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Severe hypoglycemia is a significant barrier to optimizing insulin therapy in both type 1 and type 2 diabetes and places a burden on the US health care system because of the high costs of hypoglycemia-related health care utilization. To compare the frequency of sensor-detected severe hypoglycemic events (SHEs) among a population of continuous glucose monitoring (CGM) users on insulin therapy after initiation of the InPen smart insulin pen (SIP) system and to estimate the potential hypoglycemia-related medical cost savings across a population of SIP users. SIP users of all ages with type 1 or type 2 diabetes were required to have at least 90 days of SIP use with a connected CGM device. The last 14 days of sensor glucose (SG) data within the 30-day period prior to the start of SIP use ("pre-SIP") and the last 14 days of SG data, along with the requirement of at least 1 bolus entry per day within the 61- to 90-day period after SIP start ("post-SIP"), were analyzed. Sensor-detected SHEs (defined as ≥10 minutes of consecutive SG readings at <54 mg/dL) were determined. Once factored, the expected medical intervention rates and associated costs were calculated. Intervention rates and costs were obtained from the literature. There were 1,681 SIP + CGM users from March 1, 2018, to April 30, 2021. The mean number of sensor-detected SHEs per week declined from 0.67 in the pre-SIP period to 0.58 in the post-SIP period ( = 0.008), which represented a 13% reduction. Assuming a range of 5%-25% of all sensor-detected SHEs resulted in a clinical event, the estimated cost reduction associated with reduced SHEs was $12-$59 and $110-$551 per SIP user per month and per year, respectively. For those aged at least 65 years, there were 166 SIP+CGM users and the reduction in the mean number of sensor-detected SHEs per week between the pre-SIP and post-SIP periods was 31%. Use of the SIP system with a connected CGM is associated with reduced sensor-detected severe hypoglycemia, which may result in significant cost savings. Albert Chien, Glen Im, Kael Wherry, Janice MacLeod, and Robert A Vigersky are employees of Medtronic; Sneha Thanasekaran and Angela Gaetano were affiliated with Medtronic while doing this research. The submitted work did not involve study subject recruitment, enrollment, or participation in a trial and did not fall under human subject protection requirements (per the Department of Health and Human Services CFR Part 46) necessitating Internal Review Board approval or exemption.
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http://dx.doi.org/10.18553/jmcp.2023.22283 | DOI Listing |
Environ Sci Pollut Res Int
September 2025
Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India.
The significant global energy consumption strongly emphasizes the crucial role of net-zero or green structures in ensuring a sustainable future. Considering this aspect, incorporating thermal insulation materials into building components is a well-accepted method that helps to enhance thermal comfort in buildings. Furthermore, integrating architectural components made from solid refuse materials retrieved from the environment can have significant environmental benefits.
View Article and Find Full Text PDFEnviron Sci Technol
September 2025
The Grainger College of Engineering, Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States.
Wastewater solids management is a key contributor to the operational cost and greenhouse gas (GHG) emissions of water resource recovery facilities (WRRFs). This study proposes a 'waste-to-energy' strategy using a hydrothermal liquefaction (HTL)-based system to displace conventional energy- and emission-intensive practices. The proposed system directs HTL-produced biocrude to oil refineries and recovers regionally tailored nitrogen and phosphorus fertilizers.
View Article and Find Full Text PDFJ Med Econ
September 2025
Janssen Scientific Affairs, LLC, Titusville, New Jersey.
Objectives: To provide insights into the financial burden and opportunity cost of vision loss from retinitis pigmentosa (RP) in the US by using net present value (NPV) of direct medical and nonmedical costs.
Methods: Assumptions, including economic (discount rate, median income, cost-of-living, Social Security and Medicare taxes, public insurance/supplemental benefits, nutrition assistance, and prescription drug assistance), medical (federal National Health Expenditure tables, a recent retrospective claims analysis, and Optum Health claims database) and demographic (mortality rate, increase in mortality due to visual impairment, progression of blindness, probability of survival, retirement rate, rate of disability, and RP diagnosis probability) were made to develop a NPV model. Scenario analyses were performed on benefits and costs arising from patients with RP, if vision could be preserved via novel gene therapies.
J Chem Phys
September 2025
Department of Chemistry, KU Leuven, B-3001 Leuven, Belgium.
We model Auger spectra using second-order Møller-Plesset perturbation (MP2) theory combined with complex-scaled basis functions. For this purpose, we decompose the complex MP2 energy of the core-hole state into contributions from specific decay channels and propose a corresponding equation-of-motion (EOM) method for computing the doubly ionized final states of Auger decay. These methods lead to significant savings in computational cost compared to our recently developed approaches based on coupled-cluster theory [F.
View Article and Find Full Text PDFGlob Health Action
December 2025
Institute for Global Health, University College London, London, UK.
Background: In a cluster-randomised trial in Uganda and Tanzania, we showed that integrated management, compared with standard vertical care, could achieve a high standard of care for diabetes and hypertension without adversely affecting outcomes for HIV. However, evidence on the value for money of integrated care is needed to inform policy.
Objective: Our economic evaluation aimed to establish the value for money of integrated care compared with vertical care for HIV, diabetes and hypertension.