Resectable lung lesions malignancy assessment and cancer detection by ultra-deep sequencing of targeted gene mutations in plasma cell-free DNA

J Med Genet. 2019 Oct;56(10):647-653. doi: 10.1136/jmedgenet-2018-105825. Epub 2019 Apr 13.

Abstract

Background: Early detection of lung cancer to allow curative treatment remains challenging. Cell-free circulating tumour (ct) DNA (ctDNA) analysis may aid in malignancy assessment and early cancer diagnosis of lung nodules found in screening imagery.

Methods: The multicentre clinical study enrolled 192 patients with operable occupying lung diseases. Plasma ctDNA, white cell count genomic DNA (gDNA) and tumour tissue gDNA of each patient were analysed by ultra-deep sequencing to an average of 35 000× of the coding regions of 65 lung cancer-related genes.

Results: The cohort consists of a quarter of benign lung diseases and three quarters of cancer patients with all histopathology subtypes. 64% of the cancer patients are at stage I. Gene mutations detection in tissue gDNA and plasma ctDNA results in a sensitivity of 91% and specificity of 88%. When ctDNA assay was used as the test, the sensitivity was 69% and specificity 96%. As for the lung cancer patients, the assay detected 63%, 83%, 94% and 100%, for stages I, II, III and IV, respectively. In a linear discriminant analysis, combination of ctDNA, patient age and a panel of serum biomarkers boosted the overall sensitivity to 80% at a specificity of 99%. 29 out of the 65 genes harboured mutations in the patients with lung cancer with the largest number found in TP53 (30% plasma and 62% tumour tissue samples) and EGFR (20% and 40%, respectively).

Conclusion: Plasma ctDNA was analysed in lung nodule assessment and early cancer detection, while an algorithm combining clinical information enhanced the test performance.

Trial registration number: NCT03081741.

Keywords: circulating tumor DNA; liquid biopsy; lung cancer detection; lung nodule malignancy; targeted gene NGS sequencing.

Publication types

  • Clinical Trial
  • Multicenter Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Cell-Free Nucleic Acids
  • Circulating Tumor DNA / analysis*
  • Cohort Studies
  • Female
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Lung Neoplasms / diagnosis*
  • Lung Neoplasms / genetics*
  • Lung Neoplasms / pathology
  • Male
  • Middle Aged
  • Mutation
  • Neoplasms / genetics
  • Prospective Studies
  • Sensitivity and Specificity
  • Sequence Analysis, DNA

Substances

  • Cell-Free Nucleic Acids
  • Circulating Tumor DNA

Associated data

  • ClinicalTrials.gov/NCT03081741