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1.
Int J Clin Pract ; 2022: 5229702, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35693549

RESUMO

Objectives: Assessment of erectile dysfunction (ED) burden could improve health outcomes associated with underlying cardiometabolic and psychological causes of ED. This study provided updated real-world evidence (RWE) on ED epidemiology and quantified healthcare resource utilization (HCRU) and health-related quality of life (HRQoL) burden among men with ED in the UK. Methods: This cross-sectional, prospective real-world evidence study was conducted via a self-reported Internet survey in 2018 in the UK general population. Prevalence of ED was estimated; HCRU and HRQoL were compared between men with ED versus without ED via bivariate analysis. Results: Of 12,490 men included, 41.5% reported ED; 7.5% of men reported severe ED; ED was most prevalent in Wales (44.3%). Men with ED were older (54.1 ± 14.5 vs. 46.8 ± 14.1 years) and often reported modifiable lifestyle risk factors, including smoking (32.8% vs. 26.3%), drinking alcohol (76.1% vs. 71.0%), not exercising (21.7% vs. 19.4%), and being overweight or obese (64.9% vs. 54.6%). Additionally, men with ED more often reported ≥1 comorbid chronic conditions (73.7% vs. 47.7%), including hypertension (31.8% vs. 16.3%), hyperlipidemia (27.6% vs. 14.0%), depression (24.3% vs. 14.6%), anxiety (23.3% vs. 16.6%), and diabetes (15.9% vs. 6.1%) versus men without ED (all, p < 0.001). Nearly half of men with ED (45.3%) were not undergoing treatment for cardiometabolic or psychological comorbidities. Furthermore, men with ED more often reported ≥1 visit to physicians/nurse practitioners and pharmacists in the past year and had significantly lower SEAR total and domain scores than men without ED (all, p < 0.001). Conclusion: ED was highly prevalent in the UK affecting over a quarter of younger men. Cardiometabolic and psychological conditions were common among men with ED and often remained untreated. Higher proportions of modifiable lifestyle risk factors observed among men with ED present an opportunity for healthcare providers to help mitigate the risk of cardiometabolic diseases and incidence of ED.


Assuntos
Disfunção Erétil , Hipertensão , Estudos Transversais , Disfunção Erétil/epidemiologia , Disfunção Erétil/etiologia , Humanos , Hipertensão/complicações , Hipertensão/epidemiologia , Masculino , Prevalência , Estudos Prospectivos , Qualidade de Vida/psicologia , Fatores de Risco
2.
Int J Clin Pract ; 75(10): e14522, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34120397

RESUMO

OBJECTIVE: To generate real-world evidence (RWE) from the United States to assess the impact of pill burden and the importance of achieving a stable daily dose of sertraline (time taken, number of dose adjustments needed) on adherence/persistence and healthcare resource utilisation (HCRU). METHODS: Retrospective analysis of the PharMetrics® Plus database (1 October 2012 to 31 March 2020) in the United States. Eligible patients had major depressive disorder (MDD) or obsessive-compulsive disorder (OCD) and ≥1 claim for sertraline during index period (1 April 2013 to 31 March 2019, allowing 6-months prior, 1-year post-index follow-up). Patients who achieved stable daily dose of sertraline (>90 days on same dose) were categorised into five cohorts, depending on pill burden/daily dose: Cohort (1): 1 × 50 mg/d; Cohort (2): 1 × 100 mg/d; Cohort (3): 2 × 50 mg/d; Cohort (4): 1.5 × 100 mg/d; Cohort (5): 3 × 50 mg/d. Impact of pill burden on adherence/persistence and HCRU was assessed among cohorts using logistic regression analysis, and between patients who did vs did not stabilise on therapy. P < .05 was considered significant for all analyses. RESULTS: Of 224 412 eligible patients, 108 729 stabilised on sertraline (50, 100 or 150 mg/d) and formed Cohorts 1-5. Stabilised patients on lower pill burden had statistically higher adherence and were more likely to remain persistent throughout 1-year post-index period vs patients on higher pill burden but same overall dose (100 mg/d [Cohort 2 vs 3] and 150 mg/d [Cohort 4 vs 5], respectively). Patients who did not stabilise had significantly lower adherence/persistence vs patients who achieved stable daily dose (Cohorts 1-5 combined). Persistence improved when stable daily dose was achieved quickly (within 1-4 months) and efficiently (within 1-3 dose adjustments). Probability of HCRU increased for patients who did not stabilise on their initial prescription. CONCLUSION: Simplifying treatment regimen and decreasing pill burden improved adherence and/or persistence with sertraline therapy (100 or 150 mg/d). Patients achieving stable daily dose of sertraline in an efficient and timely manner were more likely to remain persistent throughout 1-year follow-up.


Assuntos
Transtorno Depressivo Maior , Transtorno Obsessivo-Compulsivo , Transtorno Depressivo Maior/tratamento farmacológico , Humanos , Adesão à Medicação , Transtorno Obsessivo-Compulsivo/tratamento farmacológico , Aceitação pelo Paciente de Cuidados de Saúde , Estudos Retrospectivos , Sertralina , Estados Unidos
3.
Int J Clin Pract ; 75(4): e13849, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33220087

RESUMO

OBJECTIVES: The Medicines and Healthcare Products Regulatory Agency in the United Kingdom (UK) formally reclassified sildenafil citrate 50 mg tablets as a pharmacy medicine (sildenafil-P) in 2017 for adult men with erectile dysfunction (ED). A 1-year prospective real-world observational study was conducted to track men's health behaviour, particularly their healthcare resource utilisation (HCRU) and quality of life (QoL) before and after the availability of sildenafil-P. METHODS: Adult men with ED aged ≥18 years provided data at baseline (prior to launch of sildenafil-P) and every 3 months after the launch. Demographics, health characteristics, treatments at baseline and HCRU, including number of pharmacist and physician/nurse practitioner visits over time are reported. QoL-related outcomes were assessed via the Self-Esteem and Relationship Questionnaire (SEAR), 2-Item Patient Health Questionnaire and ratings of sexual satisfaction. Generalised linear models were used to assess the association of sildenafil-P use with total physician/nurse practitioner and pharmacist visits and QoL-related outcomes at 12 months. RESULTS: Overall, 1162 men completed the survey at all 5 time points. The mean ± SD age was 59.02 ± 12.06 years; 55.42% reported having a moderate-to-severe ED. Hypertension (37.52%) and hypercholesterolaemia (31.50%) were the most common risk factors for ED. At baseline, 62.99% were not using any ED treatment. After adjusting for baseline visits/other covariates, mean physician/nurse practitioner (3.68 vs 2.87; P = .003) and pharmacist visits for any reason (2.10 vs 1.34; P < .001) at 12 months were significantly higher among sildenafil-P users than those who never used sildenafil-P. Sildenafil-P users also had significantly higher SEAR total and domain (sexual relationship and self-esteem) scores at 12 months. CONCLUSION: Following the reclassification to a pharmacy medicine in the UK, sildenafil-P was associated with a higher number of physician/nurse practitioner and pharmacist visits for any reason. Sildenafil-P use was also associated with better QoL, although group differences were small in magnitude.


Assuntos
Disfunção Erétil , Farmácias , Adolescente , Adulto , Idoso , Disfunção Erétil/tratamento farmacológico , Pessoal de Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Piperazinas , Estudos Prospectivos , Purinas/uso terapêutico , Qualidade de Vida , Citrato de Sildenafila/uso terapêutico , Sulfonas , Inquéritos e Questionários , Reino Unido
4.
BMC Cardiovasc Disord ; 19(1): 62, 2019 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-30876393

RESUMO

BACKGROUND: Despite the recommendations of statins treatment for secondary prevention of atherosclerotic cardiovascular disease (ASCVD), treatment adherence and persistence are still a concern. This study examined the real world practice of long-term adherence and persistence to statins treatment initiated after hospital discharge for ASCVD, and their associated factors in a nationwide cohort. METHODS: Post discharge statin prescriptions between 2006 and 2012 were extracted from the Taiwan National Health Insurance claims database. Good adherence, defined as proportion of days covered (PDC) ≥0.8 and mean medication possession ratio (MPR), was measured every 180-day period. Non-persistence was defined on the date patients failed to refill statin for 90 days after the end of the last prescription. Their associations with influential factors were analyzed using a generalized estimating equation and Cox's proportional hazard model. RESULTS: There was a total of 185,252 post-discharge statin initiations (from 169,624 patients) and followed for 467,398 patient-years in the study cohort. Percentage of good adherence (mean MPR) was 71% (0.87) at 6-months; declined to 54% (0.68), 47% (0.59), and 42% (0.50) at end of year 1, 2, and 7, respectively. Persistence in statin treatment was 86, 67, 50, and 25% at 6-month, 1-, 2-, and 7-year, respectively. Comparing the statin-cohort initiated from year 2006 to 2012, 1-year persistence increased from 58 to 73%, and 1-year good adherence improved from 45 to 61%. Factors associated with sub-optimal adherence and non-persistence included: prescription by primary care clinics or non-cardiology specialties; patients' age > 75 years; no history of previous statin use; ASCVD events with ischemic stroke diagnosis; comorbidities of renal disease, liver disease, depression, and chronic obstructive pulmonary disease. CONCLUSIONS: Despite the improving trends, long-term adherence and persistence of statin treatment were suboptimal in Taiwan. Strategies to maintain statin treatment adherence and persistence need to be implemented to further enhance the positive trend.


Assuntos
Aterosclerose/tratamento farmacológico , Dislipidemias/tratamento farmacológico , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Lipídeos/sangue , Adesão à Medicação , Alta do Paciente , Prevenção Secundária , Idoso , Aterosclerose/sangue , Aterosclerose/diagnóstico , Aterosclerose/epidemiologia , Biomarcadores/sangue , Bases de Dados Factuais , Prescrições de Medicamentos , Dislipidemias/sangue , Dislipidemias/diagnóstico , Dislipidemias/epidemiologia , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Risco , Taiwan/epidemiologia , Fatores de Tempo
5.
BMC Health Serv Res ; 16: 175, 2016 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-27165638

RESUMO

BACKGROUND: Lifestyle and dietary changes reflect an ongoing epidemiological transition in China, with cardiovascular disease (CVD) playing an ever-increasing role in China's disease burden. This study assessed the burden of CVD and the potential value of lipid and blood pressure control strategies in China. METHODS: We estimated the likely burden of CVD between 2016 and 2030 and how expanded use of lipid lowering and blood pressure control medication would impact that burden in the next 15 years. Accounting for the costs of drug use, we assessed the net social value of a policy that expands the utilization of lipid and blood pressure lowering therapies in China. RESULTS: Rises in prevalence of CVD risk and population aging would likely increase the incidence of acute myocardial infarctions (AMIs) by 75 million and strokes by 118 million, while the number of CVD deaths would rise by 39 million in total between 2016 and 2030. Universal treatment of hypertension and dyslipidemia patients with lipid and blood pressure lowering therapies could avert between 10 and 20 million AMIs, between 8 and 30 million strokes, and between 3 and 10 million CVD deaths during the 2016-2030 period, producing a positive social value net of health care costs as high as $932 billion. CONCLUSIONS: In light of its aging population and epidemiological transition, China faces near-certain increases in CVD morbidity and mortality. Preventative measures such as effective lipid and blood pressure management may reduce CVD burden substantially and provide large social value. While the Chinese government is implementing more systematic approaches to health care delivery, prevention of CVD should be high on the agenda.


Assuntos
Doenças Cardiovasculares/prevenção & controle , Efeitos Psicossociais da Doença , Hiperlipidemias/prevenção & controle , Hipertensão/prevenção & controle , Adulto , Idoso , Pressão Sanguínea/fisiologia , Doenças Cardiovasculares/economia , Doenças Cardiovasculares/epidemiologia , China/epidemiologia , Feminino , Programas Governamentais , Custos de Cuidados de Saúde , Humanos , Hiperlipidemias/economia , Hiperlipidemias/epidemiologia , Hipertensão/economia , Hipertensão/epidemiologia , Lipídeos/sangue , Masculino , Pessoa de Meia-Idade , Morbidade , Infarto do Miocárdio/economia , Infarto do Miocárdio/epidemiologia , Infarto do Miocárdio/prevenção & controle , Prevalência , Fatores de Risco , Acidente Vascular Cerebral/economia , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/prevenção & controle
6.
BMC Infect Dis ; 14: 476, 2014 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-25182029

RESUMO

BACKGROUND: Patient-related (demographic/disease) and treatment-related (drug/clinician/hospital) characteristics were evaluated as potential predictors of healthcare resource use and opportunities for early switch (ES) from intravenous (IV)-to-oral methicillin-resistant Staphylococcus aureus (MRSA)-active antibiotic therapy and early hospital discharge (ED). METHODS: This retrospective observational medical chart study analyzed patients (across 12 European countries) with microbiologically confirmed MRSA complicated skin and soft tissue infections (cSSTI), ≥3 days of IV anti-MRSA antibiotics during hospitalization (July 1, 2010-June 30, 2011), and discharged alive by July 31, 2011. Logistic/linear regression models evaluated characteristics potentially associated with actual resource use (length of IV therapy, length of hospital stay [LOS], IV-to-oral antibiotic switch), and ES and ED (using literature-based and expert-verified criteria) outcomes. RESULTS: 1542 patients (mean ± SD age 60.8 ± 16.5 years; 61.5% males) were assessed with 81.0% hospitalized for MRSA cSSTI as the primary reason. Several patient demographic, infection, complication, treatment, and hospital characteristics were predictive of length of IV therapy, LOS, IV-to-oral antibiotic switch, or ES and ED opportunities. Outcomes and ES and ED opportunities varied across countries. Length of IV therapy and LOS (r = 0.66, p < 0.0001) and eligibilities for ES and ED (r = 0.44, p < 0.0001) showed relatively strong correlations. IV-to-oral antibiotic switch patients had significantly shorter length of IV therapy (-5.19 days, p < 0.001) and non-significantly shorter LOS (-1.86 days, p > 0.05). Certain patient and treatment characteristics were associated with increased odds of ES (healthcare-associated/ hospital-acquired infection) and ED (patient living arrangements, healthcare-associated/ hospital-acquired infection, initiating MRSA-active treatment 1-2 days post cSSTI index date, existing ED protocol), while other factors decreased the odds of ES (no documented MRSA culture, ≥4 days from admission to cSSTI index date, IV-to-oral switch, IV line infection) and ED (dementia, no documented MRSA culture, initiating MRSA-active treatment ≥3 days post cSSTI index date, existing ES protocol). CONCLUSIONS: Practice patterns and opportunity for further ES and ED were affected by several infection, treatment, hospital, and geographical characteristics, which should be considered in identifying ES and ED opportunities and designing interventions for MRSA cSSTI to reduce IV days and LOS while maintaining the quality of care.


Assuntos
Antibacterianos/administração & dosagem , Staphylococcus aureus Resistente à Meticilina/efeitos dos fármacos , Infecções dos Tecidos Moles/tratamento farmacológico , Infecções Estafilocócicas/tratamento farmacológico , Infecções Cutâneas Estafilocócicas/tratamento farmacológico , Adulto , Idoso , Europa (Continente) , Feminino , Humanos , Tempo de Internação , Masculino , Resistência a Meticilina , Staphylococcus aureus Resistente à Meticilina/genética , Staphylococcus aureus Resistente à Meticilina/isolamento & purificação , Staphylococcus aureus Resistente à Meticilina/fisiologia , Pessoa de Meia-Idade , Estudos Retrospectivos , Infecções dos Tecidos Moles/microbiologia , Infecções Estafilocócicas/microbiologia , Infecções Cutâneas Estafilocócicas/microbiologia
7.
Ther Innov Regul Sci ; 58(3): 443-455, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38528279

RESUMO

Conducting clinical trials (CTs) has become increasingly costly and complex in terms of designing and operationalizing. These challenges exist in running CTs on novel therapies, particularly in oncology and rare diseases, where CTs increasingly target narrower patient groups. In this study, we describe external control arms (ECA) and other relevant tools, such as virtualization and decentralized clinical trials (DCTs), and the ability to follow the clinical trial subjects in the real world using tokenization. ECAs are typically constructed by identifying appropriate external sources of data, then by cleaning and standardizing it to create an analysis-ready data file, and finally, by matching subjects in the external data with the subjects in the CT of interest. In addition, ECA tools also include subject-level meta-analysis and simulated subjects' data for analyses. By implementing the recent advances in digital health technologies and devices, virtualization, and DCTs, realigning of CTs from site-centric designs to virtual, decentralized, and patient-centric designs can be done, which reduces the patient burden to participate in the CTs and encourages diversity. Tokenization technology allows linking the CT data with real-world data (RWD), creating more comprehensive and longitudinal outcome measures. These tools provide robust ways to enrich the CT data for informed decision-making, reduce the burden on subjects and costs of trial operations, and augment the insights gained for the CT data.


Assuntos
Ensaios Clínicos como Assunto , Desenvolvimento de Medicamentos , Humanos , Projetos de Pesquisa
8.
Patient Prefer Adherence ; 18: 1345-1358, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38957611

RESUMO

Purpose: A national additional risk minimization measures (aRMMs) program was implemented to train pharmacists for safe supply of non-prescription Viagra Connect® (VC) to erectile dysfunction (ED) patients in United Kingdom (UK). A survey aimed to evaluate the effectiveness of aRMMs. Methods: A cross-sectional, web-based survey enrolled ED patients who purchased at least 1 supply of VC in UK, using a structured self-administered questionnaire. Patients were assessed for the suitability of VC and received appropriate advice from pharmacists. Descriptive statistics were used. Results: The final sample had 297 patients, who reported that pharmacists inquired about blood pressure and heart comorbidities (91.9%), relevant illnesses (87.9%), medications (86.5%), ED diagnosis (82.2%), and were advised to consult their doctor regarding ED (51.2%). Furthermore, 85.5% of patients were advised on how to take VC correctly, 82.2% on possible side effects for which they might have to discontinue taking VC and consult their doctor, 80.1% on being informed that ED could be caused by underlying conditions. About 65.0% reported that they had visited (19.2%) or planned to visit (45.8%) their doctor. A majority (68.7%) also indicated that they had received advice on lifestyle modifications to manage their ED-related health risks. Conclusion: This survey provided a reasonable confirmation of the effectiveness of the VC aRMMs program and assurance that ED patients, when requesting and purchasing VC in UK pharmacies, are assessed appropriately for suitability of VC and receive the appropriate advice from pharmacists.


A national additional risk minimization measures (aRMMs) program was implemented to train pharmacists for safe supply of non-prescription VC to erectile dysfunction (ED) patients in United Kingdom (UK). A cross-sectional, web-based survey enrolled ED patients who purchased at least 1 supply of VC in UK, using a structured self-administered questionnaire. Patients were assessed for the suitability of VC and received appropriate advice from pharmacists. The final sample had 297 patients, who reported that pharmacists inquired about blood pressure and heart comorbidities, relevant illnesses, medications, ED diagnosis, and were advised to consult their doctor regarding ED. Additionally, most of the patients had consulted or planned to consult their doctors, on how to take VC correctly, on possible side effects for which they might have to discontinue taking VC and consult their doctor, on being informed that ED could be caused by underlying conditions, and on lifestyle modifications. A majority also indicated that they had received advice on lifestyle modifications to manage their ED-related health risks. This survey provided a reasonable confirmation of the effectiveness of the VC aRMMs program and assurance that ED patients, when requesting and purchasing VC in UK pharmacies, are assessed appropriately for suitability of VC and receive the appropriate advice from pharmacists.

9.
Ophthalmology ; 119(7): 1328-35, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22525048

RESUMO

OBJECTIVE: To evaluate safety and efficacy of topical ophthalmic tofacitinib (CP-690,550), a novel Janus kinase inhibitor, in treating dry eye disease (DED). DESIGN: A phase 1/2 prospective, randomized, double-masked, multicenter, vehicle- and comparator-controlled trial (NCT00784719). PARTICIPANTS: Patients (n = 327) 18 years of age and older with a DED diagnosis for 6 months or more. METHODS: Tofacitinib (0.0003% twice daily, n = 46; 0.001% in both eyes twice daily, n = 47; 0.003% twice daily, n = 48; 0.005% twice daily, n = 48; 0.005% once daily, n = 44) results were compared with those of groups receiving active treatment cyclosporine ophthalmic emulsion 0.05% twice daily (n = 47) and vehicle twice daily (n = 47). Safety and efficacy evaluations were performed at baseline and throughout the 8-week study. MAIN OUTCOME MEASURES: Schirmer wetting, corneal staining, tear film break-up time, conjunctival staining, Ocular Comfort Index (OCI), and Ocular Surface Disease Index (OSDI). RESULTS: All tofacitinib doses were well tolerated, exhibiting better patient-reported ocular tolerability than cyclosporine. For the proportion of patients achieving 10 mm or more Schirmer wetting (without anesthesia) at week 8 (primary end point), greater response rates were observed in the tofacitinib 0.001% twice daily (27.3%), 0.005% twice daily (25.5%), and 0.005% once daily (26.1%) groups versus vehicle (20.0%); however, the differences were not statistically significant. Mean increase in Schirmer wetting (without anesthesia) from baseline was statistically significant (P<0.2, 2-sided) for all tofacitinib doses (1.7-3.1 mm), cyclosporine (3.9 mm), and vehicle (1.4 mm). For corneal staining (total score), significant improvement (reduction) from baseline was observed for all tofacitinib doses (-0.9 to -1.9) and vehicle (-2.0), but not for cyclosporine. The proportion of patients with complete corneal clearing (CCC; 100%) at week 8 was greatest with tofacitinib 0.005% once daily (15.9%) versus vehicle (6.7%). Symptom scores (OCI, OSDI) at week 8 showed significant improvements from baseline for all tofacitinib groups, and tofacitinib demonstrated greater improvements than cyclosporine. The tofacitinib 0.005% once daily group showed significant improvements in both a sign (Schirmer wetting without anesthesia) and symptom (OSDI environmental triggers subscale) versus vehicle and also demonstrated the highest response rate for CCC (16.7%) at week 8. CONCLUSIONS: This phase 1/2 study of tofacitinib demonstrated a trend for improving both signs and symptoms of dry eye. All doses of tofacitinib exhibited a reasonable safety profile and were well tolerated by patients with DED.


Assuntos
Síndromes do Olho Seco/tratamento farmacológico , Janus Quinase 3/antagonistas & inibidores , Pirimidinas/administração & dosagem , Pirróis/administração & dosagem , Ciclosporina/administração & dosagem , Método Duplo-Cego , Síndromes do Olho Seco/metabolismo , Síndromes do Olho Seco/fisiopatologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Soluções Oftálmicas , Piperidinas , Estudos Prospectivos , Pirimidinas/efeitos adversos , Pirróis/efeitos adversos , Inquéritos e Questionários , Lágrimas/química , Lágrimas/fisiologia , Resultado do Tratamento
10.
Healthcare (Basel) ; 10(10)2022 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-36292444

RESUMO

Technologies utilizing cutting-edge methodologies, including artificial intelligence (AI), machine learning (ML) and deep learning (DL), present powerful opportunities to help evaluate, predict, and improve patient outcomes by drawing insights from real-world data (RWD) generated during medical care. They played a role during and following the Coronavirus Disease 2019 (COVID-19) pandemic by helping protect healthcare providers, prioritize care for vulnerable populations, predict disease trends, and find optimal therapies. Potential applications across therapeutic areas include diagnosis, disease management and patient journey mapping. Use of fit-for-purpose datasets for ML models is seeing growth and may potentially help additional enterprises develop AI strategies. However, biopharmaceutical companies often face specific challenges, including multi-setting data, system interoperability, data governance, and patient privacy requirements. There remains a need for evolving regulatory frameworks, operating models, and data governance to enable further developments and additional research. We explore recent literature and examine the hurdles faced by researchers in the biopharmaceutical industry to fully realize the promise of AI/ML/DL for patient-centric purposes.

11.
Patient Prefer Adherence ; 16: 2213-2227, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36003802

RESUMO

Purpose: To investigate clinical management of primary open-angle glaucoma (POAG) in the United States using real-world evidence and to examine healthcare resource utilization (HCRU), medication adherence/persistence, and procedure use. Design: A cross-sectional, retrospective analysis of Optum's de-identified Market Clarity Dataset (July 1, 2013-December 31, 2019). Patients and Methods: Patients ≥18 years with POAG diagnosis and continuous enrollment for 1-year pre- and post-index were eligible and categorized into four mutually exclusive cohorts: CH1, treated with antiglaucoma medication(s) only; CH2, underwent glaucoma procedure(s) only; CH3, treated with antiglaucoma medication(s) and underwent procedure(s); and CH4, received no treatment for POAG. Adherence and persistence with antiglaucoma medications, and disease-specific HCRU were analyzed. Pairwise two-sample comparisons and multivariate regressions were conducted. Results: Examined 232,572 eligible patients (CH1=60,895; CH2=4330; CH3=6027; CH4=161,320). Prostaglandin analogs were most prescribed antiglaucoma medications (CH1: 69.7%; CH3: 62.7%), of which latanoprost was most common (CH1: 51.3%; CH3: 46.1%). Disease-specific office visits occurred in 26.3%, 78.2%, 75.0%, 23.8%, and surgical services visits occurred in 3.8%, 36.3%, 42.5%, 3.3%, in CH1-CH4, respectively. Adherence was higher (medication possession ratio: 47.1% vs 39.4%; P<0.0001), and more patients remained persistent across 1-year post-index period in CH1 vs CH3 (25.4% vs 16.1%; P<0.0001). Positive predictors of medication persistence included being female, ≥55 years, and history of dyslipidemia or thyroid disease (all P≤0.0003). Conclusion: Overall, 70% POAG patients might not have received antiglaucoma treatment. Since POAG is a slowly progressive blinding disease, the lack of antiglaucoma treatment and suboptimal adherence/persistence with medications are of major concerns. Targeted screening and educational approaches are needed to improve POAG management.

12.
Artigo em Inglês | MEDLINE | ID: mdl-33173407

RESUMO

Noncommunicable diseases (NCDs) are the leading causes of mortality and morbidity across the world and factors influencing global poverty and slowing economic development. We summarize how the potential power of real-world data (RWD) and real-world evidence (RWE) can be harnessed to help address the disease burden of NCDs at global, national, regional and local levels. RWE is essential to understand the epidemiology of NCDs, quantify NCD burdens, assist with the early detection of vulnerable populations at high risk of NCDs by identifying the most influential risk factors, and evaluate the effectiveness and cost-benefits of treatments, programs, and public policies for NCDs. To realize the potential power of RWD and RWE, challenges related to data integration, access, interoperability, standardization of analytical methods, quality control, security, privacy protection, and ethical standards for data use must be addressed. Finally, partnerships between academic centers, governments, pharmaceutical companies, and other stakeholders aimed at improving the utilization of RWE can have a substantial beneficial impact in preventing and managing NCDs.

13.
J Multidiscip Healthc ; 13: 671-679, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32801731

RESUMO

A vast quantity of real-world data (RWD) are available to healthcare researchers. Such data come from diverse sources such as electronic health records, insurance claims and billing activity, product and disease registries, medical devices used in the home, and applications on mobile devices. The analysis of RWD produces real-world evidence (RWE), which is clinical evidence that provides information about usage and potential benefits or risks of a drug. This review defines and explains RWD, and it also details how regulatory authorities are using RWD and RWE. The main challenges in harnessing RWD include collating and analyzing numerous disparate types or categories of available information including both structured (eg, field entries) and unstructured (eg, doctor notes, discharge summaries, social media posts) data. Although the use of artificial intelligence to capture, amalgamate, standardize, and analyze RWD is still evolving, it has the potential to support the increased use of RWE to improve global health and healthcare.

14.
Value Health ; 12(4): 580-6, 2009 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-19900256

RESUMO

OBJECTIVES: The Functional Assessment of Cancer Therapy-Kidney Symptom Index-Disease-Related Symptoms (FKSI-DRS) was developed to assess patients' kidney-cancer-related symptoms. The Rasch rating scale, a one-parameter logistic item response model, may enhance FKSI-DRS interpretation and validate its measurement properties. METHODS: We applied the Rasch model to FKSI-DRS data from a randomized phase 3 trial in which first-line sunitinib therapy showed superiority to interferon-alfa in patients with metastatic renal cell carcinoma. Of 750 enrolled patients, 668 patients completed the questionnaire on cycle 1, day 28 and were evaluated in the current study. The nine FKSI-DRS items were analyzed to enhance interpretation of the summary score by using an item characteristic curve that related score to probability of reporting specific symptoms. RESULTS: The Rasch model fitted the FKSI-DRS well: 8 of 9 items had acceptable infit and outfit statistics (<1.5, >0.5); item difficulty spanned a wide range (-3.23 to 1.64 logits); and the five response categories performed adequately. The item characteristic curve offered enhanced interpretation of FKSI-DRS: For example, an FKSI-DRS score of 27 (mean baseline score for total sample) indicated a 47% chance of reporting "no" to "lack of energy," although a two-point difference between sunitinib and interferon-alfa, averaged across all assessments (29 vs. 27), corresponded to sunitinib achieving a 28% increase (13% absolute difference) in the probability of reporting "no" to "lack of energy" (60% vs. 47%). CONCLUSIONS: Data suggest that the FKSI-DRS is an adequate measure of symptom status in patients with metastatic renal cell carcinoma. The Rasch model supports its validation and enhances its interpretation.


Assuntos
Carcinoma de Células Renais/tratamento farmacológico , Interpretação Estatística de Dados , Neoplasias Renais/tratamento farmacológico , Antineoplásicos/efeitos adversos , Antineoplásicos/uso terapêutico , Feminino , Indicadores Básicos de Saúde , Humanos , Fatores Imunológicos/efeitos adversos , Fatores Imunológicos/uso terapêutico , Indóis/efeitos adversos , Indóis/uso terapêutico , Interferon-alfa/uso terapêutico , Masculino , Pessoa de Meia-Idade , Modelos Econômicos , Modelos Estatísticos , Pirróis/efeitos adversos , Pirróis/uso terapêutico , Sunitinibe , Inquéritos e Questionários
15.
Heart Asia ; 11(2): e011176, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31565075

RESUMO

BACKGROUND: Evidence and treatment guidelines support the use of statins in patients with established atherosclerotic cardiovascular disease (ASCVD) for secondary prevention of subsequent cardiovascular (CV) event. However, treatment adherence and persistence are still a concern. METHODS: We constructed a retrospective population-based cohort of patients, who initiated statin treatment within 90 days after discharge from hospital for ASCVD using the claims database of Taiwan National Health Insurance. Proportion of days covered (PDC) was used to measure statin adherence, and PDC ≥80% was defined as good adherence. The study outcomes were subsequent rehospitalisation or in-hospital death due to composite ASCVD, myocardial infarction or ischaemic stroke. Their associations with statin prescription adherence or persistence were analysed using time-dependent Cox proportional hazards model. RESULTS: The study cohort included 185 252 postdischarge statin initiators. There were 50 015 subsequent ASCVD rehospitalisations including 2858 in-hospital death during 7 years of study period. Good adherence was significantly associated with lower risk of ASCVD rehospitalisation (adjusted HR (aHR) 0.90; 95% CI 0.87 to 0.92) and significantly lower risk of in-hospital death (aHR 0.59; 95% CI 0.53 to 0.65). Compared with constant use of statin, patients in the three less persistent states (recent stop, non-persistence and intermittent use) were associated with higher risk of subsequent ASCVD rehospitalisation, aHRs were 1.16, 1.13 and 1.26, respectively (all p<0.05). The increased risks were consistent with specific outcome of acute myocardial infarction and ischaemic stroke. Also, patients in the recent stop period had significantly higher risk for fatal CV event. CONCLUSIONS: Good adherence and persistence to statin therapy are significantly associated with lower risk of secondary ASCVD rehospitalisation and in-hospital death.

16.
Cancer Treat Rev ; 34(3): 193-205, 2008 May.
Artigo em Inglês | MEDLINE | ID: mdl-18313224

RESUMO

Renal cell carcinoma (RCC), the most common form of kidney cancer, initially has an asymptomatic clinical course; 25-30% of patients present with metastatic disease at time of diagnosis. Worldwide incidence and mortality rates are rising at a rate of approximately 2-3% per decade. Metastatic RCC (mRCC) is one of the most treatment-resistant malignancies; outcomes are generally poor and median survival after diagnosis is less than one year. Surgery and chemotherapy have limited or no effect, leaving mRCC patients underserved in the realm of cancer treatment. As the world's population ages and the prevalence of risk factors (obesity, hypertension) increases, the burden of mRCC is predicted to increase significantly. With a shift in treatment of mRCC to novel therapies, such as molecularly targeted therapies (MTTs) (e.g., sorafenib and sunitinib), clinicians, payers, and other healthcare decision-makers must re-evaluate the optimal role for new treatments. Timely understanding of the burden of mRCC on individuals and society clearly is needed at this juncture. Using a comprehensive literature review, we assessed the epidemiologic, economic, and health-related quality of life (HRQOL) burdens of mRCC. The annual incidence of mRCC in major European countries, the US, and Japan ranges from 1500 to 8600 cases. However, prevalence data were lacking. The estimated economic burden of mRCC is large; $107-$556 million (2006 USD) in the US and $446 million-$1.6 billion (2006 USD) collectively in select countries worldwide. MTTs have potential to reduce the burden of mRCC and provide substantial value beyond their clinical effectiveness.


Assuntos
Carcinoma de Células Renais/economia , Carcinoma de Células Renais/epidemiologia , Neoplasias Renais/economia , Neoplasias Renais/epidemiologia , Carcinoma de Células Renais/patologia , Europa (Continente)/epidemiologia , Custos de Cuidados de Saúde , Humanos , Japão/epidemiologia , Neoplasias Renais/patologia , Metástase Neoplásica , Qualidade de Vida , Estados Unidos/epidemiologia
17.
Int J Gen Med ; 9: 175-82, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27330323

RESUMO

Hypertension is a major risk factor for strokes and myocardial infarction (MI). Given its effectiveness and safety profile, the calcium channel blocker amlodipine is among the most frequently prescribed antihypertensive drugs. This analysis was conducted to determine the costs and quality-adjusted life years (QALYs) associated with the use of amlodipine and valsartan, an angiotensin II receptor blocker, in preventing stroke and MI in Taiwanese hypertensive patients. A state transition (Markov) model was developed to compare the 5-year costs and QALYs for amlodipine and valsartan. Effectiveness data were based on the NAGOYA HEART Study, local studies, and a published meta-analysis. Utility data and costs of MI and stroke were retrieved from the published literature. Medical costs were based on the literature and inflated to 2011 prices; drug costs were based on National Health Insurance prices in 2014. A 3% discount rate was used for costs and QALYs and a third-party payer perspective adopted. One-way sensitivity and scenario analyses were conducted. Compared with valsartan, amlodipine was associated with cost savings of New Taiwan Dollars (NTD) 2,251 per patient per year: costs were NTD 4,296 and NTD 6,547 per patient per year for amlodipine and valsartan users, respectively. Fewer cardiovascular events were reported in patients receiving amlodipine versus valsartan (342 vs 413 per 10,000 patients over 5 years, respectively). Amlodipine had a net gain of 58 QALYs versus valsartan per 10,000 patients over 5 years. Sensitivity analyses showed that the discount rate and cohort age had a larger effect on total cost and cost difference than on QALYs. However, amlodipine results were more favorable than valsartan irrespective of discount rate or cohort age. When administered to Taiwanese patients for hypertension control, amlodipine was associated with lower cost and more QALYs compared with valsartan due to a lower risk of stroke and MI events.

18.
Int J Antimicrob Agents ; 26(6): 442-8, 2005 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-16289514

RESUMO

We compared the health outcomes in patients treated with linezolid or vancomycin for complicated skin and soft tissue infections (cSSTIs). This analysis is part of a randomised, open-label, multinational trial involving 1200 adult patients hospitalised with cSSTIs due to suspected or proven methicillin-resistant Staphylococcus aureus (MRSA). Subjects received linezolid 600 mg intravenous (i.v.) or oral, or vancomycin 1g i.v. every 12 h. A test-of-cure was assessed at 7 days post therapy. Compared with vancomycin, linezolid treatment was associated with significantly shorter length of stay (all P < 0.01), decreased i.v. antibiotic treatment duration (all P < 0.0001) and higher discharge rates (all P < 0.05). Thus, linezolid has the potential to reduce medical resource use for the treatment of cSSTIs.


Assuntos
Acetamidas/uso terapêutico , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Anti-Infecciosos/uso terapêutico , Meticilina/farmacologia , Oxazolidinonas/uso terapêutico , Infecções dos Tecidos Moles/tratamento farmacológico , Infecções Estafilocócicas/tratamento farmacológico , Infecções Cutâneas Estafilocócicas/tratamento farmacológico , Staphylococcus aureus/efeitos dos fármacos , Vancomicina/uso terapêutico , Acetamidas/administração & dosagem , Administração Oral , Adolescente , Adulto , Idoso , América , Antibacterianos/administração & dosagem , Anti-Infecciosos/administração & dosagem , Ásia , Europa (Continente) , Feminino , Humanos , Injeções Intravenosas , Tempo de Internação , Linezolida , Masculino , Resistência a Meticilina , Pessoa de Meia-Idade , Nova Zelândia , Oxazolidinonas/administração & dosagem , Resultado do Tratamento , Vancomicina/administração & dosagem
19.
Infect Drug Resist ; 8: 173-9, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26124673

RESUMO

OBJECTIVES: To describe real-world treatment patterns and health care resource use and to estimate opportunities for early-switch (ES) from intravenous (IV) to oral (PO) antibiotics and early-discharge (ED) for patients hospitalized in the United Arab Emirates (UAE) with methicillin-resistant Staphylococcus aureus (MRSA) complicated skin and soft tissue infections. METHODS: This retrospective observational medical chart review study enrolled physicians from four UAE sites to collect data for 24 patients with documented MRSA complicated skin and soft tissue infections, hospitalized between July 2010 and June 2011, and discharged alive by July 2011. Data include clinical characteristics and outcomes, hospital length of stay (LOS), MRSA-targeted IV and PO antibiotic use, and ES and ED eligibility using literature-based and expert-validated criteria. RESULTS: Five included patients (20.8%) were switched from IV to PO antibiotics while being inpatients. Actual length of MRSA-active treatment was 10.8±7.0 days, with 9.8±6.6 days of IV therapy. Patients were hospitalized for a mean 13.9±9.3 days. The most frequent initial MRSA-active therapies used were vancomycin (37.5%), linezolid (16.7%), and clindamycin (16.7%). Eight patients were discharged with MRSA-active antibiotics, with linezolid prescribed most frequently (n=3; 37.5%). Fifteen patients (62.5%) met ES criteria and potentially could have discontinued IV therapy 8.3±6.0 days sooner, and eight (33.3%) met ED criteria and potentially could have been discharged 10.9±5.8 days earlier. CONCLUSION: While approximately one-fifth of patients were switched from IV to PO antibiotics in the UAE, there were clear opportunities for further optimization of health care resource use. Over half of UAE patients hospitalized for MRSA complicated skin and soft tissue infections could be eligible for ES, with one-third eligible for ED opportunities, resulting in substantial potential for reductions in IV days and bed days.

20.
Clin Ther ; 24(5): 818-34, 2002 May.
Artigo em Inglês | MEDLINE | ID: mdl-12075949

RESUMO

BACKGROUND: Staphylococcus (Staph) and Streptococcus (Strep) infections are important causes of morbidity and mortality worldwide. The economic burden of these infections is also significant, especially among hospitalized patients. OBJECTIVE: The aim of this study was to estimate length of hospital stay (LOS) and total payments for hospital admissions for patients with Staph or Strep infection as a first (primary) or second or higher (comorbid) diagnosis. METHODS: From the 1994-1997 MarketScan inpatient database, admissions with Staph (n = 2,042) or Strep (n = 1,401) infection (905 as primary and 2,538 as comorbid diagnosis) and 89,899 control admissions without a diagnosis of gram-positive infection were identified. Crude and category-specific mean LOS and anti-log mean total payments were compared between admissions with Staph or Strep infection and admissions without a diagnosis of any gram-positive infection within major diagnostic categories and principal surgical procedures (SPs). RESULTS: For admissions with Staph or Strep infection as first (primary) diagnosis (n = 905), the mean LOS was 4.68 days (95% CI, 4.44-4.93) and 4.78 days (95% CI, 4.35-5.26), respectively. The mean total payments were $6,445 (95% CI, $6,045-$6,870) and $6,821 (95% CI, $6,149-$7,566), respectively. In contrast, the average LOS and total payment for the control group were 2.99 days (95% CI, 2.98-3.01) and $6,325 (95% CI, $6,284-$6,365). For admissions with infection as the comorbid diagnosis (n = 2,538), mean LOS and total payment were 4 days longer and $6,000 higher for Staph infections and 1.2 days longer and $1,200 higher for Strep infections than the control group. Within each SP, LOS and total payments were substantially higher for patients with Staph and Strep infections. CONCLUSIONS: The results of this study indicate that infections with the pathogens Staph and Strep substantially increase LOS and total payments among hospitalized patients.


Assuntos
Hospitalização/economia , Tempo de Internação/economia , Infecções Estafilocócicas/economia , Infecções Estreptocócicas/economia , Adolescente , Adulto , Idoso , Criança , Comorbidade , Grupos Diagnósticos Relacionados/economia , Feminino , Humanos , Seguro de Hospitalização/economia , Masculino , Pessoa de Meia-Idade
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