An integrated analysis reveals DEFB1, SPINK6 and tumor-suppressive Anaerococcus as prognostic determinants in oral squamous cell carcinoma

IF 2.5 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Yiyun Pan , Kang Liu , Xiaomei Liu , Xiaoming Nie , Keqing Luo , Fuchao Liu , Dechang Xu , Keqiang Tian , Wen Zeng
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引用次数: 0

Abstract

Background

Oral squamous cell carcinoma (OSCC) is a highly aggressive malignant tumor for which reliable prognostic biomarkers are currently lacking. Growing evidence suggests that the tumor-associated microbiota plays an important role in cancer progression and patient prognosis. However, the prognostic significance of intratumoral microbes in OSCC and their interactions with host genes remain poorly understood.

Methods

This study integrated microbiome and transcriptome data from The Cancer Genome Atlas (TCGA) and employed Cox and LASSO regression to identify survival-associated microbes (SAMs). Microbial–immune interactions were explored through clustering and immune infiltration analyses. Key prognosis-associated microbial genes (PAMGs) were further screened by combining differential gene expression analysis, protein–protein interaction (PPI) network construction, and survival analysis. Functional enrichment analysis was subsequently performed. Experimental validation was conducted using a co-culture system of WSU-HN30 cells and Anaerococcus supernatant.

Results

A total of 63 SAMs were identified, among which Anaerococcus and Peptoniphilus exhibited a significant synergistic relationship. DEFB1 (low expression) and SPINK6 (high expression) were identified as key PAMGs. ROC analysis yielded AUC values of 0.89, 0.85, and 0.82 at 1, 3, and 5 years, respectively, indicating good prognostic predictive ability. Functional analyses indicated that these genes are primarily involved in the cell cycle, epithelial–mesenchymal transition (EMT), and E2F/G2M signaling pathways. In in vitro experiments, Anaerococcus was found to inhibit the proliferation, migration, and invasion of WSU-HN30 cells, accompanied by the upregulation of DEFB1 and down-regulation of SPINK6.

Conclusion

This study uncovers novel microbe–gene interactions in OSCC and identifies DEFB1 and SPINK6 as potential prognostic biomarkers. The results suggest that Anaerococcus may exert a protective role by regulating host gene expression, providing new insights for prognostic stratification and potential therapeutic interventions in OSCC.
一项综合分析显示DEFB1、SPINK6和肿瘤抑制性厌氧球菌是口腔鳞状细胞癌的预后决定因素
背景:口腔鳞状细胞癌是一种高度侵袭性的恶性肿瘤,目前缺乏可靠的预后生物标志物。越来越多的证据表明,肿瘤相关微生物群在癌症进展和患者预后中起着重要作用。然而,肿瘤内微生物在OSCC中的预后意义及其与宿主基因的相互作用仍然知之甚少。方法本研究整合了癌症基因组图谱(TCGA)的微生物组和转录组数据,采用Cox和LASSO回归鉴定存活相关微生物(sam)。通过聚类分析和免疫浸润分析探讨微生物与免疫的相互作用。结合差异基因表达分析、蛋白-蛋白相互作用(PPI)网络构建和生存分析,进一步筛选关键预后相关微生物基因(PAMGs)。随后进行功能富集分析。采用WSU-HN30细胞与厌氧球菌上清液共培养体系进行实验验证。结果共鉴定出63个sam,其中厌氧球菌和嗜胃杆菌表现出显著的协同作用关系。DEFB1(低表达)和SPINK6(高表达)被鉴定为关键PAMGs。ROC分析显示,1年、3年和5年的AUC值分别为0.89、0.85和0.82,表明预后预测能力良好。功能分析表明,这些基因主要参与细胞周期、上皮-间质转化(EMT)和E2F/G2M信号通路。在体外实验中,发现厌氧球菌抑制WSU-HN30细胞的增殖、迁移和侵袭,同时伴有DEFB1上调和SPINK6下调。结论本研究揭示了OSCC中新的微生物-基因相互作用,并确定了DEFB1和SPINK6是潜在的预后生物标志物。结果提示,厌氧球菌可能通过调节宿主基因表达发挥保护作用,为OSCC的预后分层和潜在的治疗干预提供了新的见解。
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来源期刊
自引率
5.90%
发文量
130
审稿时长
16 weeks
期刊介绍: Journal of Radiation Research and Applied Sciences provides a high quality medium for the publication of substantial, original and scientific and technological papers on the development and applications of nuclear, radiation and isotopes in biology, medicine, drugs, biochemistry, microbiology, agriculture, entomology, food technology, chemistry, physics, solid states, engineering, environmental and applied sciences.
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