Detection of gene mutations and gene-gene fusions in circulating cell-free DNA of glioblastoma patients: an avenue for clinically relevant diagnostic analysis.
Vikrant PalandeTali SiegalRajesh DetrojaAlessandro GorohovskiRainer GlassCharlotte FluehAndrew A KannerYoseph LavivSagi Har-NofAdva Levy-BardaMarcela Viviana KarpujMarina KurtzShira PerezDorith Raviv ShayMilana Frenkel-MorgensternPublished in: Molecular oncology (2021)
Glioblastoma (GBM) is the most common type of glioma and is uniformly fatal. Currently, tumour heterogeneity and mutation acquisition are major impedances for tailoring personalized therapy. We collected blood and tumour tissue samples from 25 GBM patients, and 25 blood samples from healthy controls. Cell-free DNA (cfDNA) was extracted from the plasma of GBM patients and from healthy controls. Tumour DNA was extracted from fresh tumour samples. Extracted DNA was sequenced using a whole-genome sequencing procedure. We also collected 180 tumour DNA datasets from GBM patients publicly available at the TCGA/PANCANCER project. These data were analyzed for mutations and gene-gene fusions that could be potential druggable targets. We found that plasma cfDNA concentrations in GBM patients were significantly elevated (22.6±5 ng/mL), as compared to healthy controls (1.4±0.4 ng/mL) of the same average age. We identified unique mutations in the cfDNA and tumour DNA of each GBM patient, including some of the most frequently mutated genes in GBM according to the COSMIC database (TP53, 18.75%; EGFR, 37.5%; NF1, 12.5%; LRP1B, 25%; IRS4, 25%). Using our gene-gene fusion database, ChiTaRS 5.0, we identified gene-gene fusions in cfDNA and tumour DNA, such as KDR-PDGFRA and NCDN-PDGFRA, that correspond to previously reported alterations of PDGFRA in GBM (44% of all samples). Interestingly, the PDGFRA protein fusions can be targeted by tyrosine kinase inhibitors such as imatinib, sunitinib and sorafenib. Moreover, we identified BCR-ABL1 (in 8% of patients), COL1A1-PDGFB (8%), NIN-PDGFRB (8%) and FGFR1-BCR (4%) in cfDNA of patients, which can be targeted by analogues of imatinib. ROS1 fusions (CEP85L-ROS1 and GOPC-ROS1), identified in 8% of patient cfDNA, might be targeted by crizotinib, entrectinib or larotrectinib. Thus, our study suggests that integrated analysis of cfDNA plasma concentration, gene mutations and gene-gene fusions can serve as a diagnostic modality for distinguishing GBM patients who may benefit from targeted therapy. These results open new avenues for precision medicine in GBM, using non-invasive liquid biopsy diagnostics to assess personalized patient profiles. Moreover, repeated detection of druggable targets over the course of the disease may provide real-time information on the evolving molecular landscape of the tumour.
Keyphrases
- end stage renal disease
- newly diagnosed
- ejection fraction
- genome wide
- chronic kidney disease
- copy number
- peritoneal dialysis
- healthcare
- small cell lung cancer
- prognostic factors
- oxidative stress
- risk assessment
- genome wide identification
- transcription factor
- patient reported outcomes
- single molecule
- inflammatory response
- immune response
- dna methylation
- case report
- climate change
- rna seq
- molecular docking
- gene expression
- quality improvement
- drug delivery
- single cell
- data analysis