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甲状腺乳头状癌中丝氨酸蛋白酶抑制剂A1(Serpina1)表达的生物信息学分析及其与桥本甲状腺炎的潜在关联。

Bioinformatic analysis of serpina1 expression in papillary thyroid carcinoma and its potential association with Hashimoto's thyroiditis.

作者信息

Du Xiuyuan, Chen Wanjun

机构信息

Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, No. 440 Jiyan Highway, Huaiyin District, Jinan, 250000, Shandong, China.

出版信息

Discov Oncol. 2025 Mar 19;16(1):356. doi: 10.1007/s12672-025-02079-0.

Abstract

PURPOSE

Previous studies have suggested that SERPINA1 may promote a better prognosis in papillary thyroid carcinoma (PTC) along with Hashimoto's thyroiditis (HT). This study aims to further explore the role of the SERPINA1 gene in PTC and its relationship with HT using multiple databases.

METHODS

Transcriptomic data from The Cancer Genome Atlas (TCGA) were utilized to analyze differences in SERPINA1 expression between PTC patients with and without HT. The expression levels of SERPINA1 in tumor tissues and its association with tumor characteristics were assessed using the Wilcoxon test across both patient groups. The impact of SERPINA1 expression on immune cell infiltration in PTC was evaluated using the CIBERSORT tool. Single-cell transcriptomic data from the Gene Expression Omnibus (GEO) were further analyzed to identify SERPINA1-expressing subpopulations based on Thyroid Differentiation Score (TDS) and pseudotime analysis. Gene Set Variation Analysis (GSVA) was employed to characterize pathways associated with SERPINA1, inferring its potential functions. Finally, CellChat was used to investigate key ligand-receptor interactions between SERPINA1-positive subpopulations and other cell types.

RESULTS

TCGA data analysis reveals that, compared to normal thyroid tissue, the transcriptional level of SERPINA1 is significantly elevated in PTC tissues. Moreover, the expression of SERPINA1 is closely linked to certain clinical pathological features of PTC and the infiltration of immune cells in the tumor microenvironment. Single-cell transcriptome analysis reveals that SERPINA1 is primarily expressed in thyrocytes and myeloid cells. In thyrocytes, SERPINA1 is associated with complement-related proteins (e.g., C3, CD55). In poorly differentiated thyrocytes, it is linked to protease inhibitors and epithelial-mesenchymal transition (EMT) pathways, while in moderately differentiated thyrocytes, it associates with apolipoproteins APOE and APOC1. In macrophages, SERPINA1 is highly expressed in HT-associated macrophages and unpolarized macrophages, correlating with inflammation and extracellular matrix regulation pathways. Cell-cell interaction analysis indicates that SERPINA1-positive cells interact with other cells in the tumor microenvironment through macrophage migration inhibitory factor (MIF) and fibronectin 1 (FN1).

CONCLUSION

Compared to normal thyroid tissue or cells, the expression level of SERPINA1 is elevated in PTC. In cancer cells, SERPINA1 may be associated with the complement system and complement regulator functions. In poorly differentiated thyrocytes, SERPINA1 may primarily function as a protease inhibitor and is closely related to FN1. In moderately differentiated thyrocytes, SERPINA1 is associated with apolipoproteins. In unpolarized macrophages, the function of SERPINA1 may be to act as a serine protease inhibitor, participating in the remodeling of the extracellular matrix. In macrophages within an HT environment, the elevated expression of SERPINA1 may serve as a protective mechanism to limit inflammation. In the tumor microenvironment coexisting with HT, SERPINA1 outside the tumor cells may enter the tumor cells through lipid metabolism pathways. The potential role of SERPINA1 in PTC progression is complex, and the findings of this study require further validation.

摘要

目的

先前的研究表明,丝氨酸蛋白酶抑制剂A1(SERPINA1)可能与桥本甲状腺炎(HT)一起促进甲状腺乳头状癌(PTC)的预后改善。本研究旨在利用多个数据库进一步探讨SERPINA1基因在PTC中的作用及其与HT的关系。

方法

利用来自癌症基因组图谱(TCGA)的转录组数据,分析有无HT的PTC患者之间SERPINA1表达的差异。使用Wilcoxon检验评估两组患者肿瘤组织中SERPINA1的表达水平及其与肿瘤特征的关联。使用CIBERSORT工具评估SERPINA1表达对PTC中免疫细胞浸润的影响。进一步分析来自基因表达综合数据库(GEO)的单细胞转录组数据,以基于甲状腺分化评分(TDS)和拟时间分析确定表达SERPINA1的亚群。采用基因集变异分析(GSVA)来表征与SERPINA1相关的通路,推断其潜在功能。最后,使用CellChat研究SERPINA1阳性亚群与其他细胞类型之间的关键配体-受体相互作用。

结果

TCGA数据分析显示,与正常甲状腺组织相比,PTC组织中SERPINA1的转录水平显著升高。此外,SERPINA1的表达与PTC的某些临床病理特征以及肿瘤微环境中的免疫细胞浸润密切相关。单细胞转录组分析显示,SERPINA1主要在甲状腺细胞和髓样细胞中表达。在甲状腺细胞中,SERPINA1与补体相关蛋白(如C3、CD55)有关。在低分化甲状腺细胞中,它与蛋白酶抑制剂和上皮-间质转化(EMT)途径相关,而在中分化甲状腺细胞中,它与载脂蛋白APOE和APOC1相关。在巨噬细胞中,SERPINA1在与HT相关的巨噬细胞和未极化巨噬细胞中高表达,与炎症和细胞外基质调节途径相关。细胞间相互作用分析表明,SERPINA1阳性细胞通过巨噬细胞迁移抑制因子(MIF)和纤连蛋白1(FN1)与肿瘤微环境中的其他细胞相互作用。

结论

与正常甲状腺组织或细胞相比,PTC中SERPINA1的表达水平升高。在癌细胞中,SERPINA1可能与补体系统和补体调节功能相关。在低分化甲状腺细胞中,SERPINA1可能主要作为蛋白酶抑制剂发挥作用,并且与FN1密切相关。在中分化甲状腺细胞中,SERPINA1与载脂蛋白相关。在未极化巨噬细胞中,SERPINA1的功能可能是作为丝氨酸蛋白酶抑制剂,参与细胞外基质的重塑。在HT环境中的巨噬细胞中,SERPINA1表达的升高可能作为一种保护机制来限制炎症。在与HT共存的肿瘤微环境中,肿瘤细胞外的SERPINA1可能通过脂质代谢途径进入肿瘤细胞。SERPINA1在PTC进展中的潜在作用是复杂的,本研究的结果需要进一步验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/067c/11923347/9036664ad63d/12672_2025_2079_Fig1_HTML.jpg

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