Suppr超能文献

整合分析鉴定 TfR1 为一种预后生物标志物,与乳腺癌中的免疫浸润相关。

Integrated analysis identifies TfR1 as a prognostic biomarker which correlates with immune infiltration in breast cancer.

机构信息

Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology of Hebei Province, Key Laboratory of Molecular and Cellular Biology of Ministry of Education, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, China.

出版信息

Aging (Albany NY). 2021 Sep 13;13(17):21671-21699. doi: 10.18632/aging.203512.

Abstract

Breast cancer (BC) is the most common malignancy with high morbidity and mortality in females worldwide. Emerging evidence indicates that transferrin receptor 1 (TfR1) plays vital roles in regulating cellular iron import. However, the distinct role of TfR1 in BC remains elusive. TfR1 expression was investigated using the TCGA, GEO, TIMER, UALCAN and Oncomine databases. The prognostic potential of TfR1 was evaluated by Kaplan-Meier (KM) plotter and univariate and multivariate Cox regression analyses. Moreover, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) and gene set enrichment analysis (GSEA) were used to explore the molecular mechanism of TfR1. The potential link between TfR1 expression and infiltrating abundances of immune cells was examined through the TIMER and CIBERSORT algorithm. The expression of TfR1 was dramatically upregulated in BC tissues. Increased TfR1 expression and decreased methylation levels of TfR1 were strongly correlated with multiple clinicopathological parameters. Elevated TfR1 expression was associated with a poor survival rate in BC patients. The nomogram model further confirmed that TfR1 could act as an independent prognostic biomarker in BC. The results of GO, KEGG and GSEA revealed that TfR1 was closely correlated with multiple signaling pathways and immune responses. Additionally, TfR1 was positively associated with the infiltration abundances of six major immune cells, including CD4+ T cells, CD8+ T cells, B cells, neutrophils, macrophages, and dendritic cells in BC. Interestingly, TfR1 influenced prognosis partially through immune infiltration. These comprehensive bioinformatics analyses suggest that TfR1 is a new independent prognostic biomarker and a potential target for immunotherapy in BC.

摘要

乳腺癌(BC)是全球女性中发病率和死亡率较高的最常见恶性肿瘤。新出现的证据表明,转铁蛋白受体 1(TfR1)在调节细胞铁摄取中发挥重要作用。然而,TfR1 在 BC 中的独特作用仍难以捉摸。使用 TCGA、GEO、TIMER、UALCAN 和 Oncomine 数据库研究 TfR1 的表达。通过 Kaplan-Meier(KM)绘图仪和单变量和多变量 Cox 回归分析评估 TfR1 的预后潜力。此外,还使用基因本体论(GO)、京都基因与基因组百科全书(KEGG)和基因集富集分析(GSEA)来探讨 TfR1 的分子机制。通过 TIMER 和 CIBERSORT 算法检查 TfR1 表达与浸润免疫细胞丰度之间的潜在联系。TfR1 在 BC 组织中表达明显上调。TfR1 表达增加和 TfR1 甲基化水平降低与多种临床病理参数强烈相关。TfR1 高表达与 BC 患者生存率降低相关。列线图模型进一步证实,TfR1 可以作为 BC 的独立预后生物标志物。GO、KEGG 和 GSEA 的结果表明,TfR1 与多种信号通路和免疫反应密切相关。此外,TfR1 与 BC 中六种主要免疫细胞(包括 CD4+T 细胞、CD8+T 细胞、B 细胞、中性粒细胞、巨噬细胞和树突状细胞)的浸润丰度呈正相关。有趣的是,TfR1 通过免疫浸润部分影响预后。这些综合的生物信息学分析表明,TfR1 是 BC 中的一个新的独立预后生物标志物和潜在的免疫治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93c7/8457555/3210808df11b/aging-13-203512-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验