单细胞RNA测序揭示胃癌原发和肝转移过程中免疫和基质景观的改变

IF 2.3 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Bin Zhou , Xiaolin Liu , Huanhuan Hu , Zhipeng Li , Shanliang Zhong
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引用次数: 0

摘要

背景:我们的目的是鉴定与胃癌肝转移相关的间质细胞。方法从GEO下载胃癌组织和邻近正常组织(NT)、肝转移组织(LM)和健康肝组织(HL)的单细胞RNA测序(scRNA-seq)数据集。此外,我们从TCGA获得了用于TCGA- stad项目的RNA-Seq和临床数据。使用R软件对数据集进行分析。采用细胞活力分析对潜在药物进行验证。结果共获得7个GC、2个NT、5个LM和3个HL数据集,以及448个RNA-Seq文件。我们从107,875个细胞中鉴定出13种细胞类型,并将其重新聚类为38个亚簇。我们的分析表明,胃癌和LM中血管生成增加,原发肿瘤中癌相关成纤维细胞(CAFs)富集,胃癌和LM中CD8+ T细胞比例下降,坏死坏死增加,LM中NK细胞减少,M2巨噬细胞(Mφ)在胃癌和LM中均表现出高活性。我们发现HL和LM的免疫细胞表达了更多的转录本,这表明原发性和转移性肿瘤的肿瘤微环境(TME)存在差异。此外,我们确定了3种可能对原发性和转移性肿瘤有效的潜在药物。结论本研究揭示了胃癌和肝癌TME中免疫细胞和基质细胞的异质性,并确定了几种与胃癌肝转移相关的细胞类型。这些细胞类型在未来可能作为潜在的生物标志物或治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single-cell RNA sequencing reveals altered immune and stromal landscape in primary and liver metastasis of gastric cancer

Background

We aimed to identify stromal cells associated with liver metastasis of gastric cancer (GC).

Methods

We downloaded single-cell RNA sequencing (scRNA-seq) datasets for GC tissues and adjacent normal tissues (NT), as well as liver metastases (LM) and healthy liver tissues (HL) from GEO. Additionally, we obtained RNA-Seq and clinical data from TCGA for the TCGA-STAD project. The datasets were analyzed using R software. Cell viability analysis were used to verify the potential drugs.

Results

We obtained 7 GC, 2 NT, 5 LM and 3 HL datasets, as well as 448 RNA-Seq files. We identified 13 cell types from a total of 107,875 cells, which were further re-clustered into 38 subclusters. Our analyses showed that both GC and LM exhibited increased angiogenesis, cancer-associated fibroblasts (CAFs) were enriched in primary tumors, CD8+ T cells in both GC and LM showed a declined proportion and increased necroptosis, NK cells were reduced in LM, and M2 macrophages (Mφ) exhibited high activities in both GC and LM. We found immune cells in HL and LM expressed more transcripts, suggesting the differences in tumor microenvironment (TME) between primary and metastatic tumors. Additionally, we identified 3 potential drugs that could be effective against both primary and metastatic tumors.

Conclusion

This study illustrated the heterogeneity of immune and stromal cells in TME of GC and LM, and identified several cell types associated with liver metastasis of GC. These cell types may serve as potential biomarkers or therapeutic targets in the future.
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来源期刊
Biochemistry and Biophysics Reports
Biochemistry and Biophysics Reports Biochemistry, Genetics and Molecular Biology-Biophysics
CiteScore
4.60
自引率
0.00%
发文量
191
审稿时长
59 days
期刊介绍: Open access, online only, peer-reviewed international journal in the Life Sciences, established in 2014 Biochemistry and Biophysics Reports (BB Reports) publishes original research in all aspects of Biochemistry, Biophysics and related areas like Molecular and Cell Biology. BB Reports welcomes solid though more preliminary, descriptive and small scale results if they have the potential to stimulate and/or contribute to future research, leading to new insights or hypothesis. Primary criteria for acceptance is that the work is original, scientifically and technically sound and provides valuable knowledge to life sciences research. We strongly believe all results deserve to be published and documented for the advancement of science. BB Reports specifically appreciates receiving reports on: Negative results, Replication studies, Reanalysis of previous datasets.
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