Evidence map›Paper›PMID 41659349›Full record

ArticleNanoscale advances2026

Levofloxacin-loaded surfactant nanocarriers: a computational study.

Arin Sharoyan, Vahram Hakobyan, Hayk Melkonyan, Hrachya Ishkhanyan, Armen H Poghosyan, Marine A Parsadanyan, Ara P Antonyan, Poghos O Vardevanyan

Abstract read
In one paragraph

Article in Nanoscale advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Arin SharoyanDepartment of Medical Laboratory, Division of Natural Sciences, Haigazian University Mexique, Kantari Street, 11-1748, Riad El Solh 11072090 Beirut Lebanon.
Vahram HakobyanCentral Clinical Military Hospital of the Ministry of Defense of RA 115 Muratsan 0008 Yerevan Armenia.
Hayk MelkonyanComputational Molecular Engineering Lab, Institute for Informatics and Automation Problems of NAS RA P. Sevak 1 0014 Yerevan Armenia.
Hrachya IshkhanyanComputational Molecular Engineering Lab, Institute for Informatics and Automation Problems of NAS RA P. Sevak 1 0014 Yerevan Armenia.
Armen H PoghosyanBioinformatics Laboratory, Institute for Informatics and Automation Problems of NAS RA P. Sevak 1 0014 Yerevan Armenia.ORCID https://orcid.org/0000-0003-3832-5882
Marine A ParsadanyanLaboratory of Biophysics of Sub-Cellular Structures, Research Institute of Biology, Yerevan State University A. Manoogian 1 0025 Yerevan Armenia poghosyan@gmail.com.
Ara P AntonyanLaboratory of Biophysics of Sub-Cellular Structures, Research Institute of Biology, Yerevan State University A. Manoogian 1 0025 Yerevan Armenia poghosyan@gmail.com.
Poghos O VardevanyanLaboratory of Biophysics of Sub-Cellular Structures, Research Institute of Biology, Yerevan State University A. Manoogian 1 0025 Yerevan Armenia poghosyan@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We performed extensive all-atom molecular dynamics simulations to investigate the interaction dynamics and orientation of levofloxacin, a newer fluoroquinolone antibiotic, with anionic (SDS) and cationic (CTAB) micelles. The maximum drug/micelle ratio (loading capacity and entrapment efficiency) was estimated for anionic and cationic micelles. High encapsulation efficiencies were observed for SDS (average: ∼80%). In contrast, for CTAB micelles, the efficiency was ∼8%, indicating that the binding of levofloxacin molecules to SDS micelles is significantly higher than that to CTAB micelles. Tilted orientations were observed for levofloxacin in SDS micelles (∼48-51°) and in CTAB micelles (∼40-42°), where the positively charged piperazine group is anchored to anionic headgroups. In contrast, the negatively charged carboxylic group is close to cationic headgroups. Calculating the relative binding energies, we found that levofloxacin binds more strongly to SDS than CTAB. Due to π-π interactions and hydrogen bonding, the formation of concerted columnar stacks of levofloxacin was also recorded for both anionic and cationic micelles.

Identifiers

PMID41659349
PMCPMC12875406

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.