Integrative multi‐omics approach for mechanism of humidifier disinfectant‐associated lung injury
Dear Editor, Inhalational exposure to toxic chemicals present in humidifier disinfectant (HD), such as polyhexamethylene guanidine (PHMG), was identified as a cause of the serious lung injury,1-3 and this fatal humidifier disinfectant-associated lung injury (HDLI), as characterized by rapid progression of respiratory failure with lung fibrosis and frequent air leak syndrome with high mortality, was classified as a subcategory of interstitial lung diseases (ILDs).4, 5 However, differences in clinical progression, high mortality (44–58%), and pathology between HDLI and previously identified ILDs have aroused interest over the mechanisms of these serious lung diseases.1, 2, 6 The aim of the present study was to explore regulatory molecules and gain insight into the comprehensive biological processes associated with HDLI using integrated multispecies multi-omics of human and rat lung tissues exposed to PHMG. Study subjects and their clinical characteristics are summarized in Tables S1 and S2. The most common symptoms at admission were coughing and tachypnea in children with HDLI, and chest wall retraction and cyanosis in adult patients with HDLI. A global expression showed a distinct clustering of patients with HDLI from controls (Figure 1A,B). Among the differentially expressed genes (DEGs) as shown in Table S3, given the overproduction of collagen during pulmonary fibrosis, significant up-regulation of collagen-related gene of top COL1A2 (log2 fold change = 2.58, PFDR = 0.04) in the present study was notable. Further comparison of gene expressions between human and rat lung tissues (Tables S4 and S5, Figure S1) relative to controls identified eight overlapping genes (Table S6, Figure 1C). Among them, several genes (including MMP2, SERPINF1, and A2M) have been previously reported to be associated with lung diseases such as idiopathic pulmonary fibrosis (IPF). In the ingenuity pathway analysis (IPA), significant networks, canonical pathway, and disease/bio-function were predicted in human lung tissues with HDLI and rat lung tissues exposed to PHMG (Tables S7–S9). Notably, hepatic "fibrosis" in canonical pathway and respiratory disease in network and disease/bio-function were predicted to be related to HDLI. Interactome network analysis revealed higher DEG enrichment in interacting together rather than control genes (Figure S2), indicating that genes engaging in significant interactions with DEGs might play a disease-associated role. Moreover, this interaction landscape reflected the proteome results (Figure 1D, Figure S3, Table S10): the interaction enrichment of DEGs showed a strong positive correlation (r = 0.637, p < 0.001) with interaction enrichment of differentially expressed proteins (DEPs) based on protein expression analysis (Figure S4, Table S11). Intriguingly, MMP2, which was a core gene and consistently identified in both human and rat transcriptome datasets, was found to interact strong with DEGs in both children and adults (Figure 2A), and increased MMP2 protein levels were observed in formalin-fixed paraffin-embedded (FFPE) specimens, along with hypo-methylation in transcription start site and promoter regions of MMP2 (Figure 2B, Figure S5). In further re-analysis based on gene expression profiles from children (Table S12) and adults (Table S13), similarly and differentially enriched pathways between children and adults were predicted (Figure 2C,D, Table S14). The well-established fibrosis-related TGF-β/SMAD signaling was the major pathway identified in adults (Figures 2D and 3A,B, Tables S14 and S15), while other potential pathways were identified in children, of which integrin signaling (Figures 2D and 3C,D; p = 0.002, adjusted p = 0.02 in Tables S14 and S16) appeared to be the most important among child-specific signaling pathways, as also shown in gene set enrichment analysis (GSEA) analysis (Figure 3E). Based on our transcriptomic/proteomic profiling and network analysis results, different MMP2-mediated mechanisms appear to operate in children and adults during HDLI development, suggesting that pre-exposure to toxic materials in the environment may affect apoptosis signaling in adults. Furthermore, exposure to toxic PHMG-containing HD may promote activation of TGF-β/SMAD signaling in adults. Meanwhile, different signaling pathways were observed in children with HDLI and integrin (also known as a potential activator of MMPs and mediator of fibrosis and TGF-β activation)7 was identified to be crucial in children with HDLI (Figure 4A). The present study further compared pathways identified from interactome network analysis of HDLI and IPF (the most common subtype of ILDs in adults) using previously reported IPF transcriptome data (Table S17) compared to public datasets.8 Extracellular matrix (ECM)–receptor interaction and integrin signaling pathways were enriched in the patients with HDLI (Figure 4B). The integrin signaling pathway plays a role in fibrosis associated with human diseases and has a possible relationship to the CCKR and EFG receptor pathways (highly significant in both adults and children, Table S14) associated with fibrosis.9, 10 These differences in pathways relevant to HDLI and IPF, along with highly replicated enrichment of transcriptomes in the lung tissues of humans and rats exposed to PHMG (Figure 4C), imply that the potential mechanisms related to HDLI may differ between IPF and other types of pulmonary fibrosis. The predictions from the lung transcriptomes of PHMG-exposed rats revealed similar signaling pathways with those previously reported in pulmonary fibrosis (Table S18); however, there were differences between the PHMG-exposed rats and clinical cases of fibroblast activation and pulmonary fibrosis regarding STAT3, endothelin-1, and Wnt/β-catenin signaling pathways, suggesting that PHMG exposure has a distinct pathogenesis from other fibrotic lung diseases. Limitations of the present study are the relatively small number of samples, due to the scarcity of HDLI patients and the low availability of human lung tissues, and insufficient evaluation of the functions of the identified candidates. Although disease severity, stage, and progression during tissue acquisition might affect gene expression, we were unable to account for this factor in the present work. However, to minimize this, we analyzed lung samples during the acute phase, and replicated human expression changes in the rat model following exposure to PHMG. In addition, we integrated multispecies multi-omics (human transcriptomics, methylation, proteomics, and rat transcriptomics) approaches, and performed interactome network analysis, to avoid issues with its low coverage in analyzed data. In summary, this study identified several DEGs and further validated DEPs in HDLI, along with differences in mechanisms between children and adults and human–rat commonality, hoping that these results may provide new insight into the HDLI pathogenesis and chemical-induced lung injury and fibrosis. We offer our sincerest sympathy to patients with HDLI and their families, and thank them for participating in the study. This study was funded by the Korea Ministry of Environment (MOE) as the Environmental Health Action Program (2016001360006), and was supported by the Environmental Health Center for Hazardous Chemical Exposure (2017) funded by the Ministry of Environment (MOE) of the Republic of Korea. The authors declare that there is no conflict of interest. Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
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