VEGFA and diabetic kidney disease: However, human data present a nuanced picture, as some studies find higher circulating VEGF associated with worse albuminuria and glycemic control, while others find no or even inverse relationships, suggesting that timing, isoform, receptor context, and disease stage critically shape VEGF’s impact in diabetic nephropathy [24].