Related Experiment Video
Updated: May 21, 2026

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice
Published on: May 2, 2025
Integrative proteogenomic analyses implicate KLK13 as a glycaemia-linked circulating protein in diabetic kidney
Duanke Liu1, Xinjie Lin2, Junqing Xie3
1Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Key Laboratory of Intelligent Diagnosis Technology and Equipment for Optic Nerve-Related Eye Diseases, Capital Medical University, Beijing 100730, China.
Background:
Diabetic kidney disease (DKD) is a major complication of diabetes, but circulating proteins linking glycaemic stress to kidney injury remain unclear. We aimed to identify glycaemia-linked plasma proteins associated with DKD risk and assess their treatment responsiveness.
Methods:
We integrated Mendelian randomization, cis-protein quantitative trait locus-based summary-data-based Mendelian randomization (cis-pQTL-based SMR), deCODE protein genome-wide association study (GWAS) validation, prospective UK Biobank analysis, and semaglutide-associated proteomic assessment. We screened 2,923 plasma proteins for hemoglobin A1c (HbA1c)-driven effects, and evaluated incident DKD.
Results:
Fifty proteins were associated with genetically predicted HbA1c, and 10 were supported by independent HbA1c datasets. Cis-pQTL-based SMR analyses prioritized ITGBL1 and KLK13. In deCODE validation, KLK13 was the only candidate supported across both glycaemic trait-to-protein and protein-to-DKD analyses (OR 1.13, 95% CI 1.02-1.24). Among 9,936 UK Biobank participants without baseline DKD, 107 developed incident DKD. Higher KLK13 was associated with incident DKD (HR 1.52, 95% CI 1.13-2.06), whereas serine peptidase inhibitor Kazal type 6 (SPINK6) showed stronger association (HR 2.02, 95% CI 1.49-2.74). KLK13 decreased with semaglutide, but attenuated after weight and HbA1c adjustment.
Conclusions:
KLK13 was prioritized as a glycaemia-linked circulating protein associated with DKD, implicating protease-inhibitor biology in DKD progression.
Related Concept Videos
Diabetic Nephropathy
Chronic Kidney Disease I: Introduction
Chronic Kidney Disease III: Interprofessional Care
Proteoglycans
Chronic Kidney Disease II: Clinical Manifestations
Type II Diabetes I: Introduction