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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.
Background:
Malignant pleural effusions (MPEs) are a common complication of advanced cancers, particularly those adjacent to the pleura, such as lung and breast cancer. The pathophysiology of MPE formation remains poorly understood, and although MPEs are routinely used for the diagnosis of breast cancer patients, their composition and biology are poorly understood. It is difficult to distinguish invading malignant cells from resident mesothelial cells and to identify the directionality of interactions between these populations in the pleura. There is a need to characterize the phenotypic diversity of breast cancer cell populations in the pleural microenvironment, and investigate how this varies across patients.
Methods:
Here, we used single-cell RNA-sequencing to study the heterogeneity of 10 MPEs from seven metastatic breast cancer patients, including three Miltenyi-enriched samples using a negative selection approach. This dataset of almost 65 000 cells was analysed using integrative approaches to compare heterogeneous cell populations and phenotypes.
Results:
We identified substantial inter-patient heterogeneity in the composition of cell types (including malignant, mesothelial and immune cell populations), in expression of subtype-specific gene signatures and in copy number aberration patterns, that captured variability across breast cancer cell populations. Within individual MPEs, we distinguished mesothelial cell populations from malignant cells using key markers, the presence of breast cancer subtype expression patterns and copy number aberration patterns. We also identified pleural mesothelial cells expressing a cancer-associated fibroblast-like transcriptomic program that may support cancer growth.
Conclusions:
Our dataset presents the first unbiased assessment of breast cancer-associated MPEs at a single cell resolution, providing the community with a valuable resource for the study of MPEs. Our work highlights the molecular and cellular diversity captured in MPEs and motivates the potential use of these clinically relevant biopsies in the development of targeted therapeutics for patients with advanced breast cancer.
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.
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