Challenges in bioinformatics approaches to tumor mutation burden analysis

Francesca Fenizia1, Raffaella Pasquale1, Riziero Esposito Abate1

  • 1Cell Biology and Biotherapy Unit, Department of Research, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, I-80131 Naples, Italy.

Oncology Letters
|June 4, 2021
PubMed

Insights

Tumor mutation burden (TMB) shows promise as a biomarker for immune checkpoint inhibitor (ICI) response. Standardizing TMB analysis using targeted sequencing is crucial for reliable clinical application.

Area of Science:

  • Oncology
  • Genomics
  • Immunotherapy

Background:

  • Immune checkpoint inhibitors (ICIs) are revolutionizing cancer treatment.
  • Identifying reliable biomarkers for ICI response, such as tumor mutation burden (TMB), is critical.
  • Current TMB assessment methods lack standardization, hindering clinical utility.

Purpose of the Study:

  • To evaluate targeted next-generation sequencing panels for TMB assessment.
  • To investigate the correlation between TMB and microsatellite instability.
  • To highlight challenges in standardizing bioinformatics pipelines for TMB analysis.

Main Methods:

  • Analysis of cultured and formalin-fixed, paraffin-embedded cell lines using a commercial TMB testing panel.
  • Comparison of results with literature and public databases.
  • Utilizing two distinct bioinformatics pipelines for data analysis.

Main Results:

  • Demonstrated good correlation between targeted panel results and existing data.
  • Confirmed the association between high tumor mutation burden and microsatellite instability.
  • Highlighted variability and challenges in TMB estimation due to different bioinformatics workflows.

Conclusions:

  • Targeted sequencing panels offer a viable approach for TMB assessment.
  • Standardization of bioinformatics pipelines is essential for reproducible TMB testing in clinical practice.
  • Further research is needed to establish standardized protocols for TMB biomarker evaluation.