Clinical Pan-Cancer Assessment of Mismatch Repair Deficiency Using Tumor-Only, Targeted Next-Generation Sequencing

Adem Albayrak1, Ana C Garrido-Castro2,3, Marios Giannakis2,3,4

  • 1Informatics and Analytics Department, Dana-Farber Cancer Institute, Boston, MA.

JCO Precision Oncology
|January 20, 2022
PubMed
Abstract

Insights

Next-generation sequencing (NGS) effectively identifies mismatch repair-deficient (MMR-D) tumors, enabling broader biomarker screening for cancer patients. This cost-effective approach aids in selecting patients for immune checkpoint inhibitor therapy.

Area of Science:

  • Oncology
  • Genomics
  • Biomarker Discovery

Background:

  • Immune checkpoint inhibitors are approved for mismatch repair-deficient (MMR-D) cancers.
  • Characterizing MMR-D occurrence and developing cost-effective screening are crucial.

Purpose of the Study:

  • Develop and apply a next-generation sequencing (NGS) algorithm to identify MMR-D frequency in tumor samples.
  • Integrate NGS-based MMR-D detection into clinical pathology workflows.

Main Methods:

  • Adapted existing methods to detect MMR-D signatures (homopolymer indel patterns) using an NGS panel (OncoPanel).
  • Applied the algorithm to 20,301 tumor samples, with real-time pathologist review for samples processed after June 2017.
  • Assessed algorithm performance against historical MMR testing methods.

Main Results:

  • The algorithm retrospectively identified MMR-D in 2.7% of 20,301 tumors.
  • In clinical application, the algorithm flagged 3.3% of 4,404 samples as MMR-D, with pathologist confirmation in 116 cases.
  • Highest MMR-D frequencies were observed in endometrial (21%), colorectal (9.7%), and small bowel (9.3%) cancers.
  • Algorithm demonstrated high sensitivity (91.1%) and specificity (98.2%) compared to historical MMR testing.

Conclusions:

  • Targeted, tumor-only NGS can reliably determine MMR signatures across diverse cancer types.
  • Broader biomarker screening using NGS for MMR-D has significant clinical value for patient selection.