代谢组学
代谢物
结直肠癌
医学
肿瘤科
内科学
曲线下面积
生物标志物
风险评估
癌症
生物信息学
生物
计算机科学
生物化学
计算机安全
作者
Teresa Seum,Clara Frick,Rafael Cardoso,Megha Bhardwaj,Michael Hoffmeister,Hermann Brenner
标识
DOI:10.1038/s41698-024-00732-5
摘要
Abstract This systematic review investigates the efficacy of metabolite biomarkers for risk assessment or early detection of colorectal cancer (CRC) and its precursors, focusing on pre-diagnostic biospecimens. Searches in PubMed, Web of Science, and SCOPUS through December 2023 identified relevant prospective studies. Relevant data were extracted, and the risk of bias was assessed with the QUADAS-2 tool. Among the 26 studies included, significant heterogeneity existed for case numbers, metabolite identification, and validation approaches. Thirteen studies evaluated individual metabolites, mainly lipids, while eleven studies derived metabolite panels, and two studies did both. Nine panels were internally validated, resulting in an area under the curve (AUC) ranging from 0.69 to 0.95 for CRC precursors and 0.72 to 1.0 for CRC. External validation was limited to one panel (AUC = 0.72). Metabolite panels and lipid-based biomarkers show promise for CRC risk assessment and early detection but require standardization and extensive validation for clinical use.
科研通智能强力驱动
Strongly Powered by AbleSci AI