Improving Interpretation of Cardiac Phenotypes and Enhancing Discovery With Expanded Knowledge in the Gene Ontology

被引:17
作者
Lovering, Ruth C. [1 ]
Roncaglia, Paola [3 ,4 ]
Howe, Douglas G. [5 ]
Laulederkind, Stanley J. F. [6 ]
Khodiyar, Varsha K. [1 ]
Berardini, Tanya Z. [4 ,7 ]
Tweedie, Susan [8 ]
Foulger, Rebecca E. [1 ]
Osumi-Sutherland, David [3 ,4 ]
Campbell, Nancy H. [1 ]
Huntley, Rachael P. [1 ]
Talmud, Philippa J. [1 ]
Blake, Judith A. [4 ,9 ]
Breckenridge, Ross [2 ]
Riley, Paul R. [10 ]
Lambiase, Pier D. [1 ]
Elliott, Perry M. [1 ]
Clapp, Lucie [1 ]
Tinker, Andrew [11 ]
Hill, David P. [4 ,9 ]
机构
[1] UCL, Inst Cardiovasc Genet, London, England
[2] UCL, Metab & Expt Therapeut, Div Med, London, England
[3] EBI, EMBL, Hinxton, England
[4] Univ Oregon, Gene Ontol Consortium, Eugene, OR 97403 USA
[5] Univ Oregon, Zebrafish Model Organism Database, Eugene, OR 97403 USA
[6] Med Coll Wisconsin, Rat Genome Database, Human Mol Genet Ctr, Milwaukee, WI 53226 USA
[7] Phoenix Bioinformat, Arabidopsis Informat Resource, Fremont, CA USA
[8] Univ Cambridge, FlyBase, Cambridge, England
[9] Jackson Lab, Mouse Genome Informat, 600 Main St, Bar Harbor, ME 04609 USA
[10] Univ Oxford, Dept Physiol Anat & Genet, Oxbridge BHF Ctr Regenerat Med, Oxford, England
[11] Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Heart Ctr, London, England
来源
CIRCULATION-GENOMIC AND PRECISION MEDICINE | 2018年 / 11卷 / 02期
基金
英国医学研究理事会;
关键词
arrhythmias; cardiac; data curation; electrophysiology; gene ontology; genetics; transcriptome; FUNCTIONAL ANNOTATION; TOOL; CONDUCTION; MICRORNAS; ASSOCIATION; GUIDELINES; ZEBRAFISH; VARIANTS; DATABASE; SODIUM;
D O I
10.1161/CIRCGEN.117.001813
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND: A systems biology approach to cardiac physiology requires a comprehensive representation of how coordinated processes operate in the heart, as well as the ability to interpret relevant transcriptomic and proteomic experiments. The Gene Ontology (GO) Consortium provides structured, controlled vocabularies of biological terms that can be used to summarize and analyze functional knowledge for gene products. METHODS AND RESULTS: In this study, we created a computational resource to facilitate genetic studies of cardiac physiology by integrating literature curation with attention to an improved and expanded ontological representation of heart processes in the Gene Ontology. As a result, the Gene Ontology now contains terms that comprehensively describe the roles of proteins in cardiac muscle cell action potential, electrical coupling, and the transmission of the electrical impulse from the sinoatrial node to the ventricles. Evaluating the effectiveness of this approach to inform data analysis demonstrated that Gene Ontology annotations, analyzed within an expanded ontological context of heart processes, can help to identify candidate genes associated with arrhythmic disease risk loci. CONCLUSIONS: We determined that a combination of curation and ontology development for heart-specific genes and processes supports the identification and downstream analysis of genes responsible for the spread of the cardiac action potential through the heart. Annotating these genes and processes in a structured format facilitates data analysis and supports effective retrieval of gene-centric information about cardiac defects.
引用
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页数:11
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    Binns, David
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    Huntley, Rachael
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    Apweiler, Rolf
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    Christie, K. R.
    Dolan, M. E.
    Drabkin, H. J.
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    Ni, L.
    Sitnikov, D.
    Burgess, S.
    Buza, T.
    Gresham, C.
    McCarthy, F.
    Pillai, L.
    Wang, H.
    Carbon, S.
    Dietze, H.
    Lewis, S. E.
    Mungall, C. J.
    Munoz-Torres, M. C.
    Feuermann, M.
    Gaudet, P.
    Basu, S.
    Chisholm, R. L.
    Dodson, R. J.
    Fey, P.
    Mi, H.
    Thomas, P. D.
    Muruganujan, A.
    Poudel, S.
    Hu, J. C.
    Aleksander, S. A.
    McIntosh, B. K.
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    Siegele, D. A.
    Attrill, H.
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    Tweedie, S.
    Lomax, J.
    Osumi-Sutherland, D.
    Parkinson, H.
    Roncaglia, P.
    Lovering, R. C.
    Talmud, P. J.
    Humphries, S. E.
    Denny, P.
    Campbell, N. H.
    Foulger, R. E.
    Chibucos, M. C.
    Giglio, M. Gwinn
    Chang, H. Y.
    Finn, R.
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D1049 - D1056
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    Fong, Vincent
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    [J]. JOURNAL OF PROTEOME RESEARCH, 2009, 8 (04) : 1887 - 1901