Repository of Research and Investigative Information

Repository of Research and Investigative Information

Baqiyatallah University of Medical Sciences

Signaling network of lipids as a comprehensive scaffold for omics data integration in sputum of COPD patients

(2015) Signaling network of lipids as a comprehensive scaffold for omics data integration in sputum of COPD patients. Biochimica Et Biophysica Acta-Molecular and Cell Biology of Lipids. pp. 1383-1393. ISSN 1388-1981

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Abstract

Chronic obstructive pulmonary disease (COPD) is a heterogeneous and progressive inflammatory condition that has been linked to the dysregulation of many metabolic pathways including lipid biosynthesis. How lipid metabolism could affect disease progression in smokers with COPD remains unclear. We cross-examined the transcriptomics, proteomics, metabolomics, and phenomics data available on the public domain to elucidate the mechanisms by which lipid metabolism is perturbed in COPD. We reconstructed a sputum lipid COPD (SpLiCO) signaling network utilizing active/inactive, and functional/dysfunctional lipid-mediated signaling pathways to explore how lipid-metabolism could promote COPD pathogenesis in smokers. SpLiCO was further utilized to investigate signal amplifiers, distributers, propagators, feed-forward and/or -back loops that link COPD disease severity and hypoxia to disruption in the metabolism of sphingolipids, fatty acids and energy. Also, hypergraph analysis and calculations for dependency of molecules identified several important nodes in the network with modular regulatory and signal distribution activities. Our systems-based analyses indicate that arachidonic acid is a critical and early signal distributer that is upregulated by the sphingolipid signaling pathway in COPD, while hypoxia plays a critical role in the elevated dependency to glucose as a major energy source. Integration of SpLiCo and clinical data shows a strong association between hypoxia and the upregulation of sphingolipids in smokers with emphysema, vascular disease, hypertension and those with increased risk of lung cancer. (C) 2015 Elsevier B.V. All rights reserved.

Item Type: Article
Keywords: COPD Chronic obstructive pulmonary disease Lipid Data integration Multi-omics Multi-layer Network analysis obstructive pulmonary-disease endothelial growth-factor oxidative stress lung inflammation tumor-suppressor gene ontology expression metabolism severity methylation Biochemistry & Molecular Biology Biophysics Cell Biology
Divisions:
Page Range: pp. 1383-1393
Journal or Publication Title: Biochimica Et Biophysica Acta-Molecular and Cell Biology of Lipids
Journal Index: ISI
Volume: 1851
Number: 10
Identification Number: https://doi.org/10.1016/j.bbalip.2015.07.005
ISSN: 1388-1981
Depositing User: مهندس مهدی شریفی
URI: http://eprints.bmsu.ac.ir/id/eprint/5358

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