通过单细胞RNA测序研究原发性心脏血管肉瘤的肿瘤内异质性和微环境多样性。

IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Jingyuan Huo, Zhen Wang, Wenting Zhao, Miao Chen, Haoyang Li, Fengpu He, Xiao Tian, Yaqi Ma, Firyuza Husanova, Liang Ma, Yiming Ni, Hongda Ding, Weidong Li, Hongfei Xu
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引用次数: 0

摘要

背景:原发性心脏血管肉瘤(PCAS)是一种罕见的侵袭性心脏肿瘤,治疗方案有限,预后差。了解细胞异质性和肿瘤微环境(TME)对于开发有效的治疗方法至关重要。在这里,我们使用单细胞RNA测序(scRNA-seq)研究了PCAS的肿瘤内异质性和TME多样性。方法:我们对4例PCAS患者的肿瘤样本进行scRNA-seq分析,并辅以多色免疫组织化学进行鉴定。我们使用从公共数据库下载的五个正常心脏组织样本的scRNA-seq数据进行比较分析。利用生物信息学分析,包括Cell Ranger、Seurat、Monocle2、hdWGCNA、SCENIC和NicheNet,鉴定不同的细胞群、转录模式和共调节基因模块。结果:我们的分析揭示了PCAS在多种生物过程(如蛋白质合成、降解和rig - 1信号抑制)驱动下的肿瘤内显著异质性。SCENIC分析确定了三个主要转录因子簇(CEBPB、MYC和TAL1)。t细胞亚群分析显示耗尽抗原特异性t细胞,使免疫检查点阻断的效果复杂化。此外,我们观察到tme浸润细胞中巨噬细胞(SPP1+和OLR1+)受到抑制,线粒体基因MT-RNR2 (MTRNR2L12)表达降低,表明线粒体功能受损。结论:本研究阐明了PCAS复杂的细胞景观和免疫微环境,揭示了开发新疗法的潜在分子靶点。这些发现强调了解决PCAS异质性和免疫逃避带来的挑战的多方面治疗方法的重要性。重点:对肉瘤细胞异质性和转录模式的深入了解可以解释使用当前治疗方式治疗原发性心肌血管肉瘤(PCAS)的挑战。免疫微环境的表征显示特异性骨髓细胞群(SPP1+和OLR1+巨噬细胞)介导了显著的免疫抑制。鉴定PCAS微环境中免疫细胞的线粒体功能障碍,特别是MTRNR2L12蛋白的显著下调,为治疗靶向提供了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Investigating intra-tumoural heterogeneity and microenvironment diversity in primary cardiac angiosarcoma through single-cell RNA sequencing

Investigating intra-tumoural heterogeneity and microenvironment diversity in primary cardiac angiosarcoma through single-cell RNA sequencing

Background

Primary cardiac angiosarcoma (PCAS) is a rare and aggressive heart tumour with limited treatment options and a poor prognosis. Understanding cellular heterogeneity and tumour microenvironment (TME) is crucial for the development of effective therapies. Here, we investigated the intratumoural heterogeneity and TME diversity of PCAS using single-cell RNA sequencing (scRNA-seq).

Methods

We performed scRNA-seq analysis on tumour samples from four patients with PCAS, supplemented with multicolour immunohistochemistry for identification. We used scRNA-seq data from five normal cardiac tissue samples downloaded from public databases for comparative analyses. Bioinformatic analyses, including Cell Ranger, Seurat, Monocle2, hdWGCNA, SCENIC and NicheNet, were utilized to identify distinct cell populations, transcriptional patterns, and co-regulating gene modules.

Results

Our analysis revealed significant intratumoural heterogeneity in PCAS driven by diverse biological processes such as protein synthesis, degradation, and RIG-I signalling inhibition. The SCENIC analysis identified three primary transcription factors' clusters (CEBPB, MYC and TAL1). T-cell subset analysis showed exhausted antigen-specific T-cells, complicating the efficacy of immune checkpoint blockade. Furthermore, we observed suppressive macrophages (SPP1+ and OLR1+) and reduced mitochondrial gene MT-RNR2 (MTRNR2L12) expression in TME-infiltrating cells, indicating impaired mitochondrial function.

Conclusion

This study elucidates the complex cellular landscape and immune microenvironment of PCAS, highlighting potential molecular targets for the development of novel therapies. These findings underscore the importance of a multifaceted therapeutic approach for addressing the challenges posed by PCAS's heterogeneity and immune evasion.

Key points

  • Insights into the heterogeneity and transcriptional patterns of sarcoma cells may explain the challenges in treating primary cardiac angiosarcoma (PCAS) using the current therapeutic modalities.
  • Characterization of the immune microenvironment revealed significant immunosuppression mediated by specific myeloid cell populations (SPP1+ and OLR1+ macrophages).
  • Identification of mitochondrial dysfunction in immune cells within the PCAS microenvironment, particularly the notable downregulation of the MTRNR2L12 protein, suggests a new avenue for therapeutic targeting.
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来源期刊
CiteScore
15.90
自引率
1.90%
发文量
450
审稿时长
4 weeks
期刊介绍: Clinical and Translational Medicine (CTM) is an international, peer-reviewed, open-access journal dedicated to accelerating the translation of preclinical research into clinical applications and fostering communication between basic and clinical scientists. It highlights the clinical potential and application of various fields including biotechnologies, biomaterials, bioengineering, biomarkers, molecular medicine, omics science, bioinformatics, immunology, molecular imaging, drug discovery, regulation, and health policy. With a focus on the bench-to-bedside approach, CTM prioritizes studies and clinical observations that generate hypotheses relevant to patients and diseases, guiding investigations in cellular and molecular medicine. The journal encourages submissions from clinicians, researchers, policymakers, and industry professionals.
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