Proteomic mediation analysis identified five circulating proteins (MEPE, GDF15, TCN2, CDCP1, SIGLEC1) that may link osteoporosis to cataract development, warranting future mechanistic investigation.<h4>Purpose</h4>Osteoporosis and cataracts are frequently comorbid age-related conditions. Here, GDF15 is linked to osteoporosis.