Germline variation networks in the PI3K/AKT pathway corresponding to familial high-incidence lung cancer pedigrees

BMC Cancer. 2020 Dec 9;20(1):1209. doi: 10.1186/s12885-020-07528-3.

Abstract

Background: There were scarcely germline variants of familial lung cancer (LC) identified. We conducted an study with whole-exome sequencing of pedigrees with familial lung cancer to analyze the potential genetic susceptibility.

Methods: Probands with the highest hereditary background were identified by our large-scale epidemiological study and five ones were enrolled as a learning set. The germline SNPs (single-nucleotide polymorphisms) of other five similar probands, four healthy individuals in the formerly pedigrees and three patients with sporadic LC were used as a validation set, controlled by three healthy individuals without family history of any cancer. The network of mutated genes was generated using STRING-DB and visualized using Cytoscape.

Results: Specific and shared somatic mutations and germline SNPs were not the shared cause of familial lung cancer. However, individual germline SNPs showed distinct protein-protein interaction network patterns in probands versus healthy individuals and patients with sporadic lung cancer. SNP-containing genes were enriched in the PI3K/AKT pathway. These results were validated in the validation set. Furthermore, patients with familial lung cancer were distinguished by many germline variations in the PI3K/AKT pathway by a simple SVM classification method. It is worth emphasizing that one person with many germline variations in the PI3K/AKT pathway developed lung cancer during follow-up.

Conclusions: The phenomenon that the enrichments of germline SNPs in the PI3K/AKT pathway might be a major predictor of familial susceptibility to lung cancer.

Keywords: Familial lung cancer; Germline variation networks; PI3K/AKT pathway; Whole-exome sequencing.

MeSH terms

  • Adenocarcinoma / genetics*
  • Carcinoma, Small Cell / genetics*
  • Carcinoma, Squamous Cell / genetics*
  • Case-Control Studies
  • Cell Transformation, Neoplastic / genetics
  • Exome Sequencing
  • Female
  • Genetic Predisposition to Disease
  • Germ-Line Mutation* / genetics
  • Humans
  • Incidence
  • Lung Neoplasms / genetics*
  • Male
  • Neoplasm Proteins / genetics*
  • Neoplasm Proteins / physiology
  • Neoplastic Syndromes, Hereditary / genetics*
  • Pedigree
  • Phosphatidylinositol 3-Kinases / genetics*
  • Phosphatidylinositol 3-Kinases / physiology
  • Polymorphism, Single Nucleotide*
  • Proto-Oncogene Proteins c-akt / genetics*
  • Proto-Oncogene Proteins c-akt / physiology
  • Signal Transduction / genetics*
  • Signal Transduction / physiology
  • Support Vector Machine

Substances

  • Neoplasm Proteins
  • AKT1 protein, human
  • Proto-Oncogene Proteins c-akt