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通过生物信息学分析和实验验证确立 BRCA1 在乳腺浸润性癌诊断、预后和免疫浸润中的作用

英文原题:Establishing the role of BRCA1 in the diagnosis, prognosis and immune infiltrates of breast invasive cancer by bioinformatics analysis and experimental validation.

查看英文原题

Establishing the role of BRCA1 in the diagnosis, prognosis and immune infiltrates of breast invasive cancer by bioinformatics analysis and experimental validation.

PubMed 2024/01/13(内容时间) Aging (Albany NY)

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研究概要

我们的研究首次提供证据表明,BRCA1 的存在可作为诊断 BRCA 及判断其预后的可靠标志物。此外,BRCA1 是癌症潜在浸润和侵袭免疫系统的关键指标,这对开发 BRCA 的靶向治疗具有重要意义。

研究思路结论见上方概要

乳腺癌易感基因1(BRCA1)是一个众所周知的基因,在抑制肿瘤生长中起着至关重要的作用。以往的研究主要集中在BRCA1的基因突变及其与遗传性乳腺浸润性癌(BRCA)的关联上。然而,关于BRCA1与BRCA中免疫浸润及预后之间关系的研究却很少。

我们从癌症基因组图谱(TCGA)数据库中获取了BRCA患者的表达谱和临床信息。通过Wilcoxon秩和检验比较了BRCA组织和正常乳腺组织之间BRCA1基因的水平。此外,我们采用WB和RT-qPCR技术检测BRCA1的表达。我们进行了功能富集分析。此外,我们使用单样本基因集富集分析评估了免疫细胞浸润。使用UALCAN和MethSurv数据库分析了BRCA1基因的甲基化状态。采用Cox回归分析和(KM)Kaplan-Meier方法确定BRCA1的预后价值。为了提供一个预测不同时间点总生存率的实用工具,我们还构建了一个列线图。

我们的分析显示,与正常组织相比,BRCA组织中BRCA1的表达显著更高。此外,发现BRCA1水平升高与特定的BRCA亚型相关,包括T2、II期、ER阳性等。重要的是,BRCA1的过表达被证明是BRCA患者总生存率的负面预后标志物。此外,BRCA1基因的低甲基化状态与较差预后相关。进一步,我们的结果表明,高水平的BRCA1与肿瘤微环境中杀伤性免疫细胞水平降低相关,如自然杀伤(NK)细胞、巨噬细胞、CD8+ T细胞和浆细胞样树突状细胞(pDCs)。

展开英文摘要原文

Breast cancer susceptibility gene 1 (BRCA1) is a well-known gene that acts a vital role in suppressing the growth of tumors. Previous studies have primarily focused on the genetic mutations of BRCA1 and its association with hereditary breast invasive carcinoma (BRCA). However, little research has been done to investigate the relationship between BRCA1 and immune infiltrates and prognosis in BRCA.

We obtained the expression profiles and clinical information of patients with BRCA from the Cancer Genome Atlas (TCGA) database. The levels of the BRCA1 gene between BRCA tissues and normal breast tissues were compared through the Wilcoxon rank-sum test. Additionally, we performed WB and RT-qPCR techniques to detect the expression of BRCA1. We conducted functional enrichment analyses. Furthermore, we assessed immune cell infiltration using a single-sample gene set enrichment analysis. The methylation status of the BRCA1 gene was analyzed using the UALCAN and MethSurv databases. The Cox regression analysis and (KM) Kaplan-Meier method were employed to determine the prognostic value of BRCA1. In order to provide a practical tool for predicting the overall survival rates at different time points, we also constructed a nomogram.

Our analysis revealed that the expression of BRCA1 was significantly higher in BRCA tissues compared to normal tissues. Furthermore, this increased level of BRCA1 was found to be associated with specific BRCA subtypes, including T2, stage II, ER positive, ect. Importantly, the overexpression of BRCA1 was shown to be a negative prognostic marker for the overall survival rates of BRCA patients. Moreover, low methylation status of the BRCA1 gene was related to a poorer prognosis. Furthermore, our results indicated that high levels of BRCA1 are related to a decrease in level of killer immune cells, such as natural killer (NK) cells, macrophages, CD8 + T cells, and plasma-like dendritic cells (pDCs) within the tumor microenvironment.

Our study is the first to provide evidence indicating that the presence of BRCA1 can serve as a reliable marker for both diagnosing and determining the prognosis of BRCA. Moreover, BRCA1 acts as a crucial indicator of the cancer's potential to infiltrate and invade the immune system, which has important implications for developing targeted therapies in BRCA.

论文信息

作者
Li L、Li S、Zhang X、Mei L、Fu X、Dai M、Wei N
第一作者单位
Department of Pathology, Kunming Medical University, Kunming 650500, Yunnan, China.China
通讯作者单位
Department of Breast Surgery, Guizhou Provincial People’s Hospital, Guiyang 550002, Guizhou, China.China
文献类型
非美国政府资助研究
期刊
Aging2024 Jan 13
原文标识
PubMed 38224491 · DOI 10.18632/aging.205366