来自癌症基因组数据库的CSF2RB的计算机分析揭示了其在不同乳腺癌亚型中的异质作用。

IF 3.9 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-08-05 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1606828
Raghad Alshelaiel, Abdulmohsen Alkushi, Lolwah Abdullah Alriyees, Abir Abdullah Alamro, Humidah Alanazi, Areej Alhareeri, Bader AlMuzzaini, Mamoon Rashid
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引用次数: 0

摘要

目的:CSF2RB是细胞因子、粒细胞-巨噬细胞集落刺激因子(GM-CSF)、白细胞介素3 (IL-3)、白细胞介素5 (IL-5)异二聚体受体的共同β链。这些细胞表面受体的激活通过多种信号通路,如JAK2/STAT5、MAPK和pi3激酶/AKT,导致包括细胞增殖、分化、存活和成熟在内的功能反应。此外,CSF2RB在多种肿瘤,尤其是白血病中异常表达。CSF2RB在乳腺癌中的意义尚不清楚,也没有广泛的研究。方法:我们分析了不同肿瘤类型的CSF2RB基因变化、mRNA表达、DNA甲基化、预后和免疫浸润水平,重点是乳腺癌和血液系统恶性肿瘤。本研究使用的数据来自公开的癌症基因组数据库,如TCGA、cbiopportal、TIMER2.0、GEPIA和UALCAN。结果:我们的计算机分析显示,与匹配的正常样本相比,CSF2RB在急性髓性白血病(AML)中过表达,在乳腺浸润性癌(BRCA)中表达降低。与正常样本相比,BRCA样本中CSF2RB启动子甲基化升高。我们的分析进一步表明,CSF2RB基因在BRCA中具有良好的预后作用,尽管这在所有研究的数据库中并不具有统计学意义。我们发现BRCA及其亚型表现出高CD8+ t细胞浸润水平,这与CSF2RB基因表达水平呈正相关。野生型CSF2RB在乳腺癌中的表达高于突变型CSF2RB。CSF2RB表达(和/或突变)对总体生存概率无显著影响。与正常样本相比,CSF2RB在luminal和her2阳性样本中表达下调,但在三阴性乳腺癌(TNBC)中表达上调。结论:研究结果提示CSF2RB基因在不同亚型乳腺癌中具有不同的作用。为了明确CSF2RB在乳腺癌中的作用,需要进一步的功能研究,重点是不同乳腺癌亚型的差异基因表达、甲基化及其预后影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
In silico analysis of CSF2RB from cancer genomic databases reveals a heterogeneous role in different breast cancer subtypes.

Objective: CSF2RB is the common beta chain of the heterodimeric receptors for the cytokines, granulocyte-macrophage colony-stimulating factor (GM-CSF), interleukin 3 (IL-3), and interleukin 5 (IL-5). The activation of these cell surface receptors results in functional responses including cellular proliferation, differentiation, survival, and maturation via multiple signaling pathways such as JAK2/STAT5, MAPK, and PI3-kinase/AKT. Moreover, CSF2RB is abnormally expressed in a variety of tumors, especially in leukemia. The implications of CSF2RB in breast cancer remain unclear and have not been widely studied.

Methods: We analyzed CSF2RB genetic changes, mRNA expression, DNA methylation, prognosis, and immune infiltration levels across different tumor types, with a focus on breast and hematological malignancies. The data used in this study were obtained from publicly available cancer genomics databases, such as TCGA, cBioPortal, TIMER2.0, GEPIA, and UALCAN.

Results: Our in silico analyses showed overexpression of CSF2RB in acute myeloid leukemia (AML) and decreased expression in breast invasive carcinoma (BRCA) compared to matched normal samples. Promoter methylation of CSF2RB was elevated in BRCA samples compared to normal samples. Our analysis further demonstrates that the CSF2RB gene has a favorable prognostic effect in BRCA, although this was not statistically significant across all databases studied. We found that BRCA and its subtypes exhibit high CD8+ T-cell infiltration levels that are positively correlated with the CSF2RB gene expression level. Wild-type CSF2RB shows higher expression than the mutated CSF2RB in breast cancer. CSF2RB expression (and/or mutation) has no significant effect on the overall survival probability. CSF2RB expression is downregulated in luminal and HER2-positive samples but upregulated in triple-negative breast cancer (TNBC), compared to that in normal samples.

Conclusion: The results suggest a diverse role for the CSF2RB gene across different subtypes of breast cancer. To attribute a clear role to CSF2RB in breast cancer, further functional studies focusing on differential gene expression, methylation, and their prognostic effect in each breast cancer subtype are required.

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