1
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Levy CJ, Bailey R, Laffel LM, Forlenza G, DiMeglio LA, Hughes MS, Brown SA, Aleppo G, Bhargava A, Shah VN, Clements MA, Kipnes M, Bruggeman B, Daniels M, Rodriguez H, Calhoun P, Lum JW, Sasson-Katchalski R, Pinsker JE, Pollom R, Beck RW. Multicenter Evaluation of Ultra-Rapid Lispro Insulin with Control-IQ Technology in Adults, Adolescents, and Children with Type 1 Diabetes. Diabetes Technol Ther 2024; 26:652-660. [PMID: 38696672 DOI: 10.1089/dia.2024.0048] [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] [Indexed: 05/04/2024]
Abstract
Objective: To evaluate the safety and explore the efficacy of use of ultra-rapid lispro (URLi, Lyumjev) insulin in the Tandem t:slim X2 insulin pump with Control-IQ 1.5 technology in children, teenagers, and adults living with type 1 diabetes (T1D). Methods: At 14 U.S. diabetes centers, youth and adults with T1D completed a 16-day lead-in period using lispro in a t:slim X2 insulin pump with Control-IQ 1.5 technology, followed by a 13-week period in which URLi insulin was used in the pump. Results: The trial included 179 individuals with T1D (age 6-75 years). With URLi, 1.7% (3 participants) had a severe hypoglycemia event over 13 weeks attributed to override boluses or a missed meal. No diabetic ketoacidosis events occurred. Two participants stopped URLi use because of infusion-site discomfort, and one stopped after developing a rash. Mean time 70-180 mg/dL increased from 65% ± 15% with lispro to 67% ± 13% with URLi (P = 0.004). Mean insulin treatment satisfaction questionnaire score improved from 75 ± 13 at screening to 80 ± 11 after 13 weeks of URLi use (mean difference = 6; 95% confidence interval 4-8; P < 0.001), with the greatest improvement reported for confidence avoiding symptoms of high blood sugar. Mean treatment-related impact measure-diabetes score improved from 74 ± 12 to 80 ± 12 (P < 0.001), and mean TRIM-Diabetes Device (score improved from 82 ± 11 to 86 ± 12 (P < 0.001). Conclusions: URLi use in the Tandem t:slim X2 insulin pump with Control-IQ 1.5 technology was safe for adult and pediatric participants with T1D, with quality-of-life benefits of URLi use perceived by the study participants. Clinicaltrials.gov registration: NCT05403502.
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Affiliation(s)
- Carol J Levy
- Division of Endocrinology, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Ryan Bailey
- Jaeb Center for Health Research, Tampa, Florida, USA
| | - Lori M Laffel
- Research Division, Joslin Diabetes Center and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Gregory Forlenza
- Barbara Davis Center for Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Linda A DiMeglio
- Department of Pediatrics, Division of Pediatric Endocrinology and Diabetology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Michael S Hughes
- Department of Medicine, Division of Endocrinology, Gerontology and Metabolism, Stanford University School of Medicine, Stanford, California, USA
| | - Sue A Brown
- Division of Endocrinology, Center for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA
| | - Grazia Aleppo
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Anuj Bhargava
- Iowa Diabetes and Endocrinology Research Center, West Des Moines, Iowa, USA
| | - Viral N Shah
- Barbara Davis Center for Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Mark A Clements
- Department of Pediatrics, Division of Endocrinology and Diabetes, Children's Mercy Kansas City, Kansas City, Missouri, USA
| | - Mark Kipnes
- Diabetes & Glandular Disease Clinic, San Antonio, Texas, USA
| | - Brittany Bruggeman
- Department of Pediatrics, Division of Endocrinology, University of Florida, Gainesville, Florida, USA
| | - Mark Daniels
- Division of Endocrinology and Diabetes, Children's Hospital of Orange County, Orange, California, USA
| | - Henry Rodriguez
- USF Diabetes and Endocrinology Center, University of South Florida, Tampa, Florida, USA
| | - Peter Calhoun
- Jaeb Center for Health Research, Tampa, Florida, USA
| | - John W Lum
- Jaeb Center for Health Research, Tampa, Florida, USA
| | | | | | - Robyn Pollom
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana, USA
| | - Roy W Beck
- Jaeb Center for Health Research, Tampa, Florida, USA
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2
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Serra M, Alceste D, Hauser F, Hulshof PJM, Meijer HAJ, Thalheimer A, Steinert RE, Gerber PA, Spector AC, Gero D, Bueter M. Assessing daily energy intake in adult women: validity of a food-recognition mobile application compared to doubly labelled water. Front Nutr 2023; 10:1255499. [PMID: 37810925 PMCID: PMC10556674 DOI: 10.3389/fnut.2023.1255499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 09/04/2023] [Indexed: 10/10/2023] Open
Abstract
Accurate dietary assessment is crucial for nutrition and health research. Traditional methods, such as food records, food frequency questionnaires, and 24-hour dietary recalls (24HR), have limitations, such as the need for trained interviewers, time-consuming procedures, and inaccuracies in estimations. Novel technologies, such as image-based dietary assessment apps, have been developed to overcome these limitations. SNAQ is a novel image-based food-recognition app which, based on computer vision, assesses food type and volume, and provides nutritional information about dietary intake. This cross-sectional observational study aimed to investigate the validity of SNAQ as a dietary assessment tool for measuring energy and macronutrient intake in adult women with normal body weight (n = 30), compared to doubly labeled water (DLW), a reference method for total daily energy expenditure (TDEE). Energy intake was also estimated using a one-day 24HR for direct comparison. Bland-Altman plots, paired difference tests, and Pearson's correlation coefficient were used to assess agreement and relationships between the methods. SNAQ showed a slightly higher agreement (bias = -329.6 kcal/day) with DLW for total daily energy intake (TDEI) compared to 24HR (bias = -543.0 kcal/day). While both SNAQ and 24HR tended to underestimate TDEI, only 24HR significantly differed from DLW in this regard (p < 0.001). There was no significant relationship between estimated TDEI and TDEE using SNAQ (R2 = 27%, p = 0.50) or 24HR (R2 = 34%, p = 0.20) and there were no significant differences in energy and macronutrient intake estimates between SNAQ and 24HR (Δ = 213.4 kcal/day). In conclusion, these results indicate that SNAQ provides a closer representation of energy intake in adult women with normal body weight than 24HR when compared to DLW, but no relationship was found between the energy estimates of DLW and of the two dietary assessment tools. Further research is needed to determine the clinical relevance and support the implementation of SNAQ in research and clinical settings. Clinical trial registration: This study is registered on ClinicalTrials.gov with the unique identifier NCT04600596 (https://clinicaltrials.gov/ct2/show/NCT04600596).
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Affiliation(s)
- Michele Serra
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
- Faculty of Medicine, University of Zurich (UZH), Zurich, Switzerland
| | - Daniela Alceste
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
- Faculty of Medicine, University of Zurich (UZH), Zurich, Switzerland
| | - Florian Hauser
- Faculty of Medicine, University of Zurich (UZH), Zurich, Switzerland
| | - Paul J. M. Hulshof
- Division of Human Nutrition, Wageningen University, Wageningen, Netherlands
| | - Harro A. J. Meijer
- Centre for Isotope Research (CIO), Energy and Sustainability Research Institute Groningen, University of Groningen, Groningen, Netherlands
| | - Andreas Thalheimer
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
| | - Robert E. Steinert
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
| | - Philipp A. Gerber
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich, Zurich, Switzerland
| | - Alan C. Spector
- Department of Psychology and Program in Neuroscience, Florida State University, Tallahassee, FL, United States
| | - Daniel Gero
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
| | - Marco Bueter
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
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3
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Li T, Liu H, Li S, Yu H, Li J, Tan H, Yu Y. The Effect of BMI on Pharmacokinetic and Pharmacodynamic Parameters of Insulin Degludec: Results from an Euglycemic Glucose Clamp Study. Clin Pharmacokinet 2023; 62:449-456. [PMID: 36738401 DOI: 10.1007/s40262-022-01207-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/29/2022] [Indexed: 02/05/2023]
Abstract
PURPOSE This study evaluated the effect of body mass index (BMI) on pharmacokinetic (PK) and pharmacodynamic (PD) parameters of insulin degludec in healthy Chinese males, depending on an euglycemic glucose clamp study. METHODS Sixty-five healthy male subjects were divided into four groups according to quartile of BMI value. Group A: BMI ≤ 20.7 kg/m2; group B: 20.7 < BMI ≤ 22.5 kg/m2; group C: 22.5 < BMI ≤ 23.6 kg/m2; group D: BMI > 23.6 kg/m2. Each volunteer received a single subcutaneous dose (0.4 U/kg) of insulin degludec and accepted a 24-h euglycemic glucose clamp study. The primary PK parameters were maximum observed drug concentration (Cmax) and the area under the curve (AUCINS) for the specified time intervals. The primary PD parameters were the time to the start of glucose infusion (Tonset), maximal glucose infusion rate (GIRmax) and area under the curve (AUCGIR) for the specified time intervals. The differences of these PK/PD parameters were compared among groups. RESULTS Cmax and the AUC of insulin (0-6 h, 6-12 h and 0-24 h) were more than onefold higher in group A than those in groups B, C, D, and the concentration-time curve of group A was significantly shifted to the left compared with the other three groups. The GIRmax, total AUCGIR, and AUCGIR for each time interval were significantly higher in group A than those in other three groups. The proportion of AUCGIR in group A was the lowest proportion among four groups seen in the late stage. Multiple linear regression analysis showed that BMI was negatively correlated with AUCGIR,0-24 h. CONCLUSIONS Insulin degludec in healthy Chinese male subjects with BMI ≤ 20.7 kg/m2 had a faster absorption, clearance, and a stronger glucose-lowering effect, but a steeper decrease of insulin action in the late stage after dosing.
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Affiliation(s)
- Ting Li
- Health Management Center, General Practice Center, West China Hospital, Sichuan University, Chengdu, China
| | - Hui Liu
- Department of General Practice, West China Hospital, Sichuan University, Chengdu, China
| | - Songlin Li
- Department of Neurology, Affiliated Sichuan Provincial Rehabilitation Hospital of Chengdu University of TCM, Sichuan Bayi Rehabilitation Center, Chengdu, China
| | - Hongling Yu
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Jiaqi Li
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Huiwen Tan
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Yerong Yu
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, Sichuan, China.
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4
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Bordat A, Boissenot T, Ibrahim N, Ferrere M, Levêque M, Potiron L, Denis S, Garcia-Argote S, Carvalho O, Abadie J, Cailleau C, Pieters G, Tsapis N, Nicolas J. A Polymer Prodrug Strategy to Switch from Intravenous to Subcutaneous Cancer Therapy for Irritant/Vesicant Drugs. J Am Chem Soc 2022; 144:18844-18860. [PMID: 36193551 PMCID: PMC9585574 DOI: 10.1021/jacs.2c04944] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
![]()
Chemotherapy is almost exclusively administered via the
intravenous
(IV) route, which has serious limitations (e.g., patient discomfort,
long hospital stays, need for trained staff, high cost, catheter failures,
infections). Therefore, the development of effective and less costly
chemotherapy that is more comfortable for the patient would revolutionize
cancer therapy. While subcutaneous (SC) administration has the potential
to meet these criteria, it is extremely restrictive as it cannot be
applied to most anticancer drugs, such as irritant or vesicant ones,
for local toxicity reasons. Herein, we report a facile, general, and
scalable approach for the SC administration of anticancer drugs through
the design of well-defined hydrophilic polymer prodrugs. This was
applied to the anticancer drug paclitaxel (Ptx) as a worst-case scenario
due to its high hydrophobicity and vesicant properties (two factors
promoting necrosis at the injection site). After a preliminary screening
of well-established polymers used in nanomedicine, polyacrylamide
(PAAm) was chosen as a hydrophilic polymer owing to its greater physicochemical,
pharmacokinetic, and tumor accumulation properties. A small library
of Ptx-based polymer prodrugs was designed by adjusting the nature
of the linker (ester, diglycolate, and carbonate) and then evaluated
in terms of rheological/viscosity properties in aqueous solutions,
drug release kinetics in PBS and in murine plasma, cytotoxicity on
two different cancer cell lines, acute local and systemic toxicity,
pharmacokinetics and biodistribution, and finally their anticancer
efficacy. We demonstrated that Ptx-PAAm polymer prodrugs could be
safely injected subcutaneously without inducing local toxicity while
outperforming Taxol, the commercial formulation of Ptx, thus opening
the door to the safe transposition from IV to SC chemotherapy.
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Affiliation(s)
- Alexandre Bordat
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Tanguy Boissenot
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Nada Ibrahim
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Marianne Ferrere
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Manon Levêque
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Léa Potiron
- Imescia, Université Paris-Saclay, 91400 Saclay, France
| | - Stéphanie Denis
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Sébastien Garcia-Argote
- Département Médicaments et Technologies pour la Santé (DMTS), SCBM, Université Paris-Saclay, CEA, INRAE, Gif-sur-Yvette F-91191, France
| | - Olivia Carvalho
- Département Médicaments et Technologies pour la Santé (DMTS), SCBM, Université Paris-Saclay, CEA, INRAE, Gif-sur-Yvette F-91191, France
| | - Jérôme Abadie
- Laboniris, Départment de Biology, Pathologie et Sciences de l'Aliment, Oniris, F-44307 Nantes, France
| | - Catherine Cailleau
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Grégory Pieters
- Département Médicaments et Technologies pour la Santé (DMTS), SCBM, Université Paris-Saclay, CEA, INRAE, Gif-sur-Yvette F-91191, France
| | - Nicolas Tsapis
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
| | - Julien Nicolas
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, 91400 Orsay, France
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5
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An overview of recent advances in insulin delivery and wearable technology for effective management of diabetes. J Drug Deliv Sci Technol 2022. [DOI: 10.1016/j.jddst.2022.103728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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6
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Jarosinski MA, Chen YS, Varas N, Dhayalan B, Chatterjee D, Weiss MA. New Horizons: Next-Generation Insulin Analogues: Structural Principles and Clinical Goals. J Clin Endocrinol Metab 2022; 107:909-928. [PMID: 34850005 PMCID: PMC8947325 DOI: 10.1210/clinem/dgab849] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Indexed: 11/19/2022]
Abstract
Design of "first-generation" insulin analogues over the past 3 decades has provided pharmaceutical formulations with tailored pharmacokinetic (PK) and pharmacodynamic (PD) properties. Application of a molecular tool kit-integrating protein sequence, chemical modification, and formulation-has thus led to improved prandial and basal formulations for the treatment of diabetes mellitus. Although PK/PD changes were modest in relation to prior formulations of human and animal insulins, significant clinical advantages in efficacy (mean glycemia) and safety (rates of hypoglycemia) were obtained. Continuing innovation is providing further improvements to achieve ultrarapid and ultrabasal analogue formulations in an effort to reduce glycemic variability and optimize time in range. Beyond such PK/PD metrics, next-generation insulin analogues seek to exploit therapeutic mechanisms: glucose-responsive ("smart") analogues, pathway-specific ("biased") analogues, and organ-targeted analogues. Smart insulin analogues and delivery systems promise to mitigate hypoglycemic risk, a critical barrier to glycemic control, whereas biased and organ-targeted insulin analogues may better recapitulate physiologic hormonal regulation. In each therapeutic class considerations of cost and stability will affect use and global distribution. This review highlights structural principles underlying next-generation design efforts, their respective biological rationale, and potential clinical applications.
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Affiliation(s)
- Mark A Jarosinski
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Yen-Shan Chen
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Nicolás Varas
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Balamurugan Dhayalan
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Deepak Chatterjee
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Michael A Weiss
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Department of Chemistry, Indiana University, Bloomington, Indiana, USA
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA
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7
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Falcetta P, Aragona M, Bertolotto A, Bianchi C, Campi F, Garofolo M, Del Prato S. Insulin discovery: A pivotal point in medical history. Metabolism 2022; 127:154941. [PMID: 34838778 DOI: 10.1016/j.metabol.2021.154941] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 11/10/2021] [Accepted: 11/20/2021] [Indexed: 01/12/2023]
Abstract
The discovery of insulin in 1921 - due to the efforts of the Canadian research team based in Toronto - has been a landmark achievement in the history of medicine. Lives of people with diabetes were changed forever, considering that in the pre-insulin era this was a deadly condition. Insulin, right after its discovery, became the first hormone to be purified for human use, the first to be unraveled in its amino acid sequence and to be synthetized by DNA-recombinant technique, the first to be modified in its amino acid sequence to modify its duration of action. As such the discovery of insulin represents a pivotal point in medical history. Since the early days of its production, insulin has been improved in its pharmacokinetic and pharmacodynamic properties in the attempt to faithfully reproduce diurnal physiologic plasma insulin fluctuations. The evolution of insulin molecule has been paralleled by evolution in the way the hormone is administered. Once-weekly insulins will be available soon, and glucose-responsive "smart" insulins start showing their potential in early clinical studies. The first century of insulin as therapy was marked by relentless search for better formulations, a search that has not stopped yet. New technologies may have, indeed, the potential to provide further improvement of safety and efficacy of insulin therapy and, therefore, contribute to improvement of the quality of life of people with diabetes.
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Affiliation(s)
- Pierpaolo Falcetta
- Department of Clinical and Experimental Medicine, Section of Metabolic Diseases and Diabetes, University of Pisa, Via Trivella, 56124 Pisa, Italy.
| | - Michele Aragona
- Section of Metabolic Diseases and Diabetes, Azienda Ospedaliero-Universitaria Pisana, Via Trivella, 56124 Pisa, Italy.
| | - Alessandra Bertolotto
- Section of Metabolic Diseases and Diabetes, Azienda Ospedaliero-Universitaria Pisana, Via Trivella, 56124 Pisa, Italy.
| | - Cristina Bianchi
- Section of Metabolic Diseases and Diabetes, Azienda Ospedaliero-Universitaria Pisana, Via Trivella, 56124 Pisa, Italy.
| | - Fabrizio Campi
- Section of Metabolic Diseases and Diabetes, Azienda Ospedaliero-Universitaria Pisana, Via Trivella, 56124 Pisa, Italy.
| | - Monia Garofolo
- Department of Clinical and Experimental Medicine, Section of Metabolic Diseases and Diabetes, University of Pisa, Via Trivella, 56124 Pisa, Italy.
| | - Stefano Del Prato
- Department of Clinical and Experimental Medicine, Section of Metabolic Diseases and Diabetes, University of Pisa, Via Trivella, 56124 Pisa, Italy.
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8
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Aleppo G, Bode B, Carlson AL. Can Faster Aspart Be Used to Optimize Glycemic Control With Insulin Pump Therapy? From Expectations to Lessons Learned After a Year of Use in the United States. Clin Diabetes 2022; 40:413-424. [PMID: 36381308 PMCID: PMC9606564 DOI: 10.2337/cd21-0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Fast-acting insulin aspart (faster aspart) is an ultra-rapid-acting formulation of insulin aspart developed to more closely match the prandial endogenous insulin profile, and its accelerated absorption kinetics are expected to provide clinical benefits for patients using insulin pump therapy. A head-to-head trial versus the original insulin aspart formulation in pump therapy did not demonstrate superiority of faster aspart in terms of A1C reduction, but pump settings were not optimized for the pharmacokinetic/pharmacodynamic profile of faster aspart. Nevertheless, meal test and continuous glucose monitoring data suggest that faster aspart is beneficial for postprandial glucose control, and a case study is presented illustrating excellent results using this insulin in pump therapy. Frequent blood glucose monitoring and appropriate patient education are vital for success.
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Affiliation(s)
- Grazia Aleppo
- Division of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
- Corresponding author: Grazia Aleppo,
| | - Bruce Bode
- Atlanta Diabetes Associates, Atlanta, GA
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9
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Bolli GB, Porcellati F, Lucidi P, Fanelli CG, Owens DR. One-hundred year evolution of prandial insulin preparations: From animal pancreas extracts to rapid-acting analogs. Metabolism 2022; 126:154935. [PMID: 34762931 DOI: 10.1016/j.metabol.2021.154935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 10/26/2021] [Accepted: 11/04/2021] [Indexed: 11/23/2022]
Abstract
The first insulin preparation injected in humans in 1922 was short-acting, extracted from animal pancreas, contaminated by impurities. Ever since the insulin extracted from animal pancreas has been continuously purified, until an unlimited synthesis of regular human insulin (RHI) became possible in the '80s using the recombinant-DNA (rDNA) technique. The rDNA technique then led to the designer insulins (analogs) in the early '90s. Rapid-acting insulin analogs were developed to accelerate the slow subcutaneous (sc) absorption of RHI, thus lowering the 2-h post-prandial plasma glucose (PP-PG) and risk for late hypoglycemia as comparing with RHI. The first rapid-acting analog was lispro (in 1996), soon followed by aspart and glulisine. Rapid-acting analogs are more convenient than RHI: they improve early PP-PG, and 24-h PG and A1C as long as basal insulin is also optimized; they lower the risk of late PP hypoglycemia and they allow a shorter time-interval between injection and meal. Today rapid-acting analogs are the gold standard prandial insulins. Recently, even faster analogs have become available (faster aspart, ultra-rapid lispro) or are being studied (Biochaperone lispro), making additional gains in lowering PP-PG. Rapid-acting analogs are recommended in all those with type 1 and type 2 diabetes who need prandial insulin replacement.
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Affiliation(s)
- Geremia B Bolli
- Section of Endocrinology and Metabolism, Department of Medicine and Surgery, Perugia University School of Medicine, Perugia, Italy.
| | - Francesca Porcellati
- Section of Endocrinology and Metabolism, Department of Medicine and Surgery, Perugia University School of Medicine, Perugia, Italy
| | - Paola Lucidi
- Section of Endocrinology and Metabolism, Department of Medicine and Surgery, Perugia University School of Medicine, Perugia, Italy
| | - Carmine G Fanelli
- Section of Endocrinology and Metabolism, Department of Medicine and Surgery, Perugia University School of Medicine, Perugia, Italy
| | - David R Owens
- Diabetes Research Unit Cymru, University of Swansea Medical School, Singleton Park, Swansea SA2 8PP, Wales, United Kingdom
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10
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Abstract
Insulin therapy has a long history at the cutting edge of technological development through purification, extended-action, molecular chemistry, and devices, and in support technologies including self-measurement and patient education. But unmet needs remain large. Today's therapy cannot deliver minute-to-minute control of glucose levels, and cannot imitate the reflex/incretin driven physiological insulin delivery at mealtimes. Further it depends on a raft of devices for administration several times a day, devices liked for their functionality, but disliked as an intrusive reminder of the condition, several times a day. Approaches to overcoming these barriers include closed-loop systems and further modification of insulin formulations, but are limited by fundamental underlying difficulties. While clinical studies of oral insulin are in progress, the barriers to success look daunting. Development of small-molecule approaches (insulin-mimetic tablets) appears to have stalled, while concepts for glucose-responsive insulin as yet fail to deliver the necessary insulin-to-glucose gradient. Gene therapy, feasible in animals in preliminary studies, is not capable of providing feedback control. Transplantation of cultured islets and islet B-cells from stem cells thus looks to the be the best long-term prospect for insulin delivery in terms of overcoming the above barriers, but is a true biotechnological tour-de-force which will take time to mature.
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Affiliation(s)
- Philip Home
- Translational and Clinical Research Institute, Newcastle University, UK.
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11
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Home PD, Mehta R. Insulin therapy development beyond 100 years. Lancet Diabetes Endocrinol 2021; 9:695-707. [PMID: 34480874 DOI: 10.1016/s2213-8587(21)00182-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 06/28/2021] [Accepted: 06/28/2021] [Indexed: 12/21/2022]
Abstract
The first insulin preparation capable of consistently lowering blood glucose was developed in 1921. But 100 years later, blood glucose control with insulin in people with diabetes is nearly universally suboptimal, with essentially the same molecule still delivered by the same inappropriate subcutaneous injection route. Bypassing this route with oral administration appears to have become technologically feasible, accelerating over the past 50 years, either with packaged insulin peptides or by chemical insulin mimetics. Some of the problems of prospective unregulated absorption of insulin into the circulation from subcutaneous depots might be overcome with glucose-responsive insulins. Approaches to these problems could be modification of the peptide by adducts, or the use of nanoparticles or insulin patches, which deliver insulin according to glucose concentration. Some attention has been paid to targeting insulin preferentially to different organs, either by molecular engineering of insulin, or with adducts. But all these approaches still have problems in even beginning to match the responsiveness of physiological insulin delivery to metabolic requirements, both prandially and basally. As would be expected, for all these technically complex approaches, many examples of abandoned development can be found. Meanwhile, it is becoming possible to change the duration of action of subcutaneous injected insulin analogues to act even more rapidly for meals, and towards weekly insulin for basal administration. The state of the art of all these approaches, and the barriers to success, are reviewed here.
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Affiliation(s)
- Philip D Home
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.
| | - Roopa Mehta
- Metabolic Diseases Research Unit, National Institute of Medical Sciences and Nutrition Salvador Zubiran, Mexico City, Mexico
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12
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Jarosinski MA, Dhayalan B, Chen YS, Chatterjee D, Varas N, Weiss MA. Structural principles of insulin formulation and analog design: A century of innovation. Mol Metab 2021; 52:101325. [PMID: 34428558 PMCID: PMC8513154 DOI: 10.1016/j.molmet.2021.101325] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 08/12/2021] [Accepted: 08/17/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The discovery of insulin in 1921 and its near-immediate clinical use initiated a century of innovation. Advances extended across a broad front, from the stabilization of animal insulin formulations to the frontiers of synthetic peptide chemistry, and in turn, from the advent of recombinant DNA manufacturing to structure-based protein analog design. In each case, a creative interplay was observed between pharmaceutical applications and then-emerging principles of protein science; indeed, translational objectives contributed to a growing molecular understanding of protein structure, aggregation and misfolding. SCOPE OF REVIEW Pioneering crystallographic analyses-beginning with Hodgkin's solving of the 2-Zn insulin hexamer-elucidated general features of protein self-assembly, including zinc coordination and the allosteric transmission of conformational change. Crystallization of insulin was exploited both as a step in manufacturing and as a means of obtaining protracted action. Forty years ago, the confluence of recombinant human insulin with techniques for site-directed mutagenesis initiated the present era of insulin analogs. Variant or modified insulins were developed that exhibit improved prandial or basal pharmacokinetic (PK) properties. Encouraged by clinical trials demonstrating the long-term importance of glycemic control, regimens based on such analogs sought to resemble daily patterns of endogenous β-cell secretion more closely, ideally with reduced risk of hypoglycemia. MAJOR CONCLUSIONS Next-generation insulin analog design seeks to explore new frontiers, including glucose-responsive insulins, organ-selective analogs and biased agonists tailored to address yet-unmet clinical needs. In the coming decade, we envision ever more powerful scientific synergies at the interface of structural biology, molecular physiology and therapeutics.
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Affiliation(s)
- Mark A Jarosinski
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA
| | - Balamurugan Dhayalan
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA
| | - Yen-Shan Chen
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA
| | - Deepak Chatterjee
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA
| | - Nicolás Varas
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA
| | - Michael A Weiss
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA; Department of Chemistry, Indiana University, Bloomington, 47405, IN, USA; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, 47907, IN, USA.
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13
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Lee SH, Yoon KH. A Century of Progress in Diabetes Care with Insulin: A History of Innovations and Foundation for the Future. Diabetes Metab J 2021; 45:629-640. [PMID: 34610718 PMCID: PMC8497924 DOI: 10.4093/dmj.2021.0163] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 08/08/2021] [Indexed: 12/15/2022] Open
Abstract
The year 2021 marks the 100th anniversary of the discovery of insulin, which has greatly changed the lives of people with diabetes and become a cornerstone of advances in medical science. A rapid bench-to-bedside application of the lifesaving pancreatic extract and its immediate commercialization was the result of a promising idea, positive drive, perseverance, and collaboration of Banting and colleagues. As one of the very few proteins isolated in a pure form at that time, insulin also played a key role in the development of important methodologies and in the beginning of various fields of modern science. Since its discovery, insulin has evolved continuously to optimize the care of people with diabetes. Since the 1980s, recombinant DNA technology has been employed to engineer insulin analogs by modifying their amino acid sequence, which has resulted in the production of insulins with various profiles that are currently used. However, unmet needs in insulin treatment still exist, and several forms of future insulins are under development. In this review, we discuss the past, present, and future of insulin, including a history of ceaseless innovations and collective intelligence. We believe that this story will be a solid foundation and an unerring guide for the future.
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Affiliation(s)
- Seung-Hwan Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Medical Informatics, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kun-Ho Yoon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Medical Informatics, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Corresponding author: Kun-Ho Yoon, https://orcid.org/0000-0002-9109-2208, Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, 222 Banpodaero, Seocho-gu, Seoul 06591, Korea E-mail:
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14
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Liu H, Wang F, Ji Y, Ma T, Li H, Linnebjerg H, Chua L, Tham LS, Yu Y. A Euglycemic Glucose Clamp Study to Evaluate the Bioavailability of LY2963016 Relative to Insulin Glargine in Healthy Chinese Subjects. Clin Pharmacol Drug Dev 2021; 10:1452-1459. [PMID: 34410042 DOI: 10.1002/cpdd.1014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 07/26/2021] [Indexed: 02/05/2023]
Abstract
Insulin glargine (IGlar) and LY2963016 (LY IGlar) are long-acting insulin analogs with identical primary amino acid sequences. We conducted a randomized, open-label, 2-treatment, 2-period, crossover study in healthy Chinese subjects to evaluate the relative bioavailability of LY IGlar to IGlar and pharmacokinetic (PK) and pharmacodynamic (PD) characteristics of LY IGlar. Subjects (n = 58) were randomized to receive single subcutaneous doses (0.5 U/kg) of LY IGlar and IGlar with a ≥7-day washout period between study treatments. Serum was collected before and up to 24 hours after dosing to assess PK characteristics. PD characteristics were assessed by euglycemic clamp up to 24 hours after dosing. Linear mixed-effects models were used to fit the log-transformed primary PK (maximum observed concentration and area under the concentration-time curve from time 0 to 24 hours) and PD parameters (maximum glucose infusion rate and total amount of glucose infused during clamp period). The geometric least squares means ratios (90% confidence interval) of LY IGlar to IGlar for maximum observed concentration and area under the concentration-time curve from time 0 to 24 hours were 0.961 (0.887-1.04) and 0.941 (0.872-1.01), respectively. The geometric least squares means ratios (90% confidence interval) of LY IGlar to IGlar were 0.91 (0.85-0.98) for maximum glucose infusion rate and 0.89 (0.82-0.97) for total amount of glucose infused during clamp period. LY IGlar demonstrated similarity to IGlar in PK and PD characteristics following single-dose (0.5 U/kg) administration in healthy Chinese subjects.
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Affiliation(s)
- Hui Liu
- Department of General Practice, West China Hospital of Sichuan University, Chengdu, China
| | - Feng Wang
- Lilly Suzhou Pharmaceutical Co. Ltd., Shanghai, China
| | - Yongjia Ji
- Lilly Suzhou Pharmaceutical Co. Ltd., Shanghai, China
| | - Tianyang Ma
- Lilly Suzhou Pharmaceutical Co. Ltd., Shanghai, China
| | - Hongying Li
- Lilly Suzhou Pharmaceutical Co. Ltd., Shanghai, China
| | | | - Laiyi Chua
- Lilly Centre for Clinical Pharmacology, Singapore, Singapore
| | - Lai San Tham
- Lilly Centre for Clinical Pharmacology, Singapore, Singapore
| | - Yerong Yu
- Department of Endocrinology, West China Hospital of Sichuan University, Chengdu, China
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15
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Infante M, Baidal DA, Rickels MR, Fabbri A, Skyler JS, Alejandro R, Ricordi C. Dual-hormone artificial pancreas for management of type 1 diabetes: Recent progress and future directions. Artif Organs 2021; 45:968-986. [PMID: 34263961 DOI: 10.1111/aor.14023] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 06/09/2021] [Accepted: 06/14/2021] [Indexed: 02/06/2023]
Abstract
Over the last few years, technological advances have led to tremendous improvement in the management of type 1 diabetes (T1D). Artificial pancreas systems have been shown to improve glucose control compared with conventional insulin pump therapy. However, clinically significant hypoglycemic and hyperglycemic episodes still occur with the artificial pancreas. Postprandial glucose excursions and exercise-induced hypoglycemia represent major hurdles in improving glucose control and glucose variability in many patients with T1D. In this regard, dual-hormone artificial pancreas systems delivering other hormones in addition to insulin (glucagon or amylin) may better reproduce the physiology of the endocrine pancreas and have been suggested as an alternative tool to overcome these limitations in clinical practice. In addition, novel ultra-rapid-acting insulin analogs with a more physiological time-action profile are currently under investigation for use in artificial pancreas devices, aiming to address the unmet need for further improvements in postprandial glucose control. This review article aims to discuss the current progress and future outlook in the development of novel ultra-rapid insulin analogs and dual-hormone closed-loop systems, which offer the next steps to fully closing the loop in the artificial pancreas.
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Affiliation(s)
- Marco Infante
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA.,Division of Endocrinology, Metabolism and Diabetes, Department of Systems Medicine, CTO A. Alesini Hospital, Diabetes Research Institute Federation, University of Rome Tor Vergata, Rome, Italy.,UniCamillus, Saint Camillus International University of Health Sciences, Rome, Italy
| | - David A Baidal
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA.,Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Michael R Rickels
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Andrea Fabbri
- Division of Endocrinology, Metabolism and Diabetes, Department of Systems Medicine, CTO A. Alesini Hospital, Diabetes Research Institute Federation, University of Rome Tor Vergata, Rome, Italy
| | - Jay S Skyler
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Rodolfo Alejandro
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA.,Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Camillo Ricordi
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
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16
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Mann JL, Maikawa CL, Smith AAA, Grosskopf AK, Baker SW, Roth GA, Meis CM, Gale EC, Liong CS, Correa S, Chan D, Stapleton LM, Yu AC, Muir B, Howard S, Postma A, Appel EA. An ultrafast insulin formulation enabled by high-throughput screening of engineered polymeric excipients. Sci Transl Med 2021; 12:12/550/eaba6676. [PMID: 32611683 DOI: 10.1126/scitranslmed.aba6676] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 05/20/2020] [Indexed: 12/13/2022]
Abstract
Insulin has been used to treat diabetes for almost 100 years; yet, current rapid-acting insulin formulations do not have sufficiently fast pharmacokinetics to maintain tight glycemic control at mealtimes. Dissociation of the insulin hexamer, the primary association state of insulin in rapid-acting formulations, is the rate-limiting step that leads to delayed onset and extended duration of action. A formulation of insulin monomers would more closely mimic endogenous postprandial insulin secretion, but monomeric insulin is unstable in solution using present formulation strategies and rapidly aggregates into amyloid fibrils. Here, we implement high-throughput-controlled radical polymerization techniques to generate a large library of acrylamide carrier/dopant copolymer (AC/DC) excipients designed to reduce insulin aggregation. Our top-performing AC/DC excipient candidate enabled the development of an ultrafast-absorbing insulin lispro (UFAL) formulation, which remains stable under stressed aging conditions for 25 ± 1 hours compared to 5 ± 2 hours for commercial fast-acting insulin lispro formulations (Humalog). In a porcine model of insulin-deficient diabetes, UFAL exhibited peak action at 9 ± 4 min, whereas commercial Humalog exhibited peak action at 25 ± 10 min. These ultrafast kinetics make UFAL a promising candidate for improving glucose control and reducing burden for patients with diabetes.
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Affiliation(s)
- Joseph L Mann
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94025, USA
| | - Caitlin L Maikawa
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Anton A A Smith
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94025, USA.,Department of Science and Technology, Aarhus University, 8000 Aarhus, Denmark
| | - Abigail K Grosskopf
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
| | - Sam W Baker
- Department of Comparative Medicine, Stanford University, Palo Alto, CA 94305, USA
| | - Gillie A Roth
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Catherine M Meis
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94025, USA
| | - Emily C Gale
- Department of Biochemistry, Stanford University, Palo Alto, CA 94305, USA
| | - Celine S Liong
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Santiago Correa
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94025, USA
| | - Doreen Chan
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
| | | | - Anthony C Yu
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94025, USA
| | - Ben Muir
- CSIRO Manufacturing, Clayton, VIC 3168, Australia
| | - Shaun Howard
- CSIRO Manufacturing, Clayton, VIC 3168, Australia
| | - Almar Postma
- CSIRO Manufacturing, Clayton, VIC 3168, Australia
| | - Eric A Appel
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94025, USA. .,Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.,ChEM-H Institute, Stanford University, Stanford, CA 94305, USA.,Department of Pediatrics (Endocrinology), Stanford University, Stanford, CA 94305, USA
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17
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Svehlikova E, Mursic I, Augustin T, Magnes C, Gerring D, Jezek J, Schwarzenbacher D, Ratzer M, Wolf M, Howell S, Zakrzewski L, Urschitz M, Tschapeller B, Gatschelhofer C, Feichtner F, Lawrence F, Pieber TR. Pharmacokinetics and Pharmacodynamics of Three Different Formulations of Insulin Aspart: A Randomized, Double-Blind, Crossover Study in Men With Type 1 Diabetes. Diabetes Care 2021; 44:448-455. [PMID: 33328285 PMCID: PMC7818330 DOI: 10.2337/dc20-1017] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 11/12/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To investigate the pharmacokinetic and pharmacodynamic properties and safety of a novel formulation of insulin aspart (AT247) versus two currently marketed insulin aspart formulations (NovoRapid [IAsp] and Fiasp [faster IAsp]). RESEARCH DESIGN AND METHODS This single-center, randomized, double-blind, three-period, crossover study was conducted in 19 men with type 1 diabetes, receiving single dosing of trial products (0.3 units/kg) in a random order on three visits. Pharmacokinetics and pharmacodynamics were assessed during a euglycemic clamp lasting up to 8 h. RESULTS Onset of insulin appearance was earlier for AT247 compared with IAsp (-12 min [95% CI -14; -8], P = 0.0004) and faster IAsp (-2 min [-5; -2], P = 0.0003). Onset of action was accelerated compared with IAsp (-23 min [-37; -15], P = 0.0004) and faster IAsp (-9 min [-11; -3], P = 0.0006). Within the first 60 min, a higher exposure was observed for AT247 compared with IAsp by the area under the curve (AUC) glucose infusion rate (GIR) from 0 to 60 min (AUCAsp0-60min: treatment ratio vs. IAsp 2.3 [1.9; 2.9] vs. faster IAsp 1.5 [1.3; 1.8]), which was underpinned by a greater early glucose-lowering effect (AUCGIR,0-60min: treatment ratio vs. IAsp 2.8 [2.0; 5.5] vs. faster IAsp 1.7 [1.3; 2.3]). Furthermore, an earlier offset of exposure was observed for AT247 compared with IAsp (-32 min [-58; -15], P = 0.0015) and faster IAsp (-27 min [-85; -15], P = 0.0017), while duration of the glucose-lowering effect, measured by time to late half-maximum effect, did not differ significantly. CONCLUSIONS AT247 exhibited an earlier insulin appearance, exposure, and offset, with corresponding enhanced early glucose-lowering effect compared with IAsp and faster IAsp. It therefore represents a promising candidate in the pursuit for second-generation prandial insulin analogs to improve postprandial glycemic control.
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Affiliation(s)
- Eva Svehlikova
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Ines Mursic
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Thomas Augustin
- Joanneum Research Forschungsgesellschaft mbH, HEALTH - Institute for Biomedicine and Health Sciences, Graz, Austria
| | - Christoph Magnes
- Joanneum Research Forschungsgesellschaft mbH, HEALTH - Institute for Biomedicine and Health Sciences, Graz, Austria
| | | | - Jan Jezek
- Arecor Limited, Little Chesterford, U.K
| | - Daniela Schwarzenbacher
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Maria Ratzer
- Joanneum Research Forschungsgesellschaft mbH, HEALTH - Institute for Biomedicine and Health Sciences, Graz, Austria
| | - Michael Wolf
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | | | | | - Martina Urschitz
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Bernd Tschapeller
- Joanneum Research Forschungsgesellschaft mbH, HEALTH - Institute for Biomedicine and Health Sciences, Graz, Austria
| | - Christina Gatschelhofer
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Franz Feichtner
- Joanneum Research Forschungsgesellschaft mbH, HEALTH - Institute for Biomedicine and Health Sciences, Graz, Austria
| | | | - Thomas R Pieber
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria .,Joanneum Research Forschungsgesellschaft mbH, HEALTH - Institute for Biomedicine and Health Sciences, Graz, Austria
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18
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Vliebergh J, Lefever E, Mathieu C. Advances in newer basal and bolus insulins: impact on type 1 diabetes. Curr Opin Endocrinol Diabetes Obes 2021; 28:1-7. [PMID: 33315628 DOI: 10.1097/med.0000000000000599] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW Insulin administration is vitally important to maintain a good glycaemic control in people with type 1 diabetes mellitus (T1DM). The purpose of this review is to give a clinically relevant overview of the newer basal and bolus insulin analogues and to highlight their practicalities of use and advantages in specific categories of patients with T1DM. RECENT FINDINGS Second-generation rapid-acting insulin analogues (i.e. faster insulin aspart and ultrarapid-acting lispro) have shown to be safe, efficient and superior in controlling postprandial plasma glucose levels without an increase in hypoglycaemia. The newest basal insulin analogues, insulin glargine U300 and degludec, have proven to be efficient in reducing hypoglycaemic events due to a more stable action profile. SUMMARY The second-generation rapid-acting and basal insulin analogues approach better the desired physiological insulin pattern of the beta cell. Due to a faster absorption, it is possible to inject the prandial insulin analogues more closely or even after meals without compromising postprandial glucose control. Due to more stable release patterns, basal insulins now have more reliable and longer profiles, covering basal insulin demands in a superior way, leading to a better glycaemic control with less hypoglycaemia (especially nocturnal events) and an improved quality of life.
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Affiliation(s)
- Joke Vliebergh
- Department of Endocrinology, University Hospitals Leuven, Leuven, Belgium
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19
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Maikawa CL, d'Aquino AI, Lal RA, Buckingham BA, Appel EA. Engineering biopharmaceutical formulations to improve diabetes management. Sci Transl Med 2021; 13:eabd6726. [PMID: 33504649 PMCID: PMC8004356 DOI: 10.1126/scitranslmed.abd6726] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 12/22/2020] [Indexed: 12/12/2022]
Abstract
Insulin was first isolated almost a century ago, yet commercial formulations of insulin and its analogs for hormone replacement therapy still fall short of appropriately mimicking endogenous glycemic control. Moreover, the controlled delivery of complementary hormones (such as amylin or glucagon) is complicated by instability of the pharmacologic agents and complexity of maintaining multiple infusions. In this review, we highlight the advantages and limitations of recent advances in drug formulation that improve protein stability and pharmacokinetics, prolong drug delivery, or enable alternative dosage forms for the management of diabetes. With controlled delivery, these formulations could improve closed-loop glycemic control.
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Affiliation(s)
- Caitlin L Maikawa
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Andrea I d'Aquino
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94305, USA
| | - Rayhan A Lal
- Department of Medicine (Endocrinology), Stanford University, Stanford, CA 94305, USA
- Department of Pediatrics (Endocrinology), Stanford University, Stanford, CA 94305, USA
- Diabetes Research Center, Stanford University, Stanford, CA 94305, USA
| | - Bruce A Buckingham
- Department of Pediatrics (Endocrinology), Stanford University, Stanford, CA 94305, USA
- Diabetes Research Center, Stanford University, Stanford, CA 94305, USA
| | - Eric A Appel
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.
- Department of Materials Science and Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Pediatrics (Endocrinology), Stanford University, Stanford, CA 94305, USA
- Diabetes Research Center, Stanford University, Stanford, CA 94305, USA
- ChEM-H Institute, Stanford University, Stanford, CA 94305, USA
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20
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Hsu L, Buckingham B, Basina M, Ekhlaspour L, von Eyben R, Wang J, Lal RA. Fast-Acting Insulin Aspart Use with the MiniMed TM 670G System. Diabetes Technol Ther 2021; 23:1-7. [PMID: 32520594 PMCID: PMC7864093 DOI: 10.1089/dia.2020.0083] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background: This study assessed the efficacy and safety of ultrarapid insulin Fiasp® in the hybrid closed-loop MiniMed™ 670G system. Methods: This was a pilot randomized double-blinded crossover study among established MiniMed™ 670G users comparing percentage time in range (TIR) and hypoglycemia for Novolog® and Fiasp. After 2 weeks optimization with their home insulin, participants were randomized to receive Novolog or Fiasp for 2 weeks, followed by the other insulin for the next 2 weeks. Data from the second week of blinded insulin use were analyzed to allow 1 week for 670G adaptation. During the second week, individuals were asked to eat the same breakfast for 3 days to assess differences in meal pharmacodynamics. Results: Nineteen adults were recruited with mean age of 40 ± 18 years, diabetes duration of 27 ± 12 years, and median hemoglobin A1c of 7.1% (6.9, 7.5), using 0.72 (0.4, 1.2) units/(kg·day). For Novolog and Fiasp, respectively, the %TIR (70-180 mg/dL) was 75.3 ± 9.5 and 78.4 ± 9.3; %time <70 mg/dL was 3.1 ± 2.1 and 2.3 ± 2.0; %time >180 mg/dL was 21.6 ± 9.0 and 19.3 ± 8.9; mean glucose was 147 ± 12 and 146 ± 12 mg/dL; coefficient of variation was 28.6% ± 4.5% and 26.8% ± 4.4%; %time in auto mode 86.4 ± 9.2 and 84.4 ± 9.2. All comparisons were nonsignificant for insulin type. Total daily dose (Novolog 48.8 ± 28.4 vs. Fiasp 52.4 ± 31.7 units; P = 0.01) and daily basal (Novolog 17.6 [15.5, 33.8] vs. Fiasp 19.1 [15.3, 38.5] units; P = 0.07) correlated with TIR and %time >180 mg/dL. For insulin delivery in auto mode there was no statistical difference in total daily dose or daily basal between arms. Paired analysis for matched breakfast meals revealed no significant differences in time to maximum glucose, peak glucose, or glucose excursion. Conclusions: In this pilot study, the use of either Novolog or Fiasp in a commercially available MiniMed 670G system operating in auto mode resulted in clinically similar glycemic outcomes, with a slight increase in daily insulin requirements using Fiasp.
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Affiliation(s)
- Liana Hsu
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford, California, USA
| | - Bruce Buckingham
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford, California, USA
| | - Marina Basina
- Stanford Diabetes Research Center, Stanford, California, USA
- Division of Endocrinology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Laya Ekhlaspour
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford, California, USA
| | - Rie von Eyben
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA
| | - Justin Wang
- Stanford Diabetes Research Center, Stanford, California, USA
| | - Rayhan A. Lal
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford, California, USA
- Division of Endocrinology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Address correspondence to: Rayhan A. Lal, MD, Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Room G-313 Medical Center, 300 Pasteur Drive, Stanford, CA 94305, USA
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21
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Abstract
Insulin therapy has advanced remarkably over the past few decades. Ultra-rapid-acting and ultra-long-acting insulin analogs are now commercially available. Many additional insulin formulations are in development. This review outlines recent advances in insulin therapy and novel therapies in development.
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Affiliation(s)
- Leah M. Wilson
- Division of Endocrinology, Harold Schnitzer Diabetes Health Center, Oregon Health & Science University, Portland, Oregon, USA
| | - Jessica R. Castle
- Division of Endocrinology, Harold Schnitzer Diabetes Health Center, Oregon Health & Science University, Portland, Oregon, USA
- Address correspondence to: Jessica R. Castle, MD, Division of Endocrinology, Harold Schnitzer Diabetes Health Center, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L607, Portland, OR 97239-3098, USA
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22
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Abstract
There has been a rapid advancement in the pace of development of new diabetes technologies and therapies for the management of type 1 diabetes over the past decade. The Diabetes Control and Complications Trial conclusively established that tight glycemic control with intensive insulin therapy decreases the rates of diabetes complications in proportion to glycemic control, and diabetes technologies have accordingly been developed to help patients reach these goals. In this review, the authors discuss new diabetes therapeutics and technologies, including new insulin analogues, insulin pumps, continuous glucose monitoring systems, and automated insulin delivery systems."
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Affiliation(s)
- Jordan S Sherwood
- Diabetes Research Center, Massachusetts General Hospital, 50 Staniford Street, Suite 301, Boston, MA 02114, USA
| | - Steven J Russell
- Diabetes Research Center, Massachusetts General Hospital, 50 Staniford Street, Suite 301, Boston, MA 02114, USA
| | - Melissa S Putman
- Diabetes Research Center, Massachusetts General Hospital, 50 Staniford Street, Suite 301, Boston, MA 02114, USA.
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23
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Moser O, Eckstein ML, West DJ, Goswami N, Sourij H, Hofmann P. Type 1 Diabetes and Physical Exercise: Moving (forward) as an Adjuvant Therapy. Curr Pharm Des 2020; 26:946-957. [PMID: 31912769 DOI: 10.2174/1381612826666200108113002] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 11/25/2019] [Indexed: 02/08/2023]
Abstract
Type 1 diabetes is characterized by an autoimmune β-cell destruction resulting in endogenous insulin deficiency, potentially leading to micro- and macrovascular complications. Besides an exogenous insulin therapy and continuous glucose monitoring, physical exercise is recommended in adults with type 1 diabetes to improve overall health. The close relationship between physical exercise, inflammation, muscle contraction, and macronutrient intake has never been discussed in detail about type 1 diabetes. The aim of this narrative review was to detail the role of physical exercise in improving clinical outcomes, physiological responses to exercise and different nutrition and therapy strategies around exercise. Physical exercise has several positive effects on glucose uptake and systemic inflammation in adults with type 1 diabetes. A new approach via personalized therapy adaptations must be applied to target beneficial effects on complications as well as on body weight management. In combination with pre-defined macronutrient intake around exercise, adults with type 1 diabetes can expect similar physiological responses to physical exercise, as seen in their healthy counterparts. This review highlights interesting findings from recent studies related to exercise and type 1 diabetes. However, there is limited research available accompanied by a proper number of participants in the cohort of type 1 diabetes. Especially for this group of patients, an increased understanding of the impact of physical exercise can improve its effectiveness as an adjuvant therapy to move (forward).
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Affiliation(s)
- Othmar Moser
- Cardiovascular Diabetology Research Group, Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Max L Eckstein
- Cardiovascular Diabetology Research Group, Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Daniel J West
- Institute of Cellular Medicine, Newcastle University, Newcastle, United Kingdom
| | - Nandu Goswami
- Physiology Division, Otto Loewi Research Center, Medical University of Graz, Graz, Austria
| | - Harald Sourij
- Cardiovascular Diabetology Research Group, Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Peter Hofmann
- Exercise Physiology, Training & Training Therapy Research Group, Institute of Sports Science, University of Graz, Graz, Austria
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24
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Herzig D, Dehais J, Prost JC, Nakas CT, Stettler C, Bally L, Hovorka R. Pharmacokinetics of Faster and Standard Insulin Aspart During Fully Closed-Loop Insulin Delivery in Type 2 Diabetes. Diabetes Technol Ther 2020; 22:691-696. [PMID: 31999478 DOI: 10.1089/dia.2019.0477] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Background: Faster insulin aspart is a novel formulation of insulin aspart aiming to accelerate its subcutaneous absorption. The aim of this study was to compare pharmacokinetics of faster insulin aspart versus standard insulin aspart in adults with type 2 diabetes during closed-loop insulin delivery. Methods: We assessed the pharmacokinetics of faster and standard insulin aspart from data obtained in a randomized double-blind crossover study evaluating fully closed-loop insulin delivery in adults with type 2 diabetes (n = 13, age 59 ± 10 years, BMI 34.5 ± 9.1 kg/m2, HbA1c 7.7% ± 1.2% [60 ± 13 mmol/mol]). Blood samples were collected every 15-30 min for 10 h to determine plasma insulin aspart concentration using liquid chromatography mass spectrometry. Time to peak plasma concentration (Tmax) was calculated using a two-compartment model. Results:Tmax was 68.7 ± 21.6 min for faster aspart and 89.7 ± 31.8 min for aspart (mean paired difference faster aspart minus aspart -15.5 min, 95% CI [-31.6 to 0.6 min], P = 0.06). Metabolic clearance rate did not differ between the two insulins (P = 0.61). Insulin amount delivered during closed-loop with faster aspart positively correlated with Tmax (rS = 0.73, P = 0.01), whereas no statistically significant correlation was found with body mass index (BMI), weight or HbA1C (all P > 0.18). Conclusion: In conclusion, Tmax tended to be shorter for faster aspart versus aspart during fully automated closed-loop insulin delivery and positively correlated with the amount of insulin delivered.
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Affiliation(s)
- David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Joachim Dehais
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Jean-Christophe Prost
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Christos T Nakas
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Laboratory of Biometry, School of Agriculture, University of Thessaly, Nea Ionia Magnesia, Greece
| | - Christoph Stettler
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Roman Hovorka
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
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25
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Abstract
Treatments for type 1 diabetes have advanced significantly over recent years. There are now multiple hybrid closed-loop systems commercially available and additional systems are in development. Challenges remain, however. This review outlines the recent advances in closed-loop systems and outlines the remaining challenges, including post-prandial hyperglycemia and exercise-related dysglycemia.
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Affiliation(s)
- Melanie Jackson
- Division of Endocrinology, Harold Schnitzer Diabetes Health Center, Oregon Health & Science University, Portland, Oregon
| | - Jessica R. Castle
- Division of Endocrinology, Harold Schnitzer Diabetes Health Center, Oregon Health & Science University, Portland, Oregon
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26
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Owens DR, Bolli GB. The continuing quest for better subcutaneously administered prandial insulins: a review of recent developments and potential clinical implications. Diabetes Obes Metab 2020; 22:743-754. [PMID: 31930670 PMCID: PMC7187182 DOI: 10.1111/dom.13963] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 01/06/2020] [Accepted: 01/08/2020] [Indexed: 01/02/2023]
Abstract
The class of rapid-acting insulin analogues were introduced more than 20 years ago to control postprandial plasma glucose (PPG) excursions better than unmodified regular human insulin. Insulins, lispro, aspart and glulisine all achieved an earlier onset of action, greater peak effect and shorter duration of action resulting in lower PPG levels and a reduced risk of late postprandial hypoglycaemia. However, the subcutaneous absorption rate of these analogues still fails to match the physiological profile of insulin in the systemic circulation following a meal. Recent reformulations of aspart and lispro have generated a second generation of more rapid-acting insulin analogue candidates, including fast-acting aspart (faster aspart), ultra-rapid lispro and BioChaperone Lispro. These modifications have the potential to mimic physiological prandial insulin secretion better with an even earlier onset of action with improved PPG control, shorter duration of effect and reduced risk of hypoglycaemia. Recent phase 3 trials in type 1 and type 2 diabetes show that faster aspart and ultra-rapid lispro compared with conventional aspart and lispro, achieved fewer PPG excursions with a small increase in post-meal hypoglycaemia but similar or marginally superior glycated haemoglobin levels, and suggest the need for parallel optimization of basal insulin replacement. Phase 1 trials for BioChaperone Lispro are equally encouraging with phase 3 trials yet to be initiated. Comparative analysis of the clinical and pharmacological evidence for these new prandial insulin candidates in the treatment of type 1 and type 2 diabetes is the main focus of this review.
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Affiliation(s)
- David R. Owens
- Diabetes Research GroupSwansea University Medical SchoolWalesUK
| | - Geremia B. Bolli
- Department of MedicineUniversity of Perugia Medical SchoolPerugiaItaly
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27
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Herzig D, Nakas CT, Stalder J, Kosinski C, Laesser C, Dehais J, Jaeggi R, Leichtle AB, Dahlweid FM, Stettler C, Bally L. Volumetric Food Quantification Using Computer Vision on a Depth-Sensing Smartphone: Preclinical Study. JMIR Mhealth Uhealth 2020; 8:e15294. [PMID: 32209531 PMCID: PMC7142738 DOI: 10.2196/15294] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 11/05/2019] [Accepted: 12/16/2019] [Indexed: 01/26/2023] Open
Abstract
Background Quantification of dietary intake is key to the prevention and management of numerous metabolic disorders. Conventional approaches are challenging, laborious, and lack accuracy. The recent advent of depth-sensing smartphones in conjunction with computer vision could facilitate reliable quantification of food intake. Objective The objective of this study was to evaluate the accuracy of a novel smartphone app combining depth-sensing hardware with computer vision to quantify meal macronutrient content using volumetry. Methods The app ran on a smartphone with a built-in depth sensor applying structured light (iPhone X). The app estimated weight, macronutrient (carbohydrate, protein, fat), and energy content of 48 randomly chosen meals (breakfasts, cooked meals, snacks) encompassing 128 food items. The reference weight was generated by weighing individual food items using a precision scale. The study endpoints were (1) error of estimated meal weight, (2) error of estimated meal macronutrient content and energy content, (3) segmentation performance, and (4) processing time. Results In both absolute and relative terms, the mean (SD) absolute errors of the app’s estimates were 35.1 g (42.8 g; relative absolute error: 14.0% [12.2%]) for weight; 5.5 g (5.1 g; relative absolute error: 14.8% [10.9%]) for carbohydrate content; 1.3 g (1.7 g; relative absolute error: 12.3% [12.8%]) for fat content; 2.4 g (5.6 g; relative absolute error: 13.0% [13.8%]) for protein content; and 41.2 kcal (42.5 kcal; relative absolute error: 12.7% [10.8%]) for energy content. Although estimation accuracy was not affected by the viewing angle, the type of meal mattered, with slightly worse performance for cooked meals than for breakfasts and snacks. Segmentation adjustment was required for 7 of the 128 items. Mean (SD) processing time across all meals was 22.9 seconds (8.6 seconds). Conclusions This study evaluated the accuracy of a novel smartphone app with an integrated depth-sensing camera and found highly accurate volume estimation across a broad range of food items. In addition, the system demonstrated high segmentation performance and low processing time, highlighting its usability.
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Affiliation(s)
- David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Christos T Nakas
- Laboratory of Biometry, University of Thessaly, Nea Ionia/Volos, Magnesia, Greece.,University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Janine Stalder
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Christophe Kosinski
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Céline Laesser
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Joachim Dehais
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Raphael Jaeggi
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Alexander Benedikt Leichtle
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Fried-Michael Dahlweid
- Insel Data Science Center & Department for Technology and Innovation, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Christoph Stettler
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Bern University Hospital, University of Bern, Bern, Switzerland
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28
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Evans M, Ceriello A, Danne T, De Block C, DeVries JH, Lind M, Mathieu C, Nørgaard K, Renard E, Wilmot EG. Use of fast-acting insulin aspart in insulin pump therapy in clinical practice. Diabetes Obes Metab 2019; 21:2039-2047. [PMID: 31144428 PMCID: PMC6773364 DOI: 10.1111/dom.13798] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 05/15/2019] [Accepted: 05/28/2019] [Indexed: 01/10/2023]
Abstract
Fast-acting insulin aspart (faster aspart) is a novel formulation of insulin aspart (IAsp) containing the additional excipients niacinamide and L-arginine. The improved pharmacological profile and greater early glucose-lowering action of faster aspart compared with IAsp suggests that faster aspart may be advantageous for people with diabetes using continuous subcutaneous insulin infusion (CSII). The recent onset 5 trial was the first to evaluate the efficacy and safety of an ultra-fast-acting insulin in CSII therapy in a large number of participants with type 1 diabetes (T1D). Non-inferiority of faster aspart to IAsp in terms of change from baseline in HbA1c was confirmed, with an estimated treatment difference (ETD) of 0.09% (95% CI, 0.01; 0.17; P < 0.001 for non-inferiority [0.4% margin]). Faster aspart was superior to IAsp in terms of change from baseline in 1-hour post-prandial glucose (PPG) increment after a meal test (ETD [95% CI], -0.91 mmol/L [-1.43; -0.39]; P = 0.001), with statistically significant improvements also at 30 minutes and 2 hours. The overall rate of severe or blood glucose-confirmed hypoglycaemia was not statistically significantly different between treatments, with an estimated rate ratio of 1.00 (95% CI, 0.85; 1.16). A numerical imbalance in severe hypoglycaemic episodes between faster aspart and IAsp was seen in the treatment (21 vs 7) and the 4-week run-in periods (4 vs 0). Experience from clinical practice indicates that all pump settings should be reviewed when initiating faster aspart with CSII, and that the use of continuous glucose monitoring or flash glucose monitoring, along with a good understanding of meal content and bolus type, may also facilitate optimal use. This review summarizes the available clinical evidence for faster aspart administered via CSII and highlights practical considerations based on clinical experience that may help healthcare providers and individuals with T1D successfully initiate and adjust faster aspart with CSII.
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Affiliation(s)
- Mark Evans
- Wellcome Trust/MRC Institute of Metabolic Science and Department of MedicineUniversity of CambridgeCambridgeUK
| | - Antonio Ceriello
- IRCCS MultiMedicaMilanItaly
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)BarcelonaSpain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM)MadridSpain
- Department of Cardiovascular and Metabolic DiseasesIRCCS MultiMedicaSesto San GiovanniItaly
| | - Thomas Danne
- Diabeteszentrum für Kinder und JugendlicheKinderkrankenhaus auf der BultHannoverGermany
| | - Christophe De Block
- Department of Endocrinology‐Diabetology‐MetabolismAntwerp University HospitalEdegemBelgium
| | - J. Hans DeVries
- Academic Medical CenterUniversity of AmsterdamAmsterdamThe Netherlands
- Profil Institute of Metabolic ResearchNeussGermany
| | - Marcus Lind
- Department of Molecular and Clinical MedicineUniversity of GothenburgGothenburgSweden
- Department of MedicineNU ‐ Hospital GroupTrollhättan/UddevallaSweden
| | - Chantal Mathieu
- Clinical and Experimental EndocrinologyUniversity Hospital LeuvenLeuvenBelgium
| | | | - Eric Renard
- Montpellier University Hospital, Department of Endocrinology, Diabetes, Nutrition and Institute of Functional GenomicsUniversity of Montpellier, CNRS, INSERMMontpellierFrance
| | - Emma G. Wilmot
- University Hospitals of Derby and Burton NHS Foundation TrustDerbyUK
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