CDK16+ Luminal Progenitor Cell-Like Tumor Cells Interacted with POSTN+ Cancer-Associated Fibroblasts Associate with Chemo-Resistance In Breast Cancer

IF 9.1 2区 材料科学 Q1 CHEMISTRY, PHYSICAL
Xinyu Ding, Qi Wu, Yanhua Du, Meng-meng Ji, Hua Yang, Qingsong Hu, Youqiong Ye
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Abstract

Tumor heterogeneity and interaction with tumor microenvironment play a crucial role in neoadjuvant chemotherapy (NAC) resistance in breast cancer (BRCA). Unraveling this dynamic interaction may help uncover novel therapeutic targets. Here, dynamic changes in tumor states and cellular composition are systemically characterized using 175,825 single-cell transcriptomics from naïve and post-treatment biopsies of BRCA patients receiving NAC. CDK16+ tumors are identified featured with luminal progenitor cell (LPC)-like tumor cells enriched in the triple-negative subtype of BRCA, associated with chemo-resistance. Integrating single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, and six independent public gene expression profiles that underwent chemotherapy revealed that POSTN+ cancer-associated fibroblasts (CAFs) are closely localized and interacted with CDK16+ LPC-like tumor cells to promote chemo-resistance. In vivo, CDK16 knockdown in tumor cells combined with chemotherapy significantly enhanced therapeutic efficacy. This in-house scRNA-seq from a mouse model validated that CDK16 knockdown reduced the LPC-like tumor cell signature, and the interaction of tumor featured with LPC-like tumor cells and POSTN+ CAFs. Together, the systematically integrated analyses uncovered an interaction network of CDK16+ tumor and POSTN+ CAFs that contributed to NAC- resistance, providing a new strategy for targeting CDK16 to enhance chemotherapy efficacy.

Abstract Image

CDK16+腔内祖细胞样肿瘤细胞与POSTN+癌症相关成纤维细胞相互作用与乳腺癌化疗耐药相关
肿瘤异质性及其与肿瘤微环境的相互作用在乳腺癌(BRCA)新辅助化疗(NAC)耐药中起着至关重要的作用。揭示这种动态相互作用可能有助于发现新的治疗靶点。在这里,使用来自naïve的175,825个单细胞转录组学和接受NAC的BRCA患者的治疗后活检,系统地表征了肿瘤状态和细胞组成的动态变化。CDK16+肿瘤被鉴定为具有丰富BRCA三阴性亚型的腔内祖细胞(LPC)样肿瘤细胞,与化疗耐药相关。整合单细胞RNA测序(scRNA-seq)、空间转录组学和6个接受化疗的独立公共基因表达谱显示,POSTN+癌症相关成纤维细胞(CAFs)紧密定位,并与CDK16+ lpc样肿瘤细胞相互作用,促进化疗耐药。在体内,肿瘤细胞中CDK16敲除联合化疗可显著提高治疗效果。来自小鼠模型的内部scrna测序证实,CDK16敲低降低了lpc样肿瘤细胞的特征,以及肿瘤特征与lpc样肿瘤细胞和POSTN+ CAFs的相互作用。总之,系统整合的分析揭示了CDK16+肿瘤和POSTN+ CAFs的相互作用网络,这有助于NAC-耐药,为靶向CDK16提高化疗疗效提供了新的策略。
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来源期刊
Small Methods
Small Methods Materials Science-General Materials Science
CiteScore
17.40
自引率
1.60%
发文量
347
期刊介绍: Small Methods is a multidisciplinary journal that publishes groundbreaking research on methods relevant to nano- and microscale research. It welcomes contributions from the fields of materials science, biomedical science, chemistry, and physics, showcasing the latest advancements in experimental techniques. With a notable 2022 Impact Factor of 12.4 (Journal Citation Reports, Clarivate Analytics, 2023), Small Methods is recognized for its significant impact on the scientific community. The online ISSN for Small Methods is 2366-9608.
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