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Bao Y, Han L, Du L, Ji L. Characterization of tirzepatide-treated patients achieving different glycemic control levels in SURPASS-AP-Combo. Obesity (Silver Spring) 2024; 32:1102-1113. [PMID: 38803303 DOI: 10.1002/oby.24030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 02/07/2024] [Accepted: 03/03/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVE The study objective was to characterize subgroups of Asia-Pacific patients with type 2 diabetes who achieved different glycated hemoglobin (HbA1c) targets on tirzepatide treatment. METHODS This was a post hoc analysis of the SURPASS AP-Combo study. Baseline characteristics, changes in metabolic markers, and safety were compared between tirzepatide-treated patients achieving HbA1c <7.0% (<53 mmol/mol) and those achieving ≥7.0% (≥53 mmol/mol) at week 40. Among patients achieving HbA1c <7.0% (<53 mmol/mol), further comparisons were conducted among subgroups achieving HbA1c <5.7% (<39 mmol/mol), 5.7% to 6.5% (39 to 48 mmol/mol), and >6.5% to <7.0% (>48 to <53 mmol/mol). RESULTS Five hundred ninety-eight patients on tirzepatide treatment without rescue medication were included (56.9% male; mean age: 53.1 years; mean baseline HbA1c: 8.7% [71.6 mmol/mol]). Patients achieving HbA1c <7.0% (<53 mmol/mol) versus ≥7.0% (≥53 mmol/mol) were slightly younger with a shorter disease duration and lower HbA1c at baseline, and they had greater improvements in HbA1c, fasting serum glucose, body weight, BMI, waist circumference, waist-height ratio, diastolic blood pressure, lipids, and self-monitored blood glucose at week 40. Patients achieving HbA1c <5.7% (<39 mmol/mol) versus those achieving 5.7% to 6.5% (39 to 48 mmol/mol) and those achieving >6.5% to <7.0% (>48 to <53 mmol/mol) were much younger, had much lower HbA1c, and had further improvements in metabolic markers. Tirzepatide treatment was well tolerated irrespective of the HbA1c level achieved, with a low incidence of hypoglycemic events. CONCLUSIONS These findings may help to inform clinical decisions in Asia-Pacific patients with type 2 diabetes.
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Affiliation(s)
- Yuqian Bao
- Department of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lin Han
- Eli Lilly Suzhou Pharmaceutical Co. Ltd., Shanghai, China
| | - Liying Du
- Eli Lilly Suzhou Pharmaceutical Co. Ltd., Shanghai, China
| | - Linong Ji
- Department of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China
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Blackburn DF, Yao S, Taylor JG, Alefan Q, Lix LM, Eurich DT, Choudhry NK. Measuring the Influence of Side Effect Expectations, Beliefs, and Incident Side Effects on the Risk for Drug Discontinuation Among Individuals Starting New Medications, a Cross-sectional Study. Patient Prefer Adherence 2024; 18:979-989. [PMID: 38774475 PMCID: PMC11107835 DOI: 10.2147/ppa.s451012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 05/04/2024] [Indexed: 05/24/2024] Open
Abstract
Purpose To measure the impact of beliefs, expectations, side effects, and their combined effects on the risk for medication nonpersistence. Patients and methods Using a cross-sectional design, individuals from Saskatchewan, Canada who started a new antihypertensive, cholesterol-lowering, or antihyperglycemic medication were surveyed about risk factors for nonpersistence including: (a) beliefs measured by a composite score of three questions asking about the threat of the condition, importance of the drug, and harm of the drug; (b) incident side effects attributed to treatment; and (c) expectations for side effects before starting treatment. Descriptive statistics and logistic regression models were used to quantify the influence of these risk factors on the outcome of nonpersistence. Odds ratios (ORs) and 95% confidence intervals (CIs) were estimated. Results Among 3,029 respondents, 5.8% (n=177) reported nonpersistence within four months after starting the new drug. After adjustment for numerous covariates representing sociodemographics, health-care providers, medication experiences and beliefs, both negative beliefs (OR: 7.26, 95%CI: 4.98-10.59) and incident side effects (OR: 8.00, 95%CI: 5.49-11.68) were associated with the highest odds of nonpersistence with no evidence of interaction. In contrast, expectations for side effects before starting treatment exhibited an important interaction with incident side effects following treatment initiation. Among respondents with incident side effects (n=741, 24.5%), the risk for early nonpersistence was 11.5% if they indicated an expectation for side effects before starting the medication compared to 23.6% if they did not (adjusted OR: 0.38, 95%CI: 0.25-0.60). Conclusion Expectations for side effects may be a previously unrecognized but important marker of the probability to persist with treatment. A high percentage of new medication users appeared unprepared for the possibility of side effects from their new medication making them less resilient if side effects occur.
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Affiliation(s)
- David F Blackburn
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Shenzhen Yao
- Public Health Surveillance Unit, Vancouver Coastal Health Authority, Vancouver Coastal Health, Vancouver, British Columbia, Canada
| | - Jeff G Taylor
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Qais Alefan
- Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Lisa M Lix
- Department of Community Health Sciences, Max Rady Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Dean T Eurich
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Niteesh K Choudhry
- Department of Medicine, Brigham and Women’s Hospital/Harvard Medical School, Boston, MA, USA
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Eghbali-Zarch M, Masoud S. Application of machine learning in affordable and accessible insulin management for type 1 and 2 diabetes: A comprehensive review. Artif Intell Med 2024; 151:102868. [PMID: 38632030 DOI: 10.1016/j.artmed.2024.102868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 03/03/2024] [Accepted: 04/03/2024] [Indexed: 04/19/2024]
Abstract
Proper insulin management is vital for maintaining stable blood sugar levels and preventing complications associated with diabetes. However, the soaring costs of insulin present significant challenges to ensuring affordable management. This paper conducts a comprehensive review of current literature on the application of machine learning (ML) in insulin management for diabetes patients, particularly focusing on enhancing affordability and accessibility within the United States. The review encompasses various facets of insulin management, including dosage calculation and response, prediction of blood glucose and insulin sensitivity, initial insulin estimation, resistance prediction, treatment adherence, complications, hypoglycemia prediction, and lifestyle modifications. Additionally, the study identifies key limitations in the utilization of ML within the insulin management literature and suggests future research directions aimed at furthering accessible and affordable insulin treatments. These proposed directions include exploring insurance coverage, optimizing insulin type selection, assessing the impact of biosimilar insulin and market competition, considering mental health factors, evaluating insulin delivery options, addressing cost-related issues affecting insulin usage and adherence, and selecting appropriate patient cost-sharing programs. By examining the potential of ML in addressing insulin management affordability and accessibility, this work aims to envision improved and cost-effective insulin management practices. It not only highlights existing research gaps but also offers insights into future directions, guiding the development of innovative solutions that have the potential to revolutionize insulin management and benefit patients reliant on this life-saving treatment.
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Affiliation(s)
- Maryam Eghbali-Zarch
- Department of Industrial and Systems Engineering, Wayne State University, Detroit, MI 48202, USA
| | - Sara Masoud
- Department of Industrial and Systems Engineering, Wayne State University, Detroit, MI 48202, USA.
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Souris KJ, Pfiester E, Thieffry A, Chen Y, Braune K, Kapil Bhargava M, Samra R, Gómez P, O'Donnell S. Out-of-pocket expenses and rationing of insulin and diabetes supplies: findings from the 2022 T1International cross-sectional web-based survey. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2024; 5:1293882. [PMID: 38711747 PMCID: PMC11070566 DOI: 10.3389/fcdhc.2024.1293882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 03/18/2024] [Indexed: 05/08/2024]
Abstract
Introduction Continue investigating Out-of-Pocket Expenses (OoPEs) and rationing of insulin and diabetes supplies, including impacts of the COVID-19 pandemic, for people with type 1 diabetes (T1D). Methods A cross-sectional web-based survey was conducted in English and advertised by T1International's global network of patient advocates from May through September 2022. Participants provided monthly OoPEs and rationing frequency for insulin and supplies, impacts of the COVID-19 pandemic, and open-ended comments. Results In the seven most represented countries, mean monthly OoPEs were highest in the United States, followed by Panama, Canada, and India, and were much lower in the United Kingdom, Germany, and Sweden. OoPEs were highest for participants with partial healthcare coverage, followed by those with no healthcare coverage. The COVID-19 pandemic negatively impacted access and/or affordability of insulin and/or supplies for over half of participants. Globally, 19.5% reported insulin rationing and 36.6% reported rationing glucose testing supplies. Qualitative analysis of open-ended responses identified themes such as 'mental health impacts' and 'limits to life choices.' Discussion High OoPEs lead to rationing of insulin and supplies for many people with T1D globally. Healthcare systems improvements and price reductions of insulin and supplies are needed to ensure adequate, equitable access for all.
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Affiliation(s)
| | | | | | - Yanbing Chen
- Applied Aviation Sciences Department, Embry-Riddle Aeronautical University, Daytona, FL, United States
| | - Katarina Braune
- Institute of Medical Informatics, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | | | | | | | - Shane O'Donnell
- School of Sociology, University College Dublin, Dublin, Ireland
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Ghinea N, Hutchison K, Lotz M, Rogers WA. Cost-Related Non-Adherence to Prescribed Medicines: What Are Physicians' Moral Duties? THE AMERICAN JOURNAL OF BIOETHICS : AJOB 2024:1-12. [PMID: 38635451 DOI: 10.1080/15265161.2024.2337408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/20/2024]
Abstract
As the price of pharmaceuticals and biologicals rises so does the number of patients who cannot afford them. In this article, we argue that physicians have a moral duty to help patients access affordable medicines. We offer three grounds to support our argument: (i) the aim of prescribing is to improve health and well-being which can only be realized with secure access to treatment; (ii) there is no morally significant difference between medicines being unavailable and medicines being unaffordable, so the steps physicians are willing to take in the first case should extend to the second; and (iii) as the primary stakeholder with a duty to put the individual patient's interests first, the medical professional has a duty to address cost-barriers to patient care. In articulating this duty, we take account of important epistemic and control conditions that must be met for the attribution of this duty to be justified.
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Hadid S, Zhang E, Frishman WH, Brutsaert E. Insulin's Legacy: A Century of Breakthroughs and Innovation. Cardiol Rev 2024:00045415-990000000-00229. [PMID: 38477588 DOI: 10.1097/crd.0000000000000680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
The clinical use of insulin to treat diabetes started just over 100 years ago. The past century has witnessed remarkable innovations in insulin therapy, evolving from animal organ extracts to bioengineered human insulins with ultra-rapid onset or prolonged action. Insulin delivery systems have also progressed to current automated insulin delivery systems. In this review, we discuss the history of insulin and the pharmacology and therapeutic indications for a variety of available insulins, especially newer analog insulins. We highlight recent advances in insulin pump therapy and review evidence on the therapeutic benefits of automated insulin delivery. As with any form of progress, there have been setbacks, and insulin has recently faced an affordability crisis. We address the challenges of insulin accessibility, along with recent progress to improve insulin affordability. Finally, we mention research on glucose-responsive insulins and hepato-preferential insulins that are likely to shape the future of insulin therapy.
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Affiliation(s)
- Somar Hadid
- From the School of Medicine, New York Medical College, Valhalla NY
| | - Emily Zhang
- From the School of Medicine, New York Medical College, Valhalla NY
| | - William H Frishman
- From the School of Medicine, New York Medical College, Valhalla NY
- Department of Cardiology, Westchester Medical Center, Valhalla NY
| | - Erika Brutsaert
- From the School of Medicine, New York Medical College, Valhalla NY
- Department of Endocrinology, Westchester Medical Center, Hawthorne NY
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Campbell EK, Taillie L, Blanchard LM, Wixom N, Harrington DK, Peterson DR, Wittlin SD, Campbell TM. Post hoc analysis of food costs associated with Dietary Approaches to Stop Hypertension diet, whole food, plant-based diet, and typical baseline diet of individuals with insulin-treated type 2 diabetes mellitus in a nonrandomized crossover trial with meals provided. Am J Clin Nutr 2024; 119:769-778. [PMID: 38160802 DOI: 10.1016/j.ajcnut.2023.12.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/28/2023] [Accepted: 12/28/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND Americans consume diets that fall short of dietary recommendations, and the cost of healthier diets is often cited as a barrier to dietary change. We conducted a nonrandomized crossover trial with meals provided utilizing 2 diets: Dietary Approaches to Stop Hypertension (DASH) and whole food, plant-based (WFPB), and thus had intake data from baseline and both intervention diets. OBJECTIVES Using actual diet records, describe food costs of baseline diets of individuals with type 2 diabetes (T2DM) as well as therapeutic DASH and WFPB diets. METHODS Three-day food records were collected and analyzed for each 7-d diet phase: baseline, DASH, and WFPB. Nutrient content was analyzed using the Nutrient Data System for Research and cost was determined using Fillet, an application to manage menu pricing. Food costs were calculated for each diet as consumed and adjusted to a standardized 1800 kcal/d. Ingredient-only costs of food away from home (FAFH) were approximated and analyzed. Costs were analyzed using linear mixed-effect models as a function of diet. RESULTS Fifteen subjects enrolled; 12 completed all dietary phases. The baseline, DASH, and WFPB diets, as consumed, cost $15.72/d (95% CI; $13.91, $17.53), $12.74/d ($11.23, $14.25), and $9.78/d ($7.97, $11.59), respectively. When adjusted to an 1800 kcal/d intake, the baseline, DASH, and WFPB diets cost $15.69/d ($13.87, $17.52), $14.92/d ($13.59, $16.26), and $11.96/d ($10.14, $13.78), respectively. When approximated ingredient-only costs of FAFH were analyzed, as consumed baseline [$11.01 ($9.53, $12.49)] and DASH diets [$11.81 ($10.44, $13.18)] had similar costs; WFPB diet [$8.83 ($7.35, $10.31)] cost the least. CONCLUSIONS In this short-term study with meals provided, the food costs of plant-predominant diets offering substantial metabolic health benefits were less than or similar to baseline food costs of adults with insulin-treated T2DM. Longer-term data without meal provision are needed for more generalizable results. This trial was registered at clinicaltrials.gov as NCT04048642.
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Affiliation(s)
- Erin K Campbell
- Department of Public Health Sciences, University of Rochester Medical Center, NY, United States.
| | - Laurie Taillie
- Department of Family Medicine, University of Rochester Medical Center, NY, United States
| | - Lisa M Blanchard
- Department of Family Medicine, University of Rochester Medical Center, NY, United States
| | - Nellie Wixom
- Clinical Research Center, University of Rochester Medical Center, NY, United States
| | - Donald K Harrington
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, NY, United States
| | - Derick R Peterson
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, NY, United States
| | - Steven D Wittlin
- Division of Endocrinology, University of Rochester Medical Center, NY, United States
| | - Thomas M Campbell
- Department of Family Medicine, University of Rochester Medical Center, NY, United States
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Li N, Panchal R, Giannouchos T, Pan RJ, Nguyen D, Nohavec R, Britton L, Chaiyakunapruk N, Biskupiak J, Wilson A, Brixner D. The impact of a statewide insulin copay cap policy for insured patients with diabetes in Utah. J Manag Care Spec Pharm 2024; 30:112-117. [PMID: 38308630 PMCID: PMC10839465 DOI: 10.18553/jmcp.2024.30.2.112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2024]
Abstract
BACKGROUND Insulin affordability is a huge concern for patients with diabetes in the United States. On March 30, 2020, Utah signed House Bill 207 into law, aimed at capping copayments for insulin at $30 for a 30-day supply. The bill was enacted on January 1, 2021. OBJECTIVE To assess patient basal insulin adherence, out-of-pocket costs, health plan costs, total costs on insulin, and hemoglobin A1c (A1c) in prepolicy vs postpolicy periods. METHODS This study is a retrospective analysis using data from a regional health plan in Utah from October 1, 2019, to September 30, 2021. Inclusion criteria were fully enrolled members of all ages, under commercial insurance, with at least 1 fill for any type of insulin in both the preperiod and the postperiod. Adherence was measured by proportion of days covered (PDC). Paired t-tests and Wilcoxon sign rank tests were conducted to compare the health and economic outcomes. RESULTS Out of 24,150 commercially insured individuals, a total of 244 patients were included. Across all 244 patients, there was a significant decline in monthly median out-of-pocket costs of insulin by 58.5% (P < 0.001), whereas the monthly median health plan costs of insulin increased by 22.0% (P < 0.001). The total monthly costs of insulin (the sum of out-of-pocket and health plan costs) were unchanged (P = 0.115). Only 74 patients with enough basal insulin fills in both periods were included in the analysis for PDC changes. PDC change was not statistically significant (P = 0.43). Among the 74 patients with PDC calculations, 29 patients had A1c recorded in both periods. The change in A1c was not statistically significant (P = 0.23). CONCLUSIONS An insulin copayment max of $30 in Utah demonstrated lower patient out-of-pocket costs, subsidized by the health plan. PDC did not change, and HbA1c did not improve. An assessment of a longer period and on a larger population is needed.
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Affiliation(s)
- Niying Li
- Department of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens
| | - Rupesh Panchal
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City
- University of Utah Health Plans, Murray
| | - Theodoros Giannouchos
- Department of Health Policy and Organization, School of Public Health, The University of Alabama at Birmingham
| | - Raymond J. Pan
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City
| | - Danielle Nguyen
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City
| | - Robert Nohavec
- Department of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens
- University of Utah Health Plans, Murray
| | - Laura Britton
- Department of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens
- University of Utah Health Plans, Murray
| | - Nathorn Chaiyakunapruk
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City
- Informatics, Decision Enhancement, and Analytics Sciences (IDEAS) Center, Veterans Affairs Salt Lake City Healthcare System, UT
| | - Joseph Biskupiak
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City
| | | | - Diana Brixner
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City
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Shah VN, Al-Karadsheh A, Barnes C, Mandry J, Nakhle S, Wernicke-Panten K, Kramer D, Schmider W, Pierre S, Teichert L, Rotthaeuser B, Mukherjee B, Bailey TS. Pharmacokinetic similarity of switching SAR341402 insulin aspart biosimilar and NovoLog insulin aspart versus continuous use of NovoLog in adults with type 1 diabetes: The GEMELLI X trial. Diabetes Obes Metab 2024; 26:540-547. [PMID: 37880868 DOI: 10.1111/dom.15341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 10/03/2023] [Accepted: 10/08/2023] [Indexed: 10/27/2023]
Abstract
AIM To assess whether multiple switches between SAR341402 biosimilar insulin aspart (SAR-Asp) and the insulin aspart reference product (NovoLog; NN-Asp) leads to equivalent pharmacokinetic (PK) exposure compared with continuous use of NN-Asp in adults with type 1 diabetes (T1D). MATERIALS AND METHODS This multicentre, open-label, phase 3 study randomized (1:1) 210 subjects with T1D treated with once-daily insulin glargine U100 as basal insulin to four 4-week periods of alternating multiple daily injections of SAR-Asp and NN-Asp (NN-Asp for the first 4 weeks, SAR-Asp in the last 4 weeks; switching group) versus 16 weeks of continuous NN-Asp (non-switching group). At week 16, a single dose (0.15 U/kg) of SAR-Asp in the switching group (n = 95) or NN-Asp in the non-switching group (n = 105) was given in the morning before breakfast. Primary PK endpoints were area under the plasma concentration curve (AUC) and maximum plasma concentration (Cmax ) of SAR-Asp versus NN-Asp after the single dose at week 16. RESULTS The extent of PK exposure was similar between the two treatments (SAR-Asp in the switching group and NN-Asp in the non-switching group) at week 16, with point estimates of treatment ratios close to 1. The 90% confidence intervals for AUC treatment ratios were contained within 0.8-1.25. For Cmax in the primary analysis set, the upper confidence limit was 1.32. This was because of the profiles of three participants with implausible high values. A prespecified sensitivity analysis excluding implausible values showed results contained within 0.8-1.25. CONCLUSIONS PK exposure of SAR-Asp (switching group) and reference NN-Asp (non-switching group) were similar, supporting interchangeability between these two insulin aspart products.
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Affiliation(s)
- Viral N Shah
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | | | - Cathy Barnes
- Suncoast Clinical Research, New Port Richey, Florida, USA
| | - Jose Mandry
- West Orange Endocrinology, Ocoee, Florida, USA
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Wentzell K, Nagel KE. Financial stress in emerging adults with type 1 diabetes: a mini review integrating lessons from cancer research. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2024; 5:1328444. [PMID: 38344219 PMCID: PMC10853321 DOI: 10.3389/fcdhc.2024.1328444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 01/11/2024] [Indexed: 03/06/2024]
Abstract
Amongst adults in the United States, those ages 18-30 have the highest unemployment rates, the lowest incomes, and are the most likely to be uninsured. Achieving financial independence is a core developmental task for this age group, but for those with type 1 diabetes (T1D), the high costs of insulin and diabetes supplies as well as an employment-based insurance model with minimal safety net can make this a formidable challenge. Cost-related non-adherence to diabetes management is particularly high in emerging adults with T1D and is associated with severe consequences, such as diabetic ketoacidosis (DKA) and even death. Objective financial burden and subjective financial distress related to illness are not unique to diabetes; in cancer care this construct is termed financial toxicity. Researchers have identified that emerging adults with cancer are particularly vulnerable to financial toxicity. Such research has helped inform models of care for cancer patients to mitigate cost-related stress. This mini review aims to briefly describe the state of the science on financial stress for emerging adults with T1D and explore parallels in cancer scholarship that can help guide future work in diabetes care to reduce health inequity, drive research forward, improve clinical care, and inform policy debates.
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Affiliation(s)
- Katherine Wentzell
- Pediatric, Adolescent, and Young Adult Section, Joslin Diabetes Center, Boston, MA, United States
| | - Kathryn E. Nagel
- Divisions of Endocrinology and Pediatric Endocrinology, Massachusetts General Hospital, Boston, MA, United States
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Khalil SHA, Khaled M, Zakhary R, Shereen M. The Rate of Insulin use and Suboptimal Glycemic Control among Egyptian Patients with T2DM: Cohort Analysis of Eighth Wave of the International Diabetes Management Practices Study (IDMPS). Curr Diabetes Rev 2024; 20:e020623217590. [PMID: 37264625 PMCID: PMC10909816 DOI: 10.2174/1573399820666230602100629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/30/2023] [Accepted: 04/03/2023] [Indexed: 06/03/2023]
Abstract
AIMS The International Diabetes Management Practices Study (IDMPS) is an international annual survey aiming to study and characterize the current standards of care for managing DM in developing countries. BACKGROUND In Egypt, DM represents a substantial burden on the healthcare system, with an estimated 10.9 million patients, ranking it 10th amongst countries with the highest prevalence of DM. Previous studies showed that to maintain safety and achieve treatment goals among diabetic patients, optimal insulin therapy should be selected individually based on the patient's needs. We reported the proportion of Egyptian T2DM patients on insulin therapy who participated in the eighth wave of the IDMPS. METHODS The 2018 IDMPS wave consisted of cross-sectional and longitudinal phases and aimed to evaluate the proportion of T2DM who were on insulin therapy in 13 countries from four regions. In Egypt, 17 physicians agreed to participate in the present study and were required to include at least one patient. RESULTS A total of 180 T2DM patients were included in the cross-section phase. At the end of the ninth month of follow-up, data from 170 T2DM patients were available. A total of 39 T2DM patients (21.7%) were on insulin therapy, with a mean duration of 32.4 ± 36.6 months. More than half of the patients (n = 22; 56.4%) were on basal insulin, mainly long-acting (n = 20; 90.9%). The mean basal insulin daily dose was 0.3 ± 0.1 IU/Kg. Notably, 28.2% of the patients received insulin via vials, and 46.2% stated that they were adjusting the insulin dose by themselves. On the other hand, 60.2% of the study population was on oral antidiabetic drugs at the cross-sectional phase. Nearly 17.4% and 27% of the patients in the cross-sectional phase achieved the glycemic target per recommendations of international guidelines and the treating physicians, respectively. At the end of the longitudinal phase, the percentage of T2DM patients who achieved glycemic targets increased to 38.4% and 77.4% as per recommendations of international guidelines and the treating physicians, respectively. Overall, 38.3% of T2DM patients received diabetes education, and 28.9% were involved in an educational program provided by the physician or their clinical staff. Besides, 85.5% of T2DM patients followed their diabetes medication dosage and frequency strictly as prescribed. CONCLUSION The proportion of insulin use in patients with T2DM aligned with the previous studies from different countries; however, it is still inadequate to achieve the targeted glycemic control. Nearly one-third of Egyptian patients received diabetes education, highlighting the need for adopting a national educational program. Nonetheless, the level of adherence among T2DM from Egypt appears to be high.
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Affiliation(s)
- Samir Helmy Assaad Khalil
- Department of Internal Medicine, Unit of Diabetology, Lipidology & Metabolism, Alexandria Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Mohsen Khaled
- Diabetes and Endocrinology Department, National Institute of Diabetes and Endocrinology, Cairo, Egypt
| | - Raafat Zakhary
- Consultant of Diabetes and Internal Medicine, Alexandria University, Alexandria, Egypt
| | - Mark Shereen
- Department of Medical Affairs, Sanofi, Cairo, Egypt
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ElSayed NA, Aleppo G, Bannuru RR, Bruemmer D, Collins BS, Ekhlaspour L, Hilliard ME, Johnson EL, Khunti K, Lingvay I, Matfin G, McCoy RG, Perry ML, Pilla SJ, Polsky S, Prahalad P, Pratley RE, Segal AR, Seley JJ, Stanton RC, Gabbay RA. 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2024. Diabetes Care 2024; 47:S11-S19. [PMID: 38078573 PMCID: PMC10725798 DOI: 10.2337/dc24-s001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, a interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at https://professional.diabetes.org/SOC.
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13
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Nsiah I, Campbell PJ, Parikh MA, Hines LE, Pickering M, Nau DP. Persistence to Basal Insulin: Association With Health Outcomes in a Population With Type 2 Diabetes. Clin Diabetes 2023; 42:257-265. [PMID: 38694243 PMCID: PMC11060632 DOI: 10.2337/cd23-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/04/2024]
Abstract
This study examined the association between persistence to basal insulin and clinical and economic health outcomes. The question of whether a persistence measure for basal insulin could be leveraged in quality measurement was also explored. Using the IBM-Truven MarketScan Commercial and Medicare Supplemental Databases from 1 January 2011 to 31 December 2015, a total of 14,126 subjects were included in the analyses, wherein 9,898 (70.1%) were categorized as persistent with basal insulin therapy. Basal insulin persistence was associated with lower A1C, fewer hospitalizations and emergency department visits, and lower health care expenditures. Quality measures based on prescription drug claims for basal insulin are feasible and should be considered for guiding quality improvement efforts.
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Affiliation(s)
- Irene Nsiah
- Department of Pharmacy Administration, The University of Mississippi, Oxford, MS
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14
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Lee JJ, Sack DE, Kam S, Reed SC, Carew B, Lloyd C, Weaver EO, Miller RF. Results of Leveraging Pharmaceutical Patient Assistance Programs to Expand Access to High Cost Medications in a Student-Run Free Clinic. J Community Health 2023; 48:919-925. [PMID: 37284916 DOI: 10.1007/s10900-023-01240-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2023] [Indexed: 06/08/2023]
Abstract
High costs make many medications inaccessible to patients in the United States. Uninsured and underinsured patients are disproportionately affected. Pharmaceutical companies offer patient assistance programs (PAPs) to lower the cost-sharing burden of expensive prescription medications for uninsured patients. PAPs are used by various clinics, particularly oncology clinics and those caring for underserved communities, to expand patients' access to medications. Prior studies describing the implementation of PAPs in student-run free clinics have demonstrated cost-savings during the first few years of using PAPs. However, there is a lack of data regarding the efficacy and cost savings of longitudinal use of PAPs across several years. This study describes the growth of PAP use at a student-run free clinic in Nashville, Tennessee over ten years, demonstrating that PAPs can be used reliably and sustainably to expand patients' access to expensive medications. From 2012 to 2021, we increased the number of medications available through PAPs from 8 to 59 and the number of patient enrollments from 20 to 232. In 2021, our PAP enrollments demonstrated potential cost savings of over $1.2 million. Strategies, limitations, and future directions of PAP use are also discussed, highlighting that PAPs can be a powerful tool for free clinics in serving underserved communities.
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Affiliation(s)
- Julie J Lee
- Vanderbilt University School of Medicine, Nashville, TN, USA.
| | - Daniel E Sack
- Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Sharon Kam
- Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Sarah C Reed
- Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Babatunde Carew
- Department of General Internal Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cooper Lloyd
- Department of General Internal Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Eleanor O Weaver
- Department of General Internal Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Robert F Miller
- Department of General Internal Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN, USA
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15
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Wagner AA, Whitner JB, Williams AC, Hirt KL, Miracle TL, Valentino AS. Community Health Center 340B Program: A Qualitative Study of the Experiences of Patients with Diabetes. Innov Pharm 2023; 14:10.24926/iip.v14i3.5445. [PMID: 38487386 PMCID: PMC10936455 DOI: 10.24926/iip.v14i3.5445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024] Open
Abstract
Background: The 340B Drug Pricing Program provides discounted drug prices to safety-net entities which help stretch scarce resources to expand comprehensive services and treat more vulnerable patients. The program has received criticism questioning whether the original intentions are being accomplished. Objective: This qualitative study aimed to understand lived experiences of patients accessing high-cost injectable diabetes medication(s) through a 340B Prescription Cash Discount Program (PCDP) provided at a community health center. Methods: This qualitative study utilized semi-structured individual interviews. We invited patients ≥18 years old with diabetes for >1 year who utilized the 340B PCDP to fill an injectable diabetes medication at least twice between 3/1/2020-3/1/2021 to participate. Trained personnel interviewed ten participants in 11/2021-2/2022 and completed thematic analysis of the transcribed interviews. Results: Themes included 340B feedback, benefits of 340B, consequences of being without 340B, community pharmacy experience, and use of other services. Participants deemed the 340B program as a "lifesaver." Perceived benefits of the program included improved diabetes control and savings that made their prescriptions more affordable. Consequences of being without the program include that medication was too expensive to take as prescribed and rationing/skipping doses. Participants were pleased with the accessibility of the network of contract pharmacies and described benefiting from services supported by 340B savings. Conclusions: Recent criticisms question whether the 340B program accomplishes its original intentions of stretching scarce federal resources to help safety-net entities expand services and treat more patients. This study provides insight into the personal impact of the 340B program on underserved patients with chronic disease accessing high-cost medication(s). Findings highlight crucial strengths of the program from the patient perspective, which policymakers and other stakeholders should consider to provide support for the continuation of these services.
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16
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Shaka H, DeHart L, El-amir Z, Wani F, Ramirez M, Kichloo A. Rising Readmission Rates After Diabetic Ketoacidosis Hospitalization Among Adults With Type 1 Diabetes Throughout a Decade in the United States. Clin Diabetes 2023; 41:220-225. [PMID: 37092155 PMCID: PMC10115619 DOI: 10.2337/cd22-0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Research on longitudinal trends in readmission rates after diabetic ketoacidosis (DKA) is lacking. This retrospective study was aimed at identifying trends in readmissions after hospitalization for DKA, as well as trends in outcomes after readmission, over time among adults with type 1 diabetes in the United States. Findings indicate that the DKA readmission rate increased from 53 to 73 events per 100,000 between 2010 to 2018, and low-income and uninsured patients had higher odds of readmission. There was no significant change in mortality after readmission over time. Improved access to care and affordable management options may play a crucial role in preventing readmissions.
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Affiliation(s)
- Hafeez Shaka
- Department of Internal Medicine, John H. Stroger Jr. Hospital of Cook County, Chicago, IL
| | - Luke DeHart
- Department of Internal Medicine, Central Michigan University College of Medicine, Saginaw, MI
| | - Zain El-amir
- Department of Internal Medicine, Central Michigan University College of Medicine, Saginaw, MI
| | - Farah Wani
- Department of Internal Medicine, Central Michigan University College of Medicine, Saginaw, MI
| | - Marcelo Ramirez
- Department of Internal Medicine, John H. Stroger Jr. Hospital of Cook County, Chicago, IL
| | - Asim Kichloo
- Department of Internal Medicine, Central Michigan University College of Medicine, Saginaw, MI
- Department of Medicine, Samaritan Medical Center, Watertown, NY
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17
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Vasudev M, Torabi SJ, Michelle L, Meller LLT, Birkenbeuel JL, Roman KM, Nguyen TV, Kuan EC. The rising cost of rhinologic medications. Ann Allergy Asthma Immunol 2023; 131:327-332. [PMID: 37098404 DOI: 10.1016/j.anai.2023.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 03/22/2023] [Accepted: 04/07/2023] [Indexed: 04/27/2023]
Abstract
BACKGROUND The high prescription drug cost in the United States may negatively affect patient prognosis and treatment compliance. OBJECTIVE To fill the knowledge gap and inform clinicians regarding rhinology medications price changes by evaluating trends in price changes of highly used nasal sprays and allergy medications. METHODS The 2014-2020 Medicaid National Average Drug Acquisition Cost database was queried for drug pricing information for the following classes of medications: intranasal corticosteroids, oral antihistamines, antileukotrienes, intranasal antihistamines, and intranasal anticholinergics. Individual medications were identified by Food and Drug Administration-assigned National Drug Codes. Per unit, drug prices were analyzed for average annual prices, average annual percentage price changes, and inflation-adjusted annual and composite percentage price changes. RESULTS Beclometasone (Beconase AQ, 56.7%, QNASL, 77.5%), flunisolide (Nasalide, -14.6%), budesonide (Rhinocort Aqua, -1.2%), fluticasone (Flonase, -6.8%, Xhance, 11.7%), mometasone (Nasonex, 38.2%), ciclesonide (Omnaris, 73.8%), combination azelastine and fluticasone (Dymista, 27.3%), loratadine (Claritin, -20.5%), montelukast (Singulair, 14.5%), azelastine (Astepro, 21.9%), olopatadine (Patanase, 27.3%), and ipratropium bromide (Atrovent, 56.6%) had an overall change in inflation-adjusted per unit cost between 2014 and 2020 (% change). Of 14 drugs evaluated, 10 had an increase in inflation-adjusted prices, for an average increase of 42.06% ± 22.27%; 4 of 14 drugs had a decrease in inflation-adjusted prices, for an average decrease of 10.78% ± 7.36%. CONCLUSION The rising cost of highly used medications contributes to increased patient acquisition costs and may pose barriers of drug adherence to particularly vulnerable populations.
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Affiliation(s)
- Milind Vasudev
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Sina J Torabi
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Lauren Michelle
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Leo L T Meller
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Jack L Birkenbeuel
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Kelsey M Roman
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Theodore V Nguyen
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California
| | - Edward C Kuan
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California.
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18
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Elian V, Popovici V, Ozon EA, Musuc AM, Fița AC, Rusu E, Radulian G, Lupuliasa D. Current Technologies for Managing Type 1 Diabetes Mellitus and Their Impact on Quality of Life-A Narrative Review. Life (Basel) 2023; 13:1663. [PMID: 37629520 PMCID: PMC10456000 DOI: 10.3390/life13081663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/27/2023] [Accepted: 07/28/2023] [Indexed: 08/27/2023] Open
Abstract
Type 1 diabetes mellitus is a chronic autoimmune disease that affects millions of people and generates high healthcare costs due to frequent complications when inappropriately managed. Our paper aimed to review the latest technologies used in T1DM management for better glycemic control and their impact on daily life for people with diabetes. Continuous glucose monitoring systems provide a better understanding of daily glycemic variations for children and adults and can be easily used. These systems diminish diabetes distress and improve diabetes control by decreasing hypoglycemia. Continuous subcutaneous insulin infusions have proven their benefits in selected patients. There is a tendency to use more complex systems, such as hybrid closed-loop systems that can modulate insulin infusion based on glycemic readings and artificial intelligence-based algorithms. It can help people manage the burdens associated with T1DM management, such as fear of hypoglycemia, exercising, and long-term complications. The future is promising and aims to develop more complex ways of automated control of glycemic levels to diminish the distress of individuals living with diabetes.
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Affiliation(s)
- Viviana Elian
- Department of Diabetes, Nutrition and Metabolic Diseases, “Carol Davila” University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., 050471 Bucharest, Romania; (V.E.); (E.R.); (G.R.)
- Department of Diabetes, Nutrition and Metabolic Diseases, “Prof. Dr. N. C. Paulescu” National Institute of Diabetes, Nutrition and Metabolic Diseases, 030167 Bucharest, Romania
| | - Violeta Popovici
- Department of Microbiology and Immunology, Faculty of Dental Medicine, Ovidius University of Constanta, 7 Ilarie Voronca Street, 900684 Constanta, Romania
| | - Emma-Adriana Ozon
- Department of Pharmaceutical Technology and Biopharmacy, Faculty of Pharmacy, “Carol Davila” University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania; (A.C.F.); (D.L.)
| | - Adina Magdalena Musuc
- Romanian Academy, “Ilie Murgulescu” Institute of Physical Chemistry, 202 Spl. Independentei, 060021 Bucharest, Romania;
| | - Ancuța Cătălina Fița
- Department of Pharmaceutical Technology and Biopharmacy, Faculty of Pharmacy, “Carol Davila” University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania; (A.C.F.); (D.L.)
| | - Emilia Rusu
- Department of Diabetes, Nutrition and Metabolic Diseases, “Carol Davila” University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., 050471 Bucharest, Romania; (V.E.); (E.R.); (G.R.)
- Department of Diabetes, N. Malaxa Clinical Hospital, 12 Vergului Street, 022441 Bucharest, Romania
| | - Gabriela Radulian
- Department of Diabetes, Nutrition and Metabolic Diseases, “Carol Davila” University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., 050471 Bucharest, Romania; (V.E.); (E.R.); (G.R.)
- Department of Diabetes, Nutrition and Metabolic Diseases, “Prof. Dr. N. C. Paulescu” National Institute of Diabetes, Nutrition and Metabolic Diseases, 030167 Bucharest, Romania
| | - Dumitru Lupuliasa
- Department of Pharmaceutical Technology and Biopharmacy, Faculty of Pharmacy, “Carol Davila” University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania; (A.C.F.); (D.L.)
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19
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Bruggeman BS, Walker AF, Peters AL, D’Avolio LW, Haller MJ. Blue Circle Health: A Novel Patient-Centered Model of Health Care Delivery for Low-Income Patients With Type 1 Diabetes. J Diabetes Sci Technol 2023; 17:925-934. [PMID: 36710449 PMCID: PMC10348005 DOI: 10.1177/19322968221149008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Analog insulins, insulin pumps, and continuous glucose monitors (CGM) have revolutionized type 1 diabetes (T1D) treatment over the last 50 years. Nevertheless, less than 20% of patients in the United States reach guideline-based HbA1c targets. The dysfunctional delivery of U.S. health care has further worsened glycemic outcomes among structurally disadvantaged groups such as non-Hispanic Black and low-income populations. Administrative complexities resulting from mixed insurance coverage and delivery systems, incongruity between effective policies and reimbursement, structural racism, and implicit biases have led to high diabetes care-related costs, provider scarcity and burnout, and patient diabetes distress. The Extension for Community Healthcare Outcomes (ECHO) Diabetes tele-education outreach model was created to increase self-efficacy among primary care providers through a combination of weekly didactic sessions led by a team of diabetes experts and access to community-based peer coaches. As an evolution of ECHO Diabetes, Blue Circle Health has been established as a philanthropically funded health care delivery system, using a whole-person, individualized approach to T1D care for adults living in underserved communities. The program will provide direct-to-patient telehealth services, including diabetes education, management, and related psychological care regardless of ability to pay. Community-based diabetes support coaches will serve as the primary point of contact, or guide on the "Blue Circle Health Member Journey." Access to needed insulins, supplies, and CGMs will be provided at no cost to the individual. Through a continuous learning and improvement model, a person-centered, equitable, accessible, and effective health care delivery model will be built for people living with T1D.
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Affiliation(s)
| | - Ashby F. Walker
- College of Public Health & Health Professions, University of Florida, Gainesville, FL, USA
| | - Anne L. Peters
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
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20
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Ly DP, Giuriato MA, Song Z. Changes in Prescription Drug and Health Care Use Over 9 Years After the Large Drug Price Increase for Colchicine. JAMA Intern Med 2023; 183:670-676. [PMID: 37155179 PMCID: PMC10167599 DOI: 10.1001/jamainternmed.2023.0898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/21/2023] [Indexed: 05/10/2023]
Abstract
Importance Prescription drug prices are a leading concern among patients and policy makers. There have been large and sharp price increases for some drugs, but the long-term implications of large drug price increases remain poorly understood. Objective To examine the association of the large 2010 price increase in colchicine, a common treatment for gout, with long-term changes in colchicine use, substitution with other drugs, and health care use. Design, Setting, and Participants This retrospective cohort study examined MarketScan data from a longitudinal cohort of patients with gout with employer-sponsored insurance from 2007 through 2019. Exposures The US Food and Drug Administration's discontinuation of lower-priced versions of colchicine from the market in 2010. Main Outcomes and Measures Mean price of colchicine; use of colchicine, allopurinol, and oral corticosteroids; and emergency department (ED) and rheumatology visits for gout in year 1 and over the first decade of the policy (through 2019) were calculated. Data were analyzed between November 16, 2021, and January 17, 2023. Results A total of 2 723 327 patient-year observations were examined from 2007 through 2019 (mean [SD] age of patients, 57.0 [13.8] years; 20.9% documented as female; 79.1% documented as male). The mean price per prescription of colchicine increased sharply from $11.25 (95% CI, $11.23-$11.28) in 2009 to $190.49 (95% CI, $190.07-$190.91) in 2011, a 15.9-fold increase, with the mean out-of-pocket price increasing 4.4-fold from $7.37 (95% CI, $7.37-$7.38) to $39.49 (95% CI, $39.42-$39.56). At the same time, colchicine use declined from 35.0 (95% CI, 34.6-35.5) to 27.3 (95% CI, 26.9-27.6) pills per patient in year 1 and to 22.6 (95% CI, 22.2-23.0) pills per patient in 2019. Adjusted analyses showed a 16.7% reduction in year 1 and a 27.0% reduction over the decade (P < .001). Meanwhile, adjusted allopurinol use rose by 7.8 (95% CI, 6.9-8.7) pills per patient in year 1, a 7.6% increase from baseline, and by 33.1 (95% CI, 32.6-33.7) pills per patient through 2019, a 32.0% increase from baseline over the decade (P < .001). Moreover, adjusted oral corticosteroid use exhibited no significant change in the first year, then increased by 1.5 (95% CI, 1.3-1.7) pills per patient through 2019, an 8.3% increase from baseline over the decade. Adjusted ED visits for gout rose by 0.02 (95% CI, 0.02-0.03) per patient in year 1, a 21.5% increase, and by 0.05 (95% CI, 0.04-0.05) per patient through 2019, a 39.8% increase over the decade (P < .001). Adjusted rheumatology visits for gout increased by 0.02 (95% CI, 0.02-0.03) per patient through 2019, a 10.5% increase over the decade (P < .001). Conclusions and Relevance In this cohort study among individuals with gout, the large increase in colchicine prices in 2010 was associated with an immediate decrease in colchicine use that persisted over approximately a decade. Substitution with allopurinol and oral corticosteroids was also evident. Increased ED and rheumatology visits for gout over the same period suggest poorer disease control.
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Affiliation(s)
- Dan P. Ly
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | - Mia A. Giuriato
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Zirui Song
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Center for Primary Care, Harvard Medical School, Boston, Massachusetts
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21
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Anderson KE, Xuan A, Anderson GF, Socal MP. Estimating Changes in Medicare Part D and Commercial Insurer Insulin Spending Amid Planned State-Led Biosimilar Insulin Production in California. JAMA Intern Med 2023; 183:734-735. [PMID: 37155181 PMCID: PMC10167594 DOI: 10.1001/jamainternmed.2023.0373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 01/31/2023] [Indexed: 05/10/2023]
Abstract
This cross-sectional study evaluates the cost savings of state-led manufacturing and selling of biosimilar insulin.
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Affiliation(s)
- Kelly E. Anderson
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora
| | - Andrew Xuan
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Gerard F. Anderson
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Mariana P. Socal
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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22
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Dickson S, Gabriel N, Gellad WF, Hernandez I. Estimated Changes in Insulin Prices and Discounts After Entry of New Insulin Products, 2012-2019. JAMA HEALTH FORUM 2023; 4:e231430. [PMID: 37327008 DOI: 10.1001/jamahealthforum.2023.1430] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023] Open
Abstract
Importance Despite the political salience of insulin prices, no study to date has quantified trends in insulin prices that account for manufacturer discounts (net prices). Objective To describe trends in insulin list prices and net prices faced by payers from 2012 to 2019 and estimate changes in net prices after the 2015 to 2017 entry of new insulin products. Design, Setting, and Participants This longitudinal study included an analysis of Medicare, Medicaid, and SSR Health drug pricing data from January 1, 2012, to December 31, 2019. Data analyses were performed from June 1, 2022, to October 31, 2022. Exposures US sales of insulin products. Main Outcomes and Measures Net prices faced by payers were estimated for insulin products as list prices minus manufacturer discounts negotiated in commercial and Medicare Part D markets (ie, commercial discounts). Trends in net prices were evaluated before and after the entry of new insulin products. Results Net prices of long-acting insulin products increased at an annual rate of 23.6% from 2012 to 2014 but decreased at an annual rate of 8.3% after the introduction of insulin glargine (Toujeo and Basaglar) and degludec (Tresiba) in 2015. Net prices of short-acting insulin increased at an annual rate of 5.6% from 2012 to 2017 but then decreased from 2018 to 2019 after the introduction of insulin aspart (Fiasp) and lispro (Admelog). For human insulin products, which did not experience entry of new products, net prices increased at an annual rate of 9.2% from 2012 to 2019. From 2012 to 2019, commercial discounts increased from 22.7% to 64.8% for long-acting insulin products, from 37.9% to 66.1% for short-acting insulin products, and from 54.9% to 63.1% for human insulin products. Conclusions and Relevance In this longitudinal study of US insulin products, results suggest that insulin prices substantially increased from 2012 to 2015, even after accounting for discounts. The introduction of new insulin products was followed by substantial discounting practices that lowered net prices faced by payers.
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Affiliation(s)
| | - Nico Gabriel
- Division of Clinical Pharmacy, University of California, San Diego, Skaggs School of Pharmacy and Pharmaceutical Sciences, La Jolla
| | - Walid F Gellad
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - Inmaculada Hernandez
- Division of Clinical Pharmacy, University of California, San Diego, Skaggs School of Pharmacy and Pharmaceutical Sciences, La Jolla
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23
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Luo J, Feldman R, Callaway Kim K, Rothenberger S, Korytkowski M, Hernandez I, Gellad WF. Evaluation of Out-of-Pocket Costs and Treatment Intensification With an SGLT2 Inhibitor or GLP-1 RA in Patients With Type 2 Diabetes and Cardiovascular Disease. JAMA Netw Open 2023; 6:e2317886. [PMID: 37307000 PMCID: PMC10261995 DOI: 10.1001/jamanetworkopen.2023.17886] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 04/27/2023] [Indexed: 06/13/2023] Open
Abstract
Importance The latest guidelines continue to recommend sodium-glucose cotransporter 2 (SGLT2) inhibitors and glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for patients with type 2 diabetes (T2D) and established cardiovascular disease (CVD). Despite this, overall use of these 2 drug classes has been suboptimal. Objective To assess the association of high out-of-pocket (OOP) costs and the initiation of an SGLT2 inhibitor or GLP-1 RA among adults with T2D and established CVD who are treated with metformin-treated. Design, Setting, and Participants This retrospective cohort study used 2017 to 2021 data from the Optum deidentified Clinformatics Data Mart Database. Each individual in the cohort was categorized into quartiles of OOP costs for a 1-month supply of SGLT2 inhibitor and GLP-1 RA based on their health plan assignment. Data were analyzed from April 2021 to October 2022. Exposures OOP cost for SGLT2 inhibitors and GLP-1 RA. Main Outcomes and Measures The primary outcome was treatment intensification, defined as a new dispensing (ie, initiation) of either an SGLT2 inhibitor or GLP-1 RA, among patients with T2D previously treated with metformin monotherapy. For each drug class separately, Cox proportional hazards models were used to adjust for demographic, clinical, plan, clinician, and laboratory characteristics to estimate the hazard ratios of treatment intensification comparing the highest vs the lowest quartile of OOP costs. Results Our cohort included 80 807 adult patients (mean [SD] age, 72 [9.5] years, 45 129 [55.8%] male; 71 128 [88%] were insured with Medicare Advantage) with T2D and established CVD on metformin monotherapy. Patients were followed for a median (IQR) of 1080 days (528 to 1337). The mean (SD) of OOP costs in the highest vs lowest quartile was $118 [32] vs $25 [12] for GLP-1 RA, and $91 [25] vs $23 [9] for SGLT2 inhibitors. Compared with patients in plans with the lowest quartile (Q1) of OOP costs, patients in plans with the highest quartile (Q4) of costs were less likely to initiate a GLP-1 RA (adjusted HR, 0.87 [95% CI, 0.78 to 0.97]) or an SGLT2 inhibitor (adjusted HR, 0.80 [95% CI, 0.73 to 0.88]). The median (IQR) number of days to initiating a GLP-1 RA was 481 (207-820) days in Q1 and 556 (237-917) days in Q4 of OOP costs and 520 (193-876) days in Q1 vs 685 (309-1017) days in Q4 for SGLT2 inhibitors. Conclusions and Relevance In this cohort study of more than 80 000 older adults with T2D and established CVD covered by Medicare Advantage and commercial plans, those in the highest quartile of OOP cost were 13% and 20% less likely to initiate a GLP-1 RA or SGLT2 inhibitor, respectively, when compared with those in the lowest quartile of OOP costs.
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Affiliation(s)
- Jing Luo
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Robert Feldman
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | - Scott Rothenberger
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Mary Korytkowski
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Inmaculada Hernandez
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla
| | - Walid F. Gellad
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
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Robinson DJ, Hanson K, Jain AB, Kichler JC, Mehta G, Melamed OC, Vallis M, Bajaj HS, Barnes T, Gilbert J, Honshorst K, Houlden R, Kim J, Lewis J, MacDonald B, MacKay D, Mansell K, Rabi D, Sherifali D, Senior P. Diabetes and Mental Health. Can J Diabetes 2023; 47:308-344. [PMID: 37321702 DOI: 10.1016/j.jcjd.2023.04.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
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Luo J, Wong R, Mehta T, Schwartz JI, Epstein JA, Smith E, Kashyap N, Woreta FA, Feterik K, Fliotsos MJ, Crotty BH. Implementing real-time prescription benefit tools: Early experiences from 5 academic medical centers. HEALTHCARE (AMSTERDAM, NETHERLANDS) 2023; 11:100689. [PMID: 36989915 PMCID: PMC10880821 DOI: 10.1016/j.hjdsi.2023.100689] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 02/03/2023] [Accepted: 03/17/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Medication price transparency tools are increasingly available, but data on their use, and their potential effects on prescribing behavior, patient out of pocket (OOP) costs, and clinician workflow integration, is limited. OBJECTIVE To describe the implementation experiences with real-time prescription benefit (RTPB) tools at 5 large academic medical centers and their early impact on prescription ordering. DESIGN and Participants: In this cross-sectional study, we systematically collected information on the characteristics of RTPB tools through discussions with key stakeholders at each of the five organizations. Quantitative encounter data, prescriptions written, and RTPB alerts/estimates and prescription adjustment rates were obtained at each organization in the first three months after "go-live" of the RTPB system(s) between 2019 and 2020. MAIN MEASURES Implementation characteristics, prescription orders, cost estimate retrieval rates, and prescription adjustment rates. KEY RESULTS Differences were noted with respect to implementation characteristics related to RTPB tools. All of the organizations with the exception of one chose to display OOP cost estimates and suggested alternative prescriptions automatically. Differences were also noted with respect to a patient cost threshold for automatic display. In the first three months after "go-live," RTPB estimate retrieval rates varied greatly across the five organizations, ranging from 8% to 60% of outpatient prescriptions. The prescription adjustment rate was lower, ranging from 0.1% to 4.9% of all prescriptions ordered. CONCLUSIONS In this study reporting on the early experiences with RTPB tools across five academic medical centers, we found variability in implementation characteristics and population coverage. In addition RTPB estimate retrieval rates were highly variable across the five organizations, while rates of prescription adjustment ranged from low to modest.
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Affiliation(s)
- Jing Luo
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, USA.
| | - Rachel Wong
- Department of Biomedical Informatics, Renaissance School of Medicine at Stony Brook, USA
| | | | - Jeremy I Schwartz
- Section of General Internal Medicine Yale University School of Medicine, USA
| | - Jeremy A Epstein
- Division of General Internal Medicine, Johns Hopkins University School of Medicine, USA
| | - Erika Smith
- Froedtert & Medical College of Wisconsin, USA
| | - Nitu Kashyap
- Yale New Haven Health and Yale School of Medicine, USA
| | | | - Kristian Feterik
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, USA
| | - Michael J Fliotsos
- Wilmer Eye Institute, Johns Hopkins Hospital, USA; Yale New Haven Hospital, Department of Ophthalmology and Visual Sciences, New Haven, CT, USA
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Simões de Carvalho F, Brito Marques F, Lima Ferreira J, Lopes AE, Príncipe RM. COMBINSI (COMBat to INSufficient Insulin therapy) - A Portuguese project in type 2 diabetes. Diabetes Metab Syndr 2023; 17:102776. [PMID: 37207407 DOI: 10.1016/j.dsx.2023.102776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 01/04/2023] [Accepted: 04/28/2023] [Indexed: 05/21/2023]
Abstract
BACKGROUND Inadequate glycemic control in type 2 diabetes (T2D) increases the risk of diabetes-related complications. Insulin initiation is often delayed for several years. This study aims to estimate the adequacy of insulin therapy prescription to people living with T2D in a primary care setting. MATERIAL AND METHODS This was a cross-sectional study based on adults with T2D in a Portuguese local health unit between January 2019 and January 2020. Subjects under insulin therapy were compared with non-insulin-treated subjects with Hemoglobin A1c (HbA1c) ≥9% regarding clinical and demographic characteristics. The proportion of insulin-treated subjects in both of these groups was defined as insulin therapy index. RESULTS Our study included 13,869 adults living with T2D, among whom 11.5% were treated with insulin therapy and 4.1% had HbA1c ≥ 9% and were not under insulin therapy. Insulin therapy index was 73.9%. When comparing with non-insulin-treated subjects with HbA1c ≥ 9%, insulin-treated subjects were significantly older (75.8 vs 66.2 years p < 0.001), had lower HbA1c (8.3 vs 10.3% p < 0.001), lower estimated glomerular filtration rate (66.4 vs 74.0 ml/min/1.73 m2p < 0.001), lower LDL-cholesterol (87.1 vs 105.8 mg/dl), and higher rates of atherosclerotic cardiovascular disease (32.7 vs 16.7% p < 0.001). CONCLUSION Insulin therapy is underprescribed in T2D, with over 1-in-4 people living with T2D not being prescribed insulin despite deficient glycemic control. These findings highlight the need for insulin therapy when glycemic control is inadequate under other interventions.
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Affiliation(s)
| | | | - Joana Lima Ferreira
- Endocrinology Department, Matosinhos Local Health Unit, Matosinhos, Portugal
| | - Ana Elisa Lopes
- Endocrinology Department, Matosinhos Local Health Unit, Matosinhos, Portugal
| | - Rosa Maria Príncipe
- Endocrinology Department, Matosinhos Local Health Unit, Matosinhos, Portugal
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Schwartz JI, Ramaiya K, Warren M, Yadav P, Castillo G, George R, McGuire H. Carpe DM: The First Global Diabetes Targets. GLOBAL HEALTH, SCIENCE AND PRACTICE 2023; 11:e2200403. [PMID: 37116924 PMCID: PMC10141427 DOI: 10.9745/ghsp-d-22-00403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 03/07/2023] [Indexed: 04/03/2023]
Abstract
The authors discuss the newly adopted global diabetes targets and their potential role in driving funding, advocacy, research, and clinical care to reduce the massive global disparities in access to quality diabetes care.
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Affiliation(s)
- Jeremy I. Schwartz
- Section of General Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
- Uganda Initiative for Integrated Management of Non-Communicable Diseases, Kampala, Uganda
- Coalition for Access to NCD Medicines and Products.
| | - Kaushik Ramaiya
- Coalition for Access to NCD Medicines and Products.
- Department of Internal Medicine, Shree Hindu Mandal Hospital, Dar es Salaam, Tanzania
| | - Margo Warren
- Coalition for Access to NCD Medicines and Products.
- Access to Medicine Foundation, Amsterdam, The Netherlands
| | - Prashant Yadav
- Coalition for Access to NCD Medicines and Products.
- Center for Global Development, Washington, DC, USA
- Technology and Operations Management, INSEAD, Fontainebleau, France
| | - Grace Castillo
- Coalition for Access to NCD Medicines and Products.
- PATH, Seattle, WA, USA
| | - Roshini George
- Coalition for Access to NCD Medicines and Products.
- PATH, Seattle, WA, USA
| | - Helen McGuire
- Coalition for Access to NCD Medicines and Products.
- PATH, Seattle, WA, USA
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Davidson MB. Human Insulin as an Antidote to the High Cost of Insulin: Clinical Insignificance of Pharmacokinetic/Pharmacodynamic Differences. Clin Diabetes 2023; 41:438-441. [PMID: 37456099 PMCID: PMC10338278 DOI: 10.2337/cd22-0106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
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Lin Y, Shao H, Fonseca V, Shi L. Exacerbation of financial burden of insulin and overall glucose-lowing medications among uninsured population with diabetes. J Diabetes 2023; 15:215-223. [PMID: 36751859 PMCID: PMC10036254 DOI: 10.1111/1753-0407.13360] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 12/28/2022] [Accepted: 01/03/2023] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND Approximately 7.4 million Americans with diabetes used insulin. This study aimed to document the 10-year trend of insulin and other glucose-lowering medications expenditure among insured and uninsured populations and to examine the impact of insulin out-of-pocket (OOP) payment and insurance status on glucose-lowering medication OOP expenditure. METHODS We extracted data from the Medical Expenditure Panel Survey (2009-2018) to document trends in the expenditure of insulin among people with diabetes. Total expenditures and OOP spending per person were documented on insulin and noninsulin glucose-lowering medications among insured and uninsured populations. Multivariable regression was applied to assess the association of insulin OOP payment and insurance status on glucose-lowering medication OOP expenditure. RESULTS Although insulin usage was stable over the decades, total insulin expenditure almost doubled per person per year after the Affordable Care Act (ACA) regardless of the insurance status. The OOP cost of insulin by the uninsured population increased from $1678 per person per year in the pre-ACA period to $2800 per person per year in the post-ACA period. After the ACA was enacted, the uninsured population had $403.96 and $143.64 more on OOP costs than the people with public and private insurance, respectively. CONCLUSION For insured people, the rising financial burden of insulin was borne mainly by insurance. The uninsured population is bearing a heavy burden due to the high price of insulin. Policymakers should take action to reduce the insulin price and improve the transparency of the insulin pricing process.
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Affiliation(s)
- Yilu Lin
- Department of Health Policy and Management, School of Public Health and Tropical MedicineTulane UniversityNew OrleansLouisianaUnited States
| | - Hui Shao
- Department of Pharmaceutical Outcomes and Policy, College of PharmacyUniversity of FloridaGainesvilleFloridaUnited States
| | - Vivian Fonseca
- Department of Medicine and Pharmacology, School of MedicineTulane UniversityNew OrleansLouisianaUnited States
| | - Lizheng Shi
- Department of Health Policy and Management, School of Public Health and Tropical MedicineTulane UniversityNew OrleansLouisianaUnited States
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Wong R, Mehta T, Very B, Luo J, Feterik K, Crotty BH, Epstein JA, Fliotsos MJ, Kashyap N, Smith E, Woreta FA, Schwartz JI. Where Do Real-Time Prescription Benefit Tools Fit in the Landscape of High US Prescription Medication Costs? A Narrative Review. J Gen Intern Med 2023; 38:1038-1045. [PMID: 36441366 PMCID: PMC10039141 DOI: 10.1007/s11606-022-07945-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 11/08/2022] [Indexed: 11/29/2022]
Abstract
The problem of unaffordable prescription medications in the United States is complex and can result in poor patient adherence to therapy, worse clinical outcomes, and high costs to the healthcare system. While providers are aware of the financial burden of healthcare for patients, there is a lack of actionable price transparency at the point of prescribing. Real-time prescription benefit (RTPB) tools are new electronic clinical decision support tools that retrieve patient- and medication-specific out-of-pocket cost information and display it to clinicians at the point of prescribing. The rise in US healthcare costs has been a major driver for efforts to increase medication price transparency, and mandates from the Centers for Medicare & Medicaid Services for Medicare Part D sponsors to adopt RTPB tools may spur integration of such tools into electronic health records. Although multiple factors affect the implementation of RTPB tools, there is limited evidence on outcomes. Further research will be needed to understand the impact of RTPB tools on end results such as prescribing behavior, out-of-pocket medication costs for patients, and adherence to pharmacologic treatment. We review the terminology and concepts essential in understanding the landscape of RTPB tools, implementation considerations, barriers to adoption, and directions for future research that will be important to patients, prescribers, health systems, and insurers.
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Affiliation(s)
- Rachel Wong
- Department of Biomedical Informatics, Renaissance School of Medicine at Stony Brook, Stony Brook, USA.
| | - Tanvi Mehta
- Duke University School of Medicine, Durham, USA
| | - Bradley Very
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - Jing Luo
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - Kristian Feterik
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - Bradley H Crotty
- Froedtert & the Medical College of Wisconsin Health Network, Milwaukee, WI, USA
| | - Jeremy A Epstein
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael J Fliotsos
- Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, CT, USA
| | - Nitu Kashyap
- Joint Data Analytics Team, Yale New Haven Hospital, New Haven, CT, USA
- Internal Medicine and Information Technology, Yale New Haven Health and Yale School of Medicine, New Haven, CT, USA
| | - Erika Smith
- Froedtert & the Medical College of Wisconsin Health Network, Milwaukee, WI, USA
| | - Fasika A Woreta
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeremy I Schwartz
- Section of General Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
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Pilla SJ, Meza KA, Schoenborn NL, Boyd CM, Maruthur NM, Chander G. A Qualitative Study of Perspectives of Older Adults on Deintensifying Diabetes Medications. J Gen Intern Med 2023; 38:1008-1015. [PMID: 36175758 PMCID: PMC10039184 DOI: 10.1007/s11606-022-07828-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/16/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND While many older adults with type 2 diabetes have tight glycemic control beyond guideline-recommended targets, deintensifying (stopping or dose-reducing) diabetes medications rarely occurs. OBJECTIVE To explore the perspectives of older adults with type 2 diabetes around deintensifying diabetes medications. DESIGN This qualitative study used individual semi-structured interviews, which included three clinical scenarios where deintensification may be indicated. PARTICIPANTS Twenty-four adults aged ≥65 years with medication-treated type 2 diabetes and hemoglobin A1c <7.5% were included (to thematic saturation) using a maximal variation sampling strategy for diabetes treatment and physician specialty. APPROACH Interviews were independently coded by two investigators and analyzed using a grounded theory approach. We identified major themes and subthemes and coded responses to the clinical scenarios as positive (in favor of deintensification), negative, or ambiguous. KEY RESULTS Participants' mean age was 74 years, half were women, and 58% used a sulfonylurea or insulin. The first of four major themes was fear of losing control of diabetes, which participants weighed against the benefits of taking less medication (Theme 2). Few participants viewed glycemic control below target as a reason for deintensification and a majority would restart the medication if their home glucose increased. Some participants were anchored to their current diabetes treatment (Theme 3) driven by unrealistic views of medication benefits. A trusting patient-provider relationship (Theme 4) was a positive influence. In clinical scenarios, 8%, 4%, and 75% of participants viewed deintensification positively in the setting of poor health, limited life expectancy, and high hypoglycemia risk, respectively. CONCLUSIONS Optimizing deintensification requires patient education that describes both individualized glycemic targets and how they will change over the lifespan. Deintensification is an opportunity for shared decision-making, but providers must understand patients' beliefs about their medications and address misconceptions. Hypoglycemia prevention may be a helpful framing for discussing deintensification.
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Affiliation(s)
- Scott J Pilla
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD, USA.
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Kayla A Meza
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nancy L Schoenborn
- Department of Medicine, Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia M Boyd
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Medicine, Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nisa M Maruthur
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Geetanjali Chander
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
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Greenlee MC, Bolen S, Chong W, Dokun A, Gonzalvo J, Hawkins M, Herman WH, Leake E, Linder B, Conlin PR. The National Clinical Care Commission Report to Congress: Leveraging Federal Policies and Programs to Improve Diabetes Treatment and Reduce Complications. Diabetes Care 2023; 46:e51-e59. [PMID: 36701593 PMCID: PMC9887628 DOI: 10.2337/dc22-0621] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 09/08/2022] [Indexed: 01/27/2023]
Abstract
The Treatment and Complications subcommittee of the National Clinical Care Commission focused on factors likely to improve the delivery of high-quality care to all people with diabetes. The gap between available resources and the needs of people living with diabetes adversely impacts both treatment and outcomes. The Commission's recommendations are designed to bridge this gap. At the patient level, the Commission recommends reducing barriers and streamlining administrative processes to improve access to diabetes self-management training, diabetes devices, virtual care, and insulin. At the practice level, we recommend enhancing programs that support team-based care and developing capacity to support technology-enabled mentoring interventions. At the health system level, we recommend that the Department of Health and Human Services routinely assess the needs of the health care workforce and ensure funding of training programs directed to meet those needs. At the health policy level, we recommend establishing a process to identify and ensure pre-deductible insurance coverage for high-value diabetes treatments and services and developing a quality measure that reduces risk of hypoglycemia and enhances patient safety. We also identified several areas that need additional research, such as studying the barriers to uptake of diabetes self-management education and support, exploring methods to implement team-based care, and evaluating the importance of digital connectivity as a social determinant of health. The Commission strongly encourages Congress, the Department of Health and Human Services, and other federal departments and agencies to take swift action to implement these recommendations to improve health outcomes and quality of life among people living with diabetes.
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Affiliation(s)
| | - Shari Bolen
- Population Health Research Institute and Center for Health Care Research and Policy, Case Western Reserve at The MetroHealth System, Cleveland, OH
| | - William Chong
- Office of Generic Drugs, Center for Drug Evaluation and Research, Food and Drug Administration, Rockville, MD
| | - Ayotunde Dokun
- Division of Endocrinology and Metabolism, Carver School of Medicine, University of Iowa, Iowa City, IA
| | - Jasmine Gonzalvo
- Center for Health Equity and Innovation, Purdue University, Indianapolis, IN
| | - Meredith Hawkins
- Global Diabetes Institute, Albert Einstein College of Medicine, Bronx, NY
| | | | - Ellen Leake
- Juvenile Diabetes Research Foundation, Jackson, MS
| | - Barbara Linder
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Paul R. Conlin
- Department of Veterans Affairs Boston Healthcare System, Boston, MA
- Harvard Medical School, Boston, MA
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Li P, Zhang P, Guan D, Guo J, Zhang Y, Pavkov ME, McKeever Bullard K, Shao H. Changes in racial and ethnic disparities in glucose-lowering drug utilization and glycated haemoglobin A1c in US adults with diabetes: 2005-2018. Diabetes Obes Metab 2023; 25:516-525. [PMID: 36251173 PMCID: PMC9812896 DOI: 10.1111/dom.14894] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 09/28/2022] [Accepted: 10/09/2022] [Indexed: 02/02/2023]
Abstract
AIM To examine changes in racial and ethnic disparities in glucose-lowering drugs (GLD) use and glycated haemoglobin A1c in US adults with diabetes from 2005 to 2018. METHODS We conducted pooled cross-sectional analysis using data from the 2005-2018 Medical Expenditure Panel Surveys, and the 2005-2018 National Health and Nutrition Examination Survey. Individuals ≥18 years with diabetes were included. Racial and ethnic disparities were measured in (a) newer non-insulin GLD use; (b) insulin analogue use; (c) non-insulin GLDs adherence; (d) insulin adherence; and (e) glucose management, along with (f) the proportion of the disparities explained by potential contributing factors. RESULTS From 2005 to 2018, racial and ethnic disparities persisted in newer GLD use, non-insulin GLDs adherence, insulin analogue use and glucose management. In 2018, compared with non-Hispanic white adults, non-Hispanic black, Hispanic and other race/ethnicity groups had lower rates of using newer GLDs (adjusted risk ratio: 0.44, 0.52, 0.64, respectively; p < .05 for all) and insulin analogues (adjusted risk ratio: 0.93, 0.89, 0.95, respectively; p < .05 for all except other groups), lower non-insulin GLD adherence (proportion of days covered: -4.5%, -5.6%, -4.3%, respectively; p < .05 for all), higher glycated haemoglobin A1c (0.29%, 0.32%, 0.02%, respectively; p < .05 for all except other group), and similar insulin adherences. Socioeconomic and health status were the main contributors to these disparities. CONCLUSIONS Our findings provide evidence of racial and ethnic disparities in newer GLD use and quality of care in glucose management. Our study results can inform decision-makers of the status of racial and ethnic disparities and identify ways to reduce these disparities.
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Affiliation(s)
- Piaopiao Li
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Ping Zhang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Dawei Guan
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Jingchuan Guo
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Evaluation and Policy, University of Florida College of Pharmacy, Gainesville, FL, USA
| | - Yongkang Zhang
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA
| | - Meda E. Pavkov
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Kai McKeever Bullard
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Hui Shao
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Evaluation and Policy, University of Florida College of Pharmacy, Gainesville, FL, USA
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Everson J, Henderson SC, Cheng A, Senft N, Whitmore C, Dusetzina SB. Demand for and Occurrence of Medication Cost Conversations: A Narrative Review. Med Care Res Rev 2023; 80:16-29. [PMID: 35808853 DOI: 10.1177/10775587221108042] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
High medication prices can create a financial burden for patients and reduce medication initiation. To improve decision making, public policy is supporting development of tools to provide real-time prescription drug prices. We reviewed the literature on medication cost conversations to characterize the context in which these tools may be used. Our review included 42 articles: a median of 84% of patients across four clinical specialties reported a desire for cost conversations (n = 7 articles) but only 23% reported having held a cost conversation across six specialties (n = 16 articles). Non-White and older patients were less likely to report having held a cost conversation than White and younger patients in 9 of 13 and 5 of 9 articles, respectively, examining these associations. Our review indicates that tools providing price information may not result in improved decision making without complementary interventions that increase the frequency of cost conversations with a focus on protected groups.
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Affiliation(s)
- Jordan Everson
- Vanderbilt University School of Medicine, Nashville, TN, USA
| | | | - Audrey Cheng
- Vanderbilt University School of Medicine, Nashville, TN, USA
| | | | | | - Stacie B Dusetzina
- Vanderbilt University School of Medicine, Nashville, TN, USA.,Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
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Andersen G, Singh G, Murugesan SMN, Gogineni R, Sharma N, Panda J, Marwah A, Loganathan S, Athalye SN. Pharmacokinetic and pharmacodynamic equivalence of Biocon's biosimilar insulin N with US-licensed Humulin® N formulation in healthy subjects: Results from the RHINE-2 (Recombinant Human INsulin Equivalence-2) study. Diabetes Obes Metab 2023; 25:1485-1494. [PMID: 36708333 DOI: 10.1111/dom.14994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 01/29/2023]
Abstract
AIM To establish the pharmacokinetic (PK) and pharmacodynamic (PD) equivalence of proposed biosimilar Insulin N (Biocon's Insulin-N; Biocon Biologics Ltd., Bangalore, India) and US-licensed Humulin® N (Humulin-N; Eli Lilly and Company, Indianapolis, IN, USA) in healthy subjects. MATERIALS AND METHODS This was a phase-1, single-centre, double-blind, randomized, three-period, six-sequence, partially replicated, crossover, 24-h euglycaemic clamp study. Overall, 90 healthy subjects were randomized, of whom 85 completed the study. The subjects received either two single doses of Biocon's Insulin-N and a single dose of Humulin-N or two single doses of Humulin-N and a single dose of Biocon's Insulin-N subcutaneously at a dose of 0.4 IU/kg. The primary PK endpoints were the area under the insulin concentration-time curve from 0 to 24 h (AUCins.0-24h ) and the maximum insulin concentration (Cins.max ). The primary PD endpoints were the area under the glucose infusion rate (GIR) curve from 0 to 24 h (AUCGIR.0-24h ) and the maximum GIR (GIRmax ). RESULTS Biocon's Insulin-N was found to be equivalent to Humulin-N for the primary PK (geometric 90% confidence interval for the least squares mean ratio: AUCins.0-24h , 100.98%-115.66% and Cins.max , 95.91%-110.16%) and PD endpoints (intra-subject variability ≥0.294; 95% upper confidence interval [(μT - μR)2 - θσ2 WR] <0; point estimates of geometric least squares mean ratio: AUCGIR.0-24h , 104.61% and GIRmax , 100.81%). The safety profile of Biocon's Insulin-N was similar to that of Humulin-N, and no serious adverse events were reported. CONCLUSION PK and PD equivalence was shown between Biocon's Insulin-N and Humulin-N in healthy subjects, and both treatments were well tolerated and considered safe.
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Shakya P, Shrestha A, Karmacharya BM, Morisky DE, Kulseng BE. Factors Associated with Medication Adherence among Patients with Type 2 Diabetes Mellitus: A Hospital-Based Cross-Sectional Study in Nepal. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1537. [PMID: 36674292 PMCID: PMC9866714 DOI: 10.3390/ijerph20021537] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/07/2023] [Accepted: 01/11/2023] [Indexed: 06/17/2023]
Abstract
As diabetes increases globally, high mortality increases due to complications of uncontrolled sugar. Medication adherence is important to control blood sugar and prevent its complications. Objective of the study was to identify factors associated with medication adherence among type 2 diabetes patients. A cross-sectional study was conducted among 343 patients visiting Dhulikhel Hospital, Nepal, for their fasting blood sugar test from September to December 2016. Inclusion criteria: patients with type 2 diabetes, under diabetes medication for past three months (minimum), age ≥ 18 years. The outcome of the study was medication adherence measured using the eight-item Morisky medication adherence scale (MMAS-8) (© 2006 Donald E. Morisky). Multivariate logistic regression was used for the analysis. Results showed that 61% of respondents had high medication adherence; adherence was positively associated with formal education [AOR: 2.43 (95% CI: 1.34, 4.39)] and attendance at diabetes counseling [AOR: 1.76 (95% CI: 1.02, 3.04)] after adjusting for age, occupation, medicine intake duration and diabetes medicine types. The study concluded that formal education and attendance at diabetes counseling positively affected patients' adherence to medicine. We encourage healthcare institutions to provide counseling services to all the patients with type 2 diabetes and focus more on those who are less educated.
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Affiliation(s)
- Pushpanjali Shakya
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 8905, N-7491 Trondheim, Norway
| | - Archana Shrestha
- Department of Public Health and Community Programs, Kathmandu University School of Medical Sciences, Dhulikhel 45200, Nepal
- Institute for Implementation Science and Health, Kathmandu 44600, Nepal
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT 06520-0834, USA
| | - Biraj Man Karmacharya
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 8905, N-7491 Trondheim, Norway
- Department of Public Health and Community Programs, Kathmandu University School of Medical Sciences, Dhulikhel 45200, Nepal
| | - Donald E. Morisky
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA 90095-1772, USA
| | - Bård Eirik Kulseng
- Centre for Obesity Research, Department of Surgery, St. Olavs Hospital—Trondheim University Hospital, N-7006 Trondheim, Norway
- Department of Clinical and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology, N-7491 Trondheim, Norway
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Li M, Yuan J, Lu K. Estimates of Insulin Out-of-Pocket Cap-Associated Prescription Satisfaction, Adherence, and Affordability Among Medicare Beneficiaries. JAMA Netw Open 2023; 6:e2251208. [PMID: 36637822 PMCID: PMC9857611 DOI: 10.1001/jamanetworkopen.2022.51208] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
This survey study examines the association of the Inflation Reduction Act of 2022 insulin out-of-pocket cap with prescription satisfaction, adherence, and affordability among Medicare beneficiaries and associated disparities.
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Affiliation(s)
- Minghui Li
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Memphis
| | - Jing Yuan
- Department of Clinical Pharmacy, School of Pharmacy, Fudan University, Shanghai, China
| | - Kevin Lu
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina, Columbia
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Wilcox AE, Lipska KJ, Weinzimer SA, Gujral J, Arakaki A, Kerandi L, Nally LM. Navigating barriers to affording and obtaining insulin and diabetes supplies. J Diabetes 2023; 15:71-75. [PMID: 36562281 PMCID: PMC9870729 DOI: 10.1111/1753-0407.13344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 11/17/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
Highlights Our study suggests that people with diabetes (PWD) face issues of affording and obtaining insulin and diabetes supplies, even in a population predominantly on private health insurance. Financially independent young adults reported increased compensatory strategies and resulting perilous behaviors to ration or obtain insulin and supplies, indicating that additional issues may arise once transitioning into adulthood. This study suggests that improved access and affordability of insulin and diabetes supplies is needed to reduce the financial burden and prevent adverse outcomes among PWD.
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Affiliation(s)
| | - Kasia J. Lipska
- Department of Internal MedicineYale School of MedicineNew HavenConnecticutUSA
| | | | - Jasmine Gujral
- Department of PediatricsYale School of MedicineNew HavenConnecticutUSA
| | | | - Linda Kerandi
- Frank H. Netter School of MedicineNew HavenConnecticutUSA
| | - Laura M. Nally
- Department of PediatricsYale School of MedicineNew HavenConnecticutUSA
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Le P, Bui TC, Abramowitz J, Herman WH, Misra-Hebert AD, Rothberg MB. Trends in Use of High-Cost Antihyperglycemic Drugs Among US Adults with Type 2 Diabetes. J Gen Intern Med 2023; 38:49-56. [PMID: 35484365 PMCID: PMC9849515 DOI: 10.1007/s11606-022-07621-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 04/13/2022] [Indexed: 01/22/2023]
Abstract
BACKGROUND Some antihyperglycemic drugs can reduce cardiovascular events, slow the progression of kidney disease, and prevent death, but they are more expensive than older drugs. OBJECTIVES (1) To estimate trends in use of antihyperglycemic drugs by cost; (2) to examine use of high-cost drugs by race/ethnicity, income, and insurance status DESIGN: Cross-sectional analysis of the 2003-2018 National Health and Nutrition Examination Survey PARTICIPANTS: US adults ≥18 years with type 2 diabetes EXPOSURES: Race/ethnicity, income, and insurance status MAIN MEASURES: Low-cost noninsulin medications included any drugs that had at least one generic version approved by the Food and Drug Administration. Human regular, NPH, and premixed NPH/regular 70/30 insulins were classified as low-cost. All other noninsulin medications and insulins were considered high-cost KEY RESULTS: The sample included 7,394 patients. Prevalence of use of low-cost noninsulin drugs increased from 37% in 2003-2004 to 52% in 2017-2018. Use of high-cost noninsulin drugs decreased from 2003-2004 to 2013-2014 and then slowly increased. Use of low-cost insulin decreased from 7 to 2% while high-cost insulin rose from 4 to 16%. In multivariable analysis, non-White patients had 25-35% lower odds of receiving high-cost drugs than non-Hispanic Whites. Health insurance was associated with more than twice the odds of having high-cost drugs compared to no insurance. Patients with higher HbA1c or moderate obesity were also more likely to use high-cost drugs. Sex, income, and insurance type were not associated with receipt of high-cost drugs. CONCLUSIONS There was a shift in utilization from high- to low-cost noninsulin drugs, but since 2013-2014 the trend has slowly reversed with increased use of newer, more expensive drug classes. High-cost insulin analogs have almost completely replaced lower cost human insulins. Disparities in receipt of diabetes drugs by race/ethnicity and insurance must be addressed to ensure that cost is not a barrier for disadvantaged populations.
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Affiliation(s)
- Phuc Le
- Center for Value-based Care Research, Cleveland Clinic Community Care, Cleveland Clinic, Cleveland, OH, USA.
| | - Thanh C Bui
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Department of Family and Preventive Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Joelle Abramowitz
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - William H Herman
- University of Michigan School of Public Health, Ann Arbor, MI, USA
- University of Michigan School of Medicine, Ann Arbor, MI, USA
| | - Anita D Misra-Hebert
- Center for Value-based Care Research, Cleveland Clinic Community Care, Cleveland Clinic, Cleveland, OH, USA
- Healthcare Delivery and Implementation Science Center, Cleveland Clinic, Cleveland, OH, USA
| | - Michael B Rothberg
- Center for Value-based Care Research, Cleveland Clinic Community Care, Cleveland Clinic, Cleveland, OH, USA
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Willcoxon T, Hess R. A Survey Snapshot Measuring Insulin Underuse in a Primary Care Clinic. Ann Fam Med 2023; 21:70-72. [PMID: 36690479 PMCID: PMC9870629 DOI: 10.1370/afm.2899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 09/08/2022] [Accepted: 09/20/2022] [Indexed: 01/24/2023] Open
Abstract
The rising cost of insulin has created problems for physicians in the management of diabetes. The objective of our study was to determine the prevalence of cost-related insulin underuse in a primary care environment. We administered surveys to adult respondents diagnosed with diabetes who were prescribed insulin in the last 12 months. The primary outcome measured was the frequency of cost-related underuse of insulin within the last year. Ninety respondents completed the survey with results indicating 44% experienced cost-related suboptimal therapy. Prevalence of insulin underuse remains high in primary care and prescribers should regularly assess medication cost barriers with all patients.
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Affiliation(s)
- Tess Willcoxon
- Bill Gatton College of Pharmacy, East Tennessee State University, Johnson City, Tennessee
| | - Rick Hess
- Department of Pharmacy Practice, Bill Gatton College of Pharmacy, East Tennessee State University, Johnson City, Tennessee
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ElSayed NA, Aleppo G, Aroda VR, Bannuru RR, Brown FM, Bruemmer D, Collins BS, Hilliard ME, Isaacs D, Johnson EL, Kahan S, Khunti K, Leon J, Lyons SK, Perry ML, Prahalad P, Pratley RE, Seley JJ, Stanton RC, Gabbay RA. 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2023. Diabetes Care 2023; 46:S10-S18. [PMID: 36507639 PMCID: PMC9810463 DOI: 10.2337/dc23-s001] [Citation(s) in RCA: 49] [Impact Index Per Article: 49.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, a multidisciplinary expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
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Kakani P, Chernew M, Chandra A. The Contribution of Price Growth to Pharmaceutical Revenue Growth in the United States: Evidence from Medicines Sold in Retail Pharmacies. JOURNAL OF HEALTH POLITICS, POLICY AND LAW 2022; 47:629-648. [PMID: 35867538 DOI: 10.1215/03616878-10041079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
CONTEXT To what extent does pharmaceutical revenue growth depend on new medicines versus increasing prices for existing medicines? Moreover, does using list prices, as is commonly done, instead of prices net of confidential rebates offered by manufacturers, which are harder to observe, change the relative importance of the sources of revenue growth? METHODS This study uses data from SSR Health LLC to address these research questions using decomposition methods that analyze list prices, prices net of rebates, and sales for branded pharmaceutical products sold primarily through retail pharmacies. FINDINGS From 2009 to 2019, retail pharmaceutical revenue growth was primarily driven by new products rather than by price increases on existing products. Failing to account for confidential rebates creates a more prominent role for price increases in explaining revenue growth, because list price inflation during this period was 10.9%, whereas net price inflation was 3.3%. CONCLUSIONS Policies that restrict price growth on existing medicines likely need to be coupled with policies that reduce launch prices to have a meaningful long-term impact on pharmaceutical revenue growth. Using pharmaceutical list prices is often an inadequate approximation for net prices because the role of rebates has increased and varies by drug class.
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Vitale RJ, Wentzell K, Laffel LM. "Fear That One Day I May Not Be Able to Afford Insulin": The Emotional Burden of Diabetes Costs During Emerging Adulthood. Diabetes Technol Ther 2022; 24:915-919. [PMID: 35947857 PMCID: PMC9700365 DOI: 10.1089/dia.2022.0170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Emerging adults (EAs) with type 1 diabetes (T1D) often experience challenges in diabetes management, in particular transitioning to financial independence. EAs 18-30 years of age with T1D completed online surveys about diabetes distress and an open-ended query about the most important worry among survey questions. Most of the 287 respondents (89.5%) endorsed "Agree" or "Somewhat agree" to the statement "I worry about the cost of diabetes." Responses did not differ by gender, age, diabetes duration, race/ethnicity, diabetes technology use, student status, income, or insurance status. However, a greater proportion of those not endorsing cost as a substantial burden achieved A1c <7% (92.9%) versus those who were neutral (46.2%) or who endorsed cost as a burden (50.6%) (P = 0.004). Furthermore, in open-ended responses, cost was the most frequently noted worry. Diabetes costs are a major concern for EAs, likely contributing to diabetes distress during this developmental stage, and clinicians should consider discussing diabetes costs with this population.
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Affiliation(s)
- Rebecca J. Vitale
- Pediatric, Adolescent, and Young Adult Section, Joslin Diabetes Center, Boston, Massachusetts, USA
- Division of Endocrinology, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Katherine Wentzell
- Pediatric, Adolescent, and Young Adult Section, Joslin Diabetes Center, Boston, Massachusetts, USA
| | - Lori M.B. Laffel
- Pediatric, Adolescent, and Young Adult Section, Joslin Diabetes Center, Boston, Massachusetts, USA
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Socal MP, Pegany V, Ghaly M. When States Step Up: California and the Case for State-Led Insulin Manufacturing. Ann Intern Med 2022; 175:1756-1758. [PMID: 36375148 DOI: 10.7326/m22-2339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Mariana P Socal
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (M.P.S.)
| | - Vishaal Pegany
- California Health and Human Services Agency, Sacramento, California (V.P., M.G.)
| | - Mark Ghaly
- California Health and Human Services Agency, Sacramento, California (V.P., M.G.)
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Gaffney A, Himmelstein DU, Woolhandler S. Prevalence and Correlates of Patient Rationing of Insulin in the United States: A National Survey. Ann Intern Med 2022; 175:1623-1626. [PMID: 36252243 DOI: 10.7326/m22-2477] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Adam Gaffney
- Department of Medicine, Cambridge Health Alliance, and Harvard Medical School, Cambridge, Massachusetts
| | - David U Himmelstein
- Hunter College, City University of New York, Department of Medicine, Cambridge Health Alliance, Harvard Medical School, and Public Citizen Health Research Group, New York, New York
| | - Steffie Woolhandler
- Hunter College, City University of New York, Department of Medicine, Cambridge Health Alliance, Harvard Medical School, and Public Citizen Health Research Group, New York, New York
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Shao H, Guan D, Fonseca V, Shi L, Basu A, Pop-Busui R, Ali MK, Brown J. Economic Evaluation of the $35 Insulin Copay Cap Policy in Medicare and Its Implication for Future Interventions. Diabetes Care 2022; 45:e161-e162. [PMID: 36099174 PMCID: PMC9862367 DOI: 10.2337/dc22-1230] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 07/20/2022] [Indexed: 02/05/2023]
Affiliation(s)
- Hui Shao
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Evaluation and Policy, University of Florida College of Pharmacy, Gainesville, FL
| | - Dawei Guan
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Evaluation and Policy, University of Florida College of Pharmacy, Gainesville, FL
| | - Vivian Fonseca
- Department of Medicine and Pharmacology, School of Medicine, Tulane University, New Orleans, LA
| | - Lizheng Shi
- Department of Global Health Management and Policy, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
| | - Anirban Basu
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Departments of Pharmacy, Health Services, and Economics, University of Washington, Seattle, WA
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Mohammed K Ali
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia.,Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, Georgia
| | - Joshua Brown
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Evaluation and Policy, University of Florida College of Pharmacy, Gainesville, FL
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Pham TT, Chen X, Barron J, Hart R, Abarca J, DeVries A. Effectiveness, safety and treatment adherence of biosimilar follow-on insulin in diabetes management. Diabetes Obes Metab 2022; 24:1989-1997. [PMID: 35670655 DOI: 10.1111/dom.14786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 05/25/2022] [Accepted: 06/06/2022] [Indexed: 11/29/2022]
Abstract
AIM To assess the change in HbA1c after initiation of biosimilar follow-on insulin (Basaglar) or reference insulin (Lantus) among patients with type 2 diabetes. We also compared treatment adherence, safety events and costs at 1 year after initiation of insulin. MATERIALS AND METHODS Using claims data from a large US health plan during 2016-2020, we identified adults with type 2 diabetes who initiated either Basaglar or Lantus. Generalized linear regression modelling assessed the differences in outcomes between the two groups. A 0.4% margin was used to determine non-inferiority for HbA1c. RESULTS The study included 1136 Basaglar users and 6304 Lantus users. Both Lantus and Basaglar groups showed more than 1% reduction in HbA1c over 6 months and over 12 months. Reduction in HbA1c with Basaglar was similar (non-inferior) to that with Lantus, with an adjusted difference of Basaglar to Lantus of 0.14% (95% CI -0.02 to 0.30) over 6 months and 0.17% (95% CI 0.02 to 0.32) over 12 months. Rates of adverse events were similar for both hypoglycaemia and vascular events. The Basaglar group showed higher adherence in terms of proportion of days covered (adjusted difference 0.06, 95% CI 0.04 to 0.08). Medical costs were similar, but the cost of Basaglar was lower (adjusted mean cost difference -$462, 95% CI -$556 to -$363) after adjustment. CONCLUSIONS In patients with type 2 diabetes, Basaglar provided similar glycaemic control compared with Lantus, had a similar safety profile and lower drug costs, and showed more favourable adherence.
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Affiliation(s)
- Timothy T Pham
- Enterprise Health Services Research, Anthem, Inc., Indianapolis, Indiana
| | - Xiaoxue Chen
- Enterprise Health Services Research, Anthem, Inc., Indianapolis, Indiana
| | | | | | | | - Andrea DeVries
- Enterprise Health Services Research, Anthem, Inc., Indianapolis, Indiana
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48
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Bouwmeester C. The Patient Living With Diabetes. Sr Care Pharm 2022; 37:474-476. [DOI: 10.4140/tcp.n.2022.474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Glynn A, Hernandez I, Roberts ET. Consequences of forgoing prescription drug subsidies among low-income Medicare beneficiaries with diabetes. Health Serv Res 2022; 57:1136-1144. [PMID: 35430735 PMCID: PMC9441281 DOI: 10.1111/1475-6773.13990] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/29/2022] [Accepted: 04/12/2022] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE The objective is to estimate the take-up of the Medicare Part D Low-Income Subsidy (LIS) among Medicare beneficiaries with diabetes and examine differences in out-of-pocket costs and prescription drug use between LIS enrollees and LIS-eligible non-enrollees. The LIS reduces out-of-pocket drug costs for low-income beneficiaries; however, not all LIS-eligible individuals are enrolled. Take-up of the LIS, and consequences of forgoing this benefit among beneficiaries with diabetes, remains unknown. DATA SOURCES Health and Retirement Study linked to Medicare administrative data from 2008 to 2016. STUDY DESIGN We conducted two analyses among beneficiaries with diabetes. First, we estimated LIS take-up stratified by income (≤100% of the Federal Poverty Level [FPL] and >100% to ≤150% of FPL). Second, to assess the consequences of forgoing the LIS among near-poor beneficiaries (incomes >100% to ≤150% of FPL), we conducted propensity score-weighted regression analyses to compare out-of-pocket costs, the prescription drug use, and cost-related medication non-adherence among LIS enrollees and LIS-eligible non-enrollees. DATA COLLECTION/DATA EXTRACTION N/A. PRINCIPAL FINDINGS Among Medicare beneficiaries with diabetes, 68.1% of those with incomes >100% to ≤150% of FPL received the LIS, while 90.3% with incomes ≤100% of FPL received the LIS. Among near-poor beneficiaries, LIS-eligible non-enrollees incurred higher annual out-of-pocket drug spending ($518; 95 [in USD]% CI: $370 [in USD], $667 [in USD]; p < 0.001), filled 7.3 fewer prescriptions for diabetes, hypertension, and hyperlipidemia drugs (95% CI: -11.1, -3.5; p < 0.001), and were 8.9 percentage points more likely to report skipping drugs due to cost (95% CI: 0.3, 18.0; p = 0.04), all compared to LIS enrollees. CONCLUSIONS Despite providing substantial financial assistance with prescription drug costs, the LIS is under-utilized among beneficiaries with chronic conditions requiring routine medication use. As policy makers discuss Part D reforms to address rising out-of-pocket drug costs, they should consider strategies to increase participation in existing programs that alleviate cost burdens among low-income Medicare beneficiaries.
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Affiliation(s)
- Alexandra Glynn
- Department of Health Policy and Management, Graduate School of Public HealthUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Inmaculada Hernandez
- Skaggs School of Pharmacy and Pharmaceutical SciencesUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Eric T. Roberts
- Department of Health Policy and Management, Graduate School of Public HealthUniversity of PittsburghPittsburghPennsylvaniaUSA
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O'Neill S. Update on technologies, medicines and treatments. Diabet Med 2022; 39:e14899. [PMID: 35730165 DOI: 10.1111/dme.14899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/10/2022] [Indexed: 11/25/2022]
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