Discovery of Targetable Genetic Alterations in NSCLC Patients with Different Metastatic Patterns Using a MassARRAY-Based Circulating Tumor DNA Assay.
Yassine BelloumMelanie JanningMalte MohmeRonald SimonJolanthe KropidlowskiAlexander SartoriDarryl IrwinManfred WestphalKatrin LamszusSonja LogesSabine RiethdorfKlaus PantelHarriett WikmanPublished in: Cells (2020)
Circulating tumor DNA (ctDNA) has shown great promise as a minimally invasive liquid biopsy for personalized cancer diagnostics especially among metastatic patients. Here, we used a novel sensitive assay to detect clinically relevant mutations in ctDNA in blood plasma from metastatic non-small cell lung cancer (NSCLC) patients, including patients with a limited oligo-brain metastatic disease. We analyzed 66 plasma samples from 56 metastatic NSCLC patients for 74 hotspot mutations in five genes commonly mutated in NSCLC using a novel MassARRAY-based lung cancer panel with a turnaround time of only 3 days. Mutations in plasma DNA could be detected in 28 out of 56 patients (50.0%), with a variant allele frequency (VAF) ranging between 0.1% and 5.0%. Mutations were detected in 50.0% of patients with oligo-brain metastatic disease, although the median VAF was lower (0.4%) compared to multi-brain metastatic patients (0.9%) and patients with extra-cranial metastatic progression (1.2%). We observed an overall concordance of 86.4% (n = 38/44) for EGFR status between plasma and tissue. The MassARRAY technology can detect clinically relevant mutations in plasma DNA from metastatic NSCLC patients including patients with limited, oligo-brain metastatic disease.
Keyphrases
- small cell lung cancer
- circulating tumor
- end stage renal disease
- squamous cell carcinoma
- ejection fraction
- newly diagnosed
- chronic kidney disease
- minimally invasive
- gene expression
- prognostic factors
- cell free
- peritoneal dialysis
- machine learning
- high throughput
- advanced non small cell lung cancer
- multiple sclerosis
- single molecule
- young adults
- small molecule
- dna methylation
- blood brain barrier
- epidermal growth factor receptor
- artificial intelligence
- big data
- lymph node metastasis
- deep learning
- copy number
- ionic liquid
- childhood cancer
- functional connectivity