Uncovering Clinically Relevant Gene Fusions with Integrated Genomic and Transcriptomic Profiling of Metastatic Cancers

Clin Cancer Res. 2021 Jan 15;27(2):522-531. doi: 10.1158/1078-0432.CCR-20-1900. Epub 2020 Nov 4.

Abstract

Purpose: Gene fusions are important oncogenic drivers and many are actionable. Whole-genome and transcriptome (WGS and RNA-seq, respectively) sequencing can discover novel clinically relevant fusions.

Experimental design: Using WGS and RNA-seq, we reviewed the prevalence of fusions in a cohort of 570 patients with cancer, and compared prevalence to that predicted with commercially available panels. Fusions were annotated using a consensus variant calling pipeline (MAVIS) and required that a contig of the breakpoint could be constructed and supported from ≥2 structural variant detection approaches.

Results: In 570 patients with advanced cancer, MAVIS identified 81 recurrent fusions by WGS and 111 by RNA-seq, of which 18 fusions by WGS and 19 by RNA-seq were noted in at least 3 separate patients. The most common fusions were EML4-ALK in thoracic malignancies (9/69, 13%), and CMTM8-CMTM7 in colorectal cancer (4/73, 5.5%). Combined genomic and transcriptomic analysis identified novel fusion partners for clinically relevant genes, such as NTRK2 (novel partners: SHC3, DAPK1), and NTRK3 (novel partners: POLG, PIBF1).

Conclusions: Utilizing WGS/RNA-seq facilitates identification of novel fusions in clinically relevant genes, and detected a greater proportion than commercially available panels are expected to find. A significant benefit of WGS and RNA-seq is the innate ability to retrospectively identify variants that becomes clinically relevant over time, without the need for additional testing, which is not possible with panel-based approaches.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Exome Sequencing / methods
  • Gene Expression Profiling / methods*
  • Gene Fusion*
  • Genomics / methods*
  • Humans
  • Neoplasm Metastasis
  • Neoplasms / drug therapy
  • Neoplasms / genetics*
  • Neoplasms / pathology
  • Oncogene Proteins, Fusion / genetics*
  • RNA-Seq / methods
  • Retrospective Studies
  • Treatment Outcome

Substances

  • Oncogene Proteins, Fusion

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