bioRxivCancer BiologyPreprint
Early persistence of recipient stem-cells and T-cell dysregulation are associated with relapse after transplant in AML/MDS
Nurefsan E. SariipekiD, Ksenia R. SafinaiD, Wesley S. LuiD, Shuqiang LiiD, J. Thomas Janes, McKayla Van Orden, Kenneth J. LivakiD, Haynes HeatoniD, Vincent T. HoiD, John KorethiD, Marlise Rachael LuskiniD, Gabriel Kenneth GriffiniD, Jacqueline Suen GarciaiD, Robert Coleman LindsleyiD, Corey S. CutleriD, Robert J. SoifferiD, Jerome RitziD, Catherine J. WuiD, Joseph H. AntiniD, Andrew A. LaneiD, Mahasweta GooptuiD, Peter van GaleniD
Abstract
Hematopoietic stem cell transplantation (HSCT) offers the best curative option for acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS), yet relapse remains common. Current relapse detection methods are often too late for effective intervention. To identify earlier predictors and therapeutic targets, we performed longitudinal single-cell RNA and T cell receptor (TCR) sequencing of bone marrow from 33 AML/MDS patients during post-transplant immune reconstitution, comparing those who relapsed to those who remained in remission. Persistence of recipient hematopoietic stem and progenitor cells (HSPCs) in the marrow was associated with relapse months later. These residual recipient HSPCs harbored copy number variations (CNVs), supporting their leukemic origin, and overexpressed PRAME and CALCRL compared to coexisting donor HSPCs. Further, in a subset of TP53-mutant disease, low TCR diversity with skewing toward dominant clonotypes foreshadowed relapse. These findings lay the groundwork for improved relapse prediction and nominate therapeutic targets for early post-transplant intervention.
- organism: human
- assay: scRNA-seq
- assay: CITE-seq
- research focus: cell type annotation
- research focus: differential expression
- approach: deep learning
- Citations
- 0
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