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.

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.