Pan-cancer analysis of advanced patient tumors reveals interactions between therapy and genomic landscapes

Erin Pleasance1, Emma Titmuss1, Laura Williamson1

  • 1Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, British Columbia, Canada.

Nature Cancer
|February 5, 2022
PubMed

Insights

This study links DNA-damaging therapies and DNA repair gene mutations to widespread genetic changes in advanced cancers. These genomic alterations impact drug response and patient survival, offering insights for cancer treatment.

Area of Science:

  • Genomics
  • Cancer Biology
  • Translational Oncology

Background:

  • Advanced and metastatic cancers with complex treatment histories are a major cause of cancer mortality.
  • Understanding the genomic impact of therapies is crucial for improving outcomes in these patients.

Purpose of the Study:

  • To describe the POG570 cohort, a comprehensive dataset integrating whole-genome, transcriptome, and clinical data.
  • To explore the relationship between therapeutic exposures and genomic alterations in advanced cancers.

Main Methods:

  • Whole-genome sequencing
  • Transcriptome sequencing
  • Clinical data analysis
  • Identification of mutational signatures and genomic events

Main Results:

  • DNA-damaging chemotherapies and mutations in DNA repair genes (e.g., POLQ, Polζ) correlate with genome-wide mutagenesis.
  • Platinum therapies and DNA synthesis inhibitors are associated with specific mutational signatures (SBS31, DSB5, SBS17b).
  • Gene alterations (ESR1, EGFR, CTNNB1, FGFR1, VEGFA, DPYD) reflect drug sensitivity/resistance; recurrent noncoding events identified in regulatory hotspots.
  • Mutation burden and immune signatures correlate with overall survival and immunotherapy response.

Conclusions:

  • The POG570 cohort provides a rich resource for studying advanced cancers.
  • Genomic landscape analysis aids in interpreting sequencing data within a clinical context.
  • Findings illuminate therapy-induced mutagenesis and its clinical implications for advanced cancer patients.

Related Concept Videos

Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
5.1K
Cancer Survival Analysis01:21

Cancer Survival Analysis

Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
474
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
7.9K