Literature DB >> 27573308

Insight: An ontology-based integrated database and analysis platform for epilepsy self-management research.

Satya S Sahoo1, Priya Ramesh2, Elisabeth Welter3, Ashley Bukach3, Joshua Valdez4, Curtis Tatsuoka3, Yvan Bamps5, Shelley Stoll6, Barbara C Jobst7, Martha Sajatovic3.   

Abstract

We present Insight as an integrated database and analysis platform for epilepsy self-management research as part of the national Managing Epilepsy Well Network. Insight is the only available informatics platform for accessing and analyzing integrated data from multiple epilepsy self-management research studies with several new data management features and user-friendly functionalities. The features of Insight include, (1) use of Common Data Elements defined by members of the research community and an epilepsy domain ontology for data integration and querying, (2) visualization tools to support real time exploration of data distribution across research studies, and (3) an interactive visual query interface for provenance-enabled research cohort identification. The Insight platform contains data from five completed epilepsy self-management research studies covering various categories of data, including depression, quality of life, seizure frequency, and socioeconomic information. The data represents over 400 participants with 7552 data points. The Insight data exploration and cohort identification query interface has been developed using Ruby on Rails Web technology and open source Web Ontology Language Application Programming Interface to support ontology-based reasoning. We have developed an efficient ontology management module that automatically updates the ontology mappings each time a new version of the Epilepsy and Seizure Ontology is released. The Insight platform features a Role-based Access Control module to authenticate and effectively manage user access to different research studies. User access to Insight is managed by the Managing Epilepsy Well Network database steering committee consisting of representatives of all current collaborating centers of the Managing Epilepsy Well Network. New research studies are being continuously added to the Insight database and the size as well as the unique coverage of the dataset allows investigators to conduct aggregate data analysis that will inform the next generation of epilepsy self-management studies.
Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.

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Year:  2016        PMID: 27573308      PMCID: PMC5010027          DOI: 10.1016/j.ijmedinf.2016.06.009

Source DB:  PubMed          Journal:  Int J Med Inform        ISSN: 1386-5056            Impact factor:   4.046


  29 in total

1.  An ontology-driven semantic mashup of gene and biological pathway information: application to the domain of nicotine dependence.

Authors:  Satya S Sahoo; Olivier Bodenreider; Joni L Rutter; Karen J Skinner; Amit P Sheth
Journal:  J Biomed Inform       Date:  2008-02-29       Impact factor: 6.317

2.  Epilepsy Care in the World: results of an ILAE/IBE/WHO Global Campaign Against Epilepsy survey.

Authors:  Tarun Dua; Hanneke M de Boer; Leonid L Prilipko; Shekhar Saxena
Journal:  Epilepsia       Date:  2006-07       Impact factor: 5.864

3.  Implementation of an epilepsy self-management protocol.

Authors:  Kimberly A Cole; Phyllis M Gaspar
Journal:  J Neurosci Nurs       Date:  2015-02       Impact factor: 1.230

4.  Managing information well: Toward an ontology-driven informatics platform for data sharing and secondary use in epilepsy self-management research centers.

Authors:  Satya S Sahoo; Guo-Qiang Zhang; Yvan Bamps; Robert Fraser; Shelley Stoll; Samden D Lhatoo; Curtis Tatsuoka; Johnny Sams; Elisabeth Welter; Martha Sajatovic
Journal:  Health Informatics J       Date:  2015-03-13       Impact factor: 2.681

5.  Epilepsy self-management: partial replication and extension.

Authors:  C DiIorio; B Faherty; B Manteuffel
Journal:  Res Nurs Health       Date:  1994-06       Impact factor: 2.228

6.  Impact of nonadherence to antiepileptic drugs on health care utilization and costs: findings from the RANSOM study.

Authors:  R Edward Faught; Jennifer R Weiner; Annie Guérin; Marianne C Cunnington; Mei Sheng Duh
Journal:  Epilepsia       Date:  2008-10-03       Impact factor: 5.864

7.  Epilepsy and seizure ontology: towards an epilepsy informatics infrastructure for clinical research and patient care.

Authors:  Satya S Sahoo; Samden D Lhatoo; Deepak K Gupta; Licong Cui; Meng Zhao; Catherine Jayapandian; Alireza Bozorgi; Guo-Qiang Zhang
Journal:  J Am Med Inform Assoc       Date:  2013-05-18       Impact factor: 4.497

Review 8.  Does gender influence susceptibility and consequences of acquired epilepsies?

Authors:  Piero Perucca; Peter Camfield; Carol Camfield
Journal:  Neurobiol Dis       Date:  2014-05-27       Impact factor: 5.996

9.  Economic impact of epilepsy in the United States.

Authors:  Dokyoung Yoon; Kevin D Frick; Deborah A Carr; Joan K Austin
Journal:  Epilepsia       Date:  2009-06-08       Impact factor: 5.864

10.  The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data.

Authors:  Sebastian Köhler; Sandra C Doelken; Christopher J Mungall; Sebastian Bauer; Helen V Firth; Isabelle Bailleul-Forestier; Graeme C M Black; Danielle L Brown; Michael Brudno; Jennifer Campbell; David R FitzPatrick; Janan T Eppig; Andrew P Jackson; Kathleen Freson; Marta Girdea; Ingo Helbig; Jane A Hurst; Johanna Jähn; Laird G Jackson; Anne M Kelly; David H Ledbetter; Sahar Mansour; Christa L Martin; Celia Moss; Andrew Mumford; Willem H Ouwehand; Soo-Mi Park; Erin Rooney Riggs; Richard H Scott; Sanjay Sisodiya; Steven Van Vooren; Ronald J Wapner; Andrew O M Wilkie; Caroline F Wright; Anneke T Vulto-van Silfhout; Nicole de Leeuw; Bert B A de Vries; Nicole L Washingthon; Cynthia L Smith; Monte Westerfield; Paul Schofield; Barbara J Ruef; Georgios V Gkoutos; Melissa Haendel; Damian Smedley; Suzanna E Lewis; Peter N Robinson
Journal:  Nucleic Acids Res       Date:  2013-11-11       Impact factor: 16.971

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  4 in total

1.  Depression and quality of life among African Americans with epilepsy: Findings from the Managing Epilepsy Well (MEW) Network integrated database.

Authors:  Robin E McGee; Martha Sajatovic; Rakale C Quarells; Erika K Johnson; Hongyan Liu; Tanya M Spruill; Robert T Fraser; Mary Janevic; Cam Escoffery; Nancy J Thompson
Journal:  Epilepsy Behav       Date:  2019-04-08       Impact factor: 2.937

2.  Correlates of quality of life among individuals with epilepsy enrolled in self-management research: From the US Centers for Disease Control and Prevention Managing Epilepsy Well Network.

Authors:  Martha Sajatovic; Curtis Tatsuoka; Elisabeth Welter; Daniel Friedman; Tanya M Spruill; Shelley Stoll; Satya S Sahoo; Ashley Bukach; Yvan A Bamps; Joshua Valdez; Barbara C Jobst
Journal:  Epilepsy Behav       Date:  2017-01-27       Impact factor: 2.937

3.  Enhancing Multi-Center Patient Cohort Studies in the Managing Epilepsy Well (MEW) Network: Integrated Data Integration and Statistical Analysis.

Authors:  Xinting Hong; Chang Liu; Hasina Momotaz; Kristin Cassidy; Martha Sajatovic; Satya S Sahoo
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

4.  Depressive Symptoms in Older versus Younger People with Epilepsy: Findings from an Integrated Epilepsy Self-Management Clinical Research Dataset.

Authors:  Zaira Khalid; Hasina Momotaz; Farren Briggs; Kristin A Cassidy; Naomi S Chaytor; Robert T Fraser; Mary R Janevic; Barbara Jobst; Erica K Johnson; Peter Scal; Tanya M Spruill; Betsy K Wilson; Martha Sajatovic
Journal:  J Multidiscip Healthc       Date:  2019-12-03
  4 in total

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