Muhammad Naveed, Muhammad Saad Mughal, Tariq Aziz, Syeda Izma Makhdoom, Hamza Jamil, Ayaz Ali Khan, Nawal Al-Hoshani, Fakhria A Al-Joufi, Roaa Mohammed Tahir Kassim, Maher S Alwethaynani
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Recent studies have identified the mRNA-modifying METTL3 oncogene as a potential biomarker in CRC progression.</p><p><strong>Objective: </strong>This study aimed to investigate the expression patterns of METTL3 in CRC, assess its association with clinical outcomes, identify interacting proteins and biological pathways, and explore its correlation with immune cell infiltration.</p><p><strong>Methods: </strong>Comprehensive analyses were conducted using public datasets, including transcriptome profiles from The Cancer Genome Atlas and the GSE103512 dataset. Protein-protein interaction (PPI) networks, pathway enrichment, and immune infiltration analyses were performed to elucidate METTL3's role in CRC progression.</p><p><strong>Results: </strong>METTL3 expression was significantly higher in CRC tissues compared to normal tissues (<i>p</i> < 0.001). Mutations in METTL3 were detected in approximately 6% of CRC cases, with fusion events involving the SRPK2 gene. PPI analysis identified ten interacting proteins, including METTL4, EIF3H, RBM15B1, CBLL1, WTAP, NCBP1, RBM15, ZC3H13, METTL14, and KIAA1429. METTL3 expression showed a positive correlation with METTL4, METTL14, NCBP1, and WTAP expression (<i>R</i> > 0.5, <i>p</i> < 0.001). Higher METTL3 expression was associated with immunosuppressive phenotypes, such as increased infiltration of tumor-associated macrophages, regulatory T cells, and cancer-associated fibroblasts (<i>p</i> < 0.001). Pathway enrichment analysis revealed METTL3's involvement in crucial pathways, including the cell cycle and renal cell carcinoma (<i>p</i> < 0.01). Gene ontology analysis highlighted its role in mRNA and RNA-related processes.</p><p><strong>Conclusion: </strong>The study supports the potential of METTL3 as a prognostic biomarker in CRC and highlights its involvement in immune modulation and cancer progression. These findings lay the groundwork for future studies aimed at developing targeted therapies and improving patient outcomes.</p>","PeriodicalId":19715,"journal":{"name":"Open Medicine","volume":"20 1","pages":"20251167"},"PeriodicalIF":1.7000,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11964186/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploration of mRNA-modifying METTL3 oncogene as momentous prognostic biomarker responsible for colorectal cancer development.\",\"authors\":\"Muhammad Naveed, Muhammad Saad Mughal, Tariq Aziz, Syeda Izma Makhdoom, Hamza Jamil, Ayaz Ali Khan, Nawal Al-Hoshani, Fakhria A Al-Joufi, Roaa Mohammed Tahir Kassim, Maher S Alwethaynani\",\"doi\":\"10.1515/med-2025-1167\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Colorectal cancer (CRC) is a leading cause of cancer-related mortality worldwide, emphasizing the need for improved prognostic biomarkers. Recent studies have identified the mRNA-modifying METTL3 oncogene as a potential biomarker in CRC progression.</p><p><strong>Objective: </strong>This study aimed to investigate the expression patterns of METTL3 in CRC, assess its association with clinical outcomes, identify interacting proteins and biological pathways, and explore its correlation with immune cell infiltration.</p><p><strong>Methods: </strong>Comprehensive analyses were conducted using public datasets, including transcriptome profiles from The Cancer Genome Atlas and the GSE103512 dataset. Protein-protein interaction (PPI) networks, pathway enrichment, and immune infiltration analyses were performed to elucidate METTL3's role in CRC progression.</p><p><strong>Results: </strong>METTL3 expression was significantly higher in CRC tissues compared to normal tissues (<i>p</i> < 0.001). Mutations in METTL3 were detected in approximately 6% of CRC cases, with fusion events involving the SRPK2 gene. PPI analysis identified ten interacting proteins, including METTL4, EIF3H, RBM15B1, CBLL1, WTAP, NCBP1, RBM15, ZC3H13, METTL14, and KIAA1429. METTL3 expression showed a positive correlation with METTL4, METTL14, NCBP1, and WTAP expression (<i>R</i> > 0.5, <i>p</i> < 0.001). Higher METTL3 expression was associated with immunosuppressive phenotypes, such as increased infiltration of tumor-associated macrophages, regulatory T cells, and cancer-associated fibroblasts (<i>p</i> < 0.001). Pathway enrichment analysis revealed METTL3's involvement in crucial pathways, including the cell cycle and renal cell carcinoma (<i>p</i> < 0.01). Gene ontology analysis highlighted its role in mRNA and RNA-related processes.</p><p><strong>Conclusion: </strong>The study supports the potential of METTL3 as a prognostic biomarker in CRC and highlights its involvement in immune modulation and cancer progression. 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引用次数: 0
摘要
背景:结直肠癌(CRC)是世界范围内癌症相关死亡的主要原因,强调了改善预后生物标志物的必要性。最近的研究已经确定mrna修饰的METTL3癌基因是CRC进展的潜在生物标志物。目的:本研究旨在研究METTL3在结直肠癌中的表达模式,评估其与临床预后的相关性,鉴定相互作用蛋白和生物学途径,探讨其与免疫细胞浸润的相关性。方法:使用公共数据集进行综合分析,包括来自The Cancer Genome Atlas和GSE103512数据集的转录组图谱。通过蛋白-蛋白相互作用(PPI)网络、途径富集和免疫浸润分析来阐明METTL3在结直肠癌进展中的作用。结果:METTL3在结直肠癌组织中的表达明显高于正常组织(p < 0.001)。大约6%的CRC病例中检测到METTL3突变,融合事件涉及SRPK2基因。PPI分析鉴定出10个相互作用蛋白,包括METTL4、EIF3H、RBM15B1、CBLL1、WTAP、NCBP1、RBM15、ZC3H13、METTL14和KIAA1429。METTL3表达与METTL4、METTL14、NCBP1、WTAP表达呈正相关(R < 0.05, p < 0.001)。较高的METTL3表达与免疫抑制表型相关,如肿瘤相关巨噬细胞、调节性T细胞和癌症相关成纤维细胞浸润增加(p < 0.001)。通路富集分析显示,METTL3参与细胞周期和肾细胞癌等关键通路(p < 0.01)。基因本体分析强调了其在mRNA和rna相关过程中的作用。结论:该研究支持METTL3作为结直肠癌预后生物标志物的潜力,并强调其参与免疫调节和癌症进展。这些发现为未来旨在开发靶向治疗和改善患者预后的研究奠定了基础。
Exploration of mRNA-modifying METTL3 oncogene as momentous prognostic biomarker responsible for colorectal cancer development.
Background: Colorectal cancer (CRC) is a leading cause of cancer-related mortality worldwide, emphasizing the need for improved prognostic biomarkers. Recent studies have identified the mRNA-modifying METTL3 oncogene as a potential biomarker in CRC progression.
Objective: This study aimed to investigate the expression patterns of METTL3 in CRC, assess its association with clinical outcomes, identify interacting proteins and biological pathways, and explore its correlation with immune cell infiltration.
Methods: Comprehensive analyses were conducted using public datasets, including transcriptome profiles from The Cancer Genome Atlas and the GSE103512 dataset. Protein-protein interaction (PPI) networks, pathway enrichment, and immune infiltration analyses were performed to elucidate METTL3's role in CRC progression.
Results: METTL3 expression was significantly higher in CRC tissues compared to normal tissues (p < 0.001). Mutations in METTL3 were detected in approximately 6% of CRC cases, with fusion events involving the SRPK2 gene. PPI analysis identified ten interacting proteins, including METTL4, EIF3H, RBM15B1, CBLL1, WTAP, NCBP1, RBM15, ZC3H13, METTL14, and KIAA1429. METTL3 expression showed a positive correlation with METTL4, METTL14, NCBP1, and WTAP expression (R > 0.5, p < 0.001). Higher METTL3 expression was associated with immunosuppressive phenotypes, such as increased infiltration of tumor-associated macrophages, regulatory T cells, and cancer-associated fibroblasts (p < 0.001). Pathway enrichment analysis revealed METTL3's involvement in crucial pathways, including the cell cycle and renal cell carcinoma (p < 0.01). Gene ontology analysis highlighted its role in mRNA and RNA-related processes.
Conclusion: The study supports the potential of METTL3 as a prognostic biomarker in CRC and highlights its involvement in immune modulation and cancer progression. These findings lay the groundwork for future studies aimed at developing targeted therapies and improving patient outcomes.
期刊介绍:
Open Medicine is an open access journal that provides users with free, instant, and continued access to all content worldwide. The primary goal of the journal has always been a focus on maintaining the high quality of its published content. Its mission is to facilitate the exchange of ideas between medical science researchers from different countries. Papers connected to all fields of medicine and public health are welcomed. Open Medicine accepts submissions of research articles, reviews, case reports, letters to editor and book reviews.