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Clinical and biological implications of target occupancy in chronic lymphocytic leukemia treated with acalabrutinib

GSE136634 Homo sapiens (human) RNA-seq (gene expression) 124 samples Submitted 2020/04/07 Platform GPL21290
At a glance

RNA-seq (gene expression) · human · 124 samples

What it is
RNA-seq (gene expression)Gene activity measured by sequencing. The summary does not mention single-cell work, so this is most likely bulk: one average per sample, the usual starting point for comparing groups.
Organism
Homo sapiens (human)
Topic
Chronic lymphocytic leukemiaThis series is part of our curated briefing on it.
Samples
124 samples
Data you can get
A processed table (series matrix) and supplementary files from NCBI; the raw sequencing reads from ENA. Which of these hold counts depends on the study, so check the file list.
Summary (written by the submitters)
Inhibition of the B-cell receptor pathway, and specifically of Bruton tyrosine kinase (BTK), is a leading therapeutic strategy in chronic lymphocytic leukemia (CLL). Target occupancy has been measured as a pharmacodynamic parameter in clinical studies of covalent BTK inhibitors. However, the kinetics of BTK turnover, which determines occupancy, and the relationship between occupancy, pathway inhibition and clinical outcomes remains undefined.
Read the full summary ↓
This randomized phase 2 study investigated the safety, efficacy, and pharmacodynamics of a selective BTK inhibitor acalabrutinib at 100 mg twice daily or 200 mg once daily in 48 patients with relapsed/refractory or high-risk treatment naïve CLL. Acalabrutinib was well tolerated and yielded an overall response rate (ORR) of partial response or better of 95.8% (95% CI 78.9%, 99.9%) and an estimated progression-free survival (PFS) rate at 24 months of 91.5% (95% CI 70.0%, 97.8%) with twice daily dosing and an ORR of 79.2% (95% CI 57.9%, 92.9%) and an estimated PFS rate at 24 months of 87.2% (95% CI 57.2%, 96.7%) with once daily dosing. BTK resynthesis was faster in CLL than in healthy volunteers. Twice daily dosing maintained higher BTK occupancy and achieved more potent pathway inhibition compared to once daily dosing. Additional follow-up is required to address the impact of dosing schedule and BTK occupancy on long-term clinical outcomes.
This dataset
Download · which file do I need?

Direct links to NCBI and ENA, no account and no request form. Pick by what you want to do: take the small processed table to look, the supplementary files to re-analyse, or the original raw data to start over.

1 · Just have a look

Processed table

The series matrix: one table of values per sample as the submitters processed it. The smallest download, and it opens in Excel or R. Start here to see what the data look like.

2 · Re-analyse it

Supplementary files

The count tables and other files the authors uploaded. Take only the samples you need, or the whole study as GSE136634_RAW.tar (it can run to tens of gigabytes).

3 · Start from the raw reads

Raw sequencing reads

The original FASTQ files, straight from the sequencer, held at ENA. Large, and you align them yourself, so only choose this if you need to re-process the study from scratch.

What the files usually look like: For RNA-seq the counts are usually a table among the supplementary files (look for 'counts', 'expression', 'FPKM' or 'TPM' in the file name). The series matrix of a sequencing study is sometimes nearly empty.

Also filed as BioProject PRJNA562903 and SRA study SRP219651. Searching any of these in the dataset finder brings you back here.

Samples in this study

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