A substantial number of subjects with Type 1 Diabetes (T1D) of long duration never develop albuminuria or renal function impairment, yet the underlying protective mechanisms remain unknown. Therefore, our study included 308 Joslin Kidney Study subjects who had T1D of long duration (median: 24 years), maintained normal renal function and had either normoalbuminuria or a broad range of albuminuria within the 2 years preceding the metabolomic determinations. Serum samples were subjected to global metabolomic profiling. 352 metabolites were detected in at least 80% of the study population. In the logistic analyses adjusted for multiple testing (Bonferroni corrected α = 0.000028), we identified 38 metabolites associated with persistent normoalbuminuria independently from clinical covariates. Protective metabolites were enriched in Medium Chain Fatty Acids (MCFAs) and in Short Chain Fatty Acids (SCFAs) and particularly involved odd-numbered and dicarboxylate Fatty Acids. One quartile change of nonanoate, the top protective MCFA, was associated with high odds of having persistent normoalbuminuria (OR (95% CI) 0.14 (0.09, 0.23); p < 10–12). Multivariable Random Forest analysis concordantly indicated to MCFAs as effective classifiers. Associations of the relevant Fatty Acids with albuminuria seemed to parallel associations with tubular biomarkers. Our findings suggest that MCFAs and SCFAs contribute to the metabolic processes underlying protection against albuminuria development in T1D that are independent from mechanisms associated with changes in renal function.
We conducted an untargeted proteomic profiling of circulating inflammatory proteins using SOMASCAN platform to find those that predicted 10-year ESRD risk in two cohort study. Subjects with Type 1 Diabetes (T1D) served as a discovery cohort and a T2D cohort was used in validation. We identified a kidney risk inflammatory signature (KRIS) that robustly predicted progression to ESRD. The signature comprised 17 proteins out of 194 examined. KRIS was enriched for members of TNFR Superfamily (p=0.007) including TNFR1, TNFR2, TNFRSF19, TNFRSF19L, TNFRSF21 and TNFRSF27. Other KRIS proteins included IL15RA, IL17F, DAF, CLM6, TNFSF15, CCL14, CCL15, CSF1, TIMD3, IL1R1 and IL18R1. Hazard ratio (95% CI) for the top KRIS protein, TNFR1 was 3.6 (2.8, 4.6), p < 10-25. KRIS was neither enriched in receptors for other cytokines nor in cytokine ligands. Pathway analyses pointed to candidate therapeutic targets and aligned them by ranks. Eight proteins are currently targeted with compounds used for other clinical indications. Kidney tissue expression analysis and urinary proteomics suggested a systemic source of KRIS proteins. In summary, our study identifies and validates a powerful protein signature enriched in TNFRSF members associated with 10-year ESRD risk in diabetes. These findings should inform future drug development strategies. Disclosure M. Niewczas: None. J.K. Skupien: None. V. Nair: None. A. Smiles: None. J. Park: None. E. Satake: None. C.A. Simeone: None. J. Tsay: None. W. Ju: None. M. Kretzler: Research Support; Self; AstraZeneca, Novo Nordisk Inc., Boehringer Ingelheim GmbH, National Institute of Diabetes and Digestive and Kidney Diseases, Eli Lilly and Company, Gilead Sciences, Inc. K. Susztak: Research Support; Self; Regeneron Pharmaceuticals, Inc., Boehringer Ingelheim Pharmaceuticals, Inc., GlaxoSmithKline plc., Merck & Co., Inc., Eli Lilly and Company, Ono Pharmaceutical Co., Ltd.. A. Krolewski: None.
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