Pan-cancer proteogenomics expands the landscape of therapeutic targets

Sara R Savage1, Xinpei Yi1, Jonathan T Lei1

  • 1Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA.

Cell
|June 25, 2024
PubMed

Insights

This study identifies new therapeutic targets by integrating proteogenomics data from over 1,000 cancer patients. The findings reveal druggable protein dependencies and prioritize neoantigens for cancer therapy development.

Area of Science:

  • Oncology
  • Proteogenomics
  • Computational Biology

Background:

  • Limited number of proteins targeted by FDA-approved cancer drugs.
  • Need for novel therapeutic targets in cancer treatment.

Purpose of the Study:

  • Identify potential therapeutic targets by integrating proteogenomics data.
  • Discover druggable dependencies and prioritize neoantigens for cancer therapies.

Main Methods:

  • Integrated Clinical Proteomic Tumor Analysis Consortium (CPTAC) proteogenomics data with public datasets.
  • Performed pan-cancer analysis of druggable proteins and genetic screen data.
  • Utilized proteogenomic analysis and MHC binding prediction for target identification.

Main Results:

  • Identified biological factors affecting mRNA-protein correlation across 10 cancer types.
  • Discovered protein overexpression/hyperactivation-driven druggable dependencies.
  • Prioritized mutant KRAS peptides as neoantigens and nominated peptides as immunotherapy targets.

Conclusions:

  • Comprehensive landscape of protein and peptide targets for diagnostics and therapy development.
  • Proteogenomic identification of synthetic lethality offers a strategy for targeting tumor suppressor gene loss.
  • Experimental confirmation of computationally identified tumor-associated antigens for immunotherapy.

Related Concept Videos

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...
7.5K
mTOR Signaling and Cancer Progression03:03

mTOR Signaling and Cancer Progression

The mammalian target of rapamycin or mTOR protein was discovered in 1994 due to its direct interaction with rapamycin. The protein gets its name from a yeast homolog called TOR. The mTOR protein complex in mammalian cells plays a major role in balancing anabolic processes such as the synthesis of proteins, lipids, and nucleotides and catabolic processes, such as autophagy in response to environmental cues, such as availability of nutrients and growth factors.
The mTOR pathway or the...
3.8K
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...
4.9K