Kras mutant genetically engineered mouse models of human cancers are genomically heterogeneous

Wei-Jen Chung1, Anneleen Daemen1, Jason H Cheng2

  • 1Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA 94080.

Insights

Genetically engineered mouse models (GEMMs) of KRAS mutant cancers reveal significant genomic diversity. This heterogeneity can be exploited to discover new targeted therapies for KRAS-driven cancers.

Area of Science:

  • Oncology
  • Genomics
  • Cancer Biology

Background:

  • KRAS mutant tumors are resistant to targeted therapies.
  • Genetically engineered mouse models (GEMMs) are crucial for preclinical cancer research.
  • Understanding genomic heterogeneity in KRAS mutant cancers is vital for developing effective treatments.

Purpose of the Study:

  • To comprehensively profile the genomic landscape of KRASG12D-initiated GEMM tumors.
  • To compare genomic alterations in GEMMs with human KRAS mutant cancers.
  • To explore the therapeutic potential of exploiting tumor heterogeneity in KRAS mutant cancers.

Main Methods:

  • Whole-exome and transcriptome sequencing of over 200 GEMM tumors from lung and pancreatic cancer models.
  • Interspecies comparative genomic analyses.
  • Preclinical testing of targeted therapies, focusing on KRAS allelic imbalance and MAPK pathway inhibition.

Main Results:

  • Discovered significant genomic heterogeneity (mutations, copy number alterations) within and between GEMM tumors.
  • GEMM genomic landscapes are characterized by copy number alterations, unlike human tumors where mutations are more common.
  • Demonstrated fidelity between genomic alterations in murine and human KRAS mutant cancers.
  • Identified MAPK pathway inhibition as a vulnerability associated with KRAS allelic imbalance.

Conclusions:

  • KRASG12D-initiated GEMM tumors exhibit substantial genomic diversity, mirroring human cancers.
  • Exploiting inherent tumor heterogeneity in GEMMs can identify novel therapeutic vulnerabilities.
  • Targeted therapies, like MAPK pathway inhibitors, show promise in addressing specific genomic features like KRAS allelic imbalance.