Diana Inês Machado, Tiago Brito-Rocha, Sofia Salta, Teresa Monjardino, Rui Henrique, Carmen Jerónimo
{"title":"循环无细胞DNA甲基化作为肺癌检测的生物标志物:诊断研究的系统回顾和荟萃分析。","authors":"Diana Inês Machado, Tiago Brito-Rocha, Sofia Salta, Teresa Monjardino, Rui Henrique, Carmen Jerónimo","doi":"10.1186/s13643-025-02860-w","DOIUrl":null,"url":null,"abstract":"<p><p>Lung cancer (LC) is the most incident malignancy and a leading cause of cancer-related fatalities. The lack of dissemination of effective screening tools hinders early detection, resulting in late-stage diagnosis, mostly associated with high mortality. Gene-specific methylation alterations detected in plasma or serum circulation cell-free DNA (ccfDNA) have been investigated as a possible screening tool. Thus, the main aim of this systematic review and meta-analysis was to critically assess published data on the use of ccfDNA methylation-based biomarkers for detection of LC. PubMed, including MEDLINE and Scopus databases, were systematically searched for eligible articles evaluating the diagnostic performance of ccfDNA methylation alterations in that setting. A bivariate random-effect model was employed to calculate pool estimated sensitivity and specificity. Accuracy subgroup analyses, according to histological subtype, stage, and smoker status were carried out. A total of 1961 articles were retrieved, of which 44 met inclusion criteria. The meta-analysis generated a pooled sensitivity of 54% (CI 95% 48-60%) and a pooled specificity of 86% (CI 95% 83-87%) for LC detection. The most frequently tested host-genome methylation markers were RASSF1 A, APC, SHOX2, SOX17, and HOXA9. Overall, methylation analysis of ccfDNA detects LC with high specificity but modest sensitivity. Further research is required to improve diagnostic performance, establish methodological standards and determine whether this might complement existing screening strategies to increase effectiveness. Systematic review registration PROSPERO CRD42023408964.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":"14 1","pages":"120"},"PeriodicalIF":6.3000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12128315/pdf/","citationCount":"0","resultStr":"{\"title\":\"Circulating cell-free DNA methylation as biomarker for lung cancer detection: a systematic review and meta-analysis of diagnostic studies.\",\"authors\":\"Diana Inês Machado, Tiago Brito-Rocha, Sofia Salta, Teresa Monjardino, Rui Henrique, Carmen Jerónimo\",\"doi\":\"10.1186/s13643-025-02860-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Lung cancer (LC) is the most incident malignancy and a leading cause of cancer-related fatalities. The lack of dissemination of effective screening tools hinders early detection, resulting in late-stage diagnosis, mostly associated with high mortality. Gene-specific methylation alterations detected in plasma or serum circulation cell-free DNA (ccfDNA) have been investigated as a possible screening tool. Thus, the main aim of this systematic review and meta-analysis was to critically assess published data on the use of ccfDNA methylation-based biomarkers for detection of LC. PubMed, including MEDLINE and Scopus databases, were systematically searched for eligible articles evaluating the diagnostic performance of ccfDNA methylation alterations in that setting. A bivariate random-effect model was employed to calculate pool estimated sensitivity and specificity. Accuracy subgroup analyses, according to histological subtype, stage, and smoker status were carried out. A total of 1961 articles were retrieved, of which 44 met inclusion criteria. The meta-analysis generated a pooled sensitivity of 54% (CI 95% 48-60%) and a pooled specificity of 86% (CI 95% 83-87%) for LC detection. The most frequently tested host-genome methylation markers were RASSF1 A, APC, SHOX2, SOX17, and HOXA9. Overall, methylation analysis of ccfDNA detects LC with high specificity but modest sensitivity. Further research is required to improve diagnostic performance, establish methodological standards and determine whether this might complement existing screening strategies to increase effectiveness. 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Circulating cell-free DNA methylation as biomarker for lung cancer detection: a systematic review and meta-analysis of diagnostic studies.
Lung cancer (LC) is the most incident malignancy and a leading cause of cancer-related fatalities. The lack of dissemination of effective screening tools hinders early detection, resulting in late-stage diagnosis, mostly associated with high mortality. Gene-specific methylation alterations detected in plasma or serum circulation cell-free DNA (ccfDNA) have been investigated as a possible screening tool. Thus, the main aim of this systematic review and meta-analysis was to critically assess published data on the use of ccfDNA methylation-based biomarkers for detection of LC. PubMed, including MEDLINE and Scopus databases, were systematically searched for eligible articles evaluating the diagnostic performance of ccfDNA methylation alterations in that setting. A bivariate random-effect model was employed to calculate pool estimated sensitivity and specificity. Accuracy subgroup analyses, according to histological subtype, stage, and smoker status were carried out. A total of 1961 articles were retrieved, of which 44 met inclusion criteria. The meta-analysis generated a pooled sensitivity of 54% (CI 95% 48-60%) and a pooled specificity of 86% (CI 95% 83-87%) for LC detection. The most frequently tested host-genome methylation markers were RASSF1 A, APC, SHOX2, SOX17, and HOXA9. Overall, methylation analysis of ccfDNA detects LC with high specificity but modest sensitivity. Further research is required to improve diagnostic performance, establish methodological standards and determine whether this might complement existing screening strategies to increase effectiveness. Systematic review registration PROSPERO CRD42023408964.
期刊介绍:
Systematic Reviews encompasses all aspects of the design, conduct and reporting of systematic reviews. The journal publishes high quality systematic review products including systematic review protocols, systematic reviews related to a very broad definition of health, rapid reviews, updates of already completed systematic reviews, and methods research related to the science of systematic reviews, such as decision modelling. At this time Systematic Reviews does not accept reviews of in vitro studies. The journal also aims to ensure that the results of all well-conducted systematic reviews are published, regardless of their outcome.