Molecular and clinical diseasome of comorbidities in exacerbated COPD patients

被引:32
作者
Faner, Rosa [1 ]
Gutierrez-Sacristan, Alba [2 ]
Castro-Acosta, Ady [3 ]
Grosdidier, Solene [2 ]
Gan, Wenqi [4 ]
Sanchez-Mayor, Milagros [2 ]
Luis Lopez-Campos, Jose [5 ]
Pozo-Rodriguez, Francisco [3 ]
Sanz, Ferran [2 ]
Mannino, David [4 ]
Furlong, Laura I. [2 ]
Agusti, Alvar [1 ,6 ]
机构
[1] Fundacio Privada Clin Recerca Biomed, Barcelona, Spain
[2] Univ Pompeu Fabra, Hosp del Mar Med Res Inst IMIM, Res Program Biomed Informat GRIB, Integrat Biomed Informat Grp, Barcelona, Spain
[3] Hosp 12 Octubre, Inst Invest, E-28041 Madrid, Spain
[4] Univ Kentucky, Coll Publ Hlth, Dept Prevent Med & Environm Hlth, Lexington, KY USA
[5] Univ Seville, Unidad Med Quirurg Enfermedades Resp, Inst Biomed Sevilla IBiS, Hosp Univ Virgen del Rocio, Seville, Spain
[6] Univ Barcelona, IDIBAPS, Hosp Clin, Thorax Inst, Barcelona, Spain
关键词
OBSTRUCTIVE PULMONARY-DISEASE; NETWORK MEDICINE; SYSTEMIC INFLAMMATION; MYOCARDIAL-INFARCTION; LUNG-FUNCTION; ENDOTHELIN-1; CYTOSCAPE; MORTALITY; OUTCOMES; DECLINE;
D O I
10.1183/13993003.00763-2015
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
The frequent occurrence of comorbidities in patients with chronic obstructive pulmonary disease (COPD) suggests that they may share pathobiological processes and/or risk factors. To explore these possibilities we compared the clinical diseasome and the molecular diseasome of 5447 COPD patients hospitalised because of an exacerbation of the disease. The clinical diseasome is a network representation of the relationships between diseases, in which diseases are connected if they co-occur more than expected at random; in the molecular diseasome, diseases are linked if they share associated genes or interaction between proteins. The results showed that about half of the disease pairs identified in the clinical diseasome had a biological counterpart in the molecular diseasome, particularly those related to inflammation and vascular tone regulation. Interestingly, the clinical diseasome of these patients appears independent of age, cumulative smoking exposure or severity of airflow limitation. These results support the existence of shared molecular mechanisms among comorbidities in COPD.
引用
收藏
页码:1001 / 1010
页数:10
相关论文
共 50 条
[1]   Personalized Respiratory Medicine: Exploring the Horizon, Addressing the Issues Summary of a BRN-AJRCCM Workshop Held in Barcelona on June 12, 2014 [J].
Agusti, Alvar ;
Anto, Josep Maria ;
Auffray, Charles ;
Barbe, Ferran ;
Barreiro, Esther ;
Dorca, Jordi ;
Escarrabill, Joan ;
Faner, Rosa ;
Furlong, Laura I. ;
Garcia-Aymerich, Judith ;
Gea, Joaquim ;
Lindmark, Bertil ;
Monso, Eduard ;
Plaza, Vicente ;
Puhan, Milo A. ;
Roca, Josep ;
Ruiz-Manzano, Juan ;
Sampietro-Colom, Laura ;
Sanz, Ferran ;
Serrano, Luis ;
Sharpe, James ;
Sibila, Oriol ;
Silverman, Edwin K. ;
Sterk, Peter J. ;
Sznajder, Jacob I. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2015, 191 (04) :391-401
[2]   The path to personalised medicine in COPD [J].
Agusti, Alvar .
THORAX, 2014, 69 (09) :857-864
[3]  
Agusti Alvar, 2013, Ann Am Thorac Soc, V10 Suppl, pS125, DOI 10.1513/AnnalsATS.201303-055AW
[4]   Lungs, Bone Marrow, and Adipose Tissue A Network Approach to the Pathobiology of Chronic Obstructive Pulmonary Disease [J].
Agusti, Alvar ;
Barbera, Joan A. ;
Wouters, Emiel F. M. ;
Peinado, Victor I. ;
Jeffery, Peter K. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2013, 188 (12) :1396-1406
[5]   Addressing the Complexity of Chronic Obstructive Pulmonary Disease From Phenotypes and Biomarkers to Scale-Free Networks, Systems Biology, and P4 Medicine [J].
Agusti, Alvar ;
Sobradillo, Patricia ;
Celli, Bartolome .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2011, 183 (09) :1129-1137
[6]   Characterisation of COPD heterogeneity in the ECLIPSE cohort [J].
Agusti, Alvar ;
Calverley, Peter M. A. ;
Celli, Bartolome ;
Coxson, Harvey O. ;
Edwards, Lisa D. ;
Lomas, David A. ;
MacNee, William ;
Miller, Bruce E. ;
Rennard, Steve ;
Silverman, Edwin K. ;
Tal-Singer, Ruth ;
Wouters, Emiel ;
Yates, Julie C. ;
Vestbo, Jorgen .
RESPIRATORY RESEARCH, 2010, 11
[7]   Network medicine -: From obesity to the "Diseasome'' [J].
Barabasi, Albert-Laszlo .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 357 (04) :404-407
[8]   Network medicine: a network-based approach to human disease [J].
Barabasi, Albert-Laszlo ;
Gulbahce, Natali ;
Loscalzo, Joseph .
NATURE REVIEWS GENETICS, 2011, 12 (01) :56-68
[9]   DisGeNET: a Cytoscape plugin to visualize, integrate, search and analyze gene-disease networks [J].
Bauer-Mehren, Anna ;
Rautschka, Michael ;
Sanz, Ferran ;
Furlong, Laura I. .
BIOINFORMATICS, 2010, 26 (22) :2924-2926
[10]   Identification of Clinical Phenotypes Using Cluster Analyses in COPD Patients with Multiple Comorbidities [J].
Burgel, Pierre-Regis ;
Paillasseur, Jean-Louis ;
Roche, Nicolas .
BIOMED RESEARCH INTERNATIONAL, 2014, 2014