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Cheng H, Jia Z, Li YT, Yu X, Wang JJ, Xie YJ, Hernandez J, Wang HHX. Metabolic Score for Insulin Resistance and New-Onset Type 2 Diabetes in a Middle-Aged and Older Adult Population: Nationwide Prospective Cohort Study and Implications for Primary Care. JMIR Public Health Surveill 2024; 10:e49617. [PMID: 38569189 PMCID: PMC11184265 DOI: 10.2196/49617] [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: 06/03/2023] [Revised: 02/29/2024] [Accepted: 03/29/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND The metabolic score for insulin resistance (METS-IR) has emerged as a noninsulin-based index for the approximation of insulin resistance (IR), yet longitudinal evidence supporting the utility of METS-IR in the primary prevention of type 2 diabetes mellitus (T2DM) remains limited. OBJECTIVE We aimed to investigate the longitudinal association between METS-IR, which combines fasting plasma glucose (FPG), lipid profiles, and anthropometrics that can be routinely obtained in resource-limited primary care settings, and the incidence of new-onset T2DM. METHODS We conducted a closed-cohort analysis of a nationwide, prospective cohort of 7583 Chinese middle-aged and older adults who were free of T2DM at baseline, sampled from 28 out of 31 provinces in China. We examined the characteristics of participants stratified by elevated blood pressure (BP) at baseline and new-onset T2DM at follow-up. We performed Cox proportional hazard regression analysis to explore associations of baseline METS-IR with incident T2DM in participants overall and in participants stratified by baseline BP. We also applied net reclassification improvement and integrated discrimination improvement to examine the incremental value of METS-IR. RESULTS During a mean follow-up period of 6.3 years, T2DM occurred in 527 participants, among which two-thirds (332/527, 62.9%; 95% CI 58.7%-67.1%) had baseline FPG<110 mg/dL. A SD unit increase in baseline METS-IR was associated with the first incidence of T2DM (adjusted hazard ratio [aHR] 1.33, 95% CI 1.22-1.45; P<.001) in all participants. We obtained similar results in participants with normal baseline BP (aHR 1.41, 95% CI 1.22-1.62; P<.001) and elevated baseline BP (aHR 1.29, 95% CI 1.16-1.44; P<.001). The predictive capability for incident T2DM was improved by adding METS-IR to FPG. In study participants with new-onset T2DM whose baseline FPG was <126 mg/dL and <110 mg/dL, 62.9% (332/527; 95% CI 60%-65.9%) and 58.1% (193/332; 95% CI 54.3%-61.9%) of participants had baseline METS-IR above the cutoff values, respectively. CONCLUSIONS METS-IR was significantly associated with new-onset T2DM, regardless of baseline BP level. Regular monitoring of METS-IR on top of routine blood glucose in clinical practice may add to the ability to enhance the early identification of primary care populations at risk for T2DM.
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Affiliation(s)
- Hui Cheng
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Zhihui Jia
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Yu Ting Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Xiao Yu
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Jia Ji Wang
- School of Public Health, Guangzhou Medical University, Guangzhou, China
| | - Yao Jie Xie
- School of Nursing, The Hong Kong Polytechnic University, Hung Hom, Kowloon, China (Hong Kong)
| | - Jose Hernandez
- Faculty of Medicine and Health, EDU, Digital Education Holdings Ltd, Kalkara, Malta
- Green Templeton College, University of Oxford, Oxford, United Kingdom
| | - Harry H X Wang
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, China (Hong Kong)
- Usher Institute, Deanery of Molecular, Genetic & Population Health Sciences, The University of Edinburgh, Edinburgh, United Kingdom
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Emad-Eldin M, Balata GF, Elshorbagy EA, Hamed MS, Attia MS. Insulin therapy in type 2 diabetes: Insights into clinical efficacy, patient-reported outcomes, and adherence challenges. World J Diabetes 2024; 15:828-852. [PMID: 38766443 PMCID: PMC11099362 DOI: 10.4239/wjd.v15.i5.828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/01/2024] [Accepted: 03/20/2024] [Indexed: 05/10/2024] Open
Abstract
Insulin therapy plays a crucial role in the management of type 2 diabetes as the disease progresses. Over the past century, insulin formulations have undergone significant modifications and bioengineering, resulting in a diverse range of available insulin products. These products show distinct pharmacokinetic and pharmacodynamic profiles. Consequently, various insulin regimens have em-erged for the management of type 2 diabetes, including premixed formulations and combinations of basal and bolus insulins. The utilization of different insulin regimens yields disparate clinical outcomes, adverse events, and, notably, patient-reported outcomes (PROs). PROs provide valuable insights from the patient's perspective, serving as a valuable mine of information for enhancing healthcare and informing clinical decisions. Adherence to insulin therapy, a critical patient-reported outcome, significantly affects clinical outcomes and is influenced by multiple factors. This review provides insights into the clinical effectiveness of various insulin preparations, PROs, and factors impacting insulin therapy adherence, with the aim of enhancing healthcare practices and informing clinical decisions for individuals with type 2 diabetes.
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Affiliation(s)
- Mahmoud Emad-Eldin
- Department of Pharmacy Practice, Faculty of Pharmacy, Zagazig University, Zagazig HFQM+872, Al-Sharqia Governorate, Egypt
| | - Gehan F Balata
- Department of Pharmacy Practice, Faculty of Pharmacy, Heliopolis University, Cairo 44519, Egypt
- Department of Pharmaceutics, Faculty of Pharmacy, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
| | - Eman A Elshorbagy
- Department of Internal Medicine, Faculty of Medicine, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
| | - Mona S Hamed
- Department of Community at Faculty of Medicine, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
| | - Mohamed S Attia
- Department of Pharmaceutics, Faculty of Pharmacy, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
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Pollock C, Sanchez JJG, Carrero JJ, Kumar S, Pecoits-Filho R, Lam CSP, Chen H, Kanda E, Lainscak M, Wheeler DC. Glucose-lowering treatment pathways of individuals with chronic kidney disease and type 2 diabetes according to the Kidney Disease: Improving Global Outcomes 2012 risk classification. Diabet Med 2024; 41:e15200. [PMID: 37578188 DOI: 10.1111/dme.15200] [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: 11/09/2022] [Revised: 08/08/2023] [Accepted: 08/11/2023] [Indexed: 08/15/2023]
Abstract
AIMS To describe treatment pathways for key glucose-lowering therapies in individuals with chronic kidney disease (CKD) and type 2 diabetes (T2D) using retrospective data from DISCOVER CKD (NCT04034992). METHODS Data were extracted from the UK Clinical Practice Research Datalink (CPRD) linked to Hospital Episode Statistics data (2008-2020) and the US integrated Limited Claims and Electronic Health Records Database (LCED; 2012-2019). Eligible individuals were aged ≥18 years with CKD, identified by two consecutive estimated glomerular filtration rate (eGFR) measures (15-<75 mL/min/1.73 m2 ; 90-730 days apart; index date was the second measurement) and T2D. Chronological treatment pathways for glucose-lowering therapies prescribed on or after CKD index to end of follow-up were computed. Median time and proportion of overall follow-up time on treatment were described for each therapy by database and by eGFR and urinary albumin-to-creatinine ratio (UACR) categories. RESULTS Of 36,951 and 4339 eligible individuals in the CPRD and LCED, respectively, median baseline eGFR was 67.8 and 64.9 mL/min/1.73 m2 ; 64.2 and 63.9% received metformin prior to index; and median (interquartile range) time on metformin during follow-up was 917 (390-1671) and 454 (192-850) days (accounting for ~75% of follow-up time in both databases). The frequency of combination treatment increased over time. There were trends towards decreased metformin prescriptions with decreasing eGFR and increasing UACR within each eGFR category. CONCLUSIONS Individuals with CKD and T2D had many combinations of therapies and substantial follow-up time on therapy. These results highlight opportunities for improved CKD management.
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Affiliation(s)
- Carol Pollock
- Royal North Shore Hospital, Kolling Institute, University of Sydney, St Leonards, New South Wales, Australia
| | | | - Juan-Jesus Carrero
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Supriya Kumar
- Real World Data Science, BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, Maryland, USA
| | - Roberto Pecoits-Filho
- School of Medicine, Pontifical Catholic University of Parana, Curitiba, Brazil
- Arbor Research Collaborative for Health, Ann Arbor, Michigan, USA
| | - Carolyn S P Lam
- Department of Cardiology, National Heart Centre Singapore, Singapore City, Singapore
- Duke-NUS Medical School, Singapore City, Singapore
| | - Hungta Chen
- Medical and Payer Evidence Statistics, BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, Maryland, USA
| | | | - Mitja Lainscak
- Division of Cardiology, General Hospital Murska Sobota, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - David C Wheeler
- Department of Renal Medicine, University College London, London, UK
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Ni X, Tong C, Halengbieke A, Cao T, Tang J, Tao L, Zheng D, Han Y, Li Q, Yang X. Association between nonalcoholic fatty liver disease and type 2 diabetes: A bidirectional two-sample mendelian randomization study. Diabetes Res Clin Pract 2023; 206:110993. [PMID: 37931882 DOI: 10.1016/j.diabres.2023.110993] [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: 08/24/2023] [Revised: 10/22/2023] [Accepted: 11/02/2023] [Indexed: 11/08/2023]
Abstract
OBJECTIVE The aim of this study was to explore the mutually causal relationship between NAFLD and type 2 diabetes. METHODS Based on the data obtained from GWAS, this study employed bidirectional two-sample MR analysis to investigate the causal relationship between NAFLD and type 2 diabetes, and also examined the causal relationship between liver fat accumulation and type 2 diabetes as well as the relationship between NAFLD and FPG, IR. RESULTS In MR analysis of NAFLD and type 2 diabetes, when NAFLD as an exposure and type 2 diabetes as a result, the OR (95 % CI) was 1.10890 (1.00135-1.22801); in the reverse analysis, the OR value was not statistically significant. In MR analysis of NAFLD, FPG and IR, there was no statistical significance in both directions. In MR analysis of liver fat accumulation and type 2 diabetes, when liver fat as an exposure and type 2 diabetes as a result, the OR (95 % CI) was 1.17516 (1.02054-1.35321); in the reverse analysis, the OR value (95 % CI) was 1.06283 (1.02879-1.09799). CONCLUSION There is a unidirectional causal relationship between NAFLD and type 2 diabetes. Furthermore, a bidirectional causal relationship exists between liver fat accumulation and type 2 diabetes.
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Affiliation(s)
- Xuetong Ni
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Chao Tong
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Aheyeerke Halengbieke
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Tengrui Cao
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Jianmin Tang
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Lixin Tao
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Deqiang Zheng
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China
| | - Yumei Han
- Department of Information, Beijing Physical Examination Center, Beijing, China
| | - Qiang Li
- Department of Information, Beijing Physical Examination Center, Beijing, China
| | - Xinghua Yang
- Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China.
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Liang W, Lo SHS, Chow KM, Zhong J, Ni X. Perception of self-management and glycaemic control in people with type 2 diabetes receiving insulin injection therapy: A qualitative study. Prim Care Diabetes 2023; 17:587-594. [PMID: 37658019 DOI: 10.1016/j.pcd.2023.08.006] [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: 11/09/2022] [Revised: 04/16/2023] [Accepted: 08/28/2023] [Indexed: 09/03/2023]
Abstract
AIM The aim of this study was to explore the experience of self-management and glycaemic control in Chinese people with type 2 diabetes receiving insulin injection therapy. METHODS A qualitative descriptive design was adopted with individual, semi-structured interviews. Participants were selected by purposive sampling. All face-to-face interviews were conducted between December 2020 and January 2021. The interviews were audio recorded and transcribed verbatim. Content analysis was used to analyse the interview data. RESULTS A total of 27 participants were recruited and individually interviewed. Three themes were generated: integrating insulin injection therapy into daily self-management; experiencing uncertainty when coping with suboptimal glycaemic control; and self-management programmes for optimal diabetes control. CONCLUSION All of our findings increase the understanding of self-management and glycaemic control in people with T2D receiving insulin injection therapy. Healthcare professionals should recognise the unmet needs of this cohort to promote their diabetes management. Appropriate and effective self-management programmes should be developed and implemented to alleviate the negative impacts of insulin injection therapy on diabetes management with consideration of cultural and personal context.
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Affiliation(s)
- Wei Liang
- School of Nursing, Nanjing Medical University, Nanjing, China
| | - Suzanne Hoi Shan Lo
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region of China
| | - Ka Ming Chow
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region of China.
| | - Jie Zhong
- Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Xiaoying Ni
- Xidu Street Community Health Service Centre, Fengxian District, Shanghai, China
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Karakasis P, Patoulias D, Pamporis K, Popovic DS, Stachteas P, Bougioukas KI, Fragakis N, Rizzo M. Efficacy and safety of once-weekly versus once-daily basal insulin analogues in the treatment of type 2 diabetes mellitus: A systematic review and meta-analysis. Diabetes Obes Metab 2023; 25:3648-3661. [PMID: 37667676 DOI: 10.1111/dom.15259] [Citation(s) in RCA: 1] [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: 07/05/2023] [Revised: 07/30/2023] [Accepted: 08/12/2023] [Indexed: 09/06/2023]
Abstract
AIM To summarize the evidence of recently published randomized controlled trials (RCTs) studying efficacy, in terms of glycaemic control, and safety of the newly developed once-weekly basal insulin analogues. METHODS A systematic literature search was conducted through Medline (via PubMed), Cochrane Library and Google Scholar until June 30, 2023. Double-independent study selection, data extraction and quality assessment were performed. Results were summarized with random-effects meta-analysis. RESULTS A total of 3962 patients with type 2 diabetes mellitus (T2DM) among nine RCTs were analysed. All RCTs had low risk of bias according to the Cochrane Collaboration risk-of-bias tool (RoB2). Once-weekly insulins demonstrated better efficacy in glycated haemoglobin (HbA1c) reduction (mean difference [MD] -0.13%, 95% confidence interval [CI] -0.23, -0.03; P = 0.08) and a significantly greater time in range compared with once-daily insulin analogues (MD 3.54%, 95% CI 1.56, 5.53; P = 0.005). Based on subgroup analyses, the reduction in HbA1c and the odds of achieving an end-of-treatment HbA1c <6.5% were significantly greater for icodec compared to the once-daily insulin (MD -0.18%, 95% CI -0.27, -0.09 [P < 0.001] and odds ratio [OR] 1.75, 95% CI 1.34, 2.29 [P < 0.001], respectively). Once-weekly insulins were associated with higher odds of level 1 hypoglycaemia during the 24-hour period (OR 1.3, 95% CI 1.04, 1.64; P = 0.02) but were safer in terms of level 2 or 3 nocturnal hypoglycaemic events (OR 0.74, 95% CI 0.56, 0.97; P = 0.03). No difference was observed regarding serious adverse events between the two groups. CONCLUSION The once-weekly basal insulin analogues seem to be at least equally efficient in glycaemic management and safe compared to once-daily injections in people with T2DM. Phase 4 RCTs are expected to shed further light on the effectiveness and safety of once-weekly insulin therapy over the long term.
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Affiliation(s)
- Paschalis Karakasis
- Second Department of Cardiology, Aristotle University of Thessaloniki, General Hospital "Hippokration", Thessaloniki, Greece
| | - Dimitrios Patoulias
- Outpatient Department of Cardiometabolic Medicine, Aristotle University of Thessaloniki, General Hospital "Hippokration", Thessaloniki, Greece
- Second Department of Internal Medicine, European Interbalkan Medical Center, Thessaloniki, Greece
| | - Konstantinos Pamporis
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, Medical School, Aristotle University of Thessaloniki, University Campus, Thessaloniki, Greece
| | - Djordje S Popovic
- Clinic for Endocrinology, Diabetes and Metabolic Disorders, Clinical Centre of Vojvodina, Medical Faculty, University of Novi Sad, Novi Sad, Serbia
| | - Panagiotis Stachteas
- Second Department of Cardiology, Aristotle University of Thessaloniki, General Hospital "Hippokration", Thessaloniki, Greece
| | - Konstantinos I Bougioukas
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, Medical School, Aristotle University of Thessaloniki, University Campus, Thessaloniki, Greece
| | - Nikolaos Fragakis
- Second Department of Cardiology, Aristotle University of Thessaloniki, General Hospital "Hippokration", Thessaloniki, Greece
| | - Manfredi Rizzo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, School of Medicine, University of Palermo, Palermo, Italy
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Eby EL, Kelly NR, Hertzberg JK, Blodgett MC, Stubbins C, Patel RH, Meadows ES, Benneyworth BD, Faries DE. Predicting Response to Bolus Insulin Therapy in Patients With Type 2 Diabetes. J Diabetes Sci Technol 2023; 17:1573-1579. [PMID: 35596567 PMCID: PMC10658685 DOI: 10.1177/19322968221098057] [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: 11/15/2022]
Abstract
BACKGROUND The aim of this study was to develop a predictive model to classify people with type 2 diabetes (T2D) into expected levels of success upon bolus insulin initiation. METHODS Machine learning methods were applied to a large nationally representative insurance claims database from the United States (dNHI database; data from 2007 to 2017). We trained boosted decision tree ensembles (XGBoost) to assign people into Class 0 (never meeting HbA1c goal), Class 1 (meeting but not maintaining HbA1c goal), or Class 2 (meeting and maintaining HbA1c goal) based on the demographic and clinical data available prior to initiating bolus insulin. The primary objective of the study was to develop a model capable of determining at an individual level, whether people with T2D are likely to achieve and maintain HbA1c goals. HbA1c goal was defined at <8.0% or reduction of baseline HbA1c by >1.0%. RESULTS Of 15 331 people with T2D (mean age, 53.0 years; SD, 8.7), 7800 (50.9%) people met HbA1c goal but failed to maintain that goal (Class 1), 4510 (29.4%) never attained this goal (Class 0), and 3021 (19.7%) people met and maintained this goal (Class 2). Overall, the model's receiver operating characteristic (ROC) was 0.79 with greater performance on predicting those in Class 2 (ROC = 0.92) than those in Classes 0 and 1 (ROC = 0.71 and 0.62, respectively). The model achieved high area under the precision-recall curves for the individual classes (Class 0, 0.46; Class 1, 0.58; Class 2, 0.71). CONCLUSIONS Predictive modeling using routine health care data reasonably accurately classified patients initiating bolus insulin who would achieve and maintain HbA1c goals, but less so for differentiation between patients who never met and who did not maintain goals. Prior HbA1c was a major contributing parameter for the predictions.
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Satyadev N, Rivera MI, Nikolov NK, Fakoya AOJ. Exosomes as biomarkers and therapy in type 2 diabetes mellitus and associated complications. Front Physiol 2023; 14:1241096. [PMID: 37745252 PMCID: PMC10515224 DOI: 10.3389/fphys.2023.1241096] [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: 06/16/2023] [Accepted: 08/23/2023] [Indexed: 09/26/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) is one of the most prevalent metabolic disorders worldwide. However, T2DM still remains underdiagnosed and undertreated resulting in poor quality of life and increased morbidity and mortality. Given this ongoing burden, researchers have attempted to locate new therapeutic targets as well as methodologies to identify the disease and its associated complications at an earlier stage. Several studies over the last few decades have identified exosomes, small extracellular vesicles that are released by cells, as pivotal contributors to the pathogenesis of T2DM and its complications. These discoveries suggest the possibility of novel detection and treatment methods. This review provides a comprehensive presentation of exosomes that hold potential as novel biomarkers and therapeutic targets. Additional focus is given to characterizing the role of exosomes in T2DM complications, including diabetic angiopathy, diabetic cardiomyopathy, diabetic nephropathy, diabetic peripheral neuropathy, diabetic retinopathy, and diabetic wound healing. This study reveals that the utilization of exosomes as diagnostic markers and therapies is a realistic possibility for both T2DM and its complications. However, the majority of the current research is limited to animal models, warranting further investigation of exosomes in clinical trials. This review represents the most extensive and up-to-date exploration of exosomes in relation to T2DM and its complications.
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Affiliation(s)
- Nihal Satyadev
- Department of Neurology, Mayo Clinic Florida, Jacksonville, FL, United States
| | - Milagros I. Rivera
- University of Medicine and Health Sciences, Basseterre, St. Kitts and Nevis
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Soares Andrade CA, Shahin B, Dede O, Akpeji AO, Ajene CL, Albano Israel FE, Varga O. The burden of type 2 diabetes mellitus in states of the European Union and United Kingdom at the national and subnational levels: A systematic review. Obes Rev 2023; 24:e13593. [PMID: 37401729 DOI: 10.1111/obr.13593] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 03/31/2023] [Accepted: 05/21/2023] [Indexed: 07/05/2023]
Abstract
Type 2 diabetes mellitus (T2D) is a highly prevalent disease worldwide, with an equally increased expenditure associated with it. We aimed to longitudinally evaluate the epidemiologic and economic burden of T2D in the current member states of the European Union and the United Kingdom (EU-28). The present systematic review is registered on PROSPERO (CRD42020219894), and it followed the PRISMA guidelines. Eligibility criteria comprised original observational studies in English reporting economic and epidemiological data for T2D in member states of the EU-28. Methodological assessment was performed with the Joanna Briggs Institute (JBI) Critical Appraisal Tools. The search retrieved 2253 titles and abstracts. After study selection, 41 studies were included in the epidemiologic analysis and 25 in the economic analysis. Economic and epidemiologic studies covered only 15 member states with reported data between 1970 and 2017, resulting in an incomplete picture. For children in particular, limited information is available. The prevalence, incidence, mortality, and expenditure of the T2D population have increased across the decades in member states. Therefore, policies should aim to prevent or reduce the burden of T2D in the EU and consequently mitigate the expenditure on T2D.
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Affiliation(s)
| | - Balqees Shahin
- Faculty of Medicine, Department of Public Health and Epidemiology, University of Debrecen, Debrecen, Hungary
| | - Onisoyonivosekume Dede
- Faculty of Medicine, Department of Public Health and Epidemiology, University of Debrecen, Debrecen, Hungary
| | - Anne Omagu Akpeji
- Faculty of Medicine, Department of Public Health and Epidemiology, University of Debrecen, Debrecen, Hungary
| | - Comfort-Lucia Ajene
- Faculty of Medicine, Department of Public Health and Epidemiology, University of Debrecen, Debrecen, Hungary
| | | | - Orsolya Varga
- Faculty of Medicine, Department of Public Health and Epidemiology, University of Debrecen, Debrecen, Hungary
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Jung H, Tittel SR, Schloot NC, Heitmann E, Otto T, Lebrec J, Pavel M, Lanzinger S. Clinical characteristics, treatment patterns, and persistence in individuals with type 2 diabetes initiating a glucagon-like peptide-1 receptor agonist: A retrospective analysis of the Diabetes Prospective Follow-Up Registry. Diabetes Obes Metab 2023. [PMID: 36855221 DOI: 10.1111/dom.15038] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 02/22/2023] [Accepted: 02/24/2023] [Indexed: 03/02/2023]
Abstract
AIMS To describe clinical characteristics, treatment patterns and glucagon-like peptide-1 receptor agonist (GLP-1 RA) persistence in individuals with type 2 diabetes (T2D) initiating their first GLP-1 RA. MATERIALS AND METHODS A real-world analysis of adults with T2D initiating GLP-1 RA therapy between 2007 and June 2020 from the multicentre Diabetes Prospective Follow-Up (DPV) Registry, stratified by antidiabetes therapy at the time of GLP-1 RA initiation: oral antidiabetic drugs (OAD), insulin ± OAD or lifestyle modification (LM). GLP-1 RA treatment persistence in individuals with ≥12 months follow-up was determined by Kaplan-Meier analysis. RESULTS Overall, 15 111 individuals with T2D initiating GLP-1 RA therapy (55% men) were identified; median [interquartile range (IQR)] age [58.7 (50.6-66.7) years], diabetes duration [8.5 (3.6-14.7) years], glycated haemoglobin [HbA1c; 8.2 (7.1-9.8)%]. Median (95% confidence interval) GLP-1 RA persistence in eligible individuals (n = 5189) was 11 (10-12) months; OAD 12 (11-14) months (n = 2453); insulin ± OAD 11 (9-12) months (n = 2204); and LM 7 (5-9) months (n = 532). Median treatment persistence tended to increase from 2007-2012 to 2017-2020. Median (IQR) HbA1c decreased from baseline [8.2 (7.1-9.8)%] to discontinuation [7.5 (6.6-8.7)%], with a greater decrease observed in individuals with persistence >12 months versus ≤12 months. Individuals who discontinued GLP-1 RA therapy predominantly switched to insulin (if not already using) or dipeptidyl peptidase-4 inhibitors. CONCLUSION Real-world registry data revealed improved outcomes with longer median GLP-1 RA persistence; ~50% of patients overall achieved HbA1c <7% at 12 months. Persistence was highest with baseline OAD and/or insulin, and tended to increase over the period 2007-2020.
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Affiliation(s)
- Heike Jung
- Lilly Deutschland GmbH, Bad Homburg, Germany
| | - Sascha R Tittel
- Institute for Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich, Germany
| | | | | | | | | | | | - Stefanie Lanzinger
- Institute for Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich, Germany
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Guerci B, Roussel R, Levrat-Guillen F, Detournay B, Vicaut E, De Pouvourville G, Emery C, Riveline JP. Important Decrease in Hospitalizations for Acute Diabetes Events Following FreeStyle Libre System Initiation in People with Type 2 Diabetes on Basal Insulin Therapy in France. Diabetes Technol Ther 2023; 25:20-30. [PMID: 36094418 DOI: 10.1089/dia.2022.0271] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Aims/Hypothesis: Initiation of insulin therapy in people with type 2 diabetes (T2DM) may be necessary to achieve glycemic targets but is associated with acute diabetes events (ADEs), including severe hypoglycemia (SH) or diabetic ketoacidosis (DKA). We assessed the impact of initiating FreeStyle Libre® system (FSL) on hospitalizations for ADEs in people with T2DM on basal insulin only regimen±noninsulin antidiabetic drugs. Materials and Methods: A retrospective study of the French national Système National des Données de Santé reimbursement claims database (≈66 million French people) identified people with T2DM on basal insulin therapy receiving a first reimbursement of FSL between August 1, 2017 and December 31, 2018. Claims data for the 12 months before, and up to 24 months after FSL initiation, were analyzed. Hospitalizations for ADEs were identified, using ICD-10 codes as main or related diagnosis, for: SH events; DKA events; comas; and hyperglycemia-related admissions. Results: A total of 5933 people with T2DM on basal insulin therapy initiated FSL during the selection period. Of the patients, 78.9% were on basal insulin and other hypoglycemic agents. Among the 5933 patients identified, 2.01% had at least one hospitalization for any ADE in the year before FSL initiation, compared to 0.75% (1 year) and 0.60% (2 years). Reductions in ADEs were driven by 75% fewer DKA admissions, with a 44% reduction in SH admissions. These patterns of reduced ADEs persisted after 2 years, with a further 43% reduction in DKA rates. Conclusions/Interpretation: This study emphasizes the value of the FSL system in reducing ADEs in people with T2DM in France not on intensive insulin therapy and initially treated with basal-only insulin therapy.
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Affiliation(s)
- Bruno Guerci
- Department of Endocrinology, Diabetology, and Nutrition, Brabois Adult Hospital, University of Lorraine, Vandoeuvre-lès-Nancy, France
| | - Ronan Roussel
- Institut Necker Enfants Malades (INEM), Unité INSERM U1151 INEM, IMMEDIAB Laboratory, Paris, France
- Department of Diabetology and Endocrinology, Lariboisière Hospital, Paris, France
| | | | | | - Eric Vicaut
- Clinical Research Unit, Fernand Vidal Hospital, Paris, France
| | | | | | - Jean-Pierre Riveline
- Department of Endocrinology and Diabetology, Lariboisière Hospital, Paris, France
- Institut Necker Enfants Malades, INSERM U1151, CNRS UMR 8253, IMMEDIAB Laboratory, Paris, France
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12
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Mei Y, Yang X, Li Y, Zhang X, Gui J, Wang Y, Chen W, Chen M, Liu C, Zhang L. Validity and Reliability of the Chinese Version of the Diabetes Treatment Burden Questionnaire (DTBQ) Among Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2023; 16:663-675. [PMID: 36919103 PMCID: PMC10008375 DOI: 10.2147/dmso.s398438] [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: 11/30/2022] [Accepted: 02/14/2023] [Indexed: 03/10/2023] Open
Abstract
BACKGROUND In China, diabetes has become a serious healthcare problem that plagues individuals and the government because of its high mortality rate and social burden, with type 2 diabetes mellitus (T2DM) accounting for the vast majority (about 90%) of cases. T2DM patients face a huge medication burden and it is imperative to find appropriate tools to assess the medication burden for patients. This study aimed to translate the original Diabetes Treatment Burden Questionnaire (DTBQ) into Chinese and assessed the reliability and validity of the DTBQ concerning the burden of medication treatment in patients with type 2 diabetes. METHODS A total of 329 T2DM patients were recruited to participate in the survey. The original version scale was first translated into Chinese using the backward and forward translation procedures. The internal consistency reliability of the scale was measured by the Cronbach alpha coefficient, the test-retest reliability, and the item-total correlation. The validity of the scale was assessed by the content validity index, exploratory factor analysis and confirmatory factor analysis. RESULTS The content validity index of the scale was 0.920. Cronbach alpha coefficient for the scale was 0.831. Exploratory factor analysis (EFA) supported a 15-item and 3-factor structure of the translated questionnaire. Confirmatory factor analysis (CFA) showed in the model fitness index, the chi-square degree of freedom was 3.575, the incremental fit index (IFI) was 0.917, the comparative fit index(CFI) was 0.916, the Tucker Lewis Index(TLI) was 0.900, all within acceptable limits. The retest reliability was 0.892, and the corrected item-total correlations for the items ranged from 0.293 to 0.729. CONCLUSION Verification results showed that the Chinese version of the 15-item DTBQ had reliable reliability and validity. Therefore, it can be considered as an appropriate tool to assess the burden of drug treatment for patients with type 2 diabetes in China.
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Affiliation(s)
- Yujin Mei
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Xue Yang
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Yuqing Li
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Xiaoyun Zhang
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Jiaofeng Gui
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Ying Wang
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Wenyue Chen
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Mingjia Chen
- School of Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
| | - Changjun Liu
- School of Marxism, Jinzhou Medical University, Jinzhou City, Liaoning Province, People’s Republic of China
| | - Lin Zhang
- Department of Internal Medicine Nursing, Wannan Medical College, Wuhu City, Anhui Province, People’s Republic of China
- Correspondence: Lin Zhang, Email
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13
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Klimontov VV. Predictors of success and failure in achieving glycemic control targets in patients with type 2 diabetes on basal insulin: review of the real-world evidence studies. DIABETES MELLITUS 2022. [DOI: 10.14341/dm12950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Basal insulin (BI) is the main therapeutic option for patients with type 2 diabetes (T2D) who have not reached glycemic targets on oral antidiabetic drugs and/or glucagon-like peptide-1 receptor agonists. The results of epidemiological studies indicate that the majority of patients with T2D do not achieve the targeted parameters of glycemic control on BI in the real-world settings. In this review the results of real-world evidence studies assessing predictors of success or failure of BI therapy in patients with T2D are we summarized. A number of studies have demonstrated that delayed initiation of insulin therapy with a high level of glycated hemoglobin A1c (HbA1c) at the start of the treatment reduces achieving glycemic control targets on BI. Hypoglycemia in the first weeks or months of BI treatment may reduce the adherence and persistence to treatment and likelihood of achieving treatment targets. In real-world evidence studies, glargine 300 U/mL and degludec, the long-acting second-generation insulin analogues, have shown greater potential in reduction of HbA1c levels with a lower risk of hypoglycaemia compared to other BIs. In the DUNE, ATOS, and some others studies, a lack of insulin dose titration in newly initiated BI users and those who needed treatment intensification was demonstrated. Poor treatment adherence and persistence (missed injections, incorrect dose selection, and temporary or permanent discontinuation of insulin therapy), deviations in insulin injection technique, and formation of lipohypertrophy at the injection sites are also common problems that prevent good glycemic control in these patients. Therefore, patient education with a focus on injection technique, dose titration and prevention of hypoglycemia, as well as the use of the second-generation BI analogs, increases the chances for achieving glycemic control targets in patients with T2D who initiate or need to intensify BI therapy.
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Affiliation(s)
- V. V. Klimontov
- Research Institute of Clinical and Experimental Lymphology — Branch of the Institute of Cytology and Genetics, Siberian
Branch of Russian Academy of Sciences
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14
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Fadini GP, Buzzetti R, Nicolucci A, Larosa M, Rossi MC, Cucinotta D. Comparative effectiveness and safety of glargine 300 U/mL versus degludec 100 U/mL in insulin-naïve patients with type 2 diabetes. A multicenter retrospective real-world study (RESTORE-2 NAIVE STUDY). Acta Diabetol 2022; 59:1317-1330. [PMID: 35864262 PMCID: PMC9402723 DOI: 10.1007/s00592-022-01925-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/15/2022] [Indexed: 11/01/2022]
Abstract
AIMS This study assessed comparative effectiveness of glargine 300 U/mL (Gla-300) versus degludec 100 U/mL (Deg-100) in insulin-naïve patients with T2D. METHODS This is a retrospective, multicenter, non-inferiority study based on electronic medical records. All patients initiating Gla-300 or Deg-100 were 1:1 propensity score-matched (PSM). Linear mixed models were used to assess the changes in continuous endpoints. Incidence rates (IR) of hypoglycemia were compared using Poisson's regression models. RESULTS Nineteen centers provided data on 357 patients in each PSM cohort. HbA1c after 6 months (primary endpoint) decreased by - 1.70% (95%CI - 1.90; - 1.50) in Gla-300 group and - 169% (95%CI - 1.89; - 1.49) in Deg-100 group, confirming non-inferiority of Gla-300 versus Deg-100. Fasting blood glucose (BG) decreased by ~60 mg/dl in both groups; body weight remained unchanged. In both groups, the mean starting dose was 12U (0.15U/kg) and it was slightly titrated to 16U (0.20U/kg). IR (episodes per patient-months) of BG ≤70 mg/dl was 0.13 in Gla-300 group and 0.14 in Deg-100 group (p=0.87). IR of BG <54 mg/dL was 0.02 in both groups (p=0.49). No severe hypoglycemia occurred. CONCLUSION Initiating Gla-300 or Deg-100 was associated with similar improvements in glycemic control, no weight gain and low hypoglycemia rates, without severe episodes during 6 months of treatment.
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Affiliation(s)
| | | | - Antonio Nicolucci
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy.
| | | | - Maria Chiara Rossi
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Domenico Cucinotta
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
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15
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Wikström K, Lamidi M, Rautiainen P, Tirkkonen H, Laatikainen T. Type 2 diabetes medication and HbA1c levels in North Karelia Finland, 2013-2019. Diabet Med 2022; 39:e14866. [PMID: 35506179 PMCID: PMC9543455 DOI: 10.1111/dme.14866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 04/30/2022] [Indexed: 12/04/2022]
Abstract
AIMS To analyse the prevalence of prescribed medications among people with type 2 diabetes, their relationship to HbA1c levels and transitions between medications. METHODS The data included all 18- to 85-year-old adults with type 2 diabetes (identified from the electronic health records), who lived in North Karelia, Finland, between 2013 and 2019. Type 2 diabetes medication was defined based on prescriptions. Logistic and linear regressions with generalized estimating equations were used to assess the differences between years. RESULTS Metformin as a monotherapy was the most used medication (33%-35%) with the largest percentage of those in good glycaemic control. After metformin, the most used medications were long-acting and short-acting insulin and gliptin (16%-24% per group). In insulin groups, there were the smallest percentage of people in good glycaemic control. The use of SGLT2-i increased most during the follow-up (from 1.6% to 11%), but at the same time the percentage of those meeting the target HbA1c level decreased the most (from 83% to 53%). The use of GLP-1 RA and other medications were under 3.5%. SGLT2-i and insulin were the most stable medication groups. The most common transitions were from SGLT2-i to long-acting insulin and between insulin groups. CONCLUSIONS The sequencing of prescribing additional type 2 diabetes medication or replacing current medication with new ones seems to occur according to guidelines. However, more attention should be paid to the intensification of treatment and the possibilities for new treatment choices in the management of T2D taking into account the persons' characteristics.
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Affiliation(s)
- Katja Wikström
- Institute of Public Health and Clinical NutritionUniversity of Eastern FinlandKuopioFinland
- Department of Public Health and WelfareFinnish Institute for Health and WelfareHelsinkiFinland
| | - Marja‐Leena Lamidi
- Institute of Public Health and Clinical NutritionUniversity of Eastern FinlandKuopioFinland
| | - Päivi Rautiainen
- Joint Municipal Authority for North Karelia Social and Health ServicesJoensuuFinland
| | - Hilkka Tirkkonen
- Joint Municipal Authority for North Karelia Social and Health ServicesJoensuuFinland
| | - Tiina Laatikainen
- Institute of Public Health and Clinical NutritionUniversity of Eastern FinlandKuopioFinland
- Department of Public Health and WelfareFinnish Institute for Health and WelfareHelsinkiFinland
- Joint Municipal Authority for North Karelia Social and Health ServicesJoensuuFinland
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16
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Zhang J, Chen M, Peng Y, Li S, Han D, Ren S, Qin K, Li S, Han T, Wang Y, Gao Z. Wearable biosensors for human fatigue diagnosis: A review. Bioeng Transl Med 2022; 8:e10318. [PMID: 36684114 PMCID: PMC9842037 DOI: 10.1002/btm2.10318] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/11/2022] [Accepted: 03/13/2022] [Indexed: 02/01/2023] Open
Abstract
Fatigue causes deleterious effects to physical and mental health of human being and may cause loss of lives. Therefore, the adverse effects of fatigue on individuals and the society are massive. With the ever-increasing frequency of overtraining among modern military and sports personnel, timely, portable and accurate fatigue diagnosis is essential to avoid fatigue-induced accidents. However, traditional detection methods require complex sample preparation and blood sampling processes, which cannot meet the timeliness and portability of fatigue diagnosis. With the development of flexible materials and biosensing technology, wearable biosensors have attracted increased attention to the researchers. Wearable biosensors collect biomarkers from noninvasive biofluids, such as sweat, saliva, and tears, followed by biosensing with the help of biosensing modules continuously and quantitatively. The detection signal can then be transmitted through wireless communication modules that constitute a method for real-time understanding of abnormality. Recent developments of wearable biosensors are focused on miniaturized wearable electrochemistry and optical biosensors for metabolites detection, of which, few have exhibited satisfactory results in medical diagnosis. However, detection performance limits the wide-range applicability of wearable fatigue diagnosis. In this article, the application of wearable biosensors in fatigue diagnosis has been discussed. In fact, exploration of the composition of different biofluids and their potential toward fatigue diagnosis have been discussed here for the very first time. Moreover, discussions regarding the current bottlenecks in wearable fatigue biosensors and the latest advancements in biochemical reaction and data communication modules have been incorporated herein. Finally, the main challenges and opportunities were discussed for wearable fatigue diagnosis in the future.
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Affiliation(s)
- Jingyang Zhang
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Mengmeng Chen
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Yuan Peng
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Shuang Li
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Dianpeng Han
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Shuyue Ren
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Kang Qin
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Sen Li
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Tie Han
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Yu Wang
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
| | - Zhixian Gao
- Tianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food SafetyInstitute of Environmental and Operational MedicineTianjinP.R. China
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17
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Liang W, Lo SHS, Tola YO, Chow KM. The effectiveness of self-management programmes for people with type 2 diabetes receiving insulin injection: A systematic review and meta-analysis. Int J Clin Pract 2021; 75:e14636. [PMID: 34309961 DOI: 10.1111/ijcp.14636] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/21/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND People with type 2 diabetes (T2D) receiving insulin injection are reported to encounter challenges to achieve optimal glycaemic control. The evidence on effectiveness of self-management programmes for T2D people receiving insulin injection is far from conclusive. AIM To examine the effectiveness of self-management programmes for people with T2D receiving insulin injection. METHODS Twelve databases were searched from dates of inception to June 2021. All randomised controlled trials (RCTs) and controlled clinical trials examining the effectiveness of self-management programmes were included. The methodological quality was appraised using the Joanna Briggs Institute critical appraisal tools by two independent researchers. Data were summarised narratively or pooled statistically where appropriate. RESULTS Nine RCTs involving 2613 participants were included. At post-intervention, meta-analysis results showed that self-management programmes significantly improved glycated haemoglobin A1c (HbA1c) (mean difference [MD]: -0.21, 95% confidence interval [CI] -0.29 to -0.12, P < .001), self-management behaviours (standardised MD [SMD]: 0.23, 95% CI: 0.12 to 0.33, P < .001) and self-efficacy (SMD: 0.20, 95% CI: 0.09 to 0.31, P = .0002). Only one intensive lifestyle intervention reported significant improvements in body weight and waist circumference. Three RCTs demonstrated significant improvements in body mass index compared with the control group. Only one study demonstrated significant improvements in total cholesterol and triglycerides in favour of the intervention group. At six months post-intervention, pooled results of two studies revealed decreased diabetes-related distress (MD: -2.98, 95% CI: -5.15 to -0.82, P = .007). No significant changes in blood pressure, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, depression and anxiety were found. CONCLUSIONS Self-management programmes have the potential to improve glycaemic control, weight management, blood lipids, self-management behaviours, self-efficacy and diabetes-related distress of people with T2D receiving insulin injection. More rigorous experimental trials are warranted to examine the effectiveness of self-management programme and its maintenance.
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Affiliation(s)
- Wei Liang
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Suzanne Hoi Shan Lo
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yetunde Oluwafunmilayo Tola
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Ka Ming Chow
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
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18
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Godman B, Wladysiuk M, McTaggart S, Kurdi A, Allocati E, Jakovljevic M, Kalemeera F, Hoxha I, Nachtnebel A, Sauermann R, Hinteregger M, Marković-Peković V, Tubic B, Petrova G, Tachkov K, Slabý J, Nejezchlebova R, Krulichová IS, Laius O, Selke G, Langner I, Harsanyi A, Inotai A, Jakupi A, Henkuzens S, Garuolienė K, Gulbinovič J, Bonanno PV, Rutkowski J, Ingeberg S, Melien Ø, Mardare I, Fürst J, MacBride-Stewart S, Holmes C, Pontes C, Zara C, Pedrola MT, Hoffmann M, Kourafalos V, Pisana A, Banzi R, Campbell S, Wettermark B. Utilisation Trend of Long-Acting Insulin Analogues including Biosimilars across Europe: Findings and Implications. BIOMED RESEARCH INTERNATIONAL 2021; 2021:9996193. [PMID: 34676266 PMCID: PMC8526244 DOI: 10.1155/2021/9996193] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 08/06/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Diabetes mellitus rates and associated costs continue to rise across Europe enhancing health authority focus on its management. The risk of complications is enhanced by poor glycaemic control, with long-acting insulin analogues developed to reduce hypoglycaemia and improve patient convenience. There are concerns though with their considerably higher costs, but moderated by reductions in complications and associated costs. Biosimilars can help further reduce costs. However, to date, price reductions for biosimilar insulin glargine appear limited. In addition, the originator company has switched promotional efforts to more concentrated patented formulations to reduce the impact of biosimilars. There are also concerns with different devices between the manufacturers. As a result, there is a need to assess current utilisation rates for insulins, especially long-acting insulin analogues and biosimilars, and the rationale for patterns seen, among multiple European countries to provide future direction. Methodology. Health authority databases are examined to assess utilisation and expenditure patterns for insulins, including biosimilar insulin glargine. Explanations for patterns seen were provided by senior-level personnel. RESULTS Typically increasing use of long-acting insulin analogues across Europe including both Western and Central and Eastern European countries reflects perceived patient benefits despite higher prices. However, activities by the originator company to switch patients to more concentrated insulin glargine coupled with lowering prices towards biosimilars have limited biosimilar uptake, with biosimilars not currently launched in a minority of European countries. A number of activities were identified to address this. Enhancing the attractiveness of the biosimilar insulin market is essential to encourage other biosimilar manufacturers to enter the market as more long-acting insulin analogues lose their patents to benefit all key stakeholder groups. CONCLUSIONS There are concerns with the availability and use of insulin glargine biosimilars among European countries despite lower costs. This can be addressed.
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Affiliation(s)
- Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, UK
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Magdalene Wladysiuk
- Chair of Epidemiology and Preventive Medicine, Medical College, Jagiellonian University, Krakow, Poland
- HTA Consulting, Starowiślna Str. 17/3, 31-038 Krakow, Poland
| | - Stuart McTaggart
- Public Health Scotland, Gyle Square, 1 South Gyle Crescent, Edinburgh, UK
| | - Amanj Kurdi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, UK
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- Department of Pharmacology, College of Pharmacy, Hawler Medical University, Erbil, Iraq
| | - Eleonora Allocati
- Istituto di Ricerche Farmacologiche ‘Mario Negri' IRCCS, Milan, Italy
| | - Mihajlo Jakovljevic
- Department of Global Health Economics and Policy, University of Kragujevac, Kragujevac, Serbia
- Institute of Comparative Economic Studies, Faculty of Economics, Hosei University Tokyo, Tokyo, Japan
| | - Francis Kalemeera
- Department of Pharmacy Practice and Policy, Faculty of Health Sciences, University of Namibia, Windhoek, Namibia
| | - Iris Hoxha
- Department of Pharmacy, Faculty of Medicine, University of Medicine, Tirana, Albania
| | - Anna Nachtnebel
- Dachverband der Österreichischen Sozialversicherungen, Kundmanngasse 21, AT-1030 Vienna, Austria
| | - Robert Sauermann
- Dachverband der Österreichischen Sozialversicherungen, Kundmanngasse 21, AT-1030 Vienna, Austria
| | - Manfred Hinteregger
- Dachverband der Österreichischen Sozialversicherungen, Kundmanngasse 21, AT-1030 Vienna, Austria
| | - Vanda Marković-Peković
- Faculty of Medicine, Department of Social Pharmacy, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
| | - Biljana Tubic
- Faculty of Medicine, Department of Medicinal Chemistry, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
- Agency for Medicinal Product and Medical Devices of Bosnia and Herzegovina, 78000 Banja Luka, Bosnia and Herzegovina
| | - Guenka Petrova
- Faculty of Pharmacy, Department of Social Pharmacy and Pharmacoeconomics, Medical University of Sofia, Sofia, Bulgaria
| | - Konstantin Tachkov
- Faculty of Pharmacy, Department of Social Pharmacy and Pharmacoeconomics, Medical University of Sofia, Sofia, Bulgaria
| | - Juraj Slabý
- State Institute for Drug Control, Prague, Czech Republic
| | | | - Iva Selke Krulichová
- Department of Medical Biophysics, Faculty of Medicine in Hradec Králové, Charles University, Simkova 870, 500 03 Hradec Králové, Czech Republic
| | - Ott Laius
- State Agency of Medicines, Nooruse 1, 50411 Tartu, Estonia
| | - Gisbert Selke
- Wissenschaftliches Institut der AOK (WIdO), Rosenthaler Straße 31, 10178 Berlin, Germany
| | - Irene Langner
- Wissenschaftliches Institut der AOK (WIdO), Rosenthaler Straße 31, 10178 Berlin, Germany
| | - András Harsanyi
- Department of Health Policy and Health Economics, Eotvos Lorand University, Budapest, Hungary
| | - András Inotai
- Syreon Research Institute and Semmelweis University, Center of Health Technology Assessment, Budapest, Hungary
| | - Arianit Jakupi
- Faculty of Pharmacy, UBT Higher Education Institute, Pristina, Kosovo
| | | | - Kristina Garuolienė
- Department of Pathology, Forensic Medicine and Pharmacology, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Jolanta Gulbinovič
- Department of Pathology, Forensic Medicine and Pharmacology, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Patricia Vella Bonanno
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, UK
- Department of Health Services Management, University of Malta, Valletta, Malta
| | - Jakub Rutkowski
- HTA Consulting, Starowiślna Str. 17/3, 31-038 Krakow, Poland
| | - Skule Ingeberg
- Medicines Committee, Oslo University Hospitals, Oslo, Norway
| | - Øyvind Melien
- Medicines Committee, Oslo University Hospitals, Oslo, Norway
| | - Ileana Mardare
- Faculty of Medicine, Public Health and Management Department, “Carol Davila” University of Medicine and Pharmacy Bucharest, 050463 Bucharest, Romania
| | - Jurij Fürst
- Health Insurance Institute, Miklosiceva 24, SI-1507 Ljubljana, Slovenia
| | | | | | - Caridad Pontes
- Drug Department, Catalan Health Service, Gran Via de les Corts Catalanes, 08007 Barcelona, Spain
- Department of Pharmacology, Therapeutics and Toxicology, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Corinne Zara
- Drug Department, Catalan Health Service, Gran Via de les Corts Catalanes, 08007 Barcelona, Spain
| | - Marta Turu Pedrola
- Drug Department, Catalan Health Service, Gran Via de les Corts Catalanes, 08007 Barcelona, Spain
| | | | - Vasileios Kourafalos
- National Organization for the Provision of Healthcare Services (EOPYY), Athens, Greece
| | - Alice Pisana
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Rita Banzi
- Istituto di Ricerche Farmacologiche ‘Mario Negri' IRCCS, Milan, Italy
| | - Stephen Campbell
- Centre for Primary Care and Health Services Research, School of Health Sciences, University of Manchester, Manchester M13 9PL, UK
- NIHR Greater Manchester Patient Safety Translational Research Centre, School of Health Sciences, University of Manchester, Manchester, UK
| | - Bjorn Wettermark
- Department of Pharmacy, Disciplinary Domain of Medicine and Pharmacy, Uppsala University, Uppsala, Sweden
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19
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Falchi FA, Borlotti G, Ferretti F, Pellegrino G, Raneri M, Schiavoni M, Caselli A, Briani F. Sanguinarine Inhibits the 2-Ketogluconate Pathway of Glucose Utilization in Pseudomonas aeruginosa. Front Microbiol 2021; 12:744458. [PMID: 34566945 PMCID: PMC8461315 DOI: 10.3389/fmicb.2021.744458] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 08/12/2021] [Indexed: 01/13/2023] Open
Abstract
Interfering with the ability of pathogenic bacteria to import glucose may represent a new promising antibacterial strategy, especially for the treatment of infections occurring in diabetic and other hyperglycemic patients. Such patients are particularly susceptible to infections caused by a variety of bacteria, among which opportunistic pathogens like Pseudomonas aeruginosa. In P. aeruginosa, glucose can be directly imported into the cytoplasm or after its periplasmic oxidation into gluconate and 2-ketogluconate (2-KG). We recently demonstrated that a P. aeruginosa mutant lacking the 2-KG transporter KguT is less virulent than its kguT+ parental strain in an insect infection model, pointing to 2-KG branch of glucose utilization as a possible target for anti-Pseudomonas drugs. In this work, we devised an experimental protocol to find specific inhibitors of the 2-KG pathway of P. aeruginosa glucose utilization and applied it to the screening of the Prestwick Chemical Library. By exploiting mutants lacking genes involved in the transport of glucose derivatives in the primary screening and in the secondary assays, we could identify sanguinarine as an inhibitor of 2-KG utilization. We also demonstrated that sanguinarine does not prevent 2-KG formation by gluconate oxidation or its transport, suggesting that either KguD or KguK is the target of sanguinarine in P. Aeruginosa.
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Affiliation(s)
- Federica A Falchi
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy
| | - Giorgia Borlotti
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy
| | | | | | - Matteo Raneri
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy
| | - Marco Schiavoni
- Dipartimento di Chimica, Università degli Studi di Milano, Milan, Italy
| | | | - Federica Briani
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy
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20
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Godman B, Haque M, Kumar S, Islam S, Charan J, Akter F, Kurdi A, Allocati E, Bakar MA, Rahim SA, Sultana N, Deeba F, Halim Khan MA, Alam ABMM, Jahan I, Kamal ZM, Hasin H, Nahar S, Haque M, Dutta S, Abhayanand JP, Kaur RJ, Acharya J, Sugahara T, Kwon HY, Bae S, Khuan KKP, Khan TA, Hussain S, Saleem Z, Pisana A, Wale J, Jakovljevic M. Current utilization patterns for long-acting insulin analogues including biosimilars among selected Asian countries and the implications for the future. Curr Med Res Opin 2021; 37:1529-1545. [PMID: 34166174 DOI: 10.1080/03007995.2021.1946024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Prevalence rates for diabetes mellitus continue to rise, which, coupled with increasing costs of complications, has appreciably increased expenditure in recent years. Poor glycaemic control including hypoglycaemia enhances complication rates and associated morbidity, mortality and costs. Consequently, this needs to be addressed. Whilst the majority of patients with diabetes have type-2 diabetes, a considerable number of patients with diabetes require insulin to help control their diabetes. Long-acting insulin analogues were developed to reduce hypoglycaemia associated with insulin and help improve adherence, which can be a concern. However, their considerably higher costs have impacted on their funding and use, especially in countries with affordability issues. Biosimilars can help reduce the costs of long-acting insulin analogues thereby increasing available choices. However, the availability and use of long-acting insulin analogues can be affected by limited price reductions versus originators and limited demand-side initiatives to encourage their use. Consequently, we wanted to assess current utilisation rates for long-acting insulin analogues, especially biosimilars, and the rationale for patterns seen, across multiple Asian countries ranging from Japan (high-income) to Pakistan (lower-income) to inform future strategies. METHODOLOGY Multiple approaches including assessing utilization and prices of insulins including biosimilars among six Asian countries and comparing the findings especially with other middle-income countries. RESULTS Typically, there was increasing use of long-acting insulin analogues among the selected Asian countries. This was especially the case enhanced by biosimilars in Bangladesh, India, and Malaysia reflecting their perceived benefits. However, there was limited use in Pakistan due to issues of affordability similar to a number of African countries. The high use of biosimilars in Bangladesh, India and Malaysia was helped by issues of affordability and local production. The limited use of biosimilars in Japan and Korea reflects limited price reductions and demand-side initiatives similar to a number of European countries. CONCLUSIONS Increasing use of long-acting insulin analogues across countries is welcomed, adding to the range of insulins available, which increasingly includes biosimilars. A number of activities are needed to enhance the use of long-acting insulin analogue biosimilars in Japan, Korea and Pakistan.
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Affiliation(s)
- Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Mainul Haque
- Faculty of Medicine and Defence Health, Unit of Pharmacology, Universiti Pertahanan Nasional Malaysia (National Defence University of Malaysia), Kuala Lumpur, Malaysia
| | - Santosh Kumar
- Department of Periodontology and Implantology, Karnavati University, Gandhinagar, India
| | - Salequl Islam
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | - Jaykaran Charan
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Farhana Akter
- Department of Endocrinology, Chittagong Medical College, Chittagong, Bangladesh
| | - Amanj Kurdi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- Department of Pharmacology, College of Pharmacy, Hawler Medical University, Erbil, Iraq
| | - Eleonora Allocati
- Istituto di Ricerche Farmacologiche 'Mario Negri' IRCCS, Milan, Italy
| | - Muhammed Abu Bakar
- Department of Endocrinology and Metabolism, Chattogram Maa-O-Shishu Hospital Medical College, Agrabad, Chattogram, Bangladesh
| | | | - Nusrat Sultana
- Department of Endocrinology and Metabolism, Bangabandhu Sheik Mujib Medical University Hospital, Dhaka, Bangladesh
| | - Farzana Deeba
- Department of Obstetrics and Gynaecology, Bangabandhu Sheik Mujib Medical University, Dhaka, Bangladesh
| | - M A Halim Khan
- Shaheed Suhrawardy Medical College Hospital, Dhaka, Bangladesh
| | | | - Iffat Jahan
- Department of Physiology, Eastern Medical College, Cumilla, Bangladesh
| | | | - Humaira Hasin
- Epsom and St Helier University Hospitals NHS Trust, Carshalton, Surrey, United Kingdom
| | - Shamsun Nahar
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | - Monami Haque
- Human Resource Department, Square Toiletries Limited, Dhaka, Bangladesh
| | - Siddhartha Dutta
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Jha Pallavi Abhayanand
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Rimple Jeet Kaur
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Jitendra Acharya
- Department of Dentistry, SP Medical College, Bikaner, Rajasthan, India
| | | | - Hye-Young Kwon
- Division of Biology and Public Health, Mokwon University, Daejeon, South Korea
| | - SeungJin Bae
- College of Pharmacy, Ewha Womans University, Seoul, South Korea
| | | | | | | | - Zikria Saleem
- Department of Pharmacy Practice, Faculty of Pharmacy, The University of Lahore, Lahore, Pakistan
| | - Alice Pisana
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Janney Wale
- Independent Consumer Advocate, Brunswick, Victoria, Australia
| | - Mihajlo Jakovljevic
- Faculty of Economics, Hosei University, Tokyo, Japan
- Department of Global Health Economics and Policy, University of Kragujevac, Kragujevac, Serbia
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21
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The role of microneedle arrays in drug delivery and patient monitoring to prevent diabetes induced fibrosis. Adv Drug Deliv Rev 2021; 175:113825. [PMID: 34111467 DOI: 10.1016/j.addr.2021.06.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 05/05/2021] [Accepted: 06/04/2021] [Indexed: 02/07/2023]
Abstract
Diabetes affects approximately 450 million adults globally. If not effectively managed, chronic hyperglycaemia causes tissue damage that can develop into fibrosis. Fibrosis leads to end-organ complications, failure of organ systems occurs, which can ultimately cause death. One strategy to tackle end-organ complications is to maintain normoglycaemia. Conventionally, insulin is administered subcutaneously. Whilst effective, this delivery route shows several limitations, including pain. The transdermal route is a favourable alternative. Microneedle (MN) arrays are minimally invasive and painless devices that can enhance transdermal drug delivery. Convincing evidence is provided on MN-mediated insulin delivery. MN arrays can also be used as a diagnostic tool and monitor glucose levels. Furthermore, sophisticated MN array-based systems that integrate glucose monitoring and drug delivery into a single device have been designed. Therefore, MN technology has potential to revolutionise diabetes management. This review describes the current applications of MN technology for diabetes management and how these could prevent diabetes induced fibrosis.
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22
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Daly A, Hovorka R. Technology in the management of type 2 diabetes: Present status and future prospects. Diabetes Obes Metab 2021; 23:1722-1732. [PMID: 33950566 PMCID: PMC7611289 DOI: 10.1111/dom.14418] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/26/2021] [Accepted: 04/27/2021] [Indexed: 12/18/2022]
Abstract
The growing incidence of type 2 diabetes (T2D) is a significant health concern, representing 90% of diabetes cases worldwide. As the disease progresses, resultant insulin deficiency and hyperglycaemia necessitates insulin therapy in many cases. It has been recognized that a significant number of people who have a clinical requirement for insulin therapy, as well as their healthcare professionals, are reluctant to intensify treatment with insulin due to fear of hypoglycaemia, poor understanding of treatment regimens or lack of engagement, and are therefore at higher risk of developing complications from poor glycaemic control. Over the past decade, the rise of diabetes technologies, including dosing advisors, continuous glucose monitoring systems, insulin pumps and automated insulin delivery systems, has led to great improvements in the therapies available, particularly to those requiring insulin. Although the focus has largely been on delivering these therapies to the type 1 diabetes population, it is becoming increasingly recognized that people with T2D face similar challenges to achieve recommended glycaemic standards and also have the potential to benefit from these advances. In this review, we discuss diabetes technologies that are currently available for people with T2D and the evidence supporting their use, as well as future prospects. We conclude that there is a clinical need to extend the use of these technologies to the T2D population to curb the consequences of suboptimal disease management in this group.
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Affiliation(s)
- Aideen Daly
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Roman Hovorka
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK
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23
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Freckmann G, Buck S, Waldenmaier D, Kulzer B, Schnell O, Gelchsheimer U, Ziegler R, Heinemann L. Insulin Pump Therapy for Patients With Type 2 Diabetes Mellitus: Evidence, Current Barriers, and New Technologies. J Diabetes Sci Technol 2021; 15:901-915. [PMID: 32476471 PMCID: PMC8258526 DOI: 10.1177/1932296820928100] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
An increasing number of patients with type 2 diabetes mellitus (T2DM) use insulin pumps. The first insulin pumps especially designed for patients with T2DM have recently become available. However, national guidelines do not primarily recommend the use of continuous subcutaneous insulin infusion (CSII) for this patient group. The effectiveness of CSII in T2DM has not yet been convincingly demonstrated, despite some positive evidence. An overview and an assessment of various studies to date will be given. T2DM is a heterogeneous disease with a substantial phenotypic variability; therefore, it is difficult to provide general conclusions about the effectiveness of CSII in T2DM therapy. The pump types, characteristics, and associated barriers may play a relevant role for therapy outcome. Most advanced functions like various bolus dosages offered by conventional insulin pumps are not needed for T2DM treatment and complicate the device handling for this subject group. Additionally, new technologies like increased connectivity, advanced software features, and interoperability are currently becoming available representing further barriers. The implementation of this technological progress might be a benefit for pumps for T2DM as well. However, these have not been sufficiently examined either and increased security challenges due to integrated peripheral components should not be neglected in terms of a sound cybersecurity. Pump features and handling for patients with T2DM should be as easy as possible, indicating a need for insulin pumps specially designed for patients with T2DM. However, it has to be investigated if pumps designed for T2DM are more effective than other intensified insulin regimens.
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Affiliation(s)
- Guido Freckmann
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Sina Buck
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
- Sina Buck, MSc, Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Lise-Meitner-Straße 8/2, Ulm 89081, Germany.
| | - Delia Waldenmaier
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Bernhard Kulzer
- Forschungsinstitut Diabetes Akademie Bad Mergentheim, Germany
| | - Oliver Schnell
- Forschergruppe Diabetes e.V., Helmholtz Zentrum, Munich, Germany
| | | | - Ralph Ziegler
- Diabetes Clinic for Children and Adolescents, Münster, Germany
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24
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Godman B, Haque M, Leong T, Allocati E, Kumar S, Islam S, Charan J, Akter F, Kurdi A, Vassalo C, Bakar MA, Rahim SA, Sultana N, Deeba F, Khan MAH, Alam ABMM, Jahan I, Kamal ZM, Hasin H, Munzur-E-Murshid, Nahar S, Haque M, Dutta S, Abhayanand JP, Kaur RJ, Rwegerera GM, do Nascimento RCRM, Dias Godói IP, Irfan M, Amu AA, Matowa P, Acolatse J, Incoom R, Sefah IA, Acharya J, Opanga S, Njeri LW, Kimonge D, Kwon HY, Bae S, Khuan KKP, Abubakar AR, Sani IH, Khan TA, Hussain S, Saleem Z, Malande OO, Piloya-Were T, Gambogi R, Hernandez Ortiz C, Alutuli L, Kalungia AC, Hoxha I, Marković-Peković V, Tubic B, Petrova G, Tachkov K, Laius O, Harsanyi A, Inotai A, Jakupi A, Henkuzens S, Garuoliene K, Gulbinovič J, Wladysiuk M, Rutkowski J, Mardare I, Fürst J, McTaggart S, MacBride-Stewart S, Pontes C, Zara C, Tagoe ET, Banzi R, Wale J, Jakovljevic M. The Current Situation Regarding Long-Acting Insulin Analogues Including Biosimilars Among African, Asian, European, and South American Countries; Findings and Implications for the Future. Front Public Health 2021; 9:671961. [PMID: 34249838 PMCID: PMC8264781 DOI: 10.3389/fpubh.2021.671961] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 04/29/2021] [Indexed: 12/12/2022] Open
Abstract
Background: Diabetes mellitus rates continue to rise, which coupled with increasing costs of associated complications has appreciably increased global expenditure in recent years. The risk of complications are enhanced by poor glycaemic control including hypoglycaemia. Long-acting insulin analogues were developed to reduce hypoglycaemia and improve adherence. Their considerably higher costs though have impacted their funding and use. Biosimilars can help reduce medicine costs. However, their introduction has been affected by a number of factors. These include the originator company dropping its price as well as promoting patented higher strength 300 IU/ml insulin glargine. There can also be concerns with different devices between the manufacturers. Objective: To assess current utilisation rates for insulins, especially long-acting insulin analogues, and the rationale for patterns seen, across multiple countries to inform strategies to enhance future utilisation of long-acting insulin analogue biosimilars to benefit all key stakeholders. Our approach: Multiple approaches including assessing the utilisation, expenditure and prices of insulins, including biosimilar insulin glargine, across multiple continents and countries. Results: There was considerable variation in the use of long-acting insulin analogues as a percentage of all insulins prescribed and dispensed across countries and continents. This ranged from limited use of long-acting insulin analogues among African countries compared to routine funding and use across Europe in view of their perceived benefits. Increasing use was also seen among Asian countries including Bangladesh and India for similar reasons. However, concerns with costs and value limited their use across Africa, Brazil and Pakistan. There was though limited use of biosimilar insulin glargine 100 IU/ml compared with other recent biosimilars especially among European countries and Korea. This was principally driven by small price differences in reality between the originator and biosimilars coupled with increasing use of the patented 300 IU/ml formulation. A number of activities were identified to enhance future biosimilar use. These included only reimbursing biosimilar long-acting insulin analogues, introducing prescribing targets and increasing competition among manufacturers including stimulating local production. Conclusions: There are concerns with the availability and use of insulin glargine biosimilars despite lower costs. This can be addressed by multiple activities.
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Affiliation(s)
- Brian Godman
- Department of Pharmacoepidemiology, Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, George Town, Malaysia
| | - Mainul Haque
- Unit of Pharmacology, Faculty of Medicine and Defence Health, Universiti Pertahanan Nasional Malaysia (National Defence University of Malaysia), Kuala Lumpur, Malaysia
| | - Trudy Leong
- Essential Drugs Programme, South African National Department of Health, Pretoria, South Africa
| | - Eleonora Allocati
- Center for Health Regulatory Policies, Istituto di Ricerche Farmacologiche “Mario Negri” IRCCS, Milan, Italy
| | - Santosh Kumar
- Department of Periodontology and Implantology, Karnavati University, Gandhinagar, India
| | - Salequl Islam
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | - Jaykaran Charan
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, India
| | - Farhana Akter
- Department of Endocrinology, Chittagong Medical College, Chittagong, Bangladesh
| | - Amanj Kurdi
- Department of Pharmacoepidemiology, Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- Department of Pharmacology, College of Pharmacy, Hawler Medical University, Erbil, Iraq
| | - Carlos Vassalo
- Facultad de Ciencias Médicas, Universidad Nacional del Litoral, Santa Fe, Argentina
| | - Muhammed Abu Bakar
- Department of Endocrinology and Metabolism, Chattogram Maa-O-Shishu Hospital Medical College, Chattogram, Bangladesh
| | - Sagir Abdur Rahim
- Bangladesh Institute of Research and Rehabilitation in Diabetes, Endocrine and Metabolic Disorders General Hospital, Dhaka, Bangladesh
| | - Nusrat Sultana
- Department of Endocrinology and Metabolism, Bangabandhu Sheik Mujib Medical University Hospital, Dhaka, Bangladesh
| | - Farzana Deeba
- Department of Obstetrics and Gynaecology, Bangabandhu Sheik Mujib Medical University, Dhaka, Bangladesh
| | | | | | - Iffat Jahan
- Department of Physiology, Eastern Medical College, Cumilla, Bangladesh
| | | | - Humaira Hasin
- Clinical Fellow, Epsom and St Helier University Hospitals NHS Trust, Surrey, United Kingdom
| | - Munzur-E-Murshid
- Women's Integrated Sexual Health (WISH) 2 Access Choice Together Innovate Ownership Now (ACTION) Project, Handicap International, Kurigram, Bangladesh
| | - Shamsun Nahar
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | - Monami Haque
- Human Resource Department, Square Toiletries Limited, Rupayan Center, Dhaka, Bangladesh
| | - Siddhartha Dutta
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, India
| | | | - Rimple Jeet Kaur
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, India
| | - Godfrey Mutashambara Rwegerera
- Department of Medicine, Sir Ketumile Masire Teaching Hospital, Gaborone, Botswana
- Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | | | - Isabella Piassi Dias Godói
- Institute of Health and Biological Studies, Universidade Federal do Sul e Sudeste do Pará, Cidade Universitária, Marabá, Brazil
- Group (CNPq) for Epidemiological, Economic and Pharmacological Studies of Arboviruses (EEPIFARBO), Universidade Federal do Sul e Sudeste do Pará, Marabá, Brazil
| | - Mohammed Irfan
- Faculdade de Odontologia, Universidade Federal de Pelotas, Pelotas, Brazil
| | - Adefolarin A. Amu
- Pharmacy Department, Eswatini Medical Christian University, Mbabane, Eswatini
| | - Patrick Matowa
- Pharmacy Department, Eswatini Medical Christian University, Mbabane, Eswatini
| | | | - Robert Incoom
- Cape Coast Teaching Hospital (CCTH), Cape Coast, Ghana
| | - Israel Abebrese Sefah
- Pharmacy Department, Keta Municipal Hospital, Ghana Health Service, Keta-Dzelukope, Ghana
- Pharmacy Practise Department of Pharmacy Practise, School of Pharmacy, University of Health and Allied Sciences, Volta Region, Ghana
| | | | - Sylvia Opanga
- Department of Pharmaceutics and Pharmacy Practise, School of Pharmacy, University of Nairobi, Nairobi, Kenya
| | | | - David Kimonge
- Department of Pharmaceutics and Pharmacy Practise, School of Pharmacy, University of Nairobi, Nairobi, Kenya
| | - Hye-Young Kwon
- Division of Biology and Public Health, Mokwon University, Daejeon, South Korea
| | - SeungJin Bae
- College of Pharmacy, Ewha Woman's University, Seoul, South Korea
| | | | - Abdullahi Rabiu Abubakar
- Department of Pharmacology and Therapeutics, Faculty of Pharmaceutical Sciences, Bayero University, Kano, Nigeria
| | - Ibrahim Haruna Sani
- Unit of Pharmacology, College of Health Sciences, Yusuf Maitama Sule University (YUMSUK), Kano, Nigeria
| | | | | | - Zikria Saleem
- Department of Pharmacy Practise, Faculty of Pharmacy, The University of Lahore, Lahore, Pakistan
| | - Oliver Ombeva Malande
- Department of Child Health and Paediatrics, Egerton University, Nakuru, Kenya
- East Africa Centre for Vaccines and Immunisation (ECAVI), Kampala, Uganda
| | - Thereza Piloya-Were
- Paediatric Endocrinologist, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | | | | | - Luke Alutuli
- University Teaching Hospital Group, Department of Pharmacy, Lusaka, Zambia
| | | | - Iris Hoxha
- Department of Pharmacy, Faculty of Medicine, University of Medicine, Tirana, Albania
| | - Vanda Marković-Peković
- Department of Social Pharmacy, Faculty of Medicine, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
| | - Biljana Tubic
- Agency for Medicinal Products and Medical Devices of Bosnia and Herzegovina, Banja Luka, Bosnia and Herzegovina
- Department of Medicinal Chemistry, Faculty of Medicine, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
| | - Guenka Petrova
- Department of Social Pharmacy and Pharmacoeconomics, Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
| | - Konstantin Tachkov
- Department of Social Pharmacy and Pharmacoeconomics, Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
| | - Ott Laius
- State Agency of Medicines, Tartu, Estonia
| | - András Harsanyi
- Department of Health Policy and Health Economics, Eotvos Lorand University, Budapest, Hungary
| | - András Inotai
- Syreon Research Institute, Budapest, Hungary
- Center of Health Technology Assessment, Semmelweis University, Budapest, Hungary
| | - Arianit Jakupi
- Faculty of Pharmacy, UBT Higher Education Institute, Pristina, Kosovo
| | | | - Kristina Garuoliene
- Department of Pharmacy, Faculty of Medicine, Institute of Biomedical Sciences, Vilnius University, Vilnius, Lithuania
| | - Jolanta Gulbinovič
- Department of Pathology, Forensic Medicine and Pharmacology, Faculty of Medicine, Institute of Biomedical Sciences, Vilnius University, Vilnius, Lithuania
| | - Magdalene Wladysiuk
- Chair of Epidemiology and Preventive Medicine Jagiellonian University, Medical College, Kraków, Poland
- HTA Consulting, Kraków, Poland
| | | | - Ileana Mardare
- Faculty of Medicine, Public Health and Management Department, “Carol Davila” University of Medicine and Pharmacy Bucharest, Bucharest, Romania
| | - Jurij Fürst
- Health Insurance Institute, Ljubljana, Slovenia
| | | | | | - Caridad Pontes
- Drug Department, Catalan Health Service, Barcelona, Spain
- Department of Pharmacology, Therapeutics and Toxicology, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Corinne Zara
- Drug Department, Catalan Health Service, Barcelona, Spain
| | - Eunice Twumwaa Tagoe
- Department of Management Science, Business School, University of Strathclyde, Glasgow, United Kingdom
| | - Rita Banzi
- Center for Health Regulatory Policies, Istituto di Ricerche Farmacologiche “Mario Negri” IRCCS, Milan, Italy
| | - Janney Wale
- Independent Consumer Advocate, Brunswick, VIC, Australia
| | - Mihajlo Jakovljevic
- Department of Global Health Economics and Policy, University of Kragujevac, Kragujevac, Serbia
- Faculty of Economics, Institute of Comparative Economic Studies, Hosei University Tokyo, Tokyo, Japan
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25
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Maikoo S, Makayane D, Booysen IN, Ngubane P, Khathi A. Ruthenium compounds as potential therapeutic agents for type 2 diabetes mellitus. Eur J Med Chem 2020; 213:113064. [PMID: 33279292 DOI: 10.1016/j.ejmech.2020.113064] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 11/13/2020] [Accepted: 11/27/2020] [Indexed: 01/03/2023]
Abstract
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder which is globally responsible for millions of fatalities per year. Management of T2DM typically involves orally administered anti-hyperglycaemic drugs in conjunction with dietary interventions. However, the current conventional therapy seems to be largely ineffective as patients continue to develop complications such as cardiovascular diseases, blindness and kidney failure. Existing alternative treatment entails the administration of organic therapeutic pharmaceuticals, but these drugs have various side effects such as nausea, headaches, weight gain, respiratory and liver damage. Transition metal complexes have shown promise as anti-diabetic agents owing to their diverse mechanisms of activity. In particular, selected ruthenium compounds have exhibited intriguing biological behaviours as Protein Tyrosine Phosphatase (PTP) 1B and Glycogen Synthase Kinase 3 (GSK-3) inhibitors, as well as aggregation suppressants for the human islet amyloid polypeptide (hIAPP). This focussed review serves as a survey on studies pertaining to ruthenium compounds as metallo-drugs for T2DM. Herein, we also provide perspectives on directions to fully elucidate in vivo functions of this class of potential metallopharmaceuticals. More specifically, there is still a need to investigate the pharmacokinetics of ruthenium drugs in order to establish their biodistribution patterns which will affirm whether these metal complexes are substitutionally inert or serve as pro-drugs. In addition, embedding oral-administered ruthenium complexes into bio-compatible polymers can be a prospective means of enhancing stability during drug delivery.
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Affiliation(s)
- Sanam Maikoo
- School of Chemistry and Physics, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Daniel Makayane
- School of Chemistry and Physics, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Irvin Noel Booysen
- School of Chemistry and Physics, University of KwaZulu-Natal, Pietermaritzburg, South Africa.
| | - Phikelelani Ngubane
- School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Andile Khathi
- School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
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Alvarado-Vasquez N. Could a family history of type 2 diabetes be a risk factor to the endothelial damage in the patient with COVID-19? Med Hypotheses 2020; 146:110378. [PMID: 33189452 PMCID: PMC7644429 DOI: 10.1016/j.mehy.2020.110378] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/19/2020] [Accepted: 11/02/2020] [Indexed: 01/08/2023]
Abstract
In December 2019, in China, a disease derived from a new beta coronavirus (SARS-CoV-2) was reported, which was termed coronavirus disease 2019 (COVID-19). Currently, it is known that endothelial cell dysfunction is a critical event in the infection by this virus. However, in a representative percentage of patients with COVID-19, neither cardiovascular disease nor diabetes mellitus, which could be linked with endothelial dysfunction, has been reported. Previous evidence has shown the presence of early endothelial dysfunction in healthy subjects but with a family history of type 2 diabetes (FH-DM2), where glucose metabolism, the synthesis of nitric oxide (NO), reactive oxygen species (ROS), as well as expression of genes involved with their synthesis are impaired. Besides, in subjects with an FH-DM2, the presence of hyperinsulinemia and high glucose levels are common events that could favor the infection of endothelial cells by the coronavirus. Interestingly, both events have been reported in patients with COVID-19, in whom hyperinsulinemia increases the surface expression of ACE2 through a diminution of ADAMTS17 activity; whereas hyperglycemia induces higher expression of ACE2 in different tissues, including microvascular endothelial cells from the pancreatic islets, favoring chronic hyperglycemia and affecting the release of insulin. Therefore, we hypothesized that an FH-DM2 should be considered an important risk factor, since the individuals with this background develop an early endothelial dysfunction, which would increase the susceptibility and severity of infection and damage to the endothelium, in the patient infected with the SARS-CoV-2.
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Affiliation(s)
- Noé Alvarado-Vasquez
- Department of Biochemistry, National Institute of Respiratory Diseases, Mexico City 14080, Mexico.
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Escalada J, Bonnet F, Wu J, Bonnemaire M, Gupta S, Cambron-Mellott JM, Nicholls C, Müller-Wieland D. Reduced Hypoglycemia Risk in Type 2 Diabetes Patients Switched to/Initiating Insulin Glargine 300 vs 100 U/ml: A European Real-World Study. Adv Ther 2020; 37:3863-3877. [PMID: 32681460 PMCID: PMC7444406 DOI: 10.1007/s12325-020-01436-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Randomized controlled trials and real-world data from the USA have shown similar glycemic control with insulin glargine 300 U/ml (Gla-300) and insulin glargine 100 U/ml (Gla-100) and reduced hypoglycemia risk with Gla-300. This real-world study describes the efficacy and safety of Gla-300 and Gla-100 in patients with type 2 diabetes (T2D) in France, Spain, and Germany. METHODS This retrospective chart review analysis used anonymized data for adults with T2D switching basal insulin analog (BIA) therapy to Gla-300 or Gla-100, or insulin-naïve patients initiating Gla-300 or Gla-100. Outcomes included change from baseline to 6-month follow-up in glycated hemoglobin A1c (A1C), total and severe hypoglycemia incidences and events, insulin dose, and reasons for BIA choice. RESULTS Six hundred sixty-five physicians (33.8% Spain, 31.7% France, 34.4% Germany) provided chart data for patients switching to Gla-300 (n = 679) or Gla-100 (n = 429) or initiating Gla-300 (n = 719) or Gla-100 (n = 711). After adjustment for baseline characteristics, A1C reductions from baseline were similar for patients switching to Gla-300 or Gla-100 (- 0.87% vs. - 0.93%; p = 0.326) while those switched to Gla-300 vs. Gla-100 had a significantly greater mean reduction in hypoglycemic events (- 1.29 vs. - 0.81 events during 6 months; p = 0.012). Mean insulin doses after titration were 0.43 ± 0.36 and 0.40 ± 0.28 U/kg in Gla-300 and Gla-100 switchers, respectively. Factors that significantly influenced BIA choice included a lower risk of hypoglycemia (for Gla-300) and physician familiarity (for Gla-100). Outcomes for insulin-naïve patients were broadly similar to those of switchers. CONCLUSIONS In this real-world European study, patients with T2D who switched therapy to Gla-300 or Gla-100 had improved glycemic control and reduced hypoglycemia at 6 months, with significant hypoglycemia advantages with Gla-300.
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