The top five hub genes associated with hypothyroidism are ALB, MAPK1, SPP1, PPARG, and MIF, whereas those associated with hyperthyroidism are ALB, FCGR2B, CD44, LCN2, and CD74. The gene discussed is CD74; the disease is hypothyroidism.