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

IF 3.9 3区 医学 Q2 CELL BIOLOGY Aging-Us Pub Date : 2021-09-13 DOI:10.18632/aging.203512
Fei Chen, Yumei Fan, Jiajie Hou, Bing Liu, Bo Zhang, Yanan Shang, Yanzhong Chang, Pengxiu Cao, Ke Tan
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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.

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综合分析发现 TfR1 是一种预后生物标志物,与乳腺癌的免疫浸润相关。
乳腺癌(BC)是全球女性最常见的恶性肿瘤,发病率和死亡率都很高。新的证据表明,转铁蛋白受体 1(TfR1)在调节细胞铁的输入方面发挥着重要作用。然而,TfR1在碱性细胞癌中的独特作用仍然难以捉摸。我们利用 TCGA、GEO、TIMER、UALCAN 和 Oncomine 数据库对 TfR1 的表达进行了研究。通过 Kaplan-Meier (KM) plotter 以及单变量和多变量 Cox 回归分析评估了 TfR1 的预后潜力。此外,研究人员还利用基因本体(GO)、京都基因组百科全书(KEGG)和基因组富集分析(GSEA)来探讨TfR1的分子机制。通过 TIMER 和 CIBERSORT 算法研究了 TfR1 表达与免疫细胞浸润丰度之间的潜在联系。TfR1在BC组织中的表达显著上调。TfR1表达的增加和甲基化水平的降低与多种临床病理参数密切相关。TfR1表达的升高与BC患者的不良生存率有关。提名图模型进一步证实了TfR1可作为BC的独立预后生物标志物。GO、KEGG和GSEA结果显示,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的浸润丰度呈正相关,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。有趣的是,TfR1部分通过免疫浸润影响预后。这些全面的生物信息学分析表明,TfR1是一个新的独立预后生物标志物,也是BC免疫疗法的潜在靶点。
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
Aging-Us
Aging-Us CELL BIOLOGY-
CiteScore
10.00
自引率
0.00%
发文量
595
审稿时长
6-12 weeks
期刊介绍: Information not localized
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