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PURPOSE: Metadata for data dIscoverability aNd study rEplicability in obseRVAtional studies (MINERVA), a European Medicines Agency-funded project (EUPAS39322), defined a set of metadata to describe real-world data sources (RWDSs) and piloted metadata collection in a prototype catalogue to assist investigators from data source discoverability through study conduct. METHODS: A list of metadata was created from a review of existing metadata catalogues and recommendations, structured interviews, a stakeholder survey, and a technical workshop. The prototype was designed to comply with the FAIR principles (findable, accessible, interoperable, reusable), using MOLGENIS software. Metadata collection was piloted by 15 data access partners (DAPs) from across Europe. RESULTS: A total of 442 metadata variables were defined in six domains: institutions (organizations connected to a data source); data banks (data collections sustained by an organization); data sources (collections of linkable data banks covering a common underlying population); studies; networks (of institutions); and common data models (CDMs). A total of 26 institutions were recorded in the prototype. Each DAP populated the metadata of one data source and its selected data banks. The number of data banks varied by data source; the most common data banks were hospital administrative records and pharmacy dispensation records (10 data sources each). Quantitative metadata were successfully extracted from three data sources conforming to different CDMs and entered into the prototype. CONCLUSIONS: A metadata list was finalized, a prototype was successfully populated, and a good practice guide was developed. Setting up and maintaining a metadata catalogue on RWDSs will require substantial effort to support discoverability of data sources and reproducibility of studies in Europe.
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Metadados , Estudos Observacionais como Assunto , Europa (Continente) , Humanos , Projetos Piloto , Reprodutibilidade dos Testes , Estudos Observacionais como Assunto/métodos , Coleta de Dados/métodos , Coleta de Dados/normas , Bases de Dados Factuais/estatística & dados numéricos , Software , Farmacoepidemiologia/métodosRESUMO
BACKGROUND: In Germany, all women aged 50-69 have been invited to biennial mammography screening since 2009. We aimed to assess longitudinal adherence over ten years in women aged 50 in 2009 and characterize the different adherence groups. METHODS: Using the German Pharmacoepidemiological Research Database (GePaRD, ~ 20% of the German population), we included women aged 50 in 2009 (baseline) with continuous health insurance coverage and without breast cancer or in-situ-carcinoma. We followed them until age 59 and categorized them according to mammography screening participation into the following groups: never, 1-2, 3-4, 5-6 times. We characterized these groups, inter alia, regarding the use of other preventive measures, non-screening mammography (i.e., mammography outside the organized screening program) and menopausal hormone therapy. RESULTS: Overall, 82,666 women were included. Of these, 27.6% never participated in the screening program, 15.1% participated 1-2 times, 31.7% participated 3-4 times and 25.6% participated regularly (5-6 times). Among regular participants, 91% utilized other preventive measures (e.g., cervical cancer screening, general health checkup) before baseline as compared to 66% among non-participants. Menopausal hormone therapy was least common among non-participants (11% vs. 18% among regular participants). Among non-participants, the proportions using ≥ 1, ≥ 2, and ≥ 3 non-screening mammographies between age 50-59 were 25%, 18%, and 15%, respectively. CONCLUSIONS: Using a large cohort based on claims data, this study provides novel insights into longitudinal adherence to the mammography screening program and the use of mammography outside of the program in Germany. Between age 50-59, 57% of eligible women participated at least three times in the German mammography screening program and 28% (~ 3 in 10 women) never participated. Among non-participants, 15% had at least three non-screening mammographies during this period, indicating potential gray screening. Participants more often utilized other preventive measures as compared to non-participants.
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Neoplasias da Mama , Neoplasias do Colo do Útero , Humanos , Feminino , Detecção Precoce de Câncer , Mamografia , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/prevenção & controle , Bases de Dados FactuaisRESUMO
AIM: To estimate the extent of off-label prescribing of antidepressants in older adults and to characterize patients with off-label vs on-label prescriptions of antidepressants using a large German health claims database. METHODS: Using data from the German Pharmacoepidemiological Research Database (GePaRD), we conducted a cross-sectional study in adults aged 65 years or older with a dispensation of an antidepressant between 1 January 2009 and 31 December 2015 after a period of 365 days without such a dispensation. We assessed the overall and annual proportion of off-label prescriptions of antidepressants by class and individual substance. RESULTS: Among 263 276 incident users of antidepressants, the proportion of off-label prescribing was 43.6% (95% CI 43.4-43.8%) with little variation between 2009 and 2015 (42.2-44.4%). The proportion of off-label use was higher in men (49%) than women (41%). While the proportion of off-label prescriptions was highest for tri- and tetracyclic antidepressants with 56.2% (amitriptyline 54.6%, maximum 65.9% for trimipramine), it amounted to 41.8% for selective serotonin reuptake inhibitors (citalopram 41.6%, maximum 46.0% for escitalopram) and was 51.2% for mirtazapine. Indicators of overall morbidity were similar in both groups, eg, pain was coded in 72% of off-label users vs 77% of on-label users (insomnia 20% vs 24%). CONCLUSION: Our study suggests a high prevalence of off-label antidepressant use among older adults in Germany, which was not restricted to certain classes of antidepressants or individual antidepressants. Given the unclear risk-benefit ratio, studies investigating the safety of off-label use among older adults for individual antidepressants are urgently needed.
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Análise de Dados , Uso Off-Label , Idoso , Antidepressivos/uso terapêutico , Estudos Transversais , Feminino , Alemanha/epidemiologia , Humanos , Masculino , Inibidores Seletivos de Recaptação de SerotoninaRESUMO
INTRODUCTION: Safe and effective pharmacological treatment is of paramount importance for treating severe psoriasis. Brodalumab, a monoclonal antibody against interleukin (IL) 17 receptor A, was granted marketing authorisation in the EU in 2017. The European Medicines Agency requested a postauthorisation safety study of brodalumab to address potential safety issues raised during drug development regarding major adverse cardiovascular events, suicidal conduct, cancer and serious infections. METHODS AND ANALYSIS: BRodalumab Assessment of Hazards: A Multinational Safety is a multicentre observational safety study of brodalumab running from 2017 to 2029 using population-based healthcare databases from Denmark, Sweden, Norway, Netherlands, Germany and three different centres in Italy. A distributed database network approach is used, such that only aggregate data are exchanged between sites.Two types of designs are used: a case-time-control design to study acute effects of transient treatment and a variation of the new user active comparator design to study the effects of transient or chronic treatment. As comparators, inhibitors of TNF-α, inhibitors of IL-12 and IL-23, and other inhibitors of cytokine IL-17A are included.In the self-controlled case-time-control design, the risk of developing the outcome of interest during periods of brodalumab use is compared within individuals to the risk in periods without use.In the active comparator cohort design, new users of brodalumab are identified and matched to new users of active comparators. Potential baseline confounders are adjusted for by using propensity score modelling. For outcomes that potentially require large cumulative exposure, an adapted active comparator design has been developed. ETHICS AND DISSEMINATION: The study is approved by relevant authorities in Denmark, Norway, Sweden, the Netherlands, Germany and Italy in line with the relevant legislation at each site. Data confidentiality is secured by the distributed network approach. Results will be published in peer-reviewed journals. TRIAL REGISTRATION NUMBER: EUPAS30280.
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Anticorpos Monoclonais Humanizados , Psoríase , Humanos , Anticorpos Monoclonais Humanizados/efeitos adversos , Anticorpos Monoclonais Humanizados/uso terapêutico , Psoríase/tratamento farmacológico , Índice de Gravidade de Doença , Resultado do TratamentoRESUMO
INTRODUCTION: Studies have shown an increased risk of febrile convulsions (FC) after first immunization with the quadrivalent measles-mumps-rubella-varicella vaccine (MMRV) compared to a first dose of measles-mumps-rubella vaccine (MMR) only or in combination with separately administered varicella vaccine (MMR + V). Therefore, it is recommended to give MMR + V at first dose and MMRV or MMR + V at second dose. Little is known on the risk of FC after MMRV at second dose, especially whether the risk depends on age, sex, history of FC or type of first dose vaccine. METHODS: A retrospective cohort study using claims data from the German Pharmacoepidemiological Research database (GePaRD) was performed in children born between January 1st, 2004 and October 31st, 2015 who received two doses of MMRV, MMR + V or MMR. Cases were defined as hospitalization with a diagnosis of FC without neurological conditions coded as main discharge diagnosis. Unadjusted and adjusted odds ratios (OR) with 95% confidence intevals (CIs) were calculated to compare the risk of FC. Stratified analyses were performed to examine potential effect modification by age, sex, history of FC or type of first dose vaccine. RESULTS: In the first 30 days after second dose vaccination, 464 FCs were observed in a cohort of 528,639 children with a median age of 17 months. After adjustment for potential confounders, the adjusted OR for FC in the 30 days after vaccination was 1.25 (95% CI 0.67-2.30) for MMRV compared to MMR + V and 1.04 (0.82-1.32) for MMRV compared to MMR. History of FC was the most important risk factor with an OR of 36.26 (29.30-44.89). We found no effect modification by age, sex, history of FC, or type of first dose vaccine. CONCLUSION: Use of MMRV at second dose is not associated with an increased risk of FC compared to MMR + V or MMR, irrespective of age, sex, history of FC, or type of first dose vaccine.
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Sarampo , Caxumba , Rubéola (Sarampo Alemão) , Convulsões Febris , Anticorpos Antivirais , Vacina contra Varicela , Criança , Humanos , Lactente , Sarampo/prevenção & controle , Vacina contra Sarampo-Caxumba-Rubéola , Caxumba/prevenção & controle , Estudos Retrospectivos , Rubéola (Sarampo Alemão)/prevenção & controle , Convulsões Febris/induzido quimicamente , Convulsões Febris/epidemiologia , Vacinas CombinadasRESUMO
Little is known about the utilization of St. John's wort (Hypericum perforatum L.) during pregnancy. In Germany, certain preparations of St. John's wort can be reimbursed by statutory health insurances, facilitating to investigate exposure to St. John's wort based on claims data. We therefore aimed to characterize pregnancies exposed to St. John's wort and to explore potential malformations in the babies. Using claims data from the German Pharmacoepidemiological Research Database (GePaRD), pregnancies exposed to St. John's wort during at least one trimester between 2006 and 2016 and the corresponding babies were identified. Exposure was identified via outpatient dispensations. Pregnancies were characterized regarding timing of exposure, use of other antidepressants, pregnancy outcomes and the occurrence of major malformations in the babies (not considering codes for musculoskeletal and other malformations due to low data quality in this regard). Out of 496 pregnancies with a dispensation of St. John's wort during pregnancy, 420 (85 %) had a dispensation during the first trimester. There was a dispensation of other antidepressants before pregnancy in 21 % (during pregnancy: 12 %). Eleven percent of pregnancies ended in non-live births. In 312 babies linked to 305 pregnancies, major malformations were coded in 18 babies (5.8 %), of which 17 were exposed in the first trimester. The crude relative risk of major malformations for babies exposed during the first vs. the second or third trimester only was 3.56 (0.48-26.17). Our results suggest that only in a minority of pregnancies, St. John's wort is used as an alternative to other antidepressants. Even though the relatively high rates of non-live births and major malformations after exposure to St. John's wort during the first trimester need to be interpreted with caution, the findings are striking and generate hypotheses that merit further investigation.
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Hypericum , Exposição Materna , Antidepressivos , Análise de Dados , Feminino , Alemanha , Humanos , Fitoterapia , Extratos Vegetais , Preparações de Plantas , GravidezRESUMO
INTRODUCTION: Medications with anticholinergic activity (MACs) are used to treat diseases common in older adults. Evidence on the association between anticholinergic burden (AB) and increased risk of fractures and osteoporosis or reduced bone mineral density (BMD) is inconsistent. Our aim was to conduct a systematic review of observational studies on AB with fractures and osteoporosis or reduced BMD and provide methodological appraisal of included studies. METHODS: We searched MEDLINE, EMBASE, Science Citation Index and CENTRAL as well as grey literature from database inception up to August 2020. Eligibility criteria were: observational design, AB-exposure measured through a scale, fracture of any type or osteoporosis or reduced BMD as outcome, and reported measure of association between exposure and outcome. No restrictions related to time, language or type of data were applied. Eligibility and risk of bias assessment as well as data extraction were performed independently by two reviewers. Risk of bias of the included studies was assessed using the Newcastle-Ottawa Scale and the RTI Item Bank. RESULTS: The majority of the nine included studies had low risk of bias but heterogeneous methodology. No study used a new user design. Seven studies reported an increased risk of fractures associated with AB. In four studies using the Anticholinergic Risk Scale (ARS), adjusted risk of fractures was increased by 2-61% for ARS = 1, by 0-97% for ARS = 2, by 19-84% for ARS = 3, and by 56-96% for ARS ≥ 4; in three studies the ARS was aggregated, risk increased by 39% for ARS = 1-2 and 17% for ARS = 2-3. Two studies reported increased risk of fractures of 14 and 52% in the highest AB-category and one study reported that change in ARS of ≥ 3 during hospitalization was associated with a 321% increased risk in fractures. Two studies did not find an association between AB and fractures. The association between AB and osteoporosis or reduced BMD could only be assessed in two studies, one reporting increased risk of lower BMD at Ward's triangle, the other reporting no association between AB and BMD T-score change at the femoral neck. DISCUSSION: Our study suggests an association between AB and increased risk of fractures with possible dose-exposure gradient in studies using the ARS. The low number of studies and heterogeneity of methods calls for the conduct of more studies. We conducted a study investigating the risk of fractures associated with anticholinergic burden, which is the result of taking one or more medication with anticholinergic activity. The results of our study suggest that persons who experience anticholinergic burden might have a higher risk of fractures. However, since we were only able to include nine studies, more studies conducted in a similar way are needed.
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Densidade Óssea/efeitos dos fármacos , Antagonistas Colinérgicos/administração & dosagem , Fraturas Ósseas/epidemiologia , Osteoporose/epidemiologia , Idoso , Idoso de 80 Anos ou mais , Viés , Antagonistas Colinérgicos/efeitos adversos , Relação Dose-Resposta a Droga , Feminino , Fraturas Ósseas/induzido quimicamente , Humanos , Masculino , Estudos Observacionais como Assunto , Osteoporose/induzido quimicamente , Prevalência , Medição de RiscoRESUMO
INTRODUCTION: Given the sparsity of longitudinal studies on colonoscopy use, we quantified utilization of repeat colonoscopy within 10 years and the proportion of persons with polypectomies at first repeat colonoscopy using a large German claims database. METHODS: Based on the German Pharmacoepidemiological Research Database, we identified persons who underwent colonoscopy between 2006 and 2015 (index colonoscopy) and assessed colonoscopies and polypectomies during follow-up. We defined 3 subcohorts based on available procedure/diagnosis codes at index colonoscopy: persons with snare polypectomy, which is reimbursable for lesions ≥5 mm in size (cohort 1), with a forceps polypectomy (cohort 2), and without such procedures/diagnoses (cohort 3). We stratified all analyses by diagnostic vs screening index colonoscopy. RESULTS: Overall, we included 3,076,657 persons (cohort 1-3: 15%, 13%, 72%). Among persons with screening index colonoscopy (30%), the proportions with a repeat colonoscopy within 10 years in cohorts 1, 2, and 3 were 78%, 66%, and 43%, respectively, and a snare polypectomy at first repeat colonoscopy was performed in 27%, 17%, and 12%, respectively. In cohort 1, 32% of persons with a (first) repeat colonoscopy after 9 years had a snare polypectomy (after 3 years: 25%). Among persons with diagnostic index colonoscopies, 80%, 78%, and 65% had a repeat colonoscopy, and 27%, 17%, and 10% had a snare polypectomy at first repeat colonoscopy, respectively. DISCUSSION: Our study suggests substantial underuse of repeat colonoscopy among persons with previous snare polypectomy and overuse among lower risk groups. One-quarter of persons with a snare polypectomy at baseline had another snare polypectomy at first repeat colonoscopy.
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Pólipos do Colo/cirurgia , Colonoscopia/estatística & dados numéricos , Neoplasias Colorretais/prevenção & controle , Programas de Rastreamento/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Colo/diagnóstico por imagem , Colo/cirurgia , Pólipos do Colo/diagnóstico , Neoplasias Colorretais/diagnóstico , Feminino , Seguimentos , Alemanha , Mau Uso de Serviços de Saúde/estatística & dados numéricos , Humanos , Mucosa Intestinal/diagnóstico por imagem , Mucosa Intestinal/cirurgia , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Adulto JovemRESUMO
BACKGROUND AND PURPOSE: Selective serotonin reuptake inhibitors (SSRIs) are frequently prescribed in the elderly due to a more favorable risk profile than other antidepressants (ADs). However, SSRIs are associated with an increased risk of gastrointestinal bleeding, while evidence on the risk of hemorrhagic stroke (HS) is limited. Therefore, we compared the risk of HS associated with the use of ADs in the elderly. METHODS: Based on data from the German Pharmacoepidemiological Research Database (GePaRD), a case-control study matched on age, sex, and health insurance provider, nested in a cohort of incident users of ADs ≥ 65 years of age was performed. Cases were identified from hospital discharge diagnoses, and exposure was identified from outpatient prescriptions. Multivariable conditional logistic regression was used to estimate adjusted odds ratios (ORs) with 95% confidence intervals (CIs). RESULTS: Based on 4059 cases and 40,590 controls, an increased risk of HS was found in current use of SSRIs (OR 1.39, 95% CI 1.22-1.58), selective serotonin and noradrenaline reuptake inhibitors (1.69, 1.35-2.11), noradrenergic and specific serotonergic ADs (1.44, 1.22-1.69), and noradrenaline reuptake inhibitors (3.81, 1.54-9.43) compared with tri- and tetracyclic antidepressants. An increased risk of HS was seen in patients with a high baseline risk of bleeding and in patients with depression. The risk of HS varied between individual ADs. CONCLUSION: Our study shows that the use of medications inhibiting serotonin and/or noradrenaline reuptake increases the risk of HS in patients aged 65 years and older and that the risk varies across individual ADs.
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Antidepressivos/efeitos adversos , Hemorragias Intracranianas/induzido quimicamente , Inibidores Seletivos de Recaptação de Serotonina/efeitos adversos , Acidente Vascular Cerebral/induzido quimicamente , Inibidores da Captação Adrenérgica/administração & dosagem , Inibidores da Captação Adrenérgica/efeitos adversos , Idoso , Idoso de 80 Anos ou mais , Antidepressivos/administração & dosagem , Estudos de Casos e Controles , Bases de Dados Factuais , Depressão/epidemiologia , Feminino , Humanos , Hemorragias Intracranianas/epidemiologia , Masculino , Fatores de Risco , Inibidores Seletivos de Recaptação de Serotonina/administração & dosagem , Acidente Vascular Cerebral/epidemiologiaRESUMO
INTRODUCTION: Medications with anticholinergic activity are used in the treatment of many diseases common in old age, including depression, psychosis, Parkinson's disease, allergies, pain and urinary incontinence. A high anticholinergic burden (ACB) is considered a major risk factor for fractures in older adults but recent studies reported inconsistent results. These inconsistencies may partly be due to differences in methodological aspects. However, no systematic review so far has addressed this association and considered study methods. Thus, we aim to conduct a systematic review and meta-analysis of observational studies addressing the association of ACB with fractures and to provide a methodological appraisal of the included studies. METHODS AND ANALYSIS: We will search MEDLINE, EMBASE, the Science Citation Index, CENTRAL and grey literature using a strategy that combines the terms anticholinergic and fractures. We will hand search reference lists of articles. Two reviewers will independently screen all identified abstracts for eligibility and evaluate the risk of bias of the included studies using the Newcastle-Ottawa Quality Assessment Scale and RTI item bank. Discrepancies will be resolved by consensus or consultation with a third researcher. We will conduct a meta-analysis, either for the overall population or for specific and more homogeneous subgroups, if the number of studies retrieved and their heterogeneity allows it. ETHICS AND DISSEMINATION: No ethics approval will be sought, as no original data will be collected for this review. Findings will be disseminated through peer-reviewed publication and conference presentations. PROSPERO REGISTRATION NUMBER: CRD42018116737.