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A protocol for investigating lipidomic dysregulation and discovering lipid biomarkers from human serums.


ABSTRACT: Lipids play important roles in various human diseases. Disease-associated lipid dysregulation and biomarkers could provide molecular clues for diagnosis, pathogenesis, and therapy. This protocol provides a step-by-step workflow to investigate lipid dysregulation and discover biomarkers in human serum samples by liquid chromatography-mass spectrometry (LC-MS)-based lipidomics and machine learning analysis. The workflow includes project design, serum collection, sample preparation, data acquisition, data processing, and machine learning analysis. For complete details on the use and execution of this profile, please refer to Hao et al. (2021).

SUBMITTER: Chen M 

PROVIDER: S-EPMC8814823 | biostudies-literature | 2022 Mar

REPOSITORIES: biostudies-literature

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A protocol for investigating lipidomic dysregulation and discovering lipid biomarkers from human serums.

Chen Moran M   Hao Yanhong Y   Chen Suming S  

STAR protocols 20220202 1


Lipids play important roles in various human diseases. Disease-associated lipid dysregulation and biomarkers could provide molecular clues for diagnosis, pathogenesis, and therapy. This protocol provides a step-by-step workflow to investigate lipid dysregulation and discover biomarkers in human serum samples by liquid chromatography-mass spectrometry (LC-MS)-based lipidomics and machine learning analysis. The workflow includes project design, serum collection, sample preparation, data acquisitio  ...[more]

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