Mutation Enrichment and Transcriptomic Activation Signatures of 419 Molecular Pathways in Cancer

Marianna A Zolotovskaia1,2,3, Victor S Tkachev4, Alexander P Seryakov5

  • 1Oncobox Ltd., Skolkovo Innovation Center, 121205 Moscow, Russia.

Cancers
|January 26, 2020
PubMed

Insights

This study analyzed molecular pathways in 4910 cancer samples, finding DNA repair pathways are frequently mutated and activated in cancer. Signaling and cytoskeleton pathways may initiate carcinogenesis.

Area of Science:

  • Genomics
  • Molecular Biology
  • Cancer Research

Background:

  • Carcinogenesis involves significant alterations in gene regulatory networks.
  • Understanding the role of molecular pathways in cancer is crucial for developing targeted therapies.

Purpose of the Study:

  • To investigate the involvement of signaling, metabolic, DNA repair, and cytoskeleton pathways in cancer.
  • To analyze mutation and gene expression data across multiple cancer types to determine pathway activation and mutation enrichment.

Main Methods:

  • Utilized high-throughput mutation and gene expression data from 4910 primary tumor samples.
  • Performed RNA sequencing and whole exome sequencing on tumor samples and compared gene expression with 655 normal tissue profiles.
  • Calculated mutation enrichment values and activation levels for 444 molecular pathways across thirteen cancer types.

Main Results:

  • Pathway activation profiles were consistent across different cancer types.
  • No correlation was observed between mutation enrichment and gene/pathway expression changes.
  • DNA repair pathways showed positive median cancer-specific activation and the highest mutation enrichment.
  • Signaling and cytoskeleton pathways contained the most frequently mutated genes, suggesting initiator roles in carcinogenesis.

Conclusions:

  • DNA repair pathways are significantly altered and frequently mutated in cancer.
  • Signaling and cytoskeleton pathways may play initiating roles in cancer development, while metabolic and DNA repair pathways may have supporting roles.

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