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

<b><i>Background:</i></b> RAC2 is critical in regulating the homeostasis of hematopoietic stem cells. Nonetheless, its role in breast cancer (BC) remains unclear, necessitating further investigation. <b><i>Methods:</i></b> The expression of RAC2 in 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. <b><i>Results:</i></b> RAC2 expression was notably heightened in BC (<i>p</i> < 0.001). It was observed that a better prognosis was linked to heightened expression of RAC2 (<i>p</i> < 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. <b><i>Conclusions:</i></b> 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.

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Journal
Cancer Biotherapy and Radiopharmaceuticals
Published
2024-10-31
DOI
https://doi.org/10.1089/cbr.2024.0142
Citations
2
Primary Topic
Cancer Immunotherapy and Biomarkers
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article
Field-Weighted Citation Impact
0.57
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article

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

Juan Wu, Jianguo Wang, Youyuan Deng, Yurong Cai et al.
2 citations
Cancer Biotherapy and Radiopharmaceuticals
Cancer Immunotherapy and Biomarkers
0.57
article

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

Juan Wu, Jianguo Wang, Youyuan Deng, Yurong Cai, Xuebo Yan, Yiping Xu, Ye He, Sung Pil Chang
article en
2 citations

Abstract

<b><i>Background:</i></b> RAC2 is critical in regulating the homeostasis of hematopoietic stem cells. Nonetheless, its role in breast cancer (BC) remains unclear, necessitating further investigation. <b><i>Methods:</i></b> The expression of RAC2 in 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. <b><i>Results:</i></b> RAC2 expression was notably heightened in BC (<i>p</i> < 0.001). It was observed that a better prognosis was linked to heightened expression of RAC2 (<i>p</i> < 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. <b><i>Conclusions:</i></b> 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.

Cancer Biotherapy and RadiopharmaceuticalsVol. 40(1)
Xiangyang Central Hospital (CN), The Central Hospital of Shaoyang (CN)
Good health and well-being
Openalex Percentile: Top 27%
Cancer Immunotherapy and Biomarkers
0.57
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