A genetic algorithm-based ensemble model for efficiently identifying interleukin 6 inducing peptides

A genetic algorithm-based ensemble model for efficiently identifying interleukin 6 inducing peptides

Abstract Interleukin-6 (IL-6) is a cytokine with diverse biological activities that contribute to a variety of physiologic and immune responses. IL-6–inducing peptides are the short protein fragments that are critical for playing a contributing role in biological processes. Extensive research has ad...

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Bibliographic Details
Main Authors: Md. Harun-Or-Roshid, Hiroyuki Kurata
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
IL-6 inducing peptide
ESM-2
Large Language model
Ensemble
Sequence analysis
Bioinformatics
Online Access:https://doi.org/10.1038/s41598-025-05491-2
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https://doi.org/10.1038/s41598-025-05491-2

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