Based on the results of the ssGESEA analysis, we used consensus clustering to classify RA patients into different immune subtypes, and the model hub genes MYC and MAP1LC3B were significantly highly expressed in the immune subtype “cluster 1” group. Here, MAP1LC3B is linked to rheumatoid arthritis.