Single-cell RNA sequencing captures patient-level heterogeneity and associated molecular phenotypes in breast cancer

Holly J Whitfield1,2, Jean Berthelet3,4, Stefano Mangiola1,2

  • 1Department of Medical Biology, The Faculty of Medicine, Dentistry and Health Science, The University of Melbourne, Carlton, Victoria, Australia.

PubMed
Abstract

Insights

This study reveals significant diversity within malignant pleural effusions (MPEs) from breast cancer patients. Understanding this cellular heterogeneity is key for developing targeted therapies for advanced breast cancer.

Area of Science:

  • Oncology
  • Cell Biology
  • Genomics

Background:

  • Malignant pleural effusions (MPEs) are common in advanced cancers like lung and breast cancer.
  • The formation and cellular composition of MPEs are poorly understood.
  • Distinguishing malignant from normal cells and understanding their interactions in MPEs is challenging.

Purpose of the Study:

  • To characterize the phenotypic diversity of breast cancer cells within the pleural microenvironment.
  • To investigate patient-to-patient variability in MPE composition.
  • To provide a single-cell resolution resource for MPE research.

Main Methods:

  • Single-cell RNA-sequencing was employed on 10 MPEs from seven metastatic breast cancer patients.
  • Integrative analysis approaches were used to compare heterogeneous cell populations and phenotypes.
  • Miltenyi-enrichment with negative selection was utilized for specific samples.

Main Results:

  • Substantial inter-patient heterogeneity was observed in cell type composition (malignant, mesothelial, immune).
  • Variability in subtype-specific gene expression and copy number aberrations was identified across breast cancer cells.
  • Pleural mesothelial cells with a cancer-associated fibroblast-like program were detected, potentially supporting tumor growth.

Conclusions:

  • This study provides the first unbiased, single-cell assessment of breast cancer-associated MPEs.
  • The findings highlight the molecular and cellular diversity within MPEs.
  • MPEs represent a valuable resource for developing targeted therapeutics for advanced breast cancer.