Kinomics platform using GBM tissue identifies BTK as being associated with higher patient survival.
Sofian Al ShboulOlimpia E CurranJavier A AlfaroFiona LickissErisa NitaJacek KowalskiFaris NajiRudolf NenutilKathryn L BallRadovan KrejcirBorivoj VojtesekTed R HuppPaul M BrennanPublished in: Life science alliance (2021)
Better understanding of GBM signalling networks in-vivo would help develop more physiologically relevant ex vivo models to support therapeutic discovery. A "functional proteomics" screen was undertaken to measure the specific activity of a set of protein kinases in a two-step cell-free biochemical assay to define dominant kinase activities to identify potentially novel drug targets that may have been overlooked in studies interrogating GBM-derived cell lines. A dominant kinase activity derived from the tumour tissue, but not patient-derived GBM stem-like cell lines, was Bruton tyrosine kinase (BTK). We demonstrate that BTK is expressed in more than one cell type within GBM tissue; SOX2-positive cells, CD163-positive cells, CD68-positive cells, and an unidentified cell population which is SOX2-negative CD163-negative and/or CD68-negative. The data provide a strategy to better mimic GBM tissue ex vivo by reconstituting more physiologically heterogeneous cell co-culture models including BTK-positive/negative cancer and immune cells. These data also have implications for the design and/or interpretation of emerging clinical trials using BTK inhibitors because BTK expression within GBM tissue was linked to longer patient survival.
Keyphrases
- tyrosine kinase
- epidermal growth factor receptor
- induced apoptosis
- high throughput
- cell cycle arrest
- cell free
- clinical trial
- single cell
- stem cells
- endoplasmic reticulum stress
- case report
- poor prognosis
- transcription factor
- cell therapy
- machine learning
- electronic health record
- randomized controlled trial
- signaling pathway
- cell proliferation
- nk cells
- mass spectrometry
- open label
- deep learning
- bone marrow
- amino acid
- gene expression
- long non coding rna
- lymph node metastasis
- study protocol
- circulating tumor cells