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1.
PLoS One ; 17(10): e0274237, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36201473

RESUMO

OBJECTIVE: To assess baseline characteristics and antithrombotic treatment (ATT) prescription patterns in patients enrolled in the third phase of the GLORIA-AF Registry Program, evaluate predictors of treatment prescription, and compare results with phase II. METHODS: GLORIA-AF is a large, global, prospective registry program, enrolling patients with newly diagnosed nonvalvular atrial fibrillation (AF) at risk of stroke. Patients receiving dabigatran were followed for two years in phase II, and all patients were followed for 3 years in phase III. Phase II started when dabigatran became available; phase III started when the characteristics of patients receiving dabigatran became roughly comparable with those receiving vitamin K antagonists (VKAs). RESULTS: Between 2014 and 2016, 21,241 patients were enrolled in phase III. In total, 82% of patients were prescribed oral anticoagulation ([OAC]; 59.5% novel/nonvitamin K oral anticoagulants [NOACs], 22.7% VKAs). A further 11% of patients were prescribed antiplatelets without OAC and 7% were prescribed no ATT. A high stroke risk was the main driver of OAC prescription. Factors associated with prescription of VKA over NOAC included type of site, region, physician specialty, and impaired kidney function. CONCLUSION: Over the past few years, data from phase III of GLORIA-AF show that OACs have become the standard treatment option, with most newly diagnosed AF patients prescribed a NOAC. However, in some regions a remarkable proportion of patients remain undertreated. In comparison with phase II, more patients received NOACs in phase III while the prescription of VKA decreased. VKAs were preferred over NOACs in patients with impaired kidney function.


Assuntos
Fibrilação Atrial , Acidente Vascular Cerebral , Administração Oral , Anticoagulantes/efeitos adversos , Fibrilação Atrial/induzido quimicamente , Fibrilação Atrial/complicações , Fibrilação Atrial/tratamento farmacológico , Dabigatrana/efeitos adversos , Fibrinolíticos/efeitos adversos , Humanos , Sistema de Registros , Acidente Vascular Cerebral/induzido quimicamente , Acidente Vascular Cerebral/prevenção & controle , Vitamina K
2.
Clin Res Cardiol ; 111(5): 548-559, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35294623

RESUMO

BACKGROUND: Prospectively collected, routine clinical practice-based data on antithrombotic therapy in non-valvular atrial fibrillation (AF) patients are important for assessing real-world comparative outcomes. The objective was to compare the safety and effectiveness of dabigatran versus vitamin K antagonists (VKAs) in patients with newly diagnosed AF. METHODS AND RESULTS: GLORIA-AF is a large, prospective, global registry program. Consecutive patients with newly diagnosed AF and CHA2DS2-VASc scores ≥ 1 were included and followed for 3 years. To control for differences in patient characteristics, the comparative analysis for dabigatran versus VKA was performed on a propensity score (PS)-matched patient set. Missing data were multiply imputed. Proportional-hazards regression was used to estimate hazard ratios (HRs) for outcomes of interest. Between 2014 and 2016, 21,300 eligible patients were included worldwide: 3839 patients were prescribed dabigatran and 4836 VKA with a median age of 71.0 and 72.0 years, respectively; > 85% in each group had a CHA2DS2-VASc-score ≥ 2. The PS-matched comparative analysis for dabigatran and VKA included on average 3326 pairs of matched initiators. For dabigatran versus VKAs, adjusted HRs (95% confidence intervals) were: stroke 0.89 (0.59-1.34), major bleeding 0.61 (0.42-0.88), all-cause death 0.78 (0.63-0.97), and myocardial infarction 0.89 (0.53-1.48). Further analyses stratified by PS and region provided similar results. CONCLUSIONS: Dabigatran was associated with a 39% reduced risk of major bleeding and 22% reduced risk for all-cause death compared with VKA. Stroke and myocardial infarction risks were similar, confirming a more favorable benefit-risk profile for dabigatran compared with VKA in clinical practice. Clinical trial registration https://www. CLINICALTRIALS: gov . NCT01468701, NCT01671007.


Assuntos
Anticoagulantes , Fibrilação Atrial , Dabigatrana , Vitamina K , Administração Oral , Idoso , Anticoagulantes/efeitos adversos , Fibrilação Atrial/tratamento farmacológico , Ensaios Clínicos Fase III como Assunto , Dabigatrana/efeitos adversos , Fibrinolíticos/uso terapêutico , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Humanos , Infarto do Miocárdio/complicações , Estudos Prospectivos , Sistema de Registros , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Vitamina K/antagonistas & inibidores
4.
Pharmacoepidemiol Drug Saf ; 29(12): 1540-1549, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33146896

RESUMO

Epidemiology and pharmacoepidemiology frequently employ Real-World Data (RWD) from healthcare teams to inform research. These data sources usually include signs, symptoms, tests, and treatments, but may lack important information such as the patient's diet or adherence or quality of life. By harnessing digital tools a new fount of evidence, Patient (or Citizen/Person) Generated Health Data (PGHD), is becoming more readily available. This review focusses on the advantages and considerations in using PGHD for pharmacoepidemiological research. New and corroborative types of data can be collected directly from patients using digital devices, both passively and actively. Practical issues such as patient engagement, data linking, validation, and analysis are among important considerations in the use of PGHD. In our ever increasingly patient-centric world, PGHD incorporated into more traditional Real-Word data sources offers innovative opportunities to expand our understanding of the complex factors involved in health and the safety and effectiveness of disease treatments. Pharmacoepidemiologists have a unique role in realizing the potential of PGHD by ensuring that robust methodology, governance, and analytical techniques underpin its use to generate meaningful research results.


Assuntos
Dados de Saúde Gerados pelo Paciente , Farmacoepidemiologia , Humanos , Participação do Paciente , Qualidade de Vida
5.
J Clin Med ; 9(6)2020 Jun 23.
Artigo em Inglês | MEDLINE | ID: mdl-32586056

RESUMO

BACKGROUND: We aimed to assess the extent to which drug persistence is better with non-vitamin K antagonist oral anticoagulants (NOACs) than vitamin K antagonists (VKAs) in atrial fibrillation (AF) patients and to estimate the difference in therapy persistence depending on NOAC dosing regimen (once daily (QD) vs. twice daily (BID)). METHODS: Consecutive patients were followed for 1 year in phase III of the GLORIA-AF registry. Drug persistence was defined as the use of OAC without any discontinuation in >30 days or switching to alternative therapy. RESULTS: Among 21,109 eligible patients in phase III, 17,266 patients who were prescribed OAC at baseline and those who took ≥1 OAC dose were included. The 1-year proportion of patients receiving NOAC and VKA who persisted on treatment was 80% and 75%, respectively. The 1-year persistence with NOACs BID and NOACs QD was 81% and 80%, respectively. Female gender, hypertension, older age, alcohol use, permanent, asymptomatic, and minimally symptomatic AF were associated with better OAC persistence. Region, medication usage predisposing to bleeding, being a current smoker, treatment reimbursement, and proton pump inhibitors were associated with lower OAC persistence. CONCLUSIONS: Drug persistence was higher with NOACs (1-year persistence was 80%) than with VKAs (75%). There was little difference in 1-year persistence between NOAC dosing regimens.

6.
Respiration ; 99(2): 108-118, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31982886

RESUMO

BACKGROUND: Idiopathic pulmonary fibrosis (IPF) is a life-threatening interstitial lung disease (ILD). Characterizing health outcomes of IPF patients is challenging due to disease rarity. OBJECTIVE: This study aimed to identify the burden of disease in patients newly diagnosed with IPF. METHODS: Patients with ≥1 claim with an IPF diagnosis were identified from a United States healthcare insurer's database (2000-2013). Patients with other known causes of ILD or aged <40 years were excluded. Subgroups were compared based on the 2011 change in International Classification of Diseases, 9th Revision (ICD-9) definition of IPF and occurrence of IPF testing. The prevalence and incidence of preselected health conditions of clinical interest were estimated. RESULTS: Median age of newly diagnosed patients (n = 7,298) was 62 years (54.0% male). Restricting to patients with IPF diagnostic testing did not substantially affect cohort characteristics, nor did ICD-9 IPF coding change. Mean follow-up was 1.7 years; 16.8% of patients died; and a substantial proportion of patients were censored due to end of health plan enrollment (50.7%) and other causes of ILD (19.6%). The incidence of pulmonary hypertension, lung cancer, and claims-based algorithm proxy for acute respiratory worsening of unknown cause was 22.5, 17.6, and 12.6 per 1,000 person-years, respectively. CONCLUSIONS: Patients with IPF had a high disease burden with a variety of health outcomes observed, including a high rate of mortality. Database censoring due to changes in enrollment or other ILD diagnoses limited follow-up. Altering cohort entry definitions, including IPF testing or ICD-9 IPF coding change, had little impact on cohort baseline characteristics.


Assuntos
Glucocorticoides/uso terapêutico , Custos de Cuidados de Saúde , Hospitalização/estatística & dados numéricos , Fibrose Pulmonar Idiopática/terapia , Oxigenoterapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes , Lavagem Broncoalveolar , Estudos de Coortes , Bases de Dados Factuais , Progressão da Doença , Serviço Hospitalar de Emergência/estatística & dados numéricos , Feminino , Antagonistas dos Receptores H2 da Histamina/uso terapêutico , Humanos , Fibrose Pulmonar Idiopática/economia , Fibrose Pulmonar Idiopática/epidemiologia , Incidência , Neoplasias Pulmonares/epidemiologia , Transplante de Pulmão , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/epidemiologia , Avaliação de Resultados em Cuidados de Saúde , Inibidores da Agregação Plaquetária , Prevalência , Inibidores da Bomba de Prótons/uso terapêutico , Hipertensão Arterial Pulmonar/epidemiologia , Estados Unidos/epidemiologia
7.
Europace ; 22(1): 47-57, 2020 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-31651951

RESUMO

AIMS: To assess antithrombotic therapy choices in relation to patient age in a large, global registry on atrial fibrillation (AF). METHODS AND RESULTS: Global Registry on Long-Term Oral Antithrombotic Treatment in Patients with Atrial Fibrillation (GLORIA-AF) is an international programme involving patients with newly diagnosed AF and ≥1 risk factors for stroke. We used Phase II data (from November 2011 through December 2014), which commenced immediately following first non-vitamin K antagonist oral anticoagulants (NOACs) approval in participating countries. Of 15 092 patients (mean age 70.5 ± 11.0 years), enrolled at 982 centres, 26.9% were aged <65 years, 33.9% 65-74, 30.5% 75-84, and 8.6% ≥85 years old. Oral anticoagulant (OAC) use was 73.5%, 81.4%, 83.3%, and 82.3% (overall NOACs use was 44.4%, 49.7%, 48.7%, and 45.6%) for those aged <65, 65-74, 75-84 and ≥85 years, respectively. Corresponding proportions for antiplatelet monotherapy and no treatment were: 16.2% and 10.2%; 11.2% and 7.3%; 10.0% and 6.5%; 10.5% and 7.0%, respectively. Of those aged 65-74, 75-84, and ≥85 years, respectively, 83.7, 86.8 and 85.4% received OAC unless bleeding risk was high (HAS-BLED ≥3), whereby 64.1%, 63.5%, and 64.5% were anticoagulated, and 31.1%, 30.3%, and 31.3% received antiplatelets only. Of patients ≥85 years, OAC use was 88.1% in Europe (NOAC 45.1%), 79.5% in North America (NOAC 44.8%), and 54.1% in Asia (NOAC 40.2%). CONCLUSION: Despite geographic differences in OAC use, neither OAC nor NOAC uptake was lower for patients ≥85 years old compared with younger patients. Although the majority of patients was prescribed OAC at all ages, nearly one-third received antiplatelet monotherapy when bleeding risk was increased. CLINICAL TRIAL REGISTRATION: http://www.clinicaltrials.gov. Unique identifier: NCT01468701.


Assuntos
Fibrilação Atrial , Acidente Vascular Cerebral , Administração Oral , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/efeitos adversos , Ásia , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/tratamento farmacológico , Fibrilação Atrial/epidemiologia , Europa (Continente) , Fibrinolíticos/efeitos adversos , Humanos , Pessoa de Meia-Idade , Sistema de Registros , Fatores de Risco , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia
8.
Clin Pharmacol Ther ; 107(4): 827-833, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31330042

RESUMO

Many real-world data analyses use common data models (CDMs) to standardize terminologies for medication use, medical events and procedures, data structures, and interpretations of data to facilitate analyses across data sources. For decision makers, key aspects that influence the choice of a CDM may include (i) adaptability to a specific question; (ii) transparency to reproduce findings, assess validity, and instill confidence in findings; and (iii) ease and speed of use. Organizing CDMs preserve the original information from a data source and have maximum adaptability. Full mapping data models, or preconfigured rules systems, are easy to use, since all raw codes are mapped to medical constructs. Adaptive rule systems grow libraries of reusable measures that can easily adjust to preserve adaptability, expedite analyses, and ensure study-specific transparency.


Assuntos
Análise de Dados , Bases de Dados Factuais , Tomada de Decisões , Equipamentos e Provisões , Armazenamento e Recuperação da Informação/métodos , Modelos Estatísticos , Bases de Dados Factuais/tendências , Humanos , Armazenamento e Recuperação da Informação/tendências , Resultado do Tratamento
9.
Clin Pharmacol Ther ; 107(6): 1405-1419, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-31869437

RESUMO

The study objective was to evaluate the safety and effectiveness of dabigatran and other direct oral anticoagulants (DOACs) compared with warfarin among patients with nonvalvular atrial fibrillation using a prospective monitoring program. We implemented a cohort design with propensity score matching to compare initiators of DOACs and warfarin between 2010 and 2015 in two US healthcare databases. Proportional hazards regression was used to estimate hazard ratios (HRs) for stroke and major bleeding. The final analyses included 29,448 dabigatran, 35,520 rivaroxaban, and 19,588 apixaban initiators, matched to warfarin initiators. The pooled HR for stroke was 0.75 (95% confidence interval (CI) 0.58-0.98) for dabigatran, 0.77 (95% CI 0.61-0.98) for rivaroxaban, and 0.69 (95% CI 0.50-0.96) for apixaban, consistent with findings from randomized trials. For major hemorrhage, the HRs were 0.72 (95% CI 0.65-0.80), 1.02 (95% CI 0.94-1.12), and 0.56 (95% CI 0.49-0.64), respectively, showing a decreased risk of major bleeding for both dabigatran and apixaban, as compared with trial evidence.


Assuntos
Anticoagulantes/administração & dosagem , Antitrombinas/administração & dosagem , Fibrilação Atrial/tratamento farmacológico , Dabigatrana/administração & dosagem , Varfarina/administração & dosagem , Administração Oral , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/efeitos adversos , Antitrombinas/efeitos adversos , Fibrilação Atrial/complicações , Estudos de Coortes , Dabigatrana/efeitos adversos , Feminino , Hemorragia/induzido quimicamente , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Pirazóis/administração & dosagem , Pirazóis/efeitos adversos , Piridonas/administração & dosagem , Piridonas/efeitos adversos , Rivaroxabana/administração & dosagem , Rivaroxabana/efeitos adversos , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Varfarina/efeitos adversos , Adulto Jovem
10.
Am Heart J ; 218: 123-127, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31806087

RESUMO

GLORIA-AF is a large, ongoing, prospective, global registry program run in 3 phases, assessing long-term safety and effectiveness of dabigatran etexilate (dabigatran) in patients with newly diagnosed atrial fibrillation (AF) in clinical practice. This report provides the final analysis of 2-year clinical outcomes of the full cohort of 4873 patients prescribed dabigatran and followed for a mean of 18.0 +/- 9.4 months out of the 15,308 eligible patients enrolled in Phase II (2011-2014). The overall incidence rates per 100 person-years were: stroke 0.65 (95% CI 0.48-0.87), major bleeding 0.97 (0.76-1.23) and myocardial infarction (MI) 0.50 (0.35-0.69), with observed event rates broadly consistent in all study regions, which confirms the sustained safety and effectiveness of dabigatran over 2 years of observation in clinical practice.


Assuntos
Antitrombinas/efeitos adversos , Fibrilação Atrial/complicações , Dabigatrana/efeitos adversos , Sistema de Registros/estatística & dados numéricos , Acidente Vascular Cerebral/prevenção & controle , Antitrombinas/administração & dosagem , Causas de Morte , Estudos de Coortes , Dabigatrana/administração & dosagem , Seguimentos , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Humanos , Incidência , Infarto do Miocárdio/epidemiologia , Estudos Prospectivos , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia , Fatores de Tempo , Resultado do Tratamento
11.
J Thromb Haemost ; 17(7): 1033-1043, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31038824

RESUMO

Essentials Unlike warfarin, treatment with DOACs do not require regular plasma level monitoring. We compared persistence of patients treated with DOACs compared to warfarin. Persistence at 12 months was higher for all DOACs compared to warfarin. Persistence to anticoagulant therapy was generally poor in commercially insured patients. BACKGROUND: Direct oral anticoagulants (DOACs) were developed as an alternative to vitamin K antagonists for a variety of indications. Unlike warfarin, DOACs do not require regular plasma level monitoring. OBJECTIVE: We investigated whether this simplification in management affects persistence on DOACs vs warfarin. METHODS: Within two US commercial health insurance databases (MarketScan and Clinformatics™ DataMart), we compared baseline characteristics and evaluated rates of nonpersistence (≥30-day treatment gap or switching) among patients with nonvalvular atrial fibrillation who initiated an oral anticoagulant between October 2010 and September 2015. RESULTS: In the larger of the two data sources (MarketScan), we identified 166 690 anticoagulant initiators during the study period. After propensity score (PS) matching, 24 141 dabigatran initiators, 26 066 rivaroxaban, and 12 578 apixaban initiators were included along with the 1:1 matched warfarin initiators. The proportion of patients who were nonpersistent after 12 months was lower for DOAC users (dabigatran 66%, rivaroxaban 60%, apixaban 53%) compared with warfarin users (72%). The same relative ranking was observed in direct comparisons among the DOACs after PS-matching. Findings in Clinformatics DataMart were similar. CONCLUSION: Results from this long-term surveillance program showed that patients who initiated DOACs were more likely to be persistent to therapy compared with those who initiated warfarin. Persistence to anticoagulant therapy was generally poor in commercially insured patients.


Assuntos
Anticoagulantes/administração & dosagem , Antitrombinas/administração & dosagem , Padrões de Prática Médica/tendências , Varfarina/administração & dosagem , Administração Oral , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/efeitos adversos , Antitrombinas/efeitos adversos , Bases de Dados Factuais , Substituição de Medicamentos/tendências , Uso de Medicamentos/tendências , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Tempo , Estados Unidos , Varfarina/efeitos adversos
12.
Diabetes Obes Metab ; 21(8): 1824-1836, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30941884

RESUMO

AIM: To evaluate the safety of linagliptin versus other glucose-lowering medications in a multi-year monitoring programme using insurance claims data. METHODS: In two commercial US claims databases, we identified three pairwise 1:1 propensity-score (PS)-matched cohorts of patients with type 2 diabetes (T2D) aged ≥18 years initiating linagliptin or a comparator (other dipeptidyl peptidase-4 [DPP-4] inhibitors [n = 31 492 pairs], pioglitazone [n = 23 316 pairs], or second-generation sulphonylureas [n = 19 731 pairs]) between May 2011 and December 2015. The primary endpoint was the risk of a composite cardiovascular (CV) outcome (hospitalization for myocardial infarction, stroke, unstable angina, or coronary revascularization). We estimated pooled hazard ratios (HRs) and 95% confidence intervals (CIs), controlling for >100 baseline characteristics. RESULTS: Patient characteristics were well balanced after PS-matching. The mean age was 55 years and mean follow-up was 0.8 years. Linagliptin conferred a similar risk of the composite CV outcome compared to other DPP-4 inhibitors (HR 0.91, 95% CI 0.79-1.05) and pioglitazone (HR 0.98, 95% CI 0.84-1.15), and showed a reduced risk of CV outcomes compared to second-generation sulphonylureas (HR 0.76, 95% CI 0.64--0.92). Key findings were signalled at the first interim analysis in June 2013 and solidified during ongoing monitoring until 2015. CONCLUSION: Analyses from a large monitoring programme in routine care of patients with T2D, showed that linagliptin had similar CV safety compared to other DPP-4 inhibitors and pioglitazone, and a reduced CV risk compared to sulphonylureas.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Angiopatias Diabéticas/prevenção & controle , Inibidores da Dipeptidil Peptidase IV/uso terapêutico , Hipoglicemiantes/uso terapêutico , Linagliptina/uso terapêutico , Diabetes Mellitus Tipo 2/complicações , Angiopatias Diabéticas/epidemiologia , Angiopatias Diabéticas/etiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pioglitazona/uso terapêutico , Pontuação de Propensão , Compostos de Sulfonilureia/uso terapêutico , Resultado do Tratamento , Estados Unidos/epidemiologia
13.
Circ Cardiovasc Qual Outcomes ; 12(2): e005173, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30764655

RESUMO

Background The increasing availability of electronic healthcare data enables ongoing monitoring of the effectiveness and safety of newly marketed medications. We sought to demonstrate a 5-year prospective monitoring system of dabigatran for stroke prevention that may expedite discovery and allow ongoing evidence development. Methods and Results Between 2011 and 2015, we conducted 9 sequential analyses of dabigatran versus warfarin users in a sequential cohort design in 2 US claims databases. Analyses 4 through 9 were prespecified, and analyses 1 through 3 were added subsequently using the same methodology. New users of anticoagulants with nonvalvular atrial fibrillation were followed until a study outcome of hospitalization for stroke (hemorrhagic and ischemic) or hospitalization for major hemorrhage (intracranial and extracranial). Hazard ratios and 95% CIs were estimated after 1:1 propensity score matching. Sequential analyses 1 through 3 on stroke prevention using data through June 2012 were limited by few events leading to wide CIs. As data accumulated the effect estimate in analysis 4 visually stabilized at a 25% risk reduction with increasingly narrower CIs (-46% to +9% in December 2012 and -42% to -2% in September 2015). Improved data-adaptive confounding adjustment with high-dimensional propensity score reached a stable state already at analysis 3 and was slightly closer to the randomized clinical trial finding (-39%). The risk of major hemorrhage was 28% lower in dabigatran initiators (-35% to -20%) a finding that was stable throughout analyses 2 to 9. Conclusions Prospectively monitoring the effectiveness and safety of dabigatran for stroke prevention allowed for early insights with increasing precision over time.


Assuntos
Anticoagulantes/uso terapêutico , Antitrombinas/uso terapêutico , Fibrilação Atrial/tratamento farmacológico , Dabigatrana/uso terapêutico , Acidente Vascular Cerebral/prevenção & controle , Varfarina/uso terapêutico , Adolescente , Adulto , Idoso , Anticoagulantes/efeitos adversos , Antitrombinas/efeitos adversos , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/epidemiologia , Pesquisa Comparativa da Efetividade , Dabigatrana/efeitos adversos , Bases de Dados Factuais , Medicina Baseada em Evidências , Feminino , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/epidemiologia , Fatores de Tempo , Resultado do Tratamento , Estados Unidos/epidemiologia , Varfarina/efeitos adversos , Adulto Jovem
14.
J Diabetes Investig ; 10(5): 1246-1253, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-30667173

RESUMO

AIMS/INTRODUCTION: To evaluate linagliptin prescribing in type 2 diabetes mellitus patients with different comorbidities, an expanded Japanese post-marketing surveillance also collected baseline data for patients initiating other glucose-lowering drugs. MATERIALS AND METHODS: Patients initiating linagliptin monotherapy were enrolled, then the next patient starting monotherapy with another glucose-lowering drug was enrolled (2012-2014). Baseline data were collected and analyzed by the Medical Dictionary for Regulatory Activities system organ class. Analyses were descriptive, and meaningful differences defined as absolute standardized difference >10%. RESULTS: Over 4,200 type 2 diabetes mellitus patients were enrolled. Most system-organ class comorbidities were more common in patients initiating linagliptin versus other glucose-lowering drugs, with meaningful differences observed for metabolism/nutritional (50.5 vs 45.5%, respectively), cardiac (12.2 vs 8.6%, respectively), vascular (56.4 vs 51.3%, respectively) and renal/urinary disorders (9.9 vs 5.7%, respectively). CONCLUSIONS: Expanding the linagliptin Japanese post-marketing surveillance revealed linagliptin prescribing to a type 2 diabetes mellitus population with more comorbidities versus other glucose-lowering drugs. Although such preferential prescribing might be expected, as linagliptin requires no dose adjustment or monitoring in renally or hepatically impaired patients, this innovative post-marketing surveillance approach generated important evidence that could only be shown in such a non-randomized comparative study. These data generated insights important for the design and interpretation of observational studies and spontaneous reports, which are key for public health.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Prescrições de Medicamentos/estatística & dados numéricos , Hipoglicemiantes/uso terapêutico , Linagliptina/uso terapêutico , Padrões de Prática Médica/estatística & dados numéricos , Vigilância de Produtos Comercializados/estatística & dados numéricos , Idoso , Biomarcadores/análise , Glicemia/metabolismo , Diabetes Mellitus Tipo 2/epidemiologia , Prescrições de Medicamentos/normas , Feminino , Seguimentos , Hemoglobinas Glicadas/análise , Humanos , Japão/epidemiologia , Masculino , Pessoa de Meia-Idade , Padrões de Prática Médica/normas , Prognóstico
15.
Clin Pharmacol Ther ; 105(4): 979-993, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30341980

RESUMO

Claims databases provide information on the effects of direct oral anticoagulants (DOACs) as used in routine care but may not contain important data on clinical characteristics, which may be captured in electronic health records (EHRs). Within a US claims database, we identified patients initiating a DOAC or warfarin between October 2010 and December 2014. Propensity score (PS) matching, 1:1, was used to balance 78 claims-defined baseline characteristics. We evaluated whether balance was achieved in patient characteristics immeasurable in the claims data study by evaluating the balance in clinical information (using absolute standardized differences (aSDs)) from linked EHR data. From a claims data cohort study of 140,187 patients, 5,935 (4.2%) were linked to EHR data. After PS matching, almost all EHR-defined patient characteristics were well balanced (aSD < 0.1). A new user active comparator design with 1:1 PS matching on many patient characteristics improved balance on clinical risk factors observed in EHRs but not in claims data.


Assuntos
Anticoagulantes/uso terapêutico , Administração Oral , Adolescente , Adulto , Idoso , Estudos de Coortes , Bases de Dados Factuais , Registros Eletrônicos de Saúde , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pontuação de Propensão , Fatores de Risco , Adulto Jovem
16.
Clin Epidemiol ; 11: 1-15, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30588119

RESUMO

BACKGROUND: Health care databases are natural sources for estimating prevalence and incidence of chronic conditions, but substantial variation in estimates limits their interpretability and utility. We evaluated the effects of design choices when estimating prevalence and incidence in claims and electronic health record databases. METHODS: Prevalence and incidence for five chronic diseases at increasing levels of expected frequencies, from cystic fibrosis to COPD, were estimated in the Clinical Practice Research Datalink (CPRD) and MarketScan databases from 2011 to 2014. Estimates were compared using different definitions of lookback time and contributed person-time. RESULTS: Variation in lookback time substantially affected estimates. In 2014, for CPRD, use of an all-time vs a 1-year lookback window resulted in 4.3-8.3 times higher prevalence (depending on disease), reducing incidence by 1.9-3.3 times. All-time lookback resulted in strong temporal trends. COPD prevalence between 2011 and 2014 in MarketScan increased by 25% with an all-time lookback but stayed relatively constant with a 1-year lookback. Varying observability did not substantially affect estimates. CONCLUSION: This framework draws attention to the underrecognized potential for widely varying incidence and prevalence estimates, with implications for care planning and drug development. Though prevalence and incidence are seemingly straightforward concepts, careful consideration of methodology is required to obtain meaningful estimates from health care databases.

17.
Pharmacoepidemiol Drug Saf ; 27(8): 940-948, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29740916

RESUMO

PURPOSE: Our goal was to describe the management of pregestational diabetes in pregnant women in the United Kingdom. METHODS: We used electronic medical records from The Health Improvement Network database between January 1995 and June 2012 to identify the first pregnancy in women 15 to 45 years of age with pregestational diabetes type 1 or type 2. Information on lifestyle factors, demographic characteristics, prescription of specific antidiabetic medications, and glycemic control measures (HbA1c) was obtained from primary care provider records. We evaluated treatment patterns and HbA1c levels within 90 days before the last menstrual period (prepregnancy period) and within each trimester of pregnancy. RESULTS: In a cohort of 1511 pregnant women with pregestational diabetes, 60% had type 1 and 40% type 2 diabetes. Among women with type 1 diabetes, 90% received antidiabetic medication (primarily insulin) prepregnancy and 92% during the first trimester. Among women with type 2 diabetes, 54% received antidiabetic medication (primarily metformin) during the prepregnancy period and 60% during the first trimester. Among women with nontreated diabetes type 2 before pregnancy, 22% initiated treatment by the first trimester (primarily insulin); those on noninsulin antidiabetic medications often switched to insulin. The proportion of women with at least 1 HbA1c value recorded within the prepregnancy period was 33% for type 1 (n = 299) and 31% for type 2 diabetes (n = 189); the corresponding proportions within the first trimester were 48% and 40%, respectively. Among women with recorded HbA1c, the prevalence of HbA1c > 7% prepregnancy was 70% for type 1 and 52% for type 2 diabetes; the proportions within the first trimester were 73% and 46%, respectively. CONCLUSIONS: Management of pregnant women with diabetes seems to follow recommendations for pharmacological treatment. However, there is substantial room for improvement in HbA1c control, that is, in the planning of pregnancy in women with diabetes, in the initiation of antidiabetic medication among women with diabetes type 2 who may need it, and likely in the compliance with treatments in women with type 2 and type 1 diabetes.


Assuntos
Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Hemoglobinas Glicadas/análise , Hipoglicemiantes/administração & dosagem , Complicações na Gravidez/tratamento farmacológico , Adolescente , Adulto , Glicemia/análise , Glicemia/efeitos dos fármacos , Diabetes Mellitus Tipo 1/sangue , Diabetes Mellitus Tipo 2/sangue , Registros Eletrônicos de Saúde/estatística & dados numéricos , Feminino , Hemoglobinas Glicadas/efeitos dos fármacos , Hemoglobinas Glicadas/normas , Humanos , Insulina/administração & dosagem , Gravidez , Complicações na Gravidez/sangue , Primeiro Trimestre da Gravidez , Estudos Prospectivos , Valores de Referência , Resultado do Tratamento , Reino Unido , Adulto Jovem
18.
Am Heart J ; 198: 55-63, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29653649

RESUMO

BACKGROUND AND PURPOSE: GLORIA-AF is a large, global, prospective registry program of newly diagnosed atrial fibrillation (AF) patients with ≥1 stroke risk factors. We describe the effectiveness and safety of dabigatran etexilate over 2 years from routine clinical practice in nearly 3000 patients from GLORIA-AF who are newly diagnosed with non-valvular AF and at risk of stroke. METHODS: Consecutive enrollment into phase II of GLORIA-AF was initiated following approval of dabigatran for stroke prevention in non-valvular AF. Within this Phase II, 2937 dabigatran patients completed 2-year follow-up by May 2016 and were eligible for analysis. Patients who took at least 1 dose of dabigatran (n=2932) were used to estimate incidence rates. RESULTS: Overall incidence rates per 100 person-years of 0.63 (95% confidence interval [CI], 0.42-0.92) for stroke, 1.12 (0.83-1.49) for major bleeding, 0.47 (0.29-0.72) for myocardial infarction, and 2.69 (2.22-3.23) for all-cause death were observed. For patients taking 150 mg dabigatran twice daily (BID), corresponding rates (95% CI) were 0.56 (0.30-0.94), 1.00 (0.64-1.47), 0.48 (0.25-0.83), and 2.07 (1.55-2.72), respectively. For patients taking 110 mg dabigatran BID, event rates (95% CI) were 0.67 (0.33-1.20), 1.16 (0.70-1.80), 0.43 (0.17-0.88), and 3.16 (2.36-4.15). CONCLUSIONS: These global data confirm the sustained safety and effectiveness of dabigatran over 2 years of follow-up, consistent with the results from clinical trials as well as contemporary real-world studies. WHAT IS KNOWN: • Non-vitamin K antagonist (VKA) anticoagulants (NOACs) are the preferred therapy for prevention of ischemic stroke based on phase 3 trials, but there is insufficient information on their efficacy and safety in daily practice, based on prospectively collected data. WHAT IS NEW: • This study shows that in non-valvular AF patient population, with up to 2 years of follow-up, the use of dabigatran led to a low incidence of ischemic stroke, major bleeding, and myocardial infarction in routine clinical care, confirming the sustained safety and effectiveness of dabigatran in clinical practice over 2 years of follow-up.


Assuntos
Antitrombinas/uso terapêutico , Fibrilação Atrial/complicações , Dabigatrana/uso terapêutico , Sistema de Registros , Acidente Vascular Cerebral/prevenção & controle , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Fibrilação Atrial/diagnóstico por imagem , Intervalos de Confiança , Esquema de Medicação , Feminino , Seguimentos , Saúde Global , Humanos , Internacionalidade , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Prevenção Primária/métodos , Estudos Prospectivos , Medição de Risco , Fatores Sexuais , Acidente Vascular Cerebral/etiologia , Análise de Sobrevida , Fatores de Tempo
19.
Diabetes Obes Metab ; 20(7): 1642-1651, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29498473

RESUMO

AIMS: To evaluate the association between use of non-insulin antidiabetics in early pregnancy and the risk of miscarriages, stillbirths and major structural malformations. MATERIALS AND METHODS: A cohort of 1511 pregnant women with pre-gestational diabetes linked to live births was identified using electronic medical records from The Health Improvement Network (THIN) for the period 1995 to 2012. Information on prescriptions, foetal outcomes and potential confounders was ascertained from both codes and free text in the THIN database. Odds ratios (OR) and 95% confidence intervals (CI) of adverse foetal outcomes in women treated with non-insulin antidiabetics during the first trimester compared to those on insulin were estimated using logistic regression to adjust for type of diabetes, glycaemic control and other maternal characteristics. RESULTS: Among 311 pregnant women on non-insulin antidiabetics, 21.9% had a miscarriage and 1.6% a stillbirth; 1.9% of live births had major malformations. The corresponding frequencies for the 883 women on insulin were 13.3%, 1.7% and 9.6%. Insulin users more often had type 1 diabetes and poor glycaemic control. Compared to women with type 1 diabetes, those with type 2 diabetes had a higher risk of miscarriages (20.5% vs 12.8%) but a lower prevalence of malformations (4.0% vs 9.2%). Compared to women with HbA1c ≤7%, those with HbA1c >7% had a higher prevalence of malformations (12.6% vs 2.7%). After adjustment for diabetes type and glycaemic control, compared to insulin, non-insulin antidiabetic patients were associated with an OR for miscarriage of 1.19 (95% CI, 0.75-1.89), for stillbirths of 0.65 (95% CI, 0.16-2.58), and for major malformations of 0.25 (95% CI, 0.08-0.84). CONCLUSION: Among women with diabetes, use of non-insulin antidiabetics early in pregnancy was not associated with greater risks of foetal losses or major malformations than was insulin.


Assuntos
Aborto Espontâneo/epidemiologia , Anormalidades Congênitas/epidemiologia , Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Hipoglicemiantes/uso terapêutico , Insulina/uso terapêutico , Gravidez em Diabéticas/tratamento farmacológico , Natimorto/epidemiologia , Adolescente , Adulto , Glicemia/metabolismo , Estudos de Coortes , Diabetes Mellitus Tipo 1/metabolismo , Diabetes Mellitus Tipo 2/metabolismo , Feminino , Hemoglobinas Glicadas/metabolismo , Humanos , Modelos Logísticos , Pessoa de Meia-Idade , Razão de Chances , Gravidez , Primeiro Trimestre da Gravidez , Gravidez em Diabéticas/metabolismo , Prevalência , Estudos Retrospectivos , Fatores de Risco , Reino Unido/epidemiologia , Adulto Jovem
20.
Diabetes Obes Metab ; 20(4): 974-984, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29206336

RESUMO

AIM: To evaluate the extent to which balance in unmeasured characteristics of patients with type 2 diabetes (T2DM) was achieved in claims data, by comparing against more detailed information from linked electronic health records (EHR) data. METHODS: Within a large US commercial insurance database and using a cohort design, we identified patients with T2DM initiating linagliptin or a comparator agent within class (ie, another dipeptidyl peptidase-4 inhibitor) or outside class (ie, pioglitazone or a sulphonylurea) between May 2011 and December 2012. We focused on comparators used at a similar stage of diabetes to linagliptin. For each comparison, 1:1 propensity score (PS) matching was used to balance >100 baseline claims-based characteristics, including proxies of diabetes severity and duration. Additional clinical data from EHR were available for a subset of patients. We assessed representativeness of the claims-EHR-linked subset, evaluated the balance of claims- and EHR-based covariates before and after PS-matching via standardized differences (SDs), and quantified the potential bias associated with observed imbalances. RESULTS: From a claims-based study population of 166 613 patients with T2DM, 7219 (4.3%) patients were linked to their EHR data. Claims-based characteristics in the EHR-linked and EHR-unlinked patients were similar (SD < 0.1), confirming the representativeness of the EHR-linked subset. The balance of claims-based and EHR-based patient characteristics appeared to be reasonable before PS-matching and generally improved in the PS-matched population, to be SD < 0.1 for most patient characteristics and SD < 0.2 for select laboratory results and body mass index categories, which was not large enough to cause meaningful confounding. CONCLUSION: In the context of pharmacoepidemiological research on diabetes therapy, choosing appropriate comparison groups paired with a new-user design and 1:1 PS matching on many proxies of diabetes severity and duration improves balance in covariates typically unmeasured in administrative claims datasets, to the extent that residual confounding is unlikely.


Assuntos
Glicemia/efeitos dos fármacos , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/epidemiologia , Registros Eletrônicos de Saúde/estatística & dados numéricos , Hipoglicemiantes/administração & dosagem , Linagliptina/administração & dosagem , Administração Oral , Demandas Administrativas em Assistência à Saúde/estatística & dados numéricos , Adulto , Idoso , Glicemia/metabolismo , Ensaios Clínicos como Assunto/estatística & dados numéricos , Estudos de Coortes , Bases de Dados Factuais , Diabetes Mellitus Tipo 2/sangue , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estados Unidos/epidemiologia
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