Differential Response to Cisplatin between Co-cultured Cells and Pure Cultured Cells Based on Single-cell RNA Sequencing of Three-dimensional-cultured Breast Cancer Cells.

IF 3.3 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Frontiers in bioscience (Landmark edition) Pub Date : 2024-11-29 DOI:10.31083/j.fbl2912406
Shuqing Yang, Peixian Chen, Xiaofan Mao, KaiRong Lin, Wei Li, Tiancheng He, Huiqi Huang, AiGuo Wu, Wei Luo, Guolin Ye, Guangyu Yao, Dan Zhou
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Abstract

Objective: The current study aimed to develop an experimental approach for the direct co-culture of three-dimensional breast cancer cells using single-cell RNA sequencing (scRNA-seq).

Methods: The following four cell culture groups were established in the Matrigel matrix: the untreated Michigan Cancer Foundation (MCF)-7 cell culture group, the MCF-7 cell culture plus cisplatin group, the untreated co-culture group, and the cell co-culture plus cisplatin group. For cell co-culture, MCF-7 cells, human mammary fibroblasts, and human umbilical vein endothelial cells were mixed at a ratio of 1:1:1. Cisplatin was applied at a concentration of 1.25 μg/mL, and the cells were harvested after 2 days and subjected to scRNA-seq. Data were analyzed using a single-cell RNA sequencing data analysis pipeline with R language.

Results: The response of MCF-7 cells to cisplatin differed among the four groups. The transcriptomic response of MCF-7 cells to cisplatin in the co-culture model was not as significant as that in the mono-culture model. Moreover, the pathways related to apoptosis, DNA damage, hypoxia, and metastasis in the co-culture groups were enriched in the genes that were differentially expressed based on cisplatin treatment.

Conclusion: scRNA-seq analysis revealed that the response of MCF-7 cells to cisplatin in the co-culture model was lower than that in the mono-culture model. Therefore, the three-dimensional cell co-culture model can be applied to tumor research to better mimic the pathophysiological environment in vivo and can be a well-modified research method.

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基于三维培养乳腺癌细胞单细胞RNA测序的共培养细胞与纯培养细胞对顺铂的差异反应
目的:本研究旨在建立一种利用单细胞RNA测序(scRNA-seq)直接共培养三维乳腺癌细胞的实验方法。方法:在Matrigel基质中建立4个细胞培养组:未经处理的Michigan Cancer Foundation (MCF)-7细胞培养组、MCF-7细胞培养+顺铂组、未经处理的共培养组、细胞共培养+顺铂组。细胞共培养时,将MCF-7细胞、人乳腺成纤维细胞和人脐静脉内皮细胞按1:1:1的比例混合。顺铂浓度为1.25 μg/mL, 2天后收获细胞,进行scrna测序。数据分析使用单细胞RNA测序数据分析管道与R语言。结果:四组间MCF-7细胞对顺铂的反应存在差异。在共培养模型中,MCF-7细胞对顺铂的转录组反应不如单培养模型显著。此外,在共培养组中,与细胞凋亡、DNA损伤、缺氧和转移相关的通路在顺铂治疗差异表达的基因中富集。结论:scRNA-seq分析显示,共培养模型中MCF-7细胞对顺铂的反应低于单培养模型。因此,三维细胞共培养模型可以应用于肿瘤研究,更好地模拟体内病理生理环境,是一种完善的研究方法。
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