三阴性乳腺癌异质免疫微环境的多组学分析暗示UQCRFS1促进肿瘤进展。

IF 9.4 1区 医学 Q1 HEMATOLOGY
Yuhui Tang, Aiqi Xu, Zhongbiao Xu, Jindong Xie, Wei Huang, Liulu Zhang, Yitian Chen, Lu Yang, Shasha Du, Kun Wang
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引用次数: 0

摘要

背景:三阴性乳腺癌(TNBC)通常以高级别和侵袭性特征为特征,导致远处转移的可能性增加,患者预后较差。肿瘤免疫微环境(Tumor immune microenvironment, TME)近年来被认为与肿瘤进展和免疫治疗反应密切相关。然而,TNBC内部实际的异质性TME还有待进一步探索。方法:对包含9例TNBC treatment-naïve患者的自测单细胞RNA测序数据集进行TME内不同细胞类型的深入分析,包括亚簇分类、CellChat算法、转录因子(tf)表达、伪时间分析和功能富集分析。通过拷贝数变异分析确认恶性上皮细胞簇,随后进行LASSO-Cox回归,建立基于5个关键基因(BGN、SDC1、IMPDH2、SPINT1和UQCRFS1)的恶性细胞指数(malignant Cell Index, MCI)模型,并通过Kaplan-Meier生存和免疫治疗反应分析在多个TNBC队列中得到验证。利用公开的空间转录组、蛋白质组数据和qRT-PCR、western blotting实验验证UQCRFS1在RNA和蛋白水平上的表达。此外,我们还通过功能实验来揭示UQCRFS1对TNBC细胞的影响。结果:明确了TNBC中TME细胞的不同亚群,在细胞间相互作用、TFs表达、分化轨迹和功能途径等方面表现出不同的特点。特别是,il32高Treg对肿瘤逃逸具有重要作用,预示着TNBC患者预后恶化。此外,MCI模型能够预测TNBC的不良预后和免疫治疗抵抗。最终,UQCRFS1敲低抑制了TNBC细胞的体外增殖和迁移能力以及体内肿瘤生长。结论:我们的研究为理解TNBC TME内的异质性提供了创新的视角,从而有助于阐明TNBC生物学,为TNBC患者的预后提供临床建议,如il32高Treg浸润、MCI评估、UQCRFS1表达等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-omics analyses of the heterogenous immune microenvironment in triple-negative breast cancer implicate UQCRFS1 potentiates tumor progression.

Background: Triple-negative breast cancer (TNBC) is commonly characterized by high-grade and aggressive features, resulting in an augmented likelihood of distant metastasis and inferior prognosis for patients. Tumor immune microenvironment (TME) has been recently considered to be tightly correlated with tumor progression and immunotherapy response. However, the actual heterogenous TME within TNBC remains more explorations.

Methods: The thorough analyses of different cell types within TME were conducted on the self-tested single-cell RNA sequencing dataset which contained nine TNBC treatment-naïve patients, including subclusters classification, CellChat algorithm, transcription factors (TFs) expression, pseudotime analysis and functional enrichment assay. The malignant epithelial cluster was confirmed by copy number variations analysis, and subsequently LASSO-Cox regression was carried out to establish a Malignant Cell Index (MCI) model on the basis of five crucial genes (BGN, SDC1, IMPDH2, SPINT1, and UQCRFS1), which was validated in several TNBC cohorts through Kaplan-Meier survival and immunotherapy response analyses. The public spatial transcriptome, proteome data and qRT-PCR, western blotting experiments were exploited to corroborate UQCRFS1 expression in RNA and protein levels. Additionally, functional experiments were implemented to unravel the impacts of UQCRFS1 on TNBC cells.

Results: The diverse subclusters of TME cells within TNBC were clarified to display distinct characteristics in cell-cell interactions, TFs expression, differentiation trajectory and functional pathways. Particularly, IL32high Treg imparted an essential effect on tumor evasion and predicted a worsened prognosis of TNBC patients. Furthermore, MCI model enabled to notify the inferior prognosis and immunotherapy resistance in TNBC. Ultimately, UQCRFS1 knockdown dampened the proliferative and migratory competence in vitro as well as tumor growth in vivo of TNBC cells.

Conclusions: Our study offers innovative perspectives on comprehending the heterogeneity within TME of TNBC, thereby facilitating the elucidation of TNBC biology and providing clinical recommendations for TNBC patients' prognosis, such as IL32high Treg infiltration, MCI evaluation, and UQCRFS1 expression.

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来源期刊
CiteScore
12.60
自引率
7.30%
发文量
97
审稿时长
6 weeks
期刊介绍: Experimental Hematology & Oncology is an open access journal that encompasses all aspects of hematology and oncology with an emphasis on preclinical, basic, patient-oriented and translational research. The journal acts as an international platform for sharing laboratory findings in these areas and makes a deliberate effort to publish clinical trials with 'negative' results and basic science studies with provocative findings. Experimental Hematology & Oncology publishes original work, hypothesis, commentaries and timely reviews. With open access and rapid turnaround time from submission to publication, the journal strives to be a hub for disseminating new knowledge and discussing controversial topics for both basic scientists and busy clinicians in the closely related fields of hematology and oncology.
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