Comprehensive analysis of mutation-based and expressed genes-based pathways in head and neck squamous cell carcinoma

Bhumsuk Keam, Jin Young Park, Jinpyo Kim, Gun Do Kim, Yunsuk Yu, Sang Hee Cho, Sangwoo Kim, Hee Kyung Ahn, Sang Hoon Chun, Jung Hye Kwon, Tak Yun, Ji Won Kim, Ji Eun Kim, Myung Ju Ahn, Joo Hang Kim, Hwan Jung Yun

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Over- or under-expression of mRNA results from genetic alterations. Comprehensive pathway analyses based on mRNA expression are as important as single gene level mutations. This study aimed to compare the mutation- and mRNA expression-based signaling pathways in head and neck squamous cell carcinoma (HNSCC) and to match these with potential drug or druggable pathways. Altogether, 93 recurrent/metastatic HNSCC patients were enrolled. We performed targeted gene sequencing using Illumina HiSeq-2500 for NGS, and nanostring nCounter® for mRNA expression, mRNA expression was classified into over- or under-expression groups based on the expression. We investigated mutational and nanostring data using the CBSJukebox® system, which is a big-data driven platform to analyze druggable pathways, genes, and protein-protein interaction. We calculated a Treatment Benefit Prediction Score (TBPS) to identify suitable drugs. By mapping the high score interaction genes to identify druggable pathways, we found highly related signaling pathways with mutations. Based on the mRNA expression and interaction gene scoring model, several pathways were found to be associated with over- and under-expression. Mutationbased pathways were associated with mRNA under-expressed genes-based pathways. These results suggest that HNSCCs are mainly caused by the loss-of-function mutations. TBPS found several matching drugs such as immune checkpoint inhibitors, EGFR inhibitors, and FGFR inhibitors.

Original languageEnglish
Article number792
JournalProcesses
Volume9
Issue number5
DOIs
StatePublished - 2021
Externally publishedYes

Keywords

  • CBSJukebox
  • Head and neck squamous cell carcinoma (HNSCC)
  • Pathway analysis
  • Precision medicine

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