Transcription profiling by array of three-dimensional human bronchial epithelial cultures (MucilAir) treated with cigarette smoke, sodium hypochlorite (NaClO), tert-butyl hydroquinone (tBHQ), cisplatin, bleomycin, TNF-alpha, and IL-1beta.
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ABSTRACT: Chronic obstructive pulmonary disease (COPD) is combination of progressive lung diseases. The diagnosis of COPD is generally based on the pulmonary function testing, however, difficulties underlie in prognosis of potential or early stage of COPD patients due to the complexity and heterogeneity of the pathogenesis. Transcriptomic technology is expected as one of the solution to resolve such complexities; therefore, we obtained transcriptomic data by in vitro testing with exposures of human 3D cultured bronchial epithelial tissues (MucilAir) to known inducible factors for early events of COPD to identify the potential descriptive marker genes. Fifteen potential biomarker genes were identified by transcriptomic analysis, and 10 out of 15 genes, as well as their coding proteins, have not been previously reported as biomarkers for chronic inflammatory lung diseases. The expression levels of these 15 genes with machine learning classification well distinguished between COPD and non-COPD patients with remarkable accuracy, suggesting these identified genes are potential descriptive marker genes for COPD.
ORGANISM(S): Homo sapiens
SUBMITTER: Kazushi Matsumura
PROVIDER: E-MTAB-7992 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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