Division of Gerontology, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA rozalina.mccoy@som.umaryland.edu.
Citations 47
Comparative effectiveness of second line glucose lowering drug treatments using real world data: emulation of a target trial
Objective To build on the recently completed GRADE (Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study) randomised trial examining the comparative effectiveness of second line glucose lowering drugs in achieving and maintaining glycaemic control in adults with type 2 diabetes. Design Emulation of a target trial. Setting Medical and pharmacy claims data from the OptumLabs Data Warehouse, a de-identified US national dataset of beneficiaries of commercially insured and Medicare Advantage plans, 29 March 2013 to 30 June 2021. Participants Adults (≥18 years) with type 2 diabetes who first started taking glimepiride, sitagliptin, liraglutide, insulin glargine, or canagliflozin between 29 March 2013 and 30 June 2021. Participants were treatment naive or were receiving metformin monotherapy at the time of starting the study drug. Main outcome measures The main outcomes were time to primary and secondary metabolic failure of the assigned treatment, calculated as days to haemoglobin A1c levels of ≥7.0% and >7.5%, respectively. Secondary metabolic, cardiovascular, and microvascular outcomes were analysed as specified in the GRADE statistical analysis plan. Propensity scores were estimated with the gradient boosting method, and inverse propensity score weighting was used to emulate randomisation to the treatment groups, which were then compared with Cox proportional hazards regression. (Results The study cohort included participants starting treatment with glimepiride (n=20 511), liraglutide (n=5569), sitagliptin (n=13 039), insulin glargine (n=7262), and canagliflozin (n=5290). The insulin glargine arm was excluded because of insufficient control of confounding. Median times to primary metabolic failure were 439 (95% confidence interval 400 to 489) days in the canagliflozin arm, 439 (426 to 453) days in the glimepiride arm, 624 (567 to 731) days in the liraglutide arm, and 461 (442 to 482) days in the sitagliptin arm. Median time to secondary metabolic failure was also longest in the liraglutide arm. Adults receiving liraglutide had the lowest one year cumulative incidence rate of primary metabolic failure (0.37, 95% confidence interval 0.35 to 0.40) followed by sitagliptin (0.44, 0.43 to 0.45), glimepiride (0.45, 0.44 to 0.45), and canagliflozin (0.46, 0.44 to 0.48). Similarly, the one year cumulative incidence rate of secondary metabolic failure was 0.27 (0.25 to 0.29) in the canagliflozin arm, 0.28 (0.27 to 0.29) in the glimepiride arm, 0.23 (0.21 to 0.26) in the liraglutide arm, and 0.28 (0.27 to 0.29) in the sitagliptin arm. No differences were observed between the study arms in the rates of microvascular and macrovascular complications. Conclusions In this target trial emulation of an expanded GRADE study framework, liraglutide was more effective in achieving and maintaining glycaemic control as a second line glucose lowering drug than canagliflozin, sitagliptin, or glimepiride.
Impact of Intra-Articular Corticosteroid Injection on Glycemic Control: A Population-Based Cohort Study
This retrospective cohort study investigated the longer-term hyperglycemic effects of intra-articular corticosteroid (IACS) administration by evaluating changes in A1C after large joint IACS injection. Among 1,169 patients (mean age 66.1 ± 12.2 years, 52.8% female), 184 (15.7%) experienced a greater-than-expected rise in A1C (actual A1C ≥0.5% above predicted) after IACS. Greater-than-expected rise in A1C was associated solely with baseline A1C (odds ratio [OR] 1.84, 95% CI 1.08–3.13 for baseline A1C of 7.0–8.0% compared with <7.0% and OR 4.79, 95% CI 2.83–8.14 for baseline A1C >8.0% compared with <7.0%). Although most patients do not experience an increase in A1C after IACS, clinicians should counsel patients with suboptimally controlled diabetes about risks of further hyperglycemia after IACS administration.
Community Paramedic Home Care Program for Acute Decompensated Heart Failure: A Pilot Study
Introduction The prevalence, severity, and quality of life (QoL) impact of diabetic retinopathy (DR) among African–Americans (AAs) with end-stage kidney disease (ESKD) undergoing dialysis are unknown. Research design and methods A cross-sectional study was conducted on 93 AA adults with diabetes and ESKD. The diagnosis of DR was based on a review of medical records and/or a positive photograph with a portable hand-held device reviewed by both artificial intelligence software and a retinal specialist. QoL, physical disability social determinants of health (SDoHs) were assessed by standardized questionnaires. Results The prevalence of DR was 75%, with 33% of participants having mild, 9.6% moderate and 57.4% severe DR. A total of 43% had normal visual acuity; 45% had moderate visual impairment; and 12% had severe visual impairment. We found a high burden of disease, multiple SDoH challenges, and low QoL and general health among patients with ESKD. The presence of DR had no significant impact on physical health and QoL compared with participants without DR. Conclusions DR is present in 75% of AA patients with diabetes and ESKD on haemodialysis. ESKD has a significant burden on general health and QoL; however, DR has a minor additional impact on the overall physical health and QoL in people with ESKD.
National Trends in Glucagon Prescriptions Among U.S. Adults With Diabetes and End-Stage Kidney Disease Treated by Dialysis: 2013–2017
Introduction The public health crisis of escalating mental health, behavioural and substance-related emergencies has revealed the need to approach these complex events from a health perspective, rather than the traditional criminal justice standpoint. Despite law enforcement officers often being the first responders to emergency calls concerning self or bystander harm, they are not optimally equipped to manage these crises holistically or to connect affected individuals to necessary medical treatment and social support. Paramedics and other emergency medical services (EMS) providers are well positioned to deliver comprehensive medicosocial care during and in the immediate aftermath of these emergencies, moving beyond their traditional role in emergency evaluation, stabilisation and transport to a higher level of care. The role of EMS in bridging this gap and helping shift emphasis to mental and physical health needs in crisis situations has not been examined in prior reviews. Methods and analysis In this protocol, we delineate our approach to describing existing EMS programmes that focus specifically on supporting individuals and communities experiencing mental, behavioural and substance-related health crises. The databases to be searched are EBSCO CINAHL, Ovid Cochrane Central Register of Controlled Trials, Ovid Embase, Ovid Medline, Ovid PsycINFO and Web of Science Core Collection, with search date limits being from database inception to 14 July 2022. A narrative synthesis will be completed to characterise populations and situations targeted by the programmes, describe programme staffing and composition, detail the interventions and identify collected outcomes. Ethics and dissemination All data in the review will be publicly accessible and published previously, so approval by a research ethics board is not needed. Our findings will be published in a peer-reviewed journal and shared with the public. Trial registration number https://doi.org/10.17605/OSF.IO/UYV4R
OBJECTIVETo characterize contemporary trends in glucagon fill rates and expenditures in a nationwide cohort of adults with diabetes overall and by key demographic and clinical characteristics.RESEARCH DESIGN AND METHODSIn this retrospective cohort study, we examined 1) glucagon fill rates per 1,000 person-years and 2) patient out-of-pocket and health plan costs per filled glucagon dose among adults with diabetes included in OptumLabs Data Warehouse between 1 January 2011 and 31 March 2021.RESULTSThe study population comprised 2,814,464 adults with diabetes with a mean age of 62.8 (SD 13.2) years. The overall glucagon fill rate decreased from 2.91 to 2.28 per 1,000 person-years (−22%) over the study period. In groups at high risk for severe hypoglycemia, glucagon fill rates increased from 22.46 to 36.76 per 1,000 person-years (64%) among patients with type 1 diabetes, 11.64 to 16.63 per 1,000 person-years (43%) among those treated with short-acting insulin, and 16.08 to 20.12 per 1,000 person-years (25%) among those with a history of severe hypoglycemia. White patients, women, individuals with high income, and commercially insured patients had higher glucagon fill rates compared with minority patients, males, individuals with low income, and Medicare Advantage patients, respectively. Total cost per dosing unit increased from $157.97 to $275.32 (74%) among commercial insurance beneficiaries and from $150.37 to $293.57 (95%) among Medicare Advantage beneficiaries.CONCLUSIONSGlucagon fill rates are concerningly low and declined between 2011 and 2021 but increased in appropriate subgroups with type 1 diabetes, using short-acting insulin, or with a history of severe hypoglycemia. Fill rates were disproportionately low among minority patients and individuals with low income.