Integrative multi-omics and drug response profiling of childhood acute lymphoblastic leukemia cell lines

儿童急性淋巴细胞白血病细胞系的综合多组学和药物反应分析

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作者:Isabelle Rose Leo #, Luay Aswad #, Matthias Stahl #, Elena Kunold, Frederik Post, Tom Erkers, Nona Struyf, Georgios Mermelekas, Rubin Narayan Joshi, Eva Gracia-Villacampa, Päivi Östling, Olli P Kallioniemi, Katja Pokrovskaja Tamm, Ioannis Siavelis, Janne Lehtiö, Mattias Vesterlund, Rozbeh Jafari

Abstract

Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. Although standard-of-care chemotherapeutics are sufficient for most ALL cases, there are subsets of patients with poor response who relapse in disease. The biology underlying differences between subtypes and their response to therapy has only partially been explained by genetic and transcriptomic profiling. Here, we perform comprehensive multi-omic analyses of 49 readily available childhood ALL cell lines, using proteomics, transcriptomics, and pharmacoproteomic characterization. We connect the molecular phenotypes with drug responses to 528 oncology drugs, identifying drug correlations as well as lineage-dependent correlations. We also identify the diacylglycerol-analog bryostatin-1 as a therapeutic candidate in the MEF2D-HNRNPUL1 fusion high-risk subtype, for which this drug activates pro-apoptotic ERK signaling associated with molecular mediators of pre-B cell negative selection. Our data is the foundation for the interactive online Functional Omics Resource of ALL (FORALL) with navigable proteomics, transcriptomics, and drug sensitivity profiles at https://proteomics.se/forall .

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