Rishabh Gurung, Mohammad Masood, Prithvi Singh, Prakash Jha, Anuradha Sinha, Swati Ajmeriya, Milin Sharma, Ravins Dohare, Mohammad Mahfuzul Haque
{"title":"通过综合多组学和硅学方法揭示作为头颈部鳞状细胞癌潜在生物标志物的水蒸发蛋白和染色体组家族成员的作用。","authors":"Rishabh Gurung, Mohammad Masood, Prithvi Singh, Prakash Jha, Anuradha Sinha, Swati Ajmeriya, Milin Sharma, Ravins Dohare, Mohammad Mahfuzul Haque","doi":"10.1007/s13353-024-00843-6","DOIUrl":null,"url":null,"abstract":"<p><p>Head and neck squamous cell carcinoma (HNSC) is a diverse group of tumors arising from oral cavity, oropharynx, larynx, and hypopharynx squamous epithelium, posing significant morbidity. Aquaporins (AQPs) are membrane proteins forming water channels, some associated with carcinomas. Chromobox (CBX) family is known to modulate physiological and oncological processes. In our study, we analyzed AQPs and CBXs having significant expression followed by their prognostic and mutational assessment. Next, we performed enrichment and tumor infiltration analysis followed by HPA validation. Lastly, we established a 3-node miRNA-TF-mRNA regulatory network and performed protein-protein docking of the highest-degree subnetwork motif between TF and mRNA. Significant upregulation of CBX3/2 and downregulation of AQP3/5/7 correlated with poor overall survival (OS) in HNSC patients. The most significant pathway, GO-BP, GO-MF, and GO-CC terms associated with AQP3 and CBX3 were passive transport by aquaporins, response to vitamin, glycerol channel activity, and condensed chromosome, centromeric region. AQP3 negatively correlated with <math> <msup><mrow><mtext>CD</mtext> <mn>4</mn></mrow> <mo>+</mo></msup> </math> T cells, positively with <math> <msup><mrow><mtext>CD</mtext> <mn>8</mn></mrow> <mo>+</mo></msup> </math> T cells and B cells, and negatively with tumor purity, whereas CBX3 positively correlated with <math> <msup><mrow><mtext>CD</mtext> <mn>4</mn></mrow> <mo>+</mo></msup> </math> T cells, negatively with <math> <msup><mrow><mtext>CD</mtext> <mn>8</mn></mrow> <mo>+</mo></msup> </math> T cells and B cells, and positively with tumor purity. Three-node miRNA-TF-mRNA regulatory network revealed a highest-degree subnetwork motif comprising one TF (SMAD3), one miRNA (miR-423-5p), and one mRNA (AQP3). Protein-protein interaction studies suggested a direct interaction between AQP3 and Smad3 proteins. We concluded that AQP3 and CBX3 hold potential as treatment strategies and individual prognostic biomarkers, while further protein-protein interaction studies of AQP3 could offer insights into its interactions with Smad3 proteins.</p>","PeriodicalId":14891,"journal":{"name":"Journal of Applied Genetics","volume":null,"pages":null},"PeriodicalIF":2.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Uncovering the role of aquaporin and chromobox family members as potential biomarkers in head and neck squamous cell carcinoma via integrative multiomics and in silico approach.\",\"authors\":\"Rishabh Gurung, Mohammad Masood, Prithvi Singh, Prakash Jha, Anuradha Sinha, Swati Ajmeriya, Milin Sharma, Ravins Dohare, Mohammad Mahfuzul Haque\",\"doi\":\"10.1007/s13353-024-00843-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Head and neck squamous cell carcinoma (HNSC) is a diverse group of tumors arising from oral cavity, oropharynx, larynx, and hypopharynx squamous epithelium, posing significant morbidity. Aquaporins (AQPs) are membrane proteins forming water channels, some associated with carcinomas. Chromobox (CBX) family is known to modulate physiological and oncological processes. In our study, we analyzed AQPs and CBXs having significant expression followed by their prognostic and mutational assessment. Next, we performed enrichment and tumor infiltration analysis followed by HPA validation. Lastly, we established a 3-node miRNA-TF-mRNA regulatory network and performed protein-protein docking of the highest-degree subnetwork motif between TF and mRNA. Significant upregulation of CBX3/2 and downregulation of AQP3/5/7 correlated with poor overall survival (OS) in HNSC patients. The most significant pathway, GO-BP, GO-MF, and GO-CC terms associated with AQP3 and CBX3 were passive transport by aquaporins, response to vitamin, glycerol channel activity, and condensed chromosome, centromeric region. AQP3 negatively correlated with <math> <msup><mrow><mtext>CD</mtext> <mn>4</mn></mrow> <mo>+</mo></msup> </math> T cells, positively with <math> <msup><mrow><mtext>CD</mtext> <mn>8</mn></mrow> <mo>+</mo></msup> </math> T cells and B cells, and negatively with tumor purity, whereas CBX3 positively correlated with <math> <msup><mrow><mtext>CD</mtext> <mn>4</mn></mrow> <mo>+</mo></msup> </math> T cells, negatively with <math> <msup><mrow><mtext>CD</mtext> <mn>8</mn></mrow> <mo>+</mo></msup> </math> T cells and B cells, and positively with tumor purity. Three-node miRNA-TF-mRNA regulatory network revealed a highest-degree subnetwork motif comprising one TF (SMAD3), one miRNA (miR-423-5p), and one mRNA (AQP3). Protein-protein interaction studies suggested a direct interaction between AQP3 and Smad3 proteins. We concluded that AQP3 and CBX3 hold potential as treatment strategies and individual prognostic biomarkers, while further protein-protein interaction studies of AQP3 could offer insights into its interactions with Smad3 proteins.</p>\",\"PeriodicalId\":14891,\"journal\":{\"name\":\"Journal of Applied Genetics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2024-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Applied Genetics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1007/s13353-024-00843-6\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/2/15 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Applied Genetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s13353-024-00843-6","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/2/15 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
头颈部鳞状细胞癌(HNSC)是一种发生于口腔、口咽、喉和下咽鳞状上皮的多种肿瘤,发病率很高。水蒸发蛋白(AQPs)是形成水通道的膜蛋白,其中一些与癌症有关。众所周知,Chromobox(CBX)家族可调节生理和肿瘤过程。在我们的研究中,我们分析了具有显著表达的 AQPs 和 CBXs,并对其预后和突变进行了评估。接着,我们进行了富集和肿瘤浸润分析,然后进行了 HPA 验证。最后,我们建立了一个3节点的miRNA-TF-mRNA调控网络,并对TF和mRNA之间的最高度子网络主题进行了蛋白质-蛋白质对接。CBX3/2的显著上调和AQP3/5/7的下调与HNSC患者的总生存期(OS)相关。与AQP3和CBX3相关的最重要的通路、GO-BP、GO-MF和GO-CC术语是水囊蛋白的被动转运、对维生素的反应、甘油通道活性和凝集染色体、中心粒区域。AQP3 与 [公式:见正文] T 细胞负相关,与 [公式:见正文] T 细胞和 B 细胞正相关,与肿瘤纯度负相关,而 CBX3 与 [公式:见正文] T 细胞正相关,与 [公式:见正文] T 细胞和 B 细胞负相关,与肿瘤纯度正相关。三节点 miRNA-TF-mRNA 调控网络揭示了一个由一个 TF(SMAD3)、一个 miRNA(miR-423-5p)和一个 mRNA(AQP3)组成的最高度子网络模式。蛋白质相互作用研究表明,AQP3 和 Smad3 蛋白之间存在直接相互作用。我们的结论是,AQP3和CBX3具有作为治疗策略和个体预后生物标志物的潜力,而对AQP3的进一步蛋白-蛋白相互作用研究可深入了解其与Smad3蛋白的相互作用。
Uncovering the role of aquaporin and chromobox family members as potential biomarkers in head and neck squamous cell carcinoma via integrative multiomics and in silico approach.
Head and neck squamous cell carcinoma (HNSC) is a diverse group of tumors arising from oral cavity, oropharynx, larynx, and hypopharynx squamous epithelium, posing significant morbidity. Aquaporins (AQPs) are membrane proteins forming water channels, some associated with carcinomas. Chromobox (CBX) family is known to modulate physiological and oncological processes. In our study, we analyzed AQPs and CBXs having significant expression followed by their prognostic and mutational assessment. Next, we performed enrichment and tumor infiltration analysis followed by HPA validation. Lastly, we established a 3-node miRNA-TF-mRNA regulatory network and performed protein-protein docking of the highest-degree subnetwork motif between TF and mRNA. Significant upregulation of CBX3/2 and downregulation of AQP3/5/7 correlated with poor overall survival (OS) in HNSC patients. The most significant pathway, GO-BP, GO-MF, and GO-CC terms associated with AQP3 and CBX3 were passive transport by aquaporins, response to vitamin, glycerol channel activity, and condensed chromosome, centromeric region. AQP3 negatively correlated with T cells, positively with T cells and B cells, and negatively with tumor purity, whereas CBX3 positively correlated with T cells, negatively with T cells and B cells, and positively with tumor purity. Three-node miRNA-TF-mRNA regulatory network revealed a highest-degree subnetwork motif comprising one TF (SMAD3), one miRNA (miR-423-5p), and one mRNA (AQP3). Protein-protein interaction studies suggested a direct interaction between AQP3 and Smad3 proteins. We concluded that AQP3 and CBX3 hold potential as treatment strategies and individual prognostic biomarkers, while further protein-protein interaction studies of AQP3 could offer insights into its interactions with Smad3 proteins.
期刊介绍:
The Journal of Applied Genetics is an international journal on genetics and genomics. It publishes peer-reviewed original papers, short communications (including case reports) and review articles focused on the research of applicative aspects of plant, human, animal and microbial genetics and genomics.