MASP1 in stomach adenocarcinoma: linking diagnosis, prognosis, and tumor immunity.

IF 2.8 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Chuyu Xiao, Fuyang Hong, Guanzi Chen, Wenli Xu, Yusheng Jie
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引用次数: 0

Abstract

Background: This study explored the role of Mannose-Binding Lectin-Associated Serine Protease 1 (MASP1) in the diagnosis, prognosis, and immune landscape of stomach adenocarcinoma (STAD), with the aim of providing a molecular foundation for developing early, non-invasive diagnostic tools and advancing immunotherapeutic strategies.

Methods: We analyzed STAD messenger RNA (mRNA) data from The Cancer Genome Atlas (TCGA), immune-related gene data from the ImmPort database, and complement system-related genes from previous studies. Differentially expressed mRNAs (DEmRNAs) relevant to prognosis, immunity, and the complement system were identified using the "limma" and "survival" packages, alongside a Venn diagram. We confirmed MASP1 expression through analysis of external databases, as well as performing quantitative reverse transcription polymerase chain reaction (qRT-PCR) and Western blotting (WB) on the normal gastric cell line and various gastric cancer cell lines. The diagnostic performance of MASP1 was evaluated through Receiver Operating Characteristic (ROC) curve analysis using the "pROC" package. Chi-square tests were conducted to examine the association between MASP1 expression and clinicopathological factors. Univariate and multivariate Cox regression analyses were performed to quantify the survival impact of MASP1 expression. Enrichment analyses were conducted to elucidate the functions and pathways associated with MASP1. The relationship between MASP1 expression and tumor immune infiltration was analyzed using single-sample Gene Set Enrichment Analysis (ssGSEA), Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT), Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE), and Spearman correlation methods.

Result: Our findings demonstrated that MASP1 is a significant biomarker associated with immune response and prognosis in STAD patients. Elevated MASP1 expression was correlated with poorer clinical outcomes, with ROC curve analysis revealing an Area Under the Curve (AUC) of 0.725 for MASP1. Additionally, MASP1 was identified as an independent prognostic marker for overall survival (OS) in STAD patients. The expression of MASP1 in STAD was predominantly linked to DNA damage repair and cell cycle regulation mechanisms. Furthermore, MASP1 expression showed a significant association with tumor-infiltrating immune cells and immune-related molecules.

Conclusion: This study highlights the significant correlation between MASP1 and the immunological landscape of STAD. MASP1 has the potential to serve as a diagnostic and prognostic marker and could be a promising therapeutic target for immunotherapy in STAD.

MASP1在胃腺癌中的作用:诊断、预后和肿瘤免疫
背景:本研究探讨甘露糖结合凝集素相关丝氨酸蛋白酶1 (MASP1)在胃腺癌(STAD)的诊断、预后和免疫景观中的作用,旨在为开发早期、非侵入性诊断工具和推进免疫治疗策略提供分子基础。方法:我们分析了来自癌症基因组图谱(TCGA)的STAD信使RNA (mRNA)数据,来自import数据库的免疫相关基因数据,以及来自先前研究的补体系统相关基因。与预后、免疫和补体系统相关的差异表达mrna (demrna)使用“limma”和“survival”包以及维恩图进行鉴定。我们通过分析外部数据库,并对正常胃细胞系和各种胃癌细胞系进行定量逆转录聚合酶链反应(qRT-PCR)和Western blotting (WB),证实了MASP1的表达。采用“pROC”软件包,通过受试者工作特征(ROC)曲线分析评估MASP1的诊断性能。采用卡方检验检验MASP1表达与临床病理因素之间的关系。进行单因素和多因素Cox回归分析,量化MASP1表达对生存的影响。富集分析阐明了与MASP1相关的功能和途径。MASP1表达与肿瘤免疫浸润的关系采用单样本基因集富集分析(ssGSEA)、通过估计RNA转录物相对亚集鉴定细胞类型(CIBERSORT)、使用表达数据估计恶性肿瘤组织中的基质和免疫细胞(ESTIMATE)和Spearman相关方法进行分析。结果:我们的研究结果表明,MASP1是与STAD患者免疫反应和预后相关的重要生物标志物。MASP1表达升高与较差的临床结果相关,ROC曲线分析显示,MASP1的曲线下面积(AUC)为0.725。此外,MASP1被确定为STAD患者总生存期(OS)的独立预后标志物。MASP1在STAD中的表达主要与DNA损伤修复和细胞周期调节机制有关。此外,MASP1表达与肿瘤浸润性免疫细胞和免疫相关分子有显著关联。结论:本研究提示MASP1与STAD的免疫景观存在显著相关性。MASP1有潜力作为STAD的诊断和预后标志物,并可能成为免疫治疗的一个有希望的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
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