Background: Second-generation long-acting insulin glargine 300 U/mL (Gla-300) and degludec 100 U/mL (Deg-100) provide novel basal insulin therapies for the treatment of type 1 diabetes (T1D). Both offer a flatter pharmacokinetic (PK) profile than the previous generation of long-acting insulins, thus improving glycemic control while reducing hypoglycemic events. This work describes an in silico head-to-head comparison of the two basal insulins on 24-h glucose profiles and was used to guide the design of a clinical trial. Materials and Methods: The Universities of Virginia (UVA)/Padova T1D simulator describes the intra-/interday variability of glucose-insulin dynamics and thus provides a robust bench-test for assessing glucose control for basal insulin therapies. A PK model describing subcutaneous absorption of Deg-100, in addition to the one already available for Gla-300, has been developed based on T1D clinical data and incorporated into the simulator. One hundred in silico T1D subjects received a basal insulin dose (Gla-300 or Deg-100) for 12 weeks (8 weeks uptitration, 4 weeks stable dosing) by morning or evening administration in a basal/bolus regimen. The virtual patients were uptitrated to their individual doses with two different titration rules. Results: The last 2-week simulated continuous glucose monitoring data were used to calculate various outcome metrics for both basal insulin treatments, with primary outcome being the percent time in glucose target (70-140 mg/dL). The simulations show no statistically significant difference for Gla-300 versus Deg-100 in the main endpoints. Conclusions: This work suggests comparable glucose control using either Gla-300 or Deg-100 and was used to guide the design of a clinical trial intended to compare second-generation long-acting insulin analogues.
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Univ Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Saini, N. K.
Wasik, B.
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Univ Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Wasik, B.
Pires, J.
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Univ Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Pires, J.
Leale, D. M.
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Univ Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Leale, D. M.
Quach, N.
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Univ Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Quach, N.
Culp, W. T. N.
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Univ Calif Davis, Dept Vet Surg & Radiol Sci, 1 Shields Ave, Davis, CA 95616 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Culp, W. T. N.
Samms, R. J.
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Elanco Anim Hlth, 2500 Innovat Way, Greenfield, IN 46140 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Samms, R. J.
Johnson, A. E.
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Elanco Anim Hlth, 2500 Innovat Way, Greenfield, IN 46140 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Johnson, A. E.
Owens, J. G.
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Elanco Anim Hlth, 2500 Innovat Way, Greenfield, IN 46140 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Owens, J. G.
Gilor, C.
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Univ Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA
Univ Florida, Dept Small Anim Clin Sci, 2560 SE 16th Ave, Gainesville, FL 32610 USAUniv Calif Davis, Dept Vet Med & Epidemiol, 1 Shields Ave, Davis, CA 95616 USA