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1.
Osteoarthritis Cartilage ; 22(5): 622-30, 2014 May.
Article in English | MEDLINE | ID: mdl-24662734

ABSTRACT

BACKGROUND: Little is known about the temporal evolution of pain severity in persons with knee osteoarthritis (OA). We sought to describe the pain trajectory over 6 years in a cohort of subjects with radiographic, symptomatic knee OA. METHODS: We used data from the Osteoarthritis Initiative (OAI), a multi-center, longitudinal study of subjects with diagnosed radiographic evidence of knee OA. Pain was assessed at baseline and annually for 6 years. Our analysis cohort included subjects with symptomatic knee OA at baseline, defined as baseline Kellgren-Lawrence (KL) score ≥2 with Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain score >0. We used group-based trajectory modeling to identify distinct patterns of pain progression over a 6-year follow-up. Factors examined included sex, race, education, comorbidities, age, body mass index (BMI), alignment, KL grade, and depression. RESULTS: We used data from 1753 OAI participants with symptomatic knee OA. Mean baseline WOMAC pain score was 26.5 (0-100, 100=worst) with standard deviation (SD) 19. Group-based trajectory modeling identified five distinct pain trajectories; baseline pain scores for each ranged from 15 to 62. None of the trajectories exhibited substantial worsening. One fifth of subjects in the two trajectories with the greatest pain underwent total knee replacement (TKR) over follow-up. Higher KL grade, obesity, depression, medical comorbidities, female sex, non-white race, lower education, and younger age were associated with trajectories characterized by greater pain. CONCLUSION: We found that knee pain changes little, on average, over 6 years in most subjects. These observations suggest knee OA is characterized by persistent rather than inexorably worsening symptoms.


Subject(s)
Osteoarthritis, Knee/complications , Pain/etiology , Aged , Body Mass Index , Comorbidity , Disease Progression , Female , Humans , Longitudinal Studies , Male , Middle Aged , Osteoarthritis, Knee/diagnostic imaging , Osteoarthritis, Knee/epidemiology , Pain/diagnostic imaging , Pain/epidemiology , Pain Measurement/methods , Radiography , Risk Factors , Severity of Illness Index , United States/epidemiology
2.
Osteoarthritis Cartilage ; 22(3): 415-30, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24487044

ABSTRACT

OBJECTIVE: We sought to determine the target populations and drug efficacy, toxicity, cost, and initiation age thresholds under which a pharmacologic regimen for knee osteoarthritis (OA) prevention could be cost-effective. DESIGN: We used the Osteoarthritis Policy (OAPol) Model, a validated state-transition simulation model of knee OA, to evaluate the cost-effectiveness of using disease-modifying OA drugs (DMOADs) as prophylaxis for the disease. We assessed four cohorts at varying risk for developing OA: (1) no risk factors, (2) obese, (3) history of knee injury, and (4) high-risk (obese with history of knee injury). The base case DMOAD was initiated at age 50 with 40% efficacy in the first year, 5% failure per subsequent year, 0.22% major toxicity, and annual cost of $1,000. Outcomes included costs, quality-adjusted life expectancy (QALE), and incremental cost-effectiveness ratios (ICERs). Key parameters were varied in sensitivity analyses. RESULTS: For the high-risk cohort, base case prophylaxis increased quality-adjusted life-years (QALYs) by 0.04 and lifetime costs by $4,600, and produced an ICER of $118,000 per QALY gained. ICERs >$150,000/QALY were observed when comparing the base case DMOAD to the standard of care in the knee injury only cohort; for the obese only and no risk factors cohorts, the base case DMOAD was less cost-effective than the standard of care. Regimens priced at $3,000 per year and higher demonstrated ICERs above cost-effectiveness thresholds consistent with current US standards. CONCLUSIONS: The cost-effectiveness of DMOADs for OA prevention for persons at high risk for incident OA may be comparable to other accepted preventive therapies.


Subject(s)
Osteoarthritis, Knee/economics , Osteoarthritis, Knee/prevention & control , Adult , Age Factors , Aged , Aged, 80 and over , Computer Simulation , Cost-Benefit Analysis , Female , Humans , Knee Injuries/epidemiology , Male , Middle Aged , Obesity/epidemiology , Osteoarthritis, Knee/epidemiology , Quality-Adjusted Life Years , Risk Factors , Treatment Outcome
3.
Osteoarthritis Cartilage ; 21(9): 1264-71, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23973140

ABSTRACT

OBJECTIVE: Osteoarthritis (OA) is a debilitating chronic condition requiring long-term treatment of pain and functional impairment. Our objective was to characterize studies addressing management of OA-related pain with respect to the breadth of interventions, trial duration and size, outcome measures, and funding sources. DESIGN: We identified studies focused on 'pain' and 'osteoarthritis' from ClinicalTrals.gov and abstracted data on study status, sample size, design, funding source, duration, outcomes measured, and interventions evaluated. We examined associations among intervention type, funding source, sample size, duration, and outcomes measured. RESULTS: We identified 287 registered studies, of which 69% investigated pharmacologic interventions, 11% behavioral interventions, and 5% surgical procedures or devices, while the remainder examined other types of interventions. Eighty-seven percent evaluated knee OA. The average sample size was 290 subjects and average study duration was 7.4 months, with 52% using durations ≤3 months and 21% ≥12 months. Industry funded 64% of studies, either fully or partially. Of 180 completed studies, 139 were pharmacologic studies. Of these, 34 (24%) posted results to the registry. Among the studies funded by industry, 60% had durations ≤3 months as compared with 36% among non-industry funded studies (P < 0.0001). Behavioral intervention trials tended to be of longer duration than pharmacologic trials and were less likely to be funded by industry. CONCLUSION: Over half of OA pain studies and >80% of those funded by industry used trial durations of less than 6 months. Future studies should take into consideration the need for long-term pain management for OA when designing trial protocols.


Subject(s)
Arthralgia/therapy , Chronic Pain/therapy , Health Policy , Osteoarthritis/therapy , Pain Management/methods , Pain Management/statistics & numerical data , Clinical Trials as Topic/economics , Clinical Trials as Topic/methods , Humans , Multivariate Analysis , Registries/statistics & numerical data , Research Support as Topic/methods , Research Support as Topic/statistics & numerical data , Treatment Outcome
4.
Eye (Lond) ; 24(7): 1207-12, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20139914

ABSTRACT

PURPOSE: To examine factors necessitating pupil dilation to achieve gradable diabetic screening photographs using a digital non-mydriatic camera and to establish techniques to predict the need for dilation and to validate them. METHODS: Prospective clinic-based cross-sectional study with follow-up validation study. The participants' involved consecutive patients attending the diabetic retinopathy screening clinic at a University Hospital. Best corrected visual acuity, age, sex, pupil size, mean spherical equivalent, cataract grade and the requirement for dilation to achieve gradable photographs in 90 patients were recorded. Data analysis using principal component analysis and multivariate analysis of variance derived a set of equations to predict the requirement for dilation. The predictive powers of these equations were validated in an independent group of 51 patients. RESULTS: Smaller pupil size, denser nuclear colour, older age, poorer best-corrected visual acuity, cortical lens opacity and posterior subcapsular lens opacity were associated with the need for dilation (P<0.001 in all). Single variables used in isolation had a poorer predictive value than combining variables. Dilating patients with either a pupil size>3.75 mm or age>59 years correctly allocates 83 and 78% of patients, respectively to dilation or not. Combining pupil size with age produces a decision table that improves the predictive value to 84%. In the validation study this table had a predictive value of 80%. CONCLUSION: We have produced and validated criteria based on a range of clinical variables for application in a clinical setting that allows for the development of targeted mydriasis.


Subject(s)
Diabetic Retinopathy/diagnosis , Mydriatics/administration & dosage , Pupil/drug effects , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Diagnostic Techniques, Ophthalmological , Female , Humans , Male , Middle Aged , Multivariate Analysis , Photography/methods , Prospective Studies , Reproducibility of Results , Young Adult
5.
Ir J Med Sci ; 177(4): 303-8, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18641918

ABSTRACT

AIM: To assess whether patients were receiving regular diabetic retinopathy screening and to examine factors influencing screening uptake. METHODS: A questionnaire covering demographics, diabetic medical history and the knowledge of and attitudes to diabetic retinopathy was administered to all adults who were due to attend diabetes clinics in two centres in Dublin, Ireland over two months in 2001/2002. RESULTS: Of the 209 people who completed the questionaire, 169 (81%) had a dilated fundal examination within the last year. The most significant predictor for receiving screening was a previous physician recommendation about the necessity of a regular eye examination. The main barriers to receiving adequate screening were lack of knowledge regarding the need for ocular examination and the effect of mydriasis in prohibiting driving. CONCLUSIONS: It is essential that patients are fully aware of the need for a regular eye examination. Once a physician recommends this the screening rate improves.


Subject(s)
Diabetic Retinopathy/diagnosis , Mass Screening/psychology , Patient Acceptance of Health Care/psychology , Confidence Intervals , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/prevention & control , Female , Health Knowledge, Attitudes, Practice , Humans , Ireland/epidemiology , Male , Mass Screening/statistics & numerical data , Multivariate Analysis , Odds Ratio , Patient Education as Topic , Prevalence , Risk Factors , Surveys and Questionnaires
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