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尿蛋白质组学诊断小儿肾移植后慢性持续性抗体介导排斥反应的初步研究。

Urinary proteomics to diagnose chronic active antibody-mediated rejection in pediatric kidney transplantation - a pilot study.

机构信息

Department of Pediatric Nephrology, Hannover Medical School, Hannover, Germany.

Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover, Germany.

出版信息

Transpl Int. 2019 Jan;32(1):28-37. doi: 10.1111/tri.13363. Epub 2018 Nov 12.

DOI:10.1111/tri.13363
PMID:30357927
Abstract

Chronic antibody-mediated rejection (cABMR) is the main cause of long-term renal graft loss. Late-stage diagnosis is made by detecting donor-specific antibodies (DSA) in blood combined with typical histomorphological lesions in renal allografts. There is a need for noninvasive biomarkers for cABMR that might permit screening and earlier diagnosis. In a case control study of 24 pediatric renal transplant recipients, urine samples were analyzed using capillary electrophoresis and mass spectrometry. Patients were matched with 36 pediatric renal transplant patients without cABMR. Statistical analysis used the nonparametric Wilcoxon test to identify 79 significant biomarkers, which were combined to a support vector machine-based classifier. After validation in an independent test cohort of eight pediatric patients with and 12 without cABMR, the area under the receiver operating characteristic (ROC) curve (AUC) for detection of cABMR was 0.92 (95% CI 0.71-0.99) with a sensitivity of 100% (95% CI 63-100%) and a specificity of 75% (95% CI 43-95%). Combining this classifier with the urinary proteomic marker CKD273 improved the detection of patients with cABMR with misclassification in only 2/20 of the patients. These data indicate that a biomarker pattern derived from urinary proteomics allows the detection of cABMR in pediatric renal transplant recipients with high sensitivity and moderate specificity.

摘要

慢性抗体介导的排斥反应(cABMR)是长期肾移植物丢失的主要原因。通过检测血液中的供体特异性抗体(DSA)结合肾移植供体的典型组织形态学病变来进行晚期诊断。需要寻找 cABMR 的非侵入性生物标志物,以便进行筛查和早期诊断。在一项 24 名儿科肾移植受者的病例对照研究中,使用毛细管电泳和质谱法分析了尿液样本。将患者与 36 名无 cABMR 的儿科肾移植患者进行匹配。统计分析使用非参数 Wilcoxon 检验来识别 79 个显著的生物标志物,将这些标志物组合到基于支持向量机的分类器中。在 8 名有和 12 名无 cABMR 的儿科患者的独立测试队列中进行验证后,用于检测 cABMR 的接收器工作特征(ROC)曲线下面积(AUC)为 0.92(95%CI 0.71-0.99),灵敏度为 100%(95%CI 63-100%),特异性为 75%(95%CI 43-95%)。将这个分类器与尿蛋白组学标志物 CKD273 结合使用,仅在 20 名患者中的 2 名患者中出现错误分类,从而提高了对 cABMR 患者的检测率。这些数据表明,从尿蛋白质组学中得出的生物标志物模式可以在儿科肾移植受者中以高灵敏度和中等特异性检测 cABMR。

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