Jul 2026· European Journal of Medical Research· Vol 31· 0 citations· 67 references
TL;DR
It is demonstrated that BUB3 plays a critical role in tumor progression and immune regulation and possesses substantial diagnostic and prognostic value, highlighting its potential as both a biomarker for patient stratification and a promising therapeutic target across multiple cancer types.
Abstract
BUB3 is a core component of the spindle assembly checkpoint (SAC) that is indispensable for faithful chromosome segregation and mitotic progression. Although aberrant BUB3 expression has been reported in several malignancies, its comprehensive role in tumorigenesis, immune regulation, and therapeutic response across cancers remains poorly understood. This study aimed to systematically characterize the expression landscape, clinical significance, biological functions, and therapeutic relevance of BUB3 in a pan-cancer context. A comprehensive pan-cancer analysis integrating multiple public databases and bioinformatics platforms was performed to evaluate the expression pattern, diagnostic performance, prognostic value, genomic alterations, functional pathways immune infiltration characteristics, and drug sensitivity associated with BUB3. In addition, BUB3 expression in hepatocellular carcinoma (LIHC) was validated using RT-qPCR and Western blotting, and its biological functions were further investigated through in vitro experiments. BUB3 was significantly upregulated in most cancer types and exhibited strong diagnostic performance in several malignancies. Elevated BUB3 expression was associated with unfavorable clinical outcomes, especially in head and neck squamous cell carcinoma (HNSC), LIHC, and lung adenocarcinoma (LUAD). Genetic alterations in BUB3, predominantly mutations, were frequently observed in uterine corpus endometrial carcinoma (UCEC). Copy number variation (CNV) and tumor mutation burden (TMB) positively correlated with BUB3 expression in LUAD. Functional enrichment analyses suggested that BUB3-related genes are primarily involved in cell cycle regulation, proliferation, migration, and invasion pathways. Moreover, BUB3 expression was closely associated with immune cell infiltration patterns, while single-cell analyses demonstrated predominant BUB3 expression in immune populations, particularly T cells, indicating a potential role in remodeling the TIME. Importantly, elevated BUB3 expression was associated with reduced responsiveness to immunotherapy and decreased chemosensitivity, suggesting unfavorable therapeutic outcomes in patients with high BUB3 expression. Experimental validation further demonstrated increased BUB3 expression in LIHC tissues and cell lines. Functional assays revealed that BUB3 knockdown significantly inhibited colony formation, proliferation, migration, and invasion in HepG2 and Hep3B cells, supporting its oncogenic role in LIHC progression. Our findings demonstrate that BUB3 plays a critical role in tumor progression and immune regulation and possesses substantial diagnostic and prognostic value, highlighting its potential as both a biomarker for patient stratification and a promising therapeutic target across multiple cancer types.
BUB1 was significantly upregulated in UCEC tumors compared with normal endometrium, associated with advanced disease stage and reduced overall survival, confirming its role as an unfavorable prognostic biomarker and therapeutic target in UCEC.
Wajahat Ali, M. A. Al Mamun, Yi-Cheng He et al.· Future Journal of Pharmaceut...· 0 citations
Introduction: This study investigates the function of MAD2L1 through comprehensive bioinformatics analysis of pan-cancer data and molecular functional validation experiments, with a particular focus on colorectal cancer. Methods: We analyzed MAD2L1 expression, prognosis, genetic and epigenetic alterations, immune infiltration, and copper apoptosis-related genes across multiple cancers. A lncRNA–miRNA–MAD2L1 regulatory network was constructed for CRC. Drug sensitivity related to MAD2L1 was assessed via GSCALite. Functional assays included GO/KEGG enrichment, RT-PCR, Western blot, CCK-8, cell cycle, and apoptosis analysis. Results: A comprehensive pan-cancer analysis revealed that MAD2L1 has diagnostic and prognostic value. Its expression correlated with methylation, immune cell infiltration, and immune checkpoint genes. In CRC, a lncRNA–miRNA–MAD2L1 network appears to regulate tumor progression. Enrichment analysis linked MAD2L1 to DNA replication and chromosome segregation. Functional experiments showed that MAD2L1 promotes proliferation and inhibits apoptosis, likely via cell cycle regulation. Conclusion: MAD2L1 is a potential biomarker for diagnosis, prognosis, immune response, and drug sensitivity in pan-cancer, including CRC. It facilitates tumor progression through a lncRNA-miRNA–miRNA network and regulates proliferation and apoptosis via DNA replication and cell cycle pathways.
Hepatocellular carcinoma (HCC) carries high global morbidity and mortality, with dismal prognosis due to hidden onset, limited advanced therapies and prevalent drug resistance. SOX4, a conserved transcription factor, maintains hepatic homeostasis physiologically but undergoes abnormal overexpression in HCC via transcriptional, epigenetic and ceRNA modulation. It acts as a pivotal oncogenic driver, facilitating tumor metastasis, metabolic reprogramming, stem cell retention, immune evasion and treatment resistance. Clinically, SOX4 upregulation is tightly associated with advanced tumor stage and unfavorable survival, representing a promising tissue-based candidate biomarker for HCC diagnosis and prognosis. However, its clinical translation is hindered by cohort heterogeneity, insufficient prospective validation, unclear post-translational modification mechanisms, and the inherent undruggability of transcription factors. This review systematically summarizes the regulatory mechanisms, core oncogenic functions and clinical implications of SOX4 in HCC, discusses current research bottlenecks, and provides future perspectives, aiming to support the development of novel diagnostic biomarkers and targeted therapeutic strategies for HCC.
Feng Cheng, Ming-Jia Wang, Yi-Zhuo Hou et al.· Biochimica et biophysica act...· 0 citations
DBF4B holds promise as both a prognostic biomarker and a novel therapeutic target for HCC after functional experiments demonstrated that silencing DBF4B markedly suppressed the proliferative and migratory capabilities of HCC cells.
Bing Dong, Pengju Xi, Guang-Xin Yang et al.· Molecular Biology Reports· 0 citations
OBJECTIVE
This study aimed to clarify the pan-cancer expression pattern, upstream regulatory mechanisms, prognostic relevance, and immune associations of CDC20B.
METHOD
Using public databases (GTEx, GEO, and TCGA), we examined CDC20B expression and its associations with prognosis and tumor immunity across multiple cancers. Immunohistochemistry (IHC) on an independent clinical cohort was performed to validate CDC20B upregulation in tumor tissues. Promoter methylation, genetic alterations, and immune infiltration were analyzed using bioinformatics tools (cBioPortal, UALCAN, TIMER2.0, ESTIMATE). Functional enrichment was assessed by GSEA and single-cell state analysis (CancerSEA).
RESULTS
CDC20B was markedly upregulated in most tumor types (p < 0.001), with strong diagnostic efficiency (AUC > 0.7 in 15 cancers) and potential regulation by promoter hypomethylation. IHC confirmed its overexpression in clinical tumor tissues. However, the prognostic impact of CDC20B was cancer-type-specific: high expression correlated with poor overall survival in UCS, LGG, KIRC, and OV, but with favorable survival in BRCA, LUAD, and PAAD. CDC20B expression was associated with immune infiltration patterns, showing negative correlations with ImmuneScore in most cancers but positive correlations with CD8+ T cells in PAAD. Functional analyses indicated involvement in EMT, KRAS/NF-κB signaling, and DNA damage response pathways.
DISCUSSION
The dual prognostic role of CDC20B suggests context-dependent functions, likely influenced by tumor microenvironment composition and underlying oncogenic programs. Promoter hypomethylation emerges as a potential epigenetic driver of overexpression. The associations with immune modulation and genomic instability suggest that CDC20B is a candidate biomarker, though causal relationships require experimental validation.
CONCLUSION
CDC20B may contribute to tumor progression in a context-dependent manner, with its prognostic impact varying across cancer types. Its role in tumor immunity and oncogenic pathways warrants further investigation, particularly in stratified patient populations.
Hong-Rong Wu, Liang-Li Hong· Current Medicinal Chemistry· 0 citations
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