A review of current biomarkers in chronic rhinosinusitis with or without nasal polyps.
Expert review of clinical immunology(2023)
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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