RAC2 as a Tumor-Suppressive Biomarker Associated with T Cell Infiltration in Breast Cancer.

IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL
Yiping Xu, Yurong Cai, Youyuan Deng, Ye He, Juan Wu, Shunqiu Chang, Xuebo Yan, Jianguo Wang
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Abstract

Background: RAC2 is critical in regulating the homeostasis of hematopoietic stem cells. Nonetheless, its role in breast cancer (BC) remains unclear, necessitating further investigation. Methods: The expression of RAC2 in the BC and healthy tissues was acquired from The Cancer Genome Atlas. Its validity was further assessed using datasets from the gene expression omnibus database. The Tumor Immune Single-cell Hub database was used to collect and analyze the single-cell RNA sequencing datasets of BC. The diagnostic relevance of RAC2 was evaluated using receiver operating characteristic curves. Further assessment was carried out via enrichment analyses; Gene Set Analysis, immune scoring, single-cell sequencing, and immunohistochemical analysis were conducted to confirm the relationship between RAC2 expression and immune infiltration. Results: RAC2 expression was notably heightened in BC (p < 0.001). It was observed that a better prognosis was linked to heightened expression of RAC2 (p < 0.01), with the diagnostic efficacy of the marker noted to be good (area under the curve = 0.858). We found a lower percentage of protumor immune cells and a greater proportion of antitumor immune cells in the high RAC2. Our analysis revealed alterations in gene expression and an enriched network of immune pathways influenced by RAC2. Notably, cytotoxic genes, chemokines, chemokine receptors, immunostimulators, and immunosuppressive molecules positively correlated with RAC2 expression. RAC2 expression reliably predicted how patients would respond to two different therapeutic approaches in BC. Conclusions: The RAC2 was found to be a key biomarker in BC in the current study, demonstrating considerable potential as a prognostic and diagnostic marker. These results highlight the RAC2 potential to improve precision medicine strategies and treatment outcomes for patients with BC.

RAC2是与乳腺癌中T细胞浸润相关的肿瘤抑制性生物标记物
背景:RAC2是调节造血干细胞平衡的关键。然而,它在乳腺癌(BC)中的作用仍不明确,需要进一步研究。研究方法从癌症基因组图谱(The Cancer Genome Atlas)中获取了RAC2在乳腺癌和健康组织中的表达。利用基因表达综合数据库中的数据集进一步评估了其有效性。肿瘤免疫单细胞枢纽数据库用于收集和分析 BC 的单细胞 RNA 测序数据集。利用接收者操作特征曲线评估了RAC2的诊断相关性。通过富集分析进行进一步评估;进行基因组分析、免疫评分、单细胞测序和免疫组化分析,以确认RAC2表达与免疫浸润之间的关系。结果RAC2 在 BC 中的表达明显升高(p < 0.001)。据观察,较好的预后与 RAC2 的高表达有关(p < 0.01),该标记物的诊断效果良好(曲线下面积 = 0.858)。我们发现,RAC2 高表达者的原肿瘤免疫细胞比例较低,而抗肿瘤免疫细胞比例较高。我们的分析揭示了基因表达的改变和受 RAC2 影响的免疫通路网络的丰富性。值得注意的是,细胞毒性基因、趋化因子、趋化因子受体、免疫刺激因子和免疫抑制分子与RAC2的表达呈正相关。RAC2的表达能可靠地预测患者对两种不同的治疗方法的反应。结论:本研究发现 RAC2 是 BC 的一个关键生物标志物,显示出其作为预后和诊断标志物的巨大潜力。这些结果凸显了RAC2在改善BC患者的精准医疗策略和治疗效果方面的潜力。
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来源期刊
CiteScore
7.80
自引率
2.90%
发文量
87
审稿时长
3 months
期刊介绍: Cancer Biotherapy and Radiopharmaceuticals is the established peer-reviewed journal, with over 25 years of cutting-edge content on innovative therapeutic investigations to ultimately improve cancer management. It is the only journal with the specific focus of cancer biotherapy and is inclusive of monoclonal antibodies, cytokine therapy, cancer gene therapy, cell-based therapies, and other forms of immunotherapies. The Journal includes extensive reporting on advancements in radioimmunotherapy, and the use of radiopharmaceuticals and radiolabeled peptides for the development of new cancer treatments.
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