Browsing by Author "Eichinger, Felix"

Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    Multi-Scalar Data Integration Links Glomerular Angiopoietin-Tie Signaling Pathway Activation With Progression of Diabetic Kidney Disease
    (American Diabetes Association, 2022) Liu, Jiahao; Nair, Viji; Zhao, Yi-yang; Chang, Dong-yuan; Limonte, Christine; Bansal, Nisha; Fermin, Damian; Eichinger, Felix; Tanner, Emily C.; Bellovich, Keith A.; Steigerwalt, Susan; Bhat, Zeenat; Hawkins, Jennifer J.; Subramanian, Lalita; Rosas, Sylvia E.; Sedor, John R.; Vasquez, Miguel A.; Waikar, Sushrut S.; Bitzer, Markus; Pennathur, Subramaniam; Brosius, Frank C.; De Boer, Ian; Chen, Min; Kretzler, Matthias; Ju, Wenjun; Kidney Precision Medicine Project; Michigan Translational Core C-PROBE Investigator Group; Medicine, School of Medicine
    Diabetic kidney disease (DKD) is the leading cause of end-stage kidney disease (ESKD). Prognostic biomarkers reflective of underlying molecular mechanisms are critically needed for effective management of DKD. A three-marker panel was derived from a proteomics analysis of plasma samples by an unbiased machine learning approach from participants (N = 58) in the Clinical Phenotyping and Resource Biobank study. In combination with standard clinical parameters, this panel improved prediction of the composite outcome of ESKD or a 40% decline in glomerular filtration rate. The panel was validated in an independent group (N = 68), who also had kidney transcriptomic profiles. One marker, plasma angiopoietin 2 (ANGPT2), was significantly associated with outcomes in cohorts from the Cardiovascular Health Study (N = 3,183) and the Chinese Cohort Study of Chronic Kidney Disease (N = 210). Glomerular transcriptional angiopoietin/Tie (ANG-TIE) pathway scores, derived from the expression of 154 ANG-TIE signaling mediators, correlated positively with plasma ANGPT2 levels and kidney outcomes. Higher receptor expression in glomeruli and higher ANG-TIE pathway scores in endothelial cells corroborated potential functional effects in the kidney from elevated plasma ANGPT2 levels. Our work suggests that ANGPT2 is a promising prognostic endothelial biomarker with likely functional impact on glomerular pathogenesis in DKD.