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利用单细胞RNA测序分析剖析三阴性乳腺癌微环境并鉴定潜在治疗药物

Dissection of triple-negative breast cancer microenvironment and identification of potential therapeutic drugs using single-cell RNA sequencing analysis.

作者信息

Cheng Weilun, Mi Wanqi, Wang Shiyuan, Wang Xinran, Jiang Hui, Chen Jing, Yang Kaiyue, Jiang Wenqi, Ye Jun, Guo Baoliang, Zhang Yunpeng

机构信息

Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.

College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.

出版信息

J Pharm Anal. 2024 Aug;14(8):100975. doi: 10.1016/j.jpha.2024.100975. Epub 2024 Apr 2.

DOI:10.1016/j.jpha.2024.100975
PMID:39263352
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11388705/
Abstract

Breast cancer remains a leading cause of mortality in women worldwide. Triple-negative breast cancer (TNBC) is a particularly aggressive subtype characterized by rapid progression, poor prognosis, and lack of clear therapeutic targets. In the clinic, delineation of tumor heterogeneity and development of effective drugs continue to pose considerable challenges. Within the scope of our study, high heterogeneity inherent to breast cancer was uncovered based on the landscape constructed from both tumor and healthy breast tissue samples. Notably, TNBC exhibited significant specificity regarding cell proliferation, differentiation, and disease progression. Significant associations between tumor grade, prognosis, and TNBC oncogenes were established via pseudotime trajectory analysis. Consequently, we further performed comprehensive characterization of the TNBC microenvironment. A crucial epithelial subcluster, E8, was identified as highly malignant and strongly associated with tumor cell proliferation in TNBC. Additionally, epithelial-mesenchymal transition (EMT)-associated fibroblast and M2 macrophage subclusters exerted an influence on E8 through cellular interactions, contributing to tumor growth. Characteristic genes in these three cluster cells could therefore serve as potential therapeutic targets for TNBC. The collective findings provided valuable insights that assisted in the screening of a series of therapeutic drugs, such as pelitinib. We further confirmed the anti-cancer effect of pelitinib in an orthotopic 4T1 tumor-bearing mouse model. Overall, our study sheds light on the unique characteristics of TNBC at single-cell resolution and the crucial cell types associated with tumor cell proliferation that may serve as potent tools in the development of effective anti-cancer drugs.

摘要

乳腺癌仍然是全球女性死亡的主要原因。三阴性乳腺癌(TNBC)是一种特别侵袭性的亚型,其特征是进展迅速、预后不良且缺乏明确的治疗靶点。在临床上,肿瘤异质性的描绘和有效药物的开发仍然面临相当大的挑战。在我们的研究范围内,基于从肿瘤和健康乳腺组织样本构建的图谱,发现了乳腺癌固有的高度异质性。值得注意的是,TNBC在细胞增殖、分化和疾病进展方面表现出显著的特异性。通过伪时间轨迹分析建立了肿瘤分级、预后与TNBC癌基因之间的显著关联。因此,我们进一步对TNBC微环境进行了全面表征。一个关键的上皮亚群E8被确定为高度恶性,并且与TNBC中的肿瘤细胞增殖密切相关。此外,上皮-间质转化(EMT)相关的成纤维细胞和M2巨噬细胞亚群通过细胞间相互作用对E8产生影响,促进肿瘤生长。因此,这三个簇细胞中的特征基因可作为TNBC的潜在治疗靶点。这些共同的发现提供了有价值的见解,有助于筛选一系列治疗药物,如培利替尼。我们进一步在原位4T1荷瘤小鼠模型中证实了培利替尼的抗癌作用。总体而言,我们的研究揭示了TNBC在单细胞分辨率下的独特特征以及与肿瘤细胞增殖相关的关键细胞类型,这些可能成为开发有效抗癌药物的有力工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/038ea657e293/gr8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/9ecf782143c4/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/5c91ace20b7e/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/34335834ce5e/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/132c8164c0b2/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/c78a6be03bd7/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/000719c99b3e/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/30b5fe1b309f/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/255dd6451296/gr7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/038ea657e293/gr8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/9ecf782143c4/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/5c91ace20b7e/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/34335834ce5e/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/132c8164c0b2/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/c78a6be03bd7/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/000719c99b3e/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/30b5fe1b309f/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/255dd6451296/gr7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e109/11388705/038ea657e293/gr8.jpg

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