Systems Biology Approach of Understanding Insulin Resistance: Linkage between Type 2 Diabetes and Alzheimer's Disease
Osbert Bryan Villasis, Daniel Stanley TaniD, Eduardo MendozaiD, Angelyn R. LaoiD
Abstract
Insulin resistance (IR) is a physiological condition in which cells in the body become resistant to insulin. It is a known risk factor associated to type 2 diabetes (T2D). Recently, the idea that IR plays an important role in the progression of Alzheimers disease (AD) has been gaining a lot of attention. Comparing the components of the insulin signalling pathway in relation to T2D and AD, there seems to be a lot of commonality. However, on what role IR plays in linking T2D and AD remains unknown. Through systems biology approach, we extended an existing mathematical model (i.e. ODE based) to study and understand the role IR plays in linking T2D and AD. The simulations, together with the experimental data collected from the literature, show that the common components in T2D and AD express the same dynamical behaviors. This result provides the bases for further modelling of the insulin signaling pathway in determining the link between T2D and AD.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Metabolites associated with type 2 diabetes and Alzheimer's disease trigger differential intracellular signaling responses in mouse primary neurons
Brendan K. Ball, Madison K. Kuhn, … Douglas K. Brubaker·Brain ResearchPeer-reviewed·Jul 4, 2025
- A multi-scale in silico mouse model for insulin resistance and humanoid type 2 diabetes
Christian Simonsson, William Lövfors, … Gunnar Cedersund·bioRxiv·May 19, 2021
- Cross-disease modeling of peripheral blood identifies biomarkers of type 2 diabetes predictive of Alzheimer's disease
Brendan K. Ball, Jee Hyun Park, … Douglas K. Brubaker·npj Systems Biology and ApplicationsPeer-reviewed·May 29, 2025
- Insulin resistance compromises midbrain organoid neural activity and metabolic efficiency predisposing to Parkinsons disease pathology
Alise Žagare, Jānis Kurlovičs, … Jens Christian Schwamborn·bioRxiv·May 3, 2024
- Type 2 Diabetes: One Disease, Many Pathways
A. Sherman, J. Ha·bioRxiv·Jul 1, 2020
- Insulin signal transduction is impaired in the type 2 diabetic retina
Y. Jiang, L. Liu, … J. J. Steinle·bioRxiv·Nov 26, 2019