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Rosenstock J, Bajaj HS, Lingvay I, Heller SR. Clinical perspectives on the frequency of hypoglycemia in treat-to-target randomized controlled trials comparing basal insulin analogs in type 2 diabetes: a narrative review. BMJ Open Diabetes Res Care 2024; 12:e003930. [PMID: 38749508 PMCID: PMC11097869 DOI: 10.1136/bmjdrc-2023-003930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 04/26/2024] [Indexed: 05/18/2024] Open
Abstract
The objective of this review was to comprehensively present and summarize trends in reported rates of hypoglycemia with one or two times per day basal insulin analogs in individuals with type 2 diabetes to help address and contextualize the emerging theoretical concern of increased hypoglycemic risk with once-weekly basal insulins.Hypoglycemia data were extracted from treat-to-target randomized clinical trials conducted during 2000-2022. Published articles were identified on PubMed or within the US Food and Drug Administration submission documents. Overall, 57 articles were identified: 44 assessed hypoglycemic outcomes in participants receiving basal-only therapy (33 in insulin-naive participants; 11 in insulin-experienced participants), 4 in a mixed population (insulin-naive and insulin-experienced participants) and 9 in participants receiving basal-bolus therapy. For the analysis, emphasis was placed on level 2 (blood glucose <3.0 mmol/L (<54 mg/dL)) and level 3 (or severe) hypoglycemia.Overall, event rates for level 2 or level 3 hypoglycemia across most studies ranged from 0.06 to 7.10 events/person-year of exposure (PYE) for participants receiving a basal-only insulin regimen; the rate for basal-bolus regimens ranged from 2.4 to 13.6 events/PYE. Rates were generally lower with second-generation basal insulins (insulin degludec or insulin glargine U300) than with neutral protamine Hagedorn insulin or first-generation basal insulins (insulin detemir or insulin glargine U100). Subgroup categorization by sulfonylurea usage, end-of-treatment insulin dose or glycated hemoglobin reduction did not show consistent trends on overall hypoglycemia rates. Hypoglycemia rates reported so far for once-weekly basal insulins are consistent with or lower than those reported for daily-administered basal insulin analogs.
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Affiliation(s)
| | | | - Ildiko Lingvay
- Endocrinology Division, Department of Internal Medicine and Peter O'Donnell School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Simon R Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
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2
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Hadid S, Zhang E, Frishman WH, Brutsaert E. Insulin's Legacy: A Century of Breakthroughs and Innovation. Cardiol Rev 2024:00045415-990000000-00229. [PMID: 38477588 DOI: 10.1097/crd.0000000000000680] [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: 03/14/2024]
Abstract
The clinical use of insulin to treat diabetes started just over 100 years ago. The past century has witnessed remarkable innovations in insulin therapy, evolving from animal organ extracts to bioengineered human insulins with ultra-rapid onset or prolonged action. Insulin delivery systems have also progressed to current automated insulin delivery systems. In this review, we discuss the history of insulin and the pharmacology and therapeutic indications for a variety of available insulins, especially newer analog insulins. We highlight recent advances in insulin pump therapy and review evidence on the therapeutic benefits of automated insulin delivery. As with any form of progress, there have been setbacks, and insulin has recently faced an affordability crisis. We address the challenges of insulin accessibility, along with recent progress to improve insulin affordability. Finally, we mention research on glucose-responsive insulins and hepato-preferential insulins that are likely to shape the future of insulin therapy.
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Affiliation(s)
- Somar Hadid
- From the School of Medicine, New York Medical College, Valhalla NY
| | - Emily Zhang
- From the School of Medicine, New York Medical College, Valhalla NY
| | - William H Frishman
- From the School of Medicine, New York Medical College, Valhalla NY
- Department of Cardiology, Westchester Medical Center, Valhalla NY
| | - Erika Brutsaert
- From the School of Medicine, New York Medical College, Valhalla NY
- Department of Endocrinology, Westchester Medical Center, Hawthorne NY
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3
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Wang B, Du Y. Improving the mixed model for repeated measures to robustly increase precision in randomized trials. Int J Biostat 2023; 0:ijb-2022-0101. [PMID: 38016707 DOI: 10.1515/ijb-2022-0101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 08/12/2023] [Indexed: 11/30/2023]
Abstract
In randomized trials, repeated measures of the outcome are routinely collected. The mixed model for repeated measures (MMRM) leverages the information from these repeated outcome measures, and is often used for the primary analysis to estimate the average treatment effect at the primary endpoint. MMRM, however, can suffer from bias and precision loss when it models intermediate outcomes incorrectly, and hence fails to use the post-randomization information harmlessly. This paper proposes an extension of the commonly used MMRM, called IMMRM, that improves the robustness and optimizes the precision gain from covariate adjustment, stratified randomization, and adjustment for intermediate outcome measures. Under regularity conditions and missing completely at random, we prove that the IMMRM estimator for the average treatment effect is robust to arbitrary model misspecification and is asymptotically equal or more precise than the analysis of covariance (ANCOVA) estimator and the MMRM estimator. Under missing at random, IMMRM is less likely to be misspecified than MMRM, and we demonstrate via simulation studies that IMMRM continues to have less bias and smaller variance. Our results are further supported by a re-analysis of a randomized trial for the treatment of diabetes.
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Affiliation(s)
- Bingkai Wang
- The Statistics and Data Science Department of the Wharton School, University of Pennsylvania, Philadelphia, PA, USA
| | - Yu Du
- Statistics, Data and Analytics, Eli Lilly and Company, Indianapolis, IN, USA
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Nkonge KM, Nkonge DK, Nkonge TN. Insulin Therapy for the Management of Diabetes Mellitus: A Narrative Review of Innovative Treatment Strategies. Diabetes Ther 2023; 14:1801-1831. [PMID: 37736787 PMCID: PMC10570256 DOI: 10.1007/s13300-023-01468-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 08/29/2023] [Indexed: 09/23/2023] Open
Abstract
The discovery of insulin was presented to the international medical community on May 3, 1922. Since then, insulin has become one of the most effective pharmacological agents used to treat type 1 and type 2 diabetes mellitus. However, the initiation and intensification of insulin therapy is often delayed in people living with type 2 diabetes due to numerous challenges associated with daily subcutaneous administration. Reducing the frequency of injections, using insulin pens instead of syringes and vials, simplifying treatment regimens, or administering insulin through alternative routes may help improve adherence to and persistence with insulin therapy among people living with diabetes. As the world commemorates the centennial of the commercialization of insulin, the aims of this article are to provide an overview of insulin therapy and to summarize clinically significant findings from phase 3 clinical trials evaluating less frequent dosing of insulin and the non-injectable administration of insulin.
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Affiliation(s)
- Ken M. Nkonge
- University of Nairobi, P.O. Box 30197, Nairobi, Kenya
| | | | - Teresa N. Nkonge
- University of Nairobi, P.O. Box 30197, Nairobi, Kenya
- McMaster University, Hamilton, ON L8S 4L8 Canada
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5
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Ma C, Crimin K. Joint Analysis of Longitudinal Data and Zero-Inflated Recurrent Events. Stat Biopharm Res 2023. [DOI: 10.1080/19466315.2023.2177726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Affiliation(s)
- Chenchen Ma
- Statistics, Data and Analytics, Eli Lilly and Company, Indiana, USA
| | - Kimberly Crimin
- Statistics, Data and Analytics, Eli Lilly and Company, Indiana, USA
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6
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Hvid H, Brand CL, Hummelshøj T, Jensen S, Bouman SD, Bowler A, Poulsen BR, Tiainen P, Åkertröm T, Demozay D, Hoeg-Jensen T, Ingvorsen C, Pedersen TÅ, McGuire J, Egebjerg T, Cappelen KA, Eliasen IP, Hansen BF, Hennen S, Stidsen CE, Olsen GS, Roed NK. Preclinical exploration of combined glucagon inhibition and liver-preferential insulin for treatment of diabetes using in vitro assays and rat and mouse models. Diabetologia 2023; 66:376-389. [PMID: 36404376 PMCID: PMC9807490 DOI: 10.1007/s00125-022-05828-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/22/2022] [Indexed: 11/22/2022]
Abstract
AIMS/HYPOTHESIS Normalisation of blood glucose in individuals with diabetes is recommended to reduce development of diabetic complications. However, risk of severe hypoglycaemia with intensive insulin therapy is a major obstacle that prevents many individuals with diabetes from obtaining the recommended reduction in HbA1c. Inhibition of glucagon receptor signalling and liver-preferential insulin action have been shown individually to have beneficial effects in preclinical models and individuals with diabetes (i.e. improved glycaemic control), but also have effects that are potential safety risks (i.e. alpha cell hyperplasia in response to glucagon receptor antagonists and increased levels of liver triacylglycerols and plasma alanine aminotransferase activity in response to glucagon receptor antagonists and liver-preferential insulin). We hypothesised that a combination of glucagon inhibition and liver-preferential insulin action in a dual-acting molecule would widen the therapeutic window. By correcting two pathogenic mechanisms (dysregulated glucagon signalling and non-physiological distribution of conventional insulin administered s.c.), we hypothesised that lower doses of each component would be required to obtain sufficient reduction of hyperglycaemia, and that the undesirable effects that have previously been observed for monotreatment with glucagon antagonists and liver-preferential insulin could be avoided. METHODS A dual-acting glucagon receptor inhibitor and liver-preferential insulin molecule was designed and tested in rodent models (normal rats, rats with streptozotocin-induced hyperglycaemia, db/db mice and mice with diet-induced obesity and streptozotocin-induced hyperglycaemia), allowing detailed characterisation of the pharmacokinetic and pharmacodynamic properties of the dual-acting molecule and relevant control compounds, as well as exploration of how the dual-acting molecule influenced glucagon-induced recovery and spontaneous recovery from acute hypoglycaemia. RESULTS This molecule normalised blood glucose in diabetic models, and was markedly less prone to induce hypoglycaemia than conventional insulin treatment (approximately 4.6-fold less potent under hypoglycaemic conditions than under normoglycaemic conditions). However, compared to treatment with conventional long-acting insulin, this dual-acting molecule also increased triacylglycerol levels in the liver (approximately 60%), plasma alanine aminotransferase levels (approximately twofold) and alpha cell mass (approximately twofold). CONCLUSIONS/INTERPRETATION While the dual-acting glucagon receptor inhibitor and liver-preferential insulin molecule showed markedly improved regulation of blood glucose, effects that are potential safety concerns persisted in the pharmacologically relevant dose range.
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Affiliation(s)
- Henning Hvid
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | | | - Tina Hummelshøj
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | - Sanne Jensen
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | | | - Andrew Bowler
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
- QC Laboratories, Syntese A/S, Hvidovre, Denmark
| | | | - Peter Tiainen
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | | | - Damien Demozay
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | | | | | | | - Jim McGuire
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
- Catalyst Biosciences, San Francisco, CA, USA
| | - Thomas Egebjerg
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | | | - Ina P Eliasen
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | - Bo F Hansen
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | - Stephanie Hennen
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
- Grünethal GmbH, Aachen, Germany
| | | | - Grith S Olsen
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark
| | - Nikolaj K Roed
- Research & Early Development, Novo Nordisk A/S, Måløv, Denmark.
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7
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Qu Y, White RD, Ruberg SJ. Accurate Collection of Reasons for Treatment Discontinuation to Better Define Estimands in Clinical Trials. Ther Innov Regul Sci 2022; 57:521-528. [PMID: 36542287 DOI: 10.1007/s43441-022-00491-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Reasons for treatment discontinuation are important not only to understand the benefit and risk profile of experimental treatments, but also to help choose appropriate strategies to handle intercurrent events in defining estimands. The current case report form (CRF) commonly in use mixes the underlying reasons for treatment discontinuation and who makes the decision for treatment discontinuation, often resulting in an inaccurate collection of reasons for treatment discontinuation. METHODS AND RESULTS We systematically reviewed and analyzed treatment discontinuation data from nine phase 2 and phase 3 studies for insulin peglispro. A total of 857 participants with treatment discontinuation were included in the analysis. Our review suggested that, due to the vague multiple-choice options for treatment discontinuation present in the CRF, different reasons were sometimes recorded for the same underlying reason for treatment discontinuation. Based on our review and analysis, we suggest an intermediate solution and a more systematic way to improve the current CRF for treatment discontinuations. CONCLUSION This research provides insight and directions on how to optimize the CRF for recording treatment discontinuation. Further work needs to be done to build the learning into Clinical Data Interchange Standards Consortium standards. CLINICAL TRIALS Clinicaltrials.gov numbers: NCT01027871 (Phase 2 for type 2 diabetes), NCT01049412 (Phase 2 for type 1 diabetes), NCT01481779 (IMAGINE 1 Study), NCT01435616 (IMAGINE 2 Study), NCT01454284 (IMAGINE 3 Study), NCT01468987 (IMAGINE 4 Study), NCT01582451 (IMAGINE 5 Study), NCT01790438 (IMAGINE 6 Study), NCT01792284 (IMAGINE 7 Study).
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9
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Ma C, Shen X, Qu Y, Du Y. Analysis of an incomplete binary outcome dichotomized from an underlying continuous variable in clinical trials. Pharm Stat 2022; 21:907-918. [PMID: 35277928 DOI: 10.1002/pst.2204] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 11/22/2021] [Accepted: 02/27/2022] [Indexed: 11/11/2022]
Abstract
In many clinical trials, outcomes of interest are binary-valued. It is not uncommon that a binary-valued outcome is dichotomized from a continuous outcome at a threshold of clinical interest. To analyze such data, common approaches include (a) fitting a generalized linear mixed model (GLMM) to the dichotomized longitudinal binary outcome; and (b) the multiple imputation (MI) based method: imputing missing values in the continuous outcome, dichotomizing it into a binary outcome, and then fitting a generalized linear model to the "complete" data. We conducted comprehensive simulation studies to compare the performance of the GLMM versus the MI-based method for estimating the risk difference and the logarithm of odds ratio between two treatment arms at the end of study. In those simulation studies, we considered a range of multivariate distribution options for the continuous outcome (including a multivariate normal distribution, a multivariate t-distribution, a multivariate log-normal distribution, and the empirical distribution from a real clinical trial data) to evaluate the robustness of the estimators to various data-generating models. Simulation results demonstrate that both methods work well under those considered distribution options, but the MI-based method is more efficient with smaller mean squared errors compared to the GLMM. We further applied both the GLMM and the MI-based method to 29 phase 3 diabetes clinical trials, and found that the MI-based method generally led to smaller variance estimates compared to the GLMM.
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Affiliation(s)
- Chenchen Ma
- Statistics, Data and Analytics, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Xin Shen
- SAS Programming, Brightech International, Somerset, New Jersey, USA
| | - Yongming Qu
- Statistics, Data and Analytics, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Yu Du
- Statistics, Data and Analytics, Eli Lilly and Company, Indianapolis, Indiana, USA
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10
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Wolters J, Wollenhaupt D, El Aziz MA, Nauck MA. Impact of the Fasting Plasma Glucose Titration Target on the Success of Basal Insulin Titration in Insulin-Naïve Patients with Type 2 Diabetes: A Systematic Analysis. J Diabetes Res 2022; 2022:4758042. [PMID: 35942330 PMCID: PMC9356801 DOI: 10.1155/2022/4758042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 07/01/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND/AIM We aimed to examine beneficial and adverse outcomes of basal insulin titration performed with different fasting plasma glucose (FPG) titration targets (TT). METHODS A PubMed literature search retrieved 43 reported prospective clinical trials introducing basal insulin in 17643 insulin-naïve patients with type 2 diabetes reporting fasting plasma glucose (FPG), HbA1c, target achievement, hypoglycemic events, and insulin doses. 61 individual study arms were grouped by fasting plasma glucose titration target (TT; 1: ≤5.0 mmol/l/90 mg/dl; 2: 5.01-5.6 mmol/l/90-100 mg/dl; and 3: ≥5.61 mmol/l/101 mg/dl). Weighted means and their standard deviations were calculated for baseline and end-of-treatment FPG (primary endpoint), HbA1c, target achievement, hypoglycemic events, insulin doses, and body weight gain and compared over a duration of 31 ± 10 weeks. RESULTS Achieved FPG and HbA1c at the end of the study were significantly lower (by up to 0.8 mmol/l or 0.23%, respectively) with more ambitious TTs (p < 0.0001), leading to better HbA1c target achievement with more ambitious TTs (by up to 14.6% for HbA1c ≤ 6.5%), without increasing the risk for hypoglycemic episodes. CONCLUSIONS Aiming for a lower FPG TT improves glycemic control without increasing the risk for hypoglycemia.
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Affiliation(s)
- Jannik Wolters
- Diabetes Division, Katholisches Klinikum Bochum, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Dominik Wollenhaupt
- Diabetes Division, Katholisches Klinikum Bochum, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Mirna Abd El Aziz
- Diabetes Division, Katholisches Klinikum Bochum, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Michael A. Nauck
- Diabetes Division, Katholisches Klinikum Bochum, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
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11
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Cheng R, Taleb N, Stainforth-Dubois M, Rabasa-Lhoret R. The promising future of insulin therapy in diabetes mellitus. Am J Physiol Endocrinol Metab 2021; 320:E886-E890. [PMID: 33719586 DOI: 10.1152/ajpendo.00608.2020] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The first therapeutic use of insulin by Frederick Banting and Charles Best in 1921 revolutionized the management of type 1 diabetes and considerably changed the lives of many patients with other types of diabetes. In the past 100 years, significant pharmacological advances took place in the field of insulin therapy, bringing closer the goal of optimal glycemic control along with decreased diabetes-related complications. Despite these developments, several challenges remain, such as increasing treatment flexibility, reducing iatrogenic hypoglycemia, and optimizing patient quality of life. Ongoing innovations in insulin therapy (e.g., new insulin analogs, alternative routes of insulin administration, and closed-loop technology) endeavor to overcome these hurdles and change the landscape of diabetes mellitus management. This report highlights recent advances made in the field of insulin therapy and discusses future perspectives.
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Affiliation(s)
- Ran Cheng
- Institut de Recherches Cliniques de Montréal, Montreal, Quebec, Canada
- Division of Endocrinology, Department of Medicine, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Nadine Taleb
- Institut de Recherches Cliniques de Montréal, Montreal, Quebec, Canada
- Division of Endocrinology, Department of Medicine, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- Department of Biomedical Sciences, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
| | | | - Rémi Rabasa-Lhoret
- Institut de Recherches Cliniques de Montréal, Montreal, Quebec, Canada
- Division of Endocrinology, Department of Medicine, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- Department of Biomedical Sciences, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
- Montreal Diabetes Research Center, Montreal, Quebec, Canada
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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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13
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Glutamine-walking: Creating reactive substrates for transglutaminase-mediated protein labeling. Methods Enzymol 2020. [PMID: 32943142 DOI: 10.1016/bs.mie.2020.04.066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2023]
Abstract
Chemically modified proteins are increasingly being tested and approved as therapeutic products. Batch-to-batch homogeneity is crucial to ensure safety and quality of therapeutic products. Highly selective protein modification may be achieved using enzymatic routes. Microbial transglutaminase (mTG) is a robust, easy to use and well-established enzyme that is used at a very large scale in the food industry such that its efficacy and its safety for human consumption are well established. In the context of therapeutic protein modification, mTG should crosslink one or more glutamines on the target protein with an aminated moiety such as a solubilizer, a tracer or a cytotoxic moiety. mTG has the advantage of being unreactive toward the majority of surface-exposed glutamines on most proteins, reducing sample heterogeneity. The caveat is that there may be no reactive glutamine on the target protein, or else a reactive glutamine may be found in a location where its modification compromises function of the target protein. Here we describe the glutamine-walk (Gln-walk), a straightforward method to create a glutamine-substrate site that is reactive to mTG in a target protein. Iterative substitution of single amino acids to a glutamine is followed by facile identification of reactivity with mTG, where covalent labeling of the target with an aminated fluorophore allows visualization of the most reactive modified targets. The approach is empirical; knowledge of the target protein structure and functional regions facilitates application of the method.
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14
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LaLonde A, Qu Y. Estimation of group means using Bayesian generalized linear mixed models. Pharm Stat 2020; 19:482-491. [PMID: 32107840 DOI: 10.1002/pst.2006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/21/2020] [Accepted: 01/27/2020] [Indexed: 11/09/2022]
Abstract
Generalized linear mixed models (GLMM) are commonly used to model the treatment effect over time while controlling for important clinical covariates. Standard software procedures often provide estimates of the outcome based on the mean of the covariates; however, these estimates will be biased for the true group means in the GLMM. Implementing GLMM in the frequentist framework can lead to issues of convergence. A simulation study demonstrating the use of fully Bayesian GLMM for providing unbiased estimates of group means is shown. These models are very straightforward to implement and can be used for a broad variety of outcomes (eg, binary, categorical, and count data) that arise in clinical trials. We demonstrate the proposed method on a data set from a clinical trial in diabetes.
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Affiliation(s)
- Amy LaLonde
- Department of Global Statistical Sciences, Eli Lilly and Company, Indianapolis, Indiana
| | - Yongming Qu
- Department of Global Statistical Sciences, Eli Lilly and Company, Indianapolis, Indiana
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Yan J, Yao B, Kuang H, Yang X, Huang Q, Hong T, Li Y, Dou J, Yang W, Qin G, Yuan H, Xiao X, Luo S, Shan Z, Deng H, Tan Y, Xu F, Xu W, Zeng L, Kang Z, Weng J. Liraglutide, Sitagliptin, and Insulin Glargine Added to Metformin: The Effect on Body Weight and Intrahepatic Lipid in Patients With Type 2 Diabetes Mellitus and Nonalcoholic Fatty Liver Disease. Hepatology 2019; 69:2414-2426. [PMID: 30341767 PMCID: PMC6594101 DOI: 10.1002/hep.30320] [Citation(s) in RCA: 151] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 10/15/2018] [Indexed: 12/11/2022]
Abstract
To investigate the effect of antidiabetic agents on nonalcoholic fatty liver disease (NAFLD) in patients with type 2 diabetes mellitus (T2DM), 75 patients with T2DM and NAFLD under inadequate glycemic control by metformin were randomized (1:1:1) to receive add-on liraglutide, sitagliptin, or insulin glargine in this 26-week trial. The primary endpoint was the change in intrahepatic lipid (IHL) from baseline to week 26 as quantified by magnetic resonance imaging-estimated proton density fat fraction (MRI-PDFF). Secondary endpoints included changes in abdominal adiposity (subcutaneous adipose tissue [SAT] and visceral adipose tissue [VAT]), glycated hemoglobin, and body weight from baseline to week 26. We analysed data from intent-to-treat population. MRI-PDFF, VAT, and weight decreased significantly with liraglutide (15.4% ± 5.6% to 12.5% ± 6.4%, P < 0.001; 171.4 ± 27.8 to 150.5 ± 30.8, P = 0.003; 86.6 ± 12.9 kg to 82.9 ± 11.1 kg, P = 0.005, respectively) and sitagliptin (15.5% ± 5.6% to 11.7% ± 5.0%, P = 0.001; 153.4 ± 31.5 to 139.8 ± 27.3, P = 0.027; 88.2 ± 13.6 kg to 86.5 ± 13.2 kg, P = 0.005, respectively). No significant change in MRI-PDFF, VAT, or body weight was observed with insulin glargine. SAT decreased significantly in the liraglutide group (239.9 ± 69.0 to 211.3 ± 76.1; P = 0.020) but not in the sitagliptin and insulin glargine groups. Changes from baseline in MRI-PDFF, VAT, and body weight were significantly greater with liraglutide than insulin glargine but did not differ significantly between liraglutide and sitagliptin. Conclusion: Combined with metformin, both liraglutide and sitagliptin, but not insulin glargine, reduced body weight, IHL, and VAT in addition to improving glycemic control in patients with T2DM and NAFLD.
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Affiliation(s)
- Jinhua Yan
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Bin Yao
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Hongyu Kuang
- The First Affiliated Hospital of Harbin Medical UniversityHarbinChina
| | - Xubin Yang
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | | | | | - Yushu Li
- The First Hospital of China Medical UniversityShenyangChina
| | | | | | - Guijun Qin
- The First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | | | - Xinhua Xiao
- Peking Union Medical College HospitalBeijingChina
| | - Sihui Luo
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Zhongyan Shan
- The First Hospital of China Medical UniversityShenyangChina
| | - Hongrong Deng
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Ying Tan
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Fen Xu
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Wen Xu
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Longyi Zeng
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Zhuang Kang
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Jianping Weng
- The Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
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Porksen NK, Linnebjerg H, Lam ECQ, Garhyan P, Pachori A, Pratley RE, Smith SR. Basal insulin peglispro increases lipid oxidation, metabolic flexibility, thermogenesis and ketone bodies compared to insulin glargine in subjects with type 1 diabetes mellitus. Diabetes Obes Metab 2018; 20:1193-1201. [PMID: 29316143 DOI: 10.1111/dom.13215] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 12/19/2017] [Accepted: 12/31/2017] [Indexed: 01/08/2023]
Abstract
AIMS When treated with basal insulin peglispro (BIL), patients with type 1 diabetes mellitus (T1DM) exhibit weight loss and lower prandial insulin requirements versus insulin glargine (GL), while total insulin requirements remain similar. One possible explanation is enhanced lipid oxidation and improved ability to switch between glucose and lipid metabolism with BIL. This study compared the effects of BIL and GL on glucose and lipid metabolism in subjects with T1DM. MATERIALS AND METHODS Fifteen subjects with T1DM were enrolled into this open-label, randomised, crossover study, and received once-daily stable, individualised, subcutaneous doses of BIL and GL for 4 weeks each. Respiratory quotient (RQ) was measured using whole-room calorimetry, and energy expenditure (EE) and concentrations of ketone bodies (3-hydroxybutyrate) and acylcarnitines were assessed. RESULTS Mean sleep RQ was lower during the BIL (0.822) than the GL (0.846) treatment period, indicating greater lipid metabolism during the post-absorptive period with BIL. Increases in carbohydrate oxidation following breakfast were greater during BIL than GL treatment (mean change in RQ following breakfast 0.111 for BIL, 0.063 for GL). Furthermore, BIL treatment increased total daily EE versus GL (2215.9 kcal/d for BIL, 2135.5 kcal/d for GL). Concentrations of ketone bodies and acylcarnitines appeared to be higher following BIL than GL treatment. CONCLUSIONS BIL increased sleeping fat oxidation, EE, ketone bodies, acylcarnitines and post-prandial glucose metabolism when switching from conventional insulin, thus, restoring metabolic flexibility and increasing thermogenesis. These changes may explain the previously observed weight loss with BIL versus GL.
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Affiliation(s)
| | | | - Eric Chen Quin Lam
- Formerly of Lilly-NUS Centre for Clinical Pharmacology, Singapore, Singapore
| | | | - Alok Pachori
- Translational Research Institute for Metabolism and Diabetes, Orlando, Florida
| | - Richard E Pratley
- Translational Research Institute for Metabolism and Diabetes, Orlando, Florida
| | - Steven R Smith
- Translational Research Institute for Metabolism and Diabetes, Orlando, Florida
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Luo J, Qu Y, Zhang Q, Chang AM, Jacober SJ. Relationship of Glucose Variability With Glycated Hemoglobin and Daily Mean Glucose: A Post Hoc Analysis of Data From 5 Phase 3 Studies. J Diabetes Sci Technol 2018; 12:325-332. [PMID: 29056082 PMCID: PMC5851228 DOI: 10.1177/1932296817736315] [Citation(s) in RCA: 5] [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: 11/16/2022]
Abstract
BACKGROUND The association of glucose variability (GV) with other glycemic measures is emerging as a topic of interest. The aim of this analysis is to study the correlation between GV and measures of glycemic control, such as glycated hemoglobin (HbA1c) and daily mean glucose (DMG). METHODS Data from 5 phase 3 trials were pooled into 3 analysis groups: type 2 diabetes (T2D) treated with basal insulin only, T2D treated with basal-bolus therapy, and type 1 diabetes (T1D). A generalized boosted model was used post hoc to assess the relationship of the following variables with glycemic control parameters (HbA1c and DMG): within-day GV, between-day GV (calculated using self-monitored blood glucose and fasting blood glucose [FBG]), hypoglycemia rate, and certain baseline characteristics. RESULTS Within-day GV (calculated using standard deviation [SD]) was found to have a significant influence on endpoints HbA1c and DMG in all 3 patient groups. Between-day GV from FBG (calculated using SD), within-day GV (calculated using coefficient of variation), and hypoglycemia rate were found to significantly influence the endpoint HbA1c in the T2D basal-only group. CONCLUSIONS Lower within-day GV was significantly associated with improvement in DMG and HbA1c. This finding suggests that GV could be a marker in the early phases of new antihyperglycemic therapy development for predicting clinical outcomes in terms of HbA1c and DMG.
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Affiliation(s)
- Junxiang Luo
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Yongming Qu
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Qianyi Zhang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Annette M. Chang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Scott J. Jacober
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
- Scott J. Jacober, DO, Eli Lilly and Company, Lilly Corporate Center, Drop Code 2232, Indianapolis, IN 46285, USA.
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19
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Johansen RF, Søndergaard E, Linnebjerg H, Garhyan P, Lam ECQ, Porksen N, Jacober SJ, Nielsen S. Attenuated suppression of lipolysis explains the increases in triglyceride secretion and concentration associated with basal insulin peglispro relative to insulin glargine treatment in patients with type 1 diabetes. Diabetes Obes Metab 2018; 20:419-426. [PMID: 28817248 DOI: 10.1111/dom.13087] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Revised: 08/04/2017] [Accepted: 08/12/2017] [Indexed: 01/11/2023]
Abstract
AIMS To test the hypothesis that, as well as lowering weight and increasing plasma triglyceride (TG) levels and hepatic fat compared with insulin glargine (GL) in patients with type 1 diabetes, the attenuated peripheral effects of basal insulin peglispro (BIL) may include increased free fatty acid flux to the liver, causing increased very-low-density lipoprotein (VLDL)-TG secretion and lipid oxidation, and decreased TG adipose tissue deposition. METHODS In this open-label, randomized, 2-period crossover study, 14 patients with type 1 diabetes received once-daily, individualized, stable BIL or GL doses for 3 weeks. Palmitate flux was assessed using [9,10-3 H]palmitate infusion. VLDL-TG secretion, clearance and oxidation rate were assessed using primed-constant infusion of ex vivo labelled [1-14 C]VLDL-TG, while VLDL-TG storage rate was assessed using [9,10-3 H]VLDL-TG bolus injection. RESULTS The VLDL-TG concentration and secretion rate, and palmitate flux were statistically significantly higher during BIL than during GL treatment (58%, 51% and 35%, respectively). The ratios of least squares (LS) geometric means for VLDL-TG clearance and oxidation were 0.92 (95% confidence interval [CI] 0.72, 1.17) and 1.31 (95% CI 0.91, 1.90), respectively. The difference in LS means for VLDL-TG storage rate was -0.36 (95% CI -0.83, 0.12). CONCLUSIONS BIL-treated patients had higher effective lipolysis, VLDL-TG secretion and VLDL-TG concentration compared with GL-treated patients, explaining the increased plasma TG concentrations reported previously. Data support attenuated effects of BIL on lipolysis, in addition to the recently described hepato-preferential glucodynamic effects.
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Affiliation(s)
- Rakel F Johansen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Esben Søndergaard
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Eric C Q Lam
- Formerly of Eli Lilly and Company, Singapore, Singapore
| | - Niels Porksen
- Formerly of Eli Lilly and Company, Indianapolis, Indiana
| | | | - Søren Nielsen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark
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Connelly MA, Otvos JD, Zhang Q, Zhang S, Antalis CJ, Chang AM, Hoogwerf BJ. Effects of hepato-preferential basal insulin peglispro on nuclear magnetic resonance biomarkers lipoprotein insulin resistance index and GlycA in patients with diabetes. Biomark Med 2018; 11:991-1001. [PMID: 29160108 DOI: 10.2217/bmm-2017-0112] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
AIM To characterize the effects of hepato-preferential basal insulin peglispro (BIL) and insulin glargine on insulin resistance (lipoprotein insulin resistance index [LP-IR]) and inflammation (GlycA), and to explore the biological implications. METHODS This substudy included 847 patients with Type 1 diabetes (T1D) or Type 2 diabetes (T2D) in four cohorts of the BIL development program. LP-IR and GlycA were measured before and after insulin treatment. Correlations between LP-IR, GlycA, clinical parameters and liver biomarkers were assessed. RESULTS LP-IR and GlycA were higher in T2D than T1D. LP-IR increased in patients switched from basal insulins to BIL but not in insulin-naive patients. GlycA decreased in T2D patients treated with BIL and T1D patients treated with glargine. CONCLUSION These exploratory analyses help to characterize differences in biological effects between BIL and glargine treatment.
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Affiliation(s)
| | - James D Otvos
- Laboratory Corporation of America Holdings, Morrisville, NC 27560, USA
| | - Qianyi Zhang
- Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Shuyu Zhang
- Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Caryl J Antalis
- Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Annette M Chang
- Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Byron J Hoogwerf
- Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
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Hirose T, Cai Z, Yeo KP, Imori M, Ohwaki K, Imaoka T. Open-label, randomized study comparing basal insulin peglispro and insulin glargine, in combination with oral antihyperglycemic medications, in insulin-naïve Asian patients with type 2 diabetes. J Diabetes Investig 2018; 9:100-107. [PMID: 28371567 PMCID: PMC5754544 DOI: 10.1111/jdi.12667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 03/15/2017] [Accepted: 03/23/2017] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION The present phase 3, randomized, open-label study compared the efficacy and safety of basal insulin peglispro with insulin glargine after 26 weeks of treatment when added to oral antihyperglycemic medications in insulin-naïve Asian patients with type 2 diabetes. MATERIALS AND METHODS The primary objective was to show non-inferiority of the change in glycated hemoglobin from baseline to 26 weeks. RESULTS At 26 weeks, insulin peglispro was non-inferior to glargine, meeting the primary objective. Patients receiving insulin peglispro (n = 192) showed a greater reduction in glycated hemoglobin from baseline compared with glargine (n = 196); -1.6 vs -1.4%, P = 0.005) and in fasting serum glucose (-61.2 vs -54.8 mg/dL, P = 0.02). A significantly higher proportion of patients receiving insulin peglispro achieved glycated hemoglobin <7% (57 vs 44%, P = 0.012). Insulin peglispro patients showed significantly less weight gain from baseline (1.1 vs 1.6 kg, P = 0.03). Relative rates (insulin peglispro/glargine) of total and nocturnal hypoglycemia through 26 weeks were 1.06 (P = 0.67) and 0.7 (P = 0.10), respectively. Significantly more insulin peglispro-treated patients experienced adverse events compared with glargine-treated patients (P = 0.042). Alanine aminotransferase and aspartate aminotransferase were significantly increased from baseline with insulin peglispro compared with glargine at week 26 (3.5 vs -4.6 IU/L and 2.8 vs -1.5 IU/L, respectively; P < 0.001). The incidence of injection site reactions was low and did not differ between the treatments. DISCUSSION Insulin peglispro provided better glycemic control vs glargine with no differences in hypoglycemia and increased aminotransferases in insulin-naïve Asian patients with type 2 diabetes.
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Qu Y, Luo J, Garhyan P, Antalis CJ, Chang AM, Jacober SJ. Dose Unit Establishment for a New Basal Insulin Using Joint Modeling of Insulin Dose and Glycemic Response. J Diabetes Sci Technol 2018; 12:155-162. [PMID: 28466661 PMCID: PMC5761965 DOI: 10.1177/1932296817707542] [Citation(s) in RCA: 3] [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] [Indexed: 11/16/2022]
Abstract
BACKGROUND For new insulin analogs with properties that vary from human insulin, defining activity in units of human insulin based on glycemic lowering efficacy may be challenging. Here we present a new method that can be used to quantify a unit dose of an experimental insulin when the traditional euglycemic clamp method is not adequate. METHODS Joint modeling of insulin dose and the glycemic outcome variable hemoglobin A1c (HbA1c), where both were response variables, was used to evaluate insulin unit potency for basal insulin peglispro (BIL). The data were from the Phase 3 program for BIL, which included greater than 5500 patients with type 1 or type 2 diabetes who were treated for 26 or 52 weeks with BIL or a comparator insulin. Both basal-bolus and basal insulin only studies were included, and some type 2 diabetes patients were insulin-naïve. RESULTS The analysis showed that 1 unit of BIL, composed of 9 nmol of active ingredient, had similar or slightly greater potency compared to 1 unit insulin glargine or NPH insulin for all populations. CONCLUSIONS Despite some limitations, the joint modeling of HbA1c and insulin dose provides a reasonable approach to estimate the relative potency of a new basal insulin versus an established basal insulin.
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Affiliation(s)
- Yongming Qu
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | | | | | - Scott J. Jacober
- Eli Lilly and Company, Indianapolis, IN, USA
- Scott J. Jacober, DO, Eli Lilly and Company, Lilly Corporate Center, Drop Code 2232, Indianapolis, IN 46285, USA.
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Sanyal A, Cusi K, Hartman ML, Zhang S, Bastyr EJ, Bue-Valleskey JM, Chang AM, Haupt A, Jacober SJ, Konrad RJ, Zhang Q, Hoogwerf BJ. Cytokeratin-18 and enhanced liver fibrosis scores in type 1 and type 2 diabetes and effects of two different insulins. J Investig Med 2017; 66:661-668. [PMID: 29167192 DOI: 10.1136/jim-2017-000609] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/23/2017] [Indexed: 02/07/2023]
Abstract
Data on cytokeratin-18 (K-18) and enhanced liver fibrosis (ELF) score in insulin-treated diabetes patients with non-alcoholic fatty liver disease (NAFLD) are limited. This study analyzed phase III data comparing basal insulin peglispro (BIL) and insulin glargine in type 1 (T1D), and type 2 diabetes (T2D) (insulin-naïve and insulin-treated). Alanine aminotransferase (ALT), K-18, ELF scores and liver fat content (LFC), measured by MRI, were obtained longitudinally. Baseline K-18 (U/L) was higher in T2D (range: 207‒247) than T1D (range: 148‒183), correlated with ALT in all populations (r (range) 0.264‒0.637, p<0.05), but with LFC only in T2D (r (range) 0.474‒0.586, p<0.05). K-18 increased significantly from baseline in BIL-treated, but not glargine-treated patients. Change from baseline (CFB) K-18 was significantly correlated with CFB in ALT in BIL-treated T2D populations. Baseline ELF scores were higher in T2D (range: 9.12‒9.20) than T1D (range: 8.24‒8.36), correlated with ALT in T1D only (0.209, p<0.05), and not correlated with LFC in any population. ELF scores increased significantly from baseline in BIL-treated but not glargine-treated patients. There were no correlations between CFB in LFC and ELF score at week 52 in any treatment group/population. In all BIL-treated populations, CFB in ALT and CFB in ELF score at week 52 were positively correlated. These data characterize associations of K-18 and ELF score with ALT and LFC in insulin-treated patients with T1D and T2D. Hepatopreferential insulins may be associated with increased K-18 and ELF scores but mechanisms and clinical significance are unknown. ClinicalTrials.gov identifiers are NCT01481779, NCT01435616, NCT01454284 and NCT01582451.
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Affiliation(s)
- Arun Sanyal
- Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, Florida, USA
| | - Mark L Hartman
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Shuyu Zhang
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Edward J Bastyr
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA.,Division of Endocrinology & Metabolism, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | - Annette M Chang
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Axel Haupt
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Scott J Jacober
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Robert J Konrad
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Qianyi Zhang
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Byron J Hoogwerf
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
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Pillai S, Duvvuru S, Bhatnagar P, Foster W, Farmen M, Shankar S, Harris C, Bastyr E, Hoogwerf B, Haupt A. The PNPLA3 I148M variant is associated with transaminase elevations in type 2 diabetes patients treated with basal insulin peglispro. THE PHARMACOGENOMICS JOURNAL 2017; 18:487-493. [DOI: 10.1038/tpj.2017.45] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 07/24/2017] [Accepted: 08/04/2017] [Indexed: 12/27/2022]
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25
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Cusi K, Sanyal AJ, Zhang S, Hartman ML, Bue-Valleskey JM, Hoogwerf BJ, Haupt A. Non-alcoholic fatty liver disease (NAFLD) prevalence and its metabolic associations in patients with type 1 diabetes and type 2 diabetes. Diabetes Obes Metab 2017; 19:1630-1634. [PMID: 28417532 DOI: 10.1111/dom.12973] [Citation(s) in RCA: 121] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 03/30/2017] [Accepted: 03/31/2017] [Indexed: 12/11/2022]
Abstract
We investigated non-alcoholic fatty liver disease (NAFLD) prevalence and its metabolic associations in patients with type 1 diabetes (T1D), and in insulin-naïve and insulin-treated patients with type 2 diabetes (T2D). Baseline data from patients who had liver fat content (LFC) evaluated by magnetic resonance imaging in four phase 3 studies of basal insulin peglispro (BIL) were analysed. Associations of NAFLD with clinical characteristics, glycaemic control and diabetes therapy were evaluated. The prevalence of NAFLD (defined as LFC ≥ 6%) was low in T1D (8.8%) but high in T2D, with greater prevalence in insulin-naïve (75.6%) vs insulin-treated (61.7%) T2D patients. LFC (mean ± SD) was higher in T2D patients (insulin-naïve, 13.0% ± 8.4%; insulin-treated, 10.2% ± 7.8%) than in T1D patients (3.2% ± 3.2%). In T2D, NAFLD was associated with several markers of insulin resistance. In all three populations, there was an absence of association of HbA1c with LFC, but insulin doses were higher in patients with NAFLD.
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Affiliation(s)
- Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, Florida
| | - Arun J Sanyal
- Virginia Commonwealth University Medical Center, Richmond, Virginia
| | - Shuyu Zhang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana
| | - Mark L Hartman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana
| | | | - Byron J Hoogwerf
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana
| | - Axel Haupt
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana
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Harris C, Forst T, Heise T, Plum-Mörschel L, Watkins E, Zhang Q, Fan L, Garhyan P, Porksen N. Hypoglycemia Risk Related to Double Dose Is Markedly Reduced with Basal Insulin Peglispro Versus Insulin Glargine in Patients with Type 2 Diabetes Mellitus in a Randomized Trial: IMAGINE 8. Diabetes Technol Ther 2017; 19:463-470. [PMID: 28817342 PMCID: PMC5567880 DOI: 10.1089/dia.2016.0414] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Basal insulin peglispro (BIL) has a peripheral-to-hepatic distribution of action that resembles endogenous insulin and a prolonged duration of action with a flat pharmacokinetic/pharmacodynamic profile at steady state, characteristics that tend to reduce hypoglycemia risk compared to insulin glargine (GL). The primary objective was to demonstrate that clinically significant hypoglycemia (blood glucose ≤54 mg/dL [3.0 mmol/L] or symptoms of severe hypoglycemia) occurred less frequently within 84 h after a double dose (DD) of BIL than a DD of GL. METHODS This was a randomized, double-blind, two-period crossover study in patients with type 2 diabetes (T2D) previously treated with insulin (N = 68). For the first 3 weeks of each of the two crossover periods, patients received an individualized dose of BIL or GL once nightly (stable dose for 2 weeks/period). Then, during a 7-day inpatient stay with frequent blood glucose monitoring and standardized meals, one DD of study insulin was given. Glucose was infused if blood glucose was ≤54 mg/dL (3.0 mmol/L) or for symptoms of severe hypoglycemia. RESULTS Within 84 h after the DD, a significantly smaller proportion of patients experienced clinically significant hypoglycemia with BIL compared to GL (BIL, 6.6%; GL, 35.5%; odds ratio for BIL/GL 0.13 [95% confidence interval 0.04-0.39]; P < 0.001). Adverse event profiles were similar for the two insulins. Serum alanine aminotransferase and triglyceride levels were significantly higher with BIL versus GL. CONCLUSIONS BIL has a markedly lower risk of hypoglycemia than GL when replicating a double-dose error in patients with T2D.
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Affiliation(s)
| | | | | | | | - Elaine Watkins
- Profil Institute for Clinical Research, Chula Vista, California, USA
- Pharmaceutical Product Development, Inc., Wilmington, North Carolina, USA
| | - Qianyi Zhang
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Ludi Fan
- Eli Lilly and Company, Indianapolis, Indiana, USA
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Orchard TJ, Cariou B, Connelly MA, Otvos JD, Zhang S, Antalis CJ, Ivanyi T, Hoogwerf BJ. The effects of basal insulin peglispro vs. insulin glargine on lipoprotein particles by NMR and liver fat content by MRI in patients with diabetes. Cardiovasc Diabetol 2017; 16:73. [PMID: 28587667 PMCID: PMC5461740 DOI: 10.1186/s12933-017-0555-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 05/26/2017] [Indexed: 12/23/2022] Open
Abstract
Background In Phase 2/3 studies of basal insulin peglispro (BIL) compared to insulin glargine, patients with type 1 or type 2 diabetes previously treated with insulin and randomized to BIL had an increase in serum triglycerides (TGs). To further understand lipoprotein changes, a lipid substudy which included liver fat content was designed to assess relationships among the measured variables for each diabetes cohort and compare the hepato-preferential insulin BIL to glargine. Methods In three cohorts of patients with diabetes (type 1, type 2 insulin naïve, and type 2 previously on insulin; n = 652), liver fat content (LFC) was determined by magnetic resonance imaging (MRI) and blood lipids were analyzed by nuclear magnetic resonance (NMR) spectroscopy at baseline, 26 and 52 weeks of treatment. Apolipoproteins, adiponectin, and other lipid parameters were also measured. Descriptive statistics were done, as well as correlation analyses to look for relationships among LFC and lipoproteins or other lipid measures. Results In patients with type 1 diabetes treated with BIL, but not glargine, small LDL and medium and large VLDL subclass concentrations increased from baseline. In patients with type 2 diabetes previously on insulin and treated with BIL, large VLDL concentration increased from baseline. In insulin naïve patients with type 2 diabetes treated with BIL, there were very few changes, while in those treated with glargine, small LDL and large VLDL decreased from baseline. Baseline LFC correlated significantly in one or more cohorts with baseline large VLDL, small LDL, VLDL size, and Apo C3. Changes in LFC by treatment showed generally weak correlations with lipoprotein changes, except for positive correlations with large VLDL and VLDL size. Adiponectin was higher in patients with type 1 diabetes compared to patients with type 2 diabetes, but decreased with treatment with both BIL and glargine. Conclusions The lipoprotein changes were in line with the observed changes in serum TGs; i.e., the cohorts experiencing increased TGs and LFC with BIL treatment had decreased LDL size and increased VLDL size. These data and analyses add to the currently available information on the metabolic effects of insulins in a very carefully characterized cohort of patients with diabetes. Clinicaltrials.gov registration numbers and dates NCT01481779 (2011), NCT01435616 (2011), NCT01454284 (2011), NCT01582451 (2012) Electronic supplementary material The online version of this article (doi:10.1186/s12933-017-0555-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Trevor J Orchard
- Department of Epidemiology, GSPH, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bertrand Cariou
- l'Institut du Thorax, CHU Nantes INSERM, CNRS, UNIV Nantes, Nantes, France
| | - Margery A Connelly
- LipoScience, Laboratory Corporation of America Holdings, Morrisville, NC, 27560, USA
| | - James D Otvos
- LipoScience, Laboratory Corporation of America Holdings, Morrisville, NC, 27560, USA
| | - Shuyu Zhang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Caryl J Antalis
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | | | - Byron J Hoogwerf
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
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Porksen N, Linnebjerg H, Garhyan P, Lam ECQ, Knadler MP, Jacober SJ, Hoevelmann U, Plum-Moerschel L, Watkins E, Gastaldelli A, Heise T. Novel hepato-preferential basal insulin peglispro (BIL) does not differentially affect insulin sensitivity compared with insulin glargine in patients with type 1 and type 2 diabetes. Diabetes Obes Metab 2017; 19:482-488. [PMID: 27888561 DOI: 10.1111/dom.12834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 11/22/2016] [Accepted: 11/22/2016] [Indexed: 11/26/2022]
Abstract
AIMS Basal insulin peglispro (BIL) is a novel PEGylated basal insulin with a flat pharmacokinetic and glucodynamic profile and reduced peripheral effects, which results in a hepato-preferential action. In Phase 3 trials, patients with T1DM treated with BIL had lower prandial insulin requirements, yet improved prandial glucose control, relative to insulin glargine (GL). We hypothesized that this may be because of an enhanced sensitivity to prandial insulin with BIL resulting from lower chronic peripheral insulin action. MATERIALS AND METHODS Two open-label, randomized, 2-period crossover clinical studies were conducted in 28 patients with T1DM and 24 patients with T2DM. In each study period, patients received once-daily, individualized, stable, subcutaneous doses of BIL or GL for 5 weeks before a euglycaemic 2-step hyperinsulinemic clamp procedure (with [6,6- 2 H2 ]-glucose in 12 of the patients with T1DM). M-values were derived from the clamp procedure for all patients, with rate of glucose appearance (Ra) and disappearance (Rd) and insulin sensitivity index (SI) determined from the clamps with [6,6- 2 H2 ]-glucose. RESULTS There were no statistically significant differences between BIL and GL in key measures of hepatic (% Ra suppression during the low-dose insulin infusion; 78.7% with BIL, 81.8% with GL) or peripheral (M-value and M/I during the high-dose insulin infusion, Rd and SI) insulin sensitivity in patients with T1DM or T2DM. CONCLUSIONS The need to reduce prandial insulin observed with BIL during phase 3 trials cannot be explained by the differential effects of BIL and GL on sensitivity to prandial insulin in either T1DM or T2DM.
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Affiliation(s)
- Niels Porksen
- Eli Lilly and Company, Departments of endocrinology, clinical pharmacology, PK/PD and drug disposition Indianapolis, Indiana
| | - Helle Linnebjerg
- Eli Lilly and Company, Departments of endocrinology, clinical pharmacology, PK/PD and drug disposition Indianapolis, Indiana
| | - Parag Garhyan
- Eli Lilly and Company, Departments of endocrinology, clinical pharmacology, PK/PD and drug disposition Indianapolis, Indiana
| | - Eric C Q Lam
- Lilly-NUS Centre for Clinical Pharmacology, Department of Statistics, Singapore, Singapore
| | - Mary P Knadler
- Eli Lilly and Company, Departments of endocrinology, clinical pharmacology, PK/PD and drug disposition Indianapolis, Indiana
| | - Scott J Jacober
- Eli Lilly and Company, Departments of endocrinology, clinical pharmacology, PK/PD and drug disposition Indianapolis, Indiana
| | | | | | - Elaine Watkins
- Profil Institute for Clinical Research, Chula Vista, California
| | - Amalia Gastaldelli
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council (CNR), Pisa, Italy
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Muñoz-Garach A, Molina-Vega M, Tinahones FJ. How Can a Good Idea Fail? Basal Insulin Peglispro [LY2605541] for the Treatment of Type 2 Diabetes. Diabetes Ther 2017; 8:9-22. [PMID: 27896568 PMCID: PMC5306113 DOI: 10.1007/s13300-016-0214-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Lack of control in diabetic patients has stimulated the development of new insulin analogues. One of these was basal insulin peglispro (BIL) or LY2605541; it had a large hydrodynamic size, flat pharmacokinetic profile, half life of 2-3 days and acted preferably in the liver. METHODS We reviewed the recent literature examining the pharmacokinetics, pharmacodynamics, efficacy and safety of BIL treatment in type 2 diabetes patients. RESULTS The pharmacodynamic and pharmacokinetic outline of BIL seemed to have an advantage over neutral protamine Hagedorn and glargine insulins. Recently, phase 3 studies suggested BIL was superior to glargine in reducing glucose levels in type 1 and type 2 diabetes patients in addition to causing less weight gain. It showed a different hypoglycaemia rate profile depending on the study population, with less nocturnal hypoglycaemia compared to glargine. Unfortunately, it caused higher transaminase and triglyceride levels, which led the company to discontinue development. The decision came after it had been analysed by the regulatory authorities and other external experts concerning the worse liver profile data from the IMAGINE trials. CONCLUSIONS BIL was an adequate basal insulin analogue with interesting specific properties. Unfortunately the disadvantages as shown in the lipid values and liver function tests led to its failure.
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Affiliation(s)
- Araceli Muñoz-Garach
- Department of Endocrinology and Nutrition, Virgen de la Victoria Universitary Hospital, Malaga, Spain
- Department of Endocrinology and Nutrition, IBIMA foundation, Malaga, Spain
| | - María Molina-Vega
- Department of Endocrinology and Nutrition, Virgen de la Victoria Universitary Hospital, Malaga, Spain
- Department of Endocrinology and Nutrition, IBIMA foundation, Malaga, Spain
| | - Francisco J Tinahones
- Department of Endocrinology and Nutrition, Virgen de la Victoria Universitary Hospital, Malaga, Spain.
- Department of Endocrinology and Nutrition, IBIMA foundation, Malaga, Spain.
- CIBER Fisiopatologia Obesidad y Nutricion (CIBEROBN), Instituto de Salud Carlos III, Malaga, Spain.
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Abstract
INTRODUCTION This manuscript describes 21 drug targets in the area of diabetes and related conditions that were discontinued in 2015. Areas covered: The material for this paper was obtained by contacting biopharmaceutical companies, reviewing their pipelines, press releases and annual reports. Additionally, the authors searched clinicaltrials.gov, PubMed and general Internet search engines. Majority of the compounds were in early stages of the development. Expert opinion: Business reasons for termination of the drug projects emerge more and more frequently over the years. Safety signals usually appear early in the development and are often associated with novel drugs. 2015 medicines with inadequate efficacy were unable to compete with existing approved members of the class they represented.
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Affiliation(s)
- Maka S Hedrington
- a Department of Medicine , University of Maryland School of Medicine , Baltimore , MD , USA
| | - Stephen N Davis
- a Department of Medicine , University of Maryland School of Medicine , Baltimore , MD , USA
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Blevins T, Pieber TR, Colón Vega G, Zhang S, Bastyr EJ, Chang AM. Randomized double-blind clinical trial comparing basal insulin peglispro and insulin glargine, in combination with prandial insulin lispro, in patients with type 2 diabetes: IMAGINE 4. Diabetes Obes Metab 2016; 18:1072-1080. [PMID: 27234693 PMCID: PMC5096023 DOI: 10.1111/dom.12696] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Revised: 05/23/2016] [Accepted: 05/24/2016] [Indexed: 12/18/2022]
Abstract
AIMS To evaluate the efficacy and safety of basal insulin peglispro (BIL) with those of insulin glargine, both in combination with prandial insulin lispro, in patients with type 2 diabetes (T2D). METHODS In this phase III, multicentre, double-blind, 26-week study, we randomized patients with T2D [glycated haemoglobin (HbA1c) ≥7 and <12%, on ≥1 insulin injections daily) to BIL (n = 691) or glargine (n = 678), in combination with lispro. RESULTS At week 26, the primary objective of non-inferiority of BIL versus glargine for HbA1c reduction was achieved (least squares mean difference -0.21%; 95% confidence interval -0.31 to -0.11%), with statistical superiority of BIL with multiplicity adjustment (p < 0.001). HbA1c at baseline was 8.4% versus 8.5% for BIL versus glargine and at 26 weeks it was 6.8% versus 7.0%. At 26 weeks, more patients reached HbA1c <7% with BIL than with glargine (63.3% vs 53.3%; p < 0.001), the nocturnal hypoglycaemia rate (≤3.9 mmol/l) was lower with BIL (0.51 vs 0.92 events/30 days; p < 0.001), but the daytime hypoglycaemia rate was higher with BIL (5.47 vs 4.53 events/30 days; p < 0.001). The total hypoglycaemia relative rate was 1.10 (p = 0.053). At 26 weeks, patients in the BIL group had lower fasting serum glucose levels, higher basal insulin dosing, with no statistically significant difference in prandial or total insulin dosing, reduced glucose variability and less weight gain (1.3 kg vs 2.2 kg) compared with the glargine group. The BIL group had higher mean triglyceride and aminotransferase levels. CONCLUSIONS In patients with T2D, BIL with insulin lispro provided greater improvement in glycaemic control with less nocturnal hypoglycaemia, lower glucose variability and less weight gain compared with glargine. The daytime hypoglycaemia rate and mean triglyceride and aminotransferase levels were higher with BIL.
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Affiliation(s)
- T Blevins
- Texas Diabetes and Endocrinology, Austin, TX, USA
| | - T R Pieber
- Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - G Colón Vega
- American Telemedicine Center, San Juan, Puerto Rico
| | - S Zhang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - E J Bastyr
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
- Division of Endocrinology and Metabolism, Indiana University School of Medicine, Indianapolis, IN, USA
| | - A M Chang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA.
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Takahara M, Shiraiwa T, Katakami N, Matsuoka TA, Shimomura I. Preference in time of insulin injection in type 2 diabetic patients treated with once-daily long-acting insulin analog. Diabetes Obes Metab 2016; 18:1098-1099. [PMID: 27502692 DOI: 10.1111/dom.12762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 08/04/2016] [Accepted: 08/05/2016] [Indexed: 11/28/2022]
Affiliation(s)
- M Takahara
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Suita City, Osaka, Japan
| | - T Shiraiwa
- Shiraiwa Medical Clinic, Kashiwara City, Osaka, Japan
| | - N Katakami
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita City, Osaka, Japan
| | - T A Matsuoka
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita City, Osaka, Japan
| | - I Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita City, Osaka, Japan
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Bergenstal RM, Lunt H, Franek E, Travert F, Mou J, Qu Y, Antalis CJ, Hartman ML, Rosilio M, Jacober SJ, Bastyr EJ. Randomized, double-blind clinical trial comparing basal insulin peglispro and insulin glargine, in combination with prandial insulin lispro, in patients with type 1 diabetes: IMAGINE 3. Diabetes Obes Metab 2016; 18:1081-1088. [PMID: 27265390 PMCID: PMC5096008 DOI: 10.1111/dom.12698] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 03/27/2016] [Accepted: 06/01/2016] [Indexed: 01/07/2023]
Abstract
AIMS To compare the efficacy and safety of basal insulin peglispro (BIL), which has a flat pharmacokinetic and pharmacodynamic profile and a long duration of action, with insulin glargine (GL) in patients with type 1 diabetes. MATERIALS AND METHODS In this phase III, 52-week, blinded study, we randomized 1114 adults with type 1 diabetes in a 3 : 2 distribution to receive either BIL (n = 664) or GL (n = 450) at bedtime, with preprandial insulin lispro, using intensive insulin management. The primary objective was to compare glycated haemoglobin (HbA1c) in the groups at 52 weeks, with a non-inferiority margin of 0.4%. RESULTS At 52 weeks, mean (standard error) HbA1c was 7.38 (0.03)% with BIL and 7.61 (0.04)% with GL {difference -0.22% [95% confidence interval (CI) -0.32, -0.12]; p < 0.001}. At 52 weeks more BIL-treated patients reached HbA1c <7% (35% vs 26%; p < 0.001), the nocturnal hypoglycaemia rate was 47% lower (p < 0.001) and the total hypoglycaemia rate was 11% higher (p = 0.002) than in GL-treated patients, and there was no difference in severe hypoglycaemia rate. Patients receiving BIL lost weight, while those receiving GL gained weight [difference -1.8 kg (95% CI -2.3, -1.3); p < 0.001]. Treatment with BIL compared with GL at 52 weeks was associated with greater increases from baseline in levels of serum triglyceride [difference 0.19 mmol/l (95% CI 0.11, 0.26); p < 0.001] and alanine aminotransferase (ALT) levels [difference 6.5 IU/l (95% CI 4.1, 8.9), p < 0.001], and more frequent injection site reactions. CONCLUSIONS In patients with type 1 diabetes, treatment with BIL compared with GL for 52 weeks resulted in a lower HbA1c, more patients with HbA1c levels <7%, and reduced nocturnal hypoglycaemia, but more total hypoglycaemia and injection site reactions and higher triglyceride and ALT levels.
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Affiliation(s)
| | - H Lunt
- Christchurch Hospital Diabetes Center, Christchurch, New Zealand
| | - E Franek
- Mossakowski Clinical Research Centre, Polish Academy of Science, Warsaw, Poland
| | - F Travert
- Hopital Bichat Claude Bernard, Paris, France
| | - J Mou
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Y Qu
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - C J Antalis
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - M L Hartman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - M Rosilio
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - S J Jacober
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - E J Bastyr
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA.
- Indiana University School of Medicine, Indianapolis, IN, USA.
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Ginsberg H, Cariou B, Orchard T, Chen L, Luo J, Bastyr EJ, Bue-Valleskey J, Chang AM, Ivanyi T, Jacober SJ, Hoogwerf BJ. Lipid changes during basal insulin peglispro, insulin glargine, or NPH treatment in six IMAGINE trials. Diabetes Obes Metab 2016; 18:1089-1092. [PMID: 27486125 DOI: 10.1111/dom.12754] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 07/25/2016] [Accepted: 07/27/2016] [Indexed: 01/05/2023]
Abstract
Basal insulin peglispro (BIL) is a novel basal insulin with hepato-preferential action resulting from reduced peripheral effects. This report provides an integrated summary of lipid changes at 26 weeks with BIL and comparator insulins (glargine, NPH) from phase III studies in type 1 diabetes (T1D), insulin-naïve patients with type 2 diabetes (T2D), patients with T2D on basal insulin only and patients with T2D on basal-bolus therapy. BIL treatment had little effect on HDL cholesterol and LDL cholesterol in all patients. The effect of both BIL and glargine treatment on triglycerides (TG) depended on whether patients had been previously treated with insulin. When BIL replaced conventional insulin glargine or NPH treatments, increases in TG levels were observed. When BIL or comparator insulins were given for 26 weeks to insulin-naïve patients with T2D, TG levels were unchanged from baseline with BIL but decreased with either glargine or NPH. The decreased peripheral action of BIL may reduce suppression of lipolysis in peripheral adipose tissue resulting in increased free fatty acid delivery to the liver and, hence, increased hepatic TG synthesis and secretion.
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Affiliation(s)
- Henry Ginsberg
- Irving Institute for Clinical and Translational Research, Columbia University, New York, New York, USA
| | - Bertrand Cariou
- Department of Endocrinology, L'Institut du Thorax, CHU Nantes, Nantes, France
| | - Trevor Orchard
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lei Chen
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Junxiang Luo
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Edward J Bastyr
- Eli Lilly and Company, Indianapolis, Indiana, USA
- Division of Endocrinology & Metabolism, Indiana University School of Medicine, Indianapolis, Indiana, USA
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Rosenstock J, Marre M, Qu Y, Zhang S, Bastyr EJ, Prince MJ, Chang AM. Reduced nocturnal hypoglycaemia with basal insulin peglispro compared with insulin glargine: pooled analyses of five randomized controlled trials. Diabetes Obes Metab 2016; 18:1093-1097. [PMID: 27484021 PMCID: PMC5096011 DOI: 10.1111/dom.12757] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Revised: 07/22/2016] [Accepted: 07/24/2016] [Indexed: 11/30/2022]
Abstract
Basal insulin peglispro (BIL) is a novel basal insulin with hepato-preferential action, resulting from reduced peripheral effects. This report summarizes hypoglycaemia data from five BIL phase III studies with insulin glargine as the comparator, including three double-blind trials. Prespecified pooled analyses (n = 4927) included: patients with type 2 diabetes (T2D) receiving basal insulin only, those with T2D on basal-bolus therapy, and those with type 1 diabetes (T1D). BIL treatment resulted in a 36-45% lower nocturnal hypoglycaemia rate compared with glargine, despite greater reduction in glycated haemoglobin (HbA1c) and higher basal insulin dosing. The total hypoglycaemia rate was similar in patients with T2D on basal treatment only, trended towards being higher (10%) in patients with T2D on basal-bolus treatment (p = .053), and was 15% higher (p < .001) with BIL versus glargine in patients with T1D, with more daytime hypoglycaemia in the T1D and T2D groups who were receiving basal-bolus therapy. In T1D, during the maintenance treatment period (26-52 weeks), the total hypoglycaemia rate was not significantly different. There were no differences in severe hypoglycaemia in the T1D or T2D pooled analyses. BIL versus glargine treatment resulted in greater HbA1c reduction with less nocturnal hypoglycaemia in all patient populations, higher daytime hypoglycaemia with basal-bolus therapy in the T1D and T2D groups, and an associated increase in total hypoglycaemia in the patients with T1D.
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Affiliation(s)
- Julio Rosenstock
- Dallas Diabetes and Endocrine Center at Medical City, Dallas, Texas, USA
| | - Michel Marre
- Department of Diabetology, Endocrinology and Nutrition, Hopital Bichat Claude Bernard, Paris, France
| | - Yongming Qu
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Shuyu Zhang
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Edward J Bastyr
- Eli Lilly and Company, Indianapolis, Indiana, USA
- Division of Endocrinology & Metabolism, Indiana University School of Medicine, Indianapolis, Indiana, USA
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Grunberger G, Chen L, Rodriguez A, Tinahones FJ, Jacober SJ, Bue-Valleskey J. A randomized clinical trial of basal insulin peglispro vs NPH in insulin-naïve patients with type 2 diabetes: the IMAGINE 6 trial. Diabetes Obes Metab 2016; 18 Suppl 2:34-42. [PMID: 27723225 DOI: 10.1111/dom.12743] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 07/11/2016] [Indexed: 12/18/2022]
Abstract
AIMS Basal insulin peglispro (BIL) has a longer duration of action than conventional insulin analogues and a hepato-preferential mechanism of action. This study assessed whether BIL was non-inferior to isophane insulin (NPH) in reducing HbA1c in insulin-naïve patients with type 2 diabetes, when added to pre-study oral anti-hyperglycaemic medications. MATERIALS AND METHODS This was a Phase 3, open-label, treat-to-target (TTT), randomized trial with a 2-week lead-in, 26-week treatment and a 4-week safety follow-up period. Patients were randomized to bedtime (pm) NPH, morning (am) BIL or pm BIL in a 1:1:1 ratio. RESULTS Six hundred and forty-one patients [NPH, n = 213; BIL, n = 428 (am, n = 213; pm, n = 215)] received study drug. BIL was non-inferior to NPH for HbA1c change from baseline at Week 26 with a between-treatment difference (95% confidence interval) of -0.37% (-0.50, -0.23%). HbA1c at baseline was 8.5%, and was lower in BIL- vs NPH-treated patients after 26 weeks of treatment (6.8% vs 7.1%; P < .001). More BIL-treated patients achieved HbA1c <7.0% and HbA1c <7.0% without nocturnal hypoglycaemia. Fasting serum glucose levels and nocturnal hypoglycaemia rates were lower in BIL-treated patients; total hypoglycaemia rates were similar. Treatment-emergent adverse events were similar between groups. Fasting triglycerides decreased from baseline in both groups and to a greater extent with NPH, but were not significantly different between groups at Week 26. Mean alanine aminotransferase (ALT) increased with BIL treatment, but there was no evidence of acute severe hepatotoxicity. CONCLUSIONS In this TTT study, BIL treatment showed clinically relevant improvements in glycaemic control and a significant reduction in nocturnal hypoglycaemia compared to NPH.
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Affiliation(s)
- G Grunberger
- Grunberger Diabetes Institute, Bloomfield Hills, Michigan
| | - L Chen
- Eli Lilly and Company, Indianapolis, Indiana
| | | | | | - S J Jacober
- Eli Lilly and Company, Indianapolis, Indiana
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Jacober SJ, Prince MJ, Beals JM, Hartman ML, Qu Y, Linnebjerg H, Garhyan P, Haupt A. Basal insulin peglispro: Overview of a novel long-acting insulin with reduced peripheral effect resulting in a hepato-preferential action. Diabetes Obes Metab 2016; 18 Suppl 2:3-16. [PMID: 27723228 DOI: 10.1111/dom.12744] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 07/12/2016] [Indexed: 01/04/2023]
Abstract
Basal insulin peglispro (BIL) is a novel basal insulin with a flat, prolonged activity profile. BIL has been demonstrated in a dog model, in healthy men and in patients with type 1 diabetes (T1D) to have significant hepato-preferential action resulting from reduced peripheral activity. In the IMAGINE-Phase 3 clinical trial program, more than 6000 patients were included, of whom ~3900 received BIL. Of the 7 pivotal IMAGINE trials, 3 studies were double-blinded and 3 were in T1D patients. BIL consistently demonstrated a greater HbA1c reduction, less glycaemic variability and a clinically relevant reduction in the rates of nocturnal hypoglycaemia across comparator [glargine and isophane insulin (NPH)] studies. Trials using basal/bolus regimens had higher rates of total hypoglycaemia with BIL due to higher rates of daytime hypoglycaemia. Severe hypoglycaemia rates were similar to comparator among both patients with T1D or type 2 diabetes (T2D). T1D patients lost weight compared with glargine (GL). Patients with T2D tended to gain less weight with BIL than with glargine. Compared to glargine, BIL was associated with higher liver fat, triglycerides and alanine aminotransferase (ALT) levels, including a higher frequency of elevation of ALT ≥3 times the upper limit of normal, but without severe, acute drug-induced liver injury. Injection site reactions, primarily lipohypertrophy, were more frequent with BIL. In conclusion, BIL demonstrated better glycaemic control with reduced glucose variability and nocturnal hypoglycaemia but higher triglycerides, ALT and liver fat relative to conventional comparator insulin. The hepato-preferential action of BIL with reduced peripheral activity may account for these findings.
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Affiliation(s)
- S J Jacober
- Eli Lilly and Company, Indianapolis, Indiana.
| | - M J Prince
- Eli Lilly and Company, Indianapolis, Indiana
| | - J M Beals
- Eli Lilly and Company, Indianapolis, Indiana
| | - M L Hartman
- Eli Lilly and Company, Indianapolis, Indiana
| | - Y Qu
- Eli Lilly and Company, Indianapolis, Indiana
| | | | - P Garhyan
- Eli Lilly and Company, Indianapolis, Indiana
| | - A Haupt
- Eli Lilly and Company, Indianapolis, Indiana
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Cusi K, Sanyal AJ, Zhang S, Hoogwerf BJ, Chang AM, Jacober SJ, Bue-Valleskey JM, Higdon AN, Bastyr EJ, Haupt A, Hartman ML. Different effects of basal insulin peglispro and insulin glargine on liver enzymes and liver fat content in patients with type 1 and type 2 diabetes. Diabetes Obes Metab 2016; 18 Suppl 2:50-58. [PMID: 27723227 DOI: 10.1111/dom.12751] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 07/20/2016] [Indexed: 12/15/2022]
Abstract
AIMS To compare effects of basal insulin peglispro (BIL), a hepatopreferential insulin, to insulin glargine (glargine) on aminotransferases and liver fat content (LFC) in patients with type 1 and type 2 diabetes (T1D, T2D). MATERIALS AND METHODS Data from two Phase 2 and five Phase 3 randomized trials comparing BIL and glargine in 1709 T1D and 3662 T2D patients were integrated for analysis of liver laboratory tests. LFC, measured by magnetic resonance imaging (MRI) at baseline, 26 and 52 weeks, was analyzed in 182 T1D patients, 176 insulin-naïve T2D patients and 163 T2D patients previously treated with basal insulin. RESULTS Alanine aminotransferase (ALT) increased in patients treated with BIL, was higher than in glargine-treated patients at 4-78 weeks (difference at 52 weeks in both T1D and T2D: 7 international units/litre (IU/L), P < .001), and decreased after discontinuation of BIL. More BIL patients had ALT ≥3× upper limit of normal (ULN) than glargine. No patient had ALT ≥3× ULN with bilirubin ≥2× ULN that was considered causally related to BIL. In insulin-naїve T2D patients, LFC decreased with glargine but was unchanged with BIL. In T1D and T2D patients previously treated with basal insulin, LFC was unchanged with glargine but increased with BIL. In all three populations, LFC was higher after treatment with BIL vs glargine (difference at 52 weeks: 2.2% to 5.3%, all P < .01). CONCLUSIONS Compared to glargine, patients treated with BIL had higher ALT and LFC at 52-78 weeks. No severe drug-induced liver injury was apparent with BIL treatment for up to 78 weeks.
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Affiliation(s)
- K Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida College of Medicine, Gainesville, FL, USA
| | - A J Sanyal
- Division of Gastroenterology and Hepatology, Department of Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - S Zhang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - B J Hoogwerf
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - A M Chang
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - S J Jacober
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - J M Bue-Valleskey
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - A N Higdon
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - E J Bastyr
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - A Haupt
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - M L Hartman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA.
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Mudaliar S, Henry RR, Ciaraldi TP, Armstrong DA, Burke PM, Pettus JH, Garhyan P, Choi SL, Knadler MP, Lam ECQ, Prince MJ, Bose N, Porksen NK, Sinha VP, Linnebjerg H, Jacober SJ. Reduced peripheral activity leading to hepato-preferential action of basal insulin peglispro compared with insulin glargine in patients with type 1 diabetes. Diabetes Obes Metab 2016; 18 Suppl 2:17-24. [PMID: 27723226 DOI: 10.1111/dom.12753] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 07/27/2016] [Indexed: 01/05/2023]
Abstract
AIMS Basal insulin peglispro (BIL), a novel PEGylated basal insulin with a large hydrodynamic size, has a delayed absorption and reduced clearance that prolongs the duration of action. The current study compared the effects of BIL and insulin glargine (GL) on endogenous glucose production (EGP), glucose disposal rate (GDR) and lipolysis in patients with type 1 diabetes. MATERIALS AND METHODS This was a randomized, open-label, four-period, crossover study. Patients received intravenous infusions of BIL and GL, each at two dose levels selected for partial and maximal suppression of EGP, during an 8 to 10 h euglycemic clamp procedure with d-[3-3 H] glucose. RESULTS Following correction for equivalent human insulin concentrations (EHIC), low-dose GL infusion resulted in similar EGP at the end of the clamp compared to low-dose BIL infusion (GL/BIL ratio of 1.03) but a higher GDR (GL/BIL ratio of 2.42), indicating similar hepatic activity but attenuated peripheral activity of BIL. Consistent with this, the EHIC-corrected GDR/EGP at the end of the clamp was 1.72-fold greater for GL than BIL following low-dose administration. At the lower dose of BIL and GL (concentrations in the therapeutic range), BIL produced less suppression of lipolysis compared with GL as indicated by free fatty acid and glycerol levels at the end of the clamp. CONCLUSIONS Compared with GL, BIL restored the hepato-peripheral insulin action gradient seen in normal physiology via its peripherally restricted action on target tissues related to carbohydrate and lipid metabolism.
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Affiliation(s)
- S Mudaliar
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, CA, USA
| | - R R Henry
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, CA, USA
| | - T P Ciaraldi
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, CA, USA
| | - D A Armstrong
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - P M Burke
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - J H Pettus
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, CA, USA
| | - P Garhyan
- Eli Lilly and Company, Indianapolis, IN, USA
| | - S L Choi
- Eli Lilly and Company, Singapore, Singapore
| | - M P Knadler
- Eli Lilly and Company, Indianapolis, IN, USA
| | - E C Q Lam
- Eli Lilly and Company, Singapore, Singapore
| | - M J Prince
- Eli Lilly and Company, Indianapolis, IN, USA
| | - N Bose
- Department of Medicine, Division of Endocrinology and Metabolism, University of California, San Diego, CA, USA
| | - N K Porksen
- Eli Lilly and Company, Indianapolis, IN, USA
| | - V P Sinha
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | - S J Jacober
- Eli Lilly and Company, Indianapolis, IN, USA.
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Garg S, Dreyer M, Jinnouchi H, Mou J, Qu Y, Hartman ML, Rosilio M, Jacober SJ, Bastyr EJ. A randomized clinical trial comparing basal insulin peglispro and insulin glargine, in combination with prandial insulin lispro, in patients with type 1 diabetes: IMAGINE 1. Diabetes Obes Metab 2016; 18 Suppl 2:25-33. [PMID: 27393697 DOI: 10.1111/dom.12738] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 06/29/2016] [Indexed: 12/28/2022]
Abstract
AIMS The primary objective was to demonstrate that basal insulin peglispro (BIL) was non-inferior compared with insulin glargine (GL) for haemoglobin A1c (HbA1c) at 26 weeks with a non-inferiority margin of 0.4%. MATERIALS AND METHODS IMAGINE 1 was a Phase 3, open-label, parallel-arm study conducted in nine countries. Adults with type 1 diabetes (n = 455) were randomized (2:1) to bedtime BIL or GL in combination with prandial insulin lispro for 78 weeks, with a primary endpoint of 26 weeks. An electronic diary facilitated data capture and insulin dosing calculations for intensive insulin management. RESULTS At 26 weeks, mean HbA1c was 7.06% ± 0.04% and 7.43% ± 0.06% for patients assigned to BIL (N = 295) and GL (N = 160), respectively (difference -0.37% [95% CI: -0.50 to -0.23], P < .001); more patients on BIL achieved HbA1c <7% (44.9% vs 27.5%, P < .001). Compared with GL, patients using BIL lost weight, with lower fasting serum glucose and between-day fasting blood glucose variability, and 36% less nocturnal hypoglycemia, 29% more total hypoglycemia and more severe hypoglycemia. Total and prandial insulin doses were lower with BIL; basal insulin doses were higher. Alanine aminotransferase increased with BIL, with more patients having elevations ≥3 × ULN. BIL treatment was associated with more frequent injection site reactions and an increase from baseline in serum triglycerides. CONCLUSIONS In patients with type 1 diabetes, treatment with BIL compared to GL for 26 weeks was associated with lower HbA1c, less nocturnal hypoglycemia, lower glucose variability and weight loss. Increases in total and severe hypoglycemia, triglycerides, aminotransferases and injection site reactions were also noted.
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Affiliation(s)
- S Garg
- Barbara Davis Center for Diabetes, University of Colorado Health Sciences Center, Aurora, USA.
| | - M Dreyer
- Wuxi Mingci Cardiovascular Hospital, Wuxi, China
| | - H Jinnouchi
- Diabetes Care Center, Jinnouchi Hospital, Kumamoto, Japan
| | - J Mou
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Y Qu
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - M L Hartman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - M Rosilio
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - S J Jacober
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - E J Bastyr
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
- Division of Endocrinology and Metabolism, Indiana University School of Medicine, Indianapolis, USA
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Garg S, Selam JL, Bhargava A, Schloot N, Luo J, Zhang Q, Jacobson JG, Hoogwerf BJ. Similar HbA1c reduction and hypoglycaemia with variable- vs fixed-time dosing of basal insulin peglispro in type 1 diabetes: IMAGINE 7 study. Diabetes Obes Metab 2016; 18 Suppl 2:43-49. [PMID: 27393722 DOI: 10.1111/dom.12740] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Accepted: 07/03/2016] [Indexed: 11/26/2022]
Abstract
AIMS To compare 24-hour fixed-time basal insulin peglispro (BIL) dosing with 8- to 40-hour variable-time BIL dosing for glycaemic control and safety in patients with type 1 diabetes. Primary outcome was non-inferiority of BIL variable-time dosing compared with fixed-time dosing for glycated haemoglobin (HbA1c) change after 12-week treatment (margin = 0.4%). MATERIALS AND METHODS This Phase 3, open-label, randomized, cross-over study (N = 212) was conducted at 20 centres in the United States. During the 12-week lead-in phase, patients received BIL daily at fixed-times. Two 12-week randomized cross-over treatment phases followed, where patients received BIL dosed at either fixed- or variable-times. During the 4-week safety follow-up, patients received conventional insulins. RESULTS During the lead-in period, least-squares mean HbA1c decreased from 7.5% to 6.8%. For BIL, variable-time dosing was non-inferior to fixed-time dosing for HbA1c change [least-squares mean difference = 0.06%, 95% confidence interval (-0.01, 0.13)]. In both regimens, HbA1c increased slightly during the cross-over periods, but remained significantly below baseline. Variable- and fixed-time dosing regimens had similar rates of total hypoglycaemia (10.4 ± 0.62 and 10.5 ± 0.67 events/patient/30 days, P = .947) and nocturnal hypoglycaemia (1.3 ± 0.11 and 1.5 ± 0.13 events/patient/30days, P = .060). Comparable proportions of patients achieved HbA1c < 7.0% with variable- [91 (54.5%)] and fixed-time dosing [101 (60.5%)]. CONCLUSIONS Treatment with BIL allows patients to use flexible dosing intervals from 8 to 40 hours. Glycaemic efficacy (HbA1c), glycaemic variability and hypoglycaemia are similar to fixed-time dosing, suggesting that BIL could potentially provide flexibility in dosing for patients who miss their daily basal insulin.
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Affiliation(s)
- S Garg
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora
| | - J-L Selam
- Diabetes Research Center, Tustin, California
| | - A Bhargava
- Iowa Diabetes and Endocrinology Research Center, Des Moines, Iowa
| | - N Schloot
- Lilly Deutschland GmbH, Bad Homburg, Germany
| | - J Luo
- Eli Lilly and Company, Indianapolis, Indiana
| | - Q Zhang
- Eli Lilly and Company, Indianapolis, Indiana
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