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Lignin-Derived Oligomers as Promising mTOR Inhibitors: Insights from Dynamics Simulations
Sofia Gabellone1, Giovanni Carotenuto2, Manuel Arcieri3
1IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori"-IRST Srl, 47014 Meldola, Italy.
Abstract:
The mammalian target of rapamycin pathway, mTOR, is a crucial signaling pathway that regulates cell growth, proliferation, metabolism, and survival. Due to its dysregulation it is involved in several ailments such as cancer or age-related diseases. The discovery of mTOR and the understanding of its biological functions were greatly facilitated by the use of rapamycin, an antibiotic of natural origin, which allosterically inhibits mTORC1, effectively blocking its function. In this entirely computational study, we investigated mTOR's interaction with seven ligands: two clinically established inhibitors (everolimus and rapamycin) and five lignin-derived oligomers, a renewable natural polyphenol recently used for the drug delivery of everolimus. The seven complexes were analyzed through all-atom molecular dynamics simulations in explicit solvent using a high-performance computing platform. Trajectory analyses revealed stable interactions between mTOR and all ligands, with lignin-derived compounds showing comparable or enhanced binding stability relative to reference drugs. To evaluate the stability of the molecular complex and the behavior of the ligand over time, we analyzed key parameters including root mean square deviation, root mean square fluctuation, number of hydrogen bonds, binding free energy, and conformational dynamics assessed through principal component analysis. Our results suggest that lignin fragments are a promising, sustainable scaffold for developing novel mTOR inhibitors.
Insights
This study explored how lignin fragments interact with the mTOR pathway, a key regulator of cell functions. Lignin compounds show stable binding to mTOR, suggesting potential as sustainable drug development scaffolds.
Area of Science:
- Biochemistry
- Computational Biology
- Drug Discovery
Background:
- The mammalian target of rapamycin (mTOR) pathway regulates critical cellular processes like growth and metabolism.
- Dysregulation of mTOR is implicated in diseases such as cancer and age-related conditions.
- Rapamycin, a natural antibiotic, is a key inhibitor of mTORC1, facilitating its study.
Purpose of the Study:
- To computationally investigate the interaction of mTOR with established inhibitors and novel lignin-derived oligomers.
- To assess the binding stability and dynamics of mTOR-ligand complexes using molecular simulations.
Main Methods:
- All-atom molecular dynamics simulations in explicit solvent.
- Analysis of root mean square deviation, root mean square fluctuation, hydrogen bonds, binding free energy, and principal component analysis.
- Utilized a high-performance computing platform for extensive simulations.
Main Results:
- All seven tested ligands, including five lignin-derived oligomers, demonstrated stable interactions with mTOR.
- Lignin-derived compounds exhibited binding stability comparable to or exceeding that of reference drugs (everolimus and rapamycin).
- Molecular dynamics revealed consistent and stable complex formation over the simulation period.
Conclusions:
- Lignin-derived oligomers represent a promising and sustainable scaffold for developing new mTOR inhibitors.
- Computational methods effectively evaluated the binding dynamics and stability of potential drug candidates.
- These findings support the exploration of natural polyphenols as a basis for novel therapeutic agents targeting the mTOR pathway.
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