Evidence map›Paper›PMID 41939414›Full record

ArticleACS omega2026

Interactions of Cyclic Peptides Ribifolin and Gramicidin S with Montmorillonite Surface by Molecular Modeling.

Lucas H N Sousa, Claro Ignacio Sainz-Díaz, César Viseras, Renata M Araújo

Abstract read
In one paragraph

Article in ACS omega, 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

4 authors.

Lucas H N SousaInstituto de Química, Universidade Federal do Rio Grande do Norte, Natal 59078-970, Brazil.ORCID https://orcid.org/0000-0001-8747-9760
Claro Ignacio Sainz-DíazInstituto Andaluz de Ciencias de la Tierra, Consejo Superior de Investigaciones Científicas, IACT-CSIC, Av. De las Palmeras, 4, 18100-Armilla, Granada 18100, Spain.
César ViserasDepartamento de Tecnología Farmacéutica. Facultad de Farmacia, Universidad de Granada, Granada 18071, Spain.
Renata M AraújoInstituto de Química, Universidade Federal do Rio Grande do Norte, Natal 59078-970, Brazil.ORCID https://orcid.org/0000-0001-5514-5192

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cyclic peptides are characterized by remarkable structural stability and considerable therapeutic potential, but their clinical application is often limited by enzymatic degradation, especially in oral administration. Recent approaches, including the design of small cyclic peptides and clay-based delivery systems, aim to improve protection, bioavailability, and controlled release. Among these carriers, layered clay minerals, such as montmorillonite (MONT), are particularly attractive. However, the development of peptide-clay formulations remains largely empirical, since the molecular mechanisms governing adsorption, intercalation, stabilization, and release under hydrated and confined conditions are difficult to probe experimentally. Atomistic simulations using the INTERFACE force field are applied as a preformulation screening strategy to anticipate the behavior of the cyclic peptides ribifolin and gramicidin S at MONT interfaces prior to experimental implementation. Neutral and protonated states are examined, including pH-dependent cation-exchange scenarios relevant to the formulation conditions. The methodology is validated against experimental crystal structures, reproducing lattice parameters with deviations below 6% and demonstrating computational reliability. Protonation enhances peptide stabilization in aqueous media. Energetic analyses show that adsorption on external MONT surfaces is favored over interlayer intercalation, which is predominantly endothermic, whereas desorption into water is exothermic and indicates efficient release under physiological conditions. Although the calculated energies are not full thermodynamic values, the trends reveal how peptide-clay affinities can direct formulation experiments and minimize empirical testing. By integrating molecular modeling with pharmaceutical design, this study supports montmorillonite as a rational platform for the future experimental development of cyclic peptide delivery systems.

Identifiers

PMID41939414
PMCPMC13044619

What Socratic holds

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Registered trials

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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 Socratic graph.