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1.
Int J Rheum Dis ; 27(1): e15001, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38160436

RESUMO

AIM: Validity of Algorithms in Large Databases: Infectious Diseases, Rheumatoid Arthritis, and Tumor Evaluation in Japan (VALIDATE-J) study examined algorithms for identifying rheumatoid arthritis (RA) in Japanese claims data. METHODS: VALIDATE-J was a multicenter, cross-sectional retrospective study. Disease-identifying algorithms were used to detect RA diagnosed between January 2012 and December 2016 using claims data from two Japanese hospitals. An RA diagnosis was confirmed using one of four gold standard definitions. Positive predictive values (PPVs) were calculated for prevalent (regardless of baseline RA-free period) and incident (preceded by a 12-month RA-free period) cases. RESULTS: Of patients identified using claims-based algorithms, a random sample of 389 prevalent and 134 incident cases of RA were included. Cases identified by an RA diagnosis, no diagnosis of psoriasis, and treatment with any disease-modifying antirheumatic drugs (DMARDs) resulted in the highest PPVs versus other claims-based treatment categories (29.0%-88.3% [prevalent] and 41.0%-78.2% [incident]); cases identified by an RA diagnosis, no diagnosis of psoriasis, and glucocorticoid-only treatment had the lowest PPVs. Across claims-based algorithms, PPVs were highest when a physician diagnosis or decision by adjudicators (confirmed and probable cases) was used as the gold standard and were lowest when American College of Rheumatology/European Alliance of Associations for Rheumatology 2010 criteria were applied. PPVs of claims-based algorithms for RA in patients aged ≥66 years were slightly higher versus a USA Medicare population (maximum PPVs of 95.0% and 88.9%, respectively). CONCLUSION: VALIDATE-J demonstrated high PPVs for most claims-based algorithms for diagnosis of prevalent and incident RA using Japanese claims data. These findings will help inform appropriate RA definitions for future claims database research in Japan.


Assuntos
Antirreumáticos , Artrite Reumatoide , Psoríase , Humanos , Estados Unidos , Japão/epidemiologia , Estudos Retrospectivos , Estudos Transversais , Artrite Reumatoide/diagnóstico , Artrite Reumatoide/tratamento farmacológico , Artrite Reumatoide/epidemiologia , Antirreumáticos/uso terapêutico , Algoritmos , Bases de Dados Factuais , Psoríase/tratamento farmacológico
2.
Cancer Epidemiol Biomarkers Prev ; 32(11): 1485-1489, 2023 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-37908192

RESUMO

Understanding the social and environmental causes of cancer in the United States, particularly in marginalized communities, is a major research priority. Population-based cancer registries are essential for advancing this research, given their nearly complete capture of incident cases within their catchment areas. Most registries limit the release of address-level geocodes linked to cancer outcomes to comply with state health departmental regulations. These policies ensure patient privacy, uphold data confidentiality, and enhance trust in research. However, these restrictions also limit the conduct of high-quality epidemiologic studies on social and environmental factors that may contribute to cancer burden. Geomasking refers to computational algorithms that distort locational data to attain a balance between effectively "masking" the original address location while faithfully maintaining the spatial structure in the data. We propose that the systematic deployment of scalable geomasking algorithms could accelerate research on social and environmental contributions across the cancer continuum by reducing measurement error bias while also protecting privacy. We encourage multidisciplinary teams of registry officials, geospatial analysts, cancer researchers, and others engaged in this form of research to evaluate and apply geomasking procedures based on feasibility of implementation, accuracy, and privacy protection to accelerate population-based research on social and environmental causes of cancer.


Assuntos
Neoplasias , Privacidade , Humanos , Estados Unidos , Confidencialidade , Sistema de Registros , Confiança , Neoplasias/epidemiologia
3.
Front Oncol ; 13: 1104630, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37251932

RESUMO

Background: The treatment landscape for ovarian cancer has changed in recent years with the introduction of targeted therapies to treat patients with advanced disease. We investigated patient demographic and clinical factors associated with use of targeted therapies as a part of the first-line treatment for ovarian cancer. Methods: This study included patients diagnosed with stage I-IV ovarian cancer between 2012 and 2019 from the National Cancer Database. Information on demographic and clinical characteristics were collected and described using frequency and percent across receipt of targeted therapy. Logistic regression was used to compute the odds ratios (ORs) and 95% confidence intervals (CI) associating patient demographic and clinical factors with receipt of targeted therapy. Results: Among 99,286 ovarian cancer patients (mean age 62 years), 4.1% received targeted therapy. The rate of targeted therapy receipt across racial and ethnic groups over the study period was fairly similar; however, non-Hispanic Black women were less likely to receive targeted therapy than their non-Hispanic White counterparts (OR=0.87, 95% CI: 0.76-1.00). Patients who received neoadjuvant chemotherapy were more likely to receive targeted therapy than those who received adjuvant chemotherapy (OR=1.26; 95% CI: 1.15-1.38). Moreover, among patients who received targeted therapy, 28% received neoadjuvant targeted therapy, with non-Hispanic Black women being most likely to receive neoadjuvant targeted therapy (34%) compared with other racial and ethnic groups. Conclusions: We observed differences in receipt of targeted therapy by factors such as age at diagnosis, stage, and comorbidities present at diagnosis, as well as factors related to healthcare access-including neighborhood education level and health insurance status. Approximately 28% of patients received targeted therapy in the neoadjuvant setting, which could negatively impact treatment outcomes and survival due to the increased risk of complications associated with targeted therapies that may delay or prevent surgery. These results warrant further evaluation in a cohort of patients with more comprehensive treatment information.

4.
Cancer Epidemiol Biomarkers Prev ; 32(2): 175-182, 2023 02 06.
Artigo em Inglês | MEDLINE | ID: mdl-36409506

RESUMO

BACKGROUND: We investigated racial and ethnic disparities in treatment sequence [i.e., neoadjuvant chemotherapy (NACT) plus interval debulking surgery (IDS) versus primary debulking surgery (PDS) plus adjuvant chemotherapy] among patients with ovarian cancer and its contribution to disparities in mortality. METHODS: Study included 37,566 women ages ≥18 years, diagnosed with stage III/IV ovarian cancer from the National Cancer Database (2004-2017). Logistic regression was used to compute ORs and 95% confidence intervals (CI) for racial and ethnic disparities in treatment sequence. Cox proportional hazards regression was used to estimate HRs and 95% CI for racial and ethnic disparities in all-cause mortality. RESULTS: Non-Hispanic Black (NHB) and Asian women were more likely to receive NACT plus IDS relative to PDS plus adjuvant chemotherapy than non-Hispanic White (NHW) women (OR: 1.12; 95% CI: 1.02-1.22 and OR: 1.12; 95% CI: 0.99-1.28, respectively). Compared with NHW women, NHB women had increased hazard of all-cause mortality (HR: 1.14; 95% CI: 1.09-1.20), whereas Asian and Hispanic women had a lower hazard of all-cause mortality (HR: 0.81; 95% CI: 0.74-0.88 and HR: 0.83; 95% CI: 0.77-0.88, respectively), which did not change after accounting for treatment sequence. CONCLUSIONS: NHB women were more likely to receive NACT plus IDS and experience a higher all-cause mortality rates than NHW women. IMPACT: Differences in treatment sequence did not explain racial disparities in all-cause mortality. Further evaluation of racial and ethnic differences in treatment and survival in a cohort of patients with detailed treatment information is warranted.


Assuntos
Desigualdades de Saúde , Disparidades em Assistência à Saúde , Terapia Neoadjuvante , Neoplasias Ovarianas , Adolescente , Feminino , Humanos , Carcinoma Epitelial do Ovário , Quimioterapia Adjuvante , Hispânico ou Latino , Neoplasias Ovarianas/tratamento farmacológico , Neoplasias Ovarianas/cirurgia , Grupos Raciais
6.
PLoS One ; 17(8): e0272975, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35969535

RESUMO

BACKGROUND: Confounding by indication is a serious threat to comparative studies using real world data. We assessed the utility of automated data-adaptive analytic approach for confounding adjustment when both claims and clinical registry data are available. METHODS: We used a comparative study example of carotid artery stenting (CAS) vs. carotid endarterectomy (CEA) in 2005-2008 when CAS was only indicated for patients with high surgical risk. We included Medicare beneficiaries linked to the Society for Vascular Surgery's Vascular Registry >65 years old undergoing CAS/CEA. We compared hazard ratios (HRs) for death while adjusting for confounding by combining various 1) Propensity score (PS) modeling strategies (investigator-specified [IS-PS] vs. automated data-adaptive [ada-PS]); 2) data sources (claims-only, registry-only and claims-plus-registry); and 3) PS adjustment approaches (matching vs. quintiles-adjustment with/without trimming). An HR of 1.0 was used as a benchmark effect estimate based on CREST trial. RESULTS: The cohort included 1,999 CAS and 3,255 CEA patients (mean age 76). CAS patients were more likely symptomatic and at high surgical risk, and experienced higher mortality (crude HR = 1.82 for CAS vs. CEA). HRs from PS-quintile adjustment without trimming were 1.48 and 1.52 for claims-only IS-PS and ada-PS, 1.51 and 1.42 for registry-only IS-PS and ada-PS, and 1.34 and 1.23 for claims-plus-registry IS-PS and ada-PS, respectively. Estimates from other PS adjustment approaches showed similar patterns. CONCLUSIONS: In a comparative effectiveness study of CAS vs. CEA with strong confounding by indication, ada-PS performed better than IS-PS in general, but both claims and registry data were needed to adequately control for bias.


Assuntos
Estenose das Carótidas , Endarterectomia das Carótidas , Acidente Vascular Cerebral , Idoso , Estenose das Carótidas/cirurgia , Pesquisa Comparativa da Efetividade , Humanos , Medicare , Pontuação de Propensão , Sistema de Registros , Medição de Risco , Fatores de Risco , Stents , Fatores de Tempo , Resultado do Tratamento , Estados Unidos
8.
Ann Intern Med ; 175(5): 656-664, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35344378

RESUMO

BACKGROUND: The risks for anaphylaxis among intravenous (IV) iron products currently in use have not been assessed. OBJECTIVE: To compare risks for anaphylaxis among 5 IV iron products that are used frequently. DESIGN: Retrospective cohort study using a target trial emulation framework. SETTING: Medicare fee-for-service data with Part D coverage between July 2013 and December 2018. PARTICIPANTS: Older adults receiving their first administration of IV iron. MEASUREMENTS: The primary outcome was the occurrence of anaphylaxis within 1 day of IV iron administration, ascertained using a validated case definition. Analysis was adjusted for 40 baseline covariates using inverse probability of treatment weighting. The adjusted incidence rates (IRs) for anaphylaxis per 10 000 first administrations and odds ratios (ORs) were computed. RESULTS: The adjusted IRs for anaphylaxis per 10 000 first administrations were 9.8 cases (95% CI, 6.2 to 15.3 cases) for iron dextran, 4.0 cases (CI, 2.5 to 6.6 cases) for ferumoxytol, 1.5 cases (CI, 0.3 to 6.6 cases) for ferric gluconate, 1.2 cases (CI, 0.6 to 2.5 cases) for iron sucrose, and 0.8 cases (CI, 0.3 to 2.6 cases) for ferric carboxymaltose. Using iron sucrose as the referent category, the adjusted ORs for anaphylaxis were 8.3 (CI, 3.5 to 19.8) for iron dextran and 3.4 (CI, 1.4 to 8.3) for ferumoxytol. When cohort entry was restricted to the period after withdrawal of high-molecular-weight iron dextran from the U.S. market in 2014, the risk for anaphylaxis associated with low-molecular-weight iron dextran (OR, 8.4 [CI, 2.8 to 24.7]) did not change appreciably. Anaphylactic reactions requiring hospitalizations were observed only among patients using iron dextran or ferumoxytol. LIMITATION: Generalizability to non-Medicare populations. CONCLUSION: The rates of anaphylaxis were very low with all IV iron products but were 3- to 8-fold greater for iron dextran and ferumoxytol than for iron sucrose. PRIMARY FUNDING SOURCE: None.


Assuntos
Anafilaxia , Ferro , Idoso , Anafilaxia/induzido quimicamente , Anafilaxia/epidemiologia , Estudos de Coortes , Dextranos , Óxido de Ferro Sacarado/efeitos adversos , Óxido Ferroso-Férrico , Humanos , Ferro/efeitos adversos , Complexo Ferro-Dextran/efeitos adversos , Medicare , Estudos Retrospectivos , Estados Unidos/epidemiologia
9.
Clin Pharmacol Ther ; 111(1): 155-167, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34655473

RESUMO

There has been a growing number of oncology drug approvals. Non-interventional postauthorization safety/effectives studies (PASSs/PAESs) aim to provide real-world evidence on the safety/effectiveness of oncology drugs postapproval. To understand the current landscape, a comprehensive search as of March 1, 2021, was conducted in major register/databases. We found that requested studies increased from 1 in 2006-2010 to 47 in 2016-2020. Of 78 total studies identified, 50 focused on safety/risk assessment (64.1%), 6 on effectiveness (7.7%), 3 on drug utilization (3.8%), 1 on disease epidemiology (1.3%), and 18 on effectiveness of additional risk minimization measures (23.1%). For safety/risk assessment studies, 58.9% focused on nonspecific end points (e.g., frequency of adverse events). For effectiveness studies, the leading primary outcome was overall survival. Overall, safety/risk assessment studies concerning nonspecific end points for vascular endothelial growth factor (receptor) inhibitors were most requested. Regarding data sources, though a majority (71.8%) used primary data collection, a growing proportion utilized secondary data sources. Among 23 studies with information available on study design, 10 (43.5%) were single-arm cohort studies, 9 (39.1%) were cross-sectional studies, 3 (13.1%) were comparative cohort studies, and 1 (4.3%) was a nested-case-control study. In conclusion, there was an increasing number of oncology-specific non-interventional PASSs/PAESs, with a majority on safety/risk assessment. Although most utilized primary data collection, there was an increasing use of secondary real-world data sources. Few conducted comparative analyses, and most used single-arm designs. Future efforts are needed to assess how findings of these studies would impact regulatory decisions and improve knowledge of toxicity for clinical/translational development.


Assuntos
Antineoplásicos/efeitos adversos , Vigilância de Produtos Comercializados , Coleta de Dados , Bases de Dados Factuais , Humanos , Resultado do Tratamento , Estados Unidos , United States Food and Drug Administration
10.
Ann Thorac Surg ; 113(5): 1436-1444, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-34555375

RESUMO

BACKGROUND: Heart failure is an epidemic in the United States, and transplantation remains the most definitive therapy. We describe multidecade trends in posttransplant graft survival, adjusted for concurrent changes in the population, over the 30 years antecedent to the most recent heart allocation policy change. METHODS: Scientific Registry of Transplant Recipients data were used to identify all primary adult heart recipients from 1989 to 2017. We described temporal changes in population characteristics (recipient and donor demographics and comorbidities, pretransplant interventions, clinical transplant measures, and providers). The primary outcome was graft survival, defined as freedom from all-cause death and graft failure, within 6 months posttransplant. Modified Poisson logistic regression estimated relative changes in risk of outcomes compared with 1989, with and without adjustment for changing population characteristics. We identified risk factors, quantified by associated risk ratios. RESULTS: Among 56,488 primary adult heart recipients, we observed 5529 (9.8%) all-cause deaths and 1933 (3.4%) graft failure events within 6 months posttransplant. Prevalence of known recipient risk factors increased over time. Unadjusted modeling demonstrated a significant 30-year improvement in graft survival, averaging 2.6% per year (95% confidence interval, 2.4-2.9; P for trend < .001). After adjusting for population changes the 30-year trend remained significant and graft survival improved on average 3.0% per year (95% confidence interval, 2.6-3.3). Regression modeling identified multiple predictors of graft survival. Modeling 2 additional outcomes of 6-month mortality and 6-month graft failure produced similar results. CONCLUSIONS: Short-term graft survival after heart transplantation has improved significantly leading up to the 2018 heart allocation policy change, despite concurrent increase in prevalence of higher risk population characteristics.


Assuntos
Transplante de Coração , Transplante de Rim , Adulto , Sobrevivência de Enxerto , Humanos , Sistema de Registros , Doadores de Tecidos , Transplantados , Estados Unidos/epidemiologia
11.
J Gastroenterol Hepatol ; 37(3): 499-506, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34738649

RESUMO

BACKGROUND AND AIM: The prevalence of ulcerative colitis (UC) is increasing in Japan. Validated claims-based definitions are required to investigate the epidemiology of UC and its treatment and disease course in clinical practice. This study aimed to develop a claims-based algorithm for UC in Japan. METHODS: A committee of epidemiologists, gastroenterologists, and internal medicine physicians developed a claims-based definition for UC, based on diagnostic codes and claims for UC treatments, procedures (cytapheresis), or surgery (postoperative claims). Claims data and medical records for a random sample of 200 cases per site at two large tertiary care academic centers in Japan were used to calculate the positive predictive value (PPV) of the algorithm for three gold standards of diagnosis, defined as physician diagnosis in the medical records, adjudicated cases, or registration in the Japanese Intractable Disease Registry (IDR). RESULTS: Overall, 1139 claims-defined UC cases were identified. Among 393 randomly sampled cases (mean age 44; 48% female), 94% had received ≥ 1 systemic treatment (immunosuppressants, tumor necrosis factor inhibitors, corticosteroids, or antidiarrheals), 7% had cytapheresis, and 7% had postoperative claims. When physician diagnosis was used as a gold standard, PPV was 90.6% (95% confidence interval [CI]: 87.7-93.5). PPV with expert adjudication was also 90.6% (95% CI: 87.7-93.5). PPVs with enrollment in the IDR as gold standard were lower at 41.5% (95% CI: 36.6-46.3) due to incomplete case registration. CONCLUSIONS: The claims-based algorithm developed for use in Japan is likely to identify UC cases with high PPV for clinical studies using administrative claims databases.


Assuntos
Algoritmos , Colite Ulcerativa , Adulto , Colite Ulcerativa/diagnóstico , Colite Ulcerativa/epidemiologia , Bases de Dados Factuais , Feminino , Humanos , Revisão da Utilização de Seguros , Japão/epidemiologia , Masculino , Valor Preditivo dos Testes
12.
Ann Intern Med ; 174(10): 1395-1403, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34399060

RESUMO

BACKGROUND: Relatively little is known about the use patterns of potential pharmacologic treatments of COVID-19 in the United States. OBJECTIVE: To use the National COVID Cohort Collaborative (N3C), a large, multicenter, longitudinal cohort, to characterize the use of hydroxychloroquine, remdesivir, and dexamethasone, overall as well as across individuals, health systems, and time. DESIGN: Retrospective cohort study. SETTING: 43 health systems in the United States. PARTICIPANTS: 137 870 adults hospitalized with COVID-19 between 1 February 2020 and 28 February 2021. MEASUREMENTS: Inpatient use of hydroxychloroquine, remdesivir, or dexamethasone. RESULTS: Among 137 870 persons hospitalized with confirmed or suspected COVID-19, 8754 (6.3%) received hydroxychloroquine, 29 272 (21.2%) remdesivir, and 53 909 (39.1%) dexamethasone during the study period. Since the release of results from the RECOVERY (Randomised Evaluation of COVID-19 Therapy) trial in mid-June, approximately 78% to 84% of people who have had invasive mechanical ventilation have received dexamethasone or other glucocorticoids. The use of hydroxychloroquine increased during March 2020, peaking at 42%, and started declining by April 2020. By contrast, remdesivir and dexamethasone use gradually increased over the study period. Dexamethasone and remdesivir use varied substantially across health centers (intraclass correlation coefficient, 14.2% for dexamethasone and 84.6% for remdesivir). LIMITATION: Because most N3C data contributors are academic medical centers, findings may not reflect the experience of community hospitals. CONCLUSION: Dexamethasone, an evidence-based treatment of COVID-19, may be underused among persons who are mechanically ventilated. The use of remdesivir and dexamethasone varied across health systems, suggesting variation in patient case mix, drug access, treatment protocols, and quality of care. PRIMARY FUNDING SOURCE: National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; and National Institute on Aging.


Assuntos
Monofosfato de Adenosina/análogos & derivados , Alanina/análogos & derivados , Antivirais/uso terapêutico , Tratamento Farmacológico da COVID-19 , Dexametasona/uso terapêutico , Hidroxicloroquina/uso terapêutico , Padrões de Prática Médica , Monofosfato de Adenosina/uso terapêutico , Adolescente , Adulto , Idoso , Alanina/uso terapêutico , Anti-Inflamatórios/uso terapêutico , COVID-19/terapia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pandemias , Respiração Artificial , Estudos Retrospectivos , SARS-CoV-2 , Estados Unidos , Adulto Jovem
13.
Pharmacoepidemiol Drug Saf ; 30(9): 1153-1161, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33960542

RESUMO

PURPOSE: Real-world data from large administrative claims databases in Japan have recently become available, but limited evidence exists to support their validity. VALIDATE-J validated claims-based algorithms for selected cancers in Japan. METHODS: VALIDATE-J was a multicenter, cross-sectional, retrospective study. Disease-identifying algorithms were used to identify cancers diagnosed between January or March 2012 and December 2016 using claims data from two hospitals in Japan. Positive predictive values (PPVs), specificity, and sensitivity were calculated for prevalent (regardless of baseline cancer-free period) and incident (12-month cancer-free period; with claims and registry periods in the same month) cases, using hospital cancer registry data as gold standard. RESULTS: 22 108 cancers were identified in the hospital claims databases. PPVs (number of registry cases) for prevalent/incident cases were: any malignancy 79.0% (25 934)/73.1% (18 119); colorectal 84.4% (3519)/65.6% (2340); gastric 87.4% (3534)/76.8% (2279); lung 88.1% (2066)/79.9% (1636); breast 86.4% (4959)/59.9% (3185); pancreatic 87.1% (582)/80.4% (508); melanoma 48.7% (46)/42.9% (36); and lymphoma 83.6% (1457)/77.8% (1035). Specificity ranged from 98.3% to 100% (prevalent)/99.5% to 100% (incident); sensitivity ranged from 39.1% to 67.6% (prevalent)/12.5% to 31.4% (incident). PPVs of claims-based algorithms for several cancers in patients ≥66 years of age were slightly higher than those in a US Medicare population. CONCLUSIONS: VALIDATE-J demonstrated high specificity and modest-to-moderate sensitivity for claims-based algorithms of most malignancies using Japanese claims data. Use of claims-based algorithms will enable identification of patient populations from claims databases, while avoiding direct patient identification. Further research is needed to confirm the generalizability of our results and applicability to specific subgroups of patient populations.


Assuntos
Neoplasias , Algoritmos , Estudos Transversais , Bases de Dados Factuais , Humanos , Incidência , Japão/epidemiologia , Neoplasias/diagnóstico , Neoplasias/epidemiologia , Estudos Retrospectivos
14.
J Am Heart Assoc ; 9(4): e014168, 2020 02 18.
Artigo em Inglês | MEDLINE | ID: mdl-32019405

RESUMO

Background Lifestyle modification is a key component of cardiovascular disease prevention before and concurrently with pharmacologic interventions. We evaluated whether lifestyle factors change in relation to the initiation of antihypertensive or lipid-lowering medication (statins). Methods and Results The study population comprised 41 225 participants of the FPS (Finnish Public Sector) study aged ≥40 years who were free of cardiovascular disease at baseline and responded to ≥2 consecutive surveys administered in 4-year intervals in 2000-2013. Medication use was ascertained through pharmacy-claims data. Using a series of pre-post data sets, we compared changes in body mass index, physical activity, alcohol consumption, and smoking between 8837 initiators and 46 021 noninitiators of antihypertensive medications or statins. In participants who initiated medication use, body mass index increased more (difference in change 0.19; 95% CI, 0.16-0.22) and physical activity declined (-0.09 metabolic equivalent of task hour/day; 95% CI, -0.16 to -0.02) compared with noninitiators. The likelihood of becoming obese (odds ratio: 1.82; 95% CI, 1.63-2.03) and physically inactive (odds ratio: 1.08; 95% CI, 1.01-1.17) was higher in initiators. However, medication initiation was associated with greater decline in average alcohol consumption (-1.85 g/week; 95% CI, -3.67 to -0.14) and higher odds of quitting smoking (odds ratio for current smoking in the second survey: 0.74; 95% CI, 0.64-0.85). Conclusions These findings suggest that initiation of antihypertensive and statin medication is associated with lifestyle changes, some favorable and others unfavorable. Weight management and physical activity should be encouraged in individuals prescribed these medications.


Assuntos
Anti-Hipertensivos/uso terapêutico , Doenças Cardiovasculares/prevenção & controle , Dislipidemias/tratamento farmacológico , Estilo de Vida Saudável , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Hipertensão/tratamento farmacológico , Prevenção Primária , Comportamento de Redução do Risco , Adulto , Biomarcadores/sangue , Pressão Sanguínea/efeitos dos fármacos , Doenças Cardiovasculares/epidemiologia , Dislipidemias/sangue , Dislipidemias/epidemiologia , Feminino , Finlândia/epidemiologia , Fatores de Risco de Doenças Cardíacas , Humanos , Hipertensão/epidemiologia , Hipertensão/fisiopatologia , Lipídeos/sangue , Masculino , Pessoa de Meia-Idade , Fatores de Proteção , Medição de Risco , Fatores de Tempo , Resultado do Tratamento
15.
J Bone Joint Surg Am ; 102(3): 221-229, 2020 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-31804238

RESUMO

BACKGROUND: Gabapentinoids are commonly prescribed in perioperative multimodal analgesia protocols. Despite widespread use, the optimal dose to reduce opioid consumption while minimizing risks is unknown. We assessed dose-dependent effects of gabapentinoids on opioid consumption and postoperative pulmonary complications following total hip or knee arthroplasty (THA or TKA). We hypothesized that use of a gabapentinoid on the day of THA or TKA is associated with an increased risk of postoperative pulmonary complications in a dose-response fashion compared with the risk for patients who did not receive the drug. METHODS: Using the Premier Database, we identified adults who underwent elective primary THA or TKA from 2009 to 2014. The exposure was receipt of a gabapentinoid (gabapentin or pregabalin) on the day of surgery. Gabapentin dose was categorized into 5 groups: none, 1 to 350, 351 to 700, 701 to 1,050, and >1,050 mg per day. Pregabalin dose was categorized into 4 groups: none, 1 to 110, 111 to 250, and >250 mg per day. The primary outcome was a composite of postoperative pulmonary complications, defined as respiratory failure, pneumonia, reintubation, pulmonary edema, noninvasive ventilation, or invasive mechanical ventilation. RESULTS: Of 858,306 patients who underwent THA or TKA, 11.0% received gabapentin and 10.2% received pregabalin. The mean age (and standard deviation) of the patients was 65.6 ± 10.7 years, 39.6% were male, 78.2% were Caucasian, and 55.2% were covered by Medicare. In multilevel regression analysis, receipt of gabapentinoid at any dose on the day of surgery was associated with increased odds of postoperative pulmonary complications. Compared with no exposure to the drug being used by the particular group, all dose ranges of gabapentin and pregabalin were associated with greater odds of postoperative pulmonary complications (odds ratio, 95% confidence interval = 1.51, 1.40 to 1.63, for >1,050 mg of gabapentin and 1.81, 1.57 to 2.09, for >250 mg of pregabalin). We found no clinically meaningful associations between exposure to either gabapentin or pregabalin and perioperative opioid consumption or the length of the hospital stay. CONCLUSIONS: Exposure to gabapentinoids at any dose on the day of THA or TKA was associated with increased odds of postoperative pulmonary complications in a dose-response fashion, with minimal effects on perioperative opioid consumption. LEVEL OF EVIDENCE: Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.


Assuntos
Analgésicos/efeitos adversos , Artroplastia de Quadril/métodos , Artroplastia do Joelho/métodos , Gabapentina/efeitos adversos , Pneumopatias/induzido quimicamente , Complicações Pós-Operatórias/induzido quimicamente , Pregabalina/efeitos adversos , Adulto , Idoso , Artroplastia de Quadril/estatística & dados numéricos , Artroplastia do Joelho/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Regressão , Estudos Retrospectivos , Estados Unidos
16.
Pharmacoepidemiol Drug Saf ; 28(2): 156-170, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30022560

RESUMO

PURPOSE: To describe published validation studies of administrative health care claims data in the Asia-Pacific region. METHODS: A comprehensive literature search was conducted in PubMed for English language articles published through 31-Oct-2017 in humans from 10 Asian-Pacific countries or regions (Japan, Australia, New Zealand, China, Hong Kong, India, Singapore, South Korea, Taiwan, and Thailand) that validated claims-based diagnoses with a gold standard data source. Search terms included the: validation, validity, accuracy, sensitivity, agreement, specificity, positive predictive value, kappa, kappa coefficient, and Cohen's kappa. RESULTS: Forty-three studies across six countries were identified: Australia (21); Japan (6); South Korea (6); Taiwan (7); Singapore (2); and New Zealand (1). Gold standard diagnoses were obtained from: medical records (18); registry data (11); self-reported questionnaires (5); and other data sources (9). Validity measures used included sensitivity, specificity, positive and negative predictive values (12); sensitivity, specificity, and positive predictive value (4); sensitivity and specificity (4); sensitivity and positive predictive value (4); and combinations of other measures (19). Validated outcomes included medical conditions (28); disease-specific comorbidities (8); death, smoking, and other (ie, injury, hospital outcome measures) (5); medication/transfusion (2). Approximately 72% of the studies were published within the last 5 years. CONCLUSIONS: Validation studies of claims data published in the English language in the Asia-Pacific region are very limited. Given the increased reliance on administrative health care databases for pharmacoepidemiology and the need for ensuring the credibility of results from such data, additional support for the conduct of validation research of claims data in the Asia-Pacific region is needed.


Assuntos
Demandas Administrativas em Assistência à Saúde/estatística & dados numéricos , Farmacoepidemiologia/estatística & dados numéricos , Sistema de Registros/estatística & dados numéricos , Estudos de Validação como Assunto , Ásia/epidemiologia , Australásia/epidemiologia , Confiabilidade dos Dados , Humanos , Valor Preditivo dos Testes , Sensibilidade e Especificidade
17.
Support Care Cancer ; 26(10): 3619-3625, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29728843

RESUMO

INTRODUCTION: Advanced imaging can inform prognosis and may be a mechanism to de-escalate unnecessary end-of-life care in patients with cancer. Associations between greater use of advanced imaging and less-aggressive end-of-life care in real-world practice has not been examined. METHODS: We conducted a retrospective analysis of SEER-Medicare data on patients who died from breast, lung, colorectal, or prostate cancer between 2002 and 2007. Hospital referral region (HRR)-level use of computerized tomography (CT), magnetic resonance imaging, and positron emission tomography was categorized by tertile of imaging use and correlated with hospice enrollment overall and late hospice enrollment using multivariable logistic regression. RESULTS: A total of 55,058 patients met study criteria. Hospice use ranged from 50.8% (colorectal cancer) to 62.1% (prostate cancer). In multivariable analyses, hospital referral regions (HRRs) with high rates of CT imaging were associated with lower odds of hospice enrollment (odds ratio, 0.80; 95% CI, 0.70-0.90) and late enrollment among those who did enroll (odds ratio, 1.49; 95% CI, 1.26-1.76). HRRs with the highest rates of CT use were predominantly located in the Midwest and Northeast and associated with higher percentage population of black patients (14.5 vs 5.6%), greater comorbidity (28.4 vs 23.7%), metropolitan residence (93.9 vs 78.5%), and less than high school education (26.4 vs 19.3%). CONCLUSION: In this population-based retrospective study, we did not observe evidence that overall and timely hospice are associated with higher rates of imaging near the end of life. An observed association between higher rates of imaging, particularly CT, may be explained in part by HRR-level differences in practice patterns and patient demographic characteristics. Further research is warranted to explore the ability of oncologic imaging to appropriately de-escalate care.


Assuntos
Diagnóstico por Imagem/métodos , Cuidados Paliativos na Terminalidade da Vida/métodos , Hospitais para Doentes Terminais , Neoplasias/diagnóstico , Neoplasias/terapia , Assistência Terminal/métodos , Negro ou Afro-Americano/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/patologia , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/epidemiologia , Neoplasias Colorretais/patologia , Comorbidade , Diagnóstico por Imagem/economia , Diagnóstico por Imagem/normas , Feminino , Cuidados Paliativos na Terminalidade da Vida/economia , Cuidados Paliativos na Terminalidade da Vida/normas , Hospitais para Doentes Terminais/métodos , Hospitais para Doentes Terminais/normas , Hospitais para Doentes Terminais/estatística & dados numéricos , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/epidemiologia , Neoplasias Pulmonares/patologia , Masculino , Medicare/economia , Medicare/estatística & dados numéricos , Pessoa de Meia-Idade , Neoplasias/epidemiologia , Avaliação de Resultados em Cuidados de Saúde , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/epidemiologia , Neoplasias da Próstata/patologia , Encaminhamento e Consulta/economia , Encaminhamento e Consulta/estatística & dados numéricos , Estudos Retrospectivos , Programa de SEER , Estados Unidos/epidemiologia
18.
J Rheumatol ; 43(9): 1755-62, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27307527

RESUMO

OBJECTIVE: We aimed to identify the (1) demographic/clinical characteristics, (2) medication usage trends, (3) variables associated with worse disease activity, and (4) characteristics of patients with persistent chronic arthritis in the Childhood Arthritis and Rheumatology Research Alliance (CARRA) Legacy Registry's systemic juvenile idiopathic arthritis (sJIA) cohort. METHODS: Demographics, disease activity measures, and medications at enrollment of patients with sJIA in the CARRA Registry were analyzed using descriptive statistics. Multivariate analyses were conducted to identify associations with increased disease activity. Medication usage frequencies were calculated by year. RESULTS: There were 528 patients with sJIA enrolled in the registry (2010-2013). There were 435 patients who had a complete dataset; of these, 372 met the International League of Associations for Rheumatology criteria and were included in the analysis. At enrollment, median disease duration and joint count were 3.7 years and 0, respectively; 16.4% had a rash and 6.7% had a fever. Twenty-six percent were taking interleukin 1 (IL-1) inhibitors and 29% glucocorticoids. Disease-modifying antirheumatic drugs and tumor necrosis factor inhibitors use decreased, while IL-6 inhibitor use increased between 2010 and 2013. African American patients had worse joint counts (p = 0.003), functional status (p = 0.01), and physician's global assessment (p = 0.008). Of the 255 subjects with > 2 years of disease duration, 56% had no arthritis or systemic symptoms, while 32% had persistent arthritis only. CONCLUSION: Most patients in the largest sJIA cohort reported to date had low disease activity. Practice patterns for choice of biologic agents appeared to change over the study period. Nearly one-third had persistent arthritis without systemic symptoms > 2 years after onset. African Americans were associated with worse disease activity. Strategies are needed to improve outcomes in subgroups with poor prognosis.


Assuntos
Antirreumáticos/uso terapêutico , Artrite Juvenil/diagnóstico , Artrite Juvenil/tratamento farmacológico , Produtos Biológicos/uso terapêutico , Glucocorticoides/uso terapêutico , Fatores Etários , Idade de Início , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Masculino , Fenótipo , Sistema de Registros , Reumatologia , Índice de Gravidade de Doença , Fatores Sexuais , Avaliação de Sintomas
19.
Circ Cardiovasc Qual Outcomes ; 9(3): 275-85, 2016 05.
Artigo em Inglês | MEDLINE | ID: mdl-27116974

RESUMO

BACKGROUND: Effectiveness of carotid artery stenting (CAS) relative to carotid endarterectomy (CEA) among Medicare patients has not been established. We compared effectiveness of CAS versus CEA among Medicare beneficiaries. METHODS AND RESULTS: We linked Medicare data (2000-2009) to the Society for Vascular Surgery's Vascular Registry (2005-2008) and the National Cardiovascular Data Registry's (NCDR) Carotid Artery Revascularization and Endarterectomy Registry (2006-2008/2009). Medicare patients were followed up from procedure date until death, stroke/transient ischemic attack, periprocedural myocardial infarction, or a composite end point for these outcomes. We derived high-dimensional propensity scores using registry and Medicare data to control for patient factors and adjusted for provider factors in a Cox regression model comparing CAS with CEA. Among 5254 Society for Vascular Surgery's Vascular Registry (1999 CAS; 3255 CEA) and 4055 Carotid Artery Revascularization and Endarterectomy Registry (2824 CAS; 1231 CEA) Medicare patients, CAS patients had a higher comorbidity burden and were more likely to be at high surgical risk (Society for Vascular Surgery's Vascular Registry: 96.7% versus 44.5%; Carotid Artery Revascularization and Endarterectomy Registry: 71.3% versus 44.7%). Unadjusted outcome risks were higher for CAS. Mortality risks remained elevated for CAS after adjusting for patient-level factors (hazard ratio, 1.24; 95% confidence interval, 1.06-1.46). After further adjustment for provider factors, differences between CAS and CEA were attenuated or no longer present (hazard ratio for mortality, 1.13; 95% confidence interval, 0.94-1.37). Performance was comparable across subgroups defined by sex and degree of carotid stenosis, but there was a nonsignificant trend suggesting a higher risk of adverse outcomes in older (>80) and symptomatic patients undergoing CAS. CONCLUSIONS: Outcomes after CAS and CEA among Medicare beneficiaries were comparable after adjusting for both patient- and provider-level factors.


Assuntos
Estenose das Carótidas/terapia , Endarterectomia das Carótidas , Procedimentos Endovasculares/instrumentação , Benefícios do Seguro , Medicare , Stents , Idoso , Idoso de 80 Anos ou mais , Estenose das Carótidas/complicações , Estenose das Carótidas/diagnóstico por imagem , Estenose das Carótidas/mortalidade , Pesquisa Comparativa da Efetividade , Endarterectomia das Carótidas/efeitos adversos , Endarterectomia das Carótidas/mortalidade , Procedimentos Endovasculares/efeitos adversos , Procedimentos Endovasculares/mortalidade , Feminino , Humanos , Ataque Isquêmico Transitório/etiologia , Estimativa de Kaplan-Meier , Masculino , Infarto do Miocárdio/etiologia , Pontuação de Propensão , Modelos de Riscos Proporcionais , Sistema de Registros , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Índice de Gravidade de Doença , Acidente Vascular Cerebral/etiologia , Fatores de Tempo , Resultado do Tratamento , Estados Unidos
20.
Pharmacoepidemiol Drug Saf ; 25(2): 123-32, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26549190

RESUMO

PURPOSE: The study aimed to evaluate the comparative risk of oral ulcerations among antipsychotic medications. METHODS: We analyzed the National Health Insurance Research Database of Taiwan and included patients newly initiated with a single antipsychotic agent including haloperidol, sulpiride, olanzapine, quetiapine, risperidone, or amisulpride during 2002 to 2010. The outcome of interest was oral ulceration, defined by the presence diagnoses of stomatitis and mucositis, aphthous-like ulceration and oral burns, or dispensing of stomatological corticosteroids included triamcinolone, dexamethasone, hydrocortisone, and prednisolone. We conducted Cox proportional hazards regression to compare the risks of oral ulceration among antipsychotics. RESULTS: The rate of oral ulcerations was highest in the amisulpride group (217.7 per 1000 person-year), followed by quetiapine (193.9 per 1000 person-year), olanzapine (161.9 per 1000 person-year), sulpiride (147.1 per 1000 person-year), risperidone (115.6 per 1000 person-year), haloperidol (107.5 per 1000 person-year) and aripiprazole (49.8 per 1000 person-year). Compared with haloperidol users, the adjusted hazard ratio (AHR) was 1.40 (95% CI, 1.12-1.73) in olanzapine, 1.48 (95% CI, 1.30-1.69) in quetiapine, 1.27 (95% CI, 1.19-1.44) in sulpiride, 1.68 (95% CI, 0.97-2.59) in amisulpride, 1.02 (95% CI, 0.83-1.45) in risperidone, and 0.41 (95% CI, 0.24-0.72) in aripiprazole users by Cox regression model. CONCLUSION: Olanzapine, quetiapine, and sulpiride posed a higher risk, while aripiprazole posed a lower risk of oral ulcerations compared with haloperidol in subjects with newly initiated antipsychotic therapy. Risperidone and amisulpride tended to have higher risk of oral ulcerations, but this was not statistically significant.


Assuntos
Antipsicóticos/efeitos adversos , Úlceras Orais/induzido quimicamente , Úlceras Orais/epidemiologia , Vigilância da População , Adulto , Idoso , Amissulprida , Benzodiazepinas/efeitos adversos , Estudos de Coortes , Bases de Dados Factuais/tendências , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Olanzapina , Úlceras Orais/diagnóstico , Vigilância da População/métodos , Fumarato de Quetiapina/efeitos adversos , Estudos Retrospectivos , Sulpirida/efeitos adversos , Sulpirida/análogos & derivados , Taiwan/epidemiologia , Adulto Jovem
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