{"title":"测试用于检测原发性膀胱癌的四种血清 microRNA 面板的准确性:一项发现和验证研究。","authors":"Chong Lu, Shengjie Lin, Zhenyu Wen, Chen Sun, Zhenjian Ge, Wenkang Chen, Yingqi Li, Pengwu Zhang, Yutong Wu, Wuping Wang, Siwei Chen, Huimei Zhou, Xutai Li, Hang Li, Lingzhi Tao, Yimin Hu, Zhengping Zhao, Zebo Chen, Xionghui Wu, Yongqing Lai","doi":"10.1080/1354750X.2024.2358312","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Bladder cancer (BC) is one of the ten most common cancers worldwide with late detection and early age of diagnosis. There is abundant evidence that early detection and timely intervention can lead to a better prognosis of BC. Substantial evidence has indicated that microRNAs (miRNAs) are specific to different tumour types and are remarkably stable, indicating that serum miRNAs may serve as potential cancer diagnostic markers. This study aimed to identify suitable serum miRNAs to create a panel that can be used to diagnose primary BC.</p><p><strong>Methods: </strong>In this study, 18 miRNAs that were differentially expressed in BC were obtained from the PubMed or Gene Expression Omnibus database. Then, 18 BC-related-miRNAs were verified in screening and validation sets created using 56 (28 primary BC vs. 28 NCs) and 168 (84 primary BC vs. 84 NCs) serum samples, respectively. Quantitative reverse transcription-PCR (qRT-PCR) was performed to verify the identity of the differential miRNAs. A multi-miRNA panel with superior diagnostic performance was constructed. TCGA and KEGG databases were used to conduct the survival analysis and bioinformatics analysis, respectively.</p><p><strong>Results: </strong>Six serum miRNAs (miR-221-5p, miR-181a-5p, miR-98-5p, miR-15a-5p, miR-222-3p, and miR-197-3p) were significantly aberrantly expressed in the BC patients, while four miRNAs from among them (miR-221-5p, miR-181a-5p, miR-15a-5p, miR-222-3p) were assembled into a panel that showed high diagnostic value (AUC = 0.875, 95% CI: 0.815 - 0.921; sensitivity: 82.14%; and specificity: 85.71%) based on the logistic regression analysis. The survival analysis showed that miR-181a-5p was closely associated with BC prognosis (Log-rank <i>p</i>-value < 0.05).</p><p><strong>Conclusion: </strong>The combination of the four miRNAs (miR-221-5p, miR-181a-5p, miR-15a-5p and miR-222-3p) may be a novel non-invasive serological biomarker for BC screening.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Testing the accuracy of a four serum microRNA panel for the detection of primary bladder cancer: a discovery and validation study.\",\"authors\":\"Chong Lu, Shengjie Lin, Zhenyu Wen, Chen Sun, Zhenjian Ge, Wenkang Chen, Yingqi Li, Pengwu Zhang, Yutong Wu, Wuping Wang, Siwei Chen, Huimei Zhou, Xutai Li, Hang Li, Lingzhi Tao, Yimin Hu, Zhengping Zhao, Zebo Chen, Xionghui Wu, Yongqing Lai\",\"doi\":\"10.1080/1354750X.2024.2358312\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Bladder cancer (BC) is one of the ten most common cancers worldwide with late detection and early age of diagnosis. There is abundant evidence that early detection and timely intervention can lead to a better prognosis of BC. Substantial evidence has indicated that microRNAs (miRNAs) are specific to different tumour types and are remarkably stable, indicating that serum miRNAs may serve as potential cancer diagnostic markers. This study aimed to identify suitable serum miRNAs to create a panel that can be used to diagnose primary BC.</p><p><strong>Methods: </strong>In this study, 18 miRNAs that were differentially expressed in BC were obtained from the PubMed or Gene Expression Omnibus database. Then, 18 BC-related-miRNAs were verified in screening and validation sets created using 56 (28 primary BC vs. 28 NCs) and 168 (84 primary BC vs. 84 NCs) serum samples, respectively. Quantitative reverse transcription-PCR (qRT-PCR) was performed to verify the identity of the differential miRNAs. A multi-miRNA panel with superior diagnostic performance was constructed. TCGA and KEGG databases were used to conduct the survival analysis and bioinformatics analysis, respectively.</p><p><strong>Results: </strong>Six serum miRNAs (miR-221-5p, miR-181a-5p, miR-98-5p, miR-15a-5p, miR-222-3p, and miR-197-3p) were significantly aberrantly expressed in the BC patients, while four miRNAs from among them (miR-221-5p, miR-181a-5p, miR-15a-5p, miR-222-3p) were assembled into a panel that showed high diagnostic value (AUC = 0.875, 95% CI: 0.815 - 0.921; sensitivity: 82.14%; and specificity: 85.71%) based on the logistic regression analysis. The survival analysis showed that miR-181a-5p was closely associated with BC prognosis (Log-rank <i>p</i>-value < 0.05).</p><p><strong>Conclusion: </strong>The combination of the four miRNAs (miR-221-5p, miR-181a-5p, miR-15a-5p and miR-222-3p) may be a novel non-invasive serological biomarker for BC screening.</p>\",\"PeriodicalId\":2,\"journal\":{\"name\":\"ACS Applied Bio Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Bio Materials\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/1354750X.2024.2358312\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/5/30 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, BIOMATERIALS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/1354750X.2024.2358312","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/5/30 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0
摘要
背景:膀胱癌(BC)是全球十大常见癌症之一,具有发现晚、诊断年龄早的特点。大量证据表明,早期发现和及时干预可改善膀胱癌的预后。大量证据表明,微小RNA(miRNA)对不同类型的肿瘤具有特异性,而且非常稳定,这表明血清miRNA可作为潜在的癌症诊断标志物。本研究旨在确定合适的血清 miRNA,以建立一个可用于诊断原发性 BC 的面板:方法:本研究从 PubMed 或 Gene Expression Omnibus 数据库中获取了 18 个在 BC 中差异表达的 miRNA。然后,分别使用 56 份(28 份原发性 BC vs. 28 份 NCs)和 168 份(84 份原发性 BC vs. 84 份 NCs)血清样本创建筛选集和验证集,对 18 个 BC 相关 miRNA 进行验证。定量反转录-PCR(qRT-PCR)用于验证差异 miRNA 的身份。构建了一个具有卓越诊断性能的多miRNA面板。研究人员利用 TCGA 和 KEGG 数据库分别进行了生存分析和生物信息学分析:结果:6种血清miRNA(miR-221-5p、miR-181a-5p、miR-98-5p、miR-15a-5p、miR-222-3p和miR-197-3p)在BC患者中显著异常表达,而其中的4种miRNA(miR-221-5p、miR-181a-5p、miR-15a-5p和miR-222-3p)被组合成一个面板,显示出很高的诊断价值(AUC = 0.875,95% CI:0.815 - 0.921;灵敏度:82.14%;特异度:85.71%)。生存分析表明,miR-181a-5p 与 BC 的预后密切相关(Log-rank p 值小于 0.05):结论:四种 miRNA(miR-221-5p、miR-181a-5p、miR-15a-5p 和 miR-222-3p)的组合可能是用于 BC 筛查的一种新型非侵入性血清学生物标志物。
Testing the accuracy of a four serum microRNA panel for the detection of primary bladder cancer: a discovery and validation study.
Background: Bladder cancer (BC) is one of the ten most common cancers worldwide with late detection and early age of diagnosis. There is abundant evidence that early detection and timely intervention can lead to a better prognosis of BC. Substantial evidence has indicated that microRNAs (miRNAs) are specific to different tumour types and are remarkably stable, indicating that serum miRNAs may serve as potential cancer diagnostic markers. This study aimed to identify suitable serum miRNAs to create a panel that can be used to diagnose primary BC.
Methods: In this study, 18 miRNAs that were differentially expressed in BC were obtained from the PubMed or Gene Expression Omnibus database. Then, 18 BC-related-miRNAs were verified in screening and validation sets created using 56 (28 primary BC vs. 28 NCs) and 168 (84 primary BC vs. 84 NCs) serum samples, respectively. Quantitative reverse transcription-PCR (qRT-PCR) was performed to verify the identity of the differential miRNAs. A multi-miRNA panel with superior diagnostic performance was constructed. TCGA and KEGG databases were used to conduct the survival analysis and bioinformatics analysis, respectively.
Results: Six serum miRNAs (miR-221-5p, miR-181a-5p, miR-98-5p, miR-15a-5p, miR-222-3p, and miR-197-3p) were significantly aberrantly expressed in the BC patients, while four miRNAs from among them (miR-221-5p, miR-181a-5p, miR-15a-5p, miR-222-3p) were assembled into a panel that showed high diagnostic value (AUC = 0.875, 95% CI: 0.815 - 0.921; sensitivity: 82.14%; and specificity: 85.71%) based on the logistic regression analysis. The survival analysis showed that miR-181a-5p was closely associated with BC prognosis (Log-rank p-value < 0.05).
Conclusion: The combination of the four miRNAs (miR-221-5p, miR-181a-5p, miR-15a-5p and miR-222-3p) may be a novel non-invasive serological biomarker for BC screening.