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Eslamian F, Shakouri SK, Mohammadpour N, Dolatkhah N, Bani S, Khanmiri FN. Reproductive history is associated with functional disabilities and symptoms in women with knee osteoarthritis: a case-control study. BMC Res Notes 2024; 17:196. [PMID: 39014517 PMCID: PMC11253450 DOI: 10.1186/s13104-024-06859-9] [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: 10/11/2023] [Accepted: 07/10/2024] [Indexed: 07/18/2024] Open
Abstract
OBJECTIVES Studies that have examined the correlation between reproductive history and knee osteoarthritis (KOA) have had heterogeneous findings. We aimed to investigate the reproductive history and its relationship with pain and physical dysfunction in women with KOA. This case-control study, comprising 204 women aged 50 and older with and without KOA recruited through random cluster sampling, was executed from February 2018 to October 2018 in the health centers of Tabriz City. The reproductive history questionnaire was completed for the subjects in two groups. Pain intensity and functional dysfunction caused by KOA were evaluated using the Visual analogue scale and the Western Ontario and McMaster index, respectively. RESULTS The women's age of menarche in the case group was significantly lower (p = 0.031), and the number of pregnancies (p = 0.017) and the average duration of breastfeeding (p = 0.039) were substantially higher than those of the control group. Older age at the first menstruation (OR = 0.851) was a protective factor, and higher parity (OR = 8.726) was a risk factor for KOA. In the women with KOA, the younger age of the mother at the birth of the first alive baby and the longer duration of breastfeeding were associated with higher pain intensity and functional disorders.
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Affiliation(s)
- Fariba Eslamian
- Physical Medicine and Rehabilitation Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Seyed Kazem Shakouri
- Physical Medicine and Rehabilitation Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Narges Mohammadpour
- Obstetrics and Gynecology Surgery Resident, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Neda Dolatkhah
- Physical Medicine and Rehabilitation Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Soheila Bani
- Physical Medicine and Rehabilitation Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
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Nelson AE, Smith JA, Alvarez C, Arbeeva L, Renner JB, Murphy LB, Jordan JM, Golightly YM, Duryea J. Associations Between Baseline and Longitudinal Semiautomated Quantitative Joint Space Width at the Hip and Incident Hip Osteoarthritis: Data From a Community-Based Cohort. Arthritis Care Res (Hoboken) 2022; 74:1978-1988. [PMID: 34219398 PMCID: PMC8727661 DOI: 10.1002/acr.24742] [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: 02/13/2021] [Revised: 06/17/2021] [Accepted: 07/01/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To evaluate quantitative joint space width (JSW) at 10-, 30-, and 50-degree locations in relation to incident radiographic and symptomatic hip osteoarthritis (HOA) in a community-based cohort. METHODS Data were from Johnston County OA Project participants with supine hip radiographs at each of 4 time points; all had Kellgren/Lawrence (K/L) grades and quantitative JSW. We assessed covariates (age, race, height, weight, body mass index [BMI]) associated with quantitative JSW and hip-level associations between quantitative JSW and HOA over time using sex-stratified and multivariable-adjusted linear mixed models. A cluster analysis with logistic regression estimated associations between quantitative JSW trajectory groups and incident radiographic HOA and symptomatic HOA. RESULTS At baseline, 397 participants (784 hips, 41% men, 24% Black, mean age 57 years) had a mean BMI of 29 kg/m2 . Over a mean of 18 years, 20% and 12% developed incident K/L grade-defined radiographic HOA or symptomatic HOA, respectively. Quantitative JSW was more sensitive to changes over time at 50 degrees. Values were stable among men but declined over time in women. Heavier women lost more quantitative JSW; changes in quantitative JSW were not significantly associated with race, education, or injury in women or men. In women only, loss of quantitative JSW over time was associated with 2-3 times higher odds of radiographic HOA and symptomatic HOA; among women and men, narrower baseline quantitative JSW was associated with these outcomes. CONCLUSION Hip quantitative JSW demonstrates marked differences in respect to sex, with significant loss over time only in women. Loss of quantitative JSW over time in women and narrower baseline quantitative JSW in men and women were associated with incident radiographic HOA and symptomatic HOA.
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Affiliation(s)
- Amanda E. Nelson
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jacquelyn A. Smith
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Rheumatology Associates, Louisville, KY
| | - Carolina Alvarez
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Liubov Arbeeva
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jordan B. Renner
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Louise B. Murphy
- Centers for Disease Control and Prevention, Atlanta, GA; Optum Life Sciences, Inc., Eden Prairie, MN
| | - Joanne M. Jordan
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Yvonne M. Golightly
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Epidemiology-Gillings School of Global Public Health, Injury Prevention Research Center, and Division of Physical Therapy-Department of Allied Health, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jeffrey Duryea
- Department of Radiology, Brigham and Women’s Hospital, Boston, MA
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Tucker A, Warnock JM, Cassidy R, Napier RJ, Beverland D. Are patient-reported outcomes the same following second-side surgery in primary hip and knee arthroplasty? Bone Jt Open 2021; 2:243-254. [PMID: 33881349 PMCID: PMC8085620 DOI: 10.1302/2633-1462.24.bjo-2020-0187.r1] [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] [Indexed: 01/08/2023] Open
Abstract
Aims Up to one in five patients undergoing primary total hip (THA) and knee arthroplasty (TKA) require contralateral surgery. This is frequently performed as a staged procedure. This study aimed to determine if outcomes, as determined by the Oxford Hip Score (OHS) and Knee Score (OKS) differed following second-side surgery. Methods Over a five-year period all patients who underwent staged bilateral primary THA or TKA utilizing the same type of implants were studied. Eligible patients had both preoperative and one year Oxford scores and had their second procedure completed within a mean (2 SDs) of the primary surgery. Patient demographics, radiographs, and OHS and OKS were analyzed. Results A total of 236 patients met the inclusion criteria, of which 122 were THAs and 114 TKAs. The mean age was 66.5 years (SD 9.4), with a 2:1 female:male ratio. THAs showed similar significant improvements in outcomes following first- and second-side surgery, regardless of sex. In contrast for TKAs, although male patients demonstrated the same pattern as the THAs, female TKAs displayed significantly less improvement in both OKS and its pain component following second-side surgery. Conclusion Female patients undergoing second-side TKA showed less improvement in Oxford and pain scores compared to the first-side. This difference in outcome following second-side surgery did not apply to male patients undergoing TKA, or to either sex undergoing THA. Cite this article: Bone Jt Open 2021;2(4):243–254.
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Luo TD, Marquez-Lara A, Stone AV, Mannava S, Howse EA, Rosas S, Schallmo MS, Atilla HA, Stubbs AJ. Diabetic hip arthropathy is associated with a higher prevalence of femoral head chondromalacia: a case-controlled study. Hip Int 2019; 29:527-534. [PMID: 30465436 DOI: 10.1177/1120700018813829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
INTRODUCTION No previous studies have characterised hip joint disease in diabetic patients undergoing hip arthroscopy. The purpose of our study was to evaluate intra-articular hip pathology and surgical variables in patients with diabetes compared to matched, non-diabetic controls. We hypothesised that diabetic patients would demonstrate a higher prevalence and severity of hip chondral pathology. METHODS We retrospectively reviewed 795 consecutive hip arthroscopies performed by a single surgeon between 2010 and 2015. Patients ⩾18 years of age without a history of diabetes served as controls and were matched based on age, sex, body mass index, duration of symptoms, and operative side. Clinical symptoms, preoperative physical examination, and radiologic and intraoperative findings were assessed. The primary outcomes were the acetabular and femoral head chondromalacia index (CMI), calculated as the product of the Outerbridge chondromalacia grade and surface area (mm2*severity). RESULTS 15 diabetic patients were matched to 137 non-diabetic controls. Diabetic patients demonstrated a higher prevalence of femoral head chondromalacia compared to controls both on magnetic resonance imaging (45.5% vs. 7.5%, p = 0.002) and during arthroscopy (100% vs. 75.9%, p = 0.042). Femoral head chondromalacia in diabetic patients had higher Outerbridge grade (2.4 vs. 2.0, p = 0.030) but similar CMI (513.0 vs. 416.4, p = 0.298) compared to controls. DISCUSSION Femoral head chondral pathology was more prevalent and of higher severity grade in diabetic patients. The prevalence, size, and severity of acetabular chondral disease were similar between diabetic and non-diabetic patients. Multivariate analysis demonstrated that diabetic status was independently associated with the presence of femoral head chondromalacia.
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Affiliation(s)
- T David Luo
- 1 Department of Orthopaedic Surgery, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Alejandro Marquez-Lara
- 1 Department of Orthopaedic Surgery, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Austin V Stone
- 2 Department of Orthopaedic Surgery, Division of Sports Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Sandeep Mannava
- 3 Department of Orthopaedics and Rehabilitation, Division of Sports Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Elizabeth A Howse
- 4 Department of Emergency Medicine, Kaiser Permanente Walnut Creek Medical Center, Walnut Creek, CA, USA
| | - Samuel Rosas
- 1 Department of Orthopaedic Surgery, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Michael S Schallmo
- 1 Department of Orthopaedic Surgery, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - H Atil Atilla
- 5 Department of Orthopaedics and Traumatology, Mevki Military Hospital, Ankara, Turkey
| | - Allston J Stubbs
- 1 Department of Orthopaedic Surgery, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
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Adeyemi WJ, Olayaki LA. Effects of salmon calcitonin and omega – 3 fatty acids on selected biomarkers in experimental diabetic – osteoarthritic rats. ACTA ACUST UNITED AC 2019. [DOI: 10.1016/j.synres.2018.100045] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Adeyemi WJ, Olayaki LA. Diabetes escalates knee osteoarthritis in rats: Evidence of adaptive mechanism. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2018; 61:1-7. [PMID: 29803977 DOI: 10.1016/j.etap.2018.05.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 05/17/2018] [Accepted: 05/19/2018] [Indexed: 06/08/2023]
Abstract
Clinical reports on the coexistence of diabetes mellitus (DM) and osteoarthritis (OA) dated back to the 1960 s. Therefore, the study investigated the effects of induced DM and/or knee osteoarthritis (KOA) on known biomarkers in male Wistar rats. Twenty rats of five animals per group were induced with DM and/or knee OA using streptozotocin plus nicotinamide and sodium monoiodoacetate. Afterwards, they were left untreated for four weeks.The results showed that pro-inflammatory and pro-oxidative events were most significantly expressed in D + OA group and least in OA group. In contrast to the other experimental groups, there was a decreased bone formation in DM group.Unexpectedly, there were significant increases in bone and cartilage degradation markers in diabetic group, relative to D + OA group. In conclusion, diabetic-osteoarthritic state is characterised by more altered biochemical profile, relative to what is probable in either disease condition. Nevertheless, this situation remains subject to the influence of endogenous homeostatic mechanisms.
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Affiliation(s)
- Wale Johnson Adeyemi
- Department of Physiology, College of Health Sciences, University of Ilorin, Ilorin, Kwara State, Nigeria.
| | - Luqman Aribidesi Olayaki
- Department of Physiology, College of Health Sciences, University of Ilorin, Ilorin, Kwara State, Nigeria.
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Hellevik AI, Johnsen MB, Langhammer A, Baste V, Furnes O, Storheim K, Zwart JA, Flugsrud GB, Nordsletten L. Metabolic syndrome as a risk factor for total hip or knee replacement due to primary osteoarthritis: a prospective cohort study (the HUNT study and the Norwegian Arthroplasty Register). Clin Epidemiol 2018; 10:83-96. [PMID: 29391831 PMCID: PMC5768432 DOI: 10.2147/clep.s145823] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Objective Biochemical changes associated with obesity may accelerate osteoarthritis beyond the effect of mechanical factors. This study investigated whether metabolic syndrome and its components (visceral obesity, hypertension, dyslipidemia and insulin resistance) were risk factors for subsequent total hip replacement (THR) or total knee replacement (TKR) due to primary osteoarthritis. Design In this prospective cohort study, data from the second survey of the Nord-Trøndelag Health Study 2 (HUNT2) were linked to the Norwegian Arthroplasty Register for identification of the outcome of THR or TKR. The analyses were stratified by age (<50, 50–69.9 and ≥70 years) and adjusted for gender, body mass index, smoking, physical activity and education. Results Of the 62,661 participants, 12,593 (20.1%) were identified as having metabolic syndrome, and we recorded 1,840 (2.9%) THRs and 1,111 (1.8%) TKRs during a mean follow-up time of 15.4 years. Cox regression analyses did not show any association between full metabolic syndrome and THR or TKR, except in persons <50 years with metabolic syndrome who had a decreased risk of THR (hazard ratio [HR] 0.58, 95% CI 0.40–0.83). However, when including only participants whose exposure status did not change during follow-up, this protective association was no longer significant. Increased waist circumference was associated with increased risk of TKR in participants <50 years (HR 1.62, 95% CI 1.10–2.39) and 50–69.9 years (HR 1.43, 95% CI 1.14–1.80). Hypertension significantly increased the risk of TKR in participants <50 years (HR 1.38, 95% CI 1.05–1.81), and this risk was greater for men. Conclusion This study found an increased risk of TKR in men <50 years with hypertension and persons <70 years with increased waist circumference. Apart from this, neither metabolic syndrome nor its components were associated with increased risk of THR or TKR due to primary osteoarthritis.
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Affiliation(s)
- Alf Inge Hellevik
- The HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Levanger.,Division of Orthopaedic Surgery, Oslo University Hospital, Oslo
| | - Marianne Bakke Johnsen
- Research and Communication Unit for Musculoskeletal Health, Division of Clinical Neuroscience, Oslo University Hospital, Oslo.,Faculty of Medicine, University of Oslo, Oslo
| | - Arnulf Langhammer
- The HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Levanger
| | | | - Ove Furnes
- The Norwegian Arthroplasty Register, Department of Orthopedic Surgery, Haukeland University Hospital, Bergen.,Department of Clinical Medicine, Institute of Medicine and Dentistry, University of Bergen, Bergen, Norway
| | - Kjersti Storheim
- Research and Communication Unit for Musculoskeletal Health, Division of Clinical Neuroscience, Oslo University Hospital, Oslo.,Faculty of Medicine, University of Oslo, Oslo
| | - John Anker Zwart
- Research and Communication Unit for Musculoskeletal Health, Division of Clinical Neuroscience, Oslo University Hospital, Oslo.,Faculty of Medicine, University of Oslo, Oslo
| | | | - Lars Nordsletten
- Division of Orthopaedic Surgery, Oslo University Hospital, Oslo.,Faculty of Medicine, University of Oslo, Oslo
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8
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Hellevik AI, Nordsletten L, Johnsen MB, Fenstad AM, Furnes O, Storheim K, Zwart JA, Flugsrud G, Langhammer A. Age of menarche is associated with knee joint replacement due to primary osteoarthritis (The HUNT Study and the Norwegian Arthroplasty Register). Osteoarthritis Cartilage 2017; 25:1654-1662. [PMID: 28705605 DOI: 10.1016/j.joca.2017.06.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 06/16/2017] [Accepted: 06/30/2017] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To investigate whether parity, age at menarche, menopausal status, age at menopause, use of oral contraceptives (OC) or use of hormone replacement therapy (HRT) were associated with total knee replacement (TKR) or total hip replacement (THR) due to primary osteoarthritis. METHOD In a prospective cohort study of 30,289 women from the second and third surveys of the Nord-Trøndelag Health Study, data were linked to the Norwegian Arthroplasty Register (NAR) in order to identify TKR or THR due to primary osteoarthritis. Cox proportional hazards models were used to estimate the hazard ratios (HRs). RESULTS We observed 430 TKRs and 675 THRs during a mean follow-up time of 8.3 years. Increasing age at menarche was inversely associated with the risk of TKR (P-trend < 0.001). Past users and users of systemic HRT were at higher risk of TKR compared to never users (HR 1.42 (95% confidence interval (CI) 1.06-1.90) and HR 1.40 (95% CI 1.03-1.90), respectively). No association was found between parity, age at menarche, menopausal status, age at menopause, oral contraceptive use or HRT use and THR. CONCLUSION We found that increasing age at menarche reduced the risk of TKR. Past users and users of systemic HRT were at higher risk of TKR compared to never users. Parity did not increase the risk of THR or TKR.
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Affiliation(s)
- A I Hellevik
- The HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Levanger, Norway; Division of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway.
| | - L Nordsletten
- Division of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Norway.
| | - M B Johnsen
- Faculty of Medicine, University of Oslo, Norway; Research and Communication Unit for Musculoskeletal Health, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.
| | - A M Fenstad
- The Norwegian Arthroplasty Register, Department of Orthopedic Surgery, Haukeland University Hospital, Bergen, Norway.
| | - O Furnes
- The Norwegian Arthroplasty Register, Department of Orthopedic Surgery, Haukeland University Hospital, Bergen, Norway; Department of Clinical Medicine, Institute of Medicine and Dentistry, University of Bergen, Bergen, Norway.
| | - K Storheim
- Faculty of Medicine, University of Oslo, Norway; Research and Communication Unit for Musculoskeletal Health, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.
| | - J A Zwart
- Faculty of Medicine, University of Oslo, Norway; Research and Communication Unit for Musculoskeletal Health, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.
| | - G Flugsrud
- Division of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway.
| | - A Langhammer
- The HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Levanger, Norway.
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9
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Adeyemi WJ, Olayaki LA. Effects of single or combined induction of diabetes mellitus and knee osteoarthritis on some biochemical and haematological parameters in rats. Exp Mol Pathol 2017; 103:113-120. [PMID: 28757388 DOI: 10.1016/j.yexmp.2017.07.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 07/18/2017] [Accepted: 07/26/2017] [Indexed: 12/16/2022]
Abstract
Clinical evidences on the coexistence of diabetes mellitus (DM) and osteoarthritis (OA) dated back to the 1960s. Therefore, the study investigated the effects of induced DM and/or knee osteoarthritis (KOA) on some biochemical and haematological parameters in adult male Wistar rats. Twenty rats were used for this study. They were randomly divided into 4 groups (N=5 rats) which included: Normal control; Osteoarthritic (OA) control; Diabetic control; and, Diabetic+Osteoarthritic (D+OA) control. DM was induced in overnight fasted rats by the administration of streptozotocin (65mg/kg b.w., i.p.) 15min after the administration of nicotinamide (110mg/kg, b.w., i.p.). However, KOA was induced by the intra-articular injection of 4mg of sodium monoiodoacetate in 40μl of normal saline. In the D+OA group, KOA was induced about 12h after the induction of DM. The rats were left untreated for four weeks. Afterwards, the experiment was terminated. The results showed that both DM and OA featured hypercortisolism and dyslipidaemia. The additive effects of both conditions were observed on the lipid profile and some haematological indices in the D+OA group. Unlike DM, OA had mild adverse effects on the haematological profile. Nevertheless, it significantly contributed to hyperglycaemia in the D+OA group, even though it had no significant effect on the insulin resistance. However, the hypocalcaemic and glycogenolytic effects of DM were negated by OA. In conclusion, the coexistence of DM and OA presents a greater challenge on the biochemical and haematological profiles than the individual disease. But, this prediction could sometimes be annulled by the intervention of endogenous homeostatic mechanisms.
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Affiliation(s)
- Wale J Adeyemi
- Department of Physiology, College of Health Sciences, University of Ilorin, Ilorin, Kwara State, Nigeria.
| | - Luqman A Olayaki
- Department of Physiology, College of Health Sciences, University of Ilorin, Ilorin, Kwara State, Nigeria
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Pedersen AB, Mikkelsen EM, Cronin-Fenton D, Kristensen NR, Pham TM, Pedersen L, Petersen I. Missing data and multiple imputation in clinical epidemiological research. Clin Epidemiol 2017; 9:157-166. [PMID: 28352203 PMCID: PMC5358992 DOI: 10.2147/clep.s129785] [Citation(s) in RCA: 500] [Impact Index Per Article: 71.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Missing data are ubiquitous in clinical epidemiological research. Individuals with missing data may differ from those with no missing data in terms of the outcome of interest and prognosis in general. Missing data are often categorized into the following three types: missing completely at random (MCAR), missing at random (MAR), and missing not at random (MNAR). In clinical epidemiological research, missing data are seldom MCAR. Missing data can constitute considerable challenges in the analyses and interpretation of results and can potentially weaken the validity of results and conclusions. A number of methods have been developed for dealing with missing data. These include complete-case analyses, missing indicator method, single value imputation, and sensitivity analyses incorporating worst-case and best-case scenarios. If applied under the MCAR assumption, some of these methods can provide unbiased but often less precise estimates. Multiple imputation is an alternative method to deal with missing data, which accounts for the uncertainty associated with missing data. Multiple imputation is implemented in most statistical software under the MAR assumption and provides unbiased and valid estimates of associations based on information from the available data. The method affects not only the coefficient estimates for variables with missing data but also the estimates for other variables with no missing data.
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Affiliation(s)
- Alma B Pedersen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Ellen M Mikkelsen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark
| | | | | | - Tra My Pham
- Department of Primary Care and Population Health, University College London, London, UK
| | - Lars Pedersen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Irene Petersen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark; Department of Primary Care and Population Health, University College London, London, UK
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Moss A, Murphy L, Helmick C, Schwartz T, Barbour K, Renner J, Kalsbeek W, Jordan J. Annual incidence rates of hip symptoms and three hip OA outcomes from a U.S. population-based cohort study: the Johnston County Osteoarthritis Project. Osteoarthritis Cartilage 2016; 24:1518-27. [PMID: 27109873 PMCID: PMC5466003 DOI: 10.1016/j.joca.2016.04.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 03/09/2016] [Accepted: 04/07/2016] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Estimate annual incidence rates (IRs) of hip symptoms and three osteoarthritis (OA) outcomes (radiographic, symptomatic, and severe radiographic) overall and by race, sociodemographic characteristics, and hip OA risk factors. DESIGN Analyze baseline (1991-1997) and first follow-up (1999-2003) data (n = 1446) from the Johnston County Osteoarthritis Project, a population-based, prospective study of adults ≥45 years in North Carolina. Hip symptoms were pain, aching, and/or stiffness on most days, or groin pain. Radiographic and severe radiographic OA were Kellgren-Lawrence (KL) grades ≥2 and ≥3, respectively. Symptomatic OA was radiographic OA with symptoms in the same hip. Sociodemographics were age, gender, race, highest attained education, and annual household income. Hip OA risk factors were self-reported body mass index (BMI) at age 18 years, clinically measured BMI at baseline, and history of hip injury. RESULTS Annual IRs (median = 5.5 years follow-up) were 37, 23, 13, and 2.9 per 1000 person-years for hip symptoms, and radiographic, symptomatic, and severe radiographic hip OA, respectively. We found low IRs of radiographic and symptomatic hip OA among African Americans and high IRs of hip symptoms among the obese and the very poor. Across outcomes, IRs were highest for those with hip injury. CONCLUSION No prior studies have reported IRs of hip symptoms; IRs of radiographic and severe radiographic hip OA were similar to, and the IR of symptomatic hip OA was higher than, previous estimates. Prevention efforts should target low socioeconomic status (SES) populations and obese adults; interventions for hip OA and hip symptoms are imperative for those with hip injuries.
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Affiliation(s)
- A.S. Moss
- Department of Mathematics and Statistics, Georgia State University, Atlanta, GA, USA
| | - L.B. Murphy
- Division of Population Health, Centers for Disease Control and Prevention, Atlanta, GA, USA,Address correspondence and reprint requests to: L.B. Murphy, Arthritis Program, Division of Population Health, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mailstop F78, Atlanta, GA 30341, USA. Tel: 1 770-488-5102; Fax: 1 770-488-5486. (L.B. Murphy)
| | - C.G. Helmick
- Division of Population Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - T.A. Schwartz
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K.E. Barbour
- Division of Population Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - J.B. Renner
- Departments of Radiology and Allied Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - W. Kalsbeek
- Carolina Survey Research Laboratory, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J.M. Jordan
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Rugeri L, Ashrani AA, Nichols WL, Trousdale RT, Pruthi RK. A single-centre study of haemostatic outcomes of joint replacement in von Willebrand disease and control patients and an analysis of the literature. Haemophilia 2016; 22:934-942. [PMID: 27385645 DOI: 10.1111/hae.13027] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2016] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Haemostatic assessments of patients with von Willebrand disease (VWD) who undergo total knee arthroplasty (TKA) and total hip arthroplasty (THA) have mainly relied on subjective parameters. AIMS To compare objective haemostatic outcomes of TKA/THA in VWD patients and controls without bleeding disorders. METHODS We retrospectively analysed haemostatic outcomes in VWD patients undergoing TKA/THA from 1993 to 2011 and compared them with two matched controls per operation. Using one-way analysis of variance, we tested the effect of VWD on bleeding risk after TKA and THA. RESULTS Twelve VWD patients (6 type 1, 3 type 2M, 1 each of types 2A/2B/3) undergoing 19 operations (12 TKA, 7 THA) were matched to 38 controls. One (5%) of 19 operations in VWD patients and none of the control operations met clinical criteria for major bleeding. Baseline and postoperative day 1 haemoglobin levels, postoperative blood loss, transfused red blood cells (RBCs) and mean hospitalization days were not significantly different. More VWD patients than controls received RBC transfusions [12 (63%) vs. 12 (32%)]. Only 9 (47%) VWD patients vs. 38 (100%) controls received pharmacologic VTE prophylaxis. No postoperative symptomatic VTE occurred in either group. CONCLUSION In this largest, single-institutional study, von Willebrand factor replacement based on daily levels resulted in low frequency of major bleeding in VWD patients after TKA/THA. RBC transfusion was more frequent compared with matched controls, but other objective measures of haemostasis were similar. Lack of sufficient details in published reports precluded comparison of haemostatic outcomes.
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Affiliation(s)
- L Rugeri
- Divisions of Hematology and Hematopathology, Mayo Clinic, Rochester, MN, USA
| | - A A Ashrani
- Divisions of Hematology and Hematopathology, Mayo Clinic, Rochester, MN, USA
| | - W L Nichols
- Divisions of Hematology and Hematopathology, Mayo Clinic, Rochester, MN, USA
| | - R T Trousdale
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - R K Pruthi
- Divisions of Hematology and Hematopathology, Mayo Clinic, Rochester, MN, USA
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Johnsen MB, Hellevik AI, Baste V, Furnes O, Langhammer A, Flugsrud G, Nordsletten L, Zwart JA, Storheim K. Leisure time physical activity and the risk of hip or knee replacement due to primary osteoarthritis: a population based cohort study (The HUNT Study). BMC Musculoskelet Disord 2016; 17:86. [PMID: 26879518 PMCID: PMC4754866 DOI: 10.1186/s12891-016-0937-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 02/10/2016] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The relationship between leisure time physical activity (LPA) and hip and knee OA and subsequent joint replacement has not yet been clearly defined. Some studies have found the risk of knee replacement (TKR) to increase with high levels of LPA, while others have found no overall relationship to either TKR or hip replacement (THR). The aim was to investigate the association between LPA and the risk of severe end-stage OA, defined as THR or TKR due to primary OA, in a large population-based cohort. METHODS Participants in the Nord-Trøndelag Health Study (HUNT) were followed prospectively to identify THR and TKR using the Norwegian Arthroplasty Register. Self-reported LPA was classified as inactive, low, moderate or high. The Cox proportional hazards model was used to calculate hazard ratios (HRs) according to levels of LPA with adjustments for confounding variables. Analyses were performed by age (<45, 45-59 and ≥60 years) and sex. RESULTS A total of 66 964 participants (mean age 46.8 years (SD 16.3) were included in the analyses. We identified 1636 THRs and 1016 TKRs due to primary OA during 17.0 years (median) of follow-up. High LPA was significantly associated with THR for women <45 years (HR 1.78, 95 % CI 1.08-2.94) and men between 45-59 years (HR 1.53, 95 % CI 1.10-2.13) at baseline. A significant trend was found only among women < 45 years at baseline (p = 0.02). We found that LPA was significantly associated with TKR for women only (HR 1.45, 95 % CI 1.03-2.04). No measures of LPA were associated with TKR for men. CONCLUSION In this population-based study, high level of LPA was associated with increased risk of THR where a significant trend of LPA was seen among women <45 years at baseline. For TKR, high LPA was associated with increased risk only in women. In contrast to previous studies, this study shows a possible association between high LPA and the risk of THR.
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Affiliation(s)
- Marianne Bakke Johnsen
- Communication and Research Unit for Musculoskeletal Disorders, Oslo University Hospital, Oslo, Norway. .,Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Alf Inge Hellevik
- Department of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway. .,The HUNT Research Centre, Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Levanger, Norway.
| | - Valborg Baste
- Uni Research Health, Bergen, Norway. .,Register, Department of Orthopaedic Surgery, Haukeland University Hospital, Bergen, Norway.
| | - Ove Furnes
- Register, Department of Orthopaedic Surgery, Haukeland University Hospital, Bergen, Norway. .,Departments of Clinical Medicine, University of Bergen, Bergen, Norway.
| | - Arnulf Langhammer
- The HUNT Research Centre, Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Levanger, Norway.
| | - Gunnar Flugsrud
- Department of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway.
| | - Lars Nordsletten
- Faculty of Medicine, University of Oslo, Oslo, Norway. .,Department of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway.
| | - John Anker Zwart
- Communication and Research Unit for Musculoskeletal Disorders, Oslo University Hospital, Oslo, Norway. .,Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Kjersti Storheim
- Communication and Research Unit for Musculoskeletal Disorders, Oslo University Hospital, Oslo, Norway. .,Faculty of Medicine, University of Oslo, Oslo, Norway.
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Rubak TS, Svendsen SW, Søballe K, Frost P. Total hip replacement due to primary osteoarthritis in relation to cumulative occupational exposures and lifestyle factors: a nationwide nested case-control study. Arthritis Care Res (Hoboken) 2015; 66:1496-505. [PMID: 24664794 DOI: 10.1002/acr.22326] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Accepted: 03/18/2014] [Indexed: 11/10/2022]
Abstract
OBJECTIVE To investigate the risk of total hip replacement (THR) due to primary osteoarthritis in relation to cumulative occupational mechanical exposures and lifestyle factors. METHODS Using register information, we identified first-time THR cases within the Danish working population in 2005-2006. For each case, 2 age- and sex-matched controls were drawn. Persons within 2,500 randomly selected case-control sets received a questionnaire about job history, weight at age 25 years, present weight and height, smoking, and sports activities at age 25 years. The job history was combined with a job exposure matrix. Cumulative exposure estimates were expressed according to the pack-year concept of smoking (e.g., cumulative lifting was expressed as ton-years). We used conditional logistic regression for statistical analyses. RESULTS In total, 1,776 case-control sets (71%) were available for analysis. The adjusted odds ratio (OR) for exposure to ≥20 ton-years was 1.35 (95% confidence interval [95% CI] 1.05-1.74) for men and 1.00 (95% CI 0.73-1.41) for women. Standing/walking and whole body vibration showed no associations. The adjusted OR for body mass index (BMI) ≥30 kg/m(2) at age 25 years was 2.44 (95% CI 1.38-4.32) for men and 5.12 (95% CI 2.30-11.39) for women. The corresponding adjusted ORs for an increase in BMI of ≥10 kg/m(2) since age 25 years were 2.16 (95% CI 1.25-3.70) and 2.46 (95% CI 1.47-4.13). Sports participation showed weak positive associations, while pack-years of smoking showed no associations. CONCLUSION The results indicated a modest increase in risk of THR in relation to cumulative lifting among men and an increased risk in relation to a high BMI at age 25 years and to a gain in BMI in both sexes.
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Fahy N, Farrell E, Ritter T, Ryan AE, Murphy JM. Immune modulation to improve tissue engineering outcomes for cartilage repair in the osteoarthritic joint. TISSUE ENGINEERING PART B-REVIEWS 2014; 21:55-66. [PMID: 24950588 DOI: 10.1089/ten.teb.2014.0098] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Osteoarthritis (OA), the most common form of arthritis, is a disabling degenerative joint disease affecting synovial joints and is associated with cartilage destruction, inflammation of the synovial membrane, and subchondral bone remodeling. Inflammation of the synovial membrane may arise secondary to degenerative processes in articular cartilage (AC), or may be a primary occurrence in OA pathogenesis. However, synovial inflammation plays a key role in the pathogenesis and disease progression of OA through the production of pro-inflammatory mediators, and is associated with cartilage destruction and pain. The triggers that initiate activation of the immune response in OA are unknown, but crosstalk between osteoarthritic chondrocytes, cartilage degradation products, and the synovium may act to perpetuate this response. Increasing evidence has emerged highlighting an important role for pro-inflammatory mediators and infiltrating inflammatory cell populations in the progression of the disease. Tissue engineering strategies hold great potential for the repair of damaged AC in an osteoarthritic joint. However, an in-depth understanding of how OA-associated inflammation impacts chondrocyte and progenitor cell behavior is required to achieve efficient cartilage regeneration in a catabolic osteoarthritic environment. In this review, we will discuss the role of inflammation in OA, and investigate novel immune modulation strategies that may prevent disease progression and facilitate successful cartilage regeneration for the treatment of OA.
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Affiliation(s)
- Niamh Fahy
- 1 Regenerative Medicine Institute, National University of Ireland Galway , Galway, Ireland
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Apold H, Meyer HE, Nordsletten L, Furnes O, Baste V, Flugsrud GB. Weight gain and the risk of knee replacement due to primary osteoarthritis: a population based, prospective cohort study of 225,908 individuals. Osteoarthritis Cartilage 2014; 22:652-8. [PMID: 24632294 DOI: 10.1016/j.joca.2014.03.002] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Revised: 02/04/2014] [Accepted: 03/04/2014] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To study the association between weight gain and the risk of knee replacement (KR) due to primary osteoarthritis (OA), and to evaluate whether the association differs by age. DESIGN 225,908 individuals from national health screenings with repeated measurements of height and weight were followed prospectively with respect to KR identified by linkage to the Norwegian Arthroplasty Register. Cox proportional hazard regression was used to calculate sex-specific relative risks (RR) of KR according to change in Body Mass Index (BMI) and weight, corresponding analyses were done for age categories at first screening. RESULTS During 12 years of follow up, 1591 participants received a KR due to primary OA. Men in the highest quarter of yearly change in BMI had a RR of 1.5 (95% confidence interval (CI) 1.1-1.9) of having a KR compared to those in the lowest quarter. For women the corresponding RR was 2.4 (95% CI 2.1-2.7). Men under the age of 20 at the first screening had a 26% increased risk for KR per 5 kg weight gain, for women the corresponding increase was 43%. At older age the association became weaker, and in the oldest it was lost. CONCLUSIONS Weight gain increases the risk for later KR both in men and women. The impact of weight gain is strongest in the young, at older age the association is weak or absent. Our study suggests that future OA may be prevented by weight control and that preventive measures should start at an early age.
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Affiliation(s)
- H Apold
- Orthopaedic Department, Telemark Hospital, Skien, Norway.
| | - H E Meyer
- Norwegian Institute of Public Health, Division of Epidemiology, Oslo, Norway; Section for Preventive Medicine and Epidemiology, University of Oslo, Norway.
| | - L Nordsletten
- Orthopaedic Department, Oslo University Hospital, Oslo, Norway; University of Oslo, Oslo, Norway.
| | - O Furnes
- The Norwegian Arthroplasty Register, Department of Orthopaedic Surgery, Haukeland University Hospital, Bergen, Norway; Department of Surgical Sciences, Faculty of Medicine and Dentistry, Bergen, Norway.
| | - V Baste
- The Norwegian Arthroplasty Register, Department of Orthopaedic Surgery, Haukeland University Hospital, Bergen, Norway.
| | - G B Flugsrud
- Orthopaedic Department, Oslo University Hospital, Oslo, Norway.
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Maradit Kremers H, Visscher SL, Kremers WK, Naessens JM, Lewallen DG. Obesity increases length of stay and direct medical costs in total hip arthroplasty. Clin Orthop Relat Res 2014; 472:1232-9. [PMID: 24101527 PMCID: PMC3940745 DOI: 10.1007/s11999-013-3316-9] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Accepted: 09/24/2013] [Indexed: 01/31/2023]
Abstract
BACKGROUND The number of obese patients undergoing THA is increasing. Previous studies have shown that obesity is associated with an increased likelihood of complications after THA, but there is little information regarding the impact of obesity on medical resource use and direct medical costs in THA. QUESTIONS/PURPOSES We sought to examine the relationship between obesity, length of stay, and direct medical costs in a large cohort of patients undergoing THAs. METHODS The study included 8973 patients who had undergone 6410 primary and 2563 revision THAs at a large US medical center between January 1, 2000, and September 31, 2008. Patients with bilateral procedures within 90 days after index admission and patients with acute trauma were excluded. Data regarding clinical, surgical characteristics, and complications were obtained from the original medical records and the institutional joint registry. Patients were classified into eight groups based on their BMI at the time of surgery. Direct medical costs were calculated by using standardized, inflation-adjusted costs for services and procedures billed during hospitalization and the 90-day window. Study end points were hospital length of stay, direct medical costs during hospitalization, and the 90-day window. End points were compared across the eight BMI categories in multivariable risk-adjusted linear regression models. RESULTS Mean length of stay and the direct medical costs were lowest for patients with a BMI of 25 to 35 kg/m(2). Increasing BMI was associated with longer hospital stays and costs. Every five-unit increase in BMI beyond 30 kg/m(2) was associated with approximately USD $500 higher hospital costs and USD $900 higher 90-day costs in primary THA (p = 0.0001), which corresponded to 5% higher costs. The cost increase associated with BMI was greater in the revision THA cohort where every five-unit increase in BMI beyond 30 kg/m(2) was associated with approximately USD $800 higher hospital costs and USD $1500 higher 90-day costs. These estimates remained unchanged after adjusting for comorbidities or complications. CONCLUSIONS Obesity is associated with longer hospital stays and higher costs in THA. The significant effect of obesity on costs persists even among patients without comorbidities but the increased costs associated with obesity may be balanced by the potential benefits of THA in the obese. Increasing prevalence of obesity likely contributes to the increasing financial burden of THA worldwide. LEVEL OF EVIDENCE Level IV, economic and decision analyses. See the Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Hilal Maradit Kremers
- />Department of Health Sciences Research, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - Sue L. Visscher
- />Department of Health Sciences Research, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - Walter K. Kremers
- />Department of Health Sciences Research, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - James M. Naessens
- />Department of Health Sciences Research, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA
| | - David G. Lewallen
- />Department of Orthopedic Surgery, College of Medicine, Mayo Clinic, Rochester, MN USA
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Hothan A, Morlock M, Hoenig E. The effect of body weight on the choice of material for the bearing couple in artificial hip joints. ACTA ACUST UNITED AC 2013. [DOI: 10.1053/j.sart.2014.01.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Karvonen-Gutierrez CA, Harlow SD, Mancuso P, Jacobson J, Mendes de Leon CF, Nan B. Association of leptin levels with radiographic knee osteoarthritis among a cohort of midlife women. Arthritis Care Res (Hoboken) 2013; 65:936-44. [PMID: 23281224 DOI: 10.1002/acr.21922] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Accepted: 11/28/2012] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To relate serum leptin levels to prevalent and incident radiographic knee osteoarthritis (OA) and to determine if patterns of change in longitudinal serum leptin measures differ by knee OA status over a 10-year period. METHODS Participants in the Michigan Study of Women's Health Across the Nation underwent bilateral knee radiographs at baseline and followup visits 2, 4, and 11 for ascertainment of knee OA status (Kellgren/Lawrence score ≥2). Serum leptin measures were available from baseline and followup visits 1 and 3-7. RESULTS The baseline prevalence of knee OA (mean age 46 years) was 18%; the 2-year incidence of knee OA at followup visits 2 and 4 was 18% and 14%, respectively. Serum leptin levels were associated with prevalent and incident knee OA. A 5 ng/ml increase in serum leptin level was associated with 38% higher odds of prevalent knee OA (odds ratio [OR] 1.38, 95% confidence interval [95% CI] 1.26-1.52) and 31% greater odds of incident knee OA (OR 1.31, 95% CI 1.21-1.41) after adjustment for covariates, including body mass index residuals. Leptin levels increased with time; on average, serum leptin levels increased by 0.38 ng/ml per year (P = 0.0004). Women with incident knee OA during the 10-year followup period had consistently higher serum leptin levels as compared to women with no knee OA during followup. CONCLUSION Our findings support a metabolic role of obesity in knee OA. A better understanding of the mechanisms by which increased fat mass is associated with joint damage is needed. Management of cardiometabolic dysfunction, including elevated serum leptin levels, may be beneficial in forestalling the onset or progression of knee OA.
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Østerås N, Risberg MA, Kvien TK, Engebretsen L, Nordsletten L, Bruusgaard D, Schjervheim UB, Haugen IK, Hammer HB, Provan S, Øiestad BE, Semb AG, Rollefstad S, Hagen KB, Uhlig T, Slatkowsky-Christensen B, Kjeken I, Flugsrud G, Grotle M, Sesseng S, Edvardsen H, Natvig B. Hand, hip and knee osteoarthritis in a Norwegian population-based study--the MUST protocol. BMC Musculoskelet Disord 2013; 14:201. [PMID: 23826721 PMCID: PMC3704709 DOI: 10.1186/1471-2474-14-201] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Accepted: 06/21/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Knowledge about the prevalence and consequences of osteoarthritis (OA) in the Norwegian population is limited. This study has been designed to gain a greater understanding of musculoskeletal pain in the general population with a focus on clinically and radiologically confirmed OA, as well as risk factors, consequences, and management of OA. METHODS/DESIGN The Musculoskeletal pain in Ullensaker STudy (MUST) has been designed as an observational study comprising a population-based postal survey and a comprehensive clinical examination of a sub-sample with self-reported OA (MUST OA cohort). All inhabitants in Ullensaker municipality, Norway, aged 40 to 79 years receive the initial population-based postal survey questionnaire with questions about life style, general health, musculoskeletal pain, self-reported OA, comorbidities, health care utilisation, medication use, and functional ability. Participants who self-report OA in their hip, knee and/or hand joints are asked to attend a comprehensive clinical examination at Diakonhjemmet Hospital, Oslo, including a comprehensive medical examination, performance-based functional tests, different imaging modalities, cardiovascular assessment, blood and urine samples, and a number of patient-reported questionnaires including five OA disease specific instruments. Data will be merged with six national data registries. A subsample of those who receive the questionnaire has previously participated in postal surveys conducted in 1990, 1994, and 2004 with data on musculoskeletal pain and functional ability in addition to demographic characteristics and a number of health related factors. This subsample constitutes a population based cohort with 20 years follow-up. DISCUSSION This protocol describes the design of an observational population-based study that will involve the collection of data from a postal survey on musculoskeletal pain, and a comprehensive clinical examination on those with self-reported hand, hip and/or knee OA. These data, in addition to data from national registries, will provide unique insights into clinically and radiologically confirmed OA with respect to risk factors, consequences, and management.
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Affiliation(s)
- Nina Østerås
- National Resource, Center for rehabilitation in Rheumatology, Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway.
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Kandil A, Novicoff WM, Browne JA. Obesity and total joint arthroplasty: do patients lose weight following surgery? PHYSICIAN SPORTSMED 2013; 41:34-7. [PMID: 23703515 DOI: 10.3810/psm.2013.05.2010] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The number of total joint arthroplasties (TJAs) in the United States has steadily increased during the past 2 decades. The prevalence of obesity has also increased during the same time period and has become a major public health issue. The relationship between TJA and weight change is therefore increasingly important from the perspective of both surgical outcomes and patient expectations. Following an extensive literature search, we identified several studies that met our specific criteria for weight change following TJA in obese patients. Our article summarizes the reported data found on weight change following TJA. Despite the commonly perceived expectation of patient weight loss postoperatively, most patients either maintain or gain weight following TJA.
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Affiliation(s)
- Abdurrahman Kandil
- Department of Orthopaedic Surgery, University of Virginia, Charlottesville, VA 22908, USA
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Abstract
Total hip and total knee replacements (THR and TKR respectively), the definitive treatments for end-stage arthritis, are both safe and extremely successful in relieving pain and improving function. However, physicians who care for patients with chronic hip and knee arthritis are often the 'gatekeepers' to total joint replacement (TJR) procedures as they select patients for referral to an orthopaedic surgeon to be considered for arthroplasty. Currently, no evidence-based criteria exist to guide physicians in this decision-making process, and this situation raises the possibility that conscious or unconscious biases may influence referral patterns, potentially leading to systematic inequities regarding which patients are eventually offered TJR. This article reviews why TJRs are particularly important procedures, and highlights common misperceptions among physicians regarding TJR risk assessment. This article also underscores the benefits of ongoing discussion regarding TJR with all patients with moderate-to-severe chronic hip or knee pain and disability.
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Schett G, Kleyer A, Perricone C, Sahinbegovic E, Iagnocco A, Zwerina J, Lorenzini R, Aschenbrenner F, Berenbaum F, D'Agostino MA, Willeit J, Kiechl S. Diabetes is an independent predictor for severe osteoarthritis: results from a longitudinal cohort study. Diabetes Care 2013; 36:403-9. [PMID: 23002084 PMCID: PMC3554306 DOI: 10.2337/dc12-0924] [Citation(s) in RCA: 211] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate if type 2 diabetes is an independent risk predictor for severe osteoarthritis (OA). RESEARCH DESIGN AND METHODS Population-based cohort study with an age- and sex-stratified random sample of 927 men and women aged 40-80 years and followed over 20 years (1990-2010). RESULTS Rates of arthroplasty (95% CI) were 17.7 (9.4-30.2) per 1,000 person-years in patients with type 2 diabetes and 5.3 (4.1-6.6) per 1,000 person-years in those without (P < 0.001). Type 2 diabetes emerged as an independent risk predictor for arthroplasty: hazard ratios (95% CI), 3.8 (2.1-6.8) (P < 0.001) in an unadjusted analysis and 2.1 (1.1-3.8) (P = 0.023) after adjustment for age, BMI, and other risk factors for OA. The probability of arthroplasty increased with disease duration of type 2 diabetes and applied to men and women, as well as subgroups according to age and BMI. Our findings were corroborated in cross-sectional evaluation by more severe clinical symptoms of OA and structural joint changes in subjects with type 2 diabetes compared with those without type 2 diabetes. CONCLUSIONS Type 2 diabetes predicts the development of severe OA independent of age and BMI. Our findings strengthen the concept of a strong metabolic component in the pathogenesis of OA.
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Affiliation(s)
- Georg Schett
- Department of Internal Medicine 3, University of Erlangen-Nuremberg, Erlangen, Germany.
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Wang Y, Wluka AE, Simpson JA, Giles GG, Graves SE, de Steiger RN, Cicuttini FM. Body weight at early and middle adulthood, weight gain and persistent overweight from early adulthood are predictors of the risk of total knee and hip replacement for osteoarthritis. Rheumatology (Oxford) 2013; 52:1033-41. [DOI: 10.1093/rheumatology/kes419] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Clinically important body weight gain following total hip arthroplasty: a cohort study with 5-year follow-up. Osteoarthritis Cartilage 2013; 21:35-43. [PMID: 23047011 PMCID: PMC4169300 DOI: 10.1016/j.joca.2012.09.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2012] [Revised: 08/09/2012] [Accepted: 09/11/2012] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Literature examining the effects of total hip arthroplasty (THA) on subsequent body weight gain is inconclusive. Determining the extent to which clinically relevant weight gain occurs following THA has important public health implications. DESIGN We used multi-variable logistic regression to compare data from one of the largest US-based THA registries to a population-based control sample from the same geographic region. We also identified factors that increased risk of clinically important weight gain specifically among persons undergoing THA. The outcome measure of interest was weight gain of ≥5% of body weight up to 5 years following surgery. RESULTS The multi-variable adjusted [age, sex, body mass index (BMI), education, comorbidity and pre-surgical weight change] odds ratio for important weight gain was 1.7 [95% confidence interval (CI), 1.06, 2.6] for a person with THA as compared to the control sample. Additional arthroplasty procedures during the 5-year follow-up further increased odds for important weight gain (OR = 2.0, 95% CI, 1.4, 2.7) relative to the control sample. A patient with THA had increased risk of important post-surgical weight gain of 12% (OR = 1.12, 95% CI, 1.08, 1.16) for every kilogram of pre-operative weight loss. CONCLUSIONS While findings should be interpreted with caution because of missing follow-up weight data, patients with THA appear to be at increased risk of clinically important weight gain following surgery as compared to peers. Patients less than 60 years and who have lost a substantial amount of weight prior to surgery appear to be at particularly high risk of important post-surgical weight gain.
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Elliott KS, Chapman K, Day-Williams A, Panoutsopoulou K, Southam L, Lindgren CM, Arden N, Aslam N, Birrell F, Carluke I, Carr A, Deloukas P, Doherty M, Loughlin J, McCaskie A, Ollier WER, Rai A, Ralston S, Reed MR, Spector TD, Valdes AM, Wallis GA, Wilkinson M, Zeggini E. Evaluation of the genetic overlap between osteoarthritis with body mass index and height using genome-wide association scan data. Ann Rheum Dis 2012; 72:935-41. [PMID: 22956599 PMCID: PMC3664369 DOI: 10.1136/annrheumdis-2012-202081] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Objectives Obesity as measured by body mass index (BMI) is one of the major risk factors for osteoarthritis. In addition, genetic overlap has been reported between osteoarthritis and normal adult height variation. We investigated whether this relationship is due to a shared genetic aetiology on a genome-wide scale. Methods We compared genetic association summary statistics (effect size, p value) for BMI and height from the GIANT consortium genome-wide association study (GWAS) with genetic association summary statistics from the arcOGEN consortium osteoarthritis GWAS. Significance was evaluated by permutation. Replication of osteoarthritis association of the highlighted signals was investigated in an independent dataset. Phenotypic information of height and BMI was accounted for in a separate analysis using osteoarthritis-free controls. Results We found significant overlap between osteoarthritis and height (p=3.3×10−5 for signals with p≤0.05) when the GIANT and arcOGEN GWAS were compared. For signals with p≤0.001 we found 17 shared signals between osteoarthritis and height and four between osteoarthritis and BMI. However, only one of the height or BMI signals that had shown evidence of association with osteoarthritis in the arcOGEN GWAS was also associated with osteoarthritis in the independent dataset: rs12149832, within the FTO gene (combined p=2.3×10−5). As expected, this signal was attenuated when we adjusted for BMI. Conclusions We found a significant excess of shared signals between both osteoarthritis and height and osteoarthritis and BMI, suggestive of a common genetic aetiology. However, only one signal showed association with osteoarthritis when followed up in a new dataset.
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Minimally invasive total hip and knee arthroplasty-implications for the elderly patient. Clin Geriatr Med 2012; 28:447-58. [PMID: 22840307 DOI: 10.1016/j.cger.2012.05.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Overall, it can be concluded that because of the aging society, an increasing number of elderly people will be undergoing total joint arthroplasty. These elderly patients have an increased risk for serious complications after primary THA or TKA. However, the overall complication rates remain low. The use of MIS total joint arthroplasty is also increasing, although its risks and benefits are still an ongoing issue of debate in the orthopedic community. MIS total joint arthroplasty aims at decreasing the surgical incision and minimizing damage to the underlying soft tissue to accelerate postoperative recovery and an earlier return to normal function. A critical look at the literature on MIS shows that the term minimally invasive is often used for a conventional total joint arthroplasty performed through a smaller skin incision. Research has shown promising results of using MIS in elderly patients; it seems that compared with younger patients, elderly patients benefit more from a minimally invasive approach.
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Abbate LM, Jordan JM. Weight change in osteoarthritis. Osteoarthritis Cartilage 2012; 20:268-70. [PMID: 22178466 DOI: 10.1016/j.joca.2011.11.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2011] [Revised: 11/14/2011] [Accepted: 11/24/2011] [Indexed: 02/02/2023]
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Oral A, Ilieva E. Physiatric approaches to pain management in osteoarthritis: a review of the evidence of effectiveness. Pain Manag 2011; 1:451-71. [PMID: 24645712 DOI: 10.2217/pmt.11.46] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
SUMMARY Osteoarthritis (OA), which is highly prevalent in the general population, is one of the leading causes of pain and physical disability. A large number of nonpharmacological interventions are available for the management of pain in patients with OA. These include education and self-management, weight reduction, various forms of exercises, physical agents/modalities, complementary therapies, manual therapy, unloading strategies such as braces and orthoses, and balneotherapy. The aim of this article is to assess the evidence of effectiveness of nonpharmacological interventions pertaining to physiatry to identify best practices for pain management in OA.
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Affiliation(s)
- Aydan Oral
- Department of Physical Medicine & Rehabilitation, Plovdiv Medical University, University Hospital "Sv. Georgi", Peshtersko shosse 66, Plovdiv, 4002, Bulgaria
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