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1.
Qual Life Res ; 30(6): 1629-1640, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33550540

RESUMEN

PURPOSE: Five quality of life (QoL) domains are particularly important to patients with type 2 diabetes (T2D) using basal insulin-sense of physical well-being, sense of safety regarding hypoglycemia, sense of diabetes as burdensome, feelings of freedom and flexibility, and sleep quality. METHODS: An online survey assessed these QoL domains in adult patients with T2D in the USA who had switched from a previous basal insulin to insulin degludec (IDeg): modified versions of the World Health Organization (Five) Well-Being Index (WHO-5), Hypoglycemia Attitudes and Behavior Scale (HABS; confidence and anxiety subscales only), and Diabetes Distress Scale (DDS; emotional burden and regimen-related distress subscales only); three items assessing feelings of freedom and flexibility; and one item assessing sleep quality (hours of restful sleep). Patients rated each item for their previous basal insulin and currently while using IDeg. Correlations between sleep quality and the other QoL scales were also assessed. RESULTS: In total, 152 patients completed the survey and were included in the study sample. Patients reported significantly improved scores while using IDeg on all WHO-5, DDS, HABS, feelings of freedom and flexibility item scores, and total raw/mean subscale scores (P < 0.0001). Patients also reported a significantly greater number of hours of restful sleep [mean (SD) 6.6 (2.0) vs. 5.5 (1.8); P < 0.0001]. Better sleep quality statistically significantly correlated with improved QoL in all other domains assessed. CONCLUSIONS: Treatment with IDeg after switching from a previous basal insulin was associated with statistically significant improvements in all QoL domains assessed.


Asunto(s)
Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/psicología , Hipoglucemiantes/uso terapéutico , Insulina de Acción Prolongada/uso terapéutico , Calidad de Vida/psicología , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Humanos , Hipoglucemia/tratamiento farmacológico , Hipoglucemia/psicología , Masculino , Persona de Mediana Edad , Psicometría/métodos , Adulto Joven
2.
J Manag Care Spec Pharm ; : 1-17, 2024 Sep 27.
Artículo en Inglés | MEDLINE | ID: mdl-39331041

RESUMEN

BACKGROUND: Metabolic dysfunction-associated steatohepatitis (MASH; formerly nonalcoholic steatohepatitis) is the inflammatory form of metabolic dysfunction-associated steatotic liver disease (formerly nonalcoholic fatty liver disease). MASH is a progressive disease associated with increased risk for many hepatic and extra-hepatic complications such as cirrhosis, hepatocellular carcinoma, the requirement for liver transplantation, and cardiovascular (CV)-related and kidney-related complications. It is important to understand the clinical and economic burden of MASH. OBJECTIVES: To assess and compare the clinical and economic burdens of MASH in adults with the non-MASH population in a real-world setting. METHODS: This observational, retrospective study used the Healthcare Integrated Research Database (HIRD), which contains health care claims data for commercially insured and Medicare Advantage health plan members across the United States. All-cause, CV-related, and liver-related medical costs and health care resource utilization were evaluated in patients with at least 2 diagnoses of MASH during the patient identification period (October 1, 2016, to April 30, 2022) and compared with a non-MASH cohort 1:1 matched on age, Quan Charlson Comorbidity Index, region of residence, and health plan type and length of enrollment. Generalized linear regression with negative binomial and γ distribution models were used to compare health care resource utilization and medical costs, respectively, while controlling for confounders. Covariate-adjusted all-cause, CV-related, and liver-related hospitalization rate ratios and medical cost ratios were assessed and compared for the MASH and matched non-MASH cohorts. RESULTS: A total of 18,549 patients with MASH were compared with 18,549 matched patients in the non-MASH cohort. After adjusting for covariates, MASH was associated with significantly higher rates of hospitalization and higher medical costs compared with the non-MASH cohort. When compared with the non-MASH cohort, patients with MASH had 1.22 (95% CI = 1.15-1.30; P < 0.0001) times higher rates of all-cause hospitalization, 1.13 (95% CI = 1.03-1.24; P = 0.008) times higher rates of CV-related hospitalization, and 7.22 (95% CI = 4.91-10.61; P < 0.0001) times higher rates of liver-related hospitalization. Similarly, all-cause medical costs were 1.26 (95% CI = 1.22-1.30; P < 0.0001) times higher, CV-related medical costs were 1.66 (95% CI = 1.59-1.73; P < 0.0001) times higher, and liver-related medical costs were 7.79 (95% CI = 7.42-8.17; P < 0.0001) times higher among patients with MASH. CONCLUSIONS: Compared with those of the non-MASH cohort with similar age, Quan Charlson Comorbidity Index, health plan, region of residence, and duration of enrollment, patients with MASH had significantly higher all-cause, CV-related, and liver-related hospitalizations and medical costs.

3.
J Med Econ ; 27(1): 919-930, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38953706

RESUMEN

AIMS: This study aimed to assess and compare the health care resource utilization (HCRU) and medical cost of metabolic dysfunction-associated steatohepatitis (MASH) by disease severity based on Fibrosis-4 Index (FIB-4) score among US adults in a real-world setting. MATERIALS AND METHODS: This observational cohort study used claims data from the Healthcare Integrated Research Database (HIRD) to compare all-cause, cardiovascular (CV)-related, and liver-related HCRU, including hospitalization, and medical costs stratified by FIB-4 score among patients with MASH (identified by International Classification of Diseases, Tenth Revision, Clinical Modification [ICD-10-CM] code K75.81). Hospitalization and medical costs were compared by FIB-4 score using generalized linear regression with negative binomial and gamma distribution models, respectively, while controlling for confounders. RESULTS: The cohort included a total of 5,104 patients with MASH and comprised 3,162, 1,343, and 599 patients with low, indeterminate, and high FIB-4 scores, respectively. All-cause hospitalization was significantly higher in the high FIB-4 cohort when compared with the low FIB-4 reference after covariate adjustment (rate ratio, 1.63; 95% CI, 1.32-2.02; p < .0001). CV-related hospitalization was similar across all cohorts; however, CV-related costs were 1.26 times higher (95% CI, 1.11-1.45; p < .001) in the indeterminate cohort and 2.15 times higher (95% CI, 1.77-2.62; p < .0001) in the high FIB-4 cohort when compared with the low FIB-4 cohort. Patients with indeterminate and high FIB-4 scores had 2.97 (95% CI, 1.78-4.95) and 12.08 (95% CI, 7.35-19.88) times the rate of liver-related hospitalization and were 3.68 (95% CI, 3.11-4.34) and 33.73 (95% CI, 27.39-41.55) times more likely to incur liver-related costs, respectively (p < .0001 for all). LIMITATIONS: This claims-based analysis relied on diagnostic coding accuracy, which may not capture the presence of all diseases or all care received. CONCLUSIONS: High and indeterminate FIB-4 scores were associated with significantly higher liver-related clinical and economic burdens than low FIB-4 scores among patients with MASH.


MASH is a serious liver disease that can lead to fibrosis, cirrhosis, and other complications. There is a need to understand the impact of disease severity on the burden of MASH. Health care claims data were used to assess the use of medical resources, including hospitalization, and medical costs among patients with 3 different levels of severity of MASH, as assessed via FIB-4 score. FIB-4 is a widely available non-invasive marker of severity. Rates of all-cause, cardiovascular-related and liver-related hospitalization and medical costs were several-fold higher in patients with high disease severity of MASH than those with low disease severity of MASH.


Asunto(s)
Hospitalización , Revisión de Utilización de Seguros , Índice de Severidad de la Enfermedad , Humanos , Masculino , Femenino , Persona de Mediana Edad , Hospitalización/economía , Hospitalización/estadística & datos numéricos , Adulto , Anciano , Gastos en Salud/estadística & datos numéricos , Estados Unidos , Hígado Graso/economía , Recursos en Salud/estadística & datos numéricos , Recursos en Salud/economía , Estudios Retrospectivos , Enfermedades Cardiovasculares/economía , Comorbilidad , Enfermedades Metabólicas
4.
Diabetes Ther ; 13(11-12): 1861-1874, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36239850

RESUMEN

INTRODUCTION: Liraglutide, a glucagon-like peptide-1 receptor agonist (GLP-1 RA), is effective in patients with type 2 diabetes (T2D), but treatment discontinuation without new T2D therapy initiation may compromise outcomes. METHODS: This retrospective cohort study (July 1, 2012, to December 31, 2019) identified patients ≥ 18 years with T2D in the Optum® Clinformatics® Data Mart who discontinued liraglutide (index date). Patients with continuous enrollment for ≥ 12 months before and after discontinuation (baseline), ≥ 6 months liraglutide coverage pre-index, and no new T2D therapy start during follow-up were included. Changes from baseline in all-cause healthcare resource utilization (HCRU; outpatient visits, emergency room [ER] visits, and hospitalization events), costs, and glycated hemoglobin (HbA1c) over 12 months after discontinuation were evaluated. RESULTS: Overall, 625 of 186,630 patients who discontinued liraglutide during the baseline period (mean [standard deviation (SD)] age, 62.1 [10.1] years) were included in the 12-month analysis. A significant increase in the rate of ER visits (rate ratio [95% confidence interval (CI)]: 1.23 per 100 person-months [1.05, 1.43]; P = 0.0079), hospitalizations (1.36 [1.09, 1.70]; P = 0.0056), and outpatient visits (1.03 [1.01, 1.06]; P = 0.0075) was observed. Total HCRU costs significantly increased after discontinuation ($436.12 per patient per month [$90.07, $782.17]; P = 0.0136), driven by significantly higher outpatient costs ($238.70 [$34.16, $443.25]; P = 0.0223). HbA1c increased significantly by 12 months from mean (SD) 7.37 (1.53) at baseline to 7.63 (1.64; difference: + 0.25 [95% CI 0.14, 0.36]; P < 0.0001). CONCLUSIONS: Patients who discontinued liraglutide showed increases in HCRU; costs, mainly driven by outpatient cost; and HbA1c within 12 months, emphasizing the importance of treatment optimization on clinical and economic outcomes in patients with T2D.


Liraglutide is indicated in patients with type 2 diabetes and elevated cardiovascular risk or established cardiovascular disease. In this study, we observed that adults with type 2 diabetes who discontinued liraglutide showed increases in healthcare resource utilization; costs, which were mainly driven by increases in outpatient visits; and glycated hemoglobin within 12 months. In adults with type 2 diabetes, treatment discontinuation without restarting or initiating a new therapy impacts short-term healthcare resource utilization and economic outcomes, and future work may further investigate the long-term implications of sustained treatment discontinuation.

5.
Curr Med Res Opin ; 38(11): 1831-1840, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36134459

RESUMEN

OBJECTIVES: To evaluate incidence of stroke, myocardial infarction (MI), and peripheral artery disease (PAD) in patients with type 2 diabetes mellitus (T2DM) and assess associated health care resource utilization (HCRU) and costs in the United States. METHODS: Patients ≥18 years of age with a T2DM diagnosis, with or without incident stroke/MI/PAD, were indexed between 1 January 2012 and 31 December 2020, from the deidentified Optum Clinformatics Data Mart claims database. Incidence of stroke, MI, and PAD was evaluated in the year following T2DM. HCRU and costs were measured in the 12 months following study entry in patients with T2DM + stroke, T2DM + MI, and T2DM + PAD (experimental cohorts) and compared to HCRU and costs in patients with T2DM alone (control cohorts). RESULTS: Incidence of stroke, MI, and PAD in patients with T2DM was 0.9% (n = 16,034), 0.7% (n = 13,681), and 4.1% (n = 68,479), respectively. Compared to matched patients with T2DM alone, patients with T2DM + stroke/MI/PAD had significantly higher total healthcare costs in the year post-index date (T2DM + stroke: +$5962 per patient per month [PPPM]; T2DM + MI: +$7932 PPPM; T2DM + PAD: +$2652 PPPM; p < .05). Patients with T2DM + stroke/MI/PAD had significantly higher mean HCRU than patients without stroke/MI/PAD in all categories measured. CONCLUSION: Having stroke, MI, or PAD was associated with increases in HCRU and costs in patients with T2DM. Although PAD was associated with smaller per patient increases in total healthcare costs than patients with T2DM + stroke/MI, the higher frequency of incident PAD may make it more costly than MI or stroke in a large population of patients with T2DM.


Compared to patients without type 2 diabetes (T2D), patients with T2D have a greater chance of having a stroke, heart attack, and narrowing of blood vessels in the arms and legs (peripheral artery disease [PAD]). A stroke, heart attack, or PAD may lead to hospitalization or death. We sought to understand healthcare usage (hospital visits, emergency room visits, office visits, etc.) and costs associated with stroke, heart attack, and PAD in patients with T2D in the United States. Healthcare resource usage and costs were estimated by using data from health insurance claims to compare healthcare usage and costs among patients with T2D, some of whom had a stroke, heart attack, or PAD, and some who did not. Compared to patients with T2D without stroke/heart attack/PAD, patients with T2D and stroke/heart attack/PAD had more overnight hospital visits, doctors' office visits, and emergency room visits. Patients with T2D and stroke/heart attack/PAD also had longer hospital stays. Patients with T2D and stroke/heart attack/PAD all had higher total healthcare costs in the year following their diagnoses, compared to patients with T2D without stroke/heart attack/PAD. By highlighting the greater costs and use of healthcare associated with stroke, heart attack, and PAD in patients with T2D, we hope to encourage more preventative management of stroke, heart attack, and PAD in patients with T2D.


Asunto(s)
Enfermedades Cardiovasculares , Diabetes Mellitus Tipo 2 , Infarto del Miocardio , Enfermedad Arterial Periférica , Accidente Cerebrovascular , Adulto , Estados Unidos/epidemiología , Humanos , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/epidemiología , Enfermedades Cardiovasculares/epidemiología , Estudios Retrospectivos , Estrés Financiero , Infarto del Miocardio/epidemiología , Accidente Cerebrovascular/epidemiología , Costos de la Atención en Salud , Enfermedad Arterial Periférica/complicaciones , Enfermedad Arterial Periférica/epidemiología
6.
Diabetes Ther ; 12(5): 1475-1489, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33837922

RESUMEN

INTRODUCTION: The superior efficacy and safety of semaglutide once-weekly (QW), compared with dulaglutide, liraglutide, or exenatide QW, have been demonstrated in the SUSTAIN trials. This study assessed treatment persistence and adherence to semaglutide QW versus dulaglutide, liraglutide, or exenatide QW in a real-world setting. METHODS: This retrospective, database study used Optum's de-identified Clinformatics® Data Mart Database to identify glucagon-like peptide 1 receptor agonist (GLP-1 RA) treatment-naïve adult patients with type 2 diabetes (T2D) initiating semaglutide QW, dulaglutide, liraglutide, or exenatide QW between January 1, 2018 and April 30, 2019. Persistence (time remaining on treatment) was assessed with Kaplan-Meier survival estimates and Cox proportional hazard models. Adherence was assessed using proportion of days covered (PDC) and proportion of patients with PDC > 80%. RESULTS: Of 56,715 patients included, 3279 received semaglutide QW, 27,891 dulaglutide, 17,186 liraglutide, and 8359 exenatide QW. Patients initiating semaglutide QW were younger and with lower percentage of Medicare coverage than patients initiating the comparators. Persistence at 360 days was significantly higher for semaglutide QW (67.0%) versus dulaglutide (56.0%), liraglutide (40.4%), and exenatide QW (35.5%); p < 0.001 for all comparisons. Compared with semaglutide QW, the discontinuation rate was significantly higher for dulaglutide (hazard ratio [HR] 1.22; 95% confidence interval [CI] 1.13, 1.32; p < 0.001), liraglutide (HR 1.80; 95% CI 1.66, 1.95; p < 0.001), and exenatide QW (HR 2.12; 95% CI 1.96, 2.30; p < 0.001). Adherence to semaglutide QW versus liraglutide at 360 days and to exenatide QW was 39.1% versus 30.0% [p = 0.07] and 27.7% [p = 0.02], respectively. Adherence to dulaglutide at 360 days was numerically higher than semaglutide QW (43.2% versus 39.1%; p = 0.45) but did not reach statistical significance. CONCLUSION: Persistence with semaglutide QW was significantly greater than comparators, while adherence was comparable or greater. Together with earlier results from double-blind clinical studies, these data support semaglutide QW use for treatment of patients with T2D.

7.
Clin Ther ; 43(5): 808-821, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33785221

RESUMEN

PURPOSE: Patients managing type 2 diabetes mellitus (T2DM) often require combination therapy to meet their blood glucose control targets. With limited real-world evidence focused on the use of glucagon-like peptide 1 receptor agonist (GLP-1RA) therapies, the objective of this study was to describe the association between semaglutide once weekly (OW) initiation and changes in hemoglobin A1c (A1c) levels. METHODS: This retrospective, descriptive cohort study used the HealthCore Integrated Research Environment (HIRE) to examine commercially insured and Medicare Advantage patients who had T2DM while taking semaglutide OW from December 1, 2017, to April 30, 2019. The first semaglutide OW prescription fill was defined as the study index date. Changes in mean A1c levels and A1c target attainment were evaluated among an intention-to-treat (ITT) population (overall group). Furthermore, a persistent population (PP) analysis on the same outcomes was performed that was limited to ITT patients who were observed to continue to use semaglutide OW at the time of the postindex A1c measurement. In addition, these outcomes were explored in patients stratified based on prior use of GLP-1RA therapy (experienced vs naive) and baseline A1c values >9% (75 mmol/mol). FINDINGS: A total of 1888 patients were identified in the overall ITT group. The mean change in the overall ITT group between preindex and postindex A1c values was -0.9% percentage points (-9.8 mmol/mol) (mean preindex A1c, 8.2% [66.1 mmol/mol]) and -1.1 percentage points (-12.0 mmol/mol) (mean preindex A1c, 8.2% [66.1 mmol/mol]) in the PP subgroup (all P < 0.001). Among the subgroup of patients with a baseline A1c value >9% (75 mmol/mol), percentage point changes in A1c were -2.2 (-24.0 mmol/mol) and -2.4 (-26.2 mmol/mol) (all P < 0.001). When accounting for prior GLP-1RA use, the GLP-1RA-naive stratum had double the mean reduction in A1c compared with the GLP-1RA-experienced stratum (-1.2 [-13.1 mmol/mol] vs -0.6 [-6.6 mmol/mol] percentage points). IMPLICATIONS: Semaglutide OW is associated with clinically and statistically significant A1C reduction and increases in reaching A1 targets using real-world data, even in GLP-1RA-experienced patients, despite more frequent use of insulin or sodium glucose transport protein 2 inhibitors in this group. Target A1c attainment significantly increased overall and within all subgroups and strata, with approximately half of all patients attaining an A1c value <7% (53 mmol/mol) and three-quarters attaining an A1c value <8% (64 mmol/mol).


Asunto(s)
Diabetes Mellitus Tipo 2 , Medicare Part C , Anciano , Estudios de Cohortes , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Receptor del Péptido 1 Similar al Glucagón , Péptidos Similares al Glucagón , Hemoglobina Glucada/análisis , Humanos , Hipoglucemiantes , Estudios Retrospectivos , Estados Unidos
8.
Diabetes Metab Syndr Obes ; 13: 2209-2216, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32612376

RESUMEN

PURPOSE: The prevalence of hypoglycemia in patients with diabetes mellitus is likely underreported, particularly with regard to non-severe episodes, and representative estimates require more detailed data than claims or typical electronic health record (EHR) databases provide. This study examines the prevalence of hypoglycemia as identified in a medical transcription database. PATIENTS AND METHODS: The Amplity Insights database contains medical content dictated by providers detailing patient encounters with health care professionals (HCPs) from across the United States. Natural language processing (NLP) was used to identify episodes of hypoglycemia using both symptom-based and non-symptom-based definitions of hypoglycemic events. This study examined records of 41,688 patients with type 1 diabetes mellitus and 317,399 patients with type 2 diabetes mellitus between January 1, 2016, and April 30, 2018. RESULTS: Using a non-symptom-based definition, the prevalence of hypoglycemia was 18% among patients with T1DM and 8% among patients with T2DM. These estimates show the prevalence of hypoglycemia to be 2- to 9-fold higher than the 1% to 4% prevalence estimates suggested by claims database analyses. CONCLUSION: In this exploration of a medical transcription database, the prevalence of hypoglycemia was considerably higher than what has been reported via retrospective analyses from claims and EHR databases. This analysis suggests that data sources other than claims and EHR may provide a more in-depth look into discrepancies between the mention of hypoglycemia events during a health care visit and documentation of hypoglycemia in patient records.

9.
Menopause ; 22(11): 1197-203, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25944522

RESUMEN

OBJECTIVE: Estrogen therapy is considered to be the most effective treatment of vaginal atrophy (VA) symptoms. This retrospective study compares rates of pharmacy refill-based treatment persistence in women treated for VA with local estrogen therapy (LET) creams versus low-dose vaginally administered tablets. METHODS: Study cohort included treatment-naive women aged 45 years or older within the IMS PharMetrics Plus claims database who filled one or more prescriptions for a LET cream or tablet between January 1, 2010 and September 30, 2012. Index LET was the first observed LET claim in pharmacy records. Persistence was defined as the number of consecutive days of treatment available of the index LET during the 12-month follow-up period. In adjusted analyses, we compared the risks of discontinuation of index therapy. RESULTS: Of 30,197 women eligible for analysis, 12,187 (40.4%) initiated treatment with conjugated estrogens vaginal cream, 11,574 (38.3%) initiated treatment with estradiol vaginal cream, and 6,436 (21.3%) initiated treatment with 10-µg vaginal estradiol tablets (formulation introduced in 2010). Cohorts were comparable on age, geography, and baseline comorbidities. During the 12-month follow-up period, 86.2% to 89.4% of cream users discontinued LET after the first prescription compared with 57.8% of tablet users (P < 0.0001). A greater proportion of tablet initiators than cream users were fully (100%) persistent during the 12-month follow-up period. Mean treatment duration was 103.4 days for tablets versus 44.6 to 48.1 days for creams (P < 0.0001). After adjustment for baseline characteristics, tablet initiators had a lower risk of discontinuation compared with cream users (P < 0.0001). CONCLUSIONS: Low-dose LET tablets, compared with cream formulations, are associated with greater persistence in the treatment of VA.


Asunto(s)
Atrofia/tratamiento farmacológico , Estrógenos Conjugados (USP)/uso terapéutico , Enfermedades Urogenitales Femeninas/tratamiento farmacológico , Posmenopausia , Vagina/patología , Administración Intravaginal , Atrofia/patología , Estudios de Cohortes , Femenino , Enfermedades Urogenitales Femeninas/patología , Humanos , Concentración de Iones de Hidrógeno , Persona de Mediana Edad , Estudios Retrospectivos , Cremas, Espumas y Geles Vaginales
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