The COPD Knowledge Base: enabling data analysis and computational simulation in translational COPD research

被引:17
作者
Cano, Isaac [1 ]
Tenyi, Akos [1 ]
Schueller, Christine [2 ]
Wolff, Martin [2 ]
Huertas Miguelanez, M. Mercedes [3 ]
Gomez-Cabrero, David [4 ,5 ]
Antczak, Philipp [6 ]
Roca, Josep [1 ,7 ]
Cascante, Marta [1 ,8 ,9 ]
Falciani, Francesco [6 ]
Maier, Dieter [2 ]
机构
[1] Univ Barcelona, Hosp Clin, Inst Invest Biomed August Pi & Sunyer IDIBAPS, E-08036 Barcelona, Spain
[2] Biomax Informat AG, D-82152 Planegg, Germany
[3] Barcelona Digital, Dept EHlth, Barcelona 08017, Catalunya, Spain
[4] Karolinska Inst, Unit Computat Med, Ctr Mol Med, Dept Med, SE-17176 Stockholm, Sweden
[5] Karolinska Univ Hosp, SE-17176 Stockholm, Sweden
[6] Univ Liverpool, Liverpool L69 7ZB, Merseyside, England
[7] Ctr Invest Biomed Red Enfermedades Resp CIBERES, Bunyola, Balearic Island, Spain
[8] Univ Barcelona, Dept Bioquim & Biol Mol, Fac Biol, E-08028 Barcelona, Spain
[9] Univ Barcelona, IBUB, Fac Biol, E-08028 Barcelona, Spain
关键词
SYSTEMS BIOLOGY; DISEASE; DETERMINANTS; MANAGEMENT; TRANSPORT; DESIGN;
D O I
10.1186/1479-5876-12-S2-S6
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: Previously we generated a chronic obstructive pulmonary disease (COPD) specific knowledge base (http://www.copdknowledgebase.eu) from clinical and experimental data, text-mining results and public databases. This knowledge base allowed the retrieval of specific molecular networks together with integrated clinical and experimental data. Results: The COPDKB has now been extended to integrate over 40 public data sources on functional interaction (e.g. signal transduction, transcriptional regulation, protein-protein interaction, gene-disease association). In addition we integrated COPD-specific expression and co-morbidity networks connecting over 6 000 genes/proteins with physiological parameters and disease states. Three mathematical models describing different aspects of systemic effects of COPD were connected to clinical and experimental data. We have completely redesigned the technical architecture of the user interface and now provide html and web browser-based access and form-based searches. A network search enables the use of interconnecting information and the generation of disease-specific sub-networks from general knowledge. Integration with the Synergy-COPD Simulation Environment enables multi-scale integrated simulation of individual computational models while integration with a Clinical Decision Support System allows delivery into clinical practice. Conclusions: The COPD Knowledge Base is the only publicly available knowledge resource dedicated to COPD and combining genetic information with molecular, physiological and clinical data as well as mathematical modelling. Its integrated analysis functions provide overviews about clinical trends and connections while its semantically mapped content enables complex analysis approaches. We plan to further extend the COPDKB by offering it as a repository to publish and semantically integrate data from relevant clinical trials. The COPDKB is freely available after registration at http://www.copdknowledgebase.eu.
引用
收藏
页数:9
相关论文
共 33 条
[1]  
[Anonymous], 1990, WORLD HLTH STAT Q, V43, P204
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   Ontologies in biology: Design, applications and future challenges [J].
Bard, JBL ;
Rhee, SY .
NATURE REVIEWS GENETICS, 2004, 5 (03) :213-222
[4]   Epigenetic regulation of muscle phenotype and adaptation: a potential role in COPD muscle dysfunction [J].
Barreiro, Esther ;
Sznajder, Jacob I. .
JOURNAL OF APPLIED PHYSIOLOGY, 2013, 114 (09) :1263-1272
[5]   Importance of mitochondrial PO2 in maximal O2 transport and utilization: A theoretical analysis [J].
Cano, I. ;
Mickael, M. ;
Gomez-Cabrero, D. ;
Tegner, J. ;
Roca, J. ;
Wagner, P. D. .
RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY, 2013, 189 (03) :477-483
[6]  
Cascante M, BMC J TRANS IN PRESS
[7]   Gene Expression Omnibus: NCBI gene expression and hybridization array data repository [J].
Edgar, R ;
Domrachev, M ;
Lash, AE .
NUCLEIC ACIDS RESEARCH, 2002, 30 (01) :207-210
[8]   Integrating Pathways of Parkinson's Disease in a Molecular Interaction Map [J].
Fujita, Kazuhiro A. ;
Ostaszewski, Marek ;
Matsuoka, Yukiko ;
Ghosh, Samik ;
Glaab, Enrico ;
Trefois, Christophe ;
Crespo, Isaac ;
Perumal, Thanneer M. ;
Jurkowski, Wiktor ;
Antony, Paul M. A. ;
Diederich, Nico ;
Buttini, Manuel ;
Kodama, Akihiko ;
Satagopam, Venkata P. ;
Eifes, Serge ;
del Sol, Antonio ;
Schneider, Reinhard ;
Kitano, Hiroaki ;
Balling, Rudi .
MOLECULAR NEUROBIOLOGY, 2014, 49 (01) :88-102
[9]   Phenotypic Characterization and Course of Chronic Obstructive Pulmonary Disease in the PAC-COPD Study: Design and Methods [J].
Garcia-Aymerich, J. ;
Gomez, F. P. ;
Anto, J. M. .
ARCHIVOS DE BRONCONEUMOLOGIA, 2009, 45 (01) :4-11
[10]   The human disease network [J].
Goh, Kwang-Il ;
Cusick, Michael E. ;
Valle, David ;
Childs, Barton ;
Vidal, Marc ;
Barabasi, Albert-Laszlo .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (21) :8685-8690