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A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study
BACKGROUND: COVID-19 data have been generated across the United Kingdom as a by-product of clinical care and public health provision, as well as numerous bespoke and repurposed research endeavors. Analysis of these data has underpinned the United Kingdom’s response to the pandemic, and informed publ...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822177/ https://www.ncbi.nlm.nih.gov/pubmed/36322788 http://dx.doi.org/10.2196/40035 |
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author | Jefferson, Emily Cole, Christian Mumtaz, Shahzad Cox, Samuel Giles, Thomas Charles Adejumo, Sam Urwin, Esmond Lea, Daniel Macdonald, Calum Best, Joseph Masood, Erum Milligan, Gordon Johnston, Jenny Horban, Scott Birced, Ipek Hall, Christopher Jackson, Aaron S Collins, Clare Rising, Sam Dodsley, Charlotte Hampton, Jill Hadfield, Andrew Santos, Roberto Tarr, Simon Panagi, Vasiliki Lavagna, Joseph Jackson, Tracy Chuter, Antony Beggs, Jillian Martinez-Queipo, Magdalena Ward, Helen von Ziegenweidt, Julie Burns, Frances Martin, Joanne Sebire, Neil Morris, Carole Bradley, Declan Baxter, Rob Ahonen-Bishopp, Anni Smith, Paul Shoemark, Amelia Valdes, Ana M Ollivere, Benjamin Manisty, Charlotte Eyre, David Gallant, Stephanie Joy, George McAuley, Andrew Connell, David Northstone, Kate Jeffery, Katie Di Angelantonio, Emanuele McMahon, Amy Walker, Mat Semple, Malcolm Gracie Sims, Jessica Mai Lawrence, Emma Davies, Bethan Baillie, John Kenneth Tang, Ming Leeming, Gary Power, Linda Breeze, Thomas Murray, Duncan Orton, Chris Pierce, Iain Hall, Ian Ladhani, Shamez Gillson, Natalie Whitaker, Matthew Shallcross, Laura Seymour, David Varma, Susheel Reilly, Gerry Morris, Andrew Hopkins, Susan Sheikh, Aziz Quinlan, Philip |
author_facet | Jefferson, Emily Cole, Christian Mumtaz, Shahzad Cox, Samuel Giles, Thomas Charles Adejumo, Sam Urwin, Esmond Lea, Daniel Macdonald, Calum Best, Joseph Masood, Erum Milligan, Gordon Johnston, Jenny Horban, Scott Birced, Ipek Hall, Christopher Jackson, Aaron S Collins, Clare Rising, Sam Dodsley, Charlotte Hampton, Jill Hadfield, Andrew Santos, Roberto Tarr, Simon Panagi, Vasiliki Lavagna, Joseph Jackson, Tracy Chuter, Antony Beggs, Jillian Martinez-Queipo, Magdalena Ward, Helen von Ziegenweidt, Julie Burns, Frances Martin, Joanne Sebire, Neil Morris, Carole Bradley, Declan Baxter, Rob Ahonen-Bishopp, Anni Smith, Paul Shoemark, Amelia Valdes, Ana M Ollivere, Benjamin Manisty, Charlotte Eyre, David Gallant, Stephanie Joy, George McAuley, Andrew Connell, David Northstone, Kate Jeffery, Katie Di Angelantonio, Emanuele McMahon, Amy Walker, Mat Semple, Malcolm Gracie Sims, Jessica Mai Lawrence, Emma Davies, Bethan Baillie, John Kenneth Tang, Ming Leeming, Gary Power, Linda Breeze, Thomas Murray, Duncan Orton, Chris Pierce, Iain Hall, Ian Ladhani, Shamez Gillson, Natalie Whitaker, Matthew Shallcross, Laura Seymour, David Varma, Susheel Reilly, Gerry Morris, Andrew Hopkins, Susan Sheikh, Aziz Quinlan, Philip |
author_sort | Jefferson, Emily |
collection | PubMed |
description | BACKGROUND: COVID-19 data have been generated across the United Kingdom as a by-product of clinical care and public health provision, as well as numerous bespoke and repurposed research endeavors. Analysis of these data has underpinned the United Kingdom’s response to the pandemic, and informed public health policies and clinical guidelines. However, these data are held by different organizations, and this fragmented landscape has presented challenges for public health agencies and researchers as they struggle to find relevant data to access and interrogate the data they need to inform the pandemic response at pace. OBJECTIVE: We aimed to transform UK COVID-19 diagnostic data sets to be findable, accessible, interoperable, and reusable (FAIR). METHODS: A federated infrastructure model (COVID - Curated and Open Analysis and Research Platform [CO-CONNECT]) was rapidly built to enable the automated and reproducible mapping of health data partners’ pseudonymized data to the Observational Medical Outcomes Partnership Common Data Model without the need for any data to leave the data controllers’ secure environments, and to support federated cohort discovery queries and meta-analysis. RESULTS: A total of 56 data sets from 19 organizations are being connected to the federated network. The data include research cohorts and COVID-19 data collected through routine health care provision linked to longitudinal health care records and demographics. The infrastructure is live, supporting aggregate-level querying of data across the United Kingdom. CONCLUSIONS: CO-CONNECT was developed by a multidisciplinary team. It enables rapid COVID-19 data discovery and instantaneous meta-analysis across data sources, and it is researching streamlined data extraction for use in a Trusted Research Environment for research and public health analysis. CO-CONNECT has the potential to make UK health data more interconnected and better able to answer national-level research questions while maintaining patient confidentiality and local governance procedures. |
format | Online Article Text |
id | pubmed-9822177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-98221772023-01-07 A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study Jefferson, Emily Cole, Christian Mumtaz, Shahzad Cox, Samuel Giles, Thomas Charles Adejumo, Sam Urwin, Esmond Lea, Daniel Macdonald, Calum Best, Joseph Masood, Erum Milligan, Gordon Johnston, Jenny Horban, Scott Birced, Ipek Hall, Christopher Jackson, Aaron S Collins, Clare Rising, Sam Dodsley, Charlotte Hampton, Jill Hadfield, Andrew Santos, Roberto Tarr, Simon Panagi, Vasiliki Lavagna, Joseph Jackson, Tracy Chuter, Antony Beggs, Jillian Martinez-Queipo, Magdalena Ward, Helen von Ziegenweidt, Julie Burns, Frances Martin, Joanne Sebire, Neil Morris, Carole Bradley, Declan Baxter, Rob Ahonen-Bishopp, Anni Smith, Paul Shoemark, Amelia Valdes, Ana M Ollivere, Benjamin Manisty, Charlotte Eyre, David Gallant, Stephanie Joy, George McAuley, Andrew Connell, David Northstone, Kate Jeffery, Katie Di Angelantonio, Emanuele McMahon, Amy Walker, Mat Semple, Malcolm Gracie Sims, Jessica Mai Lawrence, Emma Davies, Bethan Baillie, John Kenneth Tang, Ming Leeming, Gary Power, Linda Breeze, Thomas Murray, Duncan Orton, Chris Pierce, Iain Hall, Ian Ladhani, Shamez Gillson, Natalie Whitaker, Matthew Shallcross, Laura Seymour, David Varma, Susheel Reilly, Gerry Morris, Andrew Hopkins, Susan Sheikh, Aziz Quinlan, Philip J Med Internet Res Original Paper BACKGROUND: COVID-19 data have been generated across the United Kingdom as a by-product of clinical care and public health provision, as well as numerous bespoke and repurposed research endeavors. Analysis of these data has underpinned the United Kingdom’s response to the pandemic, and informed public health policies and clinical guidelines. However, these data are held by different organizations, and this fragmented landscape has presented challenges for public health agencies and researchers as they struggle to find relevant data to access and interrogate the data they need to inform the pandemic response at pace. OBJECTIVE: We aimed to transform UK COVID-19 diagnostic data sets to be findable, accessible, interoperable, and reusable (FAIR). METHODS: A federated infrastructure model (COVID - Curated and Open Analysis and Research Platform [CO-CONNECT]) was rapidly built to enable the automated and reproducible mapping of health data partners’ pseudonymized data to the Observational Medical Outcomes Partnership Common Data Model without the need for any data to leave the data controllers’ secure environments, and to support federated cohort discovery queries and meta-analysis. RESULTS: A total of 56 data sets from 19 organizations are being connected to the federated network. The data include research cohorts and COVID-19 data collected through routine health care provision linked to longitudinal health care records and demographics. The infrastructure is live, supporting aggregate-level querying of data across the United Kingdom. CONCLUSIONS: CO-CONNECT was developed by a multidisciplinary team. It enables rapid COVID-19 data discovery and instantaneous meta-analysis across data sources, and it is researching streamlined data extraction for use in a Trusted Research Environment for research and public health analysis. CO-CONNECT has the potential to make UK health data more interconnected and better able to answer national-level research questions while maintaining patient confidentiality and local governance procedures. JMIR Publications 2022-12-27 /pmc/articles/PMC9822177/ /pubmed/36322788 http://dx.doi.org/10.2196/40035 Text en ©Emily Jefferson, Christian Cole, Shahzad Mumtaz, Samuel Cox, Thomas Charles Giles, Sam Adejumo, Esmond Urwin, Daniel Lea, Calum Macdonald, Joseph Best, Erum Masood, Gordon Milligan, Jenny Johnston, Scott Horban, Ipek Birced, Christopher Hall, Aaron S Jackson, Clare Collins, Sam Rising, Charlotte Dodsley, Jill Hampton, Andrew Hadfield, Roberto Santos, Simon Tarr, Vasiliki Panagi, Joseph Lavagna, Tracy Jackson, Antony Chuter, Jillian Beggs, Magdalena Martinez-Queipo, Helen Ward, Julie von Ziegenweidt, Frances Burns, Joanne Martin, Neil Sebire, Carole Morris, Declan Bradley, Rob Baxter, Anni Ahonen-Bishopp, Paul Smith, Amelia Shoemark, Ana M Valdes, Benjamin Ollivere, Charlotte Manisty, David Eyre, Stephanie Gallant, George Joy, Andrew McAuley, David Connell, Kate Northstone, Katie Jeffery, Emanuele Di Angelantonio, Amy McMahon, Mat Walker, Malcolm Gracie Semple, Jessica Mai Sims, Emma Lawrence, Bethan Davies, John Kenneth Baillie, Ming Tang, Gary Leeming, Linda Power, Thomas Breeze, Duncan Murray, Chris Orton, Iain Pierce, Ian Hall, Shamez Ladhani, Natalie Gillson, Matthew Whitaker, Laura Shallcross, David Seymour, Susheel Varma, Gerry Reilly, Andrew Morris, Susan Hopkins, Aziz Sheikh, Philip Quinlan. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 27.12.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Jefferson, Emily Cole, Christian Mumtaz, Shahzad Cox, Samuel Giles, Thomas Charles Adejumo, Sam Urwin, Esmond Lea, Daniel Macdonald, Calum Best, Joseph Masood, Erum Milligan, Gordon Johnston, Jenny Horban, Scott Birced, Ipek Hall, Christopher Jackson, Aaron S Collins, Clare Rising, Sam Dodsley, Charlotte Hampton, Jill Hadfield, Andrew Santos, Roberto Tarr, Simon Panagi, Vasiliki Lavagna, Joseph Jackson, Tracy Chuter, Antony Beggs, Jillian Martinez-Queipo, Magdalena Ward, Helen von Ziegenweidt, Julie Burns, Frances Martin, Joanne Sebire, Neil Morris, Carole Bradley, Declan Baxter, Rob Ahonen-Bishopp, Anni Smith, Paul Shoemark, Amelia Valdes, Ana M Ollivere, Benjamin Manisty, Charlotte Eyre, David Gallant, Stephanie Joy, George McAuley, Andrew Connell, David Northstone, Kate Jeffery, Katie Di Angelantonio, Emanuele McMahon, Amy Walker, Mat Semple, Malcolm Gracie Sims, Jessica Mai Lawrence, Emma Davies, Bethan Baillie, John Kenneth Tang, Ming Leeming, Gary Power, Linda Breeze, Thomas Murray, Duncan Orton, Chris Pierce, Iain Hall, Ian Ladhani, Shamez Gillson, Natalie Whitaker, Matthew Shallcross, Laura Seymour, David Varma, Susheel Reilly, Gerry Morris, Andrew Hopkins, Susan Sheikh, Aziz Quinlan, Philip A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study |
title | A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study |
title_full | A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study |
title_fullStr | A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study |
title_full_unstemmed | A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study |
title_short | A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study |
title_sort | hybrid architecture (co-connect) to facilitate rapid discovery and access to data across the united kingdom in response to the covid-19 pandemic: development study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822177/ https://www.ncbi.nlm.nih.gov/pubmed/36322788 http://dx.doi.org/10.2196/40035 |
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