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基于 scRNA-seq 和 RNA-seq 数据的综合分析探讨 Hedgehog 信号通路对胃腺癌肿瘤免疫微环境的影响。

The impact of the Hedgehog signal pathway on the tumor immune microenvironment of gastric adenocarcinoma by integrated analysis of scRNA-seq and RNA-seq datasets.

机构信息

Colorectal Cancer Center, West China Hospital, Sichuan University, Chengdu, China.

West China School of Medicine, Sichuan University, Chengdu, China.

出版信息

Funct Integr Genomics. 2023 Aug 1;23(3):258. doi: 10.1007/s10142-023-01187-w.

DOI:10.1007/s10142-023-01187-w
PMID:37526746
Abstract

The Hedgehog signaling is a highly conserved pathway to regulate cell growth and proliferation, and plays an essential role in stomach adenocarcinoma (STAD) and other cancer types. However, previous studies were primarily conducted in terms of mRNA or vitro cell culture. It would be more convincing to integrate single-cell RNA sequencing (scRNA-seq) data because it is a more precise approach for genomic research. The expression profile, genetic alteration, and activity of the Hedgehog signaling pathway were investigated in both scRNA-seq and RNA-seq datasets of STAD. Communications between cancer cells and fibroblasts were determined by the cell-chat algorithm, and the Hedgehog-related gene signature was constructed to predict the survival of STAD. Patients were categorized into high- and low-risk groups according to the median of the signature. Further analysis explored the difference in survival outcome, tumor immune microenvironment (TIME), and drug sensitivity between the two groups, aiming to guide the use of chemotherapy and immunotherapy in STAD patients. Hedgehog signal pathway was over-activated in STAD. GAS1, GLI1, and SCEBU2 were recognized as hub genes in the prognostic signature of STAD, and served as robust risk factors to induce a poor survival outcome. Patients in the high-risk group demonstrated an exhausted TIME pattern, with rather low sensitivity toward molecular-targeted drugs. This study depicted the influence of the Hedgehog pathway on the survival outcome, TIME, and drug sensitivity of STAD, and provides novel insights for the treatment of STAD.

摘要

Hedgehog 信号通路是一种高度保守的途径,可调节细胞生长和增殖,在胃腺癌 (STAD) 和其他癌症类型中发挥着重要作用。然而,之前的研究主要是基于 mRNA 或体外细胞培养进行的。整合单细胞 RNA 测序 (scRNA-seq) 数据将更具说服力,因为它是基因组研究更精确的方法。在 STAD 的 scRNA-seq 和 RNA-seq 数据集中研究了 Hedgehog 信号通路的表达谱、遗传改变和活性。通过细胞聊天算法确定了癌细胞和成纤维细胞之间的通讯,构建了 Hedgehog 相关基因特征,以预测 STAD 的生存率。根据特征中位数将患者分为高风险组和低风险组。进一步的分析探讨了两组之间生存结果、肿瘤免疫微环境 (TIME) 和药物敏感性的差异,旨在指导 STAD 患者的化疗和免疫治疗。Hedgehog 信号通路在 STAD 中过度激活。GAS1、GLI1 和 SCEBU2 被认为是 STAD 预后特征的枢纽基因,是导致不良生存结果的可靠风险因素。高风险组患者的 TIME 模式呈现耗竭状态,对分子靶向药物的敏感性较低。本研究描述了 Hedgehog 通路对 STAD 生存结果、TIME 和药物敏感性的影响,为 STAD 的治疗提供了新的见解。

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1
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2
Exploring the molecular mechanisms and shared gene signatures between rheumatoid arthritis and diffuse large B cell lymphoma.探讨类风湿关节炎和弥漫性大 B 细胞淋巴瘤之间的分子机制和共同基因特征。
Front Immunol. 2022 Oct 31;13:1036239. doi: 10.3389/fimmu.2022.1036239. eCollection 2022.
3
Outlier detection and robust variable selection via the penalized weighted LAD-LASSO method.
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J Appl Stat. 2020 Feb 4;48(2):234-246. doi: 10.1080/02664763.2020.1722079. eCollection 2021.
4
Hallmarks of Cancer: New Dimensions.癌症的特征:新视角。
Cancer Discov. 2022 Jan;12(1):31-46. doi: 10.1158/2159-8290.CD-21-1059.
5
Single-cell chromatin state analysis with Signac.使用 Signac 进行单细胞染色质状态分析。
Nat Methods. 2021 Nov;18(11):1333-1341. doi: 10.1038/s41592-021-01282-5. Epub 2021 Nov 1.
6
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Stem Cell Res Ther. 2021 Sep 9;12(1):498. doi: 10.1186/s13287-021-02562-9.
7
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8
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9
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.《全球癌症统计数据 2020:全球 185 个国家和地区 36 种癌症的发病率和死亡率估计》。
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