ArticleScientific reports2026
Clinical characteristics and prognosis of patients with acute exacerbations of idiopathic interstitial pneumonia: factor and cluster analyses.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Acute exacerbation of idiopathic interstitial pneumonia (AE-IIP) is a major cause of death in patients with idiopathic pulmonary fibrosis (IPF) or related conditions. Various individual clinical indicators have been reported as prognostic indicators of AE-IIP; however, composite parameters may allow more accurate prediction of prognosis. We retrospectively analyzed patients admitted to two university hospitals with AE-IIP between January 2007 and March 2021. Exploratory factor analysis was conducted using 22 clinical, laboratory, and radiological indicators, followed by cluster analysis using factor scores. Eighty-four patients (median age, 76 years; 71 [85%] males) admitted for AE-IIP, including 60 (71%) patients with IPF, were included in the analysis. Exploratory factor analysis identified four components associated with usual interstitial pneumonia/IPF, systemic inflammatory response syndrome, lung injury, and smoking-related disease, respectively. Cluster analysis using the factor scores of these four components identified four clusters that demonstrated significantly different mortality rates within 90 days of admission (P = 0.006). Overall, this study suggests that the assessment of the four components composed of multiple clinical, laboratory, and radiological indicators may help classify AE-IIP cases into four clusters with potentially different short-term prognoses.
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