Cell-free DNA Profiling Informs Major Complications of Hematopoietic Cell Transplantation
Alexandre Pellan ChengiD, Matthew Pellan ChengiD, Conor James Loy, Joan Sesing Lenz, Kaiwen CheniD, Sami Smalling, Philip BurnhamiD, Kaitlyn Marie Timblin, José Luis OrejasiD, Emily A. SilvermaniD, Paz Polak, Francisco M. MartyiD, Jerome RitziD, Iwijn De VlaminckiD
Abstract
Allogeneic hematopoietic cell transplantation (HCT) provides effective treatment for hematologic malignancies and immune disorders. Monitoring of post-transplant complications is critical, yet current diagnostic options are limited. Here, we show that cell-free DNA (cfDNA) in blood is a highly 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 different therapeutic complications can be 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 on infections, 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 time points before and after allogeneic HCT. We found that the abundance of solid-organ derived cfDNA in the blood at one-month after HCT is an early predictor of acute graft-versus-host disease (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 cell chimerism, 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.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Plasma Cell-Free RNA Captures Immune Dynamics and Predicts GVHD after Hematopoietic Stem Cell Transplantation
Conor Loy, Glory Agun, … Iwijn De Vlaminck·medRxiv·May 15, 2024
- Circulating, cell-free methylated DNA indicates cellular sources of allograft injury after liver transplant
Megan E. McNamara, Sidharth S Jain, … Anton Wellstein·Nature CommunicationsPeer-reviewed·Jun 17, 2025
- Donor whole blood DNA methylation is not a strong predictor of acute graft versus host disease in unrelated donor allogeneic haematopoietic cell transplantation
Amy P. Webster, Simone Ecker, … Stephan Beck·Frontiers in GeneticsPeer-reviewed·Apr 3, 2024
- Spatiotemporal Single-Cell Analysis Reveals T Cell Clonal Dynamics and Phenotypic Plasticity in Human Graft-versus-Host Disease
Lingting Shi, Ajna Uzuni, … Ran Reshef·bioRxiv·May 24, 2025
- TCF-1 in CD4 T cells regulates GVHD severity and persistence
R. Harris, M. Mammadli, … M. Karimi·bioRxiv·Mar 22, 2021
- Predictive Modeling of acute Graft-versus-Host-Disease using Machine Learning on Immune Cell and Cytokine Profiles at Engraftment
Mohini Mendiratta, Praful Pandey, … Ranjit Kumar Sahoo·bioRxiv·Mar 13, 2025