Levofloxacin-loaded surfactant nanocarriers: a computational study.
Arin Sharoyan1,2, Vahram Hakobyan3, Hayk Melkonyan2
1Department of Medical Laboratory, Division of Natural Sciences, Haigazian University Mexique, Kantari Street, 11-1748, Riad El Solh 11072090 Beirut Lebanon.
Nanoscale Advances
|February 9, 2026
Summary
Levofloxacin, a fluoroquinolone antibiotic, binds much better to anionic (SDS) micelles than cationic (CTAB) ones. Molecular dynamics simulations reveal stronger interactions and higher encapsulation efficiency with SDS micelles.
Area of Science:
- Physical Chemistry
- Computational Chemistry
- Drug Delivery
Background:
- Levofloxacin is a widely used fluoroquinolone antibiotic.
- Micelles, such as sodium dodecyl sulfate (SDS) and cetyltrimethylammonium bromide (CTAB), are crucial in drug formulation.
- Understanding drug-micelle interactions is key to optimizing drug delivery systems.
Purpose of the Study:
- To investigate the interaction dynamics and orientation of levofloxacin with anionic (SDS) and cationic (CTAB) micelles.
- To determine the encapsulation efficiency and binding affinity of levofloxacin for both micelle types.
- To elucidate the molecular mechanisms governing levofloxacin-micelle interactions.
Main Methods:
- Extensive all-atom molecular dynamics simulations were employed.
- Drug/micelle ratios, including loading capacity and entrapment efficiency, were estimated.
- Relative binding energies and molecular orientations were calculated.
Main Results:
- Levofloxacin exhibited significantly higher encapsulation efficiency in SDS micelles (∼80%) compared to CTAB micelles (∼8%).
- Simulations showed tilted orientations for levofloxacin in both micelle types, with specific interactions of charged groups (piperazine and carboxylic acid) with micelle headgroups.
- Levofloxacin demonstrated stronger binding to SDS micelles than CTAB micelles, supported by binding energy calculations.
- Concerted columnar stacks of levofloxacin were observed in both micelle types, driven by π-π interactions and hydrogen bonding.
Conclusions:
- Levofloxacin preferentially interacts with and is more efficiently encapsulated by anionic SDS micelles.
- The charged nature of levofloxacin's functional groups and their interactions with micelle headgroups dictate binding affinity and orientation.
- Molecular dynamics simulations provide valuable insights into the behavior of fluoroquinolone antibiotics within micellar systems, relevant for drug formulation.
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