Bone marrow microenvironment signatures associate with patient survival after guadecitabine and atezolizumab therapy in HMA-resistant MDS
Jang, H. J.; Urrutia, G.; Orskov, A. D.; Kim, H. J.; Nelson, S. A.; Nguyen, A. V.; Lee, H.; Burgos, R. S.; Johnson, B. K.; Wegener, M.; Becker, K.; Adams, M.; Sheridan, R.; Ramjan, Z. H.; Givan, S. A.; Zebley, C. C.; Youngblood, B.; Issa, J.-P.; Topper, M. J.; Baer, M. R.; Baylin, S. B.; Triche, T. J.; O'Connell, C. L.; Gronbaek, K.; Jones, P. A.
Show abstract
Almost 50% of patients with myelodysplastic syndrome (MDS) are refractory to first-line hypomethylating agents (HMAs), which presents a significant clinical challenge considering the lack of options for salvage. Past work revealed that immune checkpoint molecules on peripheral myeloblasts and immune cells are up-regulated after HMA treatment. Therefore, we conducted a Phase I/II clinical trial combining guadecitabine (an HMA) and atezolizumab (an immune checkpoint inhibitor) to treat HMA-relapsed or refractory (HMA-R/R) MDS patients. This combination therapy showed median overall survival of 15.1 months relative to historical controls (4-6 months). Here, we profiled the cell composition and gene expression signatures of cells from bone marrow aspirates from trial participants with short-term (<15 months) or long-term (>15 months) survival at single-cell resolution. Long-term survivors showed a significant reduction of immunosuppressive monocytes, and an expansion of effector lymphocytes after combination therapy. Further immune profiling suggests that gamma delta T cell activation through primed dendritic cells was associated with global interferon activation in the bone marrow microenvironment of long-term survivors. Short-term survivors exhibited elevated inflammation and senescence-like gene signatures that were not resolved by combination therapy. We propose that distinct bone marrow microenvironment features, such as senescence-associated inflammation or immunosuppressive monocyte presence, could improve patient stratification for HMA and immunotherapy combinations in HMA-R/R MDS patients.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- A single-cell atlas characterizes dysregulation of the bone marrow immune microenvironment associated with outcomes in multiple myeloma 97%
- DUSP6 mediates resistance to JAK2 inhibition and drives leukemic progression 95%
- Single cell dissection of developmental origins and transcriptional heterogeneity in B-cell acute lymphoblastic leukemia 95%
Similar papers in this journal
Similar papers in this journal
- AML/T cell interactomics uncover correlates of patient outcomes and the key role of ICAM1 in T cell killing of AML 96%
- Identification of leukemia stem cell subsets with distinct transcriptional, epigenetic and functional properties 96%
- Mesenchymal stem cells suppress leukemia via macrophage-mediated functional restoration of bone marrow microenvironment 95%
Similar papers in this journal
- Ontogeny Dictates Oncogenic Potential, Lineage Hierarchy, and Therapy Response in Pediatric Leukemia 96%
- Distinct Tumor Necrosis Factor Alpha Receptors Dictate Stem Cell Fitness Versus Lineage Output in Dnmt3a-Mutant Clonal Hematopoiesis 96%
- A Humanized Animal Model Predicts Clonal Evolution and Therapeutic Vulnerabilities in Myeloproliferative Neoplasms 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.