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Utilization of the Soft Agar Colony Formation Assay to Identify Inhibitors of Tumorigenicity in Breast Cancer Cells
Published on: May 20, 2015
Single-cell morphological and transcriptome analysis unveil inhibitors of polyploid giant breast cancer cells in
Mengli Zhou1,2,3, Yushu Ma1,2, Chun-Cheng Chiang1,2
1UPMC Hillman Cancer Center, University of Pittsburgh, 5115 Centre Ave, Pittsburgh, PA, 15232, USA.
Abstract:
Considerable evidence suggests that breast cancer therapeutic resistance and relapse can be driven by polyploid giant cancer cells (PGCCs). The number of PGCCs increases with the stages of disease and therapeutic stress. Given the importance of PGCCs, it remains challenging to eradicate them. To discover effective anti-PGCC compounds, there is an unmet need to rapidly distinguish compounds that kill non-PGCCs, PGCCs, or both. Here, we establish a single-cell morphological analysis pipeline with a high throughput and great precision to characterize dynamics of individual cells. In this manner, we screen a library to identify promising compounds that inhibit all cancer cells or only PGCCs (e.g., regulators of HDAC, proteasome, and ferroptosis). Additionally, we perform scRNA-Seq to reveal altered cell cycle, metabolism, and ferroptosis sensitivity in breast PGCCs. The combination of single-cell morphological and molecular investigation reveals promising anti-PGCC strategies for breast cancer treatment and other malignancies.
Insights
Polyploid giant cancer cells (PGCCs) drive breast cancer relapse. This study developed a high-throughput method to identify compounds targeting PGCCs, revealing new therapeutic strategies for cancer treatment.
Area of Science:
- Oncology
- Cell Biology
- Drug Discovery
Background:
- Polyploid giant cancer cells (PGCCs) are implicated in breast cancer therapeutic resistance and relapse.
- The prevalence of PGCCs increases with disease stage and under therapeutic pressure.
- Eradicating PGCCs remains a significant challenge in cancer treatment.
Purpose of the Study:
- To develop a high-throughput method for distinguishing compounds that selectively kill PGCCs, non-PGCCs, or both.
- To screen a compound library for novel anti-PGCC agents.
- To investigate the molecular characteristics of breast cancer PGCCs.
Main Methods:
- Establishment of a high-throughput single-cell morphological analysis pipeline.
- Screening of a compound library to identify inhibitors of PGCCs or all cancer cells.
- Single-cell RNA sequencing (scRNA-Seq) to analyze cell cycle, metabolism, and ferroptosis in PGCCs.
Main Results:
- Identification of compounds targeting HDAC, proteasome, and ferroptosis pathways as potential anti-PGCC agents.
- scRNA-Seq revealed alterations in cell cycle, metabolism, and ferroptosis sensitivity in breast PGCCs.
- A combined morphological and molecular approach identified promising anti-PGCC strategies.
Conclusions:
- The developed pipeline enables rapid identification of effective anti-PGCC compounds.
- Targeting specific pathways like HDAC, proteasome, and ferroptosis shows promise for eradicating PGCCs.
- This research offers new therapeutic strategies for breast cancer and other malignancies driven by PGCCs.
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