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A Single-cell Atlas Identifies Pretreatment Features of Primary Imatinib Resistance in Chronic Myeloid Leukemia

Authors :
Vaidehi Krishnan
Florian Schmidt
Zahid Nawaz
Prasanna Nori Venkatesh
Kian Leong Lee
Xi Ren
Zhu En Chan
Mengge Yu
Meera Makheja
Nirmala Arul Rayan
Michelle Gek Liang Lim
Alice Man Sze Cheung
Sudipto Bari
Wee Joo Chng
Hein Than
John Ouyang
Owen Rackham
Tuan Zea Tan
William Ying Khee Hwang
Charles Chuah
Shyam Prabhakar
S. Tiong Ong
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

Details

ISSN :
15280020 and 00064971
Database :
OpenAIRE
Journal :
Blood
Accession number :
edsair.doi...........922159a6483d8b64720deb739ee3f2d5
Full Text :
https://doi.org/10.1182/blood.2022017295