HIGHLIGHTS
SUMMARY
Bronchoalveolar lavage (BAL) is the subject of a common ancillary test for IPF diagnosis (Meyer et_al, 2012; Patel et_al, 2021). Since bronchoalveolar lavage fluid (BALF) better reflects the exudation of inflammatory factors and mediators in IPF and improves the accuracy of IPF biomarker construction, BAL cell samples were selected for both the training and validation sets of this study (Xia et_al, 2021; Wang et_al, 2022). Idiopathic pulmonary fibrosis (IPF) is an interstitial lung disease; Its causes are unknown but may be associated with genetic, environmental, and occupational exposure (Taskar and Coultas, 2006; Park et_al . . .
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