Evidence map›Paper›PMID 41854299›Full record

ArticleProtein science : a publication of the Protein Society2026

Understanding cell-penetrating peptide mechanisms using computational electrophysiology simulations.

Eric Catalina-Hernandez, Marcel Aguilella-Arzo, Mario Lopez-Martin, Alex Peralvarez-Marin

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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.

Eric Catalina-HernandezUnit of Biophysics, Department of Biochemistry and Molecular Biology, Facultat de Medicina, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Catalonia, Spain.ORCID https://orcid.org/0009-0007-6365-6292
Marcel Aguilella-ArzoLaboratory of Molecular Biophysics, Department of Physics, University Jaume I, Castellon, Spain.ORCID https://orcid.org/0000-0002-2831-455X
Mario Lopez-MartinUnit of Biophysics, Department of Biochemistry and Molecular Biology, Facultat de Medicina, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Catalonia, Spain.ORCID https://orcid.org/0000-0001-5496-9827
Alex Peralvarez-MarinUnit of Biophysics, Department of Biochemistry and Molecular Biology, Facultat de Medicina, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Catalonia, Spain.ORCID https://orcid.org/0000-0002-3457-0875

Funding

Ministerio de Ciencia Innovacion y Universidades Margarita Salas Award-MGSD2021-10Ministerio de Ciencia Innovacion y Universidades MCIN/AEI/49010.13039/501100011033Ministerio de Ciencia Innovacion y Universidades PID2020-120222GB-489I00Ministerio de Ciencia Innovacion y Universidades PID2022-142795NB-I00Universitat Autònoma de Barcelona B21P0033Universitat Jaume I UJI-B2022-42
6 · The paper itself

Abstract

Cell-penetrating peptides (CPPs) can enter cells without inducing cytotoxicity and can be coupled with cargo molecules to be used to deliver drugs, DNA, or nanoparticles into cells. The peptide-membrane interactions driving the internalization mechanism are not completely understood. In this study, we introduce Computational Electrophysiology (CompEL) as a tool for the computational investigation of CPP and membrane interaction leading to internalization, focusing on cationic CPPs such as Arg9, MAP, TP10, and TP2. CompEL induces membrane stress through ion imbalance, prompting the membrane to alleviate this stress via pore formation. Using double bilayer molecular dynamics (MD) simulations with one or eight peptides, we show that CPPs can use these pores to translocate, whereas non-CPP nonaleucine peptide fails to cross the membrane and instead contributes to pore stabilization. In the eight-peptide systems we observe that some peptides can cooperate to reach translocation or to foster pore stabilization. This study introduces CompEL as a powerful tool for CPP research, shedding light into the molecular peptide-membrane interactions governing CPP translocation, and offering valuable insights for the design of next-generation delivery systems.

Indexed as

Cell-Penetrating PeptidesLipid BilayersMolecular Dynamics SimulationAmino Acid SequenceCell MembraneCell-Penetrating PeptidesLipid Bilayerscell‐penetrating peptidescomputational electrophysiologymolecular dynamicspeptide cooperativitypore dynamics

Identifiers

PMID41854299
PMCPMC13140456

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.