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
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.
Article Details
Authors (45)
Steven Siegel
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Susan DeWolf
Joseph Schmalz
3Adaptive Biotechnologies, Seattle, United States
Nicholas Winn
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
James Kaminski
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Stephanie Bien
3Adaptive Biotechnologies, Seattle, United States
Catherine Sanders
3Adaptive Biotechnologies, Seattle, United States
Harlan Robins
3Adaptive Biotechnologies, Seattle, United States
Jillian Zavistaski
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Isabella Schichter
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Lea Steinberg
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Kristy Applegate
4The Emmes Company, Rockland, United States
Merav Bar
Saurabh Chhabra
6The Mayo Clinic Arizona, Pheonix, United States
Sung Choi
7University of Michigan, Ann Arbor, United States
William Clark
Suman Das
Department of Chemistry, GITAM University 1 , Visakhapatnam, Andhra Pradesh 530045,
Robert Jenq
1City of Hope, Hematology and HCT, Duarte, United States
Richard Jones
1Johns Hopkins University, Oncology, Baltimore, United States
John Levine
12Icahn School of Medicine at Mount Sinai, New York, United States
Brent Logan
2CIBMTR/Medical College of Wisconsin, Milwaukee, United States
Michael Martens
13Medical College of Wisconsin, Milwaukee, United States
Hemant Murthy
2Mayo Clinic, Jacksonville, United States
Armin Rashidi
Marcie Riches
Kura Oncology Inc., San Diego, California, United States
Wael Saber
3CIBMTR® (Center for International Blood and Marrow Transplant Research), Medical College of Wisconsin, Milwaukee, United States
Karamjeet Sandhu
11Department of Hematology and Hematopoietic Cell Transplantation, Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA
Anthony Sung
16Duke University School of Medicine, Durham, United States
Karilyn Larkin
17Ohio State University Hospital, Columbus, United States
Monzr M. Al Malki
1City of Hope, Duarte, United States
Mahasweta Gooptu
1Dana Farber Cancer Institute, Boston, United States
Hany Elmariah
Stanford University, Stanford, California, United States
Amin Alousi
20MD Anderson Cancer Center, Houston, United States
Lyndsey Runaas
13Medical College of Wisconsin, Milwaukee, United States
Brian Shaffer
2Memorial Sloan Kettering Cancer Center, New York, United States
Andrew Rezvani
21Stanford University School of Medicine, Stanford, United States
N El Jurdi
22University of Minnesota, Minneapolis, United States
Alison Loren
24University of Pennsylvania Medical Center, Philadelphia, United States
Mary Horowitz
2CIBMTR/Medical College of Wisconsin, Milwaukee, United States
Mehdi Hamadani
12Blood and Marrow Transplant and Cellular Therapy Program, Medical College of Wisconsin, Milwaukee, WI
Javier Bolanos-Meade
1Johns Hopkins University School of Medicine, Oncology, Baltimore, United States
Shernan Holtan
1Roswell Park Comprehensive Cancer Center, Buffalo, United States
Ami Bhatt
21Stanford University School of Medicine, Stanford, United States
Miguel-Angel Perales
1Adult Bone Marrow Transplant Service, Memorial Sloan Kettering Cancer Center, New York, NY
Leslie Kean
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States