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急性同种异体移植排斥反应尿液蛋白质组的生物信息学分析

Bioinformatic analysis of the urine proteome of acute allograft rejection.

作者信息

O'Riordan Edmond, Orlova Tatyana N, Mei J Jianfeng, Butt Khalid, Chander Praveen M, Rahman Shafiq, Mya Muong, Hu Rena, Momin Jahangir, Eng Elizabeth W, Hampel Dierk J, Hartman Bertram, Kretzler Matthias, Delaney Veronica, Goligorsky Michael S

机构信息

Renal Research Institute and Division of Nephrology, Department of Medicine, Room C06, Basic Science Building, New York Medical College, 95 Grasslands Road, Valhalla, NY 10595, USA.

出版信息

J Am Soc Nephrol. 2004 Dec;15(12):3240-8. doi: 10.1097/01.ASN.0000145241.83482.68.

Abstract

The urinary proteome in health and disease attracts increasing attention because of the potential diagnostic and pathophysiologic biomarker information carried by specific excreted proteins or their constellations. This cross-sectional study aimed to analyze the urinary proteome in patients with biopsy-proven acute rejection (n = 23) compared with transplant recipients with stable graft function (n = 22) and healthy volunteers (n = 20) and to correlate this with clinical, morphologic, and laboratory data. Urine samples were preadsorbed on four different protein chip surfaces, and the protein composition was analyzed using a surface-enhanced laser desorption/ionization time-of-flight mass spectrometer platform. The data were analyzed using two independent approaches to sample classification. Patients who experienced acute rejection could be distinguished from stable patients with a sensitivity of 90.5 to 91.3% and a specificity of 77.2 to 83.3%, depending on the classifier used. Protein masses that were important in constructing the classification algorithms included those of mass 2003.0, 2802.6, 4756.3, 5872.4, 6990.6, 19,018.8, and 25,665.7 Da. Normal urine was distinguished from transplant urine using a protein marker of mass 78,531.2 Da with both a sensitivity and a specificity of 100%. In conclusion, (1) urine proteome in transplant recipients with stable graft function was significantly different from healthy control subjects, and (2) acute rejections were characterized by a constellation of excreted proteins. Analysis of the urinary proteome may expedite the noninvasive prediction of acute graft rejection, thus importantly assisting in establishing the diagnosis.

摘要

由于特定排泄蛋白或其组合携带的潜在诊断和病理生理生物标志物信息,健康和疾病状态下的尿液蛋白质组越来越受到关注。这项横断面研究旨在分析经活检证实为急性排斥反应的患者(n = 23)与移植肾功能稳定的受者(n = 22)及健康志愿者(n = 20)的尿液蛋白质组,并将其与临床、形态学和实验室数据相关联。尿液样本预先吸附在四种不同的蛋白质芯片表面,使用表面增强激光解吸/电离飞行时间质谱仪平台分析蛋白质组成。使用两种独立的样本分类方法分析数据。根据所使用的分类器,经历急性排斥反应的患者与稳定患者可以区分开来,灵敏度为90.5%至91.3%,特异性为77.2%至83.3%。在构建分类算法中重要的蛋白质质量包括2003.0、2802.6、4756.3、5872.4、6990.6、19018.8和25665.7 Da。使用质量为78531.2 Da的蛋白质标志物可将正常尿液与移植后尿液区分开来,灵敏度和特异性均为100%。总之,(1)移植肾功能稳定的受者的尿液蛋白质组与健康对照受试者有显著差异,(2)急性排斥反应的特征是一组排泄蛋白。尿液蛋白质组分析可能会加快急性移植排斥反应的无创预测,从而对确立诊断有重要帮助。

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