{"title":"泛癌症多组学分析,以确定GREM1潜在的促癌特性,作为癌症预后和治疗的有希望的靶点。","authors":"Menglu Zhu, Hengli Zhou, Yue Zhuo, Changhua Liu, Jiaxin Li, Peiyao He, Naihua Liu, Ziming Zhao, Pan Huafeng","doi":"10.1177/03946320251331850","DOIUrl":null,"url":null,"abstract":"<p><p>We aimed to investigate the potential pro-oncogenic properties of GREM1 by Pan-cancer multi-omics analysis. Accumulating evidence has highlighted that GREM1 (Gremlin 1), serves as an inhibitor of BMP (Bone Morphogenetic Protein) family, involve in bone related diseases, carcinogenesis, cell stemness, and cell differentiation. However, the effect and underlying mechanism of GREM1 on the cancer biology remain largely elusive. The mRNA expression of GREM1 were extracted from GTEx (Genotype-Tissue Expression) and TCGA (The Cancer Genome Atlas) database. Analysis of OS (Overall Survival), PFI (Progression Free Interval), DSS (Disease-Specific Survival), and ROC (Receiver Operating Characteristic) were performed to predicted prognostic value of GREM1 in various cancers. The TIMER (Tumor Immune Estimation Resource) online tool was used to investigate the relationship between GREM1 transcriptional level and infiltration of immune cells. KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis and GO (Gene Ontology) analysis were used to investigate the GREM1 related molecular events, and then constructed a PPI (Protein-Protein Interaction) network via the STRING (Search Tool for the Retrieval of Interaction Genes/Proteins) online tool. Western blot was performed to investigate the indicated protein expression. In the present study, our results showed that GREM1 tended to be upregulated in various cancers, which would correlate with the poor prognosis. Mechanistically, our results showed that GREM1 involve in regulating the ECM-receptor interaction pathway, upregulation of MMP activity, angiogenesis, and immune cell infiltration. In vitro studies, our results further showed that BMP agonist significantly decreased the protein level of GREM1 in GES-1 cells and BGC cells, which accompanied by inhibiting migration and proliferation in GES-1 cells and BGC cells. BMP inhibitor significantly promoted GREM1 expression and migration in BGC cells, but not GES-1 cells. GREM1 might serve as a potential and promising prognostic biomarker for drug development and cancer treatment.</p>","PeriodicalId":48647,"journal":{"name":"International Journal of Immunopathology and Pharmacology","volume":"39 ","pages":"3946320251331850"},"PeriodicalIF":3.5000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12033649/pdf/","citationCount":"0","resultStr":"{\"title\":\"Pan-cancer multi-omics analysis to identify the potential pro-oncogenic properties of GREM1 as a promising targets for cancer prognosis and therapeutics.\",\"authors\":\"Menglu Zhu, Hengli Zhou, Yue Zhuo, Changhua Liu, Jiaxin Li, Peiyao He, Naihua Liu, Ziming Zhao, Pan Huafeng\",\"doi\":\"10.1177/03946320251331850\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>We aimed to investigate the potential pro-oncogenic properties of GREM1 by Pan-cancer multi-omics analysis. Accumulating evidence has highlighted that GREM1 (Gremlin 1), serves as an inhibitor of BMP (Bone Morphogenetic Protein) family, involve in bone related diseases, carcinogenesis, cell stemness, and cell differentiation. However, the effect and underlying mechanism of GREM1 on the cancer biology remain largely elusive. The mRNA expression of GREM1 were extracted from GTEx (Genotype-Tissue Expression) and TCGA (The Cancer Genome Atlas) database. Analysis of OS (Overall Survival), PFI (Progression Free Interval), DSS (Disease-Specific Survival), and ROC (Receiver Operating Characteristic) were performed to predicted prognostic value of GREM1 in various cancers. The TIMER (Tumor Immune Estimation Resource) online tool was used to investigate the relationship between GREM1 transcriptional level and infiltration of immune cells. KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis and GO (Gene Ontology) analysis were used to investigate the GREM1 related molecular events, and then constructed a PPI (Protein-Protein Interaction) network via the STRING (Search Tool for the Retrieval of Interaction Genes/Proteins) online tool. Western blot was performed to investigate the indicated protein expression. In the present study, our results showed that GREM1 tended to be upregulated in various cancers, which would correlate with the poor prognosis. Mechanistically, our results showed that GREM1 involve in regulating the ECM-receptor interaction pathway, upregulation of MMP activity, angiogenesis, and immune cell infiltration. In vitro studies, our results further showed that BMP agonist significantly decreased the protein level of GREM1 in GES-1 cells and BGC cells, which accompanied by inhibiting migration and proliferation in GES-1 cells and BGC cells. BMP inhibitor significantly promoted GREM1 expression and migration in BGC cells, but not GES-1 cells. GREM1 might serve as a potential and promising prognostic biomarker for drug development and cancer treatment.</p>\",\"PeriodicalId\":48647,\"journal\":{\"name\":\"International Journal of Immunopathology and Pharmacology\",\"volume\":\"39 \",\"pages\":\"3946320251331850\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12033649/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Immunopathology and Pharmacology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1177/03946320251331850\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/15 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Immunopathology and Pharmacology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/03946320251331850","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/15 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
我们的目的是通过泛癌症多组学分析来研究GREM1潜在的促癌特性。越来越多的证据表明,GREM1 (Gremlin 1)作为骨形态发生蛋白(BMP)家族的抑制剂,参与骨相关疾病、癌变、细胞干性和细胞分化。然而,GREM1在癌症生物学中的作用和潜在机制在很大程度上仍然是未知的。从GTEx (Genotype-Tissue expression)和TCGA (The Cancer Genome Atlas)数据库中提取GREM1的mRNA表达。通过分析总生存期(OS)、无进展间期(PFI)、疾病特异性生存期(DSS)和受试者工作特征(ROC)来预测GREM1在各种癌症中的预后价值。利用TIMER (Tumor Immune Estimation Resource)在线工具研究GREM1转录水平与免疫细胞浸润的关系。通过KEGG (Kyoto Encyclopedia of Genes and Genomes)分析和GO (Gene Ontology)分析对GREM1相关的分子事件进行分析,并通过STRING (Search Tool for Retrieval of interacting Genes/Proteins)在线工具构建PPI (Protein-Protein Interaction)网络。Western blot检测指示蛋白的表达。在本研究中,我们的研究结果表明,GREM1在各种癌症中都有上调的趋势,这可能与预后不良有关。在机制上,我们的研究结果表明,GREM1参与调节ecm受体相互作用途径,上调MMP活性,血管生成和免疫细胞浸润。在体外研究中,我们的研究结果进一步表明,BMP激动剂显著降低了GES-1细胞和BGC细胞中GREM1的蛋白水平,同时抑制了GES-1细胞和BGC细胞的迁移和增殖。BMP抑制剂能显著促进BGC细胞中GREM1的表达和迁移,而对GES-1细胞无显著影响。GREM1可能作为药物开发和癌症治疗的潜在和有前途的预后生物标志物。
Pan-cancer multi-omics analysis to identify the potential pro-oncogenic properties of GREM1 as a promising targets for cancer prognosis and therapeutics.
We aimed to investigate the potential pro-oncogenic properties of GREM1 by Pan-cancer multi-omics analysis. Accumulating evidence has highlighted that GREM1 (Gremlin 1), serves as an inhibitor of BMP (Bone Morphogenetic Protein) family, involve in bone related diseases, carcinogenesis, cell stemness, and cell differentiation. However, the effect and underlying mechanism of GREM1 on the cancer biology remain largely elusive. The mRNA expression of GREM1 were extracted from GTEx (Genotype-Tissue Expression) and TCGA (The Cancer Genome Atlas) database. Analysis of OS (Overall Survival), PFI (Progression Free Interval), DSS (Disease-Specific Survival), and ROC (Receiver Operating Characteristic) were performed to predicted prognostic value of GREM1 in various cancers. The TIMER (Tumor Immune Estimation Resource) online tool was used to investigate the relationship between GREM1 transcriptional level and infiltration of immune cells. KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis and GO (Gene Ontology) analysis were used to investigate the GREM1 related molecular events, and then constructed a PPI (Protein-Protein Interaction) network via the STRING (Search Tool for the Retrieval of Interaction Genes/Proteins) online tool. Western blot was performed to investigate the indicated protein expression. In the present study, our results showed that GREM1 tended to be upregulated in various cancers, which would correlate with the poor prognosis. Mechanistically, our results showed that GREM1 involve in regulating the ECM-receptor interaction pathway, upregulation of MMP activity, angiogenesis, and immune cell infiltration. In vitro studies, our results further showed that BMP agonist significantly decreased the protein level of GREM1 in GES-1 cells and BGC cells, which accompanied by inhibiting migration and proliferation in GES-1 cells and BGC cells. BMP inhibitor significantly promoted GREM1 expression and migration in BGC cells, but not GES-1 cells. GREM1 might serve as a potential and promising prognostic biomarker for drug development and cancer treatment.
期刊介绍:
International Journal of Immunopathology and Pharmacology is an Open Access peer-reviewed journal publishing original papers describing research in the fields of immunology, pathology and pharmacology. The intention is that the journal should reflect both the experimental and clinical aspects of immunology as well as advances in the understanding of the pathology and pharmacology of the immune system.