Exploring the bioactive potential of peptides derived from the RuBisCO protein in Caulerpa racemosa: an in silico approach

Year 2025, Volume: 34 Issue: 2, 71 - 85

Seto Windarto Vivi Endar Herawati Yusuf Jati Wijaya Dyah Ayu Indriati

https://doi.org/10.38042/biotechstudies.1756936

Abstract

Caulerpa racemosa harbors a rich reservoir of bioactive peptides derived from RuBisCO, a photosynthetic enzyme with promising therapeutic potential. This study aimed to systematically identify and characterize bioactive peptides from C. racemosa RuBisCO using a multi-step in silico pipeline. Simulated proteolysis using 33 enzymes predicted peptides with 35 different biological activities using BIOPEP-UWM. In addition to traditional database screening, further computational filtering was conducted using physicochemical profiling (ExPASy ProtParam), bioactivity prediction (PeptideRanker), toxicity and allergenicity evaluation (ToxinPred, AllergenFP), and structure-based molecular docking against relevant therapeutic targets—angiotensin-I converting enzyme (ACE, PDB: 1O8A) and xanthine oxidase (XO, PDB: 3NRZ). Four peptides with high predicted bioactivity scores (>0.75) showed strong binding affinity (−169.00 to −252.29 kcal/mol) and favorable confidence scores, suggesting their possible use as dual-action therapeutic agents—with both antihypertensive and antioxidant effects. This integrative in silico approach demonstrates the therapeutic relevance of C. racemosa peptides and provides a framework for peptide prioritization prior to experimental validation.

Keywords

Bioinformatics , Computational , Proteomics , Seagrapes

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