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Marques ML, Alunno A, Boonen A, Ter Wee MM, Falzon L, Ramiro S, Putrik P. Methodological aspects of design, analysis and reporting of studies with work participation as an outcome domain in patients with inflammatory arthritis: results of two systematic literature reviews informing EULAR points to consider. RMD Open 2021; 7:rmdopen-2020-001522. [PMID: 33542048 PMCID: PMC7868290 DOI: 10.1136/rmdopen-2020-001522] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 01/06/2021] [Accepted: 01/14/2021] [Indexed: 12/12/2022] Open
Abstract
Objective To summarise the methodological aspects in studies with work participation (WP) as outcome domain in inflammatory arthritis (IA) and other chronic diseases. Methods Two systematic literature reviews (SLRs) were conducted in key electronic databases (2014–2019): search 1 focused on longitudinal prospective studies in IA and search 2 on SLRs in other chronic diseases. Two reviewers independently identified eligible studies and extracted data covering pre-defined methodological areas. Results In total, 58 studies in IA (22 randomised controlled trials, 36 longitudinal observational studies) and 24 SLRs in other chronic diseases were included. WP was the primary outcome in 26/58 (45%) studies. The methodological aspects least accounted for in IA studies were as follows (proportions of studies positively adhering to the topic are shown): aligning the studied population (16/58 (28%)) and sample size calculation (8/58 (14%)) with the work-related study objective; attribution of WP to overall health (28/58 (48%)); accounting for skewness of presenteeism/sick leave (10/52 (19%)); accounting for work-related contextual factors (25/58 (43%)); reporting attrition and its reasons (1/58 (2%)); reporting both aggregated results and proportions of individuals reaching predefined meaningful change or state (11/58 (16%)). SLRs in other chronic diseases confirmed heterogeneity and methodological flaws identified in IA studies without identifying new issues. Conclusion High methodological heterogeneity was observed in studies with WP as outcome domain. Consensus around various methodological aspects specific to WP studies is needed to improve quality of future studies. This review informs the EULAR Points to Consider for conducting and reporting studies with WP as an outcome in IA.
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Affiliation(s)
- Mary Lucy Marques
- Rheumatology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands .,Rheumatology, Centro Hospitalar e Universitario de Coimbra EPE, Coimbra, Portugal
| | - Alessia Alunno
- Rheumatology Unit, University of Perugia Department of Medicine, Perugia, Umbria, Italy
| | - Annelies Boonen
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, Limburg, The Netherlands.,Department of Health Services Research, Universiteit Maastricht Care and Public Health Research Institute, Maastricht, Limburg, The Netherlands
| | - Marieke M Ter Wee
- Department of Epidemiology and Data Science, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Rheumatology and immunology, AI&I, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Louise Falzon
- Center for Personalized Health, Feinstein Institutes for Medical Research, Northwell Health, New York, New York, USA
| | - Sofia Ramiro
- Rheumatology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands.,Rheumatology, Zuyderland Medical Centre Heerlen, Heerlen, Limburg, The Netherlands
| | - Polina Putrik
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, Limburg, The Netherlands.,Department of Health Services Research, Universiteit Maastricht Care and Public Health Research Institute, Maastricht, Limburg, The Netherlands
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Identifying Infliximab- (IFX-) Responsive Blood Signatures for the Treatment of Rheumatoid Arthritis. BIOMED RESEARCH INTERNATIONAL 2021. [DOI: 10.1155/2021/5556784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Rheumatoid arthritis (RA) is a severe chronic pathogenic inflammatory abnormality that damages small joints. Comprehensive diagnosis and treatment procedures for RA have been established because of its severe symptoms and relatively high morbidity. Medication and surgery are the two major therapeutic approaches. Infliximab (IFX) is a novel biological agent applied for the treatment of RA. IFX improves physical functions and benefits the achievement of clinical remission even under discontinuous medication. However, not all patients react to IFX, and distinguishing IFX-sensitive and IFX-resistant patients is quite difficult. Thus, how to predict the therapeutic effects of IFX on patients with RA is one of the urgent translational medicine problems in the clinical treatment of RA. In this study, we present a novel computational method for the identification of the applicable and substantial blood gene signatures of IFX sensitivity by liquid biopsy, which may assist in the establishment of a clinical drug sensitivity test standard for RA and contribute to the revelation of unique IFX-associated pharmacological mechanisms.
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Behrens F, Tony HP, Koehm M, Schwaneck EC, Gnann H, Greger G, Burkhardt H, Schmalzing M. Sustained improvement in work outcomes in employed patients with rheumatoid arthritis during 2 years of adalimumab therapy: an observational cohort study. Clin Rheumatol 2020; 39:2583-2592. [PMID: 32206973 PMCID: PMC7426289 DOI: 10.1007/s10067-020-05038-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 02/28/2020] [Accepted: 03/05/2020] [Indexed: 12/21/2022]
Abstract
Objective The goal of this study was to evaluate the long-term impact of adalimumab therapy on work-related outcomes in employed patients with rheumatoid arthritis (RA). Method We utilized data from an observational cohort of German patients who initiated adalimumab treatment during routine clinical care. Analyses were based on employed patients (part-time or full-time) who continued adalimumab treatment for 24 months. Major outcomes were self-reported sick leave days in the previous 6 months, absenteeism, presenteeism, and total work productivity impairment as assessed by the Work Productivity and Activity Impairment (WPAI) questionnaire and disease activity assessments. The normal number of sick leave days was based on data from the German Federal Statistical Office. Results Of 783 patients, 72.3% were women, mean age was 47.9 years, and mean disease duration was 7.8 years. At baseline (before adalimumab initiation), 42.9% of patients had higher than normal sick leave days (> 5) in the previous 6 months. During 24 months of adalimumab treatment, 61% of patients with higher than normal sick leave days at baseline returned to normal sick leave values (≤ 5 days/6 months). Overall, mean sick leave days/6 months decreased from 14.8 days at baseline to 7.4 days at month 24. Improvements were observed in WPAI assessments and disease activity measures, although presenteeism levels remained high (32.2% at month 24). Conclusions Adalimumab treatment was associated with strong and sustained improvements in work-related outcomes in employed patients who continued on adalimumab for 24 months. Presenteeism appears to be the work outcome most resistant to improvement during RA treatment. Trial registration NCT01076205Key Points • Long-term adalimumab therapy was associated with sustained improvements in work outcomes in patients with rheumatoid arthritis. • Despite improvements in sick leave days and work absenteeism, presenteeism (impairment while at work) remained relatively high. |
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Affiliation(s)
- Frank Behrens
- Division of Rheumatology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Project Group Translational Medicine & Pharmacology TMP, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Frankfurt am Main, Germany
| | - Hans-Peter Tony
- Schwerpunkt Rheumatologie/Klinische Immunologie Medizinische Klinik und Poliklinik II, Universität Würzburg, Oberdürrbacher Strasse 6, Würzburg, Germany
| | - Michaela Koehm
- Division of Rheumatology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Project Group Translational Medicine & Pharmacology TMP, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Frankfurt am Main, Germany
| | - Eva C Schwaneck
- Schwerpunkt Rheumatologie/Klinische Immunologie Medizinische Klinik und Poliklinik II, Universität Würzburg, Oberdürrbacher Strasse 6, Würzburg, Germany
| | - Holger Gnann
- Abteilung Biostatistik, GKM Gesellschaft für Therapieforschung mbH, Munich, Germany
| | - Gerd Greger
- AbbVie Deutschland GmbH & Co. KG, Wiesbaden, Germany
| | - Harald Burkhardt
- Division of Rheumatology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany.,Project Group Translational Medicine & Pharmacology TMP, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Frankfurt am Main, Germany
| | - Marc Schmalzing
- Schwerpunkt Rheumatologie/Klinische Immunologie Medizinische Klinik und Poliklinik II, Universität Würzburg, Oberdürrbacher Strasse 6, Würzburg, Germany.
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Ludvigsson JF, Svedberg P, Olén O, Bruze G, Neovius M. The longitudinal integrated database for health insurance and labour market studies (LISA) and its use in medical research. Eur J Epidemiol 2019; 34:423-437. [PMID: 30929112 PMCID: PMC6451717 DOI: 10.1007/s10654-019-00511-8] [Citation(s) in RCA: 579] [Impact Index Per Article: 115.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 03/12/2019] [Indexed: 12/17/2022]
Abstract
Education, income, and occupation are factors known to affect health and disease. In this review we describe the Swedish Longitudinal Integrated Database for Health Insurance and Labour Market Studies (LISA, Longitudinell Integrationsdatabas för Sjukförsäkrings- och Arbetsmarknadsstudier). LISA covers the adult Swedish population aged ≥ 16 years registered on December 31 each year since 1990 (since 2010 individuals aged ≥ 15 years). The database was launched in response to rising levels of sick leave in the country. Participation in Swedish government-administered registers such as LISA is compulsory, and hence selection bias is minimized. The LISA database allows researchers to identify individuals who do not work because of injury, disease, or rehabilitation. It contains data on sick leave and disability pension based on calendar year. LISA also includes information on unemployment benefits, disposable income, social welfare payments, civil status, and migration. During 2000–2017, an average of 97,000 individuals immigrated to Sweden each year. This corresponds to about 1% of the Swedish population (10 million people in 2017). Data on occupation have a completeness of 95%. Income data consist primarily of income from employment, capital, and allowances, including parental allowance. In Sweden, work force participation is around 80% (2017: overall: 79.1%; men 80.3% and women 77.9%). Education data are available in > 98% of all individuals aged 25–64 years, with an estimated accuracy for highest attained level of education of 85%. Some information on civil status, income, education, and employment before 1990 can be obtained through the Population and Housing Census data (FoB, Folk- och bostadsräkningen).
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Affiliation(s)
- Jonas F Ludvigsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden. .,Department of Paediatrics, Örebro University Hospital, Örebro, Sweden. .,Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Clinical Sciences Building 2, City Hospital, Nottingham, UK. .,Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA.
| | - Pia Svedberg
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ola Olén
- Clinical Epidemiology Unit, Department of Medicine Stockholm, Karolinska Institutet, Stockholm, Sweden
| | - Gustaf Bruze
- Clinical Epidemiology Unit, Department of Medicine Stockholm, Karolinska Institutet, Stockholm, Sweden
| | - Martin Neovius
- Clinical Epidemiology Unit, Department of Medicine Stockholm, Karolinska Institutet, Stockholm, Sweden
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Rintelen B, Zwerina J, Herold M, Singer F, Hitzelhammer J, Halder W, Eichbauer-Sturm G, Puchner R, Stetter M, Leeb BF. Validity of data collected in BIOREG, the Austrian register for biological treatment in rheumatology: current practice of bDMARD therapy in rheumatoid arthritis in Austria. BMC Musculoskelet Disord 2016; 17:358. [PMID: 27550175 PMCID: PMC4994324 DOI: 10.1186/s12891-016-1207-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Accepted: 08/05/2016] [Indexed: 12/19/2022] Open
Abstract
Background The purpose of the present study was to check the validity of data collected in BIOREG, the Austrian register for biological treatment in rheumatology, and to elucidate eventual differences with respect to disease activity (DA) in patients with rheumatoid arthritis (RA) on established biological DMARDs (bDMARDs) before inclusion into the register (EST) and beginners at the time point of inclusion (NEW) after 1 year of treatment. Methods RA patients with a complete follow-up of 1 year in BIOREG were divided into EST and NEW and compared with respect to DA, remission rates, concomitant synthetic DMARDs (csDMARDs) and glucocorticoid therapy (GC) at baseline and after 1-year follow-up. Safety concerns are listed. Descriptive statistics are applied. Results For 346 RA patients (284 EST, 62 NEW) out of 970 RA patients included into BIOREG, a full data set for a 1-year follow-up was available. No differences in DA were observed after 1 year as expressed by DAS28 or RADAI-5, and small differences as expressed by remission rates according to DAS28, RADAI-5 or Boolean criteria (namely approximately 1/2, 1/3 to 1/4 and 1/4 to 1/5 of the patients respectively). Sixty-four adverse events (AEs) were noted in 56 (20 %) of EST and 20 in 19 (31 %) of NEW patients. Malignancy occurred in four patients. After 1 year, 48 % of EST patients but only 16 % of NEW patients were on bDMARD monotherapy. Conclusion Regarding DA, the date collected in BIOREG appeared to be valid. After 1 year of bDMARD therapy, all patients, whether EST or NEW, achieved a similar level of DA. AEs occurred more frequently during the early phase of bDMARD treatment. Austrian rheumatologists initiate bDMARD therapy in patients with lower disease levels than in other European countries, leading to high remission rates.
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Affiliation(s)
- Bernhard Rintelen
- Lower Austrian State Hospital Stockerau, 2nd Department for internal medicine, Lower Austrian Center for Rheumatology, Landstrasse 18, Stockerau, 2000, Austria. .,Karl Landsteiner Institute for Clinical Rheumatology, Landstrasse 18, Stockerau, 2000, Austria.
| | - Jochen Zwerina
- Ludwig Boltzmann Institute of Osteology at the Hanusch Hospital of WGKK and AUVA Trauma Centre Meidling, 1st Medical Department, Hanusch Hospital Vienna, Heinrich-Collinstrasse 30, Vienna, 1140, Austria
| | - Manfred Herold
- Medical University of Innsbruck, Anichstrasse 35, Innsbruck, 6020, Austria
| | - Franz Singer
- BIOREG, Schloßhoferstrasse 4/4/12, Vienna, 1221, Austria
| | - Johann Hitzelhammer
- Health Center Vienna Mariahilf, Wiener Gebietskrankenkasse, Mariahilfer Strasse 85-87, Vienna, 1060, Austria
| | | | | | - Rudolf Puchner
- Office based rheumatologist, Freiung 19, Wels, 4070, Austria
| | - Miriam Stetter
- Department for Internal Medicine, Lower Austrian State Hospital Amstetten, Krankenhausstrasse 21, Amstetten, 3300, Austria
| | - Burkhard F Leeb
- Lower Austrian State Hospital Stockerau, 2nd Department for internal medicine, Lower Austrian Center for Rheumatology, Landstrasse 18, Stockerau, 2000, Austria.,Karl Landsteiner Institute for Clinical Rheumatology, Landstrasse 18, Stockerau, 2000, Austria.,Medical University of Graz, Auenbruggerplatz 2, Graz, 8010, Austria
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