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      A Model-Informed Drug Development (MIDD) Approach for a Low Dose of Empagliflozin in Patients with Type 1 Diabetes

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          Abstract

          In clinical trials, sodium-glucose co-transporter (SGLT) inhibitor use as adjunct to insulin therapy in type 1 diabetes (T1D) provides glucometabolic benefits while diabetic ketoacidosis risk is increased. The SGLT2 inhibitor empagliflozin was evaluated in two phase III trials: EASE-2 and EASE-3. A low, 2.5-mg dose was included in EASE-3 only. As the efficacy of higher empagliflozin doses (i.e., 10 and 25 mg) in T1D has been established in EASE-2 and EASE-3, a modeling and simulation approach was used to generate additional supportive evidence on efficacy for the 2.5-mg dose. We present the methodology behind the development and validation of two modeling and simulation frameworks: M-EASE-1, a semi-mechanistic model integrating information on insulin, glucose, and glycated hemoglobin; and M-EASE-2, a descriptive model informed by prior information. Both models were developed independently of data from EASE-3. Simulations based on these models assessed efficacy in untested clinical trial scenarios. In this manner, the models provide supportive evidence for efficacy of low-dose empagliflozin 2.5 mg in patients with T1D, illustrating how pharmacometric analyses can support efficacy assessments in the context of limited data.

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          Estimated life expectancy in a Scottish cohort with type 1 diabetes, 2008-2010.

          Type 1 diabetes has historically been associated with a significant reduction in life expectancy. Major advances in treatment of type 1 diabetes have occurred in the past 3 decades. Contemporary estimates of the effect of type 1 diabetes on life expectancy are needed.
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            Efficacy and safety of dapagliflozin in patients with inadequately controlled type 1 diabetes (DEPICT-1): 24 week results from a multicentre, double-blind, phase 3, randomised controlled trial

            Dapagliflozin is a sodium-glucose cotransporter-2 inhibitor approved for the treatment of type 2 diabetes. We aimed to assess the efficacy and safety of dapagliflozin as an add-on to adjustable insulin in patients with inadequately controlled type 1 diabetes.
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              Efficacy and Safety of Canagliflozin, a Sodium-Glucose Cotransporter 2 Inhibitor, as Add-on to Insulin in Patients With Type 1 Diabetes.

              This study assessed the efficacy and safety of canagliflozin, a sodium-glucose cotransporter 2 inhibitor, as add-on to insulin in adults with type 1 diabetes.
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                Author and article information

                Contributors
                Role: Academic Editor
                Role: Academic Editor
                Journal
                Pharmaceutics
                Pharmaceutics
                pharmaceutics
                Pharmaceutics
                MDPI
                1999-4923
                02 April 2021
                April 2021
                : 13
                : 4
                : 485
                Affiliations
                [1 ]Metrum Research Group, Tariffville, CT 06081, USA; curtisj@ 123456metrumrg.com (C.K.J.); renae@ 123456metrumrg.com (R.J.E.-B.); ahmede@ 123456metrumrg.com (A.E.); mattr@ 123456metrumrg.com (M.M.R.)
                [2 ]Boehringer Ingelheim International GmbH, 55216 Ingelheim, Germany; valerie.nock@ 123456boehringer-ingelheim.com
                [3 ]Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT 06877, USA; jan.marquard@ 123456boehringer-ingelheim.com (J.M.); nima.soleymanlou@ 123456boehringer-ingelheim.com (N.S.)
                Author notes
                Author information
                https://orcid.org/0000-0002-2412-4986
                https://orcid.org/0000-0001-7234-6447
                https://orcid.org/0000-0001-5542-6058
                Article
                pharmaceutics-13-00485
                10.3390/pharmaceutics13040485
                8066500
                33918261
                327e86d1-8421-4d0f-93cc-665728f657c7
                © 2021 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( https://creativecommons.org/licenses/by/4.0/).

                History
                : 25 February 2021
                : 29 March 2021
                Categories
                Article

                bayesian modeling,clinical trial simulations,sglt2 inhibitor,supportive evidence,type 1 diabetes

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