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应用单细胞RNA测序分析探索胃肠道间质瘤中 Cajal 间质细胞的异质性及其特性。

Exploring the heterogeneity of interstitial cells of Cajal and their properties in gastrointestinal mesenchymal tumors applying single-cell RNA sequencing analysis.

作者信息

Zhu Yongjun, Zhang Rui, Zhang Shipai, Hu Haijun

机构信息

Gastrointestinal Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China.

出版信息

Discov Oncol. 2024 Sep 27;15(1):474. doi: 10.1007/s12672-024-01372-8.


DOI:10.1007/s12672-024-01372-8
PMID:39331193
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11436502/
Abstract

BACKGROUND: Gastrointestinal mesenchymal stromal tumors (GISTs) are a group of intramural tumors that exhibit a wide range of morphologies. Dysfunction or loss of interstitial cells of Cajal (ICCs) is correlated with the disorders of gastrointestinal motility. At present, the characterization and molecular mechanisms underlying the role of ICCs in GIST are still not clear. METHODS: The GSE162115 dataset from Gene Expression Omnibus database was processed using Seurat package for quality control, data normalization, and cell clustering. Differential expression and functional enrichment analyses were performed using the FindAllMarkers function and clusterProfiler package. Cellular heterogeneity was assessed by CytoTRACE and potential regulatory mechanisms of ICCs in GISTs were investigated using SCENIC. Cellular communication was inferred and analyzed applying the CellChat package. RESULTS: Eight clusters were identified based on 34,861 cells. Intra-tumor samples had a higher proportion of ICCs than peri-tumor. ICCs were related to cell cycle and glycolytic activity in intra-tumor samples, while those in peri-tumor samples were involved in immune response. Further analysis identified four ICC subgroups (subcluster 1-4), of which subcluster 3 showed the most typical stem cell properties and interacted with the rest of the cells through the MIF-CD74 (CD44) protein. CONCLUSION: This study analyzed the heterogeneity and stem cell properties of ICCs in GISTs, revealing the molecular mechanisms and potential therapeutic targets for GISTs.

摘要

背景:胃肠道间质瘤(GISTs)是一组具有多种形态的壁内肿瘤。 Cajal间质细胞(ICCs)的功能障碍或缺失与胃肠动力紊乱相关。目前,ICCs在GIST中作用的特征和分子机制仍不清楚。 方法:使用Seurat软件包对来自基因表达综合数据库的GSE162115数据集进行质量控制、数据标准化和细胞聚类。使用FindAllMarkers函数和clusterProfiler软件包进行差异表达和功能富集分析。通过CytoTRACE评估细胞异质性,并使用SCENIC研究ICCs在GIST中的潜在调控机制。应用CellChat软件包推断和分析细胞间通讯。 结果:基于34,861个细胞鉴定出8个簇。肿瘤内样本中ICC的比例高于肿瘤周围样本。肿瘤内样本中的ICCs与细胞周期和糖酵解活性相关,而肿瘤周围样本中的ICCs参与免疫反应。进一步分析确定了四个ICC亚组(亚簇1-4),其中亚簇3表现出最典型的干细胞特性,并通过MIF-CD74(CD44)蛋白与其他细胞相互作用。 结论:本研究分析了GIST中ICCs的异质性和干细胞特性,揭示了GIST的分子机制和潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/91bcd04e444e/12672_2024_1372_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/4fdaadb375c8/12672_2024_1372_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/92cfc2f29e4f/12672_2024_1372_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/d29047704793/12672_2024_1372_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/5fc3a8191433/12672_2024_1372_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/91bcd04e444e/12672_2024_1372_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/4fdaadb375c8/12672_2024_1372_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/92cfc2f29e4f/12672_2024_1372_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/d29047704793/12672_2024_1372_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/5fc3a8191433/12672_2024_1372_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/11436502/91bcd04e444e/12672_2024_1372_Fig5_HTML.jpg

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Mol Cancer Res. 2024-4-2

[3]
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Comput Struct Biotechnol J. 2023-10-7

[4]
Pathophysiological Implications of Interstitial Cajal-like Cells (ICC-like) in Uterus: A Comparative Study with Gastrointestinal ICCs.

Curr Issues Mol Biol. 2023-9-15

[5]
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J Cancer Res Clin Oncol. 2023-11

[6]
SCENIC+: single-cell multiomic inference of enhancers and gene regulatory networks.

Nat Methods. 2023-9

[7]
Characterization of stemness features and construction of a stemness subtype classifier to predict survival and treatment responses in lung squamous cell carcinoma.

BMC Cancer. 2023-6-8

[8]
LIX1 Controls MAPK Signaling Reactivation and Contributes to GIST-T1 Cell Resistance to Imatinib.

Int J Mol Sci. 2023-4-12

[9]
CellMarker 2.0: an updated database of manually curated cell markers in human/mouse and web tools based on scRNA-seq data.

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[10]
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