Paul J Kim,Michael Olympios,Konstantinos Sideris,Eleni Tseliou,Taylor Y Tran,Spencer Carter,Alison Brann,Navchetan Kaur,Sandra A Carey,Sangeeta Bhorade,Yen-An Chen,David Barnes,Ebad Ahmed,Jing Xie,Adam Prewett,Matthew Rabinowitz,Bernhard G Zimmermann,Michelle S Bloom,Zachary Demko,Eric Adler,Josef Stehlik
{"title":"利用供体无细胞DNA分数和数量检测心脏移植后急性排斥反应的双阈值算法。","authors":"Paul J Kim,Michael Olympios,Konstantinos Sideris,Eleni Tseliou,Taylor Y Tran,Spencer Carter,Alison Brann,Navchetan Kaur,Sandra A Carey,Sangeeta Bhorade,Yen-An Chen,David Barnes,Ebad Ahmed,Jing Xie,Adam Prewett,Matthew Rabinowitz,Bernhard G Zimmermann,Michelle S Bloom,Zachary Demko,Eric Adler,Josef Stehlik","doi":"10.1016/j.ajt.2025.04.021","DOIUrl":null,"url":null,"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 investigates the performance of a two-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 (SNP)-based next-generation sequencing workflow; dd-cfDNA% and DQS were measured using the sequencing reads and SNP genotypes. Both dd-cfDNA% and DQS were significantly higher in AR compared to non-AR samples (p<10-14). Considering samples exceeding either dd-cfDNA%=0.26% or DQS=18 cp/mL as positive, the 2TA demonstrated 86.5% sensitivity and 83.6% specificity for AR detection and an AUC of 0.881. Compared to dd-cfdNA% alone, performance improved with a mean net reclassification index (NRI) of 16.4% (SD: 4.0%; p=0.015) and a 37.3% reduction of the false positive rate 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 to dd-cfDNA% alone.","PeriodicalId":123,"journal":{"name":"American Journal of Transplantation","volume":"37 1","pages":""},"PeriodicalIF":8.9000,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Two-Threshold Algorithm using Donor-derived Cell-free DNA Fraction and Quantity to Detect Acute Rejection After Heart Transplantation.\",\"authors\":\"Paul J Kim,Michael Olympios,Konstantinos Sideris,Eleni Tseliou,Taylor Y Tran,Spencer Carter,Alison Brann,Navchetan Kaur,Sandra A Carey,Sangeeta Bhorade,Yen-An Chen,David Barnes,Ebad Ahmed,Jing Xie,Adam Prewett,Matthew Rabinowitz,Bernhard G Zimmermann,Michelle S Bloom,Zachary Demko,Eric Adler,Josef Stehlik\",\"doi\":\"10.1016/j.ajt.2025.04.021\",\"DOIUrl\":null,\"url\":null,\"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 investigates the performance of a two-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 (SNP)-based next-generation sequencing workflow; dd-cfDNA% and DQS were measured using the sequencing reads and SNP genotypes. Both dd-cfDNA% and DQS were significantly higher in AR compared to non-AR samples (p<10-14). Considering samples exceeding either dd-cfDNA%=0.26% or DQS=18 cp/mL as positive, the 2TA demonstrated 86.5% sensitivity and 83.6% specificity for AR detection and an AUC of 0.881. Compared to dd-cfdNA% alone, performance improved with a mean net reclassification index (NRI) of 16.4% (SD: 4.0%; p=0.015) and a 37.3% reduction of the false positive rate compared to the previously established cutoff of 0.15%. 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A Two-Threshold Algorithm using Donor-derived Cell-free DNA Fraction and Quantity to Detect Acute Rejection After Heart Transplantation.
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 investigates the performance of a two-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 (SNP)-based next-generation sequencing workflow; dd-cfDNA% and DQS were measured using the sequencing reads and SNP genotypes. Both dd-cfDNA% and DQS were significantly higher in AR compared to non-AR samples (p<10-14). Considering samples exceeding either dd-cfDNA%=0.26% or DQS=18 cp/mL as positive, the 2TA demonstrated 86.5% sensitivity and 83.6% specificity for AR detection and an AUC of 0.881. Compared to dd-cfdNA% alone, performance improved with a mean net reclassification index (NRI) of 16.4% (SD: 4.0%; p=0.015) and a 37.3% reduction of the false positive rate 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 to dd-cfDNA% alone.
期刊介绍:
The American Journal of Transplantation is a leading journal in the field of transplantation. It serves as a forum for debate and reassessment, an agent of change, and a major platform for promoting understanding, improving results, and advancing science. Published monthly, it provides an essential resource for researchers and clinicians worldwide.
The journal publishes original articles, case reports, invited reviews, letters to the editor, critical reviews, news features, consensus documents, and guidelines over 12 issues a year. It covers all major subject areas in transplantation, including thoracic (heart, lung), abdominal (kidney, liver, pancreas, islets), tissue and stem cell transplantation, organ and tissue donation and preservation, tissue injury, repair, inflammation, and aging, histocompatibility, drugs and pharmacology, graft survival, and prevention of graft dysfunction and failure. It also explores ethical and social issues in the field.