Clinical characteristics and prognosis of patients with acute exacerbations of idiopathic interstitial pneumonia: factor and cluster analyses
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.
Authors
- Naokata Kutsuzawa
- Hiroto Takiguchi (ORCID: https://orcid.org/0000-0001-9540-374X)
- Mari Takahashi (ORCID: https://orcid.org/0000-0002-9995-0019)
- Yukihiro Horio
- Takahisa Takihara
- Fuminari Takahashi
- Keito Enokida
- Noriko Nakamura (ORCID: https://orcid.org/0000-0002-9086-2581)
- Yoko Ito
- Tsuyoshi Oguma
- Koichiro Asano
- Yoshiro Yamamoto
Institutions
- Tokai University (JP)
- Hiratsuka City Hospital (JP)
- Ebina General Hospital (JP)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-04-22
- DOI
- https://doi.org/10.1038/s41598-026-48547-7
- Primary Topic
- Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00