A review of current biomarkers in chronic rhinosinusitis with or without nasal polyps.

Expert review of clinical immunology(2023)

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摘要
Endotypes in CRS have still being established, and biomarkers capable of identifying endotypes of CRS are not yet clear. When identifying endotype-based biomarkers, it is necessary to first identify endotypes clarified by cluster analysis for outcomes. With the application of machine learning, the idea of predicting outcomes using a combination of multiple integrated biomarkers, rather than a single biomarker, will become mainstream.
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关键词
Biomarker,chronic rhinosinusitis,endotype,machine learning,precision medicine,type 2 inflammation
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