Molecular Characterization of Oncogenic Gene Fusions in a Large Real-World Cohort of Solid Tumors

Lisa Gai1, Bradley Bowles1, Adam J Hockenberry1

  • 1Tempus AI, Inc., Chicago, Illinois.

PubMed

Insights

Combining RNA and DNA next-generation sequencing (NGS) significantly improves the detection of clinically actionable gene fusions in cancer patients. This comprehensive approach enhances the identification of driver gene fusions, expanding eligibility for targeted therapies and clinical trials.

Area of Science:

  • Oncology
  • Genomics
  • Molecular Diagnostics

Background:

  • Gene fusions are key oncogenic drivers with available targeted therapies.
  • Fusion detection is challenging and varies by cancer type and assay.
  • RNA-based next-generation sequencing (NGS) complements DNA-NGS for improved fusion detection.

Purpose of the Study:

  • To evaluate the impact of concurrent RNA- and DNA-NGS on detecting clinically actionable gene fusions across diverse solid tumors.
  • To assess the prevalence of gene fusions beyond their approved indications and identify emerging fusion drivers.

Main Methods:

  • Retrospective pan-cancer analysis of 67,278 patients.
  • Utilized both RNA- and DNA-NGS for molecular profiling.
  • Analyzed 43 distinct solid-tumor cancer types.

Main Results:

  • Concurrent RNA- and DNA-NGS increased driver gene fusion detection by 21% compared to DNA-NGS alone.
  • 2.2% of patients had detectable fusions with FDA-approved matched therapies.
  • 29% of detected fusions occurred outside of FDA-approved indications.

Conclusions:

  • Combined RNA- and DNA-NGS maximizes the detection of clinically actionable gene fusions.
  • Integrating RNA-NGS into routine profiling is crucial for identifying patients eligible for targeted therapies or clinical trials.
  • This approach can benefit patients with limited treatment options by uncovering novel therapeutic targets.

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