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Xue L, Strotmeyer ES, Zgibor J, Costacou T, Boudreau R, Kelley D, Donohue JM. Cardiovascular disease risk and the time to insulin initiation for Medicaid enrollees with type 2 diabetes. JOURNAL OF CLINICAL AND TRANSLATIONAL ENDOCRINOLOGY 2020; 22:100241. [PMID: 33294383 PMCID: PMC7691549 DOI: 10.1016/j.jcte.2020.100241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 10/30/2020] [Accepted: 11/09/2020] [Indexed: 01/01/2023]
Abstract
No CVD benefits gains from early insulin initiation in young T2D individuals. CVD possibly pre-exists or concurrent to insulin initiation or first-line therapy. Young T2D individuals needs additional management of hypertension and dyslipidemia. CVD risk before insulin initiation is examined by innovative methods in large cohort.
Aims We evaluated the relationship between the timing of insulin initiation and cardiovascular diseases (CVD) risk in Pennsylvania Medicaid enrollees with type 2 diabetes (T2D). Methods We included 17,873 enrollees (age 47.4 ± 10.3 years; range 18–64 years) initially treated with non-insulin glucose-lowering agents (GLAs) in 2008–2016. Based on clinical guidelines, we identified early (N = 1,158; 6%; insulin initiation ≤ 6 months after first-line GLAs), in-time (N = 569; 3%; 6–12 months), delayed (N = 2,761; 15%; >12 months), and non-insulin users (N = 13,385; 75%). The Prentice-Williams-Peterson (PWP) models with inverse probability weighting estimated CVD risk across the four groups and the change in risk after insulin initiation. Results Regardless of time to insulin initiation, insulin users had higher CVD risks after first-line GLAs than non-insulin users (aHR: early: 2.0 [1.5–2.5], in-time: 1.8 [1.2–2.6], delayed: 1.9 [1.6–2.3]). However, we found only a borderline increase in CVD risk after insulin initiation vs. before in early (aHR: 1.4 [1.1–1.8]) and delayed users (aHR: 1.3 [1.0–1.7]), and no increase in in-time users (aHR: 1.3 [0.9–2.0]). Conclusions We observed no gains in CVD benefits from insulin initiation in the early stages of pharmacotherapy possibly because CVD developed before insulin initiation. Additional management of hypertension and dyslipidemia may be important to reduce CVD risk in this young and middle-aged T2D cohort.
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Affiliation(s)
- Lingshu Xue
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Elsa S Strotmeyer
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Janice Zgibor
- College of Public Health, University of South Florida, Tampa, FL 33612, USA
| | - Tina Costacou
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Robert Boudreau
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - David Kelley
- Office of Medical Assistance Programs, Pennsylvania Department of Human Services, USA
| | - Julie M Donohue
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
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Jodar E, Artola S, Garcia-Moll X, Uría E, López-Martínez N, Palomino R, Martín V. Incidence and costs of cardiovascular events in Spanish patients with type 2 diabetes mellitus: a comparison with general population, 2015. BMJ Open Diabetes Res Care 2020; 8:8/1/e001130. [PMID: 32747385 PMCID: PMC7398090 DOI: 10.1136/bmjdrc-2019-001130] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 06/02/2020] [Accepted: 06/08/2020] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Cardiovascular (CV) disease affects a high percentage of patients with type 2 diabetes mellitus (T2DM), especially in the hospital setting, impacting on mortality, complications, quality of life and use of health resources. The aim of this study was to estimate the incidence, mean length of hospital stay (LOHS) and costs attributable to hospital admissions due to CV events in patients with T2DM versus patients without diabetes mellitus (non-DM) in Spain. RESEARCH DESIGN AND METHODS Retrospective observational study based on the Spanish National Hospital Discharge Database for 2015. Hospital admissions for patients aged ≥35 years with a diagnosis of CV death, non-fatal acute myocardial infarction (AMI), non-fatal stroke, unstable angina, heart failure and revascularization were evaluated. The International Classification of Diseases, Ninth Revision (250.x0 or 250.x2) coding was used to classify records of patients with T2DM. For each CV complication, the hospital discharges of the two groups, T2DM and non-DM, were precisely matched and the number of hospital discharges, patients, LOHS and mean cost were quantified. Additional analyses assessed the robustness of the results. RESULTS Of the 276 925 hospital discharges analyzed, 34.71% corresponded to patients with T2DM. A higher incidence was observed in all the CV complications studied in the T2DM population, with a relative risk exceeding 2 in all cases. The mean LOHS (days) was longer in the T2DM versus the non-DM group for: non-fatal AMI (7.63 vs 7.02, p<0.001), unstable angina (5.11 vs 4.78, p=0.009) and revascularization (7.96 vs 7.57, p<0.001). The mean cost per hospital discharge was higher in the T2DM versus the non-DM group for non-fatal AMI (€6891 vs €6876, p=0.029) and unstable angina (€3386 vs €3304, p<0.001). CONCLUSIONS Patients with T2DM had a higher incidence and number of hospital admissions per patient due to CV events versus the non-DM population. This generates a significant clinical and economic burden given the longer admission stay and higher costs associated with some of these complications.
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Affiliation(s)
- Esteban Jodar
- Department of Endocrinology and Nutrition, Quirón Salud Madrid and Ruber Juan Bravo University Hospitals, Universidad Europea de Madrid, Madrid, Spain
| | - Sara Artola
- José Marvá Health Centre, RedGDPS Foundation, Madrid, Spain
| | - Xavier Garcia-Moll
- Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, IIB-Sant Pau Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain
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Weng W, Tian Y, Kong SX, Ganguly R, Hersloev M, Brett J, Hobbs T. Impact of atherosclerotic cardiovascular disease on healthcare resource utilization and costs in patients with type 2 diabetes mellitus in a real-world setting. Clin Diabetes Endocrinol 2020; 6:5. [PMID: 32158550 PMCID: PMC7057457 DOI: 10.1186/s40842-019-0090-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 12/13/2019] [Indexed: 12/25/2022] Open
Abstract
Background This study evaluated the impact of atherosclerotic cardiovascular disease (ASCVD) on healthcare resource utilization and costs in patients with type 2 diabetes mellitus (T2DM). Methods This study was a retrospective, cross-sectional study using US claims data. Adult patients with T2DM were stratified by presence or absence of ASCVD and compared regarding annual (2015) healthcare resource utilization and associated costs. Subgroup analyses were conducted for three age groups (18–44, 45–64, and ≥ 65 years). Results Among 1,202,596 eligible patients with T2DM, 45.2% had documented ASCVD. The proportions of patients with inpatient and ER-based resource utilization during 2015 were three-to-four times greater in the ASCVD cohort as compared to the non-ASCVD cohort for the categories of inpatient visits (15.6% vs 4.4% of patients), outpatient ER visits (18.4% vs 5.2% of patients), and inpatient ER visits (4.3% vs 0.9% of patients). Outpatient utilization also was higher among patients with ASCVD as compared to those without ASCVD (mean number of annual office visits per patient, 9.1 vs 5.6), and more than twice as many patients with ASCVD had ≥ 9 office visits (43.5% vs 19.8%). Average per-patient total healthcare cost was $22,977 for ASCVD vs $9735 for non-ASCVD, with medical costs primarily driving the difference ($17,849 vs $6079); the difference in pharmacy costs was smaller ($5128 vs $3656). In the 18–44, 45–64, and ≥ 65 age subgroups respectively, total annual healthcare costs were 143, 127, and 114% higher in ASCVD vs non-ASCVD patients. Conclusions These findings indicate significantly higher healthcare resource utilization and associated costs in patients having T2DM with ASCVD compared to T2DM without ASCVD.
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Affiliation(s)
- Wayne Weng
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
| | - Ye Tian
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
| | - Sheldon X Kong
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
| | - Rahul Ganguly
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
| | - Malene Hersloev
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
| | - Jason Brett
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
| | - Todd Hobbs
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536 USA
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Heile M, Wyne K, Billings LK, Cannon A, Handelsman Y, Shannon M. Cardiovascular Outcomes with Once-Weekly GLP-1 RAs: Clinical and Economic Implications. J Manag Care Spec Pharm 2018; 24:S42-S52. [PMID: 30156446 PMCID: PMC10408396 DOI: 10.18553/jmcp.2018.24.9-a.s42] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
UNLABELLED Type 2 diabetes mellitus (T2DM) is associated with an increased risk of atherosclerotic cardiovascular (ASCVD) disease, which is the largest contributor to the economic burden of diabetes. Minimization of disease morbidity through comprehensive management of ASCVD risk factors, including but not limited to hyperglycemia, is a key goal of T2DM therapy. Emerging evidence with some glucagon-like peptide-1 receptor agonists (GLP-1 RAs) points to beneficial effects across a range of atherosclerotic risk factors and possible improvement of some cardiovascular outcomes independent of these effects. Given these benefits, there has been substantial interest in evaluating the cardiovascular safety of GLP-1 RAs as well as their potential to reduce the risk of major adverse cardiac events (MACE). Following the superior clinical outcome with the once-daily GLP-1 RA liraglutide (Liraglutide Effect and Action in Diabetes: Evaluation of cardiovascular outcome Results [LEADER]), this review examines and summarizes the effects of once-weekly GLP-1 RAs, including exenatide extended release (ER), dulaglutide, and semaglutide, on reducing cardiovascular events in patients with T2DM. A phase 3 cardiovascular outcomes trial (EXSCEL) of exenatide ER found no significant difference between exenatide ER and placebo in reducing MACE in patients with T2DM. In a phase 3 premarketing trial in T2DM patients at high risk of cardiovascular disease (SUSTAIN-6), semaglutide significantly reduced the risks of MACE and non-fatal stroke compared with placebo. A phase 3 study (REWIND) is underway to evaluate the effects of dulaglutide on MACE. Considering the substantial costs of cardiovascular disease in patients with T2DM, it will be of interest to assess the impact of treatment with once-weekly GLP-1 RAs on cardiovascular disease-related costs among patients with T2DM. DISCLOSURES This supplement was funded by Novo Nordisk. Heile reports speaker fees from and has served as advisor to Novo Nordisk. Billings reports personal fees from Dexcom, Novo Nordisk, and Sanofi. Cannon reports speaker fees and owns stock in Novo Nordisk. Handelsman reports research grants from Amgen, AstraZeneca, Bristol-Myers Squibb, Boehringer Ingelheim, Grifols, Janssen, Lexicon, Merck, Novo Nordisk, Regeneron, and Sanofi; speaker fees from Amarin, Amgen, AstraZeneca, Boehringer Ingelheim-Lilly, Janssen, Merck, Novo Nordisk, Regeneron, and Sanofi; and has served in advisory capacity to Amarin, Amgen, AstraZeneca, Boehringer Ingelheim, Eisai, Intarcia, Janssen, Lilly, Merck, Merck-Pfizer, Novo Nordisk, Regeneron, and Sanofi. Shannon reports consultant and speaker fees from Novo Nordisk and Boehringer Ingelheim-Lilly Alliance. Wyne has nothing to disclose.
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Affiliation(s)
| | - Kathleen Wyne
- 2 The Ohio State University Wexner Medical Center, Columbus
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Abstract
An estimated 30.2 million Americans have diabetes, and this number is expected to increase based on trends over recent decades and compounded by an aging U.S. POPULATION As reviewed in this article, type 2 diabetes mellitus (T2DM) is associated with impaired health-related quality of life (HRQoL) and with a substantial socioeconomic burden. Compared with individuals without T2DM, those with T2DM have worse HRQoL, greater decrements in HRQoL over time, and possibly greater depressive symptomology. Diabetes-related complications and comorbidities (e.g., obesity and cardiovascular disease) are associated with worse HRQoL. Hypoglycemic episodes are associated with reduced HRQoL and greater levels of depression; they can also interfere with social and occupational activities. In turn, low HRQoL can be a driver for poor glycemic control. In 2012, the total estimated cost associated with diagnosed diabetes in the United States was $245 billion. Factors contributing to increased health care resource utilization and costs in patients with T2DM include medical comorbidities, diabetes-related complications, inadequate glycemic control, and hypoglycemic episodes. Readmission is a key driver of hospital-related costs and is more common among elderly patients with T2DM. Elderly patients with T2DM represent a particularly vulnerable population given that these patients may have varying degrees of physical and mental comorbidities that can increase their risk of hypoglycemia, falls, and depression. This review demonstrates that T2DM imposes a considerable burden on both the individual and society. Treatment strategies should consider the effects of treatment on HRQoL and on outcomes (e.g., complications and hypoglycemia) that affect both HRQoL and costs. Management strategies that maximize HRQoL while minimizing the risk of hypoglycemia and other treatment-related complications are particularly critical in the elderly. DISCLOSURES This supplement was funded by Novo Nordisk. Cannon reports speaker fees and owns stock in Novo Nordisk. Handelsman reports research grants from Amgen, AstraZeneca, Bristol-Myers Squibb, Boehringer Ingelheim, Grifols, Janssen, Lexicon, Merck, Novo Nordisk, Regeneron, and Sanofi; speaker fees from Amarin, Amgen, AstraZeneca, Boehringer Ingelheim-Lilly, Janssen, Merck, Novo Nordisk, Regeneron, and Sanofi; and has served in advisory capacity to Amarin, Amgen, AstraZeneca, Boehringer Ingelheim, Eisai, Intarcia, Janssen, Lilly, Merck, Merck-Pfizer, Novo Nordisk, Regeneron, and Sanofi. Heile reports speaker fees from and has served as advisor to Novo Nordisk. Shannon reports consultant and speaker fees from Novo Nordisk and Boehringer Ingelheim-Lilly Alliance.
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Szeto V, Chen NH, Sun HS, Feng ZP. The role of K ATP channels in cerebral ischemic stroke and diabetes. Acta Pharmacol Sin 2018; 39:683-694. [PMID: 29671418 PMCID: PMC5943906 DOI: 10.1038/aps.2018.10] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 02/19/2018] [Indexed: 12/18/2022] Open
Abstract
ATP-sensitive potassium (KATP) channels are ubiquitously expressed on the plasma membrane of cells in multiple organs, including the heart, pancreas and brain. KATP channels play important roles in controlling and regulating cellular functions in response to metabolic state, which are inhibited by ATP and activated by Mg-ADP, allowing the cell to couple cellular metabolic state (ATP/ADP ratio) to electrical activity of the cell membrane. KATP channels mediate insulin secretion in pancreatic islet beta cells, and controlling vascular tone. Under pathophysiological conditions, KATP channels play cytoprotective role in cardiac myocytes and neurons during ischemia and/or hypoxia. KATP channel is a hetero-octameric complex, consisting of four pore-forming Kir6.x and four regulatory sulfonylurea receptor SURx subunits. These subunits are differentially expressed in various cell types, thus determining the sensitivity of the cells to specific channel modifiers. Sulfonylurea class of antidiabetic drugs blocks KATP channels, which are neuroprotective in stroke, can be one of the high stoke risk factors for diabetic patients. In this review, we discussed the potential effects of KATP channel blockers when used under pathological conditions related to diabetics and cerebral ischemic stroke.
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Affiliation(s)
- Vivian Szeto
- Departments of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada M5S 1A8
| | - Nai-hong Chen
- Institute of Materia Medica, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100050, China
| | - Hong-shuo Sun
- Departments of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada M5S 1A8
- Surgery
- Pharmacology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada M5S 1A8
| | - Zhong-ping Feng
- Departments of Physiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada M5S 1A8
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Fitch K, Engel T, Sander S, Kuti E, Blumen H. Cardiovascular event incidence and cost in type 2 diabetes mellitus: a Medicare claims-based actuarial analysis. Curr Med Res Opin 2017. [PMID: 28641023 DOI: 10.1080/03007995.2017.1346595] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVE To assess the economic burden of cardiovascular events in Medicare beneficiaries with type 2 diabetes mellitus (T2DM). METHODS This claims-based actuarial analysis queried 2013 and 2014 Medicare 5% samples, defining a denominator of fee-for-service beneficiaries. Average per patient per month allowed cost ($PPPM) was calculated for T2DM, demographically adjusted non-T2DM, and denominator. Per member per month allowed cost ($PMPM) was calculated by dividing total population cost by member months in the denominator. Costs of five pre-specified cardiovascular events were calculated as a contribution to denominator $PMPM, as contribution to $PPPM in T2DM, and as incremental cost. RESULTS During the study period, 22.1% of Medicare fee-for-service beneficiaries had T2DM; of these, 9.68% experienced a cardiovascular event or cardiovascular-related death. T2DM cost represented 37.9% of total allowed $PMPM for the denominator. Average total allowed $PPPM for a T2DM beneficiary was $1,834, compared with $850 for a non-T2DM beneficiary (2.2-times higher). Annual rates of myocardial infarction, stroke, unstable angina admission, heart failure admission, and coronary revascularization in T2DM were 3.3-, 2.4-, 3.2-, 4.0-, and 2.8-times higher than in non-T2DM, and utilization of health services was also greater in T2DM. Cardiovascular events in T2DM accounted for 50% of denominator cardiovascular event cost; 3.6% of denominator population $PMPM was attributable to cardiovascular events in T2DM. Risk-adjusted incremental cardiovascular event cost represented 18.1% of $PPPM in T2DM or 6.9% of $PMPM in the denominator population. CONCLUSIONS Cardiovascular events in Medicare fee-for-service beneficiaries with T2DM contribute substantially to Medicare cardiovascular events, resource utilization, and cost.
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Affiliation(s)
| | | | - Stephen Sander
- b Boehringer Ingelheim Pharmaceuticals, Inc. , Ridgefield , CT , USA
| | - Effie Kuti
- b Boehringer Ingelheim Pharmaceuticals, Inc. , Ridgefield , CT , USA
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