In Silico Evaluation and Experimental Validation of Interfacial Properties in 3–5 Residue Peptides

Predicting the interfacial properties of peptides is important for replacing oil-derived surfactants in cosmetics, oil, and agricultural applications. This work validated experimentally the estimations of surface tension at the critical micelle concentration (ST<sub>CMC</sub>) of six peptides performed through a random forest (RF) model in a previous contribution. In silico interfacial tensions of the peptides were obtained in the system decane-water, and dilational experiments were applied to elucidate the foaming potential. The RF model accurately classified the peptides into high and low potential to reduce the ST<sub>CMC</sub>. The simulations at the decane-water interface correctly identified peptides with high, intermediate, and low interfacial properties, and the dilational rheology allowed the estimation of the possible potential of three peptides to produce foams. This study sets the basis for identifying surface-active peptides, but future work is necessary to improve the estimations and the correlation between dilational properties and foam stabilization.

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Journal
The Journal of Physical Chemistry B
Published
2024-10-08
DOI
https://doi.org/10.1021/acs.jpcb.4c04036
Primary Topic
Protein Hydrolysis and Bioactive Peptides
Type
article
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article

In Silico Evaluation and Experimental Validation of Interfacial Properties in 3–5 Residue Peptides

Fabián Ricardo, Luis H. Reyes, Juan C. Cruz, Gregory Wiedman et al.
The Journal of Physical Chemistry B
Protein Hydrolysis and Bioactive Peptides
article

In Silico Evaluation and Experimental Validation of Interfacial Properties in 3–5 Residue Peptides

Fabián Ricardo, Luis H. Reyes, Juan C. Cruz, Gregory Wiedman, Óscar Álvarez, Diego Pradilla
article en

Abstract

Predicting the interfacial properties of peptides is important for replacing oil-derived surfactants in cosmetics, oil, and agricultural applications. This work validated experimentally the estimations of surface tension at the critical micelle concentration (ST<sub>CMC</sub>) of six peptides performed through a random forest (RF) model in a previous contribution. In silico interfacial tensions of the peptides were obtained in the system decane-water, and dilational experiments were applied to elucidate the foaming potential. The RF model accurately classified the peptides into high and low potential to reduce the ST<sub>CMC</sub>. The simulations at the decane-water interface correctly identified peptides with high, intermediate, and low interfacial properties, and the dilational rheology allowed the estimation of the possible potential of three peptides to produce foams. This study sets the basis for identifying surface-active peptides, but future work is necessary to improve the estimations and the correlation between dilational properties and foam stabilization.

The Journal of Physical Chemistry BVol. 128(41)
Seton Hall University (US), Universidad de Los Andes (CO)
Openalex Percentile: Top 84%
Protein Hydrolysis and Bioactive Peptides
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In Silico Evaluation and Experimental Validation of Interfacial Properties in 3–5 Residue Peptides — Fabián Ricardo, Luis H. Reyes, et al. · The Journal of Physical Chemistry B (2024) | TGRS Research Map | TGRS