Cargando…
The Genomics Research and Innovation Network: creating an interoperable, federated, genomics learning system
PURPOSE: Clinicians and researchers must contextualize a patient’s genetic variants against population-based references with detailed phenotyping. We sought to establish globally scalable technology, policy, and procedures for sharing biosamples and associated genomic and phenotypic data on broadly...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7000325/ https://www.ncbi.nlm.nih.gov/pubmed/31481752 http://dx.doi.org/10.1038/s41436-019-0646-3 |
_version_ | 1783494015306432512 |
---|---|
author | Mandl, Kenneth D. Glauser, Tracy Krantz, Ian D. Avillach, Paul Bartels, Anna Beggs, Alan H. Biswas, Sawona Bourgeois, Florence T. Corsmo, Jeremy Dauber, Andrew Devkota, Batsal Fleisher, Gary R. Heath, Allison P. Helbig, Ingo Hirschhorn, Joel N. Kilbourn, Judson Kong, Sek Won Kornetsky, Susan Majzoub, Joseph A. Marsolo, Keith Martin, Lisa J. Nix, Jeremy Schwarzhoff, Amy Stedman, Jason Strauss, Arnold Sund, Kristen L. Taylor, Deanne M. White, Peter S. Marsh, Eric Grimberg, Adda Hawkes, Colin |
author_facet | Mandl, Kenneth D. Glauser, Tracy Krantz, Ian D. Avillach, Paul Bartels, Anna Beggs, Alan H. Biswas, Sawona Bourgeois, Florence T. Corsmo, Jeremy Dauber, Andrew Devkota, Batsal Fleisher, Gary R. Heath, Allison P. Helbig, Ingo Hirschhorn, Joel N. Kilbourn, Judson Kong, Sek Won Kornetsky, Susan Majzoub, Joseph A. Marsolo, Keith Martin, Lisa J. Nix, Jeremy Schwarzhoff, Amy Stedman, Jason Strauss, Arnold Sund, Kristen L. Taylor, Deanne M. White, Peter S. Marsh, Eric Grimberg, Adda Hawkes, Colin |
author_sort | Mandl, Kenneth D. |
collection | PubMed |
description | PURPOSE: Clinicians and researchers must contextualize a patient’s genetic variants against population-based references with detailed phenotyping. We sought to establish globally scalable technology, policy, and procedures for sharing biosamples and associated genomic and phenotypic data on broadly consented cohorts, across sites of care. METHODS: Three of the nation’s leading children’s hospitals launched the Genomic Research and Innovation Network (GRIN), with federated information technology infrastructure, harmonized biobanking protocols, and material transfer agreements. Pilot studies in epilepsy and short stature were completed to design and test the collaboration model. RESULTS: Harmonized, broadly consented institutional review board (IRB) protocols were approved and used for biobank enrollment, creating ever-expanding, compatible biobanks. An open source federated query infrastructure was established over genotype–phenotype databases at the three hospitals. Investigators securely access the GRIN platform for prep to research queries, receiving aggregate counts of patients with particular phenotypes or genotypes in each biobank. With proper approvals, de-identified data is exported to a shared analytic workspace. Investigators at all sites enthusiastically collaborated on the pilot studies, resulting in multiple publications. Investigators have also begun to successfully utilize the infrastructure for grant applications. CONCLUSIONS: The GRIN collaboration establishes the technology, policy, and procedures for a scalable genomic research network. |
format | Online Article Text |
id | pubmed-7000325 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-70003252020-02-06 The Genomics Research and Innovation Network: creating an interoperable, federated, genomics learning system Mandl, Kenneth D. Glauser, Tracy Krantz, Ian D. Avillach, Paul Bartels, Anna Beggs, Alan H. Biswas, Sawona Bourgeois, Florence T. Corsmo, Jeremy Dauber, Andrew Devkota, Batsal Fleisher, Gary R. Heath, Allison P. Helbig, Ingo Hirschhorn, Joel N. Kilbourn, Judson Kong, Sek Won Kornetsky, Susan Majzoub, Joseph A. Marsolo, Keith Martin, Lisa J. Nix, Jeremy Schwarzhoff, Amy Stedman, Jason Strauss, Arnold Sund, Kristen L. Taylor, Deanne M. White, Peter S. Marsh, Eric Grimberg, Adda Hawkes, Colin Genet Med Article PURPOSE: Clinicians and researchers must contextualize a patient’s genetic variants against population-based references with detailed phenotyping. We sought to establish globally scalable technology, policy, and procedures for sharing biosamples and associated genomic and phenotypic data on broadly consented cohorts, across sites of care. METHODS: Three of the nation’s leading children’s hospitals launched the Genomic Research and Innovation Network (GRIN), with federated information technology infrastructure, harmonized biobanking protocols, and material transfer agreements. Pilot studies in epilepsy and short stature were completed to design and test the collaboration model. RESULTS: Harmonized, broadly consented institutional review board (IRB) protocols were approved and used for biobank enrollment, creating ever-expanding, compatible biobanks. An open source federated query infrastructure was established over genotype–phenotype databases at the three hospitals. Investigators securely access the GRIN platform for prep to research queries, receiving aggregate counts of patients with particular phenotypes or genotypes in each biobank. With proper approvals, de-identified data is exported to a shared analytic workspace. Investigators at all sites enthusiastically collaborated on the pilot studies, resulting in multiple publications. Investigators have also begun to successfully utilize the infrastructure for grant applications. CONCLUSIONS: The GRIN collaboration establishes the technology, policy, and procedures for a scalable genomic research network. Nature Publishing Group US 2019-09-04 2020 /pmc/articles/PMC7000325/ /pubmed/31481752 http://dx.doi.org/10.1038/s41436-019-0646-3 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, and provide a link to the Creative Commons license. You do not have permission under this license to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Article Mandl, Kenneth D. Glauser, Tracy Krantz, Ian D. Avillach, Paul Bartels, Anna Beggs, Alan H. Biswas, Sawona Bourgeois, Florence T. Corsmo, Jeremy Dauber, Andrew Devkota, Batsal Fleisher, Gary R. Heath, Allison P. Helbig, Ingo Hirschhorn, Joel N. Kilbourn, Judson Kong, Sek Won Kornetsky, Susan Majzoub, Joseph A. Marsolo, Keith Martin, Lisa J. Nix, Jeremy Schwarzhoff, Amy Stedman, Jason Strauss, Arnold Sund, Kristen L. Taylor, Deanne M. White, Peter S. Marsh, Eric Grimberg, Adda Hawkes, Colin The Genomics Research and Innovation Network: creating an interoperable, federated, genomics learning system |
title | The Genomics Research and Innovation Network: creating an
interoperable, federated, genomics learning system |
title_full | The Genomics Research and Innovation Network: creating an
interoperable, federated, genomics learning system |
title_fullStr | The Genomics Research and Innovation Network: creating an
interoperable, federated, genomics learning system |
title_full_unstemmed | The Genomics Research and Innovation Network: creating an
interoperable, federated, genomics learning system |
title_short | The Genomics Research and Innovation Network: creating an
interoperable, federated, genomics learning system |
title_sort | genomics research and innovation network: creating an
interoperable, federated, genomics learning system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7000325/ https://www.ncbi.nlm.nih.gov/pubmed/31481752 http://dx.doi.org/10.1038/s41436-019-0646-3 |
work_keys_str_mv | AT mandlkennethd thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT glausertracy thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT krantziand thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT avillachpaul thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT bartelsanna thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT beggsalanh thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT biswassawona thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT bourgeoisflorencet thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT corsmojeremy thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT dauberandrew thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT devkotabatsal thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT fleishergaryr thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT heathallisonp thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT helbigingo thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT hirschhornjoeln thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT kilbournjudson thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT kongsekwon thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT kornetskysusan thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT majzoubjosepha thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT marsolokeith thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT martinlisaj thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT nixjeremy thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT schwarzhoffamy thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT stedmanjason thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT straussarnold thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT sundkristenl thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT taylordeannem thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT whitepeters thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT marsheric thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT grimbergadda thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT hawkescolin thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT thegenomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT mandlkennethd genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT glausertracy genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT krantziand genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT avillachpaul genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT bartelsanna genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT beggsalanh genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT biswassawona genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT bourgeoisflorencet genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT corsmojeremy genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT dauberandrew genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT devkotabatsal genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT fleishergaryr genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT heathallisonp genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT helbigingo genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT hirschhornjoeln genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT kilbournjudson genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT kongsekwon genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT kornetskysusan genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT majzoubjosepha genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT marsolokeith genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT martinlisaj genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT nixjeremy genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT schwarzhoffamy genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT stedmanjason genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT straussarnold genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT sundkristenl genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT taylordeannem genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT whitepeters genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT marsheric genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT grimbergadda genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT hawkescolin genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem AT genomicsresearchandinnovationnetworkcreatinganinteroperablefederatedgenomicslearningsystem |