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1.
Clin Respir J ; 17(12): 1209-1222, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37804160

RESUMO

BACKGROUND: Oral selexipag, a prostacyclin pathway agent (PPA), is effective in patients with pulmonary arterial hypertension (PAH). The objective of this study is to assess the impact of initiating oral selexipag within 12 months of diagnosis on health outcomes. METHODS: This retrospective cohort study used data from Optum's de-identified Clinformatics® Data Mart Database. PAH patients between 1 October 2015 and 30 September 2019 were included. Patients were also required to have received PAH medication within 12 months of their initial diagnosis. Study groups included patients who initiated selexipag within 12 months of PAH diagnosis (SEL ≤ 12) and those who did not initiate any PPA within 12 months of PAH diagnosis (No PPA ≤ 12). Inverse probability of treatment weighting was used to remove potential confounding between groups. Cox and Poisson regression models were used to compare hospitalization and disease progression. Generalized linear model with gamma distribution and log link was used to compare costs. RESULTS: SEL ≤ 12 had lower rate of all-cause hospitalizations (rate ratio: 0.76, 95% confidence interval [CI]: 0.60, 0.96) versus no PPA ≤ 12, but no differences in PAH-related hospitalization rate (rate ratio: 1.03, 95% CI: 0.79, 1.33) or risk of disease progression (hazard ratio: 1.01, 95% CI: 0.71, 1.44). SEL ≤ 12 incurred lower all-cause (mean difference: -$23 623; 95% CI: -35 537, -8512) and PAH-related total medical costs (mean difference: -$12 927; 95% CI: -19 559, -5679) versus no PPA ≤ 12. CONCLUSION: Selexipag initiation within 12 months of PAH diagnosis demonstrated reductions in all-cause hospitalization rate and medical costs.


Assuntos
Hipertensão Pulmonar , Hipertensão Arterial Pulmonar , Humanos , Hipertensão Arterial Pulmonar/diagnóstico , Hipertensão Arterial Pulmonar/tratamento farmacológico , Hipertensão Pulmonar/diagnóstico , Hipertensão Pulmonar/tratamento farmacológico , Hipertensão Pulmonar/metabolismo , Anti-Hipertensivos/uso terapêutico , Estudos Retrospectivos , Hipertensão Pulmonar Primária Familiar , Hospitalização , Progressão da Doença
2.
J Med Econ ; 26(1): 1349-1355, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37800591

RESUMO

AIMS: Pulmonary arterial hypertension (PAH) is a rare, progressive, and ultimately fatal form of the broader condition pulmonary hypertension. ESC/ERS guidelines recommend therapy targeting the prostacyclin pathway for patients not achieving low-risk mortality status. Currently, only oral selexipag (OS) and oral treprostinil (OT) have this mechanism of action and are available in the United States (US). A recent database analysis has shown significantly lower hospitalization risk for patients treated with OS versus OT. Nevertheless, differences in hospitalization and treatment costs among PAH patients taking oral prostacyclin pathway agents (PPAs) in the US healthcare system remain unclear. This study aims to estimate the difference in costs for patients who achieve a stable maintenance dose from a US payer perspective. MATERIALS AND METHODS: We developed a cost calculator including direct medical costs from the US third-party payer perspective to estimate PAH-related hospitalizations and costs associated with oral PPA use over 2 years, in a hypothetical US payer plan with 1 million members. The treatment-eligible population was estimated from real-world epidemiological data. Treatment-specific hospitalizations were estimated from a study using the Optum Clinformatics administrative claims database. Influence of each model parameter was tested in one-way sensitivity analyses (OWSA), while scenario analysis tested the impact of key assumptions. RESULTS: For 78 PAH patients included in the model, the base case scenario estimated total costs of $46,736,768 with 98 PAH-related admissions for OS, and total costs of $60,113,620 and 161 PAH-related admissions over 2 years for OT. Using OS was associated with 22.3% cost reduction and 39.1% hospitalizations averted; the number of patients needed treated with selexipag to avoid one hospital admission was 1.23. OWSA indicated medication cost was the most sensitive parameter, followed by population parameters. LIMITATIONS AND CONCLUSIONS: OS use over 2 years would result in lower total, drug, and hospitalization-related costs compared with OT, thus providing financial savings for payers.


Assuntos
Hipertensão Arterial Pulmonar , Humanos , Estados Unidos , Hipertensão Arterial Pulmonar/tratamento farmacológico , Anti-Hipertensivos , Hospitalização , Prostaglandinas I , Administração Oral
3.
Pulm Circ ; 13(2): e12218, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37051491

RESUMO

Pulmonary arterial hypertension (PAH) is commonly associated with connective tissue disorders (CTDs). This study provides a contemporary assessment of the economic burden of CTD + PAH and PAH in the United States. Eligible adult patients identified from Optum's deidentified Clinformatics® Data Mart Database (10/01/2015-09/30/2021) were classified into mutually exclusive cohorts based on recorded diagnoses: (1) CTD + PAH, (2) PAH, (3) CTD, (4) control without CTD/PAH. The index date was a randomly selected diagnosis date for PAH (CTD + PAH, PAH cohorts) or CTD (CTD cohort), or a random date (control cohort). Entropy balancing was used to balance characteristics across cohorts. Healthcare costs and healthcare resource utilization (HRU) per patient per month (PPPM) were assessed for ≤12 months postindex and compared among balanced cohorts. A total of 552,900 patients were included (CTD + PAH: n = 1876; PAH: n = 8177; CTD: n = 209,156; control: n = 333,691). Average total all-cause costs were higher for CTD + PAH than PAH cohort ($16,854 vs. $15,686 PPPM; p = 0.02); both cohorts incurred higher costs than CTD and control cohorts ($4476 and $2170 PPPM; all p < 0.001). Average HRU PPPM was similar between CTD + PAH and PAH cohorts (inpatient stay: 0.15 vs. 0.15, outpatient visits: 4.23 vs. 4.11; all p > 0.05), while CTD and control cohorts incurred less HRU (inpatient stay: 0.07 and 0.03, outpatient visits: 2.67 and 1.69; all p < 0.001). CTD + PAH and PAH are associated with a substantial economic burden. The incremental burden attributable to PAH versus the general population and patients with CTD without PAH highlights significant unmet needs among PAH patients.

4.
Adv Ther ; 40(5): 2481-2492, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-37024760

RESUMO

INTRODUCTION: US claims-based analyses emphasize the substantial hospitalization burden of patients with pulmonary arterial hypertension (PAH) and the significant need for improved monitoring and more timely interventions. A claims-based predictive model may be useful to assist healthcare providers and payers in identifying patients with PAH at increased hospitalization risk. To address this aim, we constructed statistical models using baseline patient variables available in administrative healthcare claims to predict patients' risk for all-cause and PH-related hospitalization within 1 year of initiating ≥ 1 PAH indicated medication. METHODS: Adult patients with PAH who newly initiated ≥ 1 PAH indicated medication were selected from the MarketScan Commercial and Medicare Supplemental databases (January 1, 2009-January 31, 2019). Cox regression models were built with a randomly selected training set and evaluated using a validation set of remaining patients. Predictive variables for the models were selected in three steps: clinical knowledge, univariate analysis, and backward stepwise selection. RESULTS: Within 1 year of initiating ≥ 1 PAH indicated medication, 1502/3872 (38.8%) had an all-cause hospitalization and 950/3872 (24.5%) had a pulmonary hypertension (PH)-related hospitalization. Predictive risk factors for all-cause hospitalization were Quan-Charlson Comorbidity Index (CCI) score 2-3 [hazard ratio (HR) 1.229; P = 0.038] and ≥ 4 (HR 1.531; P < 0.001), claims-based frailty index (CFI) score > 1 (highest frailty level; HR 1.301; P = 0.018), hemoptysis (HR 1.254; P = 0.016), malaise/fatigue (HR 1.150; P = 0.037), history of PH-related hospitalization (HR 1.171; P = 0.011), non-PH-related ER visit (HR 1.713; P = 0.014), and higher non-PH-related outpatient visit cost (HR 1.069; P < 0.001). Predictive risk factors for PH-related hospitalization were female sex (HR 1.264; P = 0.004), Quan-CCI score ≥ 4 (HR 1.408; P = 0.008), portal hypertension (HR 1.565; P = 0.019), CFI score > 1 (HR 1.522; P = 0.002), dyspnea (HR 1.259; P = 0.023), and history of PH-related hospitalization (HR 1.273; P = 0.002). CONCLUSIONS: The US claims-based predictive models showed acceptable performance to predict 1-year hospitalization among patients with PAH.


Assuntos
Fragilidade , Hipertensão Pulmonar , Hipertensão Arterial Pulmonar , Idoso , Adulto , Humanos , Feminino , Estados Unidos/epidemiologia , Masculino , Medicare , Hospitalização , Hipertensão Pulmonar/complicações , Hipertensão Pulmonar/tratamento farmacológico , Estudos Retrospectivos
5.
J Med Econ ; 26(1): 644-655, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37086091

RESUMO

BACKGROUND: Pulmonary arterial hypertension (PAH), a rare vasculopathy progressively leading to right heart failure and death, is associated with considerable economic burden. Oral prostacyclin pathway agents (PPAs) like selexipag and treprostinil address an underlying PAH pathway, yet are often under-utilized. Data on head-to-head cost comparison of various PPAs is lacking. METHODS: In this retrospective study using a large health claims database, we compared the per-patient-per-year (PPPY) costs and healthcare resource utilization (HRU) among PAH patients taking either oral selexipag, inhaled treprostinil or oral treprostinil in the United States between July 2015 and March 2020. Patients with ≥1 prescription for one of the drugs of interest, ≥1 in-patient pulmonary hypertension (PH) diagnosis, or ≥ 2 outpatient PH diagnoses were included in this study. Baseline differences between the three groups were adjusted using an inverse probability of treatment weighting approach. 411 patients were selected for the final study cohorts. RESULTS: All-cause hospitalization costs were highest for oral treprostinil ($39,983) compared to oral selexipag ($20,635) and inhaled treprostinil ($16,548; p = .037). Total PAH-related medical costs were 40% lower for patients on oral selexipag compared to patients on oral and inhaled treprostinil ($24,351 vs. $40,398 and $40,339, respectively; p = .006). PAH-related outpatient visits were lowest for patients on oral selexipag (14 PPPY visits) compared to oral treprostinil (16 PPPY visits) and inhaled treprostinil (22 PPPY visits; p = .001). CONCLUSIONS: Compared to oral and inhaled treprostinil, oral selexipag may incur lower medical costs and reduce PAH related outpatient visits for patients with PAH.


Assuntos
Hipertensão Pulmonar , Hipertensão Arterial Pulmonar , Humanos , Hipertensão Arterial Pulmonar/tratamento farmacológico , Hipertensão Arterial Pulmonar/induzido quimicamente , Anti-Hipertensivos/uso terapêutico , Estudos Retrospectivos , Hipertensão Pulmonar/tratamento farmacológico , Aceitação pelo Paciente de Cuidados de Saúde , Custos e Análise de Custo
6.
J Manag Care Spec Pharm ; 28(6): 608-616, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35621726

RESUMO

BACKGROUND: Pulmonary arterial hypertension (PAH) is a rare, progressive, and fatal disease associated with considerable overall clinical and economic burden. Although the direct health care costs of PAH have been well described, there are few data regarding indirect costs and productivity loss associated with PAH. Patient data were assessed until the earliest of death, end of full-time employment, end of continuous enrollment, or end of study period. OBJECTIVES: To update data on the direct burden and address the knowledge gap regarding the indirect burden associated with PAH. METHODS: This is a retrospective case-control study with prevalent and incident patients with PAH aged 18-64 years identified from the MarketScan Commercial and Health and Productivity management datasets during the identification period (January 1, 2016, to November 30, 2018). Patients were required to have continuous enrollment for 12 months or longer from the baseline period and 1 month or longer from the follow-up (post-index) period. Among patients with PAH (cases), the first observed PAH diagnosis claim date during the identification period was the index date. Patients without PAH (controls) were selected and assigned a random index date during the same period. Controls were matched 1:1 by age, sex, and region to prevalent and incident PAH cases. Per patient per month (PPPM), all-cause health care resource utilization, costs, and short-term disability (STD) were examined for cases and controls during the follow-up period. Multivariable analysis was performed using the generalized linear model to determine the adjusted direct and indirect health care utilization and costs. RESULTS: A total of 1,293 prevalent and 455 incident patients with PAH were identified. During the follow-up period, prevalent patients with PAH had significantly higher total mean all-cause health care costs ($9,915 vs $359, P < 0.0001) and inpatient length of stay (0.63 vs 0.02 days, P < 0.0001) PPPM as compared with controls. Prevalent patients with PAH had significantly longer STD (6.0 vs 1.5 days, P < 0.0001) and higher STD-related costs ($1,226 vs $277, P < 0.0001) PPPM as compared with controls. Incident patients with PAH had significantly higher total mean all-cause health care costs ($9,353 vs $336, P < 0.0001) and inpatient length of stay (0.92 vs 0.01 days, P < 0.0001) PPPM as compared with controls. Incident patients with PAH also had longer STD (8.1 vs 1.5 days, P < 0.0001) and higher STD-related costs ($1,706 vs $263, P < 0.0001), as compared with controls. CONCLUSIONS: This study showed that incident and prevalent patients with PAH had significantly higher direct and indirect health care resource utilization and costs as well as productivity loss compared with patients without PAH. DISCLOSURES: Ms Ogbomo and Mr Mallampati were paid employees of STATinMED Research at the time of study completion; STATinMED Research is a paid consultant to Janssen Scientific Affairs, LLC. Drs Tsang and Panjabi are employees of Janssen Scientific Affairs LLC, a subsidiary of Johnson and Johnson, the study sponsor.


Assuntos
Hipertensão Arterial Pulmonar , Infecções Sexualmente Transmissíveis , Estudos de Casos e Controles , Atenção à Saúde , Custos de Cuidados de Saúde , Humanos , Estudos Retrospectivos , Estados Unidos/epidemiologia
7.
Curr Med Res Opin ; 38(6): 1019-1030, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35243952

RESUMO

OBJECTIVE: This study aimed to develop and validate a predictive algorithm for unsatisfactory response to initial pulmonary arterial hypertension (PAH) therapy using health insurance claims. METHODS: Adult patients with PAH initiated on a first PAH therapy (index date) were identified from Optum's de-identified Clinformatics Data Mart Database (1/1/2010-12/31/2019). A random survival forest algorithm was developed using patient-month data and predicted the "survival function" (i.e. risk of not having unsatisfactory response) over time. For each patient-month observation, risk factors were assessed in the 12 months prior. Unsatisfactory response was defined as the first instance of (1) new PAH therapy, (2) PAH-related hospitalization or emergency room visit, (3) lung transplant or atrial septostomy, (4) PAH-related death or (5) chronic oxygen therapy initiation. To facilitate use in clinical practice, a simplified risk score was also developed based on a linear combination of the most important risk factors identified in the algorithm. RESULTS: In total, 4781 patients were included (median age = 69.0 years; 58.6% female). Over a median follow-up of 14.0 months, 3169 (66.3%) had an unsatisfactory response. The most important risk factors included in the algorithm were healthcare resource use (i.e. PAH-related outpatient visits, pulmonologist visits, cardiologist visits, all-cause hospitalizations), time since first PAH diagnosis, time since index date, Charlson Comorbidity Index, dyspnea, and age. Predictive accuracy was good for the full algorithm (C-statistic: 0.732) but was slightly lower for the simplified risk score (C-statistic: 0.668). CONCLUSION: The present claims-based algorithm performed well in predicting time to unsatisfactory response following initial PAH therapy.


Assuntos
Hipertensão Pulmonar , Hipertensão Arterial Pulmonar , Adulto , Idoso , Algoritmos , Hipertensão Pulmonar Primária Familiar , Feminino , Humanos , Hipertensão Pulmonar/tratamento farmacológico , Hipertensão Pulmonar/terapia , Seguro Saúde , Masculino , Hipertensão Arterial Pulmonar/terapia , Estudos Retrospectivos
8.
Pulm Circ ; 10(1): 2045894019880086, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32274010

RESUMO

Adherence to therapy for pulmonary arterial hypertension is essential to optimize patient outcomes, but data on real-world adherence to different pulmonary arterial hypertension drug classes are limited. This retrospective database analysis evaluated relationships between adherence, hospitalization, and healthcare costs in pulmonary arterial hypertension patients treated with endothelin receptor antagonists or phosphodiesterase type-5 inhibitors. From the IQVIA Adjudicated Health Plan Database, patients with pulmonary arterial hypertension were identified based on diagnostic codes and prescriptions for endothelin receptor antagonists (ambrisentan, bosentan, macitentan) or phosphodiesterase type-5 inhibitors (sildenafil, tadalafil) approved for pulmonary arterial hypertension. Patients were assigned to the class of their most recently initiated (index) pulmonary arterial hypertension therapy between 1 January 2009 and 30 June 2015. Medication adherence was measured by proportion of days covered; patients with proportion of days covered ≥80% were considered adherent. The proportion of adherent patients was higher for endothelin receptor antagonists (571/755; 75.6%) than for phosphodiesterase type-5 inhibitors (970/1578; 61.5%; P < 0.0001). In both groups, hospitalizations declined as proportion of days covered increased. Among adherent patients, those on endothelin receptor antagonists had a significantly lower hospitalization rate than those on phosphodiesterase type-5 inhibitors (23.1% versus 28.5%, P = 0. 0218), fewer hospitalizations (mean (standard deviation) 0.4 (0.8) versus 0.5 (0.9); P = 0.02), and mean hospitalization costs during the six-month post-index ($9510 versus $15,726, P = 0.0318). Increasing adherence reduced hospitalization risk more for endothelin receptor antagonists than for phosphodiesterase type-5 inhibitors (hazard ratio 0.176 versus 0.549, P = 0.001). Rates and numbers of rehospitalizations within 30 days post-discharge were similar between groups. Mean total costs were higher with endothelin receptor antagonists than phosphodiesterase type-5 inhibitors in all patients ($91,328 versus $72,401, P = 0.0003) and in adherent patients ($88,867 versus $56,300, P < 0.0001), driven by higher drug costs.

9.
Ther Adv Respir Dis ; 13: 1753466619843774, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30983530

RESUMO

INTRODUCTION: Since its introduction to the market in 2016, selexipag has been an alternative oral therapy among both treatment-naïve patients and those with mono or dual therapy failure; however, limited information is available regarding the presentation and management of patients with pulmonary arterial hypertension (PAH) prior to selexipag initiation. This study examined treatment patterns, healthcare utilization, and costs in the 12 months prior to and the 6 months following selexipag initiation. METHODS: This was a retrospective study of adult commercial and Medicare Advantage with Part D (MAPD) health plan members with a medical or pharmacy claim for selexipag from 1 January 2016 through 31 May 2017, a diagnosis of pulmonary hypertension, and continuous health plan enrollment for 12 months prior to selexipag initiation (baseline period). Treatment patterns, healthcare utilization, and costs were measured over the baseline period and the 6 months following selexipag initiation (among patients with ⩾6 months of follow up). RESULTS: After inclusion and exclusion criteria were applied, 95 patients were included in the analysis. At study start, 57.9% of patients were prescribed combination therapy, increasing to 69.5% immediately prior to selexipag initiation. Approximately 60% of patients had one baseline regimen. Emergency visits and inpatient admissions during the baseline period occurred in 63.2% and 48.4% of patients, respectively. Baseline medical costs rose steadily, increasing 266.8% in commercial and 26.7% in MAPD enrollees from the beginning to the end of the 12-month baseline period. PAH-related healthcare costs accounted for more than 80% of total costs. Mean medical costs in the 6 months following selexipag initiation were US$17,215 in commercial and US$23,976 in MAPD enrollees. CONCLUSIONS: The majority of patients with PAH remained on the same therapy in the 12 months prior to selexipag initiation despite high rates of healthcare utilization and increasing costs. Mean medical costs appeared to decrease after adding or switching to selexipag.


Assuntos
Acetamidas/uso terapêutico , Anti-Hipertensivos/uso terapêutico , Custos de Cuidados de Saúde/estatística & dados numéricos , Hipertensão Pulmonar/tratamento farmacológico , Pirazinas/uso terapêutico , Acetamidas/economia , Idoso , Anti-Hipertensivos/economia , Serviço Hospitalar de Emergência/estatística & dados numéricos , Feminino , Seguimentos , Hospitalização/estatística & dados numéricos , Humanos , Hipertensão Pulmonar/economia , Masculino , Medicare Part C , Medicare Part D , Pessoa de Meia-Idade , Pirazinas/economia , Estudos Retrospectivos , Fatores de Tempo , Estados Unidos
10.
Pulm Circ ; 9(1): 2045894018816294, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30421652

RESUMO

Several new medications for pulmonary arterial hypertension (PAH) have recently been introduced; however, current real-world data regarding US patients with PAH are limited. We conducted a retrospective administrative claims study to examine PAH treatment patterns and summarize healthcare utilization and costs among patients with newly diagnosed PAH treated in US clinical practice. Patients newly treated for PAH from 1 January 2010 to 31 March 2015 were followed for ≥12 months. Patient characteristics, treatment patterns, healthcare resource utilization, and costs were described. Adherence (proportion of days covered), persistence (months until therapy discontinuation/modification), and the probability of continuing the index regimen were analyzed by index regimen cohort (monotherapy versus combination therapy). Of 1637 eligible patients, 93.8% initiated treatment with monotherapy and 6.2% with combination therapy. The most common index regimen was phosphodiesterase type 5 inhibitor (PDE-5I) monotherapy (70.0% of patients). A total of 581 patients (35.5%) modified their index regimen during the study. Most patients (55.4%) who began combination therapy did so on or within six months of the index date. Endothelin receptor agonists (ERAs) and combination therapies were associated with higher adherence than PDE-5Is and monotherapies, respectively. Healthcare utilization was substantial across the study population, with costs in the combination therapy cohort more than doubling from baseline to follow-up. The majority of patients were treated with monotherapies (most often, PDE-5Is), despite combination therapies and ERAs being associated with higher medication adherence. Index regimen adjustments occurred early and in a substantial proportion of patients, suggesting that inadequate clinical response to monotherapies may not be uncommon.

11.
J Dermatolog Treat ; 29(8): 747-753, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-29733229

RESUMO

PURPOSE: To evaluate health care utilization, treatment patterns and costs among patients with mycosis fungoides-cutaneous T-cell lymphoma (MF-CTCL). METHODS: This retrospective cohort study queried the HealthCore Integrated Research Database to identify patients ≥18 years with ≥2 diagnoses of MF-CTCL (ICD-9-CM code 202.1x, 202.2x) between 07 January 2006 and 07 January 2013. Index date was defined as first MF-CTCL diagnosis. Patients were continuously enrolled ≥6 months before and ≥12 months after index date. Severe MF-CTCL was identified via systemic therapy use postindex. Generalized linear model (GLM) was used to estimate the relationship between MF-CTCL severity and healthcare costs controlling for selected factors. RESULTS: A total of 1981 MF-CTCL patients were evaluated: 493 (24.9%) severe and 1488 (75.1%) with mild to moderate disease. GLM analysis indicated severe MF-CTCL patients incurred higher all-cause healthcare total costs compared to patients with mild-to-moderate MF-CTCL (coefficient estimate: 4.19, p < .0001). About 51% of patients did not receive any MF-CTCL-specific treatment within 60 days after MF-CTCL diagnosis. CONCLUSIONS: MF-CTCL severity was associated with greater healthcare resource utilization and costs. These findings suggest that about half of MF-CTCL patients do not receive MF-CTCL-specific treatment within 60 days following initial diagnosis. Future studies are needed to understand reasons for delayed treatment initiation.


Assuntos
Linfoma Cutâneo de Células T/economia , Micose Fungoide/economia , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Neoplasias Cutâneas/economia , Adulto , Idoso , Feminino , Humanos , Masculino , Programas de Assistência Gerenciada/estatística & dados numéricos , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos
13.
ACS Appl Mater Interfaces ; 10(4): 3986-3993, 2018 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-29303248

RESUMO

Flexible and sensitive sensors that can detect external stimuli such as pressure, temperature, and strain are essential components for applications in health diagnosis and artificial intelligence. Multifunctional sensors with the capabilities of sensing pressure and temperature simultaneously are highly desirable for health monitoring. Here, we have successfully fabricated a flexible and simply structured bimodal sensor based on metal-organic frameworks (MOFs) derived porous carbon (PC) and polydimethylsiloxane (PDMS) composite. Attributed to the porous structure of PC/PDMS composite, the fabricated sensor exhibits high sensitivity (15.63 kPa-1), fast response time (<65 ms), and high durability (∼2000 cycles) for pressure sensing. Additionally, its application in detecting human motions such as subtle wrist pulses in real time has been demonstrated. Furthermore, the as-prepared device based on the PC/PDMS composite exhibits a good sensitivity (>0.11 °C-1) and fast response time (∼100 ms), indicating its potential application in sensing temperature. All of these capabilities indicate its great potential in the applications of health monitoring and artificial skin for artificial intelligence system.


Assuntos
Carbono/química , Humanos , Estruturas Metalorgânicas , Porosidade , Pressão , Temperatura
14.
J Med Econ ; 20(11): 1178-1186, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28762848

RESUMO

BACKGROUND AND AIMS: Pulmonary arterial hypertension (PAH) is a rare medical disease in which patients experience increased pulmonary vascular resistance (PVR) and pulmonary arterial pressure that can result in remodeling of the pulmonary vasculature and heart, and eventually lead to right heart failure and death. As PAH progresses, patients become unable to perform even routine daily tasks without severe shortness of breath (dyspnea), fatigue, dizziness, and fainting (syncope). Treatment strategies largely depend on assessment of an individual patient's WHO Functional Class. The aim of the present study was to determine whether PAH functional decline, as described by the WHO Functional class (FC), is associated with increased healthcare costs for patients. METHODS: Patients with a prescription for a FDA-approved treatment for PAH and a medical claim indicating chronic pulmonary heart disease or right heart catheterization were identified from an administrative claims database. Provider-reported data from prior authorization forms required for advanced PAH therapies and medical charts were examined for reported FC. Healthcare resource utilization and costs were the primary outcomes of interest. Costs were accounted in 2014 US dollars ($) from a healthcare payer perspective. RESULTS: Patients with a reported FC-IV were observed to have the worst outcomes; averaging significantly more inpatient admissions, longer average lengths of stay, and more emergency department visits than the other FC sub-groups, resulting in higher medical costs. CONCLUSIONS: Using administrative data to document disease severity, this study replicates and expands on findings obtained from the registry study; disease severity was associated with higher healthcare resource utilization and costs. Stakeholders' implications for patient management are discussed.


Assuntos
Gastos em Saúde/estatística & dados numéricos , Recursos em Saúde/economia , Recursos em Saúde/estatística & dados numéricos , Hipertensão Pulmonar/economia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Feminino , Humanos , Hipertensão Pulmonar/fisiopatologia , Revisão da Utilização de Seguros , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Índice de Gravidade de Doença , Fatores Socioeconômicos , Adulto Jovem
15.
J Rheumatol ; 43(1): 88-96, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26628601

RESUMO

OBJECTIVE: Direct costs of ankylosing spondylitis (AS) and psoriatic arthritis (PsA) have not been well characterized in the United States. This study assessed healthcare resource use and direct cost of AS and PsA, and identified predictors of all-cause medical and pharmacy costs. METHODS: Adults aged ≥ 18 with a diagnosis of AS and PsA were identified in the MarketScan databases between October 1, 2011, and September 30, 2012. Patients were continuously enrolled with medical and pharmacy benefits for 12 months before and after the index date (first diagnosis). Baseline demographics and comorbidities were identified. Direct costs included hospitalizations, emergency room and office visits, and pharmacy costs. Multivariable regression was used to determine whether baseline covariates were associated with direct costs. RESULTS: Patients with AS were younger and mostly men compared with patients with PsA. Hypertension and hyperlipidemia were the most common comorbidities in both cohorts. A higher percentage of patients with PsA used biologics and nonbiologic disease-modifying drugs (61.1% and 52.4%, respectively) compared with patients with AS (52.5% and 21.8%, respectively). Office visits were the most commonly used resource by patients with AS and PsA (∼11 visits). Annual direct medical costs [all US dollars, mean (SD)] for patients with AS and PsA were $6514 ($32,982) and $5108 ($22,258), respectively. Prescription drug costs were higher for patients with PsA [$14,174 ($15,821)] compared with patients with AS [$11,214 ($14,249)]. Multivariable regression analysis showed higher all-cause direct costs were associated with biologic use, age, and increased comorbidities in patients with AS or PsA (all p < 0.05). CONCLUSION: Biologic use, age, and comorbidities were major determinants of all-cause direct costs in patients with AS and PsA.


Assuntos
Artrite Psoriásica/economia , Produtos Biológicos/economia , Custos Diretos de Serviços , Custos de Medicamentos , Espondilite Anquilosante/economia , Adulto , Idoso , Artrite Psoriásica/diagnóstico , Artrite Psoriásica/tratamento farmacológico , Produtos Biológicos/uso terapêutico , Estudos de Coortes , Feminino , Custos de Cuidados de Saúde , Recursos em Saúde/economia , Hospitalização/economia , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Espondilite Anquilosante/diagnóstico , Espondilite Anquilosante/tratamento farmacológico , Estados Unidos , Adulto Jovem
16.
Am J Geriatr Psychiatry ; 23(6): 607-14, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25154547

RESUMO

OBJECTIVE: Sequelae of traumatic brain injury (TBI) include depression, which could exacerbate the poorer cognitive and functional recovery experienced by older adults. The objective of this study was to estimate incidence rates of depression after hospital discharge for TBI among Medicare beneficiaries aged at least 65 years, quantify the increase in risk of depression after TBI, and evaluate risk factors for incident depression post-TBI. METHODS: Using a retrospective analysis, the authors studied Medicare beneficiaries at least 65 years old hospitalized for TBI during 2006 to 2010 who survived to hospital discharge and had no documented diagnosis of depression before the study period (N = 67,347). RESULTS: The annualized incidence rate of depression per 1,000 beneficiaries was 62.8 (95% confidence interval [CI]: 61.6, 64.1) pre-TBI and 123.9 (95% CI: 121.6, 126.2) post-TBI. Annualized incidence rates were highest immediately after hospital discharge and declined over the 12 months post-TBI. TBI increased the risk of incident depression in men (hazard ratio: 1.95; 95% CI: 1.84, 2.06; Wald χ(2) = 511.4, df = 1, p <0.001) and in women (hazard ratio: 1.69; 95% CI: 1.62, 1.77; Wald χ(2) = 589.3, df = 1, p <0.001). The strongest predictor of depression post-TBI for both men and women was discharge to a skilled nursing facility (men: odds ratio, 1.91; 95% CI, 1.77, 2.06; Wald χ(2) = 277.1, df = 1, p <0.001; women: odds ratio, 1.72; 95% CI, 1.63, 1.83; Wald χ(2) = 324.2, df = 1, p <0.001). CONCLUSION: TBI significantly increased the risk of depression among older adults, especially among men and those discharged to a skilled nursing facility. Results from this study will help increase awareness of the risk of depression post-TBI among older adults.


Assuntos
Lesões Encefálicas/epidemiologia , Depressão/epidemiologia , Alta do Paciente/estatística & dados numéricos , Instituições de Cuidados Especializados de Enfermagem/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Lesões Encefálicas/complicações , Depressão/etiologia , Feminino , Humanos , Masculino , Medicare/estatística & dados numéricos , Fatores de Risco , Fatores Sexuais , Estados Unidos/epidemiologia
17.
J Neurotrauma ; 32(16): 1223-9, 2015 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-25526613

RESUMO

There are no clinical guidelines addressing the management of depression after traumatic brain injury (TBI). The objectives of this study were to (1) describe depression treatment patterns among Medicare beneficiaries with a diagnosis of depression post-TBI; (2) compare them with depression treatment patterns among beneficiaries with a diagnosis of depression pre-TBI; and (3) quantify the difference in prevalence of use. We conducted a retrospective analysis of Medicare beneficiaries hospitalized with TBI during 2006-2010. We created two cohorts: beneficiaries with a new diagnosis of depression pre-TBI (n=4841) and beneficiaries with a new diagnosis of depression post-TBI (n=4668). We searched for antidepressant medications in Medicare Part D drug event files and created variables indicating antidepressant use in each 30-day period after diagnosis of depression. We used provider specialty and current procedural terminology to identify psychotherapy in any location. We used generalized estimating equations to quantify the effect of TBI on receipt of depression treatment during the year after diagnosis of depression. Average monthly prevalence of antidepressant use was 42% among beneficiaries with a diagnosis of depression pre-TBI and 36% among those with a diagnosis post-TBI (p<0.001). Beneficiaries with a diagnosis of depression post-TBI were less likely to receive antidepressants compared with a depression diagnosis pre-TBI (adjusted odds ratio [OR] 0.87; 95% confidence interval [CI] 0.82, 0.92). There was no difference in receipt of psychotherapy between the two groups (OR 1.08; 95% CI 0.93, 1.26). Depression after TBI is undertreated among older adults. Knowledge about reasons for this disparity and its long-term effects on post-TBI outcomes is limited and should be examined in future work.


Assuntos
Antidepressivos/uso terapêutico , Lesões Encefálicas , Depressão , Transtorno Depressivo , Medicare/estatística & dados numéricos , Psicoterapia/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Lesões Encefálicas/complicações , Lesões Encefálicas/epidemiologia , Depressão/epidemiologia , Depressão/etiologia , Depressão/terapia , Transtorno Depressivo/epidemiologia , Transtorno Depressivo/etiologia , Transtorno Depressivo/terapia , Feminino , Humanos , Masculino , Medicare Part D/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos/epidemiologia
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