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用于诊断人类肾移植排斥反应的尿液外泌体mRNA特征的发现与验证

Discovery and Validation of a Urinary Exosome mRNA Signature for the Diagnosis of Human Kidney Transplant Rejection.

作者信息

El Fekih Rania, Hurley James, Tadigotla Vasisht, Alghamdi Areej, Srivastava Anand, Coticchia Christine, Choi John, Allos Hazim, Yatim Karim, Alhaddad Juliano, Eskandari Siawosh, Chu Philip, Mihali Albana B, Lape Isadora T, Lima Filho Mauricio P, Aoyama Bruno T, Chandraker Anil, Safa Kassem, Markmann James F, Riella Leonardo V, Formica Richard N, Skog Johan, Azzi Jamil R

机构信息

Renal Division, Transplantation Research Center, Brigham and Women's Hospital and Children's Hospital, Harvard Medical School, Boston, Massachusetts.

Exosome Diagnostics, a Bio-Techne brand, Waltham, Massachusetts.

出版信息

J Am Soc Nephrol. 2021 Apr;32(4):994-1004. doi: 10.1681/ASN.2020060850. Epub 2021 Mar 3.

Abstract

BACKGROUND

Developing a noninvasive clinical test to accurately diagnose kidney allograft rejection is critical to improve allograft outcomes. Urinary exosomes, tiny vesicles released into the urine that carry parent cells' proteins and nucleic acids, reflect the biologic function of the parent cells within the kidney, including immune cells. Their stability in urine makes them a potentially powerful tool for liquid biopsy and a noninvasive diagnostic biomarker for kidney-transplant rejection.

METHODS

Using 192 of 220 urine samples with matched biopsy samples from 175 patients who underwent a clinically indicated kidney-transplant biopsy, we isolated urinary exosomal mRNAs and developed rejection signatures on the basis of differential gene expression. We used crossvalidation to assess the performance of the signatures on multiple data subsets.

RESULTS

An exosomal mRNA signature discriminated between biopsy samples from patients with all-cause rejection and those with no rejection, yielding an area under the curve (AUC) of 0.93 (95% CI, 0.87 to 0.98), which is significantly better than the current standard of care (increase in eGFR AUC of 0.57; 95% CI, 0.49 to 0.65). The exosome-based signature's negative predictive value was 93.3% and its positive predictive value was 86.2%. Using the same approach, we identified an additional gene signature that discriminated patients with T cell-mediated rejection from those with antibody-mediated rejection (with an AUC of 0.87; 95% CI, 0.76 to 0.97). This signature's negative predictive value was 90.6% and its positive predictive value was 77.8%.

CONCLUSIONS

Our findings show that mRNA signatures derived from urinary exosomes represent a powerful and noninvasive tool to screen for kidney allograft rejection. This finding has the potential to assist clinicians in therapeutic decision making.

摘要

背景

开发一种准确诊断肾移植排斥反应的非侵入性临床试验对于改善移植肾结局至关重要。尿外泌体是释放到尿液中的微小囊泡,携带母细胞的蛋白质和核酸,反映肾脏内母细胞的生物学功能,包括免疫细胞。它们在尿液中的稳定性使其成为液体活检的潜在有力工具和肾移植排斥反应的非侵入性诊断生物标志物。

方法

我们使用了220份尿液样本中的192份,这些样本与175例接受临床指征肾移植活检患者的活检样本相匹配,分离尿外泌体mRNA,并基于差异基因表达建立排斥反应特征。我们使用交叉验证来评估特征在多个数据子集上的性能。

结果

一种外泌体mRNA特征能够区分全因排斥患者和无排斥患者的活检样本,曲线下面积(AUC)为0.93(95%CI,0.87至0.98),显著优于当前的护理标准(估算肾小球滤过率AUC增加0.57;95%CI,0.49至0.65)。基于外泌体的特征的阴性预测值为93.3%,阳性预测值为86.2%。使用相同方法,我们确定了另一个基因特征,可区分T细胞介导的排斥患者和抗体介导的排斥患者(AUC为0.87;95%CI,0.76至0.97)。该特征的阴性预测值为90.6%,阳性预测值为77.8%。

结论

我们的研究结果表明,源自尿外泌体的mRNA特征是筛查肾移植排斥反应的有力且非侵入性工具。这一发现有可能帮助临床医生进行治疗决策。

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