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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Clinical characteristics and prognosis of patients with acute exacerbations of idiopathic interstitial pneumonia: factor and cluster analyses

Naokata Kutsuzawa, Hiroto Takiguchi, Mari Takahashi, Yukihiro Horio et al.
Scientific Reports
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
article

Clinical characteristics and prognosis of patients with acute exacerbations of idiopathic interstitial pneumonia: factor and cluster analyses

Naokata Kutsuzawa, Hiroto Takiguchi, Mari Takahashi, Yukihiro Horio, Takahisa Takihara, Fuminari Takahashi, Keito Enokida, Noriko Nakamura, Yoko Ito, Tsuyoshi Oguma, Koichiro Asano, Yoshiro Yamamoto
article en

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.

Scientific Reports
Tokai University (JP), Hiratsuka City Hospital (JP), Ebina General Hospital (JP)
Openalex Percentile: Top 16%
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.