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Anticancer Peptides Derived from Lupin (Lupinus albus) Conglutins Identified Through In Silico Enzymatic Hydrolysis and Computational Screening

Diego Arturo Zavala-Trejo, Alberto Rodríguez Arreola, Josué Raymundo Solís-Pacheco, Blanca Rosa Aguilar‐Uscanga and 2 more

BioMedInformatics | Jul 16, 2026

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Findings indicate that L. albus conglutins may contain encrypted peptide sequences computationally prioritized as putative ACP candidates, whose activity, selectivity, toxicity, and safety require in vitro and/or in vivo validation.

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Cancer remains a major global health challenge, and computational approaches can support the early-stage identification of peptide candidates for experimental evaluation. This study aimed to identify putative anticancer peptides (ACPs) encrypted within Lupinus albus β- and γ-conglutins using an in silico screening strategy. Protein sequences from two β-conglutins and two γ-conglutins were subjected to simulated enzymatic hydrolysis with pepsin, trypsin, and chymotrypsin. The resulting peptides were evaluated using PeptideRanker for bioactivity prediction, AntiCP 2.0 for anticancer peptide prediction, ToxinPred 3.0 for toxicity assessment, and ProtParam for physicochemical characterization. Simulated hydrolysis generated 1610 peptide fragments, of which 749 met the length criteria for downstream analysis. PeptideRanker identified 124 peptides with predicted bioactive potential, and AntiCP 2.0 classified 47 as putative ACPs. Toxicity screening reduced this number to 31 peptides predicted as non-toxic, resulting in 18 unique putative non-toxic ACP candidates after redundancy removal. Among these, 16 met the minimum sequence length required for complete ProtParam characterization. These findings indicate that L. albus conglutins may contain encrypted peptide sequences computationally prioritized as putative ACP candidates, whose activity, selectivity, toxicity, and safety require in vitro and/or in vivo validation.

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Diego Arturo Zavala-Trejo

first | Universidad de Guadalajara

Alberto Rodríguez Arreola

middle | Universidad de Guadalajara | ORCID 0000-0001-7426-9465

Josué Raymundo Solís-Pacheco

middle | Universidad de Guadalajara | ORCID 0000-0002-6507-0638

Blanca Rosa Aguilar‐Uscanga

middle | Universidad de Guadalajara | ORCID 0000-0002-8100-2598

Julio César Barros‐Castillo

middle | Universidad de Guadalajara | ORCID 0000-0002-8219-8609

Ariana Rodríguez Arreola

last | Universidad de Guadalajara | ORCID 0000-0001-8524-3236

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BibTeX

@article{ZavalaTrejo2026Anticancer,
  title = {Anticancer Peptides Derived from Lupin (Lupinus albus) Conglutins Identified Through In Silico Enzymatic Hydrolysis and Computational Screening},
  author = {Diego Arturo Zavala-Trejo and Alberto Rodríguez Arreola and Josué Raymundo Solís-Pacheco and Blanca Rosa Aguilar‐Uscanga and Julio César Barros‐Castillo and Ariana Rodríguez Arreola},
  journal = {BioMedInformatics},
  year = {2026},
  doi = {10.3390/biomedinformatics6040048},
  url = {https://doi.org/10.3390/biomedinformatics6040048}
}

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