Single-cell morphological and transcriptome analysis unveil inhibitors of polyploid giant breast cancer cells in vitro

单细胞形态学和转录组分析揭示体外多倍体巨乳腺癌细胞的抑制剂

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作者:Mengli Zhou, Yushu Ma, Chun-Cheng Chiang, Edwin C Rock, Samuel Charles Butler, Rajiv Anne, Svetlana Yatsenko, Yinan Gong, Yu-Chih Chen

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.

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