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Urinary Sediment Transcriptomic and Longitudinal Data to Investigate Renal Function Decline in Type 1 Diabetes
Maria Beatriz Monteiro1, Tatiana S Pelaes1, Daniele P Santos-Bezerra1
1Laboratório de Carboidratos e Radioimunoensaio (LIM-18), Faculdade de Medicina, Hospital das Clinicas HCFMUSP, Universidade de São Paulo, São Paulo, Brazil.
Eight urinary genes predict kidney function decline in type 1 diabetes (T1D). These findings enhance understanding of diabetic kidney disease progression and may reveal new therapeutic targets.
Area of Science:
- Nephrology
- Genetics
- Endocrinology
Background:
- Diabetic kidney disease (DKD) is a major complication of type 1 diabetes (T1D).
- Predicting estimated glomerular filtration rate (eGFR) decline in T1D patients is crucial for timely intervention.
- Urinary biomarkers offer a non-invasive approach to monitor kidney function.
Purpose of the Study:
- To identify and validate urinary genes associated with eGFR decline in T1D patients.
- To assess the utility of these genes in predicting longitudinal eGFR changes.
Main Methods:
- Discovery/validation approach using urinary sediment transcriptomics in T1D patients.
- Selection of differentially expressed genes between rapid (decliners) and stable (non-decliners) eGFR groups.
- Validation of candidate genes using quantitative reverse transcription PCR (qRT-PCR) in a longitudinal T1D cohort.
Main Results:
- Transcriptomic analysis identified 158 differentially expressed genes.
- CYP4F22 and PMP22 were confirmed as differentially expressed between decliners and non-decliners.
- Eight genes (CYP4F22, LYPD3, PMP22, MAP1LC3C, HS3ST2, GPNMB, CDH6, PKD2L1) significantly modified eGFR slope over time.
Conclusions:
- The identified eight urinary genes significantly improved the accuracy of predicting renal function in T1D patients.
- These genes may represent novel mechanisms underlying diabetic kidney disease progression.
- Urinary gene expression profiling holds promise for early detection and monitoring of DKD.
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