Identifier to cite or link to this item: http://hdl.handle.net/20.500.13003/11124
Network medicine analysis of COPD multimorbidities
Identifiers
ISSN: 1465-993X
eISSN: 1465-9921
WOS ID: 000342372400001
Scopus EID: 2-s2.0-84907400402
PMID: 25248857
Embase PUI: L600060352
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2014-09-24Document type
research articleCitation
Grosdidier S, Ferrer A, Faner R, Pinero J, Roca J, Cosio BG, et al. Network medicine analysis of COPD multimorbidities. Respir Res. 2014 Sep 24;15:111.Abstract
Background: Patients with chronic obstructive pulmonary disease (COPD) often suffer concomitant disorders that worsen significantly their health status and vital prognosis. The pathogenic mechanisms underlying COPD multimorbidities are not completely understood, thus the exploration of potential molecular and biological linkages between COPD and their associated diseases is of great interest. Methods: We developed a novel, unbiased, integrative network medicine approach for the analysis of the diseasome, interactome, the biological pathways and tobacco smoke exposome, which has been applied to the study of 16 prevalent COPD multimorbidities identified by clinical experts. Results: Our analyses indicate that all COPD multimorbidities studied here are related at the molecular and biological level, sharing genes, proteins and biological pathways. By inspecting the connections of COPD with their associated diseases in more detail, we identified known biological pathways involved in COPD, such as inflammation, endothelial dysfunction or apoptosis, serving as a proof of concept of the methodology. More interestingly, we found previously overlooked biological pathways that might contribute to explain COPD multimorbidities, such as hemostasis in COPD multimorbidities other than cardiovascular disorders, and cell cycle pathway in the association of COPD with depression. Moreover, we also observed similarities between COPD multimorbidities at the pathway level, suggesting common biological mechanisms for different COPD multimorbidities. Finally, chemicals contained in the tobacco smoke target an average of 69% of the identified proteins participating in COPD multimorbidities. Conclusions: The network medicine approach presented here allowed the identification of plausible molecular links between COPD and comorbid diseases, and showed that many of them are targets of the tobacco exposome, proposing new areas of research for understanding the molecular underpinning of COPD multimorbidities.
Publisher version
https://dx.doi.org/10.1186/s12931-014-0111-4Keywords
DiseasomeSystems biology
Network medicine
Comorbidity
Multimorbidity
COPD
Tobacco chemicals
MeSH
Pulmonary Disease, Chronic ObstructiveSmoke
Gene Expression Regulation
Humans
Smoking
Health Status
Prognosis
Protein Interaction Maps
Gene Regulatory Networks
Risk Factors
Signal Transduction
Comorbidity
Systems Biology
Prevalence
Systems Integration
DeCS
Transducción de SeñalIntegración de Sistemas
Comorbilidad
Prevalencia
Mapas de Interacción de Proteínas
Regulación de la Expresión Génica
Humo
Fumar
Enfermedad Pulmonar Obstructiva Crónica
Factores de Riesgo
Biología de Sistemas
Humanos
Estado de Salud
Pronóstico
Redes Reguladoras de Genes
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Hospital Universitario Son Espases - HUSE > Comunicación científicaInstituto de Investigación Sanitaria Islas Baleares - IDISBA > Comunicación científica