Circulating tumor DNA detection is correlated to histologic types in patients with early-stage non-small-cell lung cancer

  • Bin Zhang
  • , Xueliang Niu
  • , Qiang Zhang
  • , Chunli Wang
  • , Bo Liu
  • , Dongsheng Yue
  • , Chenguang Li
  • , Giuseppe Giaccone
  • , Shiyong Li
  • , Liuwei Gao
  • , Hua Zhang
  • , Jian Wang
  • , Huanming Yang
  • , Renhua Wu
  • , Peixiang Ni
  • , Changli Wang
  • , Mingzhi Ye
  • , Weiran Liu

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

Objectives: Circulating tumor DNA (ctDNA) testing in plasma in patients with non-small-cell lung cancer (NSCLC) has the potential to be a supplemental or surrogate tool for tissue biopsy. Detection of genomic abnormalities in ctDNA and their association with clinical characteristics in early-stage NSCLC need to be clarified. Materials and methods: Here, we comprehensively analyzed gene variations of 48 tumor tissues and 48 matched preoperative (pre-op) plasma and 25 postoperative (post-op) plasma from early-stage NSCLC patients using a targeted 546 genes capture-based next generation sequencing (NGS) assay. Results: In early-stage NSCLC, the average mutation allele frequency (MAF) in pre-op plasma ctDNA was lower than that in tissue DNA (tDNA). The concordant gene variations between pre-op ctDNA and tDNA were difficult to detect. However, we found the tissue- pre-op plasma concordant ctDNA mutation detection ratio in lung squamous cell carcinoma (LUSC) was much higher than that in lung adenocarcinoma (LUAD). We also established a LUSC-LUAD classification model by a least absolute shrinkage and selection operator (LASSO) based approach to help separate LUAD from LUSC based on ctDNA profiling. This model included 14 gene mutations and extracted an accuracy of 89.2% in the training set and 91.5% in the testing set. Correlation analysis showed tDNA-ctDNA concordant ratio was related to histologic subtype, gene mutations and tumor size in early-stage NSCLC. Conclusion: This study suggests histology subtype and gene mutations could affect ctDNA detection in early-stage NSCLC. NGS-based ctDNA profile has the potential utility in LUSC-LUAD classification.

Original languageEnglish
Pages (from-to)108-116
Number of pages9
JournalLung Cancer
Volume134
DOIs
StatePublished - Aug 2019
Externally publishedYes

Keywords

  • Circulating tumor DNA
  • Classification
  • Gene mutations
  • Next-generation sequencing
  • Non-small-cell lung cancer

Fingerprint

Dive into the research topics of 'Circulating tumor DNA detection is correlated to histologic types in patients with early-stage non-small-cell lung cancer'. Together they form a unique fingerprint.

Cite this