{"title":"探索癌症中可药物靶点和炎症介导的途径:整合转录组学和蛋白质组学数据的孟德尔随机化分析。","authors":"Hao Pan, Changqing Jing","doi":"10.1007/s00011-025-02011-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Cancer remains a predominant global health challenge, necessitating the ongoing exploration of novel biomarkers and therapeutic targets to improve diagnosis and treatment.</p><p><strong>Methods: </strong>By integrating expression quantitative trait loci (eQTL) and protein quantitative trait loci (pQTL) data with genome-wide association studies (GWAS) data, we performed Mendelian randomization (MR) analysis to identify potential druggable targets at the gene expression and protein levels for multiple cancers. We conducted mediation analysis to explore whether inflammatory factors mediate the pathways linking identified druggable targets to cancer. Phenome-wide MR analysis, drug prediction, and molecular docking were employed to evaluate the medicinal potential.</p><p><strong>Results: </strong>We finally identified five druggable targets: CDKN1A, FES, and PDIA3 were associated with breast cancer, whereas TP53 and VAMP8 were associated with prostate cancer. Mediation analysis identified six inflammatory proteins as potential mediators in the causal pathways from these druggable targets to cancer: caspase 8, interleukin-1-alpha, C-X-C motif chemokine 1, C-C motif chemokine 23, TNF-related apoptosis-inducing ligand, and interleukin-6. Subsequent analyses further provided evidence supporting the pharmaceutical potential of these five targets.</p><p><strong>Conclusions: </strong>Our study identified five druggable targets causally associated with breast and prostate cancers, with six inflammatory proteins acting as potential mediators, providing novel insights into the treatment of these cancers.</p>","PeriodicalId":13550,"journal":{"name":"Inflammation Research","volume":"74 1","pages":"46"},"PeriodicalIF":4.8000,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring druggable targets and inflammation-mediated pathways in cancer: a Mendelian randomization analysis integrating transcriptomic and proteomic data.\",\"authors\":\"Hao Pan, Changqing Jing\",\"doi\":\"10.1007/s00011-025-02011-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Cancer remains a predominant global health challenge, necessitating the ongoing exploration of novel biomarkers and therapeutic targets to improve diagnosis and treatment.</p><p><strong>Methods: </strong>By integrating expression quantitative trait loci (eQTL) and protein quantitative trait loci (pQTL) data with genome-wide association studies (GWAS) data, we performed Mendelian randomization (MR) analysis to identify potential druggable targets at the gene expression and protein levels for multiple cancers. We conducted mediation analysis to explore whether inflammatory factors mediate the pathways linking identified druggable targets to cancer. Phenome-wide MR analysis, drug prediction, and molecular docking were employed to evaluate the medicinal potential.</p><p><strong>Results: </strong>We finally identified five druggable targets: CDKN1A, FES, and PDIA3 were associated with breast cancer, whereas TP53 and VAMP8 were associated with prostate cancer. Mediation analysis identified six inflammatory proteins as potential mediators in the causal pathways from these druggable targets to cancer: caspase 8, interleukin-1-alpha, C-X-C motif chemokine 1, C-C motif chemokine 23, TNF-related apoptosis-inducing ligand, and interleukin-6. Subsequent analyses further provided evidence supporting the pharmaceutical potential of these five targets.</p><p><strong>Conclusions: </strong>Our study identified five druggable targets causally associated with breast and prostate cancers, with six inflammatory proteins acting as potential mediators, providing novel insights into the treatment of these cancers.</p>\",\"PeriodicalId\":13550,\"journal\":{\"name\":\"Inflammation Research\",\"volume\":\"74 1\",\"pages\":\"46\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Inflammation Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s00011-025-02011-w\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Inflammation Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00011-025-02011-w","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Exploring druggable targets and inflammation-mediated pathways in cancer: a Mendelian randomization analysis integrating transcriptomic and proteomic data.
Background: Cancer remains a predominant global health challenge, necessitating the ongoing exploration of novel biomarkers and therapeutic targets to improve diagnosis and treatment.
Methods: By integrating expression quantitative trait loci (eQTL) and protein quantitative trait loci (pQTL) data with genome-wide association studies (GWAS) data, we performed Mendelian randomization (MR) analysis to identify potential druggable targets at the gene expression and protein levels for multiple cancers. We conducted mediation analysis to explore whether inflammatory factors mediate the pathways linking identified druggable targets to cancer. Phenome-wide MR analysis, drug prediction, and molecular docking were employed to evaluate the medicinal potential.
Results: We finally identified five druggable targets: CDKN1A, FES, and PDIA3 were associated with breast cancer, whereas TP53 and VAMP8 were associated with prostate cancer. Mediation analysis identified six inflammatory proteins as potential mediators in the causal pathways from these druggable targets to cancer: caspase 8, interleukin-1-alpha, C-X-C motif chemokine 1, C-C motif chemokine 23, TNF-related apoptosis-inducing ligand, and interleukin-6. Subsequent analyses further provided evidence supporting the pharmaceutical potential of these five targets.
Conclusions: Our study identified five druggable targets causally associated with breast and prostate cancers, with six inflammatory proteins acting as potential mediators, providing novel insights into the treatment of these cancers.
期刊介绍:
Inflammation Research (IR) publishes peer-reviewed papers on all aspects of inflammation and related fields including histopathology, immunological mechanisms, gene expression, mediators, experimental models, clinical investigations and the effect of drugs. Related fields are broadly defined and include for instance, allergy and asthma, shock, pain, joint damage, skin disease as well as clinical trials of relevant drugs.