In summary, this study employed bioinformatics analysis of microarray and scRNA-seq datasets to identify three immune hub genes—SPP1, ITK, and CCL5—associated with obesity. This evidence concerns the gene SPP1 and obesity due to melanocortin 4 receptor deficiency.