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Jean-Pierre Daurès

Publications and source records attributed to Jean-Pierre Daurès.

At least 19 recordsLinked to original sources

SPATCLUS: an R package for arbitrarily shaped multiple spatial cluster detection for case event data.

This paper describes an R package, named SPATCLUS that implements a method recently proposed for spatial cluster detection of case event data. This method is based on a data transformation. This transformation is achieved by the definition of a trajectory, which allows to attribute to each point a selection order and the distance to its nearest neighbour. The nearest point is searched among the points which have not yet been selected in the trajectory. Due to the trajectory effects, the distance is weighted by the expected distance under the uniform distribution hypothesis. Potential clusters are located by using multiple structural change models and a dynamic programming algorithm. The double maximum test allows to select the best model. The significativity of potential clusters is determined by Monte Carlo simulations. This method makes it possible the detection of multiple clusters of any shape.

Algorithms↗

Health assessment questionnaire score is the best predictor of 5-year quality of life in early rheumatoid arthritis.

OBJECTIVE: To evaluate and determine prognostic factors of 5-year quality of life in patients with early rheumatoid arthritis (RA). METHODS: A cohort of 191 patients with RA and disease duration < 1 year was prospectively followed over 5 years. The outcome measure was quality of life as assessed by the Arthritis Impact Measurement Scales 2 (AIMS2). Univariate analysis, then stepwise multiple logistic regression, was used to find independent baseline prognostic variables. RESULTS: After accounting for death, loss of followup, and missing data, 158 patients (82.72%) were included in the analysis. The mean AIMS2 physical, symptom, psychological, social interaction, and work scores after 5 years were 1.6 (range 0-6.88), 4.0 (0-10), 3.48 (0-9.22), 4.06 (0-8.69), and 1.87 (0-8.13), respectively. The AIMS2 physical component was significantly correlated with Health Assessment Questionnaire (HAQ) score at 5 years. Logistic regression analysis revealed that the baseline values able to predict the 5-year physical, psychological, symptom, social interaction, and work status were, respectively: HAQ score and erythrocyte sedimentation rate (ESR), body mass index (BMI), HAQ; erosion score and sex, HAQ; ESR and anti-perinuclear antibody; matrix metalloproteinase-3 (MMP3) level, joint space narrowing, and tender joint scores; HAQ score and age. CONCLUSION: The multidimensional structure of the AIMS2 allowed us to assess the 5-year health-related quality of life in early RA. Using this instrument as an outcome variable, prognostic factors were selected and varied widely depending on the evaluated domain. The baseline HAQ score was the best predictive factor of 4 of the 5 domains of the AIMS2.

Adult↗

Should chemotherapy combinations for advanced non-small cell lung cancer be platinum-based? A meta-analysis of phase III randomized trials.

BACKGROUND: Non-platinum regimens have been proposed as an alternative to the platinum-based combinations for treatment of advanced non-small cell lung cancer. However, conflicting results were reported. METHODS: Meta-analysis of phase III trials randomizing platinum-based versus non-platinum combinations as first-line chemotherapy with 1-year survival rate as a primary endpoint. Fourteen trials have been identified. Experimental arms were gemcitabine/vinorelbine (n=4), gemcitabine/taxane (n=7), gemcitabine/epirubicin (n=1), paclitaxel/vinorelbine (n=1), and gemcitabine/ifosfamide (n=1). The comparator was a doublet of a platinum compound plus a third generation agent for all but two studies (triplets). Updated data were available for 13 studies. The Peto and Yusuf method was used to generate odds ratios (OR). All tests are two-sided. RESULTS: A statistical heterogeneity was detected when the 13 studies were analyzed. Considering that current guidelines recommend platinum-based doublets as standard therapy we therefore limited the meta-analysis to the set of 11 phase III studies which used a platinum-based doublet (2298 and 2304 patients in platinum-based and non-platinum arms, respectively). No significant heterogeneity was detected in this consistent group of studies. Patients treated with a platinum-based regimen benefited from a statically significant reduction in the risk of death at 1 year (OR: 0.88, 95% CI 0.78-0.99; p=0.044) and a lower risk of being refractory to chemotherapy (OR: 0.87, 0.73-0.99; p=0.049). Forty-four (1.9%) and 29 (1.3%) toxic-related deaths were reported for platinum-based and non-platinum regimens, respectively (OR: 1.53; 0.96-2.49, p=0.08). An increased risk of grade 3-4 gastro-intestinal and hematological toxicity for patients receiving platinum-based chemotherapy was statistically demonstrated. There was no statically significant increase in risk of febrile neutropenia, OR=1.23 (0.94-1.60, p=0.063). CONCLUSION: A platinum-based doublet induced a statically significant reduction in the risk of death when compared with non-platinum chemotherapy without inducing an unacceptable increase in toxicity.

Antineoplastic Combined Chemotherapy Protocols↗

Breast cancer in postmenopausal women with and without hormone replacement therapy: preliminary results of the MISSION study.

OBJECTIVES: To determine breast cancer prevalence in postmenopausal women with or without hormone replacement therapy (HRT). PATIENTS AND METHODS: This was a historical-prospective study with random patient selection. Patients were recruited between January 2004 and February 2005, and allocated to two groups: the 'treated group' comprising postmenopausal women on HRT regimens commonly prescribed in France or who had stopped <5 years previously; or the 'untreated group' of postmenopausal women who had never received HRT or stopped >5 years previously. RESULTS: In total 6755 patients fulfilled all inclusion criteria: 3383 in the treated group and 3372 in the untreated group. The treated group was younger and less overweight than the untreated group (p < 0.0001). The treated group had fewer late menopauses (p = 0.0002) and fewer first-degree family histories of breast cancer (p < 0.0001). Mean HRT duration was 7.9 years; 30.5% of women were treated for >or=10 years. Breast cancer prevalence was 1.01% for the treated group and 6.21% for the untreated group. The European standardized incidence rate of breast cancer in the untreated group was significantly higher than in the French reference population (comparative incidence figure ratio (CIFR) = 2.24; 95% confidence interval (CI) = 1.50-3.36). In contrast, the European standardized incidence rate in the treated group on the studied HRT regimens (excluding some progestins) was not significantly different from that of the reference population (CIFR = 1.04; 95% CI = 0.35-3.15). CONCLUSION: The differences between the two groups may be due to French gynecologists' treatment strategy of avoiding prescribing HRT to high-risk women, and also perhaps to a specific 'studied HRT' effect.

Aged↗

Cost of lung cancer: a methodological review.

Cost of illness (COI) studies estimate the overall economic burden of a specific disease, rather than simply treatment-related costs. While having been criticised for not allowing resource prioritisation, COI studies can provide useful guidance, so long as they adhere to accepted methodology. The aim of this review is to analyse the methods used to evaluate the cost of lung cancer. Because of the increasing incidence and high direct and indirect costs of lung cancer, it is an important disease in terms of economic implications, and therefore provides a relevant example with which to review COI study methodologies. First, the key points of the methodology relating to COI studies were identified. COI studies relating to lung cancer were then reviewed, focussing on an analysis of the different methods used and an identification of the strengths and weaknesses of each approach. The COI studies that were analysed confirmed that lung cancer is a costly illness, and that hospitalisation and treatments account for a large part of direct costs, while indirect costs represent a large part of the total costs. The review also showed that COI studies adopted significantly different approaches to estimate the costs of lung cancer, reflecting a lack of consensus on the methodology of COI studies in this area. Hence, to increase the credibility of COI studies, closer agreement among researchers on methodological principles would be desirable.

Carcinoma, Non-Small-Cell Lung↗

A semi-Markov model based on generalized Weibull distribution with an illustration for HIV disease.

Multi-state stochastic models are useful tools for studying complex dynamics such as chronic diseases. Semi-Markov models explicitly define distributions of waiting times, giving an extension of continuous time and homogeneous Markov models based implicitly on exponential distributions. This paper develops a parametric model adapted to complex medical processes. (i) We introduced a hazard function of waiting times with a U or inverse U shape. (ii) These distributions were specifically selected for each transition. (iii) The vector of covariates was also selected for each transition. We applied this method to the evolution of HIV infected patients. We used a sample of 1244 patients followed up at the hospital in Nice, France.

Adult↗

Psychometric validation of the French version of the side-effects and life satisfaction inventory (SEALS) in epileptic patients: comparison with the QOLIE-31 inventory and a generic quality of life questionnaire.

A psychometric evaluation of a French version of the side-effects and life satisfaction inventory (SEALS) was carried out. SEALS was compared to the quality of life in epilepsy-31 questionnaire (QOLIE-31) and a generic, health-related quality-of-life questionnaire, the Nottingham health profile (NHP). The psychometric properties of SEALS, assessed in 190 adult subjects with epilepsy, included: acceptability, test-retest reliability and validity, multitrait analysis including internal consistency and item-to-scale correlations, construct validity using factor analysis and discriminative validity using associations with disease characteristics and treatment effects, and, correlations with NHP and QOLIE-31 scores for convergent and divergent validity. Both acceptability and reproducibility were good and internal consistency was high (Cronbach's alpha coefficient = 0.92). Factor analysis with varimax rotation identified five factors: the first, related to cognitive function accounted for 26.0% of the variance. Discriminative validity was good for most treatment characteristics (tolerability, seizure control, compliance) and clinical features (epilepsy type, seizure frequency and severity, depressive symptoms). Correlations with the NHP and QOLIE-31 scores were consistently strong. It was concluded that the psychometric properties of the French translation of SEALS were similar to the original English version. In addition, SEALS provides information on quality of life that is complementary to that obtained with QOLIE-31. In particular, with respect to the QOLIE-31, the SEALS provides information on cognitive and neuropsychological aspects of impairment of quality of life, whereas the QOLIE-31 has a broader scope, taking into account multiple aspects of quality of life in epilepsy.

Adolescent↗

Influence of sex on disease severity in patients with rheumatoid arthritis.

OBJECTIVE: To determine whether patient's sex influences the severity of rheumatoid arthritis (RA) in terms of clinical severity or need for treatments. METHODS: This was a retrospective, single-center study. We compared 133 male patients with 133 female patients presenting with RA and matched for disease duration. Data collection included demographic characteristics, pattern of joint involvement, extraarticular manifestations, medical treatment, and joint surgery. Biological measures, HLA genotypes, Larsen radiological scores on radiographs of hands and feet, and Health Assessment Questionnaire (HAQ) results were obtained. RESULTS: Mean disease duration was 7.4 +/- 6.9 years. Concerning clinical pattern of involvement, sicca syndrome was more frequent in women than in men (p = 0.0003). There were no significant differences concerning absence or presence of at least one disease associated gene (HLA-DRB1*01 or *04) in our patients; however, women more often carried 2 disease associated genes (21% vs 11%). No other difference in clinical, biological, or radiological indicators was noted between the 2 populations. Concerning treatment, there was no difference for large joint arthroplasties; female patients underwent significantly more distal joint arthrodesis, 6.7% vs 1.5% (p = 0.03); they were prescribed slightly more disease modifying drugs, 3.33 vs 2.83 (p = 0.04); and showed a trend toward more large joint arthrodesis, 15% vs 7.5% (p = 0.05), and metacarpophalangeal joint arthroplasties, 5.2% vs 0.7% (p = 0.08). CONCLUSION: When patients are matched for RA duration, sex has little effect on the disease pattern and severity, yet women undergo more distal joint surgery.

Adult↗

Robust Bayesian decision theory applied to optimal dosage.

We give a model for constructing an utility function u(theta,d) in a dose prescription problem. theta and d denote respectively the patient state of health and the dose. The construction of u is based on the conditional probabilities of several variables. These probabilities are described by logistic models. Obviously, u is only an approximation of the true utility function and that is why we investigate the sensitivity of the final decision with respect to the utility function. We construct a class of utility functions from u and approximate the set of all Bayes actions associated to that class. Then, we measure the sensitivity as the greatest difference between the expected utilities of two Bayes actions. Finally, we apply these results to weighing up a chemotherapy treatment of lung cancer. This application emphasizes the importance of measuring robustness through the utility of decisions rather than the decisions themselves.

Antineoplastic Agents↗

Cost-effectiveness of two follow-up strategies for curative resection of colorectal cancer: comparative study using a Markov model.

The follow-up of patients with curative resection of colorectal cancer is still controversial. The means mobilized for postoperative monitoring come at a high cost. However, the modalities are neither formalized nor validated with regard to an improved 5-year survival rate. To compare the cost-effectiveness of both strategies for patient follow-up during the 7 years following curative resection of colorectal cancer, we performed a costeffectiveness analysis adjusted for quality of life. Using data from the literature and a population study, a simulation of follow-up on patients who had undergone curative resection of colorectal cancer was carried out over a 7-year period using a Markov model. Two Markov processes were modeled to compare the cost-effectiveness ratio adjusted for quality of life in patients with a follow-up in accordance with the recommendations of the 1998 French Consensus Conference (standard follow-up) with the carcinoembryonic antigen (CEA) assay and a simplified follow-up. The influence of standard follow-up on the quality-adjusted life expectancy of patients who had Duke's stage A and B colorectal cancer appears to be modest, with increases of 2.5 months and 1.3 months, respectively; it is more acceptable for patients who had had Duke's stage C, with an increase of 11 months. The high variability of cost-effectiveness ratios (> 7 years) of +/- 44,830 and 180,195 Euro per quality-adjusted life-years (QALY), respectively) did not favor the standard follow-up. The cost-effectiveness ratio (> 7 years) of patients having had Duke's stage C colorectal cancer was 1,058 (sd: 2746) Euro per QALY and could favor the standard follow-up. This study showed that standard follow-up with CEA assay tended to preferentially improve the survival of Duke's stage C patients. The type of examination needed and the frequency with which it has to be carried out should take account of the stage, treatment for the initial illness, and the patient's age.

Aged↗

Costs of rheumatoid arthritis in France: a multicenter study of 1109 patients managed by hospital-based rheumatologists.

OBJECTIVE: The economic impact of rheumatoid arthritis (RA) is substantial, but most studies provide cost estimates specific to a US population. We performed a cost-of-illness analysis of patients with RA for French society. METHODS: A cross-sectional study among rheumatologists in 148 hospitals in France was conducted between November and December 2000. Data were collected on health resource consumption associated with RA (treatments, medical devices, physician visits, examinations, hospitalization, other health professional care) during the previous 12 months. Direct costs and social costs were evaluated for 1109 RA patients. The relation of costs to disease activity and severity was analyzed. RESULTS: The annual direct cost of RA per patient was over euro4000. The costs due to hospitalizations represented around 60% of the costs. The major reason for hospitalization was acute care for RA in a rheumatic disease ward. Patients visited a physician an average of 13 times during the 12 months, 7.7 +/- 8.6 visits to an office-based physician and 5.1 +/- 4.4 visits to a hospital-based physician. Among them, 37% of patients were receiving at least one disability pension (16.7%) or sick-leave allowance (11.9%), with an estimated cost of euro7328 per patient. The mean annual budget per patient was euro2742. Medical and social costs increased in patients with severe disease (2 times), longer disease duration since diagnosis (more than double for patients with a history longer than 10 yrs vs patients with less than 2 yrs), active disease (1.4 times), and functional status (4 times more for American College of Rheumatology class IV than for class I). CONCLUSION: Direct costs represented 59% of the total costs for patients with active RA and 57% for patients with severe RA. Social costs represented 41% of the total costs on average.

Aged↗

Psychometric validation of the French version of the quality of life in epilepsy inventory (QOLIE-31): comparison with a generic health-related quality of life questionnaire.

A psychometric evaluation of a French transcultural version of the quality of life in epilepsy inventory-31 (QOLIE-31) was carried out. QOLIE-31 was compared to a generic health-related quality of life questionnaire, the Nottingham health profile (NHP). The psychometric properties of QOLIE-31, assessed in 190 adults with epilepsy, included: acceptability, test-retest reliability and validity (multi-trait analysis including internal consistency and item-to-scale correlations, construct validity using factor analysis, discriminative validity using relationship with disease characteristics, treatment effects, divergent and convergent validity using correlations with NHP scores). Both acceptability and reproducibility were good and internal consistency was high (Cronbach's alpha coefficient = 0.86). Factor analysis with varimax rotation identified seven factors with eigenvalues > 1, with two factors, related to cognitive function and mood, accounting for 46.5% of the variance. However, goodness of fit indices revealed that a model with four factors best fitted the data. The first factor corresponds to a generic mental dimension, the second is equivalent to the cognitive functioning dimension, the third to medication effects including social functioning, and the fourth to seizure worry. Discriminative validity was good for seizure control and treatment tolerability. High correlations between QOLIE-31 and pertinent NHP scales (emotional reactions, energy and social isolation) were observed. The French version of QOLIE-31 thus meets established psychometric criteria for reliability and validity.

Activities of Daily Living↗

Antiphospholipid/antiprotein antibodies, hemostasis-related autoantibodies, and plasma homocysteine as risk factors for a first early pregnancy loss: a matched case-control study.

Maternal hypercoagulability is a possible cause of miscarriage during the eighth and ninth weeks of pregnancy, when the placenta replaces the yolk sac. We thus examined associations between putative markers of an acquired hypercoagulable state and the risk of first miscarriage. We conducted a case-control study comparing 743 women who miscarried in weeks 8 and 9 with 743 women who underwent a first provoked abortion, matched for age, number of pregnancies, and time elapsed since abortion. Levels of plasma homocysteine and of various antiphospholipid/antiprotein and hemostasis-related autoantibodies were categorized in 4 strata (percentiles 1-80, 81-95, 96-99, 100 among control patients) and analyzed in conditional logistic regression models. Pregnancy loss was independently associated with positive lupus anticoagulant (matched odds ratio [OR], 2.6; 95% confidence interval [CI], 1.1-6.0), high levels of immunoglobulin M (IgM) antibodies against cardiolipin (OR for percentile 100 versus 0-80, 3.5; CI, 1.2-10.1) and against phosphatidylethanolamine (OR, 4.7; CI, 1.9-12.1), high levels of IgG antibodies against annexin V (OR, 3.2; CI, 1.1-9.1) and against tissue-type plasminogen activator (OR, 19.5; CI, 7.9-48.0), and high homocystinemia (OR, 4.1; CI, 1.3-12.5). A first early pregnancy loss is associated with increased levels of several autoantibodies and of homocysteine.

Abortion, Spontaneous↗

Predictive factors of 5-year health assessment questionnaire disability in early rheumatoid arthritis.

OBJECTIVE: To determine prognostic factors of disability in early rheumatoid arthritis (RA) and to investigate the radiological and functional course of the disease. METHODS: A total of 191 patients with early RA (diagnosed for less than one year) according to American College of Rheumatology criteria were followed prospectively for 5 years. At baseline and at endpoint, Stanford Health Assessment Questionnaire (HAQ) scores and radiological scores (Sharp's score modified by van der Heijde) were performed. Correlations between numerous baseline data and HAQ score at endpoint were analyzed, using nonparametric tests. A multilinear regression model was performed to select independent prognostic factors of HAQ disability. RESULTS: During the 5-year followup, mean HAQ decreased from 1.3 (+/- 0.7) to 0.6 (+/- 0.6). There were 98 (65.3%) patients with a score > 1 point at baseline, but only 46 (27.4%) after 3 years and 34 (21.8%) after 5 years. Moreover, 90% of the patients had an improvement of the disability score. Final HAQ disability was associated with baseline values of HAQ score, Pain, Ritchie index, tender joint count, Disease Activity Score, erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), and erosion. Multivariate analysis selected baseline HAQ score, Ritchie index, ESR, CRP, and presence of erosion as independent prognostic factors of HAQ disability. The probability cutoff in the logistic model was selected to minimize the sum of false positive and false negative values: negative predictive value = 92.71%, positive predictive value = 46.15%, p = 0.408. Sex, age, IgM and IgA rheumatoid factors, other tested autoantibodies, and HLA class II genes did not contribute significantly to prediction of the disability after 5 years. At baseline, mean scores were 3.6 units (+/- 7.7) for total radiological score, 1.7 (+/- 4.5) for erosion score, and 1.9 (+/- 3.7) for joint space narrowing score. After 5 years, they were 17.9 +/- 22.3, 6.9 +/- 9.5, and 11.0 +/- 15.4, respectively. No erosion was present at the start in 58.0% of patients, compared to 24.2% and 22.4% at 3 and 5 years. Global radiographic progression concerned 87 patients (55.8%) during the 5 years. CONCLUSION: During the first 5 years of RA, radiological damage increased progressively in half of the patients, whereas HAQ disability improved in most of them during the same period of time and could be predicted by baseline values of HAQ score, Ritchie index, ESR, CRP, and presence (or absence) of erosion.

Adult↗

Red blood cell methylfolate and plasma homocysteine as risk factors for venous thromboembolism: a matched case-control study.

BACKGROUND: Moderate hyperhomocysteinaemia is a risk factor for venous thromboembolism. We do not know whether this risk depends on homocysteine itself or on components of the homocysteine remethylation pathway, such as methylfolate. We did a case-control study to analyse the relation between the major components of the homocysteine remethylation pathway and risk of venous thromboembolism. METHODS: We measured concentrations of homocysteine, methionine, and folate in plasma, total folate and methylfolate in red-blood cells, and 5,10-methylenetetrahydrofolate reductase (MTHFR) C677T genotype and other known risk factors for venous thromboembolic disease in 243 patients with deep vein thrombosis or pulmonary embolism and controls matched for sex and age. FINDINGS: Concentrations in plasma of homocysteine differed significantly between cases and controls. We noted a strong concentration-dependent association between concentrations of methylfolate in red-blood cells and risk of venous thromboembolism. The adjusted conditional odds ratio ranged from 1.0 for methylfolate 249 microg/L or greater to 7.1 (3.2-15.8) for methylfolate 141 microg/L or less. Methionine concentrations below the median were also independently associated with raised risk of venous thromboembolic disease, as were established risk factors such as high body-mass index, history of cancer, family history of thromboembolism, oral contraceptive use, and factor V Leiden mutation. Furthermore, the association between concentrations of methylfolate in red-blood cells and risk of thromboembolism varied according to MTHFR C677T genotype. INTERPRETATION: Measurement of methylfolate concentrations in red-blood cells might help to identify people at risk of venous thromboembolism.

Adult↗

Influence of environment and healthcare structures on the survival of patients with colorectal cancer: a French population-based study.

BACKGROUND AND OBJECTIVES: Colorectal cancer is one of the highest-ranking cancers in France, both sexes combined, with 33000 new cases per year. To report on the practice and the efficiency of the healthcare system, an evaluation of the therapeutic management of colorectal cancer was carried out in the department of the Herault, in the south of France. METHODS: Cases of colorectal cancer in 1992 (344 colorectal cancer incidental cases) in the department of the Herault were reviewed. The diversity of the therapeutic choices and survival were evaluated for the different types of healthcare facilities (private hospitals, nonspecialized and specialized hospitals) and residential areas (rural, semi-urban, urban). RESULTS: Two hundred seventy-one patients with colorectal cancer (78.8%) and 234 patients with colorectal cancer (67.7%) were respectively diagnosed and treated in the private sector. Sixteen cases (23.5%) in the public sector (29.7% in the university hospital) and 24 cases (19%) in the private sector involved surgical emergencies (peritonitis, intestinal obstructions) (P = 0.003). Radiotherapy was performed in 59% of patients with rectal cancer. Preoperative radiotherapy was used primarily in specialized hospitals (80% of radiated rectal cancer; P = 0.002), as opposed to postoperative radiotherapy, which was used predominantly in private hospitals (P = 0.005). Forty-five percent of the patients with colorectal cancer who had lymph node involvement have been treated with chemotherapy. In multivariate analysis, lymph node metastasis and the presence of metastases (Dukes stage) were the most important independent pejorative prognostic factors, followed by the initial treatment in nonspecialized hospitals, complicated colorectal cancer (intestinal obstruction, peritonitis), lack of histological differentiation, and rural and urban residential areas. CONCLUSIONS: Apart from independent prognostic factors, such as parietal, ganglionic, or metastatic extensions, the lack of histological differentiation, and the complicated forms, heterogeneity and inequality persist in the distribution, treatment for, and the survival of patients with colorectal cancer based on the type of healthcare facility and the living area of this French population.

Adult↗

Clinical practice among rheumatologists: managing patients with rheumatoid arthritis.

The objective of this study was to review evaluations of current clinical practice among rheumatologists managing patients with rheumatoid arthritis. We reviewed articles retrieved through PubMed using the search terms 'rheumatoid arthritis', 'clinical practice', 'physician's practice patterns', and 'health service research'. We set the time limits at January 1990 and May 2001. Marked variability was found in initial tests, initial treatment, changes in clinical status by number of visits, second-line treatment prescription and monitoring, use of monitoring criteria, clinical outcomes by type of health care insurance, and management of a fictional case. The data were obtained by survey in some studies and by prospective collection in others. This literature review indicates a need for developing recommendations for the management of rheumatoid arthritis.

Arthritis, Rheumatoid↗