Single-cell and multi-omics integration reveals cholesterol biosynthesis as a synergistic target with HER2 in

Tzu-Yang Tseng1, Chiao-Hui Hsieh1, Jie-Yu Liu1

  • 1Department of Life Science, National Taiwan University, Taipei, Taiwan.

Insights

This study found that targeting cholesterol biosynthesis and HER2 pathways together can effectively reduce malignant breast cancer cells. This combinatorial approach offers a novel therapeutic strategy for breast cancer treatment.

Area of Science:

  • Oncology
  • Computational Biology
  • Molecular Biology

Background:

  • Breast cancer is a prevalent malignancy with complex molecular drivers affecting treatment response.
  • Understanding molecular alterations is crucial for identifying new therapeutic targets.
  • Computational approaches integrating multi-omics data can reveal novel insights into cancer biology.

Purpose of the Study:

  • To develop an integrative computational framework using single-cell RNA sequencing (scRNA-seq) and multi-omics data.
  • To identify and validate novel combinatorial therapeutic targets in breast cancer.
  • To explore the link between cholesterol biosynthesis and HER2 expression in malignant cells.

Main Methods:

  • Integrated computational analysis of scRNA-seq and multi-omics data.
  • Proteomics, gene expression profiling, and drug treatment scoring.
  • Experimental validation using clonogenic and viability assays with statins and Neratinib.

Main Results:

  • A significant correlation was identified between cholesterol biosynthesis and HER2 expression in malignant breast cancer cells.
  • Simultaneous inhibition of cholesterol biosynthesis and HER2 synergistically reduced malignant breast cancer cell viability.
  • This synergistic effect was observed even in HER2-negative breast cancer contexts.

Conclusions:

  • Cholesterol biosynthesis and HER2 are identified as novel combinatorial therapeutic targets in breast cancer.
  • An integrative computational approach can uncover previously unexplored treatment strategies.
  • Targeting both pathways offers a promising new therapeutic avenue for breast cancer, including HER2-negative cases.