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用于评估IgA肾病肾小管萎缩/间质纤维化的诊断列线图的开发与验证

Development and validation of a diagnostic nomogram to evaluate tubular atrophy/interstitial fibrosis of IgA nephropathy.

作者信息

Gan Yangang, Cai Yihuan, Li Jiajia, Wu Jianping, Zhang Rui, Han Qianqian, Li Wenchao, Yang Qiongqiong

机构信息

Department of Nephrology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.

出版信息

Int J Med Sci. 2024 Feb 4;21(4):674-680. doi: 10.7150/ijms.91804. eCollection 2024.

Abstract

IgA nephropathy (IgAN) is a cause of chronic kidney disease (CKD). Tubular atrophy/interstitial fibrosis is associated with IgAN prognosis. However, simple tools for predicting pathological lesions of IgAN remain limited. Our objective was to develop a tool for evaluating tubular atrophy/interstitial fibrosis in patients with IgAN. In this cross-sectional study, 410 biopsy-verified IgAN patients were included. The factors associated with the incident interstitial fibrosis or tubular atrophy in IgAN were confirmed by using logistic regression analysis. A nomogram was developed using logistic regression coefficients to evaluate tubular atrophy or interstitial fibrosis. Receiver operating characteristic curves (ROC) and calibration curves were used to determine the discriminative ability and predictive accuracy of the nomogram. In this study, the IgAN patients with tubular atrophy or interstitial fibrosis were older and had a higher percentage of males, hypertension and urinary protein excretion (UPE), with high levels of serum cystatin C, serum creatinine, high-sensitivity C-reactive protein and serum C4. The eGFRcr-cys equation calculated using serum creatinine, cystatin C and UPE were considered independent influencing factors of tubular atrophy or interstitial fibrosis in patients with IgAN. Furthermore, the nomogram demonstrated good discrimination (AUC: 0.87, 95% CI 0.81 to 0.93) and calibration in the validation cohort. The eGFRcr-cys and UPE are associated with tubular atrophy or interstitial fibrosis in patients with IgAN. Diagnostic nomogram can predict tubular atrophy or interstitial fibrosis in IgAN.

摘要

IgA肾病(IgAN)是慢性肾脏病(CKD)的一个病因。肾小管萎缩/间质纤维化与IgA肾病的预后相关。然而,用于预测IgA肾病病理损伤的简单工具仍然有限。我们的目标是开发一种评估IgA肾病患者肾小管萎缩/间质纤维化的工具。在这项横断面研究中,纳入了410例经活检证实的IgA肾病患者。通过逻辑回归分析确定与IgA肾病中发生的间质纤维化或肾小管萎缩相关的因素。使用逻辑回归系数绘制列线图以评估肾小管萎缩或间质纤维化。采用受试者工作特征曲线(ROC)和校准曲线来确定列线图的辨别能力和预测准确性。在本研究中,患有肾小管萎缩或间质纤维化的IgA肾病患者年龄较大,男性、高血压和尿蛋白排泄(UPE)的比例较高,血清胱抑素C、血清肌酐、高敏C反应蛋白和血清C4水平较高。使用血清肌酐、胱抑素C和UPE计算的eGFRcr-cys方程被认为是IgA肾病患者肾小管萎缩或间质纤维化的独立影响因素。此外,列线图在验证队列中显示出良好的辨别能力(AUC:0.87,95%CI 0.81至0.93)和校准。eGFRcr-cys和UPE与IgA肾病患者的肾小管萎缩或间质纤维化相关。诊断列线图可以预测IgA肾病中的肾小管萎缩或间质纤维化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7a1/10920839/d7cc515c1679/ijmsv21p0674g001.jpg

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