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Identification of ZNF331 as a Biomarker for Obstructive Sleep Apnea in Idiopathic Pulmonary Fibrosis Through Integrated Bioinformatics Analysis and Clinical Validation

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Background: Obstructive sleep apnea (OSA) is highly prevalent in patients with idiopathic pulmonary fibrosis (IPF), yet symptom-based screening frequently lacks reliability in this population. We aimed to identify a blood-based b... ...