Due to the quantitative limitation problem of the OA dataset, only the common hub genes associated with MD were evaluated for diagnostic value in this study, and five genes (BLNK, MEF2C, SOCS2, PTPN6, and PDE4B) were found to have high diagnostic value and could be diagnostic biological markers for MDS. This evidence concerns the gene SOCS2 and myelodysplastic syndrome.