TWSG1 and renal fibrosis: TWSG1, a protein risk factor also found to be an independent risk factor for CKD progression20, with a nominally significant MR association in CKDi25 in our study, is an antagonist of BMP 7, which is produced in the kidney and is protective against renal fibrosis and other types of renal injury in experimental models21.