The specific transcript variants such as CD40-001, CD70-001, LAG3-001, PDCD1LG2-201, and PDCD1-001/002/003 are candidates for immune checkpoint genes for promising prognosis factors to predict OS of PCNSL patients. The gene discussed is CD40; the disease is primary central nervous system lymphoma.