Intratumor heterogeneity inferred from targeted deep sequencing as a prognostic indicator.
Bo Young OhHyun-Tae ShinJae Won YunKyu-Tae KimJinho KimJoon Seol BaeYong Beom ChoWoo Yong LeeSeong Hyeon YunYoon Ah ParkYeon Hee ParkYoung-Hyuck ImJeeyun LeeJe-Gun JoungHee Cheol KimWoong-Yang ParkPublished in: Scientific reports (2019)
Tumor genetic heterogeneity may underlie poor clinical outcomes because diverse subclones could be comprised of metastatic and drug resistant cells. Targeted deep sequencing has been used widely as a diagnostic tool to identify actionable mutations in cancer patients. In this study, we evaluated the clinical utility of estimating tumor heterogeneity using targeted panel sequencing data. We investigated the prognostic impact of a tumor heterogeneity (TH) index on clinical outcomes, using mutational profiles from targeted deep sequencing data acquired from 1,352 patients across 8 cancer types. The TH index tended to be increased in high pathological stage disease in several cancer types, indicating clonal expansion of cancer cells as tumor progression proceeds. In colorectal cancer patients, TH index values also correlated significantly with clinical prognosis. Integration of the TH index with genomic and clinical features could improve the power of risk prediction for clinical outcomes. In conclusion, deep sequencing to determine the TH index could serve as a promising prognostic indicator in cancer patients.
Keyphrases
- single cell
- drug resistant
- cancer therapy
- end stage renal disease
- papillary thyroid
- chronic kidney disease
- ejection fraction
- electronic health record
- induced apoptosis
- squamous cell carcinoma
- newly diagnosed
- squamous cell
- small cell lung cancer
- acinetobacter baumannii
- big data
- peritoneal dialysis
- copy number
- high resolution
- poor prognosis
- signaling pathway
- young adults
- genome wide
- cell cycle arrest
- prognostic factors
- mass spectrometry
- cell death
- cell proliferation
- lymph node metastasis
- pseudomonas aeruginosa
- single molecule
- childhood cancer