In summary, our study identified a set of genes with dysregulated expression common across all types of MPS, such as PFN1, ADAMTSL1, and ABHD5, emphasizing their role in the disease’s pathogenesis. The gene discussed is ADAMTSL1; the disease is mucopolysaccharidosis.