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Huang MC, Yang YP, Hsiao HT, Lee MY. Development and Validation of the Scale of Hypoglycemia Self-Care Behavior in Type 2 Diabetes. Nurs Res 2025; 74:206-212. [PMID: 39853222 DOI: 10.1097/nnr.0000000000000808] [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] [Indexed: 01/26/2025]
Abstract
BACKGROUND Inappropriate dietary, exercise, and medication self-care behaviors among persons with diabetes can easily trigger hypoglycemia. Clinically, it is necessary to quickly identify high-risk groups for hypoglycemic events to provide targeted hypoglycemia education. However, there is currently a lack of precise tools to assess self-care behaviors related to hypoglycemia. OBJECTIVES The aim of the study was to develop and validate a hypoglycemia self-care behavior scale for evaluating the behaviors of persons with diabetes in handling and preventing hypoglycemic events. METHODS A cross-sectional study with purposive sampling was conducted to recruit 300 persons with Type 2 diabetes who had experienced hypoglycemic events from a medical center and a primary care clinic in southern Taiwan. Data were collected using a structured questionnaire from December 2021 to September 2023. RESULTS The original Hypoglycemia Self-Care Behavior Scale, comprising 26 items, was reduced to 17 items, measuring six factors after exploratory factor analysis. Subsequently, the scale was further refined to 10 items covering four factors through structural equation modeling. Validity and reliability were assessed during this process, and the developed scale was subsequently verified for both. Factor loadings ranged from .50-.97, explaining 76% of the total variance. The four factors included "hypoglycemia recognition and carbohydrate supplementation," "prevention of hypoglycemia during exercise," "carbohydrate assessment," and "seeking medical assistance." The Hypoglycemia Self-Care Behavior Scale-developed and validated through structural equation modeling-demonstrates satisfactory model fit, convergent validity, and discriminant validity. Internal consistency was within the range of .73-.94, indicating strong reliability. DISCUSSION The Hypoglycemia Self-Care Behavior Scale not only functions as a tool for the rapid assessment of self-care behaviors during hypoglycemic events by clinical healthcare professionals but can also serve as reference for hypoglycemia-related health education.
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Yu J, Ye A, Fei Y, Wang D, Zhang Y, Li X. Associated factors of oral frailty in older adults with long-term T2DM duration of more than 10 years. BMC Geriatr 2025; 25:259. [PMID: 40264005 PMCID: PMC12013054 DOI: 10.1186/s12877-025-05925-6] [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] [Received: 11/18/2024] [Accepted: 04/10/2025] [Indexed: 04/24/2025] Open
Abstract
OBJECTIVE To identify the factors that affect oral frailty in older adults with type 2 diabetes mellitus (T2DM) with long-term disease duration of more than 10 years. METHODS This cross-sectional study was conducted at a National Metabolic Center in China from October 2023 to March 2024. Participants with T2DM (aged ≥ 60 years and a disease duration > 10 years) underwent comprehensive dental examinations to assess functional natural teeth (FNT) counts and oral restoration behaviors. Oral frailty and cognitive function were assessed using the Oral Frailty Index-8 (OFI-8) and the Clock Drawing Test (CDT), respectively. Demographic and clinical data were extracted from the hospital information system. Univariate analysis and hierarchical multiple linear regressions were performed to identify associated factors of oral frailty. RESULTS Among 211 participants (mean age 71.22 ± 6.35 years, mean diabetes duration 20.95 ± 7.34 years), the mean OFI-8 score was 5.08 ± 2.29, with 74.4% scoring ≥ 4 (indicating oral frailty). The final regression model was statistically significant (F = 19.101, P < 0.001). In the regression model, a lower number of FNTs was significantly associated with higher oral frailty scores (β = -0.263, P < 0.001), whereas different oral restoration behaviors vary in the effect on oral frailty, fasting blood glucose (FBG) (β = 0.131, P = 0.014) and cognitive impairment (β = 0.255, P < 0.001) were positively associated with OFI-8 scores. CONCLUSIONS The study found that older adults with T2DM and a disease duration exceeding 10 years had a higher likelihood of exhibiting oral frailty. Individuals with fewer FNTs and those exhibiting cognitive impairment are the potential intervention targets to be concerned. Strict glycemic control and timely oral restoration are recommended to reduce oral frailty incidence in this population. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Jian Yu
- Department of Endocrinology, The First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China
| | - Anna Ye
- Department of Endocrinology, The First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China
| | - Yang Fei
- School of Nursing, Nanjing Medical University, Nanjing, LA, 211166, China
| | - Dandan Wang
- Kangda College of Nanjing Medical University, Lianyungang, LA, 222000, China
| | - Yu Zhang
- ChangZhou Vocational Institute of Textile and Garment, ChangZhou, LA, 213164, China
| | - Xianwen Li
- School of Nursing, Nanjing Medical University, Nanjing, LA, 211166, China.
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Pérez-Velasco MA, Osuna-Sánchez J, Millán-Gómez M, Ricci M, López-Sampalo A, Bernal-López MR, Gómez-Huelgas R, Pérez-Belmonte LM. In-hospital linagliptin for management simplification and hypoglycemia reduction in very old patients with type 2 diabetes. Med Clin (Barc) 2025; 164:350-357. [PMID: 39665898 DOI: 10.1016/j.medcli.2024.10.021] [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: 07/19/2024] [Revised: 10/15/2024] [Accepted: 10/22/2024] [Indexed: 12/13/2024]
Abstract
INTRODUCTION AND OBJECTIVES The role of in-hospital dipeptidyl peptidase-4 inhibitors in very old patients has not been widely described. This work analyzes the simplification of in-hospital antihyperglycemic management (less insulin use) and reductions in hypoglycemia events using linagliptin in patients aged≥80 years with type 2 diabetes. PATIENTS AND METHODS This real-world observational study included hospitalized patients≥80 years with type 2 diabetes treated with an antihyperglycemic protocol of either basal-bolus insulin or linagliptin between January 2016 and December 2023. A 1:1 propensity score matching analysis was performed. RESULTS Post-matching, 944 patients were included in each group. The total and basal insulin doses and number of daily injections were significantly lower in the linagliptin group than the basal-bolus insulin group with no differences in glycemic efficacy. Regarding safety, patients on the basal-bolus insulin regimen had more hypoglycemic events. The use of basal-bolus insulin regimen (odds ratio: 4.22; 95% confidence interval: 2.14-6.28; p<0.001), a higher total insulin dose (odds ratio: 3.55; 95% confidence interval: 2.02-5.36; p<0.001) and the number of insulin injections (odds ratio: 2.86; 95% confidence interval: 1.50-4.12; p=0.002) were associated with a greater risk of hypoglycemia. Other hypoglycemia risk factors were older age, moderate-severe functional dependence, moderate-severe dementia, polypharmacy, and complex health status. CONCLUSIONS The linagliptin regimen simplified in-hospital antihyperglycemic management and reduced hypoglycemia events compared to basal-bolus insulin regimen in patients with type 2 diabetes aged≥80 years. Basal-bolus insulin use and clinical factors were associated with hypoglycemia. The linagliptin regimen could be considered as standard of care for older adult type 2 diabetes patients in the hospital setting.
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Affiliation(s)
- Miguel A Pérez-Velasco
- Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Julio Osuna-Sánchez
- Servicio de Medicina Interna, Hospital Comarcal de La Axarquía, Vélez-Málaga, Málaga, Spain
| | | | - Michele Ricci
- Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Almudena López-Sampalo
- Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - María-Rosa Bernal-López
- Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Ricardo Gómez-Huelgas
- Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain; Departamento de Medicina y Dermatología, Facultad de Medicina, Universidad de Málaga (UMA), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Luis M Pérez-Belmonte
- Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain; Departamento de Medicina y Dermatología, Facultad de Medicina, Universidad de Málaga (UMA), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain; Servicio de Medicina Interna, Hospital Helicópteros Sanitarios, Marbella, Spain; Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III, Madrid, Spain.
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Stewart M. Recognising and managing hypoglycaemia in adults with diabetes in the emergency department. Emerg Nurse 2025; 33:35-42. [PMID: 39871550 DOI: 10.7748/en.2025.e2223] [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] [Accepted: 11/05/2024] [Indexed: 01/29/2025]
Abstract
Hypoglycaemia is a common cause of presentation to the emergency department (ED) for people with diabetes mellitus. Patients experiencing a hypoglycaemic episode require prompt treatment with fast-acting glucose to prevent brain fuel deprivation and functional brain failure, therefore it is vital that ED nurses can recognise the signs and symptoms of hypoglycaemia and are aware of the factors that can compound or mask it. This article discusses the aetiology and signs and symptoms of hypoglycaemia in adults with type 1 and type 2 diabetes and describes the use of an algorithm for the management of hypoglycaemia in this patient population in hospital. The author also discusses how ED nurses can try to identify the cause of the hypoglycaemic episode and work with patients, their relatives or carers and the wider multidisciplinary team to prevent reoccurrence.
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Affiliation(s)
- Martha Stewart
- Faculty of Health Education and Life Sciences, Birmingham City University, Birmingham, England
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Vandenberghe C, Hardy E, Morin MC, St-Pierre V, Groulx K, Fortier M, Tessier D, Leclerc P, Cunnane SC. A reduced carbohydrate diet improves glycemic regulation in hyperglycemic older people in a retirement home: the SAGE study. Appl Physiol Nutr Metab 2025; 50:1-10. [PMID: 39366004 DOI: 10.1139/apnm-2024-0277] [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] [Indexed: 10/06/2024]
Abstract
Poor glucose regulation associated with gradual insulin resistance is a significant risk factor in several age-related chronic diseases. An eating plan that promotes a lower carbohydrate intake may have a beneficial effect on glucose metabolism. This study aimed to evaluate how a diet reduced in carbohydrate by 32% (RCHO) over a 2 month period would influence the metabolic profile of older individuals (N = 24) living in a retirement home (RH). A continuous glucose monitor was used to measure blood glucose during four periods: the standard diet before (baseline) and after (washout) the intervention, during the 4 initial days of the RCHO diet (RCHO-early), and the final days of the 2 month intervention (RCHO-end). The blood metabolic profile was also measured (glucose, ketones, insulin, triglycerides, and cholesterol). RCHO intake decreased average blood glucose compared to the standard diet in hyperglycemic participants: RCHO-early 7.8 ± 1.0 vs 7.5 ± 1.1 mM (p = 0.012) and RCHO-end 7.8 ± 1.0 vs 7.0 ± 0.9 mM (p = 0.050). In the hyperglycemic participants, the percentage of time spent in hyperglycemia (>10.0 mM) decreased by 50% during the RCHO-early (p = 0.012) and by 66% at RCHO-end (p = 0.021) compared to baseline. Glycated hemoglobin was significantly lower at RCHO-end in both hyperglycemic and normoglycemic participants compared to baseline (p < 0.008). Plasma ketones increased threefold in hyperglycemic participants at RCHO-end compared to baseline (p < 0.028). This study shows that an RCHO diet has metabolic health benefits in an older population and confirms its safety, tolerability, and acceptability in an RH (NCT06022094).
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Affiliation(s)
| | | | | | | | | | | | | | | | - Stephen C Cunnane
- Research Center on Aging, Sherbrooke, QC, Canada
- Université de Sherbrooke, Sherbrooke, QC, Canada
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Breuil-Marsal Z, Godek C, Lotti A, Feiereisen P, Marçal IR, Rehder-Santos P, Milan-Mattos JC, de Abreu RM. Acute and chronic effects of inspiratory muscle training in patients with type 2 diabetes mellitus: a systematic review of randomized controlled trials. Front Sports Act Living 2024; 6:1423308. [PMID: 39722739 PMCID: PMC11668605 DOI: 10.3389/fspor.2024.1423308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 11/15/2024] [Indexed: 12/28/2024] Open
Abstract
Objectives To conduct a systematic review to determine the acute and chronic effects of inspiratory muscle training (IMT) in type 2 diabetes mellitus (T2DM) patients on cardiac autonomic function, glucose variability, inspiratory muscle strength and endurance, hemodynamic variables, and exercise capacity. Methods A search was carried out according to a specific search strategy, following the PRISMA statement, and three independent reviewers have undertaken the article selection process. Searches were carried out in June 2023, on the following electronic databases: EMBASE, MEDLINE (PubMed), SCOPUS (Elsevier), and Web of Science. The methodological quality of the studies was assessed using the PEDro scale. The search was limited to English-language, randomized controlled trials (RCTs), involving T2DM patients (>18 years old, with or without autonomic neuropathy, and/or inspiratory muscle weakness) following an acute or chronic intervention protocol based on IMT. Exclusion criteria were reviews, clinical trials, case studies, theses, dissertations, scientific conference abstracts, subjects with other chronic respiratory/neurological/cardiovascular diseases, and studies addressing other breathing exercises. Results The search strategy identified 1,352 studies, of which eight (two involving acute and six involving chronic IMT effects) were included. A total of 214 adults aged 52-63 years (51/49 male/female ratio), with BMI ranging from 27 to 36.8 kg/m², were included. The results demonstrated that after IMT, acute effects were reported, such as reduced glucose levels and an increase in the parasympathetic pathway, but also chronic effects including improved inspiratory muscle strength, endurance, and exercise capacity. Conclusion Although some methodological differences among the studies were found, IMT may have beneficial effects on cardiac autonomic function, glucose level control, inspiratory muscle strength/endurance as well as exercise capacity. However, further studies are necessary to confirm these benefits.
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Affiliation(s)
- Zoé Breuil-Marsal
- Department of Health, LUNEX University of Applied Sciences, Differdange, Luxembourg
| | - Clémence Godek
- Department of Health, LUNEX University of Applied Sciences, Differdange, Luxembourg
| | - Amandine Lotti
- Department of Health, LUNEX University of Applied Sciences, Differdange, Luxembourg
| | - Patrick Feiereisen
- Department of Cardiology, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - Isabela Roque Marçal
- Exercise Physiology and Cardiovascular Health Lab, Division of Cardiac Prevention and Rehabilitation, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Patricia Rehder-Santos
- Dr. Washington Antônio de Barros Teaching Hospital (HU UNIVASF), Brazilian Hospital Services Company (EBSERH), Petrolina, Brazil
| | | | - Raphael Martins de Abreu
- Department of Health, LUNEX University of Applied Sciences, Differdange, Luxembourg
- Department of Health, LUNEX ASBL Luxembourg Health & Sport Sciences Research Institute, Differdange, Luxembourg
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Telci Caklili O, Cetin F, Ozkan M, Sahiner E, Cakmak R, Keskin E, Hacisahinogullari H, Goncuoglu ES, Yilmaz MT. Automated insulin delivery systems in elderly patients with brittle type 2 diabetes. Diabetes Res Clin Pract 2024; 218:111913. [PMID: 39515525 DOI: 10.1016/j.diabres.2024.111913] [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: 08/04/2024] [Revised: 10/31/2024] [Accepted: 11/05/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE Geriatric diabetes is complicated by the frailty of this population, and hypoglycemia with insulin is not uncommon in these patients. Automated Insulin Delivery (AID) systems may provide better glycemic control in elderly patients with brittle type 2 diabetes. METHODS Thirty-four patients (≥ 60 years) including cancer patients with brittle diabetes were switched to an AID system from multiple-dose insulin (MDI) treatment. HbA1c level, weight, total daily insulin requirement, and C-peptide, creatinine, and lipids were followed for at least six months. RESULTS There were 34 patients (14 male, 41.2 %) with a median age of 67 (IQR 63.0-75.5). Six patients (17.6 %) were on chemotherapy and/or steroids (Ch/S). The patients' initial median HbA1c % was 9.3 (IQR 7.6-11.0), c-peptide level was 0.9 (IQR 0.5-2.2) ng/mL, and median total daily insulin dose was 41 IU (IQR 32-53). Six months after the patients were switched to an AID system their HbA1c % decreased to 7.1 (IQR 6.5-8.1), p < 0.001 and c-peptide increased to 1.21 (IQR 0.2-1.7) ng/mL, p = 0.878. Total insulin dose decreased with AID systems [32 IU (IQR 23.9-37.8)), p < 0.001]. There was a decrease in median HbA1c % in patients on Ch/S [8.7 (IQR 7.0-11.5) to 6.9 (IQR 6.3-9.2)] however it didn't reach statistical significance p = 0.225. Total insulin dose also decreased without statistical significance [33 IU (IQR 41-28) to 28 (IQR 23-35), p = 0.173]. The mean time in range (TIR) percent of the patients with AID systems were as follows; <54 mg/dL was 0.5 %, 56-70 mg/dL was 1.3 %, 70-180 mg/dL was 64.8 %, >180 mg/dL was 26.7 % and > 250 mg/dL was 6.7 %. CONCLUSION Although AID systems are tested mostly in young type 1 patients our results show that elderly patients with brittle type 2 diabetes also benefit from an AID system. Even in very frail patients such as cancer patients, improvement can be seen.
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Affiliation(s)
- Ozge Telci Caklili
- Kocaeli City Hospital, Clinic of Endocrinology and Metabolism, Kocaeli, Turkey.
| | | | - Melike Ozkan
- Demiroğlu Bilim University, Endocrinology and Diabetes Clinic, Istanbul, Turkey
| | - Elif Sahiner
- Sultan Abdulhamid Han Training and Research Hospital, Department of Dietetics, Istanbul, Turkey
| | - Ramazan Cakmak
- Medical Park Hospitals Gaziosmanpasa, Department of Endocrinology and Metabolism, Istanbul, Turkey
| | - Ela Keskin
- Demiroğlu Bilim University, Endocrinology and Diabetes Clinic, Istanbul, Turkey
| | - Hulya Hacisahinogullari
- Istanbul University, Faculty of Medicine, Department of Endocrinology and Metabolism, Istanbul, Turkey
| | | | - M Temel Yilmaz
- Acibadem Diabetes Center, Istanbul, Turkey; Arateus Diabetes Institute, Istanbul, Turkey
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Tan LF, Merchant RA. Prevalence of tight glycemic control based on frailty status and associated factors in community-dwelling older adults. Postgrad Med J 2024; 100:845-850. [PMID: 38924725 DOI: 10.1093/postmj/qgae077] [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: 11/25/2023] [Revised: 04/01/2024] [Accepted: 05/30/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Tight control of type 2 diabetes (T2DM) in frail older adults has shown to be associated with adverse outcomes. The objective of this study is to determine the prevalence of tight glycemic control based on underlying frailty status and its association with functional and cognitive measures in community-dwelling older adults. METHODOLOGY Ancillary study of the Singapore Population Health Studies on older adults aged ≥65 years with T2DM. Tight glycemic control cut-offs were based on the 2019 Endocrine Society guideline using HbA1c target range based on a patient's overall health status measured by the FRAIL scale. Data on basic demographics, frailty, cognitive, and functional statuses were collected. Multivariable regression was used to assess potential factors associated with tight glycemic control. RESULTS Of 172 community-dwelling older adults with diabetes mellitus and HbA1c done, frail (65%) and pre-frail (64.4%) participants were more likely to have tight glycemic control than robust participants (31.6%, P < 0.001). In multi-variate analysis, frailty (OR 6.43, 95% CI 1.08-38.1, P = 0.041), better cognition (OR 1.15, 95% CI 1.02-1.32, P = 0.028), and multi-morbidity (OR 7.36, 95% CI 1.07-50.4, P = 0.042) were found to be significantly associated with increased odds of tight glycemic control. CONCLUSION Tight glycemic control was highly prevalent in frail and pre-frail older adults, especially in those with multi-morbidity and better cognition. Future prospective longitudinal studies are required to evaluate effectiveness of frailty screening in making treatment decisions and long-term outcomes. Key messages What is already known on this topic: There is growing recognition that glycemic targets should be adjusted based on health or frailty status. However, there is no consensus on how health status or frailty should be defined when determining glycemic control targets. What this study adds: Our study found that tight glycemic control was highly prevalent in frail and pre-frail older adults. Our findings highlight the importance of assessing for tight glycemic control based on frailty status and further work is needed to aid implementation of screening and intervention policies to avoid the attendant harms of tight glycemic control.
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Affiliation(s)
- Li Feng Tan
- Healthy Ageing Programme, Alexandra Hospital, National University Health System, Singapore 119228, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
| | - Reshma Aziz Merchant
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
- Division of Geriatric Medicine, Department of Medicine, National University Hospital, 1E Kent Ridge Road, Singapore 119228, Singapore
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Karimova K, Friedmacher CM, Lemke D, Glushan A. Development of diabetes complications within coordinated and structured primary health care: a 10-year retrospective cohort study in Germany. BJGP Open 2024; 8:BJGPO.2024.0061. [PMID: 38565252 PMCID: PMC11523505 DOI: 10.3399/bjgpo.2024.0061] [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: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Diabetes mellitus is a growing, costly, and potentially preventable public health issue. In 2004, Germany introduced the GP-centred healthcare programme to strengthen primary care. AIM To assess the hazards of the most common diabetes-related complications in patients enrolled in GP-centred health care in comparison with usual primary care. DESIGN & SETTING A retrospective cohort study based on German claims data (4 million members) from 2011-2020. METHOD In total, 217 964 patients with diabetes were monitored from 2011-2020. Endpoints were blindness, amputation, myocardial infarction, stroke, coronary heart disease, dialysis, hypoglycaemia, and all-cause mortality. Cox proportional-hazards regression models were used for multivariable analysis and adjusted for sociodemographic, practice, and disease-specific characteristics. RESULTS Compared with usual care (n = 98 609 patients), GP-centred health care (n = 119 355 patients) showed a relative risk reduction of blindness of 12%, and amputation of 20% over 10 years. The estimated impact of GP-centred health care on myocardial infarction, stroke, coronary artery disease, dialysis, and all-cause mortality is significantly favourable in comparison with usual care. However, the proportional risk of hypoglycaemia (+1.2%) in the interventional group is higher than in usual care. CONCLUSION Enrolment in GP-centred health care appears to result in a consistent reduction of the relative risk of diabetes-related complications over 10 years. The significant difference in contrast to usual care may be explained by robust, structured primary care provision, including the diabetes disease management programme, and improved coordination and networking of care within primary and secondary care.
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Affiliation(s)
- Kateryna Karimova
- Institute of General Practice, Goethe University Frankfurt, Frankfurt, Germany
| | | | - Dorothea Lemke
- Institute of General Practice, Goethe University Frankfurt, Frankfurt, Germany
| | - Anastasiya Glushan
- Institute of General Practice, Goethe University Frankfurt, Frankfurt, Germany
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Al-Azayzih A, Kanaan RJ, Altawalbeh SM, Alzoubi KH, Kharaba Z, Jarab A. Prevalence and predictors of hypoglycemia in older outpatients with type 2 diabetes mellitus. PLoS One 2024; 19:e0309618. [PMID: 39208059 PMCID: PMC11361436 DOI: 10.1371/journal.pone.0309618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 08/12/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND The prevalence of type 2 diabetes (DM) has been increasing globally, particularly among older adults who are more susceptible to DM-related complications. Elderly individuals with diabetes are at higher risk of developing hypoglycemia compared with younger diabetes patients. Hypoglycemia in elderly patients can result in serious consequences such as cognitive changes, increased risk of falls, heart and other vascular problems, and even high mortality rate. OBJECTIVE To assess prevalence, and factors associated with hypoglycemia events among geriatric outpatients with type 2 diabetes mellitus. METHODS The study was conducted at King Abdullah University Hospital (KAUH) at the outpatient diabetes clinic from October 1st, 2022 to August 1st, 2023. Variables such as socio-demographics, medication history, and comorbidities were obtained using electronic medical records. The prevalence of hypoglycemia was determined through patient interviews during their clinic visit. Patients were prospectively monitored for hospital admissions, emergency department visits, and mortality using electronic medical records over a three-month follow-up period. Logistic regression models were conducted to identify factors associated with hypoglycemia and hospital admissions/ emergency visits. Ethical Approval (Reference # 53/151/2022) was obtained on 19/9/2022. RESULTS Electronic medical charts of 640 patients who have type 2 diabetes mellitus and age ≥ 60 years were evaluated. The mean age ± SD was 67.19 (± 5.69) years. Hypoglycemia incidents with different severity levels were prevalent in 21.7% (n = 139) of the patients. Insulin administration was significantly associated with more hypoglycemic events compared to other antidiabetic medication. Patients with liver diseases had a significantly higher risk of hypoglycemia, with odds 7.43 times higher than patients without liver diseases. Patients with dyslipidemia also had a higher risk of hypoglycemia (odd ratio = 1.87). Regression analysis revealed that hypoglycemia and educational level were significant predictors for hospital admission and emergency department (ER) visits. Hypoglycemia was a positive predictor, meaning it increased the odds of these outcomes, while having a college degree or higher was associated with reduced odds of hospital admission and ER visits. CONCLUSION Current study identified a considerable prevalence of hypoglycemia among older patients with type 2 diabetes, particularly, among those with concurrent liver diseases and dyslipidemia. Furthermore, hypoglycemia was associated with an increased rate of emergency department visits and hospital admissions by 2 folds in this population.
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Affiliation(s)
- Ahmad Al-Azayzih
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Roaa J. Kanaan
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Shoroq M. Altawalbeh
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Karem H. Alzoubi
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Zelal Kharaba
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Anan Jarab
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
- Department of Clinical Pharmacy, College of Pharmacy, Al Ain University, Abu Dhabi Campus, Abu Dhabi, United Arab Emirates
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Mellor J, Kuznetsov D, Heller S, Gall MA, Rosilio M, Amiel SA, Ibberson M, McGurnaghan S, Blackbourn L, Berthon W, Salem A, Qu Y, McCrimmon RJ, de Galan BE, Pedersen-Bjergaard U, Leaviss J, McKeigue PM, Colhoun HM. Risk factors and prediction of hypoglycaemia using the Hypo-RESOLVE cohort: a secondary analysis of pooled data from insulin clinical trials. Diabetologia 2024; 67:1588-1601. [PMID: 38795153 PMCID: PMC11343909 DOI: 10.1007/s00125-024-06177-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/28/2024] [Indexed: 05/27/2024]
Abstract
AIMS/HYPOTHESIS The objective of the Hypoglycaemia REdefining SOLutions for better liVES (Hypo-RESOLVE) project is to use a dataset of pooled clinical trials across pharmaceutical and device companies in people with type 1 or type 2 diabetes to examine factors associated with incident hypoglycaemia events and to quantify the prediction of these events. METHODS Data from 90 trials with 46,254 participants were pooled. Analyses were done for type 1 and type 2 diabetes separately. Poisson mixed models, adjusted for age, sex, diabetes duration and trial identifier were fitted to assess the association of clinical variables with hypoglycaemia event counts. Tree-based gradient-boosting algorithms (XGBoost) were fitted using training data and their predictive performance in terms of area under the receiver operating characteristic curve (AUC) evaluated on test data. Baseline models including age, sex and diabetes duration were compared with models that further included a score of hypoglycaemia in the first 6 weeks from study entry, and full models that included further clinical variables. The relative predictive importance of each covariate was assessed using XGBoost's importance procedure. Prediction across the entire trial duration for each trial (mean of 34.8 weeks for type 1 diabetes and 25.3 weeks for type 2 diabetes) was assessed. RESULTS For both type 1 and type 2 diabetes, variables associated with more frequent hypoglycaemia included female sex, white ethnicity, longer diabetes duration, treatment with human as opposed to analogue-only insulin, higher glucose variability, higher score for hypoglycaemia across the 6 week baseline period, lower BP, lower lipid levels and treatment with psychoactive drugs. Prediction of any hypoglycaemia event of any severity was greater than prediction of hypoglycaemia requiring assistance (level 3 hypoglycaemia), for which events were sparser. For prediction of level 1 or worse hypoglycaemia during the whole follow-up period, the AUC was 0.835 (95% CI 0.826, 0.844) in type 1 diabetes and 0.840 (95% CI 0.831, 0.848) in type 2 diabetes. For level 3 hypoglycaemia, the AUC was lower at 0.689 (95% CI 0.667, 0.712) for type 1 diabetes and 0.705 (95% CI 0.662, 0.748) for type 2 diabetes. Compared with the baseline models, almost all the improvement in prediction could be captured by the individual's hypoglycaemia history, glucose variability and blood glucose over a 6 week baseline period. CONCLUSIONS/INTERPRETATION Although hypoglycaemia rates show large variation according to sociodemographic and clinical characteristics and treatment history, looking at a 6 week period of hypoglycaemia events and glucose measurements predicts future hypoglycaemia risk.
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Affiliation(s)
- Joseph Mellor
- Usher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK.
| | | | - Simon Heller
- Division of Clinical Medicine, University of Sheffield, Sheffield, UK
| | - Mari-Anne Gall
- Medical & Science, Insulin, Clinical Drug Development, Novo Nordisk A/S, Soeberg, Denmark
| | - Myriam Rosilio
- Eli Lilly and Company, Diabetes Medical Unit, Neuilly sur seine, France
| | - Stephanie A Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Mark Ibberson
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Stuart McGurnaghan
- Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - Luke Blackbourn
- Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - William Berthon
- Usher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - Adel Salem
- RW Data Assets, AI & Analytics (AIA), Novo Nordisk A/S, Soeberg, Denmark
| | - Yongming Qu
- Eli Lilly and Company, Indianapolis, IN, USA
| | - Rory J McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Bastiaan E de Galan
- Department of Internal Medicine, Division of Endocrinology and Metabolic Disease, Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Joanna Leaviss
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Paul M McKeigue
- Usher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - Helen M Colhoun
- Institute of Genetics and Cancer, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
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12
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Fan YP, Lai TH, Lai JN, Yang CC. Impacts of medication adherence and home healthcare on the associations between polypharmacy and the risk of severe hypoglycemia among elderly diabetic patients in Taiwan from 2002 to 2012: A nationwide case-crossover study. Geriatr Nurs 2024; 58:8-14. [PMID: 38729064 DOI: 10.1016/j.gerinurse.2024.04.024] [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: 01/02/2024] [Revised: 04/12/2024] [Accepted: 04/19/2024] [Indexed: 05/12/2024]
Abstract
AIM To assess how medication adherence and home healthcare support influence the role of polypharmacy in induced hypoglycemia events among elderly diabetic patients. METHODS This case-crossover study retrieved records on diabetic patients >=65 years with severe hypoglycemia from 2002 to 2012 in Taiwan. Case period defined as 1-3 days before severe hypoglycemia was compared with a preceding control period of the same length, with an all-washout period of 30 days. Moreover, the modifiable effects of medication adherence and home healthcare service use were evaluated by stratified analysis. RESULTS Totally 2,237 patients were identified. Polypharmacy use was associated with the risk of severe hypoglycemia. Patients receiving polypharmacy without home healthcare services (aOR: 1.34; 95 % CI: 1.16-1.54) and those with poor adherence to anti-diabetic medications (aOR: 1.48; 95 % CI: 1.24-1.77) were significantly associated with an elevated risk of severe hypoglycemia. In patients with good adherence, non-home healthcare users being prescribed with polypharmacy had a higher risk of severe hypoglycemia. In the group that received home healthcare services, patients with poor adherence using polypharmacy had a higher risk of severe hypoglycemia. CONCLUSIONS Good adherence and receiving home healthcare services were associated with a decreased odds of severe hypoglycemic events in elderly diabetic patients, regardless of the fact whether they were prescribed with polypharmacy.
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Affiliation(s)
- Yu-Pei Fan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan, Department of Medical Education; MacKay Memorial Hospital, Taipei, Taiwan
| | - Tzu-Hsuan Lai
- Traditional Chinese Medicine-Acupuncture Program, College of Traditional Chinese Medicine Practitioners and Acupuncturists, Kwantlen Polytechnic University, Richmond, Canada
| | - Jung-Nien Lai
- School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan, Departments of Chinese Medicine, China Medical University Hospital, Taichung, Taiwan.
| | - Chen-Chang Yang
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan, Department of Medical Education; Institute of Environmental and Occupational Health Sciences, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan; Department of Occupational Medicine and Clinical Toxicology, Taipei Veterans General Hospital, Taipei, Taiwan
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13
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Xie T, Meng J, Feng Z, Gao Y, Chen T, Chen Y, Geng J. Assessing patient information needs for new antidiabetic medications to inform shared decision-making: A best-worst scaling experiment in China. Health Expect 2024; 27:e14059. [PMID: 38689509 PMCID: PMC11061543 DOI: 10.1111/hex.14059] [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] [Received: 01/06/2024] [Revised: 03/20/2024] [Accepted: 04/16/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Shared decision-making (SDM) is a patient-centred approach to improve the quality of care. An essential requirement for the SDM process is to be fully aware of patient information needs. OBJECTIVES Our study aimed to assess patient information needs for new antidiabetic medications using the best-worst scaling (BWS) experiment. METHODS BWS tasks were developed according to a literature review and the focus group discussion. We used a balanced incomplete block design and blocking techniques to generate choice sets. The final BWS contains 11 attributes, with 6-choice scenarios in each block. The one-to-one, face-to-face BWS survey was conducted among type 2 diabetic patients in Jiangsu Province. Results were analyzed using count-based analysis and modelling approaches. We also conducted a subgroup analysis to observe preference heterogeneity. RESULTS Data from 539 patients were available for analysis. The most desired information domain was the comparative effectiveness of new antidiabetic medications. It consists of the incidence of macrovascular complications, the length of extended life years, changes in health-related quality of life, the incidence of microvascular complications, and the control of glycated haemoglobin. Of all the attributes, the incidence of macrovascular complications was the primary concern. Patients' glycemic control and whether they had diabetes complications exerted a significant influence on their information needs. CONCLUSIONS Information on health benefits is of critical significance for diabetic patients. Patients have different information needs as their disease progresses. Personalized patient decision aids that integrate patient information needs and provide evidence of new antidiabetic medications are worthy of being established. PATIENT OR PUBLIC CONTRIBUTION Before data collection, a pilot survey was carried out among diabetic patients to provide feedback on the acceptability and intelligibility of the attributes.
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Affiliation(s)
- Tongling Xie
- Center for Evidence‐Based MedicineNantong University Medical SchoolNantongChina
- Information CenterThe People's Hospital of RugaoNantongChina
| | - Jingyi Meng
- Center for Evidence‐Based MedicineNantong University Medical SchoolNantongChina
| | - Zhe Feng
- Center for Evidence‐Based MedicineNantong University Medical SchoolNantongChina
| | - Yue Gao
- Hepatobiliary CenterThe First Affiliated Hospital of Nanjing Medical UniversityNanjingChina
| | - Tian Chen
- Department of Rehabilitation Medicine and Clinical MedicineMedical Institute of Taizhou Polytechnic CollegeTaizhouChina
| | - Yalan Chen
- Center for Evidence‐Based MedicineNantong University Medical SchoolNantongChina
| | - Jinsong Geng
- Center for Evidence‐Based MedicineNantong University Medical SchoolNantongChina
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14
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Kim JE, Jiang YH, Dee V. Implications on self-care behaviors among older Korean immigrants diagnosed with diabetes residing in the United States: a path analytical approach. J Diabetes Metab Disord 2024; 23:871-880. [PMID: 38932790 PMCID: PMC11196469 DOI: 10.1007/s40200-023-01363-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 11/25/2023] [Indexed: 06/28/2024]
Abstract
Background Diabetes is a prevalent chronic disease. Although self-care is the crucial element in managing diabetes, older Korean immigrants with diabetes face challenges in performing effective self-care related to vulnerability as minority immigrants. Purpose This study measures sociodemographics, self-efficacy, social support, diabetes knowledge, and diabetes self-care activities among older Korean immigrants in the United States. This study also aims to demonstrate the direct and indirect effects of the related factors on diabetes self-care activities using a path analysis. Methods This study uses a cross-sectional design. Convenience sampling targeted Korean immigrants aged 55 or older using paper and online surveys. Four instruments were used to measure variables: self-efficacy was measured by the General Self-Efficacy scale, diabetes knowledge by the Simplified Diabetes Knowledge Test, social support by the Lubben Social Network Scale-6, and diabetes self-care by the Summary of Diabetes Self-Care Activities questionnaire. Using path analysis, the effects of related factors on self-care activities were analyzed. Results 190 older Korean immigrants participated, 53.2% female, and 46.8% male. The mean age was 67.2 (SD = 9.9; range, 58-93). A path model shows that sociodemographics (sex, age, education, and years in the United States), diabetes knowledge, self-efficacy, and family support predict diabetes self-care. Conclusions The path model demonstrates the effects of sociodemographics, self-efficacy, diabetes knowledge, and social support on diabetes self-care among older Korean immigrants. The findings can help to understand diabetes self-care among the minority ethnic older group and can be used to develop culturally tailored education, counseling, and healthcare services. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-023-01363-6.
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Affiliation(s)
- Jung Eun Kim
- Mennonite College of Nursing, Illinois State University, Normal, IL United States
| | - Ying Hong Jiang
- School of Education, Azusa Pacific University, Azusa, CA United States
| | - Vivien Dee
- School of Nursing, Azusa Pacific University, Azusa, CA United States
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15
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Price C, Callahan KE, Aloi JA, Usoh CO. Continuous Glucose Monitoring in Older Adults: What We Know and What We Have Yet to Learn. J Diabetes Sci Technol 2024; 18:577-583. [PMID: 38454549 PMCID: PMC11089865 DOI: 10.1177/19322968241234651] [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: 03/09/2024]
Abstract
OBJECTIVE To assess the growing use of continuous glucose monitoring (CGM) systems by older adults and explore additional areas integration that could benefit adults with frailty. BACKGROUND The use of CGM devices has expanded rapidly in the last decade. This has been supported by substantial data showing significant benefit in glycemic metrics: hemoglobin A1c improvements, less hypoglycemia, and improved quality of life. However, sub-populations, such as older persons, exist where available data are limited. Furthermore, frail older adults represent a heterogeneous population with their own unique challenges to the management of diabetes. This group has some of the poorest outcomes related to the sequela of diabetes. For example, hypoglycemia resulting in significant morbidity and mortality is more frequent in older person with diabetes than in younger persons with diabetes. METHOD We present a concise literature review on CGM use in the older adult as well as expand upon glycemic and nonglycemic benefits of CGM for patients, caregivers, and providers. Retrospective analysis of inpatient glycemic data of 16,935 older adults with Type 2 diabetes mellitus at Atrium Health Wake Forest Baptist indicated those with fraility managed with insulin or sulfonylurea had the highest rates of delirium (4.8%), hypoglycemia (3.5%), cardiovascular complications (20.2%) and ED visits/hospitalizatoins (49%). In addition, we address special consideration of specific situations including inpatient, palliative and long term care settings. CONCLUSION This review article summarizes the available data for CGM use in older adults, discusses the benefits and obstacles with CGM use in this population, and identifies areas of future research needed for improved delivery of care to older persons with diabetes.
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Affiliation(s)
- Catherine Price
- Section on Endocrinology,
Diabetes and Metabolism, Department of Internal Medicine, School of
Medicine, Wake Forest University, Winston-Salem, NC, USA
| | - Kathryn E. Callahan
- Section on Gerontology and
Geriatric Medicine, Department of Internal Medicine, School of Medicine,
Wake Forest University, Winston-Salem, NC, USA
| | - Joseph A. Aloi
- Section on Endocrinology,
Diabetes and Metabolism, Department of Internal Medicine, School of
Medicine, Wake Forest University, Winston-Salem, NC, USA
| | - Chinenye O. Usoh
- Section on Endocrinology,
Diabetes and Metabolism, Department of Internal Medicine, School of
Medicine, Wake Forest University, Winston-Salem, NC, USA
- Endocrinology, Medicine Service,
W. G. (Bill) Hefner VA Medical Center, Salisbury, NC, USA
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16
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Zhao LZ, Li WM, Ma Y. Prevalence and risk factors of diabetes mellitus among elderly patients in the Lugu community. World J Diabetes 2024; 15:638-644. [PMID: 38680701 PMCID: PMC11045422 DOI: 10.4239/wjd.v15.i4.638] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/29/2024] [Accepted: 02/27/2024] [Indexed: 04/11/2024] Open
Abstract
BACKGROUND Age is a significant risk factor of diabetes mellitus (DM). With the develop of population aging, the incidence of DM remains increasing. Understanding the epidemiology of DM among elderly individuals in a certain area contributes to the DM interventions for the local elderly individuals with high risk of DM. AIM To explore the prevalence of DM among elderly individuals in the Lugu community and analyze the related risk factors to provide a valid scientific basis for the health management of elderly individuals. METHODS A total of 4816 elderly people who came to the community for physical examination were retrospectively analyzed. The prevalence of DM among the elderly was calculated. The individuals were divided into a DM group and a non-DM group according to the diagnosis of DM to compare the differences in diastolic blood pressure (DBP) and systolic blood pressure (SBP), fasting blood glucose, body mass index (BMI), waist-to-hip ratio (WHR) and incidence of hypertension (HT), coronary heart disease (CHD), and chronic kidney disease (CKD). RESULTS DM was diagnosed in 32.70% of the 4816 elderly people. The BMI of the DM group (25.16 ± 3.35) was greater than that of the non-DM group (24.61 ± 3.78). The WHR was 0.90 ± 0.04 in the non-DM group and 0.90 ± 0.03 in the DM group, with no significant difference. The left SBP and SBP in the DM group were 137.9 mmHg ± 11.92 mmHg and 69.95 mmHg ± 7.75 mmHg, respectively, while they were 126.6 mmHg ± 12.44 mmHg and 71.15 mmHg ± 12.55 mmHg, respectively, in the non-DM group. These findings indicate higher SBP and lower DBP in DM patients than in those without DM. In the DM group, 1274 patients were diagnosed with HT, accounting for 80.89%. Among the 3241 non-DM patients, 1743 (53.78%) were hypertensive and 1498 (46.22%) were nonhypertensive. The DM group had more cases of HT than did the non-DM group. There were more patients with CHD or CKD in the DM group than in the non-DM group. There were more patients who drank alcohol more frequently (≥ 3 times) in the DM group than in the non-DM group. CONCLUSION Older adults in the Lugu community are at a greater risk of DM. In elderly individuals, DM is closely related to high BMI and HT, CHD, and CKD. Physical examinations should be actively carried out for elderly people to determine their BMI, SBP, DBP, and other signs, and sufficient attention should be given to abnormalities in the above signs before further diagnosis.
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Affiliation(s)
- Li-Zhen Zhao
- Lugu Community Health Service Center, West Campus Beijing Chao-yang Hospital Affiliated to Capital Medical University, Beijing 100043, China
| | - Wei-Min Li
- Lugu Community Health Service Center, West Campus Beijing Chao-yang Hospital Affiliated to Capital Medical University, Beijing 100043, China
| | - Ying Ma
- Lugu Community Health Service Center, West Campus Beijing Chao-yang Hospital Affiliated to Capital Medical University, Beijing 100043, China
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17
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Munshi M, Ritzel R, Jude EB, Dex T, Melas-Melt L, Rosenstock J. Advancing type 2 diabetes therapy with iGlarLixi in older people: Pooled analysis of four randomized controlled trials. Diabetes Obes Metab 2024; 26:851-859. [PMID: 38082473 DOI: 10.1111/dom.15377] [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: 07/26/2023] [Revised: 10/23/2023] [Accepted: 11/02/2023] [Indexed: 12/22/2023]
Abstract
AIM To assess the efficacy and safety of iGlarLixi in older people (≥65 years) with type 2 diabetes (T2D) advancing or switching from oral agents, a glucagon-like peptide-1 receptor agonist (GLP-1RA), or basal insulin. MATERIALS AND METHODS The data of participants aged <65 years and ≥65 years from four LixiLan trials (LixiLan-O, LixiLan-G, LixiLan-L, SoliMix) were evaluated over 26 or 30 weeks. RESULTS Participants aged <65/≥65 years (n = 1039/n = 497) had a mean baseline body mass index of 31.4 and 30.7 kg/m2 and glycated haemoglobin (HbA1c) concentration of 66 mmol/mol (8.2%) and 65 mmol/mol (8.1%), respectively. Least squares mean HbA1c change from baseline to end of treatment (EOT) was -14.32 mmol/mol (-1.31%) (95% confidence interval [CI] -14.97, -13.77 [-1.37%, -1.26%]) for those aged <65 years and -13.66 mmol/mol (-1.25%) (95% CI -14.54, -12.79 [-1.33%, -1.17%]) for those aged ≥65 years. At EOT, achievement of HbA1c targets was similar between the group aged <65 years and the group aged ≥65 years: <53 mmol/mol (<7%) (59.0% and 56.5%, respectively), <59 mmol/mol (<7.5%) (75.5% and 73.0%, respectively) and <64 mmol/mol (<8%) (83.8% and 84.1%, respectively). The incidence and event rate of American Diabetes Association Level 1 hypoglycaemia during the studies were also comparable between the two groups: 26.7% and 28.2% and 1.7 and 2.1 events per patient-year for the group aged <65 years and the group aged ≥65 years, respectively. A clinically relevant reduction in HbA1c (>1% from baseline for HbA1c ≥64 mmol/mol [≥8%] or ≥0.5% from baseline for HbA1c <64 mmol/mol [<8%]) without hypoglycaemia was attained by 50.0% and 47.6% of participants aged <65 years and ≥65 years, respectively. Adverse events were similar between the two age groups. CONCLUSIONS iGlarLixi is a simple, well-tolerated, once-daily alternative for treatment advancement in older people with T2D that provides significant improvements in glycaemic control without increasing hypoglycaemia risk, thus reducing the treatment burden.
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Affiliation(s)
- Medha Munshi
- Joslin Diabetes Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Robert Ritzel
- Klinikum Schwabing and Klinikum Bogenhausen, Munich, Germany
| | - Edward B Jude
- Tameside and Glossop Integrated Care NHS Foundation Trust, Ashton under Lyne and University of Manchester/Manchester Metropolitan University, Manchester, UK
| | - Terry Dex
- Sanofi, Bridgewater, New Jersey, USA
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18
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D’Souza NC, Aiken JA, Hoffman EG, Atherley SC, Champsi S, Aleali N, Shakeri D, El-Zahed M, Akbarian N, Nejad-Mansouri M, Bavani PZ, Liggins RL, Chan O, Riddell MC. Evaluating the effectiveness of a novel somatostatin receptor 2 antagonist, ZT-01, for hypoglycemia prevention in a rodent model of type 2 diabetes. Front Pharmacol 2024; 15:1302015. [PMID: 38510652 PMCID: PMC10951717 DOI: 10.3389/fphar.2024.1302015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/29/2024] [Indexed: 03/22/2024] Open
Abstract
Background: Elevated levels of somatostatin blunt glucagon counterregulation during hypoglycemia in type 1 diabetes (T1D) and this can be improved using somatostatin receptor 2 (SSTR2) antagonists. Hypoglycemia also occurs in late-stage type 2 diabetes (T2D), particularly when insulin therapy is initiated, but the utility of SSTR2 antagonists in ameliorating hypoglycemia in this disease state is unknown. We examined the efficacy of a single-dose of SSTR2 antagonists in a rodent model of T2D. Methods: High-fat fed (HFF), low dose streptozotocin (STZ, 35 mg/kg)-induced T2D and HFF only, nondiabetic (controls-no STZ) rats were treated with the SSTR2 antagonists ZT-01/PRL-2903 or vehicle (n = 9-11/group) 60 min before an insulin tolerance test (ITT; 2-12 U/kg insulin aspart) or an oral glucose tolerance test (OGTT; 2 g/kg glucose via oral gavage) on separate days. Results: This rodent model of T2D is characterized by higher baseline glucose and HbA1c levels relative to HFF controls. T2D rats also had lower c-peptide levels at baseline and a blunted glucagon counterregulatory response to hypoglycemia when subjected to the ITT. SSTR2 antagonists increased the glucagon response and reduced incidence of hypoglycemia, which was more pronounced with ZT-01 than PRL-2903. ZT-01 treatment in the T2D rats increased glucagon levels above the control response within 60 min of dosing, and values remained elevated during the ITT (glucagon Cmax: 156 ± 50 vs. 77 ± 46 pg/mL, p < 0.01). Hypoglycemia incidence was attenuated with ZT-01 vs. controls (63% vs. 100%) and average time to hypoglycemia onset was also delayed (103.1 ± 24.6 vs. 66.1 ± 23.6 min, p < 0.05). ZT-01 administration at the OGTT onset increased the glucagon response without exacerbating hyperglycemia (2877 ± 806 vs. 2982 ± 781), potentially due to the corresponding increase in c-peptide levels (6251 ± 5463 vs. 14008 ± 5495, p = 0.013). Conclusion: Treatment with SSTR2 antagonists increases glucagon responses in a rat model of T2D and results in less hypoglycemia exposure. Future studies are required to determine the best dosing periods for chronic SSTR2 antagonism treatment in T2D.
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Affiliation(s)
| | - Julian A. Aiken
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Emily G. Hoffman
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Sara C. Atherley
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Sabrina Champsi
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Nadia Aleali
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Dorsa Shakeri
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Maya El-Zahed
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Nicky Akbarian
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | | | - Parinaz Z. Bavani
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | | | - Owen Chan
- Department of Internal Medicine, Division of Endocrinology, University of Utah, Salt LakeCity, UT, United States
| | - Michael C. Riddell
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
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19
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Guo L, Xiao X. Guideline for the Management of Diabetes Mellitus in the Elderly in China (2024 Edition). Aging Med (Milton) 2024; 7:5-51. [PMID: 38571669 PMCID: PMC10985780 DOI: 10.1002/agm2.12294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/08/2024] [Accepted: 02/08/2024] [Indexed: 04/05/2024] Open
Abstract
With the deepening of aging in China, the prevalence of diabetes in older people has increased noticeably, and standardized diabetes management is critical for improving clinical outcomes of diabetes in older people. In 2021, the National Center of Gerontology, Chinese Society of Geriatrics, and Diabetes Professional Committee of Chinese Aging Well Association organized experts to write the first guideline for diabetes diagnosis and treatment in older people in China, the Guideline for the Management of Diabetes Mellitus in the Elderly in China (2021 Edition). The guideline emphasizes that older patients with diabetes are a highly heterogeneous group requiring comprehensive assessment and stratified and individualized management strategies. The guideline proposes simple treatments and de-intensified treatment strategies for older patients with diabetes. This edition of the guideline provides clinicians with practical and operable clinical guidance, thus greatly contributing to the comprehensive and full-cycle standardized management of older patients with diabetes in China and promoting the extensive development of clinical and basic research on diabetes in older people and related fields. In the past 3 years, evidence-based medicine for older patients with diabetes and related fields has further advanced, and new treatment concepts, drugs, and technologies have been developed. The guideline editorial committee promptly updated the first edition of the guideline and compiled the Guideline for the Management of Diabetes Mellitus in the Elderly in China (2024 Edition). More precise management paths for older patients with diabetes are proposed, for achieving continued standardization of the management of older Chinese patients with diabetes and improving their clinical outcomes.
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Affiliation(s)
- Lixin Guo
- National Center of Gerontology, Chinese Society of Geriatrics, Diabetes Professional Committee of Chinese Aging Well AssociationBeijingChina
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric MedicineChinese Academy of Medical SciencesBeijingChina
| | - Xinhua Xiao
- National Center of Gerontology, Chinese Society of Geriatrics, Diabetes Professional Committee of Chinese Aging Well AssociationBeijingChina
- Department of EndocrinologyPeking Union Medical College Hospital, Chinese Academy of Medical SciencesBeijingChina
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Wu K, Huang C, Zheng W, Wu Y, Huang Q, Lin M, Gao R, Qi L, He G, Liu X, Liu X, Wang L, Chen Z, Liu L. Activation of mitophagy improves cognitive dysfunction in diabetic mice with recurrent non-severe hypoglycemia. Mol Cell Endocrinol 2024; 580:112109. [PMID: 37956789 DOI: 10.1016/j.mce.2023.112109] [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: 08/28/2023] [Revised: 10/25/2023] [Accepted: 11/08/2023] [Indexed: 11/15/2023]
Abstract
Recurrent non-severe hypoglycemia (RH) in patients with diabetes might be associated with cognitive impairment. Previously, we found that mitochondrial dysfunction plays an important role in this pathological process; however, the mechanism remains unclear. The objective of this study was to determine the molecular mechanisms of mitochondrial damage associated with RH in diabetes mellitus (DM). We found that RH is associated with reduced hippocampal mitophagy in diabetic mice, mainly manifested by reduced autophagosome formation and impaired recognition of impaired mitochondria, mediated by the PINK1/Parkin pathway. The same impaired mitophagy initiation was observed in an in vitro high-glucose cultured astrocyte model with recurrent low-glucose interventions. Promoting autophagosome formation and activating PINK1/Parkin-mediated mitophagy protected mitochondrial function and cognitive function in mice. The results showed that impaired mitophagy is involved in the occurrence of mitochondrial dysfunction, mediating the neurological impairment associated with recurrent low glucose under high glucose conditions.
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Affiliation(s)
- Kejun Wu
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Cuihua Huang
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Wenrong Zheng
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fujian Medical University, Fuzhou, 350122, Fujian, China
| | - Yubin Wu
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Qintao Huang
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Menghua Lin
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Ruonan Gao
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Liqin Qi
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Guanlian He
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Xiaoying Liu
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Xiaohong Liu
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Linxi Wang
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Zhou Chen
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fujian Medical University, Fuzhou, 350122, Fujian, China.
| | - Libin Liu
- Department of Endocrinology and Metabolism, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China.
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Jain A, Dawre S. A Comprehensive Review on Prospects of Polymeric Nanoparticles for Treatment of Diabetes Mellitus: Receptors-Ligands, In vitro & In vivo Studies. RECENT PATENTS ON NANOTECHNOLOGY 2024; 18:457-478. [PMID: 37534486 DOI: 10.2174/1872210517666230803091245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 06/08/2023] [Accepted: 06/16/2023] [Indexed: 08/04/2023]
Abstract
As per International Diabetes Federation Report 2022, worldwide diabetes mellitus (DM) caused 6.7M moralities and ~537M adults suffering from diabetes mellitus. It is a chronic condition due to β-cell destruction or insulin resistance that leads to insulin deficiency. This review discusses Type-1 DM and Type-2 DM pathophysiology in detail, with challenges in management and treatment. The toxicity issues of conventional drugs and insulin injections are complex to manage. Thus, there is a need for technological intervention. In recent years, nanotechnology has found a fruitful advancement of novel drug delivery systems that might potentially increase the efficacy of anti-diabetic drugs. Amongst nano-formulations, polymeric nanoparticles have been studied to enhance the bioavailability and efficacy of anti-diabetic drugs and insulin. In the present review, we summarized polymeric nanoparticles with different polymers utilized to deliver anti-diabetic drugs with in vitro and in vivo studies. Furthermore, this review also includes the role of receptors and ligands in diabetes mellitus and the utilization of receptor-ligand interaction to develop targeted nanoparticles. Additionally, we discussed the utility of nanoparticles for the delivery of phytoconstituents which aids in protecting the oxidative stress generated during diabetes mellitus. Atlast, this article also comprises of numerous patents that have been filed or granted for the delivery of antidiabetic and anticancer molecules for the treatment of diabetes mellitus and pancreatic cancer.
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Affiliation(s)
- Arinjay Jain
- Department of Pharmaceutics, School of Pharmacy & Technology Management, SVKMS, NMIMS, Babulde Banks of Tapi River, Mumbai-Agra Road, Shirpur, Maharashtra, 425405, India
| | - Shilpa Dawre
- Department of Pharmaceutics, School of Pharmacy & Technology Management, SVKMS, NMIMS, Babulde Banks of Tapi River, Mumbai-Agra Road, Shirpur, Maharashtra, 425405, India
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22
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Henao-Carrillo DC, Sierra-Matamoros FA, Carrillo Algarra AJ, García-Lugo JP, Hernández-Zambrano SM. Validation of the hypoglycemia awareness questionnaire to assess hypoglycemia awareness in patients with type 2 diabetes treated with insulin. Diabetes Metab Syndr 2023; 17:102917. [PMID: 38056377 DOI: 10.1016/j.dsx.2023.102917] [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: 12/27/2022] [Revised: 11/18/2023] [Accepted: 11/21/2023] [Indexed: 12/08/2023]
Abstract
AIMS Given the implications of impaired hypoglycemia awareness in patients with type 2 diabetes (T2D), it is necessary to identify reliable and valid instruments for its measurement. The Hypoglycemia Awareness Questionnaire (HypoA-Q) measures impaired awareness, symptom severity, and symptom frequency. The present study evaluated the HypoA-Q validity for assessing awareness of hypoglycemia in patients with T2D treated with insulin. METHODS The questionnaire was administered to 406 patients diagnosed with T2D on insulin treatment at four centers in Bogotá, Colombia. The internal structure of the questionnaire was analyzed using exploratory and confirmatory factor analyses, internal consistency and test-retest reliability were evaluated, and criterion validity was rated by assessing its correlation with the Clarke scale. RESULTS Factor analysis identified an empirical structure of four domains that adequately represented the construct. Cronbach's alpha and McDonald's Omega coefficients yielded values between 0.75 and 0.79 for the impaired awareness scale. Lin and intraclass correlation coefficients were 0.86 and 0.85, respectively. The correlation between the impaired awareness subscale and Clarke scale was 0.654, and differences were found between patients with good and poor awareness of hypoglycemia. CONCLUSIONS The HypoA-Q is a valid and reliable tool for measuring the awareness of hypoglycemia in patients with T2D who are treated with insulin.
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Affiliation(s)
| | | | | | - Julieth Patricia García-Lugo
- Hospital Universitario Clínica San Rafael. Specialty in Clinical Epidemiology, Faculty of Medicine, Fundación Universitaria de Ciencias de la Salud, Bogotá, Colombia
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Surlari Z, Ciurcanu OE, Budala DG, Butnaru O, Luchian I. An Update on the Interdisciplinary Dental Care Approach for Geriatric Diabetic Patients. Geriatrics (Basel) 2023; 8:114. [PMID: 38132485 PMCID: PMC10743251 DOI: 10.3390/geriatrics8060114] [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: 09/26/2023] [Revised: 11/14/2023] [Accepted: 11/23/2023] [Indexed: 12/23/2023] Open
Abstract
Diabetes mellitus is a prevalent health issue escalating worldwide that gives rise to numerous problems. Periodontal disorders are recognized as the sixth consequence associated with diabetes mellitus. Research shows that dental health affects overall health, and this knowledge is changing the dental field. The correct choice of glucose goal levels and the optimal selection of glucose-lowering medications are determined by a comprehensive geriatric assessment, an estimate of life expectancy, and a rationale for therapy at regular intervals in elderly diabetics. This article provides an overview of the correlation between diabetes and oral health, with a specific emphasis on xerostomia, periodontal disease, and dental caries. Thus, dentists play a significant role within the allied health profession by contributing to the provision of oral care for those diagnosed with diabetes, with a special focus on geriatric patients.
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Affiliation(s)
- Zenovia Surlari
- Department of Fixed Prosthodontics, Faculty of Dental Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 16 Universității Street, 700115 Iasi, Romania;
| | - Oana Elena Ciurcanu
- Department of Dental Surgery, Grigore T. Popa University of Medicine and Pharmacy, Universitatii Street 16, 700115 Iasi, Romania;
| | - Dana Gabriela Budala
- Department of Implantology, Removable Prostheses, Dental Prostheses Technology, “Grigore T. Popa” University of Medicine and Pharmacy, 16 Universitătii Street, 700115 Iasi, Romania
| | - Oana Butnaru
- Department of Biophysics, Faculty of Dental Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania;
| | - Ionut Luchian
- Department of Periodontology, Grigore T. Popa University of Medicine and Pharmacy, Universitatii Street 16, 700115 Iasi, Romania
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Li M, Zhao M, Yan H, Guo H, Shi B. Clinical characteristics and influencing factors of hypoglycemia in hospitalized patients with type 2 diabetes mellitus: A cross-sectional study. Nurs Open 2023; 10:6827-6835. [PMID: 37452509 PMCID: PMC10495719 DOI: 10.1002/nop2.1929] [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: 09/02/2022] [Accepted: 06/16/2023] [Indexed: 07/18/2023] Open
Abstract
AIM Analysed clinical characteristics and influencing factors for hypoglycemia in hospitalized patients with type 2 diabetes mellitus (T2DM), and providing a scientific reference for precision nursing care of hypoglycemia in hospitalized patients with T2DM. DESIGN A cross-sectional study. METHODS This study involved 378 hospitalized patients diagnosed with T2DM who have suffered hypoglycemia. Through questionnaires and electronic medical records to obtain the data concerning the general information, clinical symptoms, all recorded blood glucose information, and the diabetes knowledge and self-management level of the patients. The clinical characteristics and influencing factors for hypoglycemia were analysed on the basis of the classification of hypoglycemia published by the American Diabetes Association in 2020. RESULTS Among 378 patients, 207 patients (54.76%) were experiencing Grade 1 hypoglycemia and 171 patients (45.24%) were experiencing Grade 2 hypoglycemia. Hypoglycemia and Grade 2 hypoglycemia in patients with T2DM occurred predominantly within the first 3 days of hospitalization. Hypoglycemia occurred most frequently after breakfast (74 cases, 19.6%), of which Grade 1 hypoglycemia and Grade 2 hypoglycemia accounted for 50%, respectively. Multivariable logistic regression identified risk factors for Grade 2 hypoglycemia in hospitalized patients with type 2 diabetes: older age, longer duration of diabetes, low body weight, diabetic nephropathy stages 4-5, diabetic autonomic neuropathy, inadequate self-management ability and diabetes knowledge, and lower educational background. CONCLUSIONS Hypoglycemia in type 2 diabetes occurs in the first 3 days during the hospitalization and most often after breakfast during the full day. Identifying high-risk individuals and providing a scientific reference for precision nursing care of hypoglycemia in hospitalized patients with T2DM.
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Affiliation(s)
- Meng Li
- Department of EndocrinologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Meng Zhao
- Department of EndocrinologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Huan Yan
- Department of Internal Science, Medical Science CenterXi'an Jiaotong UniversityXi'anChina
| | - Hui Guo
- Department of EndocrinologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Bingyin Shi
- Department of EndocrinologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
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Hagi K, Kochi K, Watada H, Kaku K, Ueki K. Effect of patient characteristics on the efficacy and safety of imeglimin monotherapy in Japanese patients with type 2 diabetes mellitus: A post-hoc analysis of two randomized, placebo-controlled trials. J Diabetes Investig 2023; 14:1101-1109. [PMID: 37264517 PMCID: PMC10445191 DOI: 10.1111/jdi.14035] [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: 11/27/2022] [Revised: 03/22/2023] [Accepted: 05/18/2023] [Indexed: 06/03/2023] Open
Abstract
AIMS/INTRODUCTION Substantial variability in demographic and clinical characteristics exists among patients with type 2 diabetes mellitus, which may impact treatment. This post-hoc analysis evaluated the efficacy and safety of imeglimin 1,000 mg twice daily (BID) monotherapy in type 2 diabetes mellitus patients according to demographic and clinical characteristics. MATERIALS AND METHODS Data were pooled from two placebo-controlled, 24 week, randomized, double-blind studies in adults with type 2 diabetes mellitus. Outcomes (least squares mean [LSM] change in HbA1c from baseline to week 24, and safety) were analyzed according to subgroups based on demographics, clinical characteristics, and comorbidities. RESULTS The difference in LSM change in HbA1c from baseline to week 24 was statistically significant for imeglimin vs placebo in all patient subgroups analyzed (P < 0.05 each), including demographics (age, body mass index), clinical characteristics (duration of type 2 diabetes mellitus, chronic kidney disease [CKD] stage, and prior medication use) and comorbidities (hypertension, dyslipidemia, risk of hepatic fibrosis and liver function parameter status). A statistically significant separation from placebo in HbA1c was observed at week 4 and maintained through week 24. No new safety concerns were identified with imeglimin in any patient subpopulations. CONCLUSIONS The efficacy and safety of imeglimin was demonstrated across patient subgroups, irrespective of baseline demographic and clinical characteristics. Our findings confirm the efficacy and safety of imeglimin across a broad spectrum of patients with type 2 diabetes mellitus.
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Affiliation(s)
| | | | - Hirotaka Watada
- Department of Metabolism and EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Kohei Kaku
- Department of MedicineKawasaki Medical SchoolOkayamaJapan
| | - Kohjiro Ueki
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global Health and MedicineTokyoJapan
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Zhou XY, Huang SF, Lin JX, Zhi HN, Xiao L, Wang XZ, Guo KH, Zhou L, Long T, You HM, Lin MR, Luo XY, Sun WP, Zeng CP. Clinical characteristics and acute complication of COVID-19 patients with diabetes: a multicenter, retrospective study in Southern China. Front Endocrinol (Lausanne) 2023; 14:1237832. [PMID: 37645409 PMCID: PMC10461553 DOI: 10.3389/fendo.2023.1237832] [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: 06/10/2023] [Accepted: 07/27/2023] [Indexed: 08/31/2023] Open
Abstract
Aims This study aims to describe the clinical characteristics, laboratory data and complications of hospitalized COVID-19 patients with type 2 diabetes mellitus (T2DM) since epidemic prevention and control optimization was adjusted in December 2022 in China. Methods This retrospective multicenter study included 298 patients with confirmed type 2 diabetes mellitus with or without COVID-19. We collected data from the first wave of the pandemic in The Fifth Affiliated Hospital of Guangzhou Medical University, Loudi Central Hospital and The First People's Hospital of Xiangtan from December 1, 2022 to February 1, 2023. We extracted baseline data, clinical symptoms, acute complications, laboratory findings, treatment and outcome data of each patient from electronic medical records. Results For among 298 hospitalized patients with type 2 diabetes, 136 (45.6%) were COVID-19 uninfected, and 162 (54.4%) were COVID-19 infected. We found that the incidence of cough, fatigue, fever, muscle soreness, sore throat, shortness of breath, hyposmia, hypogeusia and polyphagia (all p<0.01) were significantly higher in the exposure group. They showed higher levels of ketone (p=0.04), creatinine (p<0.01), blood potassium (p=0.01) and more diabetic ketoacidosis (p<0.01). Patients with COVID-19 less use of metformin (p<0.01), thiazolidinediones (p<0.01) and SGLT2 (p<0.01) compared with patients without COVID-19. Conclusion COVID-19 patients with diabetes showed more severe respiratory and constitutional symptoms and an increased proportion of hyposmia and hypogeusia. Moreover, COVID-19 patients with diabetes have a higher incidence of acute complications, are more prone to worsening renal function, and are more cautious about the use of antidiabetic drugs.
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Affiliation(s)
- Xiao-ying Zhou
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Shao-feng Huang
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jun-xu Lin
- Department of Endocrinology, The Affiliated Loudi Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Hai-ni Zhi
- Department of Endocrinology, The Affiliated Loudi Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Lu Xiao
- Department of Endocrinology and Metabolism, Loudi Central Hospital, Loudi, China
| | - Xiang-zhu Wang
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Kai-heng Guo
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Lin Zhou
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Tao Long
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hui-min You
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Ming-run Lin
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Xiang-ya Luo
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wei-ping Sun
- Department of Endocrinology and Metabolism, Loudi Central Hospital, Loudi, China
| | - Chun-ping Zeng
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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González-Juanatey C, Anguita-Sánchez M, Barrios V, Núñez-Gil I, Gómez-Doblas JJ, García-Moll X, Lafuente-Gormaz C, Rollán-Gómez MJ, Peral-Disdier V, Martínez-Dolz L, Rodríguez-Santamarta M, Viñolas-Prat X, Soriano-Colomé T, Muñoz-Aguilera R, Plaza I, Curcio-Ruigómez A, Orts-Soler E, Segovia-Cubero J, Fanjul V, Marín-Corral J, Cequier Á. Impact of Advanced Age on the Incidence of Major Adverse Cardiovascular Events in Patients with Type 2 Diabetes Mellitus and Stable Coronary Artery Disease in a Real-World Setting in Spain. J Clin Med 2023; 12:5218. [PMID: 37629262 PMCID: PMC10456002 DOI: 10.3390/jcm12165218] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
Patients with type 2 diabetes mellitus (T2DM) and coronary artery disease (CAD) without myocardial infarction (MI) or stroke are at high risk for major cardiovascular events (MACEs). We aimed to provide real-world data on age-related clinical characteristics, treatment management, and incidence of major cardiovascular outcomes in T2DM-CAD patients in Spain from 2014 to 2018. We used EHRead® technology, which is based on natural language processing and machine learning, to extract unstructured clinical information from electronic health records (EHRs) from 12 hospitals. Of the 4072 included patients, 30.9% were younger than 65 years (66.3% male), 34.2% were aged 65-75 years (66.4% male), and 34.8% were older than 75 years (54.3% male). These older patients were more likely to have hypertension (OR 2.85), angina (OR 1.64), heart valve disease (OR 2.13), or peripheral vascular disease (OR 2.38) than those aged <65 years (p < 0.001 for all comparisons). In general, they were also more likely to receive pharmacological and interventional treatments. Moreover, these patients had a significantly higher risk of MACEs (HR 1.29; p = 0.003) and ischemic stroke (HR 2.39; p < 0.001). In summary, patients with T2DM-CAD in routine clinical practice tend to be older, have more comorbidities, are more heavily treated, and have a higher risk of developing MACE than is commonly assumed from clinical trial data.
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Affiliation(s)
| | - Manuel Anguita-Sánchez
- Instituto Maimonides de Investigación Biomédica de Córdoba (IMIBIC), Hospital Universitario Reina Sofía, Universidad de Córdoba, 14014 Cordoba, Spain;
| | | | - Iván Núñez-Gil
- Cardiology Department, Hospital Clínico Universitario San Carlos, 28040 Madrid, Spain;
- Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain
| | - Juan José Gómez-Doblas
- IBIMA (Instituto de Investigación Biomédica de Málaga), Hospital Universitario Virgen de la Victoria, CIBERCV (Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares), 29010 Malaga, Spain;
| | - Xavier García-Moll
- Hospital Universitario Santa Creu i Sant Pau, 08041 Barcelona, Spain; (X.G.-M.); (X.V.-P.)
| | | | | | | | - Luis Martínez-Dolz
- Hospital Universitario y Politécnico La Fe, CIBERCV (Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares), IIS La Fe, 46026 Valencia, Spain;
| | | | - Xavier Viñolas-Prat
- Hospital Universitario Santa Creu i Sant Pau, 08041 Barcelona, Spain; (X.G.-M.); (X.V.-P.)
| | - Toni Soriano-Colomé
- Hospital Vall d’Hebron, CIBERCV (Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares), 08035 Barcelona, Spain;
| | | | | | | | - Ernesto Orts-Soler
- Hospital General Universitario de Castellón, 12004 Castellon de la Plana, Spain;
| | | | - Víctor Fanjul
- Savana Research SL, 28013 Madrid, Spain; (V.F.); (J.M.-C.)
| | | | - Ángel Cequier
- Hospital Universitario de Bellvitge, IDIBELL (Instituto de Investigación Biomédica de Bellvitge), Universidad de Barcelona, 08007 Barcelona, Spain;
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Cano-Escalera G, Graña M, Irazusta J, Labayen I, Gonzalez-Pinto A, Besga A. Mortality Risks after Two Years in Frail and Pre-Frail Older Adults Admitted to Hospital. J Clin Med 2023; 12:jcm12093103. [PMID: 37176544 PMCID: PMC10179017 DOI: 10.3390/jcm12093103] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 03/11/2023] [Accepted: 04/06/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND Frailty is characterized by a progressive decline in the physiological functions of multiple body systems that lead to a more vulnerable condition, which is prone to the development of various adverse events, such as falls, hospitalization, and mortality. This study aims to determine whether frailty increases mortality compared to pre-frailty and to identify variables associated with a higher risk of mortality. MATERIALS Two cohorts, frail and pre-frail subjects, are evaluated according to the Fried phenotype. A complete examination of frailty, cognitive status, comorbidities and pharmacology was carried out at hospital admission and was extracted through electronic health record (EHR). Mortality was evaluated from the EHR. METHODS Kaplan-Meier estimates of survival probability functions were calculated at two years censoring time for frail and pre-frail cohorts. The log-rank test assessed significant differences between survival probability functions. Significant variables for frailty (p < 0-05) were extracted by independent sample t-test. Further selection was based on variable significance found in multivariate logistic regression discrimination between frail and pre-frail subjects. Cox regression over univariate t-test-selected variables was calculated to identify variables associated with higher proportional hazard risks (HR) at two years. RESULTS Frailty is associated with greater mortality at two years censoring time than pre-frailty (log-rank test, p < 0.0001). Variables with significant (p < 0.05) association with mortality identified in both cohorts (HR 95% (CI in the frail cohort) are male sex (0.44 (0.29-0.66)), age (1.05 (1.01-1.09)), weight (0.98 (0.96-1.00)), and use of proton-pump inhibitors (PPIs) (0.60 (0.41-0.87)). Specific high-risk factors in the frail cohort are readmission at 30 days (0.50 (0.33-0.74)), SPPB sit and stand (0.62 (0.45-0.85)), heart failure (0.67 (0.46-0.98)), use of antiplatelets (1.80 (1.19-2.71)), and quetiapine (0.31 (0.12-0.81)). Specific high-risk factors in the pre-frail cohort are Barthel's score (120 (7.7-1700)), Pfeiffer test (8.4; (2.3-31)), Mini Nutritional Assessment (MNA) (1200 (18-88,000)), constipation (0.025 (0.0027-0.24)), falls (18,000 (150-2,200,000)), deep venous thrombosis (8400 (19-3,700,000)), cerebrovascular disease (0.01 (0.00064-0.16)), diabetes (360 (3.4-39,000)), thyroid disease (0.00099 (0.000012-0.085)), and the use of PPIs (0.062 (0.0072-0.54)), Zolpidem (0.000014 (0.0000000021-0.092)), antidiabetics (0.00015 (0.00000042-0.051)), diuretics (0.0003 (0.000004-0.022)), and opiates (0.000069 (0.00000035-0.013)). CONCLUSIONS Frailty is associated with higher mortality at two years than pre-frailty. Frailty is recognized as a systemic syndrome with many links to older-age comorbidities, which are also found in our study. Polypharmacy is strongly associated with frailty, and several commonly prescribed drugs are strongly associated with increased mortality. It must be considered that frail patients need coordinated attention where the diverse specialist taking care of them jointly examines the interactions between the diversity of treatments prescribed.
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Affiliation(s)
- Guillermo Cano-Escalera
- Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Spain
- Computational Intelligence Group, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Spain
| | - Manuel Graña
- Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Spain
- Computational Intelligence Group, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Spain
| | - Jon Irazusta
- Department of Physiology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU), 48940 Bilbao, Spain
- BioCruces Health Research Institute, 48903 Barakaldo, Spain
| | - Idoia Labayen
- Institute for Innovation & Sustainable Development in Food Chain (IS-FOOD), Public University of Navarra, 31006 Pamplona, Spain
| | - Ana Gonzalez-Pinto
- BioAraba, Health Research Institute, Department of Medicine, Hospital Universitario de Araba, 01004 Vitoria, Spain
- Biomedical Research Centre in Mental Health Network (CIBERSAM), 28029 Madrid, Spain
| | - Ariadna Besga
- BioAraba, Health Research Institute, Department of Medicine, Hospital Universitario de Araba, 01004 Vitoria, Spain
- Biomedical Research Centre in Mental Health Network (CIBERSAM), 28029 Madrid, Spain
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Almomani HY, Pascual CR, Grassby P, Ahmadi K. Effectiveness of the SUGAR intervention on hypoglycaemia in elderly patients with type 2 diabetes: A pragmatic randomised controlled trial. Res Social Adm Pharm 2023; 19:322-331. [PMID: 36253284 DOI: 10.1016/j.sapharm.2022.09.017] [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: 03/08/2022] [Revised: 09/19/2022] [Accepted: 09/28/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND A pharmacist-led, individualised, educational intervention (SUGAR) was formulated to prevent hypoglycaemia among elderly patients with type 2 diabetes mellitus (T2DM) in Jordan. OBJECTIVE(S) To evaluate the effectiveness of the SUGAR intervention added to usual care compared with usual care only in preventing hypoglycaemic attacks in elderly patients with T2DM in Jordan. METHODS A single-centre, pragmatic, open-label, randomised controlled trial with embedded process evaluation was conducted at the outpatient clinics of a hospital in Jordan. Elderly patients (≥65 years) with T2DM and on sulfonylurea, insulin, or at least three anti-diabetic medications were recruited and parallelly randomised to the SUGAR intervention with usual care or the control (usual care) groups. The primary outcome was the rate of total hypoglycaemic attacks per patient after 3 months from randomisation. Secondary outcomes included rate of hypoglycaemia subtypes, the incidence of any and subtypes of hypoglycaemia, hypoglycaemia-free survival probability, and incidence of fasting hyperglycaemia necessitating therapy modification. Outcomes were measured through glucose meters and diaries, assessed at 3 months, and analysed by intention to treat. RESULTS A total of 212 participants (mean age 68.98 years, 58.96% men) were randomly allocated (106 in each group), with 190 (89.62%) participants completing the study. The mean of total hypoglycaemic attacks was less in the intervention group compared with the control group (3.91 [SD 7.65] vs. 6.87 [SD 11.99]; p < 0.0001) at three months. The intervention significantly reduced the rate of hypoglycaemia subtypes; the odds to experience any, severe, and symptomatic hypoglycaemia; and increased hypoglycaemia-free survival probability compared with the control group at three months. Incidence of fasting hyperglycaemia necessitating therapy modification was similar between groups. CONCLUSIONS The SUGAR intervention can prevent hypoglycaemia without increasing the risk of fasting hyperglycaemia warranting therapy adjustment in elderly Jordanians with T2DM.
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Affiliation(s)
- Huda Y Almomani
- Department of Applied Pharmaceutical Sciences and Clinical Pharmacy, Faculty of Pharmacy, Isra University, Amman, Jordan.
| | | | - Paul Grassby
- School of Pharmacy, University of Lincoln, LN6 7DL, Lincoln, United Kingdom
| | - Keivan Ahmadi
- Advanced Research Fellow NIHR ARC NWL, Department of Primary Care and Public Health, School of Public Health, Faculty of Medicine, Imperial College London, United Kingdom
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Rosenstock J, Kolkailah AA, McGuire DK, Espeland MA, Mattheus M, Pfarr E, Lund SS, Marx N. Incident and recurrent hypoglycaemia with linagliptin and glimepiride over a median of 6 years in the CAROLINA cardiovascular outcome trial. Diabetes Obes Metab 2023; 25:1453-1463. [PMID: 36700416 DOI: 10.1111/dom.14991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/12/2023] [Accepted: 01/23/2023] [Indexed: 01/27/2023]
Abstract
AIM The CAROLINA trial established non-inferiority of linagliptin versus glimepiride for major adverse cardiovascular events in patients with relatively early type 2 diabetes at increased cardiovascular risk. In pre-specified and post-hoc analyses, we investigated treatment effects on total hypoglycaemic burden in CAROLINA. MATERIALS AND METHODS Patients were randomized and treated with 5 mg linagliptin (n = 3014) or 1-4 mg glimepiride (n = 3000) once daily added to standard care. Hypoglycaemia captured from investigator-reported adverse events was analysed with Poisson and negative binomial regressions for the first and total (first plus recurrent) events, respectively. The influence of insulin initiation and glycated haemoglobin (HbA1c) change on the treatment effect for hypoglycaemia was also explored. RESULTS Over 6.3 years median follow-up, average HbA1c over time did not differ between linagliptin versus glimepiride (weighted mean difference [95% confidence interval]: 0.00%, [-0.05, 0.05]), nor did insulin initiation (18.6% vs. 19.2% of patients, respectively), whereas body weight was lower with linagliptin (-1.54 kg, [-1.80, -1.28]). Hypoglycaemia frequency was lower with linagliptin across all hypoglycaemia categories, including severe episodes. Rate ratios (95% confidence interval) for first and total events for investigator-reported hypoglycaemia were 0.21 (0.19-0.24) and 0.12 (0.10-0.14), respectively, with 8.7 first and 60.8 total estimated events prevented/100 patient-years with linagliptin versus glimepiride. These differences occurred during night-time and daytime, and in subgroup analyses of total events. Treatment differences in hypoglycaemia were neither impacted by HbA1c changes nor insulin initiation. CONCLUSIONS Across the severity spectrum, linagliptin substantially reduced the hypoglycaemic burden versus glimepiride in patients with relatively early type 2 diabetes at increased cardiovascular risk.
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Affiliation(s)
| | - Ahmed A Kolkailah
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Parkland Health and Hospital System, Dallas, Texas, USA
| | - Darren K McGuire
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Parkland Health and Hospital System, Dallas, Texas, USA
| | - Mark A Espeland
- Departments of Internal Medicine and Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | | | - Egon Pfarr
- Boehringer Ingelheim Pharma GmbH & Co. KG, Ingelheim, Germany
| | - Søren S Lund
- Boehringer Ingelheim International GmbH, Ingelheim, Germany
| | - Nikolaus Marx
- Department of Internal Medicine I, University Hospital Aachen, RWTH Aachen University, Aachen, Germany
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Lajara R, Heller C, Pantalone KM, Lew E, Li X, Dex T, Kilpatrick CR. iGlarLixi versus premixed insulin initiation in adults with type 2 diabetes advancing from basal insulin therapy: The SoliComplex real-world study. Diabetes Obes Metab 2023; 25:1249-1260. [PMID: 36633506 DOI: 10.1111/dom.14974] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/19/2022] [Accepted: 12/30/2022] [Indexed: 01/13/2023]
Abstract
AIM To compare outcomes in adults with type 2 diabetes (T2D) suboptimally controlled with basal insulin who initiated treatment with iGlarLixi or premixed insulin. METHODS This retrospective real-world analysis was conducted using data from adults (age ≥ 18 years) with T2D in the US Optum Clinformatics database who had previously received basal insulin and newly initiated iGlarLixi or premixed insulin. Cohorts were propensity-score matched on baseline characteristics using a greedy nearest neighbour-matching algorithm, and outcomes were assessed at 12 months. Subgroup analyses were performed for those aged 65 years or older and those with a baseline HbA1c of 9% or higher. The primary endpoint was treatment persistence in the overall population. Secondary endpoints were treatment adherence, healthcare resource utilization (HRU), costs, hypoglycaemia events and change in HbA1c from baseline. RESULTS Each cohort comprised 834 participants. In the overall population, treatment persistence at 12 months was statistically significantly higher for iGlarLixi versus premixed insulin: 42.5% versus 39.1%; hazard ratio 0.88; 95% confidence interval 0.778-0.998; P = .0465. Adherence and HbA1c reduction were similar between groups, whereas hypoglycaemia events, HRU and costs were numerically lower for iGlarLixi. Outcomes in both the age 65 years or older subgroup and in those with an HbA1c of 9% or higher were consistent with those for the overall population. CONCLUSIONS In this observational study in people with T2D suboptimally controlled on basal insulin, once-daily iGlarLixi was an effective treatment alternative to premixed insulin with significantly higher treatment persistence, similar adherence and HbA1c reduction, and numerically lower hypoglycaemia events, HRU and costs, regardless of age or baseline HbA1c.
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Affiliation(s)
| | | | | | | | - Xuan Li
- Sanofi, Bridgewater, New Jersey, USA
| | - Terry Dex
- Sanofi, Bridgewater, New Jersey, USA
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Liu Y, Xu H, Li J, Yang Y, Zhang J, Liu X, Li J, Yu Y, Qin G. Separate and combined effect of visit-to-visit glycaemic variability and mean fasting blood glucose level on all-cause mortality in patients with type 2 diabetes: A population-based cohort study. Diabetes Obes Metab 2022; 24:2400-2410. [PMID: 35876225 DOI: 10.1111/dom.14826] [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: 04/29/2022] [Revised: 07/12/2022] [Accepted: 07/20/2022] [Indexed: 11/29/2022]
Abstract
AIMS To assess the independent and combined impacts of visit-to-visit fasting blood glucose variability (VVV-FBG) and mean fasting blood glucose level (M-FBG) on all-cause mortality. MATERIALS AND METHODS This prospective cohort study included 48 843 Chinese patients with type 2 diabetes. Cox proportional hazards regression models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) to evaluate the association of VVV-FBG and M-FBG with all-cause mortality. The potential nonlinear associations were examined using restricted cubic splines, and additive interaction was evaluated using relative excess risk due to interaction (RERI). Cox generalized additive models (CGAMs) and bivariate response surface models were further used to assess the combined effects of VVV-FBG and M-FBG. RESULTS A total of 4087 deaths were observed during a median follow-up of 6.99 years. Compared with patients with values at the 5th percentile of average real variability (ARV) and M-FBG, we observed a 23% and 38% increased risk of premature deaths among those with values at the 95th percentile of ARV (HR 1.23, 95% CI 1.10, 1.37) and M-FBG (HR 1.38, 95% CI 1.26, 1.51), respectively. The interaction between glycaemic variability (ARV) and M-FBG was significant on both the additive scale (RERI 0.80 [0.29, 1.32]) and the multiplicative scale (HR 1.90 [1.10, 3.28]). High VVV-FBG and high M-FBG conferred the highest risk of all-cause mortality (HR 1.89, 95% CI 1.64, 2.17), compared to low VVV-FBG and low M-FBG. The CGAMs showed significant synergistic effects between glycaemic variability and M-FBG (P < 0.05). Moreover, a bivariate surface plot showed that risk of death increased more rapidly in type 2 diabetes patients with lower M-FBG combined with lower VVV-FBG. CONCLUSIONS The coexistence of high glycaemic variability and high glucose level might exacerbate the independent risk of premature mortality in type 2 diabetes patients, highlighting the importance of achieving normal and stable glucose levels simultaneously in the management of glucose.
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Affiliation(s)
- Yahang Liu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Huilin Xu
- Shanghai Minhang Center for Disease Control and Prevention, Shanghai, China
| | - Jun Li
- Shanghai Minhang Center for Disease Control and Prevention, Shanghai, China
| | - Yating Yang
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jie Zhang
- Department of Public Health, Aarhus University, Aarhus, Denmark
- NCRR-National Centre for Register-based Research, Aarhus University, Aarhus, Denmark
| | - Xiaoqin Liu
- NCRR-National Centre for Register-based Research, Aarhus University, Aarhus, Denmark
| | - Jiong Li
- Department of Clinical Medicine-Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Yongfu Yu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Shanghai Institute of Infectious Disease and Biosecurity, Shanghai, China
| | - Guoyou Qin
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Shanghai Institute of Infectious Disease and Biosecurity, Shanghai, China
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Swart ECS, Neilson LM, Munshi KD, Peasah SK, Henderson R, Good CB. Trends in add-on medications following metformin monotherapy for type 2 diabetes. J Manag Care Spec Pharm 2022; 28:1253-1259. [PMID: 36282929 PMCID: PMC10373027 DOI: 10.18553/jmcp.2022.28.11.1253] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND: Although metformin is generally universally recommended as a first-line pharmacologic therapy for most people living with type 2 diabetes, second-line and third-line choices can require a tailored approach to achieve optimal blood glucose and glycated hemoglobin levels. OBJECTIVE: To examine national trends in second- and third-line antihyperglycemic medications following metformin monotherapy, comparing 2015 and 2019. METHODS: This retrospective cohort analysis of deidentified pharmacy claims from a large national pharmacy benefits manager from January 1, 2015, to December 31, 2015, and again in January 1, 2019, to December 31, 2019, included adults (aged ≥ 18 years) continuously enrolled in commercial or Medicare insurance plans who filled an index metformin prescription in either year. Proportions of patients by second-line and third-line antihyperglycemic class were calculated. RESULTS: Second-line use of sulfonylureas (-10.1%; P < 0.001), combination drugs (-3.0%; P < 0.001), and dipeptidyl peptidase-4 inhibitors (-2.0%; P = 0.031) significantly declined, whereas second-line use of sodium-glucose cotransporter 2 inhibitors (SGLT2is) (+4.9%; P < 0.001) and glucagon-like peptide-1 receptor agonists (GLP-1Ras) (+10.0%; P < 0.001) significantly increased. Similarly, third-line use of sulfonylureas declined (-5.5%; P = 0.005), whereas third-line use of SGLT2is (+3.4%; P = 0.005) and GLP-1RAs (+8.3%; P < 0.001) increased. Similar trends between 2015 and 2019 were found in commercial and Medicare subgroups. Among all groups in 2015 compared with 2019, sulfonylureas were the most prescribed second-line class and insulins the most common third-line class. Although SGLT2i and GLP-1RA together represented more than one-third of second-line and third-line prescriptions for commercially insured patients in 2019 (34.3% and 35.0%, respectively), these classes were less frequently prescribed in the Medicare subgroup (18% and 25.6%, respectively). CONCLUSIONS: This report provides updated second-line and third-line antihyperglycemic medication prescribing trends in the United States, which suggests that evidence-based guidelines are being used in practice to prevent complications and individualize diabetes care. DISCLOSURES: Ms Swart and Drs Peasah and Good are employed by UPMC Health Plan. Dr Neilson was employed by UPMC Health Plan at the time of the study. Drs Munshi and Henderson were employed by Evernorth at the time of the study.
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Affiliation(s)
- Elizabeth CS Swart
- Centers for High-Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | - Lynn M Neilson
- Centers for High-Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | | | - Samuel K Peasah
- Centers for High-Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | | | - Chester B Good
- Centers for High-Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
- Division of General Internal Medicine, School of Medicine, University of Pittsburgh, PA
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Chen HM, Su BY. Factors Related to the Continuity of Care and Self-Management of Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study in Taiwan. Healthcare (Basel) 2022; 10:2088. [PMID: 36292535 PMCID: PMC9602078 DOI: 10.3390/healthcare10102088] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 10/17/2022] [Accepted: 10/18/2022] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND Most diabetic patients suffer from chronic diseases affecting their self-management status. This study aims to explore the relationship between the CoC and the self-management of patients with Type 2 Diabetes Mellitus (T2DM) and analyze the predictive factors affecting their self-management. METHODS Structured questionnaires were used for data collection. Convenient sampling was adopted to recruit inpatients diagnosed with T2DM in the endocrine ward of a medical hospital in central Taiwan. RESULTS A total of 160 patients were recruited. The average age of the patients is 66.60 ± 14.57 years old. Among the four dimensions of the self-management scale, the average score of the problem-solving dimension was the highest, and that of the self-monitoring of blood glucose was the lowest. The analysis results showed that the overall regression model could explain 20.7% of the total variance in self-management. CONCLUSIONS Healthcare providers should attach importance to the CoC of T2DM patients and encourage patients to maintain good interaction with healthcare providers during their hospitalization. It is recommended to strengthen CoC for patients with diabetes who are single or with low educational levels in clinical practice to enhance their blood glucose control and improve diabetes self-management.
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Affiliation(s)
- Hsiao-Mei Chen
- Department of Nursing, Chung Shan Medical University, Taichung 40201, Taiwan
- Department of Nursing, Chung Shan Medical University Hospital, Taichung 40201, Taiwan
| | - Bei-Yi Su
- Department of Psychology, Chung Shan Medical University, Taichung 40201, Taiwan
- Clinical Psychological Room, Chung Shan Medical University Hospital, Taichung 40201, Taiwan
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Ultra rapid lispro improves postprandial glucose control versus lispro in combination with insulin glargine/degludec in adults with type 2 diabetes: a prospective, randomized, double-blind, phase 3 trial. Sci Bull (Beijing) 2022; 67:1785-1791. [PMID: 36546064 DOI: 10.1016/j.scib.2022.08.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/25/2022] [Accepted: 07/27/2022] [Indexed: 01/07/2023]
Abstract
Ultra rapid lispro (URLi) is a novel formulation of insulin lispro designed to more closely match the physiological insulin response to a meal, with the aim of improving postprandial glucose (PPG) control. We conducted a multinational, multicenter, randomized, double-blind, treat-to-target, 26-week, phase 3 trial to evaluate the efficacy and safety of URLi in adults with type 2 diabetes (T2D). After an 8-week lead-in period during which basal insulin glargine or degludec was optimized, adults with T2D were randomized (2:1) to prandial URLi (n = 395) or lispro (n = 200). The primary endpoint was non-inferiority of URLi versus lispro in glycated hemoglobin A1c (HbA1c) change from baseline to week 26. Multiplicity-adjusted analyses were performed to assess the superiority of URLi in 1- and 2-h PPG excursions during a mixed-meal tolerance test (MMTT) and HbA1c change at week 26. URLi showed non-inferiority for HbA1c change at week 26 versus lispro (least-squares mean [LSM] difference, 0.07%; 95% confidence interval: -0.07, 0.21). HbA1c was reduced by 0.56% and 0.63% with URLi and lispro, respectively, with no significant treatment difference (P = 0.321). URLi provided superior PPG excursion control versus lispro at 1 h (LSM difference: -14.6 mg/dL, P < 0.001) and 2 h (LSM difference: -21.8 mg/dL, P < 0.001) as well as other time points (30-240 min) during the MMTT. Incremental area under the glucose curve during the MMTT was also significantly lower with URLi versus lispro. The safety profiles were generally similar between treatment groups. In conclusion, URLi was superior to lispro for PPG control, with non-inferiority in HbA1c improvement, in adults with T2D.
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36
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Long C, Tang Y, Huang J, Liu S, Xing Z. Association of long-term visit-to-visit variability of HbA1c and fasting glycemia with hypoglycemia in type 2 diabetes mellitus. Front Endocrinol (Lausanne) 2022; 13:975468. [PMID: 36034445 PMCID: PMC9402888 DOI: 10.3389/fendo.2022.975468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 07/21/2022] [Indexed: 11/14/2022] Open
Abstract
Background Self-management of blood glucose levels to avoid hypoglycemia is vital for patients with type 2 diabetes mellitus (T2DM). The association between specific metrics of glycemic variability (glycosylated hemoglobin A1c [HbA1c] and fasting plasma glucose [FPG]) and severe hypoglycemia has not been fully studied in patients with T2DM. Methods In this post hoc analysis, patients with established T2DM with a high risk of cardiovascular disease were included in the Action to Control Cardiovascular Risk in Diabetes (ACCORD) study. The Cox proportional hazards model was used to investigate the relationship between glycemic variability and hypoglycemia requiring medical assistance (HMA) and hypoglycemia requiring any third-party assistance (HAA). The prognostic value of HbA1c/FPG variability for our predefined outcomes was compared using Harrell's C method. Results After adjusting for confounders, each increase in HbA1c variability of 1 standard deviation (SD) indicated a higher risk of HAA (hazard ratio [HR]: 1.10; 95% confidence interval [CI]: 1.03-1.16; P < 0.01) and HMA events (HR: 1.11; 95% CI: 1.03-1.20; P < 0.01). Meanwhile, each increase in FPG variability of 1 SD increased the risk of HAA (HR: 1.40; 95% CI: 1.31-1.49; P < 0.01) and HMA events (HR: 1.46; 95% CI: 1.35-1.57; P < 0.01). Meanwhile, models, including FPG variability, had better prognostic value for our predefined outcomes than HbA1c variability (P < 0.01). Conclusions Increased visit-to-visit variability in HbA1c and fasting glycemia is associated with a greater risk of severe hypoglycemic events in T2DM patients. FPG variability is a more sensitive indicator than HbA1c variability. Trial registration http://www.clinicaltrials.gov. Unique identifier: NCT00000620.
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Affiliation(s)
- Chen Long
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yaling Tang
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jiangsheng Huang
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Suo Liu
- Department of Cardiothoracic Surgery, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Zhenhua Xing
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
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Zhang Q, Chigutsa F, Chang AM. Efficacy and Safety of Ultra-Rapid Lispro in Younger and Older Patients with Type 2 Diabetes: Randomized Double-Blind PRONTO-T2D Study. Diabetes Ther 2022; 13:1547-1557. [PMID: 35781789 PMCID: PMC9309112 DOI: 10.1007/s13300-022-01290-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 06/14/2022] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION Ultra-rapid lispro (URLi) is a new prandial insulin lispro formulation. In the PRONTO-T2D study, URLi, in a basal-bolus regimen with glargine or degludec, was non-inferior to lispro (Humalog®) for HbA1c reduction and superior for postprandial glucose (PPG) control. We evaluated the efficacy and safety of URLi compared to lispro in younger versus older patients in PRONTO-T2D. METHODS PRONTO-T2D was a phase 3, 26-week, double-blind, treat-to-target study in people with type 2 diabetes. In this sub-group analysis, we compared URLi to lispro on the change from baseline in HbA1c and rate of level 2 hypoglycemia (< 54 mg/dl) in patients aged < 65 (N = 406) and ≥ 65 years (N = 267). RESULTS At baseline, patients < 65 versus ≥ 65 years had mean age of 54.9 versus 69.2 years and duration of diabetes 14.6 versus 19.4 years. Mean HbA1c at screening and randomization was 8.35 and 7.34%, respectively, in patients < 65 years, and 8.21 and 7.23%, respectively, in patients ≥ 65 years. At endpoint, mean HbA1c with URLi versus lispro was 6.92 versus 6.90%, respectively, in patients < 65 years and 6.89 versus 6.79%, respectively, in patients ≥ 65 years. URLi significantly reduced 1- and 2-h PPG excursions with a standardized meal test in both age groups: between-treatment differences at 1-h postmeal for younger and older patients was - 9.8 and - 15.1 mg/dl, respectively; and at 2-h postmeal, - 18.7 and - 15.1 mg/dl, respectively, all p < 0.05. Severe and nocturnal hypoglycemia were similar between groups. The relative rate (URLi/Humalog) of level 2 hypoglycemia was lower in older versus younger patients, with a significant treatment-by-age interaction observed. No differential treatment effects were noted for insulin dose, weight, and fasting and maximum glucose after the meal test. CONCLUSIONS URLi, in a basal-bolus regimen, resulted in endpoint HbA1c < 7% and significantly lower PPG excursions compared to lispro in both age groups, with reduced level 2 hypoglycemia in older versus younger patients. TRIAL REGISTRATION ClinicalTrials.gov, NCT03214380.
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Affiliation(s)
- Qianyi Zhang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Farai Chigutsa
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Annette M Chang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
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Katona K, Menting MD, Pisters YM. Assessment of variation in long-term outcomes of integrated care initiatives in Dutch health care. INTERNATIONAL JOURNAL OF CARE COORDINATION 2022. [DOI: 10.1177/20534345221109429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Introduction The care for many patients with diabetes mellitus type 2 in the Netherlands, is contracted by a local care group. The healthcare providers, who collectively shape a care group, provide protocolled diabetes care. Differences exist between care groups in terms of their organizational and financial arrangements. These differences may result in variation in outcomes. The aim of this study is to assess whether variation in healthcare costs, diabetes complications and related hospital admissions on the level of care groups exist. Methods A quantitative cohort study was conducted. Patients who used diabetes medication (more than 180 days of defined daily doses per year) for the first time between the years 2014 and 2019 were included. Data were extracted from health insurance claims between 2014 and 2019. Generalized linear mixed models were used to analyse patient variation in healthcare costs (two and six years follow-up), diabetes-related complications and hospital admission days. Intraclass correlation coefficients were calculated to estimate the amount of variation that was attributable to the care groups. Results A large variation in outcome variables was observed between patients and a small variation between care groups. The intraclass correlation coefficient for long-term costs was 0.4%; for short-term costs between 0.1% and 0.3%; for complications 1% and for hospital days 4%. Discussion A large variation between patients with diabetes mellitus type 2 exists in terms of their healthcare costs and complications. In our study, care groups accounted minimally for this variation. A generalized linear mixed model in combination with year cohorts is a tool to study variations in the long-term outcomes of integrated care initiatives.
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Affiliation(s)
- Katalin Katona
- Dutch Healthcare Authority, Utrecht, The Netherlands
Department of Health Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Malou Dorine Menting
- Dutch Healthcare Authority, Utrecht, The Netherlands
Department of Health Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ylva Michelle Pisters
- Dutch Healthcare Authority, Utrecht, The Netherlands
Department of Health Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Ragab M, AL-Ghamdi ASALM, Fakieh B, Choudhry H, Mansour RF, Koundal D. Prediction of Diabetes through Retinal Images Using Deep Neural Network. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:7887908. [PMID: 35694596 PMCID: PMC9187442 DOI: 10.1155/2022/7887908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/19/2022] [Accepted: 05/17/2022] [Indexed: 12/15/2022]
Abstract
Microvascular problems of diabetes, such as diabetic retinopathy and macular edema, can be seen in the eye's retina, and the retinal images are being used to screen for and diagnose the illness manually. Using deep learning to automate this time-consuming process might be quite beneficial. In this paper, a deep neural network, i.e., convolutional neural network, has been proposed for predicting diabetes through retinal images. Before applying the deep neural network, the dataset is preprocessed and normalised for classification. Deep neural network is constructed by using 7 layers, 5 kernels, and ReLU activation function, and MaxPooling is implemented to combine important features. Finally, the model is implemented to classify whether the retinal image belongs to a diabetic or nondiabetic class. The parameters used for evaluating the model are accuracy, precision, recall, and F1 score. The implemented model has achieved a training accuracy of more than 95%, which is much better than the other states of the art algorithms.
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Affiliation(s)
- Mahmoud Ragab
- Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Centre for Artificial Intelligence in Precision Medicines, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Mathematics Department, Faculty of Science, Al-Azhar University, Naser City 11884, Cairo, Egypt
| | - Abdullah S. AL-Malaise AL-Ghamdi
- Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Information Systems Department, HECI School, Dar Alhekma University, Jeddah, Saudi Arabia
- Center of Excellence in Smart Environment Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Bahjat Fakieh
- Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Hani Choudhry
- Centre for Artificial Intelligence in Precision Medicines, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Biochemistry Department, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Romany F. Mansour
- Department of Mathematics, Faculty of Science, New Valley University, El-Kharga 72511, Egypt
| | - Deepika Koundal
- School of Computer Science, University of Petroleum & Energy Studies, Dehradun, India
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Phillippe H, Pogge E. Part Two: Diabetes Part 2: A Review of Insulin Therapy in Older Patients. Sr Care Pharm 2022; 37:181-190. [PMID: 35450560 DOI: 10.4140/tcp.n.2022.181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Diabetes mellitus is a common disease state among older people, with type 2 diabetes making up most cases. As the disease progresses, many patients will need to transition to insulin therapy. Pharmacists can play a pivotal role in the care of older people with diabetes by providing recommendations related to insulin therapy. Senior care pharmacists need to be knowledgeable about the pharmacokinetics, dosing, adverse effects, and cost concerns related to insulin therapy.
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Celik A, Forde R, Racaru S, Forbes A, Sturt J. The Impact of Type 2 Diabetes on Women's Health and Well-being During Their Reproductive Years: A Mixed-methods Systematic Review. Curr Diabetes Rev 2022; 18:e011821190403. [PMID: 33461469 DOI: 10.2174/1573399817666210118144743] [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: 08/01/2020] [Revised: 11/10/2020] [Accepted: 11/12/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND The incidence of Type 2 Diabetes (T2DM) among younger women now accounts for 40% of females with T2DM. Women of reproductive age with T2DM have additional health considerations and their needs may differ from older populations. OBJECTIVES The aims were (1) to identify the health issues encountered by women aged 16-45 years living with T2DM; (2) to determine the modifiable risk factors associated with living with diabetes; (3) to specify ideas for interventions to meet age and gender-specific diabetes-related healthcare needs. METHODS A systematic search was performed in the following databases; MEDLINE, PsycINFO, EMBASE, CINAHL, Web of Science, and Maternity and Infant Care. Databases were searched without time and study design limits. The Mixed Methods Appraisal Tool was used to assess the methodological quality of included studies. Data were narratively synthesised due to mixed methods evidence included. RESULTS A total of 32 papers were included in the review from which six domains were identified from the synthesis: (1) diabetes related modifiable risk factors: blood glucose, cardiovascular risk, neuropathy/nephropathy/retinopathy, diabetes self-management barriers (2) reproductive health: diabetes care before pregnancy, pre-pregnancy care barriers and expectations of women, contraceptive use (3) psychosocial wellbeing: depression symptoms and diabetes distress, perception of T2DM, emotional concerns about pregnancy (4) sexual function; (5) menopause; (6) sociocultural factors: social support, cultural norms. CONCLUSION This review highlighted specific health issues affecting women of reproductive age with T2DM and which represent an important focus for health services research and health care delivery. Future research needs to address identified health domains to improve women's health and well-being living with T2DM.
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Affiliation(s)
- Aycan Celik
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London SEI 8WA, UK
| | - Rita Forde
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London SEI 8WA, UK
| | - Simona Racaru
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London SEI 8WA, UK
- Imperial College Healthcare NHS Trust, London, W2 1NY, UK
| | - Angus Forbes
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London SEI 8WA, UK
| | - Jackie Sturt
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London SEI 8WA, UK
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Abstract
Type two diabetes mellitus (T2DM) represents a chronic condition with increasing prevalence worldwide among the older population. The T2DM condition increases the risk of micro and macrovascular complications as well as the risk of geriatric syndromes such as falls, fractures and cognitive impairment. The management of T2DM in the older population represents a challenge for the clinician, and a Comprehensive Geriatric Assessment should always be prioritized, in order to tailor the glycated hemoglobin target according to functional and cognitive status comorbidities, life expectancy and type of therapy. According to the most recent guidelines, older adults with T2DM should be categorized into three groups: healthy patients with good functional status, patients with complications and reduced functionality and patients at the end of life; for each group the target for glycemic control is different, also according to the type of treatment drug. The therapeutic approach should always begin with lifestyle changes; after that, several lines of therapy are available, with different mechanisms of action and potential effects other than glucose level reduction. Particular interest is growing in sodium-glucose cotransporter-2 inhibitors, due to their effect on the cardiovascular system. In this review, we evaluate the therapeutic options available for the treatment of older diabetic patients, to ensure a correct treatment approach.
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Sciacqua A, Succurro E, Armentaro G, Miceli S, Pastori D, Rengo G, Sesti G. Pharmacological treatment of type 2 diabetes in elderly patients with heart failure: randomized trials and beyond. Heart Fail Rev 2021; 28:667-681. [PMID: 34859336 DOI: 10.1007/s10741-021-10182-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/14/2021] [Indexed: 12/18/2022]
Abstract
Heart failure (HF) and type 2 diabetes mellitus (T2DM) represent two important public health problems, and despite improvements in the management of both diseases, they are responsible for high rates of hospitalizations and mortality. T2DM accelerates physiological cardiac aging through hyperglycemia and hyperinsulinemia. Thus, HF and T2DM are chronic diseases widely represented in elderly people who often are affected by numerous comorbidities with important functional limitations making it difficult to apply the current guidelines. Several antidiabetic drugs should be used with caution in elderly individuals with T2DM. For instance, sulfonylureas should be avoided due to the risk of hypoglycemia associated with its use. Insulin should be used with caution because it is associated with higher risk of hypoglycemia, and may determine fluid retention which can lead to worsening of HF. Thiazolindinediones should be avoided due to the increased risk of fluid retention and HF. Biguanides may lead to a slightly increased risk of lactic acidosis in particular in elderly individuals with impaired renal function. Dipeptidyl peptidase 4 (DPP-4) inhibitors are safe having few side effects, minimal risk of hypoglycemia, and a neutral effect on cardiovascular (CV) outcome, even if it has been reported that saxagliptin treatment is associated with increased risk of hospitalizations for HF (hHF). Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) have shown a CV protection without a significant reduction in hHF. On the other hand, sodium-glucose cotransporter 2 (SGLT2) inhibitors have shown a significant improvement in CV outcome, with a strong reduction of hHF and a positive impact on renal damage progression. However, it is necessary to consider the possible some side effects related to their use in elderly individuals including hypotension, bone fractures, and ketoacidosis.It is important to remark that elderly patients, in particular the very elderly, are not sufficiently represented in the trials; thus, the management and treatment of elderly diabetic patients with HF should be mainly based on the integration of scientific evidence with clinical judgment and patients' condition, with respect to the dignity and quality of life.
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Affiliation(s)
- Angela Sciacqua
- Department of Medical and Surgical Sciences, University Magna Græcia of Catanzaro, Campus Universitario di Germaneto, V.le Europa, 88100, Catanzaro, Italy.
| | - Elena Succurro
- Department of Medical and Surgical Sciences, University Magna Græcia of Catanzaro, Campus Universitario di Germaneto, V.le Europa, 88100, Catanzaro, Italy
| | - Giuseppe Armentaro
- Department of Medical and Surgical Sciences, University Magna Græcia of Catanzaro, Campus Universitario di Germaneto, V.le Europa, 88100, Catanzaro, Italy
| | - Sofia Miceli
- Department of Medical and Surgical Sciences, University Magna Græcia of Catanzaro, Campus Universitario di Germaneto, V.le Europa, 88100, Catanzaro, Italy
| | - Daniele Pastori
- Department of Clinical, Internal, Anesthesiologic and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
| | - Giuseppe Rengo
- Department of Translational Medical Sciences, University of Naples "Federico II", Naples, Italy
- Istituti Clinici Scientifici (ICS) Maugeri SPA, Società Benefit, IRCCS, Pavia, Italy
- Istituto Scientifico di Telese Terme, Telese, Terme, Italy
| | - Giorgio Sesti
- Department of Clinical and Molecular Medicine, University Rome-Sapienza, Rome, Italy
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Mannucci E. Prescribing, monitoring, and deprescribing drugs in geriatric DM patients. JOURNAL OF GERONTOLOGY AND GERIATRICS 2021. [DOI: 10.36150/2499-6564-n459] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Mannucci E. Which antidiabetic drug indications are recommended for geriatric DM patients? JOURNAL OF GERONTOLOGY AND GERIATRICS 2021. [DOI: 10.36150/2499-6564-n458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Barrea L, Vetrani C, Caprio M, El Ghoch M, Frias-Toral E, Mehta RJ, Mendez V, Moriconi E, Paschou SA, Pazderska A, Savastano S, Colao A, Muscogiuri G. Nutritional management of type 2 diabetes in subjects with obesity: an international guideline for clinical practice. Crit Rev Food Sci Nutr 2021; 63:2873-2885. [PMID: 34554038 DOI: 10.1080/10408398.2021.1980766] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Type 2 diabetes mellitus (T2DM) and obesity represent a global public health problem. Current nutritional recommendations focused on weight loss and overall dietary quality. However, there is no consensus on the optimal macronutrient composition of the diet, particularly for the long-term management of T2DM in subjects with obesity. An international panel of experts reviewed and critically appraised the updated literature published on the topic. This review primarily examines the evidence for areas of consensus and uncertainty about nutritional therapy in patients with T2DM and obesity. The aim of this article is to provide nutritional advice to manage these patients in clinical practice.
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Affiliation(s)
- Luigi Barrea
- Dipartimento di Scienze Umanistiche, Università Telematica Pegaso, Naples, Italy
- Centro Italiano per la cura e il benessere del paziente con Obesità (C.I.B.O), Department of Clinical Medicine and Surgery, Endocrinology Unit, University Medical School of Naples, Naples, Italy
| | - Claudia Vetrani
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", Naples, Italy
| | - Massimiliano Caprio
- Laboratory of Cardiovascular Endocrinology, IRCCS San Raffaele Roma, Rome, Italy
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, Rome, Italy
| | - Marwan El Ghoch
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Beirut Arab University, Beirut, Lebanon
| | | | | | - Verna Mendez
- Endocrinology Department, Mexican Institute of Social Security, Los Mochis, Sinaloa, Mexico
| | - Eleonora Moriconi
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, Rome, Italy
| | - Stavroula A Paschou
- Endocrine Unit and Diabetes Centre, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Silvia Savastano
- Dipartimento di Medicina Clinica e Chirurgia, Unit of Endocrinology, Federico II University Medical School of Naples, Naples, Italy
| | - Annamaria Colao
- Dipartimento di Medicina Clinica e Chirurgia, Unit of Endocrinology, Federico II University Medical School of Naples, Naples, Italy
- Cattedra Unesco "Educazione alla salute e allo sviluppo sostenibile", University of Naples "Federico II", Naples, Italy
| | - Giovanna Muscogiuri
- Dipartimento di Medicina Clinica e Chirurgia, Unit of Endocrinology, Federico II University Medical School of Naples, Naples, Italy
- Cattedra Unesco "Educazione alla salute e allo sviluppo sostenibile", University of Naples "Federico II", Naples, Italy
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Neilson LM, Munshi KD, Peasah SK, Huang Y, Swart ECS, Henderson R, Manolis C, Good CB. Changes in Type 2 Diabetes Medication Utilization and Costs in the United States, 2014-2019. Med Care 2021; 59:789-794. [PMID: 34183622 DOI: 10.1097/mlr.0000000000001597] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE The objective of this study was to describe national changes in utilization and associated costs of antidiabetic medications in the United States from 2014 to 2019, across different drug classes and insurance plans. RESEARCH DESIGN AND METHODS This retrospective, cross-sectional study examined administrative claims from a large national pharmacy benefits manager from January 1, 2014, to December 31, 2019. Patients aged 18 years and above enrolled in commercial, Medicare, or Medicaid health plans who filled ≥1 prescription claim for an antidiabetic medication(s) during the 6-year period were included. Utilization was examined as the total number of 30-day adjusted prescription fills per user per month (PUPM). Gross costs were calculated as the sum of plan costs (net of rebates) and member out-of-pocket costs. Differences in mean utilization and costs PUPM between 2014 and 2019 for each medication class were calculated. RESULTS The final analytic sample increased from 745,290 patients in 2014 to 1,596,006 in 2019. Antidiabetic medication utilization increased by 8.8% from 2014 to 2019, driven by increases in sodium-glucose cotransporter 2 inhibitor (48.7%; P<0.001), glucagon-like peptide 1 receptor agonist (11.8%; P<0.001), insulin (8.1%; P<0.001), and metformin (2.9%; P<0.05) utilization. Average costs PUPM rose 47.5% (P<0.001), from $126.52 in 2014 to $186.58 in 2019. Sodium-glucose cotransporter 2 inhibitors, glucagon-like peptide 1 receptor agonists, and combination drugs contributed significantly to these increased costs, with 6-year cost differences of 57.3%, 46.9%, and 47.2%, respectively (all P<0.001). CONCLUSION Our study demonstrates a shift in antidiabetic medication class utilization from 2014 to 2019, where associated costs net of rebates significantly increased to a disproportionately greater extent than the significant increase in utilization PUPM.
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Affiliation(s)
- Lynn M Neilson
- Centers for High Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | | | - Samuel K Peasah
- Centers for High Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | - Yan Huang
- Centers for High Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | - Elizabeth C S Swart
- Centers for High Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
| | | | - Chronis Manolis
- Centers for High Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
- Pharmacy Division, UPMC Health Plan
| | - Chester B Good
- Centers for High Value Health Care and Value-Based Pharmacy Initiatives, UPMC Health Plan, Pittsburgh, PA
- Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA
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Triki N, Yekutiel N, Levi L, Azuri J. The effects of continuous glucose monitoring system on patient outcomes and associated costs in a real-world setting. Diabet Med 2021; 38:e14518. [PMID: 33432592 DOI: 10.1111/dme.14518] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 12/21/2020] [Accepted: 01/08/2021] [Indexed: 12/29/2022]
Abstract
AIMS Continuous glucose monitoring system (CGMS) technologies may alert unaware hypoglycaemia or near hypoglycaemia events. However, costs are a significant concern in general CGMS use. This study describes the real-world effects of both clinical outcomes and associated costs in a major Health Maintenance Organization, 1 year following preauthorization of CGMS for each patient. METHODS Cohort study. Type 1 diabetes patients who were preauthorized CGMS were identified, and their medical records during the year before preauthorization were compared to the following year. Data were collected for glucose control, medical services utilization and related costs. RESULTS We identified 524 eligible patients, 57% males. Adherence to CGMS use was improved by age. The proportion of patients reaching HbA1c < 7.5% (58 mmol/mol) increased in the high-adherence group and decreased in the low-adherence group. There were no significant changes in outpatient medical services utilization. However, there was a decrease in emergency room visit rates (30%-19%, p < 0.01) and hospitalization rates (22%-12%, p < 0.01) with the highest decrease among the high-adherence group. Hospitalization duration also decreased. However, the total costs per patient were higher as CGMS adherence increased. CONCLUSION Continuous glucose monitoring system technologies have the potential of both improving blood glucose control and reducing inpatient utilization. However, CGMS technologies costs may put a significant burden on healthcare systems.
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Affiliation(s)
- Noa Triki
- Department of Health Technology Policy, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Naama Yekutiel
- Maccabitech Institute for Research and Innovation, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Lilly Levi
- Department of Health Technology Policy, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Joseph Azuri
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Diabetes Clinic, Central District, Maccabi Healthcare Services, Tel Aviv, Israel
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49
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Strain WD, Down S, Brown P, Puttanna A, Sinclair A. Diabetes and Frailty: An Expert Consensus Statement on the Management of Older Adults with Type 2 Diabetes. Diabetes Ther 2021; 12:1227-1247. [PMID: 33830409 PMCID: PMC8099963 DOI: 10.1007/s13300-021-01035-9] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 02/13/2021] [Indexed: 02/08/2023] Open
Abstract
Prognosis and appropriate treatment goals for older adults with diabetes vary greatly according to frailty. It is now recognised that changes may be needed to diabetes management in some older people. Whilst there is clear guidance on the evaluation of frailty and subsequent target setting for people living with frailty, there remains a lack of formal guidance for healthcare professionals in how to achieve these targets. The management of older adults with type 2 diabetes is complicated by comorbidities, shortened life expectancy and exaggerated consequences of adverse effects from treatment. In particular, older adults are more prone to hypoglycaemia and are more vulnerable to its consequences, including falls, fractures, hospitalisation, cardiovascular events and all-cause mortality. Thus, assessment of frailty should be a routine component of a diabetes review for all older adults, and glycaemic targets and therapeutic choices should be modified accordingly. Evidence suggests that over-treatment of older adults with type 2 diabetes is common, with many having had their regimens intensified over preceding years when they were in better health, or during more recent acute hospital admissions when their blood glucose levels might have been atypically high, and nutritional intake may vary. In addition, assistance in taking medications, as often occurs in later life following implementation of community care strategies or admittance to a care home, may dramatically improve treatment adherence, leading to a fall in glycated haemoglobin (HbA1c) levels. As a person with diabetes gets older, simplification, switching or de-escalation of the therapeutic regimen may be necessary, depending on their level of frailty and HbA1c levels. Consideration should be given, in particular, to de-escalation of therapies that may induce hypoglycaemia, such as sulphonylureas and shorter-acting insulins. We discuss the use of available glucose-lowering therapies in older adults and recommend simple glycaemic management algorithms according to their level of frailty.
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Affiliation(s)
- W David Strain
- University of Exeter Medical School, and Royal Devon and Exeter Hospital, Exeter, UK.
| | - Su Down
- Somerset Foundation Trust, Somerset, UK
| | | | | | - Alan Sinclair
- The Foundation for Diabetes Research in Older People (fDROP) and King's College, London, UK
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Almomani HY, Pascual CR, Al-Azzam SI, Ahmadi K. Randomised controlled trial of pharmacist-led patient counselling in controlling hypoglycaemic attacks in older adults with type 2 diabetes mellitus (ROSE-ADAM): A study protocol of the SUGAR intervention. Res Social Adm Pharm 2021; 17:885-893. [PMID: 32763086 PMCID: PMC7387288 DOI: 10.1016/j.sapharm.2020.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 07/11/2020] [Indexed: 11/01/2022]
Abstract
INTRODUCTION Hypoglycaemia is one of the most serious adverse effects of diabetes treatment. Older adults are at the highest risk to develop hypoglycaemia. Several studies have established the important positive role of educational interventions on achieving glycaemic control and other clinical outcomes, however, there is still a lack in studies that evaluate the impact of such type of interventions on hypoglycaemia risk in elderly patients with type 2 diabetes. The purpose of this research is to evaluate the effectiveness of pharmacist-led patient counselling on reducing hypoglycaemic attacks in older adults with type 2 diabetes mellitus. METHODS and analysis: This study is an open-label, parallel controlled randomised trial, which will be conducted in the outpatient clinics at the largest referral hospital in the north of Jordan. Participants who are elderly (age ≥ 65 years), diagnosed with type 2 diabetes mellitus, and taking insulin, sulfonylurea, or any three anti-diabetic medications will be randomly assigned to intervention (SUGAR Handshake) and control (usual care) groups. The SUGAR Handshake participants will have an interactive, individualised, medications-focused counselling session reinforced with a pictogram and a phone call at week six of enrolment. The primary outcome measure is the frequency of total hypoglycaemic events within 12 weeks of follow up. Secondary outcomes include the frequency of asymptomatic, symptomatic, and severe hypoglycaemic events, hypoglycaemia incidence, and time to the first hypoglycaemic attack. We will also conduct a nested qualitative study for process evaluation. ETHICS AND DISSEMINATION The Human Research Ethics Committee of the University of Lincoln and the Institutional Review Board of King Abdullah University Hospital approved this protocol. The findings of this study will be presented in international conferences and published in a peer-reviewed journal. TRIAL REGISTRATION NUMBER The study protocol has been registered with ClinicalTrials.gov, NCT04081766.
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Affiliation(s)
- Huda Y Almomani
- School of Pharmacy, University of Lincoln, LN6 7DL, Lincoln, UK.
| | | | - Sayer I Al-Azzam
- Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Keivan Ahmadi
- Lincoln Medical School, Universities of Nottingham and Lincoln, University of Lincoln, LN6 7TS, Lincoln, UK
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