{"title":"MGAM和MGAM2的泛癌分析和致癌意义:对结直肠癌的精确肿瘤学和药物重新定位","authors":"Rawaa Chasib Mezher, Hanieh Azari, Reza Khayami, Hamid Fiuji, Farzaneh Alizadeh, Ladan Goshayeshi, Majid Rajabian, Ibrahim Saeed Gataa, Seyed Mahdi Hassanian, Amir Avan","doi":"10.1002/ccs3.70042","DOIUrl":null,"url":null,"abstract":"<p>Cancer remains a major global health challenge, with high prevalence and mortality rates emphasizing the urgent need for innovative treatment strategies. Although precision oncology offers tailored therapies based on genetic profiles, the clinical translation of genomic insights has been slow. Drug repurposing, using existing FDA-approved drugs for new indications, presents a cost-effective and time-efficient alternative. This study investigates <i>MGAM</i> as a potential direct target of alpha-glucosidase inhibitors in colorectal cancer (CRC), explores its biomarker potential, and evaluates gene expression patterns across diverse cancers. Using RNA-Seq data from Recount3, Firebrowse, and gene set co-expression analysis databases, we analyzed the differential expression of <i>MGAM</i> and its paralog <i>MGAM2</i> across 33 cancer types. We examined mutation profiles, methylation status, survival impact, immune cell infiltration, and drug-mRNA interactions. Validation was performed via real-time PCR and whole-exome sequencing (WES) in CRC patients. <i>MGAM</i> and <i>MGAM2</i> showed differential expression across multiple cancers, with <i>MGAM2</i> upregulated and <i>MGAM</i> downregulated in gastrointestinal tumors. Both genes were linked to key cancer-related pathways, including metabolism, apoptosis, cell cycle regulation, and epithelial-mesenchymal transition. <i>MGAM</i> exhibited frequent mutations and aberrant methylation in several cancers. Their expression correlated with immune cell infiltration and drug sensitivity, highlighting potential for therapy planning. Diagnostic modeling showed over 80% accuracy. In CRC patients, <i>MGAM</i> downregulation was confirmed in 64 samples, and WES revealed a novel <i>MGAM</i> mutation (rs2960746). These findings underscore <i>MGAM</i> and <i>MGAM2</i> as promising biomarkers and therapeutic targets, supporting their relevance in advancing personalized oncology.</p>","PeriodicalId":15226,"journal":{"name":"Journal of Cell Communication and Signaling","volume":"19 3","pages":""},"PeriodicalIF":3.9000,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ccs3.70042","citationCount":"0","resultStr":"{\"title\":\"Pan-cancer analysis and oncogenic implications of MGAM and MGAM2: Toward precision oncology and drug repurposing in colorectal cancer\",\"authors\":\"Rawaa Chasib Mezher, Hanieh Azari, Reza Khayami, Hamid Fiuji, Farzaneh Alizadeh, Ladan Goshayeshi, Majid Rajabian, Ibrahim Saeed Gataa, Seyed Mahdi Hassanian, Amir Avan\",\"doi\":\"10.1002/ccs3.70042\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Cancer remains a major global health challenge, with high prevalence and mortality rates emphasizing the urgent need for innovative treatment strategies. Although precision oncology offers tailored therapies based on genetic profiles, the clinical translation of genomic insights has been slow. Drug repurposing, using existing FDA-approved drugs for new indications, presents a cost-effective and time-efficient alternative. This study investigates <i>MGAM</i> as a potential direct target of alpha-glucosidase inhibitors in colorectal cancer (CRC), explores its biomarker potential, and evaluates gene expression patterns across diverse cancers. Using RNA-Seq data from Recount3, Firebrowse, and gene set co-expression analysis databases, we analyzed the differential expression of <i>MGAM</i> and its paralog <i>MGAM2</i> across 33 cancer types. We examined mutation profiles, methylation status, survival impact, immune cell infiltration, and drug-mRNA interactions. Validation was performed via real-time PCR and whole-exome sequencing (WES) in CRC patients. <i>MGAM</i> and <i>MGAM2</i> showed differential expression across multiple cancers, with <i>MGAM2</i> upregulated and <i>MGAM</i> downregulated in gastrointestinal tumors. Both genes were linked to key cancer-related pathways, including metabolism, apoptosis, cell cycle regulation, and epithelial-mesenchymal transition. <i>MGAM</i> exhibited frequent mutations and aberrant methylation in several cancers. Their expression correlated with immune cell infiltration and drug sensitivity, highlighting potential for therapy planning. Diagnostic modeling showed over 80% accuracy. In CRC patients, <i>MGAM</i> downregulation was confirmed in 64 samples, and WES revealed a novel <i>MGAM</i> mutation (rs2960746). These findings underscore <i>MGAM</i> and <i>MGAM2</i> as promising biomarkers and therapeutic targets, supporting their relevance in advancing personalized oncology.</p>\",\"PeriodicalId\":15226,\"journal\":{\"name\":\"Journal of Cell Communication and Signaling\",\"volume\":\"19 3\",\"pages\":\"\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ccs3.70042\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Cell Communication and Signaling\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ccs3.70042\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cell Communication and Signaling","FirstCategoryId":"99","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ccs3.70042","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Pan-cancer analysis and oncogenic implications of MGAM and MGAM2: Toward precision oncology and drug repurposing in colorectal cancer
Cancer remains a major global health challenge, with high prevalence and mortality rates emphasizing the urgent need for innovative treatment strategies. Although precision oncology offers tailored therapies based on genetic profiles, the clinical translation of genomic insights has been slow. Drug repurposing, using existing FDA-approved drugs for new indications, presents a cost-effective and time-efficient alternative. This study investigates MGAM as a potential direct target of alpha-glucosidase inhibitors in colorectal cancer (CRC), explores its biomarker potential, and evaluates gene expression patterns across diverse cancers. Using RNA-Seq data from Recount3, Firebrowse, and gene set co-expression analysis databases, we analyzed the differential expression of MGAM and its paralog MGAM2 across 33 cancer types. We examined mutation profiles, methylation status, survival impact, immune cell infiltration, and drug-mRNA interactions. Validation was performed via real-time PCR and whole-exome sequencing (WES) in CRC patients. MGAM and MGAM2 showed differential expression across multiple cancers, with MGAM2 upregulated and MGAM downregulated in gastrointestinal tumors. Both genes were linked to key cancer-related pathways, including metabolism, apoptosis, cell cycle regulation, and epithelial-mesenchymal transition. MGAM exhibited frequent mutations and aberrant methylation in several cancers. Their expression correlated with immune cell infiltration and drug sensitivity, highlighting potential for therapy planning. Diagnostic modeling showed over 80% accuracy. In CRC patients, MGAM downregulation was confirmed in 64 samples, and WES revealed a novel MGAM mutation (rs2960746). These findings underscore MGAM and MGAM2 as promising biomarkers and therapeutic targets, supporting their relevance in advancing personalized oncology.
期刊介绍:
The Journal of Cell Communication and Signaling provides a forum for fundamental and translational research. In particular, it publishes papers discussing intercellular and intracellular signaling pathways that are particularly important to understand how cells interact with each other and with the surrounding environment, and how cellular behavior contributes to pathological states. JCCS encourages the submission of research manuscripts, timely reviews and short commentaries discussing recent publications, key developments and controversies.
Research manuscripts can be published under two different sections :
In the Pathology and Translational Research Section (Section Editor Andrew Leask) , manuscripts report original research dealing with celllular aspects of normal and pathological signaling and communication, with a particular interest in translational research.
In the Molecular Signaling Section (Section Editor Satoshi Kubota) manuscripts report original signaling research performed at molecular levels with a particular interest in the functions of intracellular and membrane components involved in cell signaling.