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Series GSE111014 Query DataSets for GSE111014
Status Public on Feb 22, 2019
Title Chromatin mapping and single-cell immune profiling defines the temporal dynamics of ibrutinib drug response in chronic lymphocytic leukemia [scRNA-seq]
Organism Homo sapiens
Experiment type Expression profiling by high throughput sequencing
Summary Chronic lymphocytic leukemia (CLL) is a genetically, epigenetically, and clinically heterogeneous disease. Despite this heterogeneity, the Bruton tyrosine kinase (BTK) inhibitor ibrutinib provides effective treatment for the vast majority of CLL patients. To define the underlining regulatory program, we analyzed high-resolution time courses of ibrutinib treatment in closely monitored patients, combining cellular phenotyping (flow cytometry), single-cell transcriptome profiling (scRNA-seq), and chromatin mapping (ATAC-seq). We identified a consistent regulatory program shared across all patients, which was further validated by an independent CLL cohort. In CLL cells, this program starts with a sharp decrease of NF-κB binding, followed by reduced regulatory activity of lineage-defining transcription factors (including PAX5 and IRF4) and erosion of CLL cell identity, finally leading to the acquisition of a quiescence-like gene signature which was shared across several immune cell types. Nevertheless, we observed patient-to-patient variation in the speed of its execution, which we exploited to predict patient-specific dynamics in the response to ibrutinib based on pre-treatment samples. In aggregate, our study describes the cellular, molecular, and regulatory effects of therapeutic B cell receptor inhibition in CLL at high temporal resolution, and it establishes a broadly applicable method for epigenome/transcriptome-based treatment monitoring.
Overall design 12 scRNA-seq samples of peripheral blood mononuclear cells from chronic lymphocytic leukemia patients
Contributor(s) Rendeiro AF, Krausgruber T, Fortelny N, Zhao F, Penz T, Farlik M, Schuster LC, Kuchler A, Tasnády S, Réti M, Zoltán M, Alpar D, Bödör C, Schmidl C, Bock C
Citation(s) 31996669
Submission date Feb 22, 2018
Last update date Feb 10, 2020
Contact name Christoph Bock
Organization name CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences
Street address Lazarettgasse 14
City Vienna
ZIP/Postal code 1090
Country Austria
Platforms (1)
GPL20301 Illumina HiSeq 4000 (Homo sapiens)
Samples (12)
GSM3020393 scRNA-seq on PBMCs from patient CLL1 after 0 days of ibrutinib treatment
GSM3020394 scRNA-seq on PBMCs from patient CLL1 after 120 days of ibrutinib treatment
GSM3020395 scRNA-seq on PBMCs from patient CLL5 after 0 days of ibrutinib treatment
This SubSeries is part of SuperSeries:
GSE111015 Chromatin mapping and single-cell immune profiling defines the temporal dynamics of ibrutinib drug response in chronic lymphocytic leukemia
BioProject PRJNA435591
SRA SRP133314

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Supplementary file Size Download File type/resource
GSE111014_barcodes.tsv.gz 222.3 Kb (ftp)(http) TSV
GSE111014_genes.tsv.gz 258.3 Kb (ftp)(http) TSV
GSE111014_matrix.mtx.gz 95.5 Mb (ftp)(http) MTX
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Raw data are available in SRA
Processed data are available on Series record

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