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Updated: Aug 1, 2026

Bronchoalveolar Lavage of Murine Lungs to Analyze Inflammatory Cell Infiltration
Published on: May 4, 2017
Characterization of Interstitial Lung Disease Subtypes by Bronchoalveolar Lavage Cytokine Profiles: A Cluster-Based
Kazuhiro Kurasawa1, Ayae Tanaka1, Tomoyuki Miyao1
1Department of Rheumatology, Dokkyo Medical University, Mibu, Tochigi 321-0293, Japan.
Objective:
To identify subgroups of ILD based on BALF cytokine profiles using cluster analysis and explore their clinical relevance and relationship with traditional disease classification, with particular focus on rheumatoid arthritis-associated ILD (RA-ILD).
Methods:
We reanalyzed the BALF cytokine dataset. BALF samples were collected from 84 patients with various types of ILDs, including 14 with IPF, 18 with NSIP, 6 with organizing pneumonia, 17 with sarcoidosis, 19 with myositis-associated ILD, and 10 with RA-ILD. A multiplex bead assay was used to measure the levels of the 17 cytokines. Cluster, principal component, cosine similarity, and discriminant analyses were performed to identify cytokine-based subgroups and investigate their clinical associations.
Results:
Three distinct cytokine clusters were identified: Cluster 1, characterized by high cytokine levels; Cluster 2, moderate levels; and Cluster 3, low expression. Cluster 1 was associated with a poor prognosis, whereas Cluster 3 was associated with favorable outcomes. No significant associations were found between the clusters and traditional disease classifications, except for cluster 3 and sarcoidosis. RA-ILD cases mainly appeared in Clusters 1 and 2, together with other ILDs, except sarcoidosis, and exhibited cytokine profiles similar to usual interstitial pneumonia IPF/NSIP. However, RA-ILD was uniquely characterized by elevated interleukin-17 and granulocyte-macrophage colony-stimulating factor levels, setting it apart from IPF/NSIP.
Conclusions:
BALF cytokine profiling identified prognostically relevant ILD subgroups, independent of the traditional classification. RA-ILD shares cytokine profiles with IPF/NSIP but also exhibits distinct signatures. These results suggest that intrapulmonary cytokine profiling could serve as a tool for ILD stratification.
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