PLOD1 and diabetic kidney disease: In women with diabetic nephropathy and CKD, decrease of libido, amenorrhea, disturbances in menstruation, and fertility are caused by elevated levels of follicle-stimulating hormone (FSH) and luteinizing hormone (LH).