{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["10"],"submitter":["Li X"],"pubmed_abstract":["Animal bile is an important component of natural medicine and is widely used in clinical treatment. However, it is easy to cause mixed applications during processing, resulting in uneven quality, which seriously affects and harms the interests and health of consumers. Bile acids are the major bioactive constituents of bile and contain a variety of isomeric constituents. Although the components are structurally similar, they exhibit different pharmacological activities. Identifying the characteristics of each animal bile is particularly important for processing and reuse. It is necessary to establish an accurate analysis method to distinguish different types of animal bile. We evaluated the biological activity of key feature markers from various animal bile samples. In this study, a strateg"],"journal":["Frontiers in chemistry"],"pagination":["1005843"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC9627196"],"repository":["biostudies-literature"],"pubmed_title":["An integrated strategy combining metabolomics and machine learning for the evaluation of bioactive markers that differentiate various bile."],"pmcid":["PMC9627196"],"pubmed_authors":["Liang C","Li X","Ding H","Li Y","Su R","Yao Y","Luo Z","Zhang H","Zhou G","Wang X"],"additional_accession":[]},"is_claimable":false,"name":"An integrated strategy combining metabolomics and machine learning for the evaluation of bioactive markers that differentiate various bile.","description":"Animal bile is an important component of natural medicine and is widely used in clinical treatment. However, it is easy to cause mixed applications during processing, resulting in uneven quality, which seriously affects and harms the interests and health of consumers. Bile acids are the major bioactive constituents of bile and contain a variety of isomeric constituents. Although the components are structurally similar, they exhibit different pharmacological activities. Identifying the characteristics of each animal bile is particularly important for processing and reuse. It is necessary to establish an accurate analysis method to distinguish different types of animal bile. We evaluated the biological activity of key feature markers from various animal bile samples. In this study, a strateg","dates":{"release":"2022-01-01T00:00:00Z","publication":"2022","modification":"2025-04-05T12:34:15.674Z","creation":"2025-02-19T00:31:52.208Z"},"accession":"S-EPMC9627196","cross_references":{"pubmed":["36339047"],"doi":["10.3389/fchem.2022.1005843"]}}