Wang Xiao, Zhou Jie-Hao, Chen Guang, Chen Ji-Dong, Li Hui, Shan Wei-Min, Li Wei-Xiao
Department of Urology, Fuyang People's Hospital of Anhui Medical University, Fuyang, China,
Department of Emergency Surgery, Fuyang People's Hospital of Anhui Medical University, Fuyang, China.
Kidney Blood Press Res. 2025;50(1):460-480. doi: 10.1159/000546465. Epub 2025 May 28.
Renal fibrosis is a key driver of chronic kidney disease, often leading to end-stage renal disease (ESRD). Secreted phosphoprotein 1 (Spp1) is implicated in fibrotic processes, but its specific role in renal fibrosis, particularly associated with hydronephrosis, remains underexplored. This study investigates Spp1's involvement using transcriptomic analysis, machine learning, and clinical data integration.
Renal tissues from sham-operated mice with unilateral ureteral obstruction for 7 days were analyzed via transcriptome sequencing to identify differentially expressed genes (DEGs). Hub genes were identified through Weighted Gene Co-Expression Network Analysis and pathway enrichment. LASSO regression pinpointed potential biomarkers, with Spp1 validated in mouse and human samples through RT-PCR and immunohistochemistry. Clinical correlations were drawn from hydronephrosis patient data.
Transcriptomic analysis revealed 5,219 DEGs, highlighting key pathways including IL-17, TNF, and PI3K/AKT. Spp1 emerged as a significant biomarker, strongly associated with tubular injury and fibrosis markers such as neutrophil gelatinase-associated lipocalin. Logistic regression and receiver operating characteristic (ROC) analysis confirmed Spp1 and urinary transferrin (U-TRF) as predictors of severe hydronephrosis, with high diagnostic accuracy (area under the ROC curve: 0.898 for Spp1; 0.938 for U-TRF).
Spp1 is a critical mediator in renal fibrosis and a promising biomarker for assessing hydronephrosis severity. Its diagnostic value, particularly when combined with U-TRF, underscores the need for further research into Spp1-targeted therapies in renal fibrosis.
肾纤维化是慢性肾脏病的关键驱动因素,常导致终末期肾病(ESRD)。分泌性磷蛋白1(Spp1)与纤维化过程有关,但其在肾纤维化中的具体作用,特别是与肾积水相关的作用,仍未得到充分研究。本研究通过转录组分析、机器学习和临床数据整合来探究Spp1的参与情况。
对单侧输尿管梗阻7天的假手术小鼠的肾组织进行转录组测序分析,以鉴定差异表达基因(DEG)。通过加权基因共表达网络分析和通路富集确定枢纽基因。套索回归确定潜在生物标志物,并通过逆转录聚合酶链反应(RT-PCR)和免疫组织化学在小鼠和人类样本中验证Spp1。从肾积水患者数据中得出临床相关性。
转录组分析揭示了5219个DEG,突出了包括白细胞介素-17(IL-17)、肿瘤坏死因子(TNF)和磷脂酰肌醇-3激酶/蛋白激酶B(PI3K/AKT)等关键通路。Spp1成为一个重要的生物标志物,与肾小管损伤和纤维化标志物如中性粒细胞明胶酶相关脂质运载蛋白密切相关。逻辑回归和受试者工作特征(ROC)分析证实Spp1和尿转铁蛋白(U-TRF)是严重肾积水的预测指标,诊断准确性高(Spp1的ROC曲线下面积为0.898;U-TRF为0.938)。
Spp1是肾纤维化的关键介质,也是评估肾积水严重程度的有前景的生物标志物。其诊断价值,特别是与U-TRF联合时,强调了对肾纤维化中以Spp1为靶点的治疗方法进行进一步研究的必要性。