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一种使用供体来源的游离DNA分数和数量来检测心脏移植后急性排斥反应的双阈值算法。

A two-threshold algorithm using donor-derived cell-free DNA fraction and quantity to detect acute rejection after heart transplantation.

作者信息

Kim Paul J, Olympios Michael, Sideris Konstantinos, Tseliou Eleni, Tran Taylor Y, Carter Spencer, Brann Alison, Kaur Navchetan, Carey Sandra A, Bhorade Sangeeta, Chen Yen-An, Barnes David, Ahmed Ebad, Xie Jing, Prewett Adam, Rabinowitz Matthew, Zimmermann Bernhard G, Bloom Michelle S, Demko Zachary, Adler Eric, Stehlik Josef

机构信息

UC San Diego Health, San Diego, California, USA.

Natera, Inc, Austin, Texas, USA.

出版信息

Am J Transplant. 2025 Sep;25(9):1895-1905. doi: 10.1016/j.ajt.2025.04.021. Epub 2025 May 5.

Abstract

Donor-derived cell-free DNA (dd-cfDNA) is a promising biomarker of acute rejection (AR) after heart transplantation (HTx). dd-cfDNA, measured as a fraction of total cfDNA, can be affected by changes in total cfDNA whereas dd-cfDNA quantity can mitigate this impact. This study investigated the performance of a 2-threshold algorithm (2TA) that combines dd-cfDNA fraction (dd-cfDNA%) and donor-quantity score (DQS). A total of 808 plasma samples were prospectively collected for dd-cfDNA testing from 187 adult HTx patients with contemporaneous endomyocardial biopsies. cfDNA was analyzed by a single nucleotide polymorphism-based next-generation sequencing workflow; dd-cfDNA% and DQS were measured using the sequencing reads and single nucleotide polymorphism genotypes. Both dd-cfDNA% and DQS were significantly higher in AR than in non-AR samples (P < 10). Considering samples exceeding either dd-cfDNA% = 0.26% or DQS = 18 copies/mL as positive, the 2TA demonstrated 86.5% sensitivity and 83.6% specificity for AR detection and an area under the curve of 0.881. Compared to dd-cfdNA% alone, performance improved with a mean net reclassification index of 16.4% (standard deviation: 4.0%; P = .015) and a 37.3% reduction in the number of the false positive cases compared to the previously established cutoff of 0.15%. Combining dd-cfDNA fraction and quantity estimate in a 2TA may improve AR detection accuracy in HTx recipients compared with dd-cfDNA% alone.

摘要

供体来源的游离DNA(dd-cfDNA)是心脏移植(HTx)后急性排斥反应(AR)的一种有前景的生物标志物。作为总cfDNA的一部分来测量的dd-cfDNA,可能会受到总cfDNA变化的影响,而dd-cfDNA的量可以减轻这种影响。本研究调查了一种结合dd-cfDNA比例(dd-cfDNA%)和供体数量评分(DQS)的双阈值算法(2TA)的性能。前瞻性地收集了187例成年HTx患者的808份血浆样本用于dd-cfDNA检测,并同时进行心内膜心肌活检。通过基于单核苷酸多态性的下一代测序流程分析cfDNA;使用测序读数和单核苷酸多态性基因型测量dd-cfDNA%和DQS。AR样本中的dd-cfDNA%和DQS均显著高于非AR样本(P<10)。将dd-cfDNA%=0.26%或DQS=18拷贝/mL以上的样本视为阳性,2TA对AR检测的灵敏度为86.5%,特异性为83.6%,曲线下面积为0.881。与单独使用dd-cfdNA%相比,性能有所改善,平均净重新分类指数为16.4%(标准差:4.0%;P = 0.015),与先前确定的0.15%的截断值相比,假阳性病例数减少了37.3%。与单独使用dd-cfDNA%相比,在双阈值算法中结合dd-cfDNA比例和数量估计可能会提高HTx受者AR检测的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5056/12435761/111c8749978a/nihms-2109705-f0001.jpg

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