The upregulation of COL6A3, encoding the α3 chain of collagen VI, is particularly noteworthy as it was specifically observed in preeclampsia males compared to control males, despite previous studies finding no dysregulation in preeclampsia [89, 90]. Here, COL6A3 is linked to preeclampsia.