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A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation
BACKGROUND: Endomyocardial biopsy (EMB), the reference surveillance test for acute rejection (AR) in heart transplant (HTx) recipients, is invasive, costly, and shows significant interobserver variability. Recent studies indicate that donor-derived cell-free DNA (dd-cfDNA), obtained non-invasively f...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9670834/ https://www.ncbi.nlm.nih.gov/pubmed/35577713 http://dx.doi.org/10.1016/j.healun.2022.04.002 |
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author | Kim, Paul J. Olymbios, Michael Siu, Alfonso Pinzon, Omar Wever Adler, Eric Liang, Nathan Swenerton, Ryan Sternberg, Jonathan Kaur, Navchetan Ahmed, Ebad Chen, Yen-An Fehringer, Gordon Demko, Zachary P. Billings, Paul R. Stehlik, Josef |
author_facet | Kim, Paul J. Olymbios, Michael Siu, Alfonso Pinzon, Omar Wever Adler, Eric Liang, Nathan Swenerton, Ryan Sternberg, Jonathan Kaur, Navchetan Ahmed, Ebad Chen, Yen-An Fehringer, Gordon Demko, Zachary P. Billings, Paul R. Stehlik, Josef |
author_sort | Kim, Paul J. |
collection | PubMed |
description | BACKGROUND: Endomyocardial biopsy (EMB), the reference surveillance test for acute rejection (AR) in heart transplant (HTx) recipients, is invasive, costly, and shows significant interobserver variability. Recent studies indicate that donor-derived cell-free DNA (dd-cfDNA), obtained non-invasively from blood, is associated with AR and could reduce the frequency of EMB surveillance. The aim of this study was to examine the performance characteristics of a novel test for detecting AR in adult HTx recipients. METHODS: Plasma samples with contemporaneous EMBs were obtained from HTx recipients. A clinically available SNP-based massively multiplexed-PCR dd-cfDNA assay was used to measure dd-cfDNA fraction. dd-cfDNA fractions were compared with EMB-defined rejection status and test performance was assessed by constructing ROC curves and calculating accuracy measures. RESULTS: A total of 811 samples from 223 patients with dd-cfDNA testing and contemporaneous EMB were eligible for the study. dd-cfDNA fraction was significantly higher in AR (median 0.58%, IQR, 0.13%-1.68%) compared to non-AR (median 0.04%, IQR, 0.01%-0.11%, p(c) < 0.001). ROC analysis produced an area under the curve (AUC-ROC) of 0.86 (95% CI, 0.77–0.96). Defining samples with dd-cfDNA fraction ≥0.15% as AR yielded 78.5% sensitivity (95% CI, 60.7%–96.3%) and 76.9% specificity (95% CI, 71.1%–82.7%). Positive and negative predictive values were 25.1% (95% CI, 18.8%–31.5%) and 97.3% (95% CI, 95.1%–99.5%) respectively, calculated using the cohort AR prevalence of 9.0% (95% CI, 5.3%–12.8%) with adjustment for repeat samples. CONCLUSIONS: This novel dd-cfDNA test detects AR in HTx recipients with good accuracy and holds promise as a noninvasive test for AR in HTx recipients. |
format | Online Article Text |
id | pubmed-9670834 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
spelling | pubmed-96708342022-11-17 A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation Kim, Paul J. Olymbios, Michael Siu, Alfonso Pinzon, Omar Wever Adler, Eric Liang, Nathan Swenerton, Ryan Sternberg, Jonathan Kaur, Navchetan Ahmed, Ebad Chen, Yen-An Fehringer, Gordon Demko, Zachary P. Billings, Paul R. Stehlik, Josef J Heart Lung Transplant Article BACKGROUND: Endomyocardial biopsy (EMB), the reference surveillance test for acute rejection (AR) in heart transplant (HTx) recipients, is invasive, costly, and shows significant interobserver variability. Recent studies indicate that donor-derived cell-free DNA (dd-cfDNA), obtained non-invasively from blood, is associated with AR and could reduce the frequency of EMB surveillance. The aim of this study was to examine the performance characteristics of a novel test for detecting AR in adult HTx recipients. METHODS: Plasma samples with contemporaneous EMBs were obtained from HTx recipients. A clinically available SNP-based massively multiplexed-PCR dd-cfDNA assay was used to measure dd-cfDNA fraction. dd-cfDNA fractions were compared with EMB-defined rejection status and test performance was assessed by constructing ROC curves and calculating accuracy measures. RESULTS: A total of 811 samples from 223 patients with dd-cfDNA testing and contemporaneous EMB were eligible for the study. dd-cfDNA fraction was significantly higher in AR (median 0.58%, IQR, 0.13%-1.68%) compared to non-AR (median 0.04%, IQR, 0.01%-0.11%, p(c) < 0.001). ROC analysis produced an area under the curve (AUC-ROC) of 0.86 (95% CI, 0.77–0.96). Defining samples with dd-cfDNA fraction ≥0.15% as AR yielded 78.5% sensitivity (95% CI, 60.7%–96.3%) and 76.9% specificity (95% CI, 71.1%–82.7%). Positive and negative predictive values were 25.1% (95% CI, 18.8%–31.5%) and 97.3% (95% CI, 95.1%–99.5%) respectively, calculated using the cohort AR prevalence of 9.0% (95% CI, 5.3%–12.8%) with adjustment for repeat samples. CONCLUSIONS: This novel dd-cfDNA test detects AR in HTx recipients with good accuracy and holds promise as a noninvasive test for AR in HTx recipients. 2022-07 2022-04-10 /pmc/articles/PMC9670834/ /pubmed/35577713 http://dx.doi.org/10.1016/j.healun.2022.04.002 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ) |
spellingShingle | Article Kim, Paul J. Olymbios, Michael Siu, Alfonso Pinzon, Omar Wever Adler, Eric Liang, Nathan Swenerton, Ryan Sternberg, Jonathan Kaur, Navchetan Ahmed, Ebad Chen, Yen-An Fehringer, Gordon Demko, Zachary P. Billings, Paul R. Stehlik, Josef A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation |
title | A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation |
title_full | A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation |
title_fullStr | A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation |
title_full_unstemmed | A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation |
title_short | A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation |
title_sort | novel donor-derived cell-free dna assay for the detection of acute rejection in heart transplantation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9670834/ https://www.ncbi.nlm.nih.gov/pubmed/35577713 http://dx.doi.org/10.1016/j.healun.2022.04.002 |
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