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A Single-cell Atlas Identifies Pretreatment Features of Primary Imatinib Resistance in Chronic Myeloid Leukemia
- Source :
- Blood.
- Publication Year :
- 2023
- Publisher :
- American Society of Hematology, 2023.
-
Abstract
- Primary resistance to tyrosine kinase inhibitors (TKI) is a significant barrier to optimal outcomes in chronic myeloid leukemia, but little is known about the factors contributing to response heterogeneity. Using scRNA-sequencing, we identified eight statistically significant features in pretreatment bone marrow mononuclear cells which correlated with either sensitivity (major molecular response or MMR) or extreme resistance to imatinib (eventual blast crisis transformation). Employing machine-learning, we also identified LSC and NK gene expression profiles predicting imatinib response with >80% accuracy, including zero false positives for predicting BC. A canonical erythroid-specifying (TAL1/KLF1/GATA1) regulon was a hallmark of LSCs from patients with MMR and was associated with erythroid progenitor (ERP) expansion in vivo (p
- Subjects :
- Immunology
Cell Biology
Hematology
Biochemistry
Subjects
Details
- ISSN :
- 15280020 and 00064971
- Database :
- OpenAIRE
- Journal :
- Blood
- Accession number :
- edsair.doi...........922159a6483d8b64720deb739ee3f2d5