netMHC97 utilizes neural networks to predict peptide-binding affinities to major histocompatibility complex (MHC) class I molecules, facilitating the identification of microbial peptides that could provoke an immune response in patients with IBD. The gene discussed is HLA-C; the disease is inflammatory bowel disease.