Biomedical Research Foundation, Academy of Athens, 11527 Athens, Greece.
Biomedical Research Institute-Foundation for Research and Technology, 45110 Ioannina, Greece.
Int J Mol Sci. 2024 Jun 22;25(13):6853. doi: 10.3390/ijms25136853.
Triple-negative breast cancer (TNBC) is a particularly aggressive mammary neoplasia with a high fatality rate, mainly because of the development of resistance to administered chemotherapy, the standard treatment for this disease. In this study, we employ both bulk RNA-sequencing and single-cell RNA-sequencing (scRNA-seq) to investigate the transcriptional landscape of TNBC cells cultured in two-dimensional monolayers or three-dimensional spheroids, before and after developing resistance to the chemotherapeutic agents paclitaxel and doxorubicin. Our findings reveal significant transcriptional heterogeneity within the TNBC cell populations, with the scRNA-seq identifying rare subsets of cells that express resistance-associated genes not detected by the bulk RNA-seq. Furthermore, we observe a partial shift towards a highly mesenchymal phenotype in chemoresistant cells, suggesting the epithelial-to-mesenchymal transition (EMT) as a prevalent mechanism of resistance in subgroups of these cells. These insights highlight potential therapeutic targets, such as the PDGF signaling pathway mediating EMT, which could be exploited in this setting. Our study underscores the importance of single-cell approaches in understanding tumor heterogeneity and developing more effective, personalized treatment strategies to overcome chemoresistance in TNBC.
三阴性乳腺癌(TNBC)是一种侵袭性很强的乳腺肿瘤,死亡率很高,主要是因为对化疗药物紫杉醇和阿霉素的耐药性发展,这是该病的标准治疗方法。在这项研究中,我们采用 bulk RNA-seq 和单细胞 RNA-seq(scRNA-seq)来研究 TNBC 细胞在二维单层或三维球体中培养前后对紫杉醇和阿霉素产生耐药性时的转录图谱。我们的研究结果揭示了 TNBC 细胞群体内存在显著的转录异质性,scRNA-seq 鉴定出了 bulk RNA-seq 未检测到的表达耐药相关基因的罕见细胞亚群。此外,我们观察到耐药细胞中部分向高间质表型转移,提示上皮间质转化(EMT)是这些细胞亚群中耐药的常见机制。这些发现强调了潜在的治疗靶点,如介导 EMT 的 PDGF 信号通路,可在这种情况下加以利用。我们的研究强调了单细胞方法在理解肿瘤异质性和开发更有效、个性化的治疗策略以克服 TNBC 化疗耐药性方面的重要性。