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Updated: Jun 30, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
In Silico Discovery of mTOR Inhibitors as Potential Therapeutics for Feline Hypertrophic Cardiomyopathy
Jie Gao1,2, Ming Li2, Rong Xiang3
1College of Veterinary Medicine, Qingdao Agricultural University, Qingdao, 266109, China.
Context:
Feline Hypertrophic Cardiomyopathy (HCM) is a significant health issue, with a current prevalence of 14.7% in cats. The mammalian target of rapamycin (mTOR) is an atypical serine/threonine protein kinase system that also participates in the control of structural and functional remodeling of the heart in relation to haemodynamic stress and non-hemodynamic stimuli. Here, we sought to discover candidate feline-specific inhibitors of mTOR for the treatment of HCM using an integrated computational pipeline combining homology modeling, virtual screening, and molecular dynamics simulations. Using this pipeline, we screened the DrugBank database and identified 17 candidate compounds that bind significantly better than rapamycin, serving as a control mTOR inhibitor. Both molecular dynamics (MD) simulation and MM/PBSA calculations indicated that the screened compound, dihydro-alpha-ergocryptine, exhibited a higher binding affinity and stability with feline mTOR compared to rapamycin. Moreover, ADMET analysis further demonstrated that the compound had good drug-like properties.
Methods:
Homologous models of feline mTOR were built using publicly available software MODELLER (version 10.5) and the SWISS-MODEL webserver. Homologous templates were used to predict the active binding sites. Structure-based virtual screening of high-affinity small molecule compounds from the DrugBank database was carried out using AutoDock Vina (version 1.2.0). Molecular dynamics (MD) simulations were performed using the GROMACS software version 2021.4. The CHARMM36 all-atom force field parameterised the protein, and the ligand's parameters were taken from the GAFF force field. The simulations were equilibrated under NVT and NPT conditions. During trajectory analysis (RMSD, RMSF, radius of gyration, SASA and hydrogen bonding), the complex stability was evaluated to identify the best potential mTOR inhibitor candidates using OriginPro (version 2024).
Insights
Researchers identified dihydro-alpha-ergocryptine as a potential feline-specific mTOR inhibitor for treating feline hypertrophic cardiomyopathy (HCM). This compound shows improved binding affinity and stability compared to rapamycin, with promising drug-like properties.
Area of Science:
- Cardiology
- Pharmacology
- Computational Biology
Background:
- Feline hypertrophic cardiomyopathy (HCM) affects 14.7% of cats.
- Mammalian target of rapamycin (mTOR) pathway is implicated in cardiac remodeling due to stress.
- Developing feline-specific mTOR inhibitors is crucial for HCM treatment.
Purpose of the Study:
- To discover novel feline-specific mTOR inhibitors for HCM treatment.
- To utilize an integrated computational approach for drug discovery.
- To identify compounds with superior binding affinity and drug-like properties compared to rapamycin.
Main Methods:
- Homology modeling and virtual screening of the DrugBank database.
- Structure-based virtual screening using AutoDock Vina.
- Molecular dynamics simulations and MM/PBSA calculations with GROMACS.
- ADMET analysis for drug-like properties assessment.
Main Results:
- 17 candidate compounds showed better binding to feline mTOR than rapamycin.
- Dihydro-alpha-ergocryptine exhibited higher binding affinity and stability with feline mTOR.
- ADMET analysis confirmed good drug-like properties for dihydro-alpha-ergocryptine.
Conclusions:
- Dihydro-alpha-ergocryptine is a promising candidate for feline HCM therapy.
- Computational methods are effective for identifying feline-specific drug candidates.
- Further in vivo studies are warranted to validate dihydro-alpha-ergocryptine efficacy.
