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Network-based systems pharmacology reveals heterogeneity in LCK and BCL2 signaling and therapeutic sensitivity of T-cell acute lymphoblastic leukemia.

Authors :
Gocho Y
Liu J
Hu J
Yang W
Dharia NV
Zhang J
Shi H
Du G
John A
Lin TN
Hunt J
Huang X
Ju B
Rowland L
Shi L
Maxwell D
Smart B
Crews KR
Yang W
Hagiwara K
Zhang Y
Roberts K
Wang H
Jabbour E
Stock W
Eisfelder B
Paietta E
Newman S
Roti G
Litzow M
Easton J
Zhang J
Peng J
Chi H
Pounds S
Relling MV
Inaba H
Zhu X
Kornblau S
Pui CH
Konopleva M
Teachey D
Mullighan CG
Stegmaier K
Evans WE
Yu J
Yang JJ
Source :
Nature cancer [Nat Cancer] 2021 Mar; Vol. 2 (3), pp. 284-299. Date of Electronic Publication: 2021 Jan 21.
Publication Year :
2021

Abstract

T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematological malignancy, and novel therapeutics are much needed. Profiling patient leukemia' drug sensitivities ex vivo , we discovered that 44.4% of childhood and 16.7% of adult T-ALL cases exquisitely respond to dasatinib. Applying network-based systems pharmacology analyses to examine signal circuitry, we identified preTCR-LCK activation as the driver of dasatinib sensitivity, and T-ALL-specific LCK dependency was confirmed in genome-wide CRISPR-Cas9 screens. Dasatinib-sensitive T-ALLs exhibited high BCL-XL and low BCL2 activity and venetoclax resistance. Discordant sensitivity of T-ALL to dasatinib and venetoclax is strongly correlated with T-cell differentiation, particularly with the dynamic shift in LCK vs. BCL2 activation. Finally, single-cell analysis identified leukemia heterogeneity in LCK and BCL2 signaling and T-cell maturation stage, consistent with dasatinib response. In conclusion, our results indicate that developmental arrest in T-ALL drives differential activation of preTCR-LCK and BCL2 signaling in this leukemia, providing unique opportunities for targeted therapy.

Details

Language :
English
ISSN :
2662-1347
Volume :
2
Issue :
3
Database :
MEDLINE
Journal :
Nature cancer
Publication Type :
Academic Journal
Accession number :
34151288
Full Text :
https://doi.org/10.1038/s43018-020-00167-4