A semantic approach for knowledge capture of microRNA-target gene interactions
Jingshan Huang, Fernando Gutierrez, Dejing Dou, Judith A. Blake, Karen Eilbeck, Darren A. Natale, Barry Smith, Yu Lin, Xiaowei Wang & Zixing Liu
In IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2015),. pp. 975-982 (2015)
Abstract
Research has indicated that microRNAs (miRNAs), a special class of non-coding RNAs (ncRNAs), can perform important roles in different biological and pathological processes. miRNAs’ functions are realized by regulating their respective target genes (targets). It is thus critical to identify and analyze miRNA-target interactions for a better understanding and delineation of miRNAs’ functions. However, conventional knowledge discovery and acquisition methods have many limitations. Fortunately, semantic technologies that are based on domain ontologies can render great assistance in this regard. In our previous investigations, we developed a miRNA domain-specific application ontology, Ontology for MIcroRNA Target (OMIT), to provide the community with common data elements and data exchange standards in the miRNA research. This paper describes (1) our continuing efforts in the OMIT ontology development and (2) the application of the OMIT to enable a semantic approach for knowledge capture of miRNA-target interactions.Author's Profile
My notes
Similar books and articles
OmniSearch: a semantic search system based on the Ontology for MIcroRNA Target for microRNA-target gene interaction data.Jingshan Huang, Fernando Gutierrez, Harrison Strachan, Dou J., Huang Dejing, Smith Weili, Blake Barry, A. Judith, Karen Eilbeck, Darren Natale, Lin A. & Others Yu - 2016 - Journal of Biomedical Semantics 7 (1):1.
OmniSearch: a semantic search system based on the Ontology for MIcroRNA Target Gene Interaction data.Huang Jingshan, Gutierrez Fernando, J. Strachan Harrison, Dou Dejing, Huang Weili, A. Blake Judith, Barry Smith, Eilbeck Karen, A. Natale Darren & Lin Yu - 2016 - Journal of Biomedical Semantics 7 (1):1.
The development of non-coding RNA ontology.Huang Jingshan, Eilbeck Karen, Smith Barry, Blake Judith, A. Dou, Dejing Huang, Weili Natale, A. Darren, Ruttenberg Alan, Huan Jun, Zimmermann Michael & T. Others - 2016 - International Journal of Data Mining and Bioinformatics 15 (3):214--232.
A domain ontology for the non-coding RNA field.Jingshan Huang, Karen Eilbeck, Judith A. Blake, Dejing Dou, Darren A. Natale, Alan Ruttenberg, Barry Smith, Michael T. Zimmermann, Guoqian Jiang & Yu Lin - 2015 - In IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2015). pp. 621-624.
The development of non-coding RNA ontology.Jingshan Huang, Karen Eilbeck, Barry Smith, Judith Blake, Deijing Dou, Weili Huang, Darren Natale, Alan Ruttenberg, Jun Huan, Michael Zimmermann, Guoqian Jiang, Yu Lin, Bin Wu, Harrison Strachan, Nisansa de Silva & Mohan Vamsi Kasukurthi - 2016 - International Journal of Data Mining and Bioinformatics 15 (3):214--232.
Induction of NANOG expression by targeting promoter sequence with small activating RNA antagonizes retinoic acid-induced differentiation.Li Long-Cheng, X. Wang, J. Wang, V. Huang, R. F. Place & L. C. Li - unknown
Axiomatizing semantic theories of truth?Martin Fischer, Volker Halbach, Jönne Kriener & Johannes Stern - 2015 - Review of Symbolic Logic 8 (2):257-278.
Imprinting and looping: epigenetic marks control interactions between regulatory elements.Yuzuru Kato & Hiroyuki Sasaki - 2005 - Bioessays 27 (1):1-4.
Tracking latent domain structures: An integration of pathfinder and Latent Semantic Analysis. [REVIEW]Chaomei Chen - 1997 - AI and Society 11 (1-2):48-62.
Semantic information and the network theory of account.Luciano Floridi - 2012 - Synthese 184 (3):431-454.
Attentional capture by irrelevant emotional distractor faces is contingent on implicit attentional settings.Moshe Glickman & Dominique Lamy - 2017 - Cognition and Emotion 32 (2):303-314.
Analytics
Added to PP
2017-12-01
Downloads
338 (#34,900)
6 months
34 (#38,357)
2017-12-01
Downloads
338 (#34,900)
6 months
34 (#38,357)
Historical graph of downloads
Author's Profile
Citations of this work
The Non-Coding RNA Ontology : a comprehensive resource for the unification of non-coding RNA biology.Huang Jingshan, Eilbeck Karen, Barry Smith, A. Blake Judith, Dou Dejing, Huang Weili, A. Natale Darren, Ruttenberg Alan, Huan Jun & T. Zimmermann Michael - 2016 - Journal of Biomedical Semantics 7 (1).
References found in this work
The Protein Ontology: A structured representation of protein forms and complexes.Darren Natale, Cecilia N. Arighi, Winona C. Barker, Judith A. Blake, Carol J. Bult, Michael Caudy, Harold J. Drabkin, Peter D’Eustachio, Alexei V. Evsikov, Hongzhan Huang, Jules Nchoutmboube, Natalia V. Roberts, Barry Smith, Jian Zhang & Cathy H. Wu - 2011 - Nucleic Acids Research 39 (1):D539-D545.
The RNA Ontology (RNAO): an ontology for integrating RNA sequence and structure data.Robert Hoehndorf, Colin Batchelor, Thomas Bittner, Michel Dumontier, Karen Eilbeck, Rob Knight, Chris J. Mungall, Jane S. Richardson, Jesse Stombaugh & Eric Westhof - 2011 - Applied ontology 6 (1):53-89.