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空间转录组图谱揭示结直肠癌中癌症相关成纤维细胞与肿瘤微环境组分之间的串扰

英文原题:Spatial transcriptomics atlas reveals the crosstalk between cancer-associated fibroblasts and tumor microenvironment components in colorectal cancer.

查看英文原题

Spatial transcriptomics atlas reveals the crosstalk between cancer-associated fibroblasts and tumor microenvironment components in colorectal cancer.

PubMed 2022/07/06(内容时间) J Transl Med Q1 · IF 9.7(JCR 2025)

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研究概要

我们利用整合数据鉴定了两种类型的 CAF,并探索了它们在 TME 中的功能意义。对微环境中 CAF 的这种深入理解可能有助于我们阐明其促癌功能,并为治疗研究提供线索。

研究思路结论见上方概要

肿瘤微环境(TME)在结直肠癌中的促肿瘤作用已在肿瘤生物学中广泛研究。癌症相关成纤维细胞(CAFs)作为TME中的主要基质成分,在促进肿瘤进展和转移中发挥重要作用。因此,我们探索了CAFs与微环境在结直肠癌发病机制中的相互作用,以期为精准治疗提供依据。

我们整合了空间转录组学(ST)和批量RNA测序数据集,以探索CAFs在CRC微环境中的功能。具体而言,采用单样本基因集富集分析(ssGSEA)、基因集变异分析(GSVA)、拟时序分析和细胞比例分析来鉴定每个细胞簇的细胞类型和功能。应用免疫荧光和免疫组织化学来证实基于生物信息学分析的结果。

我们描绘了肿瘤异质性景观,并鉴定出两种不同类型的CAFs,其中肌癌相关成纤维细胞(mCAFs)与肌成纤维细胞样细胞相关,炎性癌相关成纤维细胞(iCAFs)与免疫炎症相关。当我们对两种类型的CAFs进行功能分析时,我们揭示了iCAFs与TME中基质成分之间存在广泛的串扰,从而促进肿瘤进展和转移。值得注意的是,一些抗肿瘤免疫细胞如NK细胞、单核细胞在iCAFs富集的聚类中显著减少。随后,ssGSEA分析结果显示iCAFs与EMT、脂质代谢和胆汁酸代谢等相关。此外,当我们探讨化疗与微环境的关系时,我们检测到iCAFs影响了接受化疗患者的免疫抑制细胞和脂质代谢重编程。另外,我们通过公共数据库鉴定了iCAFs的临床作用,并证实其与不良预后相关。

展开英文摘要原文

The tumor-promoting role of tumor microenvironment (TME) in colorectal cancer has been widely investigated in cancer biology. Cancer-associated fibroblasts (CAFs), as the main stromal component in TME, play an important role in promoting tumor progression and metastasis. Hence, we explored the crosstalk between CAFs and microenvironment in the pathogenesis of colorectal cancer in order to provide basis for precision therapy.

We integrated spatial transcriptomics (ST) and bulk-RNA sequencing datasets to explore the functions of CAFs in the microenvironment of CRC. In detail, single sample gene set enrichment analysis (ssGSEA), gene set variation analysis (GSVA), pseudotime analysis and cell proportion analysis were utilized to identify the cell types and functions of each cell cluster. Immunofluorescence and immunohistochemistry were applied to confirm the results based on bioinformatics analysis.

We profiled the tumor heterogeneity landscape and identified two distinct types of CAFs, which myo-cancer-associated fibroblasts (mCAFs) is associated with myofibroblast-like cells and inflammatory-cancer-associated fibroblasts (iCAFs) is related to immune inflammation. When we carried out functional analysis of two types of CAFs, we uncovered an extensive crosstalk between iCAFs and stromal components in TME to promote tumor progression and metastasis. Noticeable, some anti-tumor immune cells such as NK cells, monocytes were significantly reduced in iCAFs-enriched cluster. Then, ssGSEA analysis results showed that iCAFs were related to EMT, lipid metabolism and bile acid metabolism etc. Besides, when we explored the relationship of chemotherapy and microenvironment, we detected that iCAFs influenced immunosuppressive cells and lipid metabolism reprogramming in patient who underwent chemotherapy. Additionally, we identified the clinical role of iCAFs through a public database and confirmed it were related to poor prognosis.

In summary, we identified two types of CAFs using integrated data and explored their functional significance in TME. This in-depth understanding of CAFs in microenvironment may help us to elucidate its cancer-promoting functions and offer hints for therapeutic studies.

论文信息

作者
Peng Z、Ye M、Ding H、Feng Z、Hu K
第一作者单位
Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China.China
通讯作者单位
Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China. hukw@sina.com.China
期刊
Journal of translational medicine2022 Jul 6
原文标识
PubMed 35794563 · DOI 10.1186/s12967-022-03510-8