative to mild pain episodes, moderate/severe pain episodes were also associated with significantly higher adjusted average all-cause PPPM costs ($1,876/$1,840 vs. $1,602), and OA-related PPPM costs ($550/$577 vs. $394; all P < 0.05). Baseline opioid use was associated with significantly higher all-cause PPPM costs versus no opioid use (mild, $1,735 vs. $1,492; moderate, $2,034 vs. $1,755; severe, $2,100 vs. $1,643, all P < 0.001), and a higher likelihood of incurring OA-related costs relative to those without (P < 0.001). CONCLUSIONS These results provide evidence of the economic impact of opioid use and inadequate pain control by demonstrating that increased pain severity and opioid use in patients with OA were independently associated with higher HRU and costs. Additional studies should confirm causality between opioid use and HRU and costs, taking into consideration underlying OA characteristics. DISCLOSURES Funding for this study was contributed by Regeneron Pharmaceuticals and Teva Pharmaceutical Industries. Wei is an employee at Regeneron Pharmaceuticals, with stock ownership. Gandhi was an employee at Teva Pharmaceutical Industries, with stock ownership, at the time of this study. Blauer-Peterson and Johnson are employees of Optum, which was contracted to conduct the research for this study.
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Affiliation(s)
- Wenhui Wei
- Regeneron Pharmaceuticals, Tarrytown, New York
| | - Kavita Gandhi
- Teva Pharmaceutical Industries, Frazer, Pennsylvania
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Lin Z, Li Z, Li EN, Li X, Del Duke CJ, Shen H, Hao T, O'Donnell B, Bunnell BA, Goodman SB, Alexander PG, Tuan RS, Lin H. Osteochondral Tissue Chip Derived From iPSCs: Modeling OA Pathologies and Testing Drugs. Front Bioeng Biotechnol 2019; 7:411. [PMID: 31921815 PMCID: PMC6930794 DOI: 10.3389/fbioe.2019.00411] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Accepted: 11/27/2019] [Indexed: 01/17/2023] Open
Abstract
Osteoarthritis (OA) is a chronic disease mainly characterized by degenerative changes in cartilage, but other joint elements such as bone are also affected. To date, there are no disease-modifying OA drugs (DMOADs), owing in part to a deficiency of current models in simulating OA pathologies and etiologies in humans. In this study, we aimed to develop microphysiological osteochondral (OC) tissue chips derived from human induced pluripotent stem cells (iPSCs) to model the pathologies of OA. We first induced iPSCs into mesenchymal progenitor cells (iMPCs) and optimized the chondro- and osteo-inductive conditions for iMPCs. Then iMPCs were encapsulated into photocrosslinked gelatin scaffolds and cultured within a dual-flow bioreactor, in which the top stream was chondrogenic medium and the bottom stream was osteogenic medium. After 28 days of differentiation, OC tissue chips were successfully generated and phenotypes were confirmed by real time RT-PCR and histology. To create an OA model, interleukin-1β (IL-1β) was used to challenge the cartilage component for 7 days. While under control conditions, the bone tissue promoted chondrogenesis and suppressed chondrocyte terminal differentiation of the overlying chondral tissue. Under conditions modeling OA, the bone tissue accelerated the degradation of chondral tissue which is likely via the production of catabolic and inflammatory cytokines. These findings suggest active functional crosstalk between the bone and cartilage tissue components in the OC tissue chip under both normal and pathologic conditions. Finally, a selective COX-2 inhibitor commonly prescribed drug for OA, Celecoxib, was shown to downregulate the expression of catabolic and proinflammatory cytokines in the OA model, demonstrating the utility of the OC tissue chip model for drug screening. In summary, the iPSC-derived OC tissue chip developed in this study represents a high-throughput platform applicable for modeling OA and for the screening and testing of candidate DMOADs.
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Affiliation(s)
- Zixuan Lin
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Xiangya School of Medicine, Central South University, Changsha, China
| | - Zhong Li
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Eileen N. Li
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA, United States
| | - Xinyu Li
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA, United States
| | - Colin J. Del Duke
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - He Shen
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Tingjun Hao
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA, United States
| | - Benjamen O'Donnell
- Department of Pharmacology, Center for Stem Cell Research, Tulane University School of Medicine, New Orleans, LA, United States
| | - Bruce A. Bunnell
- Department of Pharmacology, Center for Stem Cell Research, Tulane University School of Medicine, New Orleans, LA, United States
| | - Stuart B. Goodman
- Department of Orthopaedic Surgery and Bioengineering, Stanford University, Stanford, CA, United States
| | - Peter G. Alexander
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Rocky S. Tuan
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA, United States
- McGowan Institute for Regenerative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Hang Lin
- Department of Orthopaedic Surgery, Center for Cellular and Molecular Engineering, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA, United States
- McGowan Institute for Regenerative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
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Rogers M, Dart S, Odum S, Fleischli J. A Cost-Effectiveness Analysis of Isolated Meniscal Repair Versus Partial Meniscectomy for Red-Red Zone, Vertical Meniscal Tears in the Young Adult. Arthroscopy 2019; 35:3280-3286. [PMID: 31785758 DOI: 10.1016/j.arthro.2019.06.026] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 06/07/2019] [Accepted: 06/13/2019] [Indexed: 02/02/2023]
Abstract
PURPOSE To evaluate the cost-effectiveness of treating isolated red-red zone, vertical meniscal tears with either isolated meniscal repair (IMR) or partial meniscectomy (PM) in the young adult using conservative modeling. METHODS A decision-analytic Markov disease progression model with a 40-year horizon was created simulating outcomes after IMR or PM for an isolated meniscal tear. Event probabilities, costs, and utilities were used for the index procedures, and the development of osteoarthritis (OA) and subsequent need for knee arthroplasty were calculated or selected from the published literature. Differences in cost, difference in quality-adjusted life years (QALYs), and the incremental cost effect ratio were calculated to determine which index procedure is most cost effective. RESULTS Total direct costs from PM were modeled at $38,648, and the total direct costs of IMR were $23,948, resulting in a projected cost savings of $14,700 with IMR. There was a modeled gain in QALYs of 17 for PM and 21 for IMR, resulting in an increase in 4 QALYs for the IMR treatment group. This results in an incremental cost effect ratio of $3,935 per QALY, favoring IMR as the dominant procedure. CONCLUSIONS Meniscal repair for isolated red-red zone, vertical meniscal tears was predicted to have lower direct costs and improve QALYs compared with partial meniscectomy over 40-year modeling, indicating isolated meniscal repair to be the cost-effective procedure in the treatment of an isolated meniscal tear in the young adult population. LEVEL OF EVIDENCE Level 3: economic and decision analysis.
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Affiliation(s)
- Mark Rogers
- OrthoAlabama Spine and Sports, Birmingham, Alabama, U.S.A
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Doane MJ, Gupta S, Vo P, Laflamme AK, Fang J. Associations Between Headache-Free Days and Patient-Reported Outcomes Among Migraine Patients: A Cross-Sectional Analysis of Survey Data in Europe. Pain Ther 2019; 8:203-216. [PMID: 31350710 PMCID: PMC6857199 DOI: 10.1007/s40122-019-0133-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION Migraine imposes a substantial burden on patients, society, and healthcare systems. This study aimed to assess the associations between the number of headache-free days (HFDs) and health-related quality of life (HRQoL), work productivity and activity impairment (WPAI), and healthcare resource utilization (HRU) in patients with migraine in the EU5 (France, Germany, Italy, Spain, and the United Kingdom). METHODS This retrospective cross-sectional study collected survey responses from adults aged ≥ 18 years from the 2017 National Health and Wellness Survey (N = 62,000). Migraine patients with a physician's diagnosis of migraine and who had experienced at least 4 monthly headache days in the prior month were included (N = 1569). Number of HFDs was compared with Short-Form 12-Item Survey Instrument, version 2 (SF-12v2) physical and mental component summary scores (PCS and MCS), Short-Form-6D (SF-6D) and EuroQoL-5D (EQ-5D) scores, WPAI, and HRU in migraine patients. Correlation analyses were conducted to test the bivariate associations, whereas generalized linear models were used for multivariable analyses. RESULTS An increase of 1 HFD was associated with average increases of 0.171, 0.306, 0.003, and 0.008 points for MCS, PCS, SF-6D utility score, and EQ-5D index score, respectively (p < 0.001 for all). Extrapolating the results to a tenfold increase in monthly HFDs corresponded to clinically meaningful increases in PCS and EQ-5D scores. An increase of 1 HFD was associated with expected average decreases in absenteeism of 3.9% and presenteeism of 2.1%. Further, an increase of 1 HFD was associated with expected decreases in HCP visits and neurologist visits of 1.0% and 4.7%, respectively. CONCLUSION An increase in the number of HFDs was associated with better health-related outcomes in patients suffering from migraine. Further, the results demonstrate a need for more effective treatments that can reduce migraine frequency and thus improve HRQoL, increase work productivity, and reduce both activity impairment and HRU. FUNDING Novartis Pharma AG, Switzerland.
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Affiliation(s)
| | | | - Pamela Vo
- Novartis Pharma AG, Fabrikstr. 12, 4002, Basel, Switzerland
| | | | - Juanzhi Fang
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ, 07936, USA
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Marshall DA, Liu X, Barnabe C, Yee K, Faris PD, Barber C, Mosher D, Noseworthy T, Werle J, Lix L. Existing comorbidities in people with osteoarthritis: a retrospective analysis of a population-based cohort in Alberta, Canada. BMJ Open 2019; 9:e033334. [PMID: 31753902 PMCID: PMC6887009 DOI: 10.1136/bmjopen-2019-033334] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVES The purpose of this study is to estimate the prevalence of comorbidities among people with osteoarthritis (OA) using administrative health data. DESIGN Retrospective cohort analysis. SETTING All residents in the province of Alberta, Canada registered with the Alberta Health Care Insurance Plan population registry. PARTICIPANTS 497 362 people with OA as defined by 'having at least one OA-related hospitalization, or at least two OA-related physician visits or two ambulatory care visits within two years'. PRIMARY OUTCOME MEASURES We selected eight comorbidities based on literature review, clinical consultation and the availability of validated case definitions to estimate their frequencies at the time of diagnosis of OA. Sex-stratified age-standardised prevalence rates per 1000 population of eight clinically relevant comorbidities were calculated using direct standardisation with 95% CIs. We applied χ2 tests of independence with a Bonferroni correction to compare the percentage of comorbid conditions in each age group. RESULTS 54.6% (n=2 71 794) of people meeting the OA case definition had at least one of the eight selected comorbidities. Females had a significantly higher rate of comorbidities compared with males (standardised rates ratio=1.26, 95% CI 1.25 to 1.28). Depression, chronic obstructive pulmonary disease (COPD) and hypertension were the most prevalent in both females and males after age-standardisation, with 40% of all cases having any combination of these comorbidities. We observed a significant difference in the percentage of comorbidities among age groups, illustrated by the youngest age group (<45 years) having the highest percentage of cases with depression (24.6%), compared with a frequency of 16.1% in those >65 years. CONCLUSIONS Our findings highlight the high frequency of comorbidity in people with OA, with depression having the highest age-standardised prevalence rate. Comorbidities differentially affect females, and vary by age. These factors should inform healthcare programme and delivery.
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Affiliation(s)
- Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
- Department of Medicine, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
- McCaig Bone and Joint Health Institute, Calgary, Alberta, Canada
- O'Brien Institute for Public Health, Calgary, Alberta, Canada
| | - Xiaoxiao Liu
- Department of Community Health Sciences, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
- McCaig Bone and Joint Health Institute, Calgary, Alberta, Canada
- O'Brien Institute for Public Health, Calgary, Alberta, Canada
| | - Cheryl Barnabe
- Department of Community Health Sciences, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
- Department of Medicine, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
| | - Karen Yee
- Research Facilitation, Alberta Health Services, Calgary, Alberta, Canada
| | - Peter D Faris
- Research Facilitation, Alberta Health Services, Calgary, Alberta, Canada
| | - Claire Barber
- Department of Community Health Sciences, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
- Department of Medicine, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
| | - Dianne Mosher
- Department of Medicine, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
| | - Thomas Noseworthy
- Department of Community Health Sciences, University of Calgary, Cumming School of Medicine, Calgary, Alberta, Canada
| | - Jason Werle
- Department of Surgery, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Lisa Lix
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
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Zhao X, Shah D, Gandhi K, Wei W, Dwibedi N, Webster L, Sambamoorthi U. The association of pain interference and opioid use with healthcare utilization and costs, and wage loss among adults with osteoarthritis in the United States. J Med Econ 2019; 22:1192-1201. [PMID: 31433685 PMCID: PMC7418055 DOI: 10.1080/13696998.2019.1658590] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 08/05/2019] [Accepted: 08/19/2019] [Indexed: 12/29/2022]
Abstract
Aim: To examine associations of opioid use and pain interference with activities (PIA), healthcare resource utilization (HRU) and costs, and wage loss in noninstitutionalized adults with osteoarthritis in the United States (US). Methods: Adults with osteoarthritis identified from the Medical Expenditure Panel Survey for 2011/2013/2015 were stratified by no-opioid use with no/mild PIA, no-opioid use with moderate/severe PIA, opioid use with no/mild PIA, and opioid use with moderate/severe PIA. Outcomes included annualized total HRU, direct healthcare costs, and wage loss. Multivariable regression analyses were used for comparisons versus no-opioid use with no/mild PIA (referent). The counterfactual recycled prediction method estimated incremental costs. Results reflect weighted nationally representative data. Results: Of 4,921 participants (weighted n = 20,785,007), 46.5% had no-opioid use with no/mild PIA; 23.2% had no-opioid use with moderate/severe PIA; 9.6% had opioid use with no/mild PIA; and 20.7% had opioid use with moderate/severe PIA. Moderate/severe PIA and/or opioid use were associated with significantly higher HRU and associated costs, and wage loss. Relative to adults with no/mild PIA, opioid users with moderate/severe PIA were more likely to have hospitalizations, specialist visits, and emergency room visits (all p < .001). Relative to the referent, opioid use with no/mild PIA had higher per-patient incremental annual total healthcare costs ($11,672, 95% confidence interval [CI] = $11,435-$11,909) and wage loss ($1,395, 95% CI = $1,376-$1,414) as did opioid use with moderate/severe PIA ($13,595, 95% CI = $13,319-$13,871; and $2,331, 95% CI = $2,298-$2,363) (all p < .001). Compared with the referent, estimated excess national total healthcare costs/lost wages were $23.3 billion/$1.3 billion for opioid use with no/mild PIA, and $58.5 billion/$2.2 billion for opioid use with moderate/severe PIA. Limitations: Unobservable/unmeasured factors that could not be accounted for. Conclusions: Opioid use with moderate/severe PIA had significantly higher HRU, costs, and wage loss; opioid use was more relevant than PIA to the economic burden. These results suggest unmet needs for alternative pain management strategies.
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Affiliation(s)
- Xiaohui Zhao
- Department of Pharmaceutical Systems & Policy, Robert C. Byrd Health Sciences Center, West Virginia University School of Pharmacy, Morgantown, WV, USA
| | - Drishti Shah
- Department of Pharmaceutical Systems & Policy, Robert C. Byrd Health Sciences Center, West Virginia University School of Pharmacy, Morgantown, WV, USA
| | | | - Wenhui Wei
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | - Nilanjana Dwibedi
- Department of Pharmaceutical Systems & Policy, Robert C. Byrd Health Sciences Center, West Virginia University School of Pharmacy, Morgantown, WV, USA
| | | | - Usha Sambamoorthi
- Department of Pharmaceutical Systems & Policy, Robert C. Byrd Health Sciences Center, West Virginia University School of Pharmacy, Morgantown, WV, USA
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Zhao X, Shah D, Gandhi K, Wei W, Dwibedi N, Webster L, Sambamoorthi U. Clinical, humanistic, and economic burden of osteoarthritis among noninstitutionalized adults in the United States. Osteoarthritis Cartilage 2019; 27:1618-1626. [PMID: 31299387 DOI: 10.1016/j.joca.2019.07.002] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 06/18/2019] [Accepted: 07/02/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To estimate the burden of osteoarthritis (OA) among noninstitutionalized adults (≥18 years of age) in the US. DESIGN Weighted nationally representative data from the 2015 Medical Expenditure Panel Survey were used to estimate OA prevalence in noninstitutionalized adults and compare adults with OA to those without OA for clinical (pain interference with activities [PIA], functional limitations), humanistic (health-related quality-of-life [HRQoL]) and economic outcomes (healthcare costs, wage loss). Productivity/wage loss was estimated among employed working-age adults (18-64 years). Multivariable regression analyses examined the associations between OA and outcomes. RESULTS In 2015, 10.5% (25.6 million) of noninstitutionalized US adults reported having any OA. Regression analyses indicated that adults with OA were significantly more likely than those without OA to report moderate (adjusted odds ratios [AOR] 1.99; 95% confidence interval [CI] 1.65-2.40] or severe PIA (AOR 2.59; 95% CI 2.21-3.04), any functional limitation (AOR 2.51; 95% CI 2.21-2.85), and poorer HRQoL on the SF-12 version 2 Physical Component Summary score (adjusted beta [standard error] -3.88 [0.357]; P < 0.001). Adjusted incremental annual total healthcare costs and lost wages among adults with OA relative to those without OA were $1778 and $189 per person, respectively, resulting in estimated national excess costs of $45 billion and $1.7 billion, respectively. CONCLUSIONS OA affects approximately 10% of noninstitutionalized adults in the US, resulting in substantial clinical, humanistic, and economic burdens.
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Affiliation(s)
- X Zhao
- Department of Pharmaceutical Systems & Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA.
| | - D Shah
- Department of Pharmaceutical Systems & Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA.
| | - K Gandhi
- Teva Pharmaceutical Industries, Frazer, PA, USA.
| | - W Wei
- Regeneron Pharmaceuticals, Tarrytown, NY, USA.
| | - N Dwibedi
- Department of Pharmaceutical Systems & Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA.
| | - L Webster
- PRA Health Sciences, Salt Lake City, UT, USA.
| | - U Sambamoorthi
- Department of Pharmaceutical Systems & Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA.
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Ong KL, Runa M, Lau E, Altman R. Is Intra-Articular Injection of Synvisc Associated with a Delay to Knee Arthroplasty in Patients with Knee Osteoarthritis? Cartilage 2019; 10:423-431. [PMID: 29779404 PMCID: PMC6755870 DOI: 10.1177/1947603518775792] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE There is debate about the effectiveness of intra-articular (IA) hyaluronic acid (HA) injections. We asked the following questions: (1) What is the epidemiology of IA HA use in knee arthroplasty (KA) patients? (2) Is Synvisc associated with a delay to KA? (3) Is there a difference in the delay to KA with the number of HA courses? DESIGN The Optum Clinformatics data set (2006-June 2016) was used to identify patients with knee osteoarthritis (OA). Patients who did not receive IA HA were identified, along with those who received Synvisc or non-Synvisc HA. The median duration from knee OA to KA was compared using quantile regression modeling with propensity score weighting. The trend in time to KA with each HA course was evaluated. RESULTS Of 4,027,848 knee OA patients, 141,305 patients underwent KA. Overall median time from knee OA diagnosis to KA was 1.2 years (average: 1.9 ± 1.9 years; interquartile range of 0.4-2.8 years). HA patients had significantly longer adjusted median time to KA by at least 7 months (P < 0.001). After adjusting for the time to HA and number of injections, Synvisc patients had 1.7 months longer time to KA than non-Synvisc HA patients (P < 0.001). There was a trend toward longer time to KA with more HA courses. CONCLUSIONS Most KA patients did not use HA (73.7%) and when received, it was associated with a longer median time to KA by at least 7 months, though the cause and effect could not be examined. The delay to KA increased with more HA courses.
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Affiliation(s)
| | - Maria Runa
- Exponent, Inc., Philadelphia, PA, USA,Maria Runa, Exponent, Inc., 3440 Market Street, Suite 600, Philadelphia, PA 19104, USA.
| | | | - Roy Altman
- Academic Speakers of America, Agua Dulce, CA, USA
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