Kidney transcriptomics signature of prospective rapid diabetic kidney disease progression

Dianne Acoba, Anna Levin, Anna Witasp, Kerstin Ebefors, Johan Mölne, Peter J. Greasley, Jenny Nyström, Annika Wernerson, Anna Reznichenko
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Abstract

Previous cross-sectional transcriptomic studies on diabetic kidney disease (DKD) kidney tissue have shown correlations between gene expression and both disease status and kidney function at time of biopsy, but longitudinal data is scarce. We utilized clinical follow-up data up to five years post-biopsy, linking the transcriptomes of diagnostic kidney biopsies to progression rates and outcomes in 19 DKD patients. Patients were stratified into "rapid progressors" and "non-rapid progressors" based on clinical parameters (eGFR slope, CKD stage advancement, degree of albuminuria, composite of kidney failure or 40% eGFR decline). Differential expression and pathway enrichment analyses were performed to identify dysregulated genes and pathways associated with rapid progression. We identified 265 genes in glomeruli and tubulointerstitium that were significantly modulated in rapid vs non-rapid DKD progression. Rapid progression-associated genes showed enrichment for well-established (extracellular matrix organization, inflammation) as well as novel pathways in the context of DKD (circadian rhythm, cytoskeleton reorganization, NOTCH signaling). This study illuminates kidney gene expression patterns that may be predictive of rapid progression in DKD and are distinct from those associated with cross-sectional kidney function.
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前瞻性快速糖尿病肾病进展的肾脏转录组学特征
以前对糖尿病肾病(DKD)肾组织进行的横断面转录组学研究显示,活检时基因表达与疾病状态和肾功能之间存在相关性,但纵向数据却很少。我们利用活检后长达五年的临床随访数据,将诊断性肾活检的转录组与 19 名糖尿病肾病患者的病情进展率和预后联系起来。根据临床参数(eGFR斜率、CKD分期进展、白蛋白尿程度、肾衰竭或eGFR下降40%的复合情况)将患者分为 "进展迅速者 "和 "进展不迅速者"。我们进行了差异表达和通路富集分析,以确定与快速进展相关的失调基因和通路。我们在肾小球和肾小管间质中发现了 265 个基因,这些基因在 DKD 快速进展与非快速进展之间发生了显著调控。与快速进展相关的基因丰富了DKD的成熟通路(细胞外基质组织、炎症)和新通路(昼夜节律、细胞骨架重组、NOTCH信号转导)。这项研究揭示了可预测DKD快速进展的肾脏基因表达模式,它们与横断面肾功能相关的基因表达模式截然不同。
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