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.

Communications Biology
|December 21, 2023
PubMed

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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