We identified several families carrying the MRPS5 Tyr137Cys variant and this variant was enriched in leprosy families compared to sporadic leprosy cases which demonstrate the power of using multiplex leprosy families for variant discovery. The gene discussed is MRPS5; the disease is leprosy.