Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China.
Anhui Province Key Laboratory of Major Autoimmune Diseases, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, 230032, Anhui, China.
J Transl Med. 2022 Jul 6;20(1):302. doi: 10.1186/s12967-022-03510-8.
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.
肿瘤微环境(TME)在结直肠癌中的促瘤作用在癌症生物学中已得到广泛研究。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方面发挥着重要作用。因此,我们探索了 CAFs 与结直肠癌发病机制中微环境之间的串扰,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。具体来说,利用单细胞基因集富集分析(ssGSEA)、基因集变异分析(GSVA)、拟时分析和细胞比例分析,鉴定每个细胞簇的细胞类型和功能。基于生物信息学分析,应用免疫荧光和免疫组化来验证结果。
我们对肿瘤异质性景观进行了分析,鉴定出两种不同类型的 CAFs,即肌成纤维细胞相关成纤维细胞(mCAFs)与肌纤维母细胞样细胞相关,炎症相关成纤维细胞(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,发现 iCAFs 与 TME 中的基质成分之间存在广泛的串扰,以促进肿瘤进展和转移。值得注意的是,在 iCAFs 富集的簇中,一些抗肿瘤免疫细胞,如 NK 细胞、单核细胞明显减少。然后,ssGSEA 分析结果表明,iCAFs 与 EMT、脂质代谢和胆汁酸代谢等有关。此外,当我们探索化疗与微环境的关系时,我们检测到 iCAFs 影响接受化疗的患者的免疫抑制细胞和脂质代谢重编程。此外,我们通过公共数据库确定了 iCAFs 的临床作用,并证实其与预后不良有关。
总之,我们使用整合数据鉴定了两种类型的 CAFs,并探索了它们在 TME 中的功能意义。对微环境中 CAFs 的深入了解可能有助于阐明其促癌功能,并为治疗研究提供线索。