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Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation
Allogeneic hematopoietic cell transplantation (HCT) provides effective treatment for hematologic malignancies and immune disorders. Monitoring of posttransplant complications is critical, yet current diagnostic options are limited. Here, we show that cell-free DNA (cfDNA) in blood is a versatile ana...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795552/ https://www.ncbi.nlm.nih.gov/pubmed/35058359 http://dx.doi.org/10.1073/pnas.2113476118 |
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author | Cheng, Alexandre Pellan Cheng, Matthew Pellan Loy, Conor James Lenz, Joan Sesing Chen, Kaiwen Smalling, Sami Burnham, Philip Timblin, Kaitlyn Marie Orejas, José Luis Silverman, Emily Polak, Paz Marty, Francisco M. Ritz, Jerome De Vlaminck, Iwijn |
author_facet | Cheng, Alexandre Pellan Cheng, Matthew Pellan Loy, Conor James Lenz, Joan Sesing Chen, Kaiwen Smalling, Sami Burnham, Philip Timblin, Kaitlyn Marie Orejas, José Luis Silverman, Emily Polak, Paz Marty, Francisco M. Ritz, Jerome De Vlaminck, Iwijn |
author_sort | Cheng, Alexandre Pellan |
collection | PubMed |
description | Allogeneic hematopoietic cell transplantation (HCT) provides effective treatment for hematologic malignancies and immune disorders. Monitoring of posttransplant complications is critical, yet current diagnostic options are limited. Here, we show that cell-free DNA (cfDNA) in blood is a versatile analyte for monitoring of the most important complications that occur after HCT: graft-versus-host disease (GVHD), a frequent immune complication of HCT, infection, relapse of underlying disease, and graft failure. We demonstrate that these therapeutic complications are informed from a single assay, low-coverage bisulfite sequencing of cfDNA, followed by disease-specific bioinformatic analyses. To inform GVHD, we profile cfDNA methylation marks to trace the cfDNA tissues-of-origin and to quantify tissue-specific injury. To inform infection, we implement metagenomic cfDNA profiling. To inform cancer relapse, we implement analyses of tumor-specific genomic aberrations. Finally, to detect graft failure, we quantify the proportion of donor- and recipient-specific cfDNA. We applied this assay to 170 plasma samples collected from 27 HCT recipients at predetermined timepoints before and after allogeneic HCT. We found that the abundance of solid-organ–derived cfDNA in the blood at 1 mo after HCT is predictive of acute GVHD (area under the curve, 0.88). Metagenomic profiling of cfDNA revealed the frequent occurrence of viral reactivation in this patient population. The fraction of donor-specific cfDNA was indicative of relapse and remission, and the fraction of tumor-specific cfDNA was informative of cancer relapse. This proof-of-principle study shows that cfDNA has the potential to improve the care of allogeneic HCT recipients by enabling earlier detection and better prediction of the complex array of complications that occur after HCT. |
format | Online Article Text |
id | pubmed-8795552 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-87955522022-07-20 Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation Cheng, Alexandre Pellan Cheng, Matthew Pellan Loy, Conor James Lenz, Joan Sesing Chen, Kaiwen Smalling, Sami Burnham, Philip Timblin, Kaitlyn Marie Orejas, José Luis Silverman, Emily Polak, Paz Marty, Francisco M. Ritz, Jerome De Vlaminck, Iwijn Proc Natl Acad Sci U S A Biological Sciences Allogeneic hematopoietic cell transplantation (HCT) provides effective treatment for hematologic malignancies and immune disorders. Monitoring of posttransplant complications is critical, yet current diagnostic options are limited. Here, we show that cell-free DNA (cfDNA) in blood is a versatile analyte for monitoring of the most important complications that occur after HCT: graft-versus-host disease (GVHD), a frequent immune complication of HCT, infection, relapse of underlying disease, and graft failure. We demonstrate that these therapeutic complications are informed from a single assay, low-coverage bisulfite sequencing of cfDNA, followed by disease-specific bioinformatic analyses. To inform GVHD, we profile cfDNA methylation marks to trace the cfDNA tissues-of-origin and to quantify tissue-specific injury. To inform infection, we implement metagenomic cfDNA profiling. To inform cancer relapse, we implement analyses of tumor-specific genomic aberrations. Finally, to detect graft failure, we quantify the proportion of donor- and recipient-specific cfDNA. We applied this assay to 170 plasma samples collected from 27 HCT recipients at predetermined timepoints before and after allogeneic HCT. We found that the abundance of solid-organ–derived cfDNA in the blood at 1 mo after HCT is predictive of acute GVHD (area under the curve, 0.88). Metagenomic profiling of cfDNA revealed the frequent occurrence of viral reactivation in this patient population. The fraction of donor-specific cfDNA was indicative of relapse and remission, and the fraction of tumor-specific cfDNA was informative of cancer relapse. This proof-of-principle study shows that cfDNA has the potential to improve the care of allogeneic HCT recipients by enabling earlier detection and better prediction of the complex array of complications that occur after HCT. National Academy of Sciences 2022-01-20 2022-01-25 /pmc/articles/PMC8795552/ /pubmed/35058359 http://dx.doi.org/10.1073/pnas.2113476118 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Cheng, Alexandre Pellan Cheng, Matthew Pellan Loy, Conor James Lenz, Joan Sesing Chen, Kaiwen Smalling, Sami Burnham, Philip Timblin, Kaitlyn Marie Orejas, José Luis Silverman, Emily Polak, Paz Marty, Francisco M. Ritz, Jerome De Vlaminck, Iwijn Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation |
title | Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation |
title_full | Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation |
title_fullStr | Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation |
title_full_unstemmed | Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation |
title_short | Cell-free DNA profiling informs all major complications of hematopoietic cell transplantation |
title_sort | cell-free dna profiling informs all major complications of hematopoietic cell transplantation |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795552/ https://www.ncbi.nlm.nih.gov/pubmed/35058359 http://dx.doi.org/10.1073/pnas.2113476118 |
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