Combined TCR-seq and single-cell RNA-seq reveal distinct origins for antiviral immunity after post-transplant cyclophosphamide and tac/MTX gvhd prophylaxis: Results from the BMT CTN 1801 study
Abstract Background: A randomized multicenter trial (BMT CTN 1703) demonstrated that after reduced intensity conditioning HCT, PT-Cy-based GVHD prophylaxis led to significant reductions in acute and chronic GVHD, but was associated with significantly more Grade 2 (moderate) infections and similar overall survival vs Tac/MTX. A linked mechanistic study (BMT CTN 1801) found that PT-Cy led to pan-T cell depletion and reduced T cell receptor (TCR) repertoire diversity vs Tac/MTX. To discover the molecular mechanisms driving the association of PT-Cy with increased infections, we examined pathogen-specific T cell reconstitution in BMT CTN 1801 patients (n=165 PT-Cy, n=159 Tac/MTX). Methods: We performed deep TCR sequencing on 2,369 blood samples collected pre-HCT (recipient baseline) and on Days +7, 14, 28, 63, 100, 180, 270, 365, 730, and from the graft infusion product. We then applied a novel set of TCR classifiers (Adaptive Biotechnologies) capable of identifying pathogen-specific clones associated with CMV, EBV, SARS-CoV-2, HSV-1, HSV-2, parvovirus, RSV, influenza A, rhinovirus, adenovirus, HHV-6B, norovirus and Toxoplasma. Single-cell (sc) TCR/RNA-sequencing on a sample subset (n=26) was performed to determine the phenotype of pathogen-specific T cells. Results. By linking scRNA-seq with pathogen-specific TCR barcoding, we identified CD4 and CD8 memory T cells as their predominant T cell reservoir. We found that the total number of pathogen-specific singleton TCRs was significantly lower with PT-Cy, starting early post-HCT and persisting through 2 years. For example, at Day +14, PT-Cy patients had 7.8-fold fewer pathogen-specific singleton TCRs vs Tac/MTX (mean of 6.9 vs 54.1, p<0.001). Consistent differences between PT-Cy and Tac/MTX were observed for TCRs specific for each pathogen individually. Patients who developed Grade 3 (severe) viral infections had significantly fewer pathogen-specific singleton TCRs at Day +14 compared to those who had no viral infections (mean of 4.0 vs 32.5, p=0.03). Leveraging intrinsic TCR barcoding of the HCT infusion (“graft”) and of the patient's baseline samples (“recipient”), we could assign the graft/recipient origin of the pathogen-specific cells with high fidelity. This analysis revealed pronounced differences in the origin of pathogen-specific T cells with PT-Cy vs Tac/MTX, especially prior to Day +100. The absolute number of pathogen-specific TCRs originating from the graft was significantly higher with Tac/MTX vs PT-Cy. This difference was observed from day +7 through 6 months post-HCT, with up to 7.1-fold more graft-derived pathogen-specific TCRs in Tac/MTX vs PT-Cy (p<0.001 at each timepoint before day +100). Within patients who received Tac/MTX, the balance of graft vs recipient pathogen-specific clones significantly favored graft clones (for example, a mean of 14.9 graft vs 8.6 recipient pathogen-specific TCRs at Day+14, p=0.02). By contrast, with PT-Cy, in addition to having substantially fewer pathogen-specific TCRs overall, the proportion of these TCRs was not significantly different between graft and recipient clones (mean of 2.1 graft vs 3.3 recipient pathogen-specific TCRs at Day+14, p=0.42). These data uncover that, in addition to the reduction in pathogen-specific T cells with PT-Cy, there was a relative skewing of the anti-microbial T cell reservoir towards recipient cells that persisted after conditioning. Conclusions: PT-Cy led to in vivo T cell depletion across all T cell subsets, which prominently included clones tracked from the allograft itself into the HCT recipient, with a relative sparing of recipient T cell clones that survived transplant conditioning. While the mechanism for relative sparing of recipient cells has not yet been determined, these conditioning-exposed cells may be less proliferative than newly infused graft T cells. The depletion of graft T cells included CD4 and CD8 memory cells specific for infections, which may have contributed to relative deficits in protective immunity against infection in patients receiving PT-Cy. Importantly, these data suggest that with PT-Cy, persisting recipient TCRs may play a key role in preserving anti-infectious immunity. Taken together, these results provide a mechanistic basis for key post-transplant clinical outcomes of the landmark BMT CTN 1703 study. They also underscore the importance of recipient immune status with PT-Cy, creating the opportunity for targeted infection risk assessment in these patients.
Authors
- Javier Bolaños‐Meade (ORCID: https://orcid.org/0000-0002-8340-1808)
- Joseph Schmalz (ORCID: https://orcid.org/0000-0001-9723-4919)
- Najla El Jurdi (ORCID: https://orcid.org/0000-0002-9268-9655)
- Marcie Riches (ORCID: https://orcid.org/0000-0003-0257-0990)
- Harlan Robins (ORCID: https://orcid.org/0000-0001-5225-7076)
- Hany Elmariah (ORCID: https://orcid.org/0000-0001-7920-4636)
- Hemant S. Murthy (ORCID: https://orcid.org/0000-0003-4534-4248)
- Robert R. Jenq (ORCID: https://orcid.org/0000-0002-5434-439X)
- Lyndsey Runaas
- Brent R. Logan (ORCID: https://orcid.org/0000-0002-4473-4044)
- Leslie S. Kean (ORCID: https://orcid.org/0000-0003-0475-3926)
- Saurabh Chhabra (ORCID: https://orcid.org/0000-0001-9117-8696)
- Susan DeWolf (ORCID: https://orcid.org/0000-0002-2754-3537)
- Amin M. Alousi (ORCID: https://orcid.org/0000-0002-2498-8573)
- Kristy Applegate
- Shernan G. Holtan (ORCID: https://orcid.org/0000-0002-5054-9419)
- Richard J. Jones (ORCID: https://orcid.org/0000-0002-2946-1164)
- Suman R. Das (ORCID: https://orcid.org/0000-0003-2496-9724)
- Stephanie A. Bien (ORCID: https://orcid.org/0000-0002-8713-4583)
- Lea Steinberg
- Alison W. Loren (ORCID: https://orcid.org/0000-0002-8812-9911)
- Mahasweta Gooptu (ORCID: https://orcid.org/0000-0001-8894-2411)
- John E. Levine (ORCID: https://orcid.org/0000-0002-5611-7828)
- Monzr M. Al Malki (ORCID: https://orcid.org/0000-0001-8226-471X)
- Wael Saber (ORCID: https://orcid.org/0000-0002-6544-5815)
- Sung Won Choi (ORCID: https://orcid.org/0000-0002-6321-3834)
- Karamjeet Sandhu (ORCID: https://orcid.org/0000-0001-8024-8484)
- Anthony D. Sung (ORCID: https://orcid.org/0000-0003-3765-641X)
- Brian C. Shaffer (ORCID: https://orcid.org/0000-0003-3433-9179)
- James J. Kaminski (ORCID: https://orcid.org/0000-0002-5137-7516)
- Merav Bar (ORCID: https://orcid.org/0000-0001-5334-5158)
- Andrew R. Rezvani (ORCID: https://orcid.org/0000-0002-1661-7334)
- Jillian Zavistaski
- Ami Siddharth Bhatt (ORCID: https://orcid.org/0000-0001-8099-2975)
- Miguel‐Angel Perales (ORCID: https://orcid.org/0000-0002-5910-4571)
- Armin Rashidi (ORCID: https://orcid.org/0000-0002-9384-272X)
- Catherine Sanders (ORCID: https://orcid.org/0000-0001-5058-0486)
- Karilyn Larkin (ORCID: https://orcid.org/0000-0002-1898-9836)
- Mary M. Horowitz (ORCID: https://orcid.org/0000-0002-9502-785X)
- Steven J. Siegel (ORCID: https://orcid.org/0000-0003-0690-2390)
- Michael Martens
- Mehdi Hamadani
- William Clark
- Isabella Schichter
- Nicholas Winn
Institutions
- Roswell Park Comprehensive Cancer Center (US)
- City Of Hope National Medical Center (US)
- University of Minnesota (US)
- Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa (ZA)
- Mayo Clinic (US)
- The University of Texas MD Anderson Cancer Center (US)
- Duke University (US)
- Virginia Commonwealth University (US)
- Medical College of Wisconsin (US)
- University of Michigan (US)
- University of Minnesota System (US)
- Moffitt Cancer Center (US)
- Kettering University (US)
- Fred Hutch Cancer Center (US)
- Adaptive Biotechnologies (United States) (US)
- IQVIA (United States) (US)
- Ohio State University Hospital (US)
- City of Hope (US)
- EMD Serono, Inc. (United States) (US)
- Dana-Farber Cancer Institute (US)
- Mayo Clinic in Arizona (US)
- Mayo Clinic Hospital (US)
- National Cancer Institute (US)
- Mayo Clinic in Florida (US)
- University of Baltimore (US)
- University of Pennsylvania (US)
- Vanderbilt University Medical Center (US)
- Stanford University (US)
- Icahn School of Medicine at Mount Sinai (US)
Publication Details
- Journal
- Blood
- Published
- 2025-11-03
- DOI
- https://doi.org/10.1182/blood-2025-818
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00