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特定的 BCG 相关基因表达水平与黑色素瘤中的免疫细胞浸润及预后相关

英文原题:Specific BCG-related gene expression levels correlate with immune cell infiltration and prognosis in melanoma.

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Specific BCG-related gene expression levels correlate with immune cell infiltration and prognosis in melanoma.

PubMed 2024/12/31(内容时间) J Leukoc Biol Q2 · IF 3.4(JCR 2025)

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中文摘要

黑色素瘤由恶性黑色素细胞引起,以其侵袭性和不良预后而闻名。由于其异质性和耐药性,治疗往往无效。卡介苗(BCG)主要是一种结核病疫苗,通过激活免疫反应在治疗黑色素瘤方面显示出潜力。

在本研究中,利用癌症基因组图谱和国家生物技术信息中心基因表达综合数据库的数据,确定了关键DEGs,如DSC2、CXCR1、BOK和CSTB,这些基因在BCG处理的血液样本中显著上调,并与黑色素瘤的预后密切相关。

我们采用edgeR和ggplot2等工具进行功能和通路分析,并使用LASSO Cox回归分析开发预后模型以预测患者生存。一个显著发现是BCG相关基因与黑色素瘤中免疫细胞浸润之间的相关性,突显了这些基因作为生物标志物和治疗靶点的潜力。

此外,该研究还检查了这些基因的遗传改变及其对疾病的影响。本研究强调了进一步探索BCG相关基因以深入了解黑色素瘤发病机制和治疗增强的必要性,表明BCG在免疫激活中的作用可能为癌症治疗提供新的治疗途径。

展开英文摘要原文

Melanoma, caused by malignant melanocytes, is known for its invasiveness and poor prognosis. Therapies are often ineffective due to their heterogeneity and resistance. Bacillus Calmette-Guérin (BCG), primarily a tuberculosis vaccine, shows potential in treating melanoma by activating immune responses.

In this study, data from The Cancer Genome Atlas and the National Center for Biotechnology Information Gene Expression Omnibus database were utilized to determine pivotal DEGs such as DSC2, CXCR1, BOK, and CSTB, which are significantly upregulated in BCG-treated blood samples and are strongly associated with the prognosis of melanoma.

We employ tools like edgeR and ggplot2 for functional and pathway analysis and develop a prognostic model using LASSO Cox regression analysis to predict patient survival. A notable finding is the correlation between BCG-related genes and immune cell infiltration in melanoma, highlighting the potential of these genes as both biomarkers and therapeutic targets.

Additionally, the study examines genetic alterations in these genes and their impact on the disease.

This study highlights the necessity of further exploring BCG-related genes for insights into melanoma pathogenesis and treatment enhancement, suggesting that BCG's role in immune activation could offer novel therapeutic avenues in cancer treatment.

论文信息

作者
Ren H、He J、Dong J、Jiang G、Hao J、Han L
第一作者单位
Department of Breast Surgery, Harbin Medical University Cancer Hospital, 150 Haping Rd, Harbin, 150081, Heilongjiang, China.China
通讯作者单位
School of Health, Guangdong Pharmaceutical University, 280 Daxuecheng Outer Ring East Rd, Guangzhou, 510006, Guangdong, China.China
文献类型
非美国政府资助研究
期刊
Journal of leukocyte biology2024 Dec 31
原文标识
PubMed 38478636 · DOI 10.1093/jleuko/qiae064