A mechanistic modeling platform of SGLT2 inhibition: Implications for type 1 diabetes.
Victor SokolovTatiana YakovlevaLeonid A StolbovRobert C PenlandDavid BoultonJoanna ParkinsonWeifeng TangPublished in: CPT: pharmacometrics & systems pharmacology (2023)
Type 1 diabetes mellitus (T1DM) is an autoimmune disease characterized by abnormally high blood glucose concentrations due to dysfunction of the insulin-producing beta-cells in the pancreas. Dapagliflozin, an inhibitor of renal glucose reabsorption, has the potential to improve often suboptimal glycemic control in patients with T1DM through insulin-independent mechanisms and to partially mitigate the adverse effects associated with long-term insulin administration. In this work, we have adapted a systems pharmacology model of type 2 diabetes mellitus to describe the T1DM condition and characterize the effect of dapagliflozin on short- and long-term glycemic markers under various treatment scenarios. The developed platform serves as a quantitative tool for the in silico evaluation of the insulin-glucose-dapagliflozin crosstalk, optimization of the treatment regimens, and it can be further expanded to include additional therapies or other aspects of the disease.
Keyphrases
- glycemic control
- blood glucose
- type diabetes
- weight loss
- insulin resistance
- high throughput
- multiple sclerosis
- climate change
- adipose tissue
- oxidative stress
- high resolution
- blood pressure
- metabolic syndrome
- cell death
- cell proliferation
- combination therapy
- signaling pathway
- molecular dynamics simulations
- cardiovascular risk factors