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基于对预后、免疫浸润和治疗反应进行分层的基底膜基因的胃癌亚型分类。

Subtyping of gastric cancer based on basement membrane genes that stratifies the prognosis, immune infiltration and therapeutic response.

作者信息

Tang Xin, Liu Yu, Zhao Jiarong, Fu Changfang, Yang Wulin

机构信息

Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, No. 350, Shushanhu Road, Hefei, 230031, Anhui, China.

Science Island Branch, Graduate School of University of Science and Technology of China, Hefei, 230026, China.

出版信息

Discov Oncol. 2024 Aug 20;15(1):362. doi: 10.1007/s12672-024-01238-z.

Abstract

Gastric cancer (GC) is highly heterogeneous and prone to metastasis, which are obstacles to the effectiveness of treatment. The basement membrane (BM) acts as a barrier to tumor cell invasion and metastasis. It is critical to investigate the relationship between BM status, metastasis, and patient prognosis. In several large cohorts, we investigated BM gene expression-based molecular classification and risk-prognosis models for GC, examined tumor microenvironment (TME) differences among different molecular subtypes, and developed risk models in predicting prognosis, immunotherapy effectiveness, and chemotherapy resistance. Three GC subtypes (BMclusterA/B/C) based on BM gene expression status were discovered. Each of the three GC subtypes has unique immune infiltration and activated oncogenic signals. Moreover, a 6-gene score (BMscore) predictive model was developed. The low BMscore group had a high tumor mutation burden, high immunogenicity, and low RHOJ expression levels, implying that individuals with GC in this category may be more susceptible to immunotherapy and treatment. The EMT subtype showed a considerably higher BMscore than the other subtypes in the Asian Organization for Research on Cancer (ACRG) molecular classification. Endothelial cells, smooth muscle cells, and fibroblasts may be engaged in regulating BM reorganization in GC progression, according to single-cell transcriptome analyses. In conclusion, we defined a novel molecular classification of GC based on BM genes, developed a prognostic risk model, and elucidated the cell subpopulations involved in BM remodeling at the single-cell level. This study has deepened the understanding of the relationship between GC metastasis and BM alterations, achieved prognostic stratification, and guided therapy.

摘要

胃癌(GC)具有高度异质性且易于转移,这是治疗有效性的障碍。基底膜(BM)作为肿瘤细胞侵袭和转移的屏障。研究BM状态、转移与患者预后之间的关系至关重要。在几个大型队列中,我们研究了基于BM基因表达的GC分子分类和风险预后模型,检查了不同分子亚型之间的肿瘤微环境(TME)差异,并开发了预测预后、免疫治疗有效性和化疗耐药性的风险模型。发现了基于BM基因表达状态的三种GC亚型(BMclusterA/B/C)。三种GC亚型中的每一种都具有独特的免疫浸润和激活的致癌信号。此外,还开发了一种6基因评分(BMscore)预测模型。低BMscore组具有高肿瘤突变负担、高免疫原性和低RHOJ表达水平,这意味着该类别中患有GC的个体可能对免疫治疗和治疗更敏感。在亚洲癌症研究组织(ACRG)分子分类中,EMT亚型的BMscore明显高于其他亚型。根据单细胞转录组分析,内皮细胞、平滑肌细胞和成纤维细胞可能参与调节GC进展中的BM重组。总之,我们基于BM基因定义了一种新的GC分子分类,开发了一种预后风险模型,并在单细胞水平上阐明了参与BM重塑的细胞亚群。本研究加深了对GC转移与BM改变之间关系的理解,实现了预后分层,并指导了治疗。

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