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细胞死亡相关基因作为乳腺癌新型诊断生物标志物的综合评估

Comprehensive evaluation of cell death-related genes as novel diagnostic biomarkers for breast cancer.

作者信息

Shi Xiaoyue, Ding Hao, Tao Jing, Zhu Yanhui, Zhang Xiaoqiang, He Gao, Yang Junzhe, Wu Xian, Liu Xiaoan, Yu Xiafei

机构信息

Department of Breast Surgery, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, Jiangsu, 210029, People's Republic of China.

Department of Breast Surgery, Baoying Maternal and Child Health Hospital, 120 Anyi East Road, Yangzhou, Jiangsu 225800, People's Republic of China.

出版信息

Heliyon. 2023 Oct 28;9(11):e21341. doi: 10.1016/j.heliyon.2023.e21341. eCollection 2023 Nov.

Abstract

BACKGROUND

Breast cancer (BRCA) ranks first among cancers in terms of incidence and mortality rates in women, primarily owing to metastasis, chemo-resistance, and heterogeneity. To predict long-term prognosis and design novel therapies for BRCA, more sensitive markers need to be explored.

METHODS

Data from 1089 BRCA patients were downloaded from TCGA database. Pearson's correlation analysis and univariate and multivariate Cox regression analyses were performed to assess the role of cell death-related genes (CDGs) in predicting BRCA prognosis. Kaplan-Meier survival curves were generated to compare the overall survival in the two subgroups. A nomogram was constructed using risk scores based on the five CDGs and other clinicopathological features. CCK-8, EdU incorporation, and colony formation assays were performed to verify the inhibitory effect of NFKBIA on BRCA cell proliferation. Transwell assay, flow cytometry, and immunohistochemistry analyses were performed to ascertain the biological function of NFKBIA.

RESULTS

Five differentially expressed CDGs were detected among 156 CDGs. The risk score for each patient was then calculated based on the expression levels of the five CDGs. Distinct differences in immune infiltration, expression of immune-oncological targets, mutation status, and half-maximal inhibitory concentration values of some targeted drugs were observed between the high- and low-risk groups. Finally, in vitro cell experiments verified that NFKBIA overexpression suppresses the proliferation and migration of BRCA cells.

CONCLUSIONS

Our study revealed that some CDGs, especially NFKBIA, could serve as sensitive markers for predicting the prognosis of patients with BRCA and designing more personalized clinical therapies.

摘要

背景

乳腺癌(BRCA)在女性癌症的发病率和死亡率方面位居首位,主要原因是转移、化疗耐药性和异质性。为了预测BRCA的长期预后并设计新的治疗方法,需要探索更敏感的标志物。

方法

从TCGA数据库下载1089例BRCA患者的数据。进行Pearson相关性分析以及单因素和多因素Cox回归分析,以评估细胞死亡相关基因(CDGs)在预测BRCA预后中的作用。绘制Kaplan-Meier生存曲线以比较两个亚组的总生存期。使用基于五个CDGs的风险评分和其他临床病理特征构建列线图。进行CCK-8、EdU掺入和集落形成试验以验证NFKBIA对BRCA细胞增殖的抑制作用。进行Transwell试验、流式细胞术和免疫组织化学分析以确定NFKBIA的生物学功能。

结果

在156个CDGs中检测到五个差异表达的CDGs。然后根据五个CDGs的表达水平计算每个患者的风险评分。在高风险组和低风险组之间观察到免疫浸润、免疫肿瘤靶点表达、突变状态以及某些靶向药物的半数最大抑制浓度值存在明显差异。最后,体外细胞实验证实NFKBIA过表达抑制BRCA细胞的增殖和迁移。

结论

我们的研究表明,一些CDGs,尤其是NFKBIA,可以作为预测BRCA患者预后和设计更个性化临床治疗的敏感标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da62/10643282/2c40cfaa411d/gr1.jpg

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