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ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials

ABSTRACT: Recent regenerative medicine studies have emphasized the need for increased standardization, harmonization and sharing of information related to stem cell product characterization, to help drive these innovative interventions toward public availability and to increase collaboration in the...

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Autores principales: Borziak, Kirill, Parvanova, Irena, Finkelstein, Joseph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8218701/
https://www.ncbi.nlm.nih.gov/pubmed/34156448
http://dx.doi.org/10.1093/database/baab038
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author Borziak, Kirill
Parvanova, Irena
Finkelstein, Joseph
author_facet Borziak, Kirill
Parvanova, Irena
Finkelstein, Joseph
author_sort Borziak, Kirill
collection PubMed
description ABSTRACT: Recent regenerative medicine studies have emphasized the need for increased standardization, harmonization and sharing of information related to stem cell product characterization, to help drive these innovative interventions toward public availability and to increase collaboration in the scientific community. Although numerous attempts and numerous databases have been made to manage these data, a platform that incorporates all the heterogeneous data collected from stem cell projects into a harmonized project-based framework is still lacking. The aim of the database, which is described in this study, is to provide an intelligent informatics solution that integrates comprehensive characterization of diverse stem cell product characteristics with research subject and project outcome information. In the resulting platform, heterogeneous data are validated using predefined ontologies and stored in a relational database, to ensure data quality and ease of access. Testing was performed using 51 published, publically available induced pluripotent stem cell projects conducted in clinical, preclinical and in-vitro evaluations. Future aims of this project include further increasing the database size to include all published stem cell trials and develop additional data visualization tools to improve usability. Our testing demonstrated the robustness of the proposed platform, by seamlessly harmonizing diverse common data elements, and the potential of this platform for driving knowledge generation from the aggregation and harmonization of these diverse data. DATABASE URL: https://remedy.mssm.edu/
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spelling pubmed-82187012021-06-23 ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials Borziak, Kirill Parvanova, Irena Finkelstein, Joseph Database (Oxford) Original Article ABSTRACT: Recent regenerative medicine studies have emphasized the need for increased standardization, harmonization and sharing of information related to stem cell product characterization, to help drive these innovative interventions toward public availability and to increase collaboration in the scientific community. Although numerous attempts and numerous databases have been made to manage these data, a platform that incorporates all the heterogeneous data collected from stem cell projects into a harmonized project-based framework is still lacking. The aim of the database, which is described in this study, is to provide an intelligent informatics solution that integrates comprehensive characterization of diverse stem cell product characteristics with research subject and project outcome information. In the resulting platform, heterogeneous data are validated using predefined ontologies and stored in a relational database, to ensure data quality and ease of access. Testing was performed using 51 published, publically available induced pluripotent stem cell projects conducted in clinical, preclinical and in-vitro evaluations. Future aims of this project include further increasing the database size to include all published stem cell trials and develop additional data visualization tools to improve usability. Our testing demonstrated the robustness of the proposed platform, by seamlessly harmonizing diverse common data elements, and the potential of this platform for driving knowledge generation from the aggregation and harmonization of these diverse data. DATABASE URL: https://remedy.mssm.edu/ Oxford University Press 2021-06-22 /pmc/articles/PMC8218701/ /pubmed/34156448 http://dx.doi.org/10.1093/database/baab038 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Borziak, Kirill
Parvanova, Irena
Finkelstein, Joseph
ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials
title ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials
title_full ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials
title_fullStr ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials
title_full_unstemmed ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials
title_short ReMeDy: a platform for integrating and sharing published stem cell research data with a focus on iPSC trials
title_sort remedy: a platform for integrating and sharing published stem cell research data with a focus on ipsc trials
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8218701/
https://www.ncbi.nlm.nih.gov/pubmed/34156448
http://dx.doi.org/10.1093/database/baab038
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AT finkelsteinjoseph remedyaplatformforintegratingandsharingpublishedstemcellresearchdatawithafocusonipsctrials