이전 사이트 이동

Animal-Derived Allergenic Protein Sequences

A comprehensive animal protein dataset was constructed for allergenicity prediction by integrating animal-derived allergen sequences and non-allergen protein sequences from publicly available allergen databases and UniProt. The allergen dataset includes proteins from animal-related sources such as mites, insects, milk, egg, fish, shellfish, meat, venom-producing organisms, and other animal taxa. Non-allergen proteins were collected from UniProt and assigned to the animal category based on organism-level taxonomy information. Where possible, non-allergen proteins were selected from the same or related animal-source organisms as those represented in the allergen dataset to reduce organism-level bias. This design helps the model focus on allergen-associated sequence features rather than simply distinguishing proteins by biological source. In total, 36,054 animal-derived protein sequences were compiled, including 1,480 allergen sequences and 34,574 non-allergen sequences, providing a curated resource for protein language model-based allergenicity prediction and explainable deep learning analysis.