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

被引:7
|
作者
Zhou, Mengli [1 ,2 ,3 ]
Ma, Yushu [1 ,2 ]
Chiang, Chun-Cheng [1 ,2 ]
Rock, Edwin C. [4 ]
Butler, Samuel Charles [1 ]
Anne, Rajiv [4 ]
Yatsenko, Svetlana [5 ,6 ,7 ]
Gong, Yinan [1 ,8 ]
Chen, Yu-Chih [1 ,2 ,4 ,9 ]
机构
[1] Univ Pittsburgh, UPMC Hillman Canc Ctr, 5115 Ctr Ave, Pittsburgh, PA 15232 USA
[2] Univ Pittsburgh, Dept Computat & Syst Biol, 3420 Forbes Ave, Pittsburgh, PA 15260 USA
[3] Cent South Univ, Xiangya Hosp, Changsha 410008, Hunan, Peoples R China
[4] Univ Pittsburgh, Swanson Sch Engn, Dept Bioengn, 3700 OHara St, Pittsburgh, PA 15260 USA
[5] Univ Pittsburgh, Dept Pathol, Pittsburgh, PA USA
[6] Univ Pittsburgh, Dept Obstet Gynecol & Reprod Sci, Pittsburgh, PA USA
[7] Magee Womens Res Inst, Pittsburgh, PA USA
[8] Univ Pittsburgh, Dept Immunol, Sch Med, Pittsburgh, PA 15261 USA
[9] Univ Pittsburgh, CMU Pitt Ph D Program Computat Biol, 3420 Forbes Ave, Pittsburgh, PA 15260 USA
基金
美国国家卫生研究院;
关键词
HISTONE DEACETYLASE INHIBITOR; PROTEASOME INHIBITORS; CYCLIN B1; DOXORUBICIN; RESISTANCE; BORTEZOMIB; DOCETAXEL; IMMUNOSURVEILLANCE; OVEREXPRESSION; CHEMOTHERAPY;
D O I
10.1038/s42003-023-05674-5
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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. Breast cancer resistance and relapse may stem from polyploid giant cancer cells (PGCCs), and eradicating them poses a challenge. A precise, high-throughput single-cell analysis can identify compounds that target non-PGCCs, PGCCs, or both cell types.
引用
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页数:16
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