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 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<sup>-14</sup>). 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.

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Publication Details

Journal
American Journal of Transplantation
Published
2025-05-05
DOI
https://doi.org/10.1016/j.ajt.2025.04.021
Citations
11
Primary Topic
Transplantation: Methods and Outcomes
Type
article
Field-Weighted Citation Impact
22.07

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article

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

Zachary Demko, Spencer Carter, Matthew Rabinowitz, Sangeeta Bhorade et al.
11 citations
American Journal of Transplantation
Transplantation: Methods and Outcomes
22.07
article

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

Zachary Demko, Spencer Carter, Matthew Rabinowitz, Sangeeta Bhorade, Sandra Carey, David K. A. Barnes, Konstantinos Sideris, Navchetan Kaur, Michelle S. Bloom, Alison Brann, Bernhard Zimmermann, Josef Stehlik, Yen-An Chen, ERIC D. ADLER, Adam Prewett, Jing Xie, Paul Kim, T. Tran, Eleni Tseliou, Ebad Ahmed, M. Olympios
article en
11 citations

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<sup>-14</sup>). 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.

American Journal of TransplantationVol. 25(9)
University of Utah (US), UC San Diego Health System (US), Natera (United States) (US)
American Heart Association, Pfizer, Natera, National Institutes of Health
Zero hunger
Openalex Percentile: Top 0%
Transplantation: Methods and Outcomes
22.07
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