Chromosomal Junction Detection from Whole-Genome Sequencing on Formalin-Fixed, Paraffin-Embedded Tumors

Stephen Murphy1, James Smadbeck1, Bruce Eckloff2

  • 1Biomarker Discovery Program, Center of Individualized Medicine, Mayo Clinic, Rochester, Minnesota.

Insights

This study presents a new method for detecting DNA junctions (DNAJs) in tumors using whole-genome sequencing of formalin-fixed DNA. This approach enables comprehensive genomic analysis for improved cancer diagnostics and therapeutics.

Area of Science:

  • Genomics
  • Molecular Biology
  • Cancer Research

Background:

  • DNA junctions (DNAJs) are crucial in cancer, affecting clinically relevant genes.
  • Current diagnostic methods like FISH are limited to single genes or known fusions.
  • Whole-genome sequencing (WGS) is needed for comprehensive DNAJ assessment but often misses them.

Purpose of the Study:

  • To develop and validate a method for comprehensive DNAJ detection from formalin-fixed DNA using WGS.
  • To improve structural variant analysis for clinical genomics.

Main Methods:

  • Optimized WGS protocol focusing on larger DNA fragments (>500 bp) and economical sequencing depths (300-400 million reads).
  • Specialized bioinformatics algorithms for structural variant analysis, including DNAJ detection.
  • Rigorous data masking to eliminate false positives from formalin-fixed tissues.

Main Results:

  • The method achieved 40× to 60× allelic coverage, suitable for DNAJ calling.
  • Over 90% of DNAJs were detected in prostate tumors, with >99% having spanning reads.
  • False-positive rates were significantly reduced through optimized bioinformatics and masking.

Conclusions:

  • This optimized WGS approach enables comprehensive DNAJ detection in formalin-fixed clinical specimens.
  • The methodology enhances clinical genomics testing capabilities for cancer diagnosis and treatment.

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