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Yang Y, Kuang F, Zhu X, Li L, Huang Y, Liu Y, Yu X. How to improve the quality of euglycemic glucose clamp tests in long-acting insulin studies. Trials 2025; 26:37. [PMID: 39893469 PMCID: PMC11786465 DOI: 10.1186/s13063-025-08749-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 01/27/2025] [Indexed: 02/04/2025] Open
Abstract
BACKGROUND The euglycemic clamp test stands as the best method for assessing the pharmacokinetic and pharmacodynamic properties of long-acting insulin. However, despite its widespread use, there remains a notable absence of an established gold standard for evaluating the test's quality. Existing recommendations from regulatory agencies lack specific threshold values, particularly concerning long-acting insulin. This study aimed to determine the evaluation criteria for assessing the quality of the long-acting insulin euglycemic glucose clamp test and to improve the overall quality of this testing method. METHODS Fifty-three healthy volunteers were administered a single dose of insulin degludec (0.4 IU/kg) and underwent a 24-h euglycemic clamp test. Blood samples were collected to evaluate the pharmacokinetics and pharmacodynamics of insulin degludec. Volunteers were separated into group A (coefficient of variation in blood glucose [CVBG] ≤ 3.5%) and group B (CVBG > 3.5%). The quality difference of the clamp test between the groups was assessed using various quality control indices. Volunteers were also categorized into group C (C-peptide reduction rate < 50%) and group D (C-peptide reduction rate ≥ 50%). The clamp test quality, pharmacokinetics, and pharmacodynamics of groups C and D were compared. RESULTS According to CVBG, group A had a mean CVBG of 2.95%, group B had a mean CVBG of 4.15%, and group A had a significantly lower CVBG than group B (p < 0.001). CVBG was positively correlated with other quality control indicators, such as the percentage of glucose excursion from the target range (GEFTR), duration of GEFTR, and area under the curve (AUC) of GEFTR. According to the reduction of C-peptide levels: group D had significantly higher C-peptide reduction than group C (p < 0.001). Groups C and D had CVBG < 3.5%. The quality of groups C and groups D was evaluated by the quality control indicators of the clamp test. Only the AUC of GEFTR was statistically different between Groups C and D (p = 0.043, < 0.05), and there was no statistical difference in other indicators between the two groups. CONCLUSIONS CVBG could be used as a standard for evaluating the quality of long-acting insulin euglycemic glucose clamp test, and the test quality was superior with a CVBG ≤ 3.5%. A C-peptide reduction ratio ≥ 50% indicated sufficient endogenous insulin inhibition; however, when the glucose fluctuation is small (CVBG is maintained at a low level) during the clamp test, even if the clamp test quality is slightly different, it is not sufficient to interfere with endogenous insulin secretion.
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Affiliation(s)
- Yi Yang
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China
| | - Fu Kuang
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China
| | - XueYing Zhu
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China
| | - Li Li
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China
| | - Yao Huang
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China
| | - Yang Liu
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China
| | - Xian Yu
- Department of Phase I Clinical Trial Center, The Second Affiliated Hospital of ChongQing Medical University, ChongQing, China.
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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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3
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Liu H, Li T, Yu H, Li J, Tan H, Yu Y. How to Achieve Sufficient Endogenous Insulin Suppression in Euglycemic Clamps Assessing the Pharmacokinetics and Pharmacodynamics of Long-Acting Insulin Preparations Employing Healthy Volunteers. Front Pharmacol 2022; 13:899798. [PMID: 35935883 PMCID: PMC9354408 DOI: 10.3389/fphar.2022.899798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 06/23/2022] [Indexed: 11/13/2022] Open
Abstract
The therapeutic effect of basal insulin analogs will be sustained at a rather low insulin level. When employing healthy volunteers to assess the pharmacokinetics (PK) and pharmacodynamics (PD) of long-acting insulin preparations by euglycemic clamp techniques, endogenous insulin cannot be ignored and sufficient endogenous insulin inhibition is crucial for the PD and/or PK assessment. This study aimed to explore a way to sufficiently inhibit endogenous insulin secretion. Healthy Chinese male and female volunteers were enrolled. After a subcutaneous injection of insulin glargine (IGlar) (LY2963016 or Lantus) (0.5 IU/kg), they underwent a manual euglycemic clamp for up to 24 h where the target blood glucose (BG) was set as 0.28 mmol/L below the individual’s baseline. Blood samples were collected for analysis of PK/PD and C-peptide. The subjects fell into two groups according to the reduction extent of postdose C-peptide from baseline. After matching for the dosage proportion of Lantus, there were 52 subjects in group A (C-peptide reduction<50%) and 26 in group B (C-peptide reduction≥50%), respectively. No significant difference was detected in age, body mass index, the proportion of Latus treatment and female participants. A lower basal BG was observed in group B compared to group A (4.35 ± 0.26 vs. 4.59 ± 0.22 mmol/L, p < 0.05). The clamp studies were all conducted with high quality (where BG was consistently maintained around the target and exhibited a low variety). The binary logistic regression analysis indicated low basal BG as an independent factor for the success of sufficient endogenous insulin suppression. In conclusion, setting a lower sub-baseline target BG (e.g., 10% instead of 5% below baseline) might be an approach to help achieve sufficient endogenous insulin suppression in euglycemic clamps with higher basal BG levels (e.g., beyond 4.60 mmol/L).
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Affiliation(s)
- Hui Liu
- General Practice Ward, General Practice Medical Center, Sichuan University West China Hospital, Chengdu, China
| | - Ting Li
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Hongling Yu
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Jiaqi Li
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Huiwen Tan
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Yerong Yu
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
- *Correspondence: Yerong Yu,
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Engler C, Leo M, Pfeifer B, Juchum M, Chen-Koenig D, Poelzl K, Schoenherr H, Vill D, Oberdanner J, Eisendle E, Middeldorf K, Heindl B, Gaenzer H, Bode G, Kirchmeyr K, Ladner G, Rieger L, Koellensperger U, Schwaiger A, Stoeckl F, Zangerl G, Lechleitner M, Delmarko I, Oberaigner W, Rissbacher C, Tilg H, Ebenbichler C. Long-term trends in the prescription of antidiabetic drugs: real-world evidence from the Diabetes Registry Tyrol 2012-2018. BMJ Open Diabetes Res Care 2020; 8:8/1/e001279. [PMID: 32873600 PMCID: PMC7467522 DOI: 10.1136/bmjdrc-2020-001279] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 06/26/2020] [Accepted: 07/06/2020] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Prescription patterns of antidiabetic drugs in the period from 2012 to 2018 were investigated based on the Diabetes Registry Tyrol. To validate the findings, we compared the numbers with trends of different national registries conducted in a comparable period of time. RESEARCH DESIGN AND METHODS Medication data, prescription patterns, age groups, antidiabetic therapies and quality parameters (hemoglobin A1c, body mass index, complications) of 10 875 patients with type 2 diabetes from 2012 to 2018 were retrospectively assessed and descriptively analyzed. The changes were assessed using a time series analysis with linear regression and prescription trends were plotted over time. RESULTS Sodium/glucose cotransporter 2 inhibitors (SGLT-2i) showed a significant increase in prescription from 2012 to 2018 (p<0.001), as well as metformin (p=0.002), gliptins (p=0.013) and glucagon-like peptide-1 agonists (GLP-1a) (p=0.017). Significant reduction in sulfonylurea prescriptions (p<0.001) was observed. Metformin was the most frequently prescribed antidiabetic drug (51.3%), followed by insulin/analogs (34.6%), gliptins (28.2%), SGLT-2i (11.7%), sulfonylurea (9.1%), glitazones (3.7%), GLP-1a (2.8%) and glucosidase inhibitors (0.4%). CONCLUSIONS In this long-term, real-world study on prescription changes in the Diabetes Registry Tyrol, we observed significant increase in SGLT-2i, metformin, gliptins and GLP-1a prescriptions. In contrast prescriptions for sulfonylureas declined significantly. Changes were consistent over the years 2012-2018. Changes in prescription patterns occurred even before the publication of international and national guidelines. Thus, physicians change their prescription practice not only based on published guidelines, but even earlier on publication of cardiovascular outcome trials.
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Affiliation(s)
- Clemens Engler
- Department of Internal Medicine I, Gastroenterology, Hepatology & Endocrinology, Medical University Innsbruck, Innsbruck, Austria
| | - Marco Leo
- Department of Clinical Epidemiology, Tirol Kliniken, Innsbruck, Austria
| | - Bernhard Pfeifer
- Department of Clinical Epidemiology, Tirol Kliniken, Innsbruck, Austria
- Center for Health and Bioresources, Digital Health Information Systems, Austrian Institute of Technology, Hall in Tyrol, Austria
| | | | - Di Chen-Koenig
- Department of Internal Medicine and Geriatrics, Hospital Hochzirl, Hochzirl, Austria
| | - Karin Poelzl
- Department of Internal Medicine, Hospital Hochzirl-Natters, Natters, Austria
| | - Hans Schoenherr
- Department of Internal Medicine, Hospital Zams, Zams, Austria
| | - David Vill
- Department of Internal Medicine, Hospital Hall, Hall in Tyrol, Austria
| | | | - Egon Eisendle
- Department of Internal Medicine, Hospital Lienz, Lienz, Austria
| | - Klaus Middeldorf
- Department of Internal Medicine, Hospital Reutte, Reutte, Austria
| | - Bernhard Heindl
- Department of Internal Medicine, Hospital Sankt Johann in Tyrol, Sankt Johann in Tyrol, Austria
| | - Hannes Gaenzer
- Department of Internal Medicine, Hospital Schwaz, Schwaz, Austria
| | - Gerald Bode
- Private Internal Specialist, Woergl, Austria
| | | | | | - Lisa Rieger
- Private Internal Specialist, Innsbruck, Austria
| | | | | | | | | | - Monika Lechleitner
- Department of Internal Medicine and Geriatrics, Hospital Hochzirl, Hochzirl, Austria
- Department of Internal Medicine, Hospital Hochzirl-Natters, Natters, Austria
| | - Irmgard Delmarko
- Department of Clinical Epidemiology, Tirol Kliniken, Innsbruck, Austria
| | - Wilhelm Oberaigner
- Research Unit for Diabetes Epidemiology, Department of Public Health, Health Services Research and Health Technology Assessment, University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
| | | | - Herbert Tilg
- Department of Internal Medicine I, Gastroenterology, Hepatology & Endocrinology, Medical University Innsbruck, Innsbruck, Austria
| | - Christoph Ebenbichler
- Department of Internal Medicine I, Gastroenterology, Hepatology & Endocrinology, Medical University Innsbruck, Innsbruck, Austria
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Schiavon M, Visentin R, Giegerich C, Sieber J, Dalla Man C, Cobelli C, Klabunde T. In Silico Head-to-Head Comparison of Insulin Glargine 300 U/mL and Insulin Degludec 100 U/mL in Type 1 Diabetes. Diabetes Technol Ther 2020; 22:553-561. [PMID: 32125178 PMCID: PMC7407002 DOI: 10.1089/dia.2020.0027] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background: Second-generation long-acting insulin glargine 300 U/mL (Gla-300) and degludec 100 U/mL (Deg-100) provide novel basal insulin therapies for the treatment of type 1 diabetes (T1D). Both offer a flatter pharmacokinetic (PK) profile than the previous generation of long-acting insulins, thus improving glycemic control while reducing hypoglycemic events. This work describes an in silico head-to-head comparison of the two basal insulins on 24-h glucose profiles and was used to guide the design of a clinical trial. Materials and Methods: The Universities of Virginia (UVA)/Padova T1D simulator describes the intra-/interday variability of glucose-insulin dynamics and thus provides a robust bench-test for assessing glucose control for basal insulin therapies. A PK model describing subcutaneous absorption of Deg-100, in addition to the one already available for Gla-300, has been developed based on T1D clinical data and incorporated into the simulator. One hundred in silico T1D subjects received a basal insulin dose (Gla-300 or Deg-100) for 12 weeks (8 weeks uptitration, 4 weeks stable dosing) by morning or evening administration in a basal/bolus regimen. The virtual patients were uptitrated to their individual doses with two different titration rules. Results: The last 2-week simulated continuous glucose monitoring data were used to calculate various outcome metrics for both basal insulin treatments, with primary outcome being the percent time in glucose target (70-140 mg/dL). The simulations show no statistically significant difference for Gla-300 versus Deg-100 in the main endpoints. Conclusions: This work suggests comparable glucose control using either Gla-300 or Deg-100 and was used to guide the design of a clinical trial intended to compare second-generation long-acting insulin analogues.
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Affiliation(s)
- Michele Schiavon
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Roberto Visentin
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Clemens Giegerich
- Translational Disease Modeling, R&D Digital and Data Sciences, Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, Germany
| | - Jochen Sieber
- Medical Affairs Diabetes Care EMEA, Becton, Dickinson and Company
| | - Chiara Dalla Man
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Claudio Cobelli
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Thomas Klabunde
- Translational Disease Modeling, R&D Digital and Data Sciences, Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, Germany
- Address correspondence to: Thomas Klabunde, PhD, Translational Disease Modeling, R&D Digital and Data Sciences, Sanofi-Aventis Deutschland GmbH, Industriepark Hochst, Frankfurt am Main D-65926, Germany
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Tamez-Pérez HE, Delgadillo-Esteban E, Tamez-Peña AL. Underutilization of insulin and better metabolic control. A NOVA clinic experience. ACTA ACUST UNITED AC 2020; 66:334-337. [PMID: 32520154 DOI: 10.1590/1806-9282.66.3.334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 07/28/2019] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To present the results of metabolic control in patients with type 2 Diabetes Mellitus from a private clinic in Northern Mexico. METHODS This cross-sectional study used retrospective data obtained from electronic records from a private outpatient clinic at the end of 2018. Inclusion criteria were a diagnosis of T2DM and age ≥ 18 years. Baseline characteristics (age, gender, drug use) were reported. The achievement of glycated hemoglobin goals was established as <7%. RESULTS A total of 3820 patients were evaluated. Their mean age was 59.86 years (+/-15.01). Of the population, 46.72% were men, and 53.28% were women. Glycated hemoglobin goals were adequate in 1872 (54%) patients. There were 3247 patients (85%) treated with oral medications, of which 1948 (60%) reported glycated hemoglobin less than 7%. Insulin use was reported in 573 (15%) patients, with 115 (20%) reporting glycated hemoglobin less than 7%. The most frequently used basal insulin was glargine in 401 (70%) patients. CONCLUSIONS Our findings are clearly higher than the control rate reported by our national health surveys of 25% with glycated hemoglobin < 7%, but similar to that reported in other countries. The most commonly used therapeutic scheme was the combination of oral hypoglycemic agents. The percentage of cases that include insulin in their treatment was lower. Clinical inertia to insulin initiation and intensification has been defined as an important cause of this problem.
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Affiliation(s)
- Héctor Eloy Tamez-Pérez
- . Research Subdirector, Faculty of Medicine and University Hospital "Dr. José Eleuterio González", Autonomous University of Nuevo León, Monterrey, México.,. Clinical Hospital NOVA, San Nicolás de los Garza, N.L., México
| | - Enrique Delgadillo-Esteban
- . Research Subdirector, Faculty of Medicine and University Hospital "Dr. José Eleuterio González", Autonomous University of Nuevo León, Monterrey, México
| | - Alejandra Lorena Tamez-Peña
- . Research Subdirector, Faculty of Medicine and University Hospital "Dr. José Eleuterio González", Autonomous University of Nuevo León, Monterrey, México
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Mate A, Blanca AJ, Salsoso R, Toledo F, Stiefel P, Sobrevia L, Vázquez CM. Insulin Therapy in Pregnancy Hypertensive Diseases and its Effect on the Offspring and Mother Later in Life. Curr Vasc Pharmacol 2020; 17:455-464. [PMID: 30426902 DOI: 10.2174/1570161117666181114125109] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 10/07/2018] [Accepted: 10/10/2018] [Indexed: 01/24/2023]
Abstract
Pregnancy hypertensive disorders such as Preeclampsia (PE) are strongly correlated with insulin resistance, a condition in which the metabolic handling of D-glucose is deficient. In addition, the impact of preeclampsia is enhanced by other insulin-resistant disorders, including polycystic ovary syndrome and obesity. For this reason, there is a clear association between maternal insulin resistance, polycystic ovary syndrome, obesity and the development of PE. However, whether PE is a consequence or the cause of these disorders is still unclear. Insulin therapy is usually recommended to pregnant women with diabetes mellitus when dietary and lifestyle measures have failed. The advantage of insulin therapy for Gestational Diabetes Mellitus (GDM) patients with hypertension is still controversial; surprisingly, there are no studies in which insulin therapy has been used in patients with hypertension in pregnancy without or with an established GDM. This review is focused on the use of insulin therapy in hypertensive disorders in the pregnancy and its effect on offspring and mother later in life. PubMed and relevant medical databases have been screened for literature covering research in the field especially in the last 5-10 years.
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Affiliation(s)
- Alfonso Mate
- Departamento de Fisiologia, Facultad de Farmacia, Universidad de Sevilla, E-41012 Sevilla, Spain.,Instituto de Biomedicina de Sevilla (IBIS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/ Universidad de Sevilla, E- 41013 Sevilla, Spain
| | - Antonio J Blanca
- Departamento de Fisiologia, Facultad de Farmacia, Universidad de Sevilla, E-41012 Sevilla, Spain
| | - Rocío Salsoso
- Departamento de Fisiologia, Facultad de Farmacia, Universidad de Sevilla, E-41012 Sevilla, Spain.,Unidad de Enfermedades Coronarias Agudas, Instituto del Corazón, Escuela de Medicina, Universidad de Sao Paulo, Sao Paulo 05403-000 Brazil
| | - Fernando Toledo
- Department of Basic Sciences, Faculty of Sciences, Universidad del Bío-Bío, Chillan 3780000, Chile.,Cellular and Molecular Physiology Laboratory (CMPL), Department of Obstetrics, Division of Obstetrics and Gynaecology, School of Medicine, Faculty of Medicine, Pontifical Catholic University of Chile, Santiago 8330024, Chile
| | - Pablo Stiefel
- Instituto de Biomedicina de Sevilla (IBIS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/ Universidad de Sevilla, E- 41013 Sevilla, Spain
| | - Luis Sobrevia
- Departamento de Fisiologia, Facultad de Farmacia, Universidad de Sevilla, E-41012 Sevilla, Spain.,Cellular and Molecular Physiology Laboratory (CMPL), Department of Obstetrics, Division of Obstetrics and Gynaecology, School of Medicine, Faculty of Medicine, Pontifical Catholic University of Chile, Santiago 8330024, Chile.,University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine and Biomedical Sciences, University of Queensland, Herston, QLD 4029, Queensland, Australia
| | - Carmen M Vázquez
- Departamento de Fisiologia, Facultad de Farmacia, Universidad de Sevilla, E-41012 Sevilla, Spain.,Instituto de Biomedicina de Sevilla (IBIS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/ Universidad de Sevilla, E- 41013 Sevilla, Spain
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Chawla R, Makkar BM, Aggarwal S, Bajaj S, Das AK, Ghosh S, Gupta A, Gupta S, Jaggi S, Jana J, Keswadev J, Kalra S, Keswani P, Kumar V, Maheshwari A, Moses A, Nawal CL, Panda J, Panikar V, Ramchandani GD, Rao PV, Saboo B, Sahay R, Setty KR, Viswanathan V, Aravind SR, Banarjee S, Bhansali A, Chandalia HB, Das S, Gupta OP, Joshi S, Kumar A, Kumar KM, Madhu SV, Mittal A, Mohan V, Munichhoodappa C, Ramachandran A, Sahay BK, Sai J, Seshiah V, Zargar AH. RSSDI consensus recommendations on insulin therapy in the management of diabetes. Int J Diabetes Dev Ctries 2019. [DOI: 10.1007/s13410-019-00783-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
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Visentin R, Schiavon M, Giegerich C, Klabunde T, Man CD, Cobelli C. Incorporating Long-Acting Insulin Glargine Into the UVA/Padova Type 1 Diabetes Simulator for In Silico Testing of MDI Therapies. IEEE Trans Biomed Eng 2019; 66:2889-2896. [DOI: 10.1109/tbme.2019.2897851] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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11
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Visentin R, Schiavon M, Giegerich C, Klabunde T, Man CD, Cobelli C. Long-acting Insulin in Diabetes Therapy: In Silico Clinical Trials with the UVA/Padova Type 1 Diabetes Simulator .. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2018:4905-4908. [PMID: 30441443 DOI: 10.1109/embc.2018.8513234] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The University of Virginia /Padova Type 1 Diabetes (TID) simulator has been widely used for testing artificial pancreas controllers, and, recently, novel insulin formulations and glucose sensors. However, a module describing the pharmacokinetics of the new long-acting insulin analogues is not available. The aim of this contribution is to reproduce multiple daily insulin injection (MDI) therapy, with insulin glargine 100 U/mL (Gla-100) as basal insulin, using the TID simulator. This was achieved by developing a model of Gla-100 and by incorporating it into the simulator. The methodology described here can be extended to other insulins, allowing an extensive in silico testing of different long-acting insulin analogues under various settings before starting human trials.
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12
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Silver B, Ramaiya K, Andrew SB, Fredrick O, Bajaj S, Kalra S, Charlotte BM, Claudine K, Makhoba A. EADSG Guidelines: Insulin Therapy in Diabetes. Diabetes Ther 2018; 9:449-492. [PMID: 29508275 PMCID: PMC6104264 DOI: 10.1007/s13300-018-0384-6] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Indexed: 01/25/2023] Open
Abstract
A diagnosis of diabetes or hyperglycemia should be confirmed prior to ordering, dispensing, or administering insulin (A). Insulin is the primary treatment in all patients with type 1 diabetes mellitus (T1DM) (A). Typically, patients with T1DM will require initiation with multiple daily injections at the time of diagnosis. This is usually short-acting insulin or rapid-acting insulin analogue given 0 to 15 min before meals together with one or more daily separate injections of intermediate or long-acting insulin. Two or three premixed insulin injections per day may be used (A). The target glycated hemoglobin A1c (HbA1c) for all children with T1DM, including preschool children, is recommended to be < 7.5% (< 58 mmol/mol). The target is chosen aiming at minimizing hyperglycemia, severe hypoglycemia, hypoglycemic unawareness, and reducing the likelihood of development of long-term complications (B). For patients prone to glycemic variability, glycemic control is best evaluated by a combination of results with self-monitoring of blood glucose (SMBG) (B). Indications for exogenous insulin therapy in patients with type 2 diabetes mellitus (T2DM) include acute illness or surgery, pregnancy, glucose toxicity, contraindications to or failure to achieve goals with oral antidiabetic medications, and a need for flexible therapy (B). In T2DM patients, with regards to achieving glycemic goals, insulin is considered alone or in combination with oral agents when HbA1c is ≥ 7.5% (≥ 58 mmol/mol); and is essential for treatment in those with HbA1c ≥ 10% (≥ 86 mmol/mol), when diet, physical activity, and other antihyperglycemic agents have been optimally used (B). The preferred method of insulin initiation in T2DM is to begin by adding a long-acting (basal) insulin or once-daily premixed/co-formulation insulin or twice-daily premixed insulin, alone or in combination with glucagon-like peptide-1 receptor agonist (GLP-1 RA) or in combination with other oral antidiabetic drugs (OADs) (B). If the desired glucose targets are not met, rapid-acting or short-acting (bolus or prandial) insulin can be added at mealtime to control the expected postprandial raise in glucose. An insulin regimen should be adopted and individualized but should, to the extent possible, closely resemble a natural physiologic state and avoid, to the extent possible, wide fluctuating glucose levels (C). Blood glucose monitoring is an integral part of effective insulin therapy and should not be omitted in the patient's care plan. Fasting plasma glucose (FPG) values should be used to titrate basal insulin, whereas both FPG and postprandial glucose (PPG) values should be used to titrate mealtime insulin (B). Metformin combined with insulin is associated with decreased weight gain, lower insulin dose, and less hypoglycemia when compared with insulin alone (C). Oral medications should not be abruptly discontinued when starting insulin therapy because of the risk of rebound hyperglycemia (D). Analogue insulin is as effective as human insulin but is associated with less postprandial hyperglycemia and delayed hypoglycemia (B). The shortest needles (currently the 4-mm pen and 6-mm syringe needles) are safe, effective, and less painful and should be the first-line choice in all patient categories; intramuscular (IM) injections should be avoided, especially with long-acting insulins, because severe hypoglycemia may result; lipohypertrophy is a frequent complication of therapy that distorts insulin absorption, and therefore, injections and infusions should not be given into these lesions and correct site rotation will help prevent them (A). Many patients in East Africa reuse syringes for various reasons, including financial. This is not recommended by the manufacturer and there is an association between needle reuse and lipohypertrophy. However, patients who reuse needles should not be subjected to alarming claims of excessive morbidity from this practice (A). Health care authorities and planners should be alerted to the risks associated with syringe or pen needles 6 mm or longer in children (A).
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Affiliation(s)
- Bahendeka Silver
- MKPGMS-Uganda Martyrs University | St. Francis Hospital, Nsambya, Kampala, Uganda.
| | - Kaushik Ramaiya
- Shree Hindu Mandal Hospital, Chusi Street, Dar es Salaam, Tanzania
| | - Swai Babu Andrew
- Muhimbili University College of Health Sciences, United Nations Road, Dar es Salaam, Tanzania
| | - Otieno Fredrick
- Department of Clinical Medicine and Therapeutics School of Medicine, College of Health Science, University of Nairobi, Nairobi, Kenya
| | - Sarita Bajaj
- Department of Medicine, MLN Medical College, George Town, Allahabad, India
| | - Sanjay Kalra
- Bharti Research Institute of Diabetes and Endocrinology, Sector 12, PO Box 132001, Karnal, Haryana, India
| | - Bavuma M Charlotte
- University of Rwanda, College of Medicine and Health Science, Kigali University Teaching Hospital, Kigali, Rwanda
| | - Karigire Claudine
- Department of Internal Medicine, Rwanda Military Hospital, Kigali, Rwanda
| | - Anthony Makhoba
- MKPGMS-Uganda Martyrs University | St. Francis Hospital, Nsambya, Kampala, Uganda
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