GA4GH: International policies and standards for data sharing across genomic research and healthcare

The Global Alliance for Genomics and Health (GA4GH) aims to accelerate biomedical advances by enabling the responsible sharing of clinical and genomic data through both harmonized data aggregation and federated approaches. The decreasing cost of genomic sequencing (along with other genome-wide molecular assays) and increasing evidence of its clinical utility will soon drive the generation of sequence data from tens of millions of humans, with increasing levels of diversity. In this perspective, we present the GA4GH strategies for addressing the major challenges of this data revolution. We describe the GA4GH organization, which is fueled by the development efforts of eight Work Streams and informed by the needs of 24 Driver Projects and other key stakeholders. We present the GA4GH suite of secure, interoperable technical standards and policy frameworks and review the current status of standards, their relevance to key domains of research and clinical care, and future plans of GA4GH. Broad international participation in building, adopting, and deploying GA4GH standards and frameworks will catalyze an unprecedented effort in data sharing that will be critical to advancing genomic medicine and ensuring that all populations can access its benefits.

Saved in:
Bibliographic Details
Main Authors: Rehm, Heidi L., Page, Angela, Smith, Lindsay, Adams, Jeremy B., Alterovitz, Gil, Babb, Lawrence J., Barkley, Maxmillian P., Baudis, Michael, Beauvais, Michael J. S., Beck, Tim, Beckmann, Jacques S., Varma, Susheel, Vears, Danya F., Viner, Coby, Voisin, Craig, Wagner, Alex H., Wallace, Susan E., Walsh, Brian P., Williams, Marc S., Winkler, Eva C., Brudno, Michael, Kelleher, Jerome, Wold, Barbara J., Wood, Grant M., Woolley, J. Patrick, Yamasaki, Chisato, Yates, Andrew D., Yung, Christina K., Zass, Lyndon J., Zaytseva, Ksenia, Zhang, Junjun, Goodhand, Peter, Kerry, Giselle, Brush,Matthew H., North, Kathryn, Birney, Ewan, Bujold, David, Burdett, Tony, Buske, Orion J., Cabili, Moran N., Cameron, Daniel L., Carroll, Robert J., Casas-Silva, Esmeralda, Khor, Seik-Soon, Chakravarty, Debyani, Chaudhari, Bimal P., Chen, Shu Hui, Cherry, J. Michael, Chung, Justina, Cline, Melissa, Clissold, Hayley L., Cook-Deegan, Robert M., Courtot, Melanie, Cunningham, Fiona, Knoppers, Bartha M., Cupak, Miro, Davies, Robert M., Denisko, Danielle, Doerr, Megan J., Dolman, Lena I., Dove, Edward S., Dursi, Lewis Jonathan, Dyke, Stephanie O. M., Eddy, James A., Eilbeck, Karen, Konopko, Melissa A., Ellrott, Kyle P., Fairley, Susan, Fakhro, Khalid A., Firth, Helen V., Fitzsimons, Michael S., Fiume, Marc, Flicek, Paul, Fore, Ian M., Freeberg, Mallory A., Freimuth, Robert R., Kosaki, Kenjiro, Fromont, Lauren A., Fuerth, Jonathan, Gaff, Clara L., Gan, Weiniu, Ghanaim, Elena M., Glazer, David, Green, Robert C., Griffith, Malachi, Griffith, Obi L., Grossman, Robert L., Kuba, Martin, Groza, Tudor, Guidry Auvil, Jaime M., Guigó, Roderic, Gupta, Dipayan, Haendel, Melissa A., Hamosh, Ada, Hansen, David P., Hart, Reece K., Hartley, Dean Mitchell, Haussler, David, Lawson, Jonathan, Hendricks-Sturrup, Rachele M., Ho, Calvin W. L., Hobb, Ashley E., Hoffman, Michael M., Hofmann, Oliver M., Holub, Petr, Shujui Hsu, Jacob, Hubaux, Jean-Pierre, Hunt, Sarah E., Husami, Ammar, Leinonen, Rasko, Jacobsen, Julius O., Jamuar, Saumya S., Janes, Elizabeth L., Jeanson, Francis, Jene, Aina, Johns, Amber L., Joly, Yann, Jones, Steven J. M., Kanitz, Alexander, Kato, Kazuto, Li, Stephanie, Keane, Thomas M., Kekesi-Lafrance, Kristina, Beltran, Sergi, Lin, Michael F., Linden, Mikael, Liu, Xianglin, Udara Liyanage, Isuru, López, Javier, Lucassen, Anneke M., Lukowski, Michael, Mann, Alice L., Marshall, John, Mattioni, Michele, Bernick, David, Metke-Jiménez, Alejandro, Middleton, Anna, Milne, Richard J., Molnár-Gábor, Fruzsina, Mulder, Nicola, Muñoz-Torres, Mónica C., Nag, Rishi, Nakagawa, Hidewaki, Nasir, Jamal, Navarro, Arcadi, Bernier, Alexander, Nelson, Tristan H., Niewielska, Ania, Nisselle, Amy, Niu, Jeffrey, Nyrönen, Tommi H., O’Connor, Brian D., Oesterle, Sabine, Ogishima, Soichi, Wang, Vivian Ota, Paglione, Laura A. D., Bonfield, James K., Palumbo, Emilio, Parkinson, Helen E., Philippakis, Anthony A., Pizarro, Angel D., Prlic, Andreas, Rambla, Jordi, Rendon, Augusto, Rider, Renee A., Robinson, Peter N., Rodarmer, Kurt W., Boughtwood, Tiffany F., Lyman Rodríguez, Laura, Rubin, Alan F., Rueda, Manuel, Rushton, Gregory A., Ryan, Rosalyn S., Saunders, Gary I., Schuilenburg, Helen, Schwede, Torsten, Scollen, Serena, Senf, Alexander, Bourque, Guillaume, Sheffield, Nathan C., Skantharajah, Neerjah, Smith, Albert V., Sofia, Heidi J., Spalding, Dylan, Spurdle, Amanda B., Stark, Zornitza, Stein, Lincoln D., Suematsu, Makoto, Tan, Patrick, Bowers, Sarion R., Tedds, Jonathan A., Thomson, Alastair A., Thorogood, Adrian, Tickle, Timothy L., Tokunaga, Katsushi, Törnroos,Juha, Torrents, David, Upchurch, Sean, Valencia, Alfonso, Valls Guimera, Roman, Brookes, Anthony J., Vamathevan, Jessica
Other Authors: Abigail Wexner Research Institute
Format: artículo biblioteca
Language:English
Published: Elsevier 2021-11-10
Subjects:Data sharing, Data access, Precision medicine, Learning health system, Genomics, Standards, Policy, Bioethics, Data federation,
Online Access:http://hdl.handle.net/10261/269021
http://dx.doi.org/10.13039/100000002
http://dx.doi.org/10.13039/501100006477
http://dx.doi.org/10.13039/501100001352
http://dx.doi.org/10.13039/501100000038
http://dx.doi.org/10.13039/501100000092
http://dx.doi.org/10.13039/501100004376
http://dx.doi.org/10.13039/100004440
http://dx.doi.org/10.13039/100000871
http://dx.doi.org/10.13039/501100002341
http://dx.doi.org/10.13039/501100001348
http://dx.doi.org/10.13039/501100001805
http://dx.doi.org/10.13039/501100001804
http://dx.doi.org/10.13039/501100000024
http://dx.doi.org/10.13039/501100000780
http://dx.doi.org/10.13039/100013060
http://dx.doi.org/10.13039/100008762
http://dx.doi.org/10.13039/501100001659
http://dx.doi.org/10.13039/100006785
http://dx.doi.org/10.13039/100000011
http://dx.doi.org/10.13039/501100004587
http://dx.doi.org/10.13039/501100000925
http://dx.doi.org/10.13039/100000051
http://dx.doi.org/10.13039/100000057
Tags: Add Tag
No Tags, Be the first to tag this record!
id dig-ibe-es-10261-269021
record_format koha
institution IBE ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-ibe-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del IBE España
language English
topic Data sharing
Data access
Precision medicine
Learning health system
Genomics
Standards
Policy
Bioethics
Data federation
Data sharing
Data access
Precision medicine
Learning health system
Genomics
Standards
Policy
Bioethics
Data federation
spellingShingle Data sharing
Data access
Precision medicine
Learning health system
Genomics
Standards
Policy
Bioethics
Data federation
Data sharing
Data access
Precision medicine
Learning health system
Genomics
Standards
Policy
Bioethics
Data federation
Rehm, Heidi L.
Page, Angela
Smith, Lindsay
Adams, Jeremy B.
Alterovitz, Gil
Babb, Lawrence J.
Barkley, Maxmillian P.
Baudis, Michael
Beauvais, Michael J. S.
Beck, Tim
Beckmann, Jacques S.
Varma, Susheel
Vears, Danya F.
Viner, Coby
Voisin, Craig
Wagner, Alex H.
Wallace, Susan E.
Walsh, Brian P.
Williams, Marc S.
Winkler, Eva C.
Brudno, Michael
Kelleher, Jerome
Wold, Barbara J.
Wood, Grant M.
Woolley, J. Patrick
Yamasaki, Chisato
Yates, Andrew D.
Yung, Christina K.
Zass, Lyndon J.
Zaytseva, Ksenia
Zhang, Junjun
Goodhand, Peter
Kerry, Giselle
Brush,Matthew H.
North, Kathryn
Birney, Ewan
Bujold, David
Burdett, Tony
Buske, Orion J.
Cabili, Moran N.
Cameron, Daniel L.
Carroll, Robert J.
Casas-Silva, Esmeralda
Khor, Seik-Soon
Chakravarty, Debyani
Chaudhari, Bimal P.
Chen, Shu Hui
Cherry, J. Michael
Chung, Justina
Cline, Melissa
Clissold, Hayley L.
Cook-Deegan, Robert M.
Courtot, Melanie
Cunningham, Fiona
Knoppers, Bartha M.
Cupak, Miro
Davies, Robert M.
Denisko, Danielle
Doerr, Megan J.
Dolman, Lena I.
Dove, Edward S.
Dursi, Lewis Jonathan
Dyke, Stephanie O. M.
Eddy, James A.
Eilbeck, Karen
Konopko, Melissa A.
Ellrott, Kyle P.
Fairley, Susan
Fakhro, Khalid A.
Firth, Helen V.
Fitzsimons, Michael S.
Fiume, Marc
Flicek, Paul
Fore, Ian M.
Freeberg, Mallory A.
Freimuth, Robert R.
Kosaki, Kenjiro
Fromont, Lauren A.
Fuerth, Jonathan
Gaff, Clara L.
Gan, Weiniu
Ghanaim, Elena M.
Glazer, David
Green, Robert C.
Griffith, Malachi
Griffith, Obi L.
Grossman, Robert L.
Kuba, Martin
Groza, Tudor
Guidry Auvil, Jaime M.
Guigó, Roderic
Gupta, Dipayan
Haendel, Melissa A.
Hamosh, Ada
Hansen, David P.
Hart, Reece K.
Hartley, Dean Mitchell
Haussler, David
Lawson, Jonathan
Hendricks-Sturrup, Rachele M.
Ho, Calvin W. L.
Hobb, Ashley E.
Hoffman, Michael M.
Hofmann, Oliver M.
Holub, Petr
Shujui Hsu, Jacob
Hubaux, Jean-Pierre
Hunt, Sarah E.
Husami, Ammar
Leinonen, Rasko
Jacobsen, Julius O.
Jamuar, Saumya S.
Janes, Elizabeth L.
Jeanson, Francis
Jene, Aina
Johns, Amber L.
Joly, Yann
Jones, Steven J. M.
Kanitz, Alexander
Kato, Kazuto
Li, Stephanie
Keane, Thomas M.
Kekesi-Lafrance, Kristina
Beltran, Sergi
Lin, Michael F.
Linden, Mikael
Liu, Xianglin
Udara Liyanage, Isuru
López, Javier
Lucassen, Anneke M.
Lukowski, Michael
Mann, Alice L.
Marshall, John
Mattioni, Michele
Bernick, David
Metke-Jiménez, Alejandro
Middleton, Anna
Milne, Richard J.
Molnár-Gábor, Fruzsina
Mulder, Nicola
Muñoz-Torres, Mónica C.
Nag, Rishi
Nakagawa, Hidewaki
Nasir, Jamal
Navarro, Arcadi
Bernier, Alexander
Nelson, Tristan H.
Niewielska, Ania
Nisselle, Amy
Niu, Jeffrey
Nyrönen, Tommi H.
O’Connor, Brian D.
Oesterle, Sabine
Ogishima, Soichi
Wang, Vivian Ota
Paglione, Laura A. D.
Bonfield, James K.
Palumbo, Emilio
Parkinson, Helen E.
Philippakis, Anthony A.
Pizarro, Angel D.
Prlic, Andreas
Rambla, Jordi
Rendon, Augusto
Rider, Renee A.
Robinson, Peter N.
Rodarmer, Kurt W.
Boughtwood, Tiffany F.
Lyman Rodríguez, Laura
Rubin, Alan F.
Rueda, Manuel
Rushton, Gregory A.
Ryan, Rosalyn S.
Saunders, Gary I.
Schuilenburg, Helen
Schwede, Torsten
Scollen, Serena
Senf, Alexander
Bourque, Guillaume
Sheffield, Nathan C.
Skantharajah, Neerjah
Smith, Albert V.
Sofia, Heidi J.
Spalding, Dylan
Spurdle, Amanda B.
Stark, Zornitza
Stein, Lincoln D.
Suematsu, Makoto
Tan, Patrick
Bowers, Sarion R.
Tedds, Jonathan A.
Thomson, Alastair A.
Thorogood, Adrian
Tickle, Timothy L.
Tokunaga, Katsushi
Törnroos,Juha
Torrents, David
Upchurch, Sean
Valencia, Alfonso
Valls Guimera, Roman
Brookes, Anthony J.
Vamathevan, Jessica
GA4GH: International policies and standards for data sharing across genomic research and healthcare
description The Global Alliance for Genomics and Health (GA4GH) aims to accelerate biomedical advances by enabling the responsible sharing of clinical and genomic data through both harmonized data aggregation and federated approaches. The decreasing cost of genomic sequencing (along with other genome-wide molecular assays) and increasing evidence of its clinical utility will soon drive the generation of sequence data from tens of millions of humans, with increasing levels of diversity. In this perspective, we present the GA4GH strategies for addressing the major challenges of this data revolution. We describe the GA4GH organization, which is fueled by the development efforts of eight Work Streams and informed by the needs of 24 Driver Projects and other key stakeholders. We present the GA4GH suite of secure, interoperable technical standards and policy frameworks and review the current status of standards, their relevance to key domains of research and clinical care, and future plans of GA4GH. Broad international participation in building, adopting, and deploying GA4GH standards and frameworks will catalyze an unprecedented effort in data sharing that will be critical to advancing genomic medicine and ensuring that all populations can access its benefits.
author2 Abigail Wexner Research Institute
author_facet Abigail Wexner Research Institute
Rehm, Heidi L.
Page, Angela
Smith, Lindsay
Adams, Jeremy B.
Alterovitz, Gil
Babb, Lawrence J.
Barkley, Maxmillian P.
Baudis, Michael
Beauvais, Michael J. S.
Beck, Tim
Beckmann, Jacques S.
Varma, Susheel
Vears, Danya F.
Viner, Coby
Voisin, Craig
Wagner, Alex H.
Wallace, Susan E.
Walsh, Brian P.
Williams, Marc S.
Winkler, Eva C.
Brudno, Michael
Kelleher, Jerome
Wold, Barbara J.
Wood, Grant M.
Woolley, J. Patrick
Yamasaki, Chisato
Yates, Andrew D.
Yung, Christina K.
Zass, Lyndon J.
Zaytseva, Ksenia
Zhang, Junjun
Goodhand, Peter
Kerry, Giselle
Brush,Matthew H.
North, Kathryn
Birney, Ewan
Bujold, David
Burdett, Tony
Buske, Orion J.
Cabili, Moran N.
Cameron, Daniel L.
Carroll, Robert J.
Casas-Silva, Esmeralda
Khor, Seik-Soon
Chakravarty, Debyani
Chaudhari, Bimal P.
Chen, Shu Hui
Cherry, J. Michael
Chung, Justina
Cline, Melissa
Clissold, Hayley L.
Cook-Deegan, Robert M.
Courtot, Melanie
Cunningham, Fiona
Knoppers, Bartha M.
Cupak, Miro
Davies, Robert M.
Denisko, Danielle
Doerr, Megan J.
Dolman, Lena I.
Dove, Edward S.
Dursi, Lewis Jonathan
Dyke, Stephanie O. M.
Eddy, James A.
Eilbeck, Karen
Konopko, Melissa A.
Ellrott, Kyle P.
Fairley, Susan
Fakhro, Khalid A.
Firth, Helen V.
Fitzsimons, Michael S.
Fiume, Marc
Flicek, Paul
Fore, Ian M.
Freeberg, Mallory A.
Freimuth, Robert R.
Kosaki, Kenjiro
Fromont, Lauren A.
Fuerth, Jonathan
Gaff, Clara L.
Gan, Weiniu
Ghanaim, Elena M.
Glazer, David
Green, Robert C.
Griffith, Malachi
Griffith, Obi L.
Grossman, Robert L.
Kuba, Martin
Groza, Tudor
Guidry Auvil, Jaime M.
Guigó, Roderic
Gupta, Dipayan
Haendel, Melissa A.
Hamosh, Ada
Hansen, David P.
Hart, Reece K.
Hartley, Dean Mitchell
Haussler, David
Lawson, Jonathan
Hendricks-Sturrup, Rachele M.
Ho, Calvin W. L.
Hobb, Ashley E.
Hoffman, Michael M.
Hofmann, Oliver M.
Holub, Petr
Shujui Hsu, Jacob
Hubaux, Jean-Pierre
Hunt, Sarah E.
Husami, Ammar
Leinonen, Rasko
Jacobsen, Julius O.
Jamuar, Saumya S.
Janes, Elizabeth L.
Jeanson, Francis
Jene, Aina
Johns, Amber L.
Joly, Yann
Jones, Steven J. M.
Kanitz, Alexander
Kato, Kazuto
Li, Stephanie
Keane, Thomas M.
Kekesi-Lafrance, Kristina
Beltran, Sergi
Lin, Michael F.
Linden, Mikael
Liu, Xianglin
Udara Liyanage, Isuru
López, Javier
Lucassen, Anneke M.
Lukowski, Michael
Mann, Alice L.
Marshall, John
Mattioni, Michele
Bernick, David
Metke-Jiménez, Alejandro
Middleton, Anna
Milne, Richard J.
Molnár-Gábor, Fruzsina
Mulder, Nicola
Muñoz-Torres, Mónica C.
Nag, Rishi
Nakagawa, Hidewaki
Nasir, Jamal
Navarro, Arcadi
Bernier, Alexander
Nelson, Tristan H.
Niewielska, Ania
Nisselle, Amy
Niu, Jeffrey
Nyrönen, Tommi H.
O’Connor, Brian D.
Oesterle, Sabine
Ogishima, Soichi
Wang, Vivian Ota
Paglione, Laura A. D.
Bonfield, James K.
Palumbo, Emilio
Parkinson, Helen E.
Philippakis, Anthony A.
Pizarro, Angel D.
Prlic, Andreas
Rambla, Jordi
Rendon, Augusto
Rider, Renee A.
Robinson, Peter N.
Rodarmer, Kurt W.
Boughtwood, Tiffany F.
Lyman Rodríguez, Laura
Rubin, Alan F.
Rueda, Manuel
Rushton, Gregory A.
Ryan, Rosalyn S.
Saunders, Gary I.
Schuilenburg, Helen
Schwede, Torsten
Scollen, Serena
Senf, Alexander
Bourque, Guillaume
Sheffield, Nathan C.
Skantharajah, Neerjah
Smith, Albert V.
Sofia, Heidi J.
Spalding, Dylan
Spurdle, Amanda B.
Stark, Zornitza
Stein, Lincoln D.
Suematsu, Makoto
Tan, Patrick
Bowers, Sarion R.
Tedds, Jonathan A.
Thomson, Alastair A.
Thorogood, Adrian
Tickle, Timothy L.
Tokunaga, Katsushi
Törnroos,Juha
Torrents, David
Upchurch, Sean
Valencia, Alfonso
Valls Guimera, Roman
Brookes, Anthony J.
Vamathevan, Jessica
format artículo
topic_facet Data sharing
Data access
Precision medicine
Learning health system
Genomics
Standards
Policy
Bioethics
Data federation
author Rehm, Heidi L.
Page, Angela
Smith, Lindsay
Adams, Jeremy B.
Alterovitz, Gil
Babb, Lawrence J.
Barkley, Maxmillian P.
Baudis, Michael
Beauvais, Michael J. S.
Beck, Tim
Beckmann, Jacques S.
Varma, Susheel
Vears, Danya F.
Viner, Coby
Voisin, Craig
Wagner, Alex H.
Wallace, Susan E.
Walsh, Brian P.
Williams, Marc S.
Winkler, Eva C.
Brudno, Michael
Kelleher, Jerome
Wold, Barbara J.
Wood, Grant M.
Woolley, J. Patrick
Yamasaki, Chisato
Yates, Andrew D.
Yung, Christina K.
Zass, Lyndon J.
Zaytseva, Ksenia
Zhang, Junjun
Goodhand, Peter
Kerry, Giselle
Brush,Matthew H.
North, Kathryn
Birney, Ewan
Bujold, David
Burdett, Tony
Buske, Orion J.
Cabili, Moran N.
Cameron, Daniel L.
Carroll, Robert J.
Casas-Silva, Esmeralda
Khor, Seik-Soon
Chakravarty, Debyani
Chaudhari, Bimal P.
Chen, Shu Hui
Cherry, J. Michael
Chung, Justina
Cline, Melissa
Clissold, Hayley L.
Cook-Deegan, Robert M.
Courtot, Melanie
Cunningham, Fiona
Knoppers, Bartha M.
Cupak, Miro
Davies, Robert M.
Denisko, Danielle
Doerr, Megan J.
Dolman, Lena I.
Dove, Edward S.
Dursi, Lewis Jonathan
Dyke, Stephanie O. M.
Eddy, James A.
Eilbeck, Karen
Konopko, Melissa A.
Ellrott, Kyle P.
Fairley, Susan
Fakhro, Khalid A.
Firth, Helen V.
Fitzsimons, Michael S.
Fiume, Marc
Flicek, Paul
Fore, Ian M.
Freeberg, Mallory A.
Freimuth, Robert R.
Kosaki, Kenjiro
Fromont, Lauren A.
Fuerth, Jonathan
Gaff, Clara L.
Gan, Weiniu
Ghanaim, Elena M.
Glazer, David
Green, Robert C.
Griffith, Malachi
Griffith, Obi L.
Grossman, Robert L.
Kuba, Martin
Groza, Tudor
Guidry Auvil, Jaime M.
Guigó, Roderic
Gupta, Dipayan
Haendel, Melissa A.
Hamosh, Ada
Hansen, David P.
Hart, Reece K.
Hartley, Dean Mitchell
Haussler, David
Lawson, Jonathan
Hendricks-Sturrup, Rachele M.
Ho, Calvin W. L.
Hobb, Ashley E.
Hoffman, Michael M.
Hofmann, Oliver M.
Holub, Petr
Shujui Hsu, Jacob
Hubaux, Jean-Pierre
Hunt, Sarah E.
Husami, Ammar
Leinonen, Rasko
Jacobsen, Julius O.
Jamuar, Saumya S.
Janes, Elizabeth L.
Jeanson, Francis
Jene, Aina
Johns, Amber L.
Joly, Yann
Jones, Steven J. M.
Kanitz, Alexander
Kato, Kazuto
Li, Stephanie
Keane, Thomas M.
Kekesi-Lafrance, Kristina
Beltran, Sergi
Lin, Michael F.
Linden, Mikael
Liu, Xianglin
Udara Liyanage, Isuru
López, Javier
Lucassen, Anneke M.
Lukowski, Michael
Mann, Alice L.
Marshall, John
Mattioni, Michele
Bernick, David
Metke-Jiménez, Alejandro
Middleton, Anna
Milne, Richard J.
Molnár-Gábor, Fruzsina
Mulder, Nicola
Muñoz-Torres, Mónica C.
Nag, Rishi
Nakagawa, Hidewaki
Nasir, Jamal
Navarro, Arcadi
Bernier, Alexander
Nelson, Tristan H.
Niewielska, Ania
Nisselle, Amy
Niu, Jeffrey
Nyrönen, Tommi H.
O’Connor, Brian D.
Oesterle, Sabine
Ogishima, Soichi
Wang, Vivian Ota
Paglione, Laura A. D.
Bonfield, James K.
Palumbo, Emilio
Parkinson, Helen E.
Philippakis, Anthony A.
Pizarro, Angel D.
Prlic, Andreas
Rambla, Jordi
Rendon, Augusto
Rider, Renee A.
Robinson, Peter N.
Rodarmer, Kurt W.
Boughtwood, Tiffany F.
Lyman Rodríguez, Laura
Rubin, Alan F.
Rueda, Manuel
Rushton, Gregory A.
Ryan, Rosalyn S.
Saunders, Gary I.
Schuilenburg, Helen
Schwede, Torsten
Scollen, Serena
Senf, Alexander
Bourque, Guillaume
Sheffield, Nathan C.
Skantharajah, Neerjah
Smith, Albert V.
Sofia, Heidi J.
Spalding, Dylan
Spurdle, Amanda B.
Stark, Zornitza
Stein, Lincoln D.
Suematsu, Makoto
Tan, Patrick
Bowers, Sarion R.
Tedds, Jonathan A.
Thomson, Alastair A.
Thorogood, Adrian
Tickle, Timothy L.
Tokunaga, Katsushi
Törnroos,Juha
Torrents, David
Upchurch, Sean
Valencia, Alfonso
Valls Guimera, Roman
Brookes, Anthony J.
Vamathevan, Jessica
author_sort Rehm, Heidi L.
title GA4GH: International policies and standards for data sharing across genomic research and healthcare
title_short GA4GH: International policies and standards for data sharing across genomic research and healthcare
title_full GA4GH: International policies and standards for data sharing across genomic research and healthcare
title_fullStr GA4GH: International policies and standards for data sharing across genomic research and healthcare
title_full_unstemmed GA4GH: International policies and standards for data sharing across genomic research and healthcare
title_sort ga4gh: international policies and standards for data sharing across genomic research and healthcare
publisher Elsevier
publishDate 2021-11-10
url http://hdl.handle.net/10261/269021
http://dx.doi.org/10.13039/100000002
http://dx.doi.org/10.13039/501100006477
http://dx.doi.org/10.13039/501100001352
http://dx.doi.org/10.13039/501100000038
http://dx.doi.org/10.13039/501100000092
http://dx.doi.org/10.13039/501100004376
http://dx.doi.org/10.13039/100004440
http://dx.doi.org/10.13039/100000871
http://dx.doi.org/10.13039/501100002341
http://dx.doi.org/10.13039/501100001348
http://dx.doi.org/10.13039/501100001805
http://dx.doi.org/10.13039/501100001804
http://dx.doi.org/10.13039/501100000024
http://dx.doi.org/10.13039/501100000780
http://dx.doi.org/10.13039/100013060
http://dx.doi.org/10.13039/100008762
http://dx.doi.org/10.13039/501100001659
http://dx.doi.org/10.13039/100006785
http://dx.doi.org/10.13039/100000011
http://dx.doi.org/10.13039/501100004587
http://dx.doi.org/10.13039/501100000925
http://dx.doi.org/10.13039/100000051
http://dx.doi.org/10.13039/100000057
work_keys_str_mv AT rehmheidil ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT pageangela ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT smithlindsay ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT adamsjeremyb ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT alterovitzgil ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT babblawrencej ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT barkleymaxmillianp ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT baudismichael ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT beauvaismichaeljs ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT becktim ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT beckmannjacquess ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT varmasusheel ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT vearsdanyaf ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT vinercoby ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT voisincraig ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT wagneralexh ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT wallacesusane ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT walshbrianp ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT williamsmarcs ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT winklerevac ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT brudnomichael ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT kelleherjerome ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT woldbarbaraj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT woodgrantm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT woolleyjpatrick ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT yamasakichisato ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT yatesandrewd ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT yungchristinak ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT zasslyndonj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT zaytsevaksenia ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT zhangjunjun ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT goodhandpeter ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT kerrygiselle ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT brushmatthewh ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT northkathryn ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT birneyewan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT bujolddavid ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT burdetttony ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT buskeorionj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT cabilimorann ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT camerondaniell ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT carrollrobertj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT casassilvaesmeralda ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT khorseiksoon ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT chakravartydebyani ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT chaudharibimalp ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT chenshuhui ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT cherryjmichael ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT chungjustina ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT clinemelissa ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT clissoldhayleyl ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT cookdeeganrobertm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT courtotmelanie ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT cunninghamfiona ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT knoppersbartham ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT cupakmiro ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT daviesrobertm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT deniskodanielle ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT doerrmeganj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT dolmanlenai ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT doveedwards ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT dursilewisjonathan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT dykestephanieom ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT eddyjamesa ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT eilbeckkaren ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT konopkomelissaa ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ellrottkylep ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT fairleysusan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT fakhrokhalida ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT firthhelenv ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT fitzsimonsmichaels ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT fiumemarc ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT flicekpaul ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT foreianm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT freebergmallorya ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT freimuthrobertr ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT kosakikenjiro ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT fromontlaurena ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT fuerthjonathan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT gaffclaral ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ganweiniu ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ghanaimelenam ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT glazerdavid ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT greenrobertc ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT griffithmalachi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT griffithobil ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT grossmanrobertl ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT kubamartin ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT grozatudor ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT guidryauviljaimem ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT guigoroderic ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT guptadipayan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT haendelmelissaa ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hamoshada ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hansendavidp ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hartreecek ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hartleydeanmitchell ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hausslerdavid ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT lawsonjonathan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hendrickssturruprachelem ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hocalvinwl ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hobbashleye ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hoffmanmichaelm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hofmannoliverm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT holubpetr ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT shujuihsujacob ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT hubauxjeanpierre ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT huntsarahe ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT husamiammar ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT leinonenrasko ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT jacobsenjuliuso ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT jamuarsaumyas ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT janeselizabethl ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT jeansonfrancis ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT jeneaina ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT johnsamberl ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT jolyyann ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT jonesstevenjm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT kanitzalexander ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT katokazuto ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT listephanie ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT keanethomasm ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT kekesilafrancekristina ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT beltransergi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT linmichaelf ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT lindenmikael ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT liuxianglin ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT udaraliyanageisuru ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT lopezjavier ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT lucassenannekem ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT lukowskimichael ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT mannalicel ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT marshalljohn ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT mattionimichele ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT bernickdavid ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT metkejimenezalejandro ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT middletonanna ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT milnerichardj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT molnargaborfruzsina ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT muldernicola ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT munoztorresmonicac ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT nagrishi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT nakagawahidewaki ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT nasirjamal ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT navarroarcadi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT bernieralexander ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT nelsontristanh ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT niewielskaania ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT nisselleamy ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT niujeffrey ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT nyronentommih ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT oconnorbriand ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT oesterlesabine ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ogishimasoichi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT wangvivianota ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT paglionelauraad ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT bonfieldjamesk ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT palumboemilio ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT parkinsonhelene ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT philippakisanthonya ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT pizarroangeld ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT prlicandreas ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ramblajordi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT rendonaugusto ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT riderreneea ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT robinsonpetern ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT rodarmerkurtw ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT boughtwoodtiffanyf ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT lymanrodriguezlaura ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT rubinalanf ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ruedamanuel ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT rushtongregorya ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT ryanrosalyns ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT saundersgaryi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT schuilenburghelen ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT schwedetorsten ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT scollenserena ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT senfalexander ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT bourqueguillaume ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT sheffieldnathanc ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT skantharajahneerjah ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT smithalbertv ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT sofiaheidij ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT spaldingdylan ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT spurdleamandab ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT starkzornitza ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT steinlincolnd ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT suematsumakoto ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT tanpatrick ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT bowerssarionr ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT teddsjonathana ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT thomsonalastaira ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT thorogoodadrian ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT tickletimothyl ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT tokunagakatsushi ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT tornroosjuha ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT torrentsdavid ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT upchurchsean ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT valenciaalfonso ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT vallsguimeraroman ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT brookesanthonyj ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
AT vamathevanjessica ga4ghinternationalpoliciesandstandardsfordatasharingacrossgenomicresearchandhealthcare
_version_ 1777668815098740736
spelling dig-ibe-es-10261-2690212023-01-03T11:53:33Z GA4GH: International policies and standards for data sharing across genomic research and healthcare Rehm, Heidi L. Page, Angela Smith, Lindsay Adams, Jeremy B. Alterovitz, Gil Babb, Lawrence J. Barkley, Maxmillian P. Baudis, Michael Beauvais, Michael J. S. Beck, Tim Beckmann, Jacques S. Varma, Susheel Vears, Danya F. Viner, Coby Voisin, Craig Wagner, Alex H. Wallace, Susan E. Walsh, Brian P. Williams, Marc S. Winkler, Eva C. Brudno, Michael Kelleher, Jerome Wold, Barbara J. Wood, Grant M. Woolley, J. Patrick Yamasaki, Chisato Yates, Andrew D. Yung, Christina K. Zass, Lyndon J. Zaytseva, Ksenia Zhang, Junjun Goodhand, Peter Kerry, Giselle Brush,Matthew H. North, Kathryn Birney, Ewan Bujold, David Burdett, Tony Buske, Orion J. Cabili, Moran N. Cameron, Daniel L. Carroll, Robert J. Casas-Silva, Esmeralda Khor, Seik-Soon Chakravarty, Debyani Chaudhari, Bimal P. Chen, Shu Hui Cherry, J. Michael Chung, Justina Cline, Melissa Clissold, Hayley L. Cook-Deegan, Robert M. Courtot, Melanie Cunningham, Fiona Knoppers, Bartha M. Cupak, Miro Davies, Robert M. Denisko, Danielle Doerr, Megan J. Dolman, Lena I. Dove, Edward S. Dursi, Lewis Jonathan Dyke, Stephanie O. M. Eddy, James A. Eilbeck, Karen Konopko, Melissa A. Ellrott, Kyle P. Fairley, Susan Fakhro, Khalid A. Firth, Helen V. Fitzsimons, Michael S. Fiume, Marc Flicek, Paul Fore, Ian M. Freeberg, Mallory A. Freimuth, Robert R. Kosaki, Kenjiro Fromont, Lauren A. Fuerth, Jonathan Gaff, Clara L. Gan, Weiniu Ghanaim, Elena M. Glazer, David Green, Robert C. Griffith, Malachi Griffith, Obi L. Grossman, Robert L. Kuba, Martin Groza, Tudor Guidry Auvil, Jaime M. Guigó, Roderic Gupta, Dipayan Haendel, Melissa A. Hamosh, Ada Hansen, David P. Hart, Reece K. Hartley, Dean Mitchell Haussler, David Lawson, Jonathan Hendricks-Sturrup, Rachele M. Ho, Calvin W. L. Hobb, Ashley E. Hoffman, Michael M. Hofmann, Oliver M. Holub, Petr Shujui Hsu, Jacob Hubaux, Jean-Pierre Hunt, Sarah E. Husami, Ammar Leinonen, Rasko Jacobsen, Julius O. Jamuar, Saumya S. Janes, Elizabeth L. Jeanson, Francis Jene, Aina Johns, Amber L. Joly, Yann Jones, Steven J. M. Kanitz, Alexander Kato, Kazuto Li, Stephanie Keane, Thomas M. Kekesi-Lafrance, Kristina Beltran, Sergi Lin, Michael F. Linden, Mikael Liu, Xianglin Udara Liyanage, Isuru López, Javier Lucassen, Anneke M. Lukowski, Michael Mann, Alice L. Marshall, John Mattioni, Michele Bernick, David Metke-Jiménez, Alejandro Middleton, Anna Milne, Richard J. Molnár-Gábor, Fruzsina Mulder, Nicola Muñoz-Torres, Mónica C. Nag, Rishi Nakagawa, Hidewaki Nasir, Jamal Navarro, Arcadi Bernier, Alexander Nelson, Tristan H. Niewielska, Ania Nisselle, Amy Niu, Jeffrey Nyrönen, Tommi H. O’Connor, Brian D. Oesterle, Sabine Ogishima, Soichi Wang, Vivian Ota Paglione, Laura A. D. Bonfield, James K. Palumbo, Emilio Parkinson, Helen E. Philippakis, Anthony A. Pizarro, Angel D. Prlic, Andreas Rambla, Jordi Rendon, Augusto Rider, Renee A. Robinson, Peter N. Rodarmer, Kurt W. Boughtwood, Tiffany F. Lyman Rodríguez, Laura Rubin, Alan F. Rueda, Manuel Rushton, Gregory A. Ryan, Rosalyn S. Saunders, Gary I. Schuilenburg, Helen Schwede, Torsten Scollen, Serena Senf, Alexander Bourque, Guillaume Sheffield, Nathan C. Skantharajah, Neerjah Smith, Albert V. Sofia, Heidi J. Spalding, Dylan Spurdle, Amanda B. Stark, Zornitza Stein, Lincoln D. Suematsu, Makoto Tan, Patrick Bowers, Sarion R. Tedds, Jonathan A. Thomson, Alastair A. Thorogood, Adrian Tickle, Timothy L. Tokunaga, Katsushi Törnroos,Juha Torrents, David Upchurch, Sean Valencia, Alfonso Valls Guimera, Roman Brookes, Anthony J. Vamathevan, Jessica Abigail Wexner Research Institute Academy of Finland Medical Research Future Fund BioBank Japan Canada Foundation for Innovation Canadian Institutes of Health Research European Commission German Research Foundation Genome Canada Google Howard Hughes Medical Institute Instituto de Salud Carlos III Japan Agency for Medical Research and Development Mayo Clinic Fundación "la Caixa" Ministère de l'Économie et de l'Innovation (Québec) Monarch Initiative National Human Genome Research Institute (US) National University of Singapore Agency for Science, Technology and Research A*STAR (Singapore) National Health and Medical Research Council (Australia) National Institutes of Health (US) National Institute of General Medical Sciences (US) Swiss Institute of Bioinformatics State Secretariat for Education, Research and Innovation (Switzerland) Terry Fox Research Institute Canada Research Chairs European Molecular Biology Laboratory Ministry of Research, Innovation and Science (Ontario) Ontario Genomics Institute Natural Sciences and Engineering Research Council of Canada Wellcome Trust National Taiwan University Data sharing Data access Precision medicine Learning health system Genomics Standards Policy Bioethics Data federation The Global Alliance for Genomics and Health (GA4GH) aims to accelerate biomedical advances by enabling the responsible sharing of clinical and genomic data through both harmonized data aggregation and federated approaches. The decreasing cost of genomic sequencing (along with other genome-wide molecular assays) and increasing evidence of its clinical utility will soon drive the generation of sequence data from tens of millions of humans, with increasing levels of diversity. In this perspective, we present the GA4GH strategies for addressing the major challenges of this data revolution. We describe the GA4GH organization, which is fueled by the development efforts of eight Work Streams and informed by the needs of 24 Driver Projects and other key stakeholders. We present the GA4GH suite of secure, interoperable technical standards and policy frameworks and review the current status of standards, their relevance to key domains of research and clinical care, and future plans of GA4GH. Broad international participation in building, adopting, and deploying GA4GH standards and frameworks will catalyze an unprecedented effort in data sharing that will be critical to advancing genomic medicine and ensuring that all populations can access its benefits. B.P.C. acknowledges funding from Abigail Wexner Research Institute at Nationwide Children’s Hospital; T.H. Nyrönen acknowledges funding from Academy of Finland grant #31996; A.M.-J., K.N., T.F.B., O.M.H., and Z.S. acknowledge funding from Australian Medical Research Future Fund; M.S. acknowledges funding from Biobank Japan; D. Bujold and S.J.M.J. acknowledge funding from Canada Foundation for Innovation; L.J.D. acknowledges funding from Canada Foundation for Innovation Cyber Infrastructure grant #34860; D. Bujold and G.B. acknowledge funding from CANARIE; L.J.D. acknowledges funding from CANARIE Research Data Management contract #RDM-090 (CHORD) and #RDM2-053 (ClinDIG); K.K.-L. acknowledges funding from CanSHARE; T.L.T. acknowledges funding from Chan Zuckerberg Initiative; T. Burdett acknowledges funding from Chan Zuckerberg Initiative grant #2017-171671; D. Bujold, G.B., and L.D.S. acknowledge funding from CIHR; L.J.D. acknowledges funding from CIHR grant #404896; M.J.S.B. acknowledges funding from CIHR grant #SBD-163124; M. Courtot and M. Linden acknowledge funding from CINECA project EU Horizon 2020 grant #825775; D. Bujold and G.B. acknowledge funding from Compute Canada; F.M.-G. acknowledges funding from the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – NFDI 1/1 “GHGA – German Human Genome-Phenome Archive; R.M.H.-S. acknowledges funding from Duke-Margolis Center for Health Policy; S.B. and A.J.B. acknowledge funding from EJP-RD EU Horizon 2020 grant #825575; A. Niewielska, A.K., D.S., G.I.S., J.A.T., J.R., M.A.K., M. Baudis, M. Linden, S.B., S.S., T.H. Nyrönen, and T.M.K. acknowledge funding from ELIXIR; A. Niewielska acknowledges funding from EOSC-Life EU Horizon 2020 grant #824087; J.-P.H. acknowledges funding from ETH Domain Strategic Focal Area “Personalized Health and Related Technologies (PHRT)” grant #2017-201; F.M.-G. acknowledges funding from EUCANCan EU Horizon 2020 grant #825835; B.M.K., D. Bujold, G.B., L.D.S., M.J.S.B., N.S., S.E.W., and Y.J. acknowledge funding from Genome Canada; B.M.K., M.J.S.B., S.E.W., and Y.J. acknowledge funding from Genome Quebec; F.M.-G. acknowledges funding from German Human Genome-Phenome Archive; C. Voisin acknowledges funding from Google; A.J.B. acknowledges funding from Health Data Research UK Substantive Site Award; D.H. acknowledges funding from Howard Hughes Medical Institute; S.B. acknowledges funding from Instituto de Salud Carlos III; S.-S.K. and K.T. acknowledge funding from Japan Agency for Medical Research and Development (AMED); S. Ogishima acknowledges funding from Japan Agency for Medical Research and Development (AMED) grant #20kk0205014h0005; C.Y. and K. Kosaki acknowledge funding from Japan Agency for Medical Research and Development (AMED) grant #JP18kk0205012; GEM Japan acknowledges funding from Japan Agency for Medical Research and Development (AMED) grants #19kk0205014h0004, #20kk0205014h0005, #20kk0205013h0005, #20kk0205012h0005, #20km0405401h0003, and #19km0405001h0104; J.R. acknowledges funding from La Caixa Foundation under project #LCF/PR/GN13/50260009; R.R.F. acknowledges funding from Mayo Clinic Center for Individualized Medicine; Y.J. and S.E.W. acknowledge funding from Ministère de l’Économie et de l’Innovation du Québec for the Can-SHARE Connect Project; S.E.W. and S.O.M.D. acknowledge funding from Ministère de l’Économie et de l’Innovation du Québec for the Can-SHARE grant #141210; M.A.H., M.C.M.-T., J.O.J., H.E.P., and P.N.R. acknowledge funding from Monarch Initiative grant #R24OD011883 and Phenomics First NHGRI grant #1RM1HG010860; A.L.M. and E.B. acknowledge funding from MRC grant #MC_PC_19024; P.T. acknowledges funding from National University of Singapore and Agency for Science, Technology and Research; J.M.C. acknowledges funding from NHGRI; A.H.W. acknowledges funding from NHGRI awards K99HG010157, R00HG010157, and R35HG011949; A.M.-J., K.N., D.P.H., O.M.H., T.F.B., and Z.S. acknowledge funding from NHMRC grants #GNT1113531 and #GNT2000001; D.L.C. acknowledges funding from NHMRC Ideas grant #1188098; A.B.S. acknowledges funding from NHMRC Investigator Fellowship grant #APP177524; J.M.C. and L.D.S. acknowledge funding from NIH; A.A.P. acknowledges funding from NIH Anvil; A.V.S. acknowledges funding from NIH contract #HHSN268201800002I (TOPMed Informatics Research Center); S.U. acknowledges funding from NIH ENCODE grant #UM1HG009443; M.C.M.-T. and M.A.H. acknowledge funding from NIH grant #1U13CA221044; R.J.C. acknowledges funding from NIH grants #1U24HG010262 and #1U2COD023196; M.G. acknowledges funding from NIH grant #R00HG007940; J.B.A., S.L., P.G., E.B., H.L.R., and L.S. acknowledge funding from NIH grant #U24HG011025; K.P.E. acknowledges funding from NIH grant #U2C-RM-160010; J.A.E. acknowledges funding from NIH NCATS grant #U24TR002306; M.M. acknowledges funding from NIH NCI contract #HHSN261201400008c and ID/IQ Agreement #17X146 under contract #HHSN2612015000031 and #75N91019D00024; R.M.C.-D. acknowledges funding from NIH NCI grant #R01CA237118; M. Cline acknowledges funding from NIH NCI grant #U01CA242954; K.P.E. acknowledges funding from NIH NCI ITCR grant #1U24CA231877-01; O.L.G. acknowledges funding from NIH NCI ITCR grant #U24CA237719; R.L.G. acknowledges funding from NIH NCI task order #17X147F10 under contract #HHSN261200800001E; A.F.R. acknowledges funding from NIH NHGRI grant #RM1HG010461; N.M. and L.J.Z. acknowledge funding from NIH NHGRI grant #U24HG006941; R.R.F., T.H. Nelson, L.J.B., and H.L.R. acknowledge funding from NIH NHGRI grant #U41HG006834; B.J.W. acknowledges funding from NIH NHGRI grant #UM1HG009443A; M. Cline acknowledges funding from NIH NHLBI BioData Catalyst Fellowship grant #5118777; M.M. acknowledges funding from NIH NHLBI BioData Catalyst Program grant #1OT3HL142478-01; N.C.S. acknowledges funding from NIH NIGMS grant #R35-GM128636; M.C.M.-T., M.A.H., P.N.R., and R.R.F. acknowledge funding from NIH NLM contract #75N97019P00280; E.B. and A.L.M. acknowledge funding from NIHR; R.G. acknowledges funding from Project Ris3CAT VEIS; S.B. acknowledges funding from RD-Connect, Seventh Framework Program grant #305444; J.K. acknowledges funding from Robertson Foundation; S.B. and A.J.B. acknowledge funding from Solve-RD, EU Horizon 2020 grant #779257; T.S. and S. Oesterle acknowledge funding from Swiss Institute of Bioinformatics (SIB) and Swiss Personalized Health Network (SPHN), supported by the Swiss State Secretariat for Education, Research and Innovation SERI; S.J.M.J. acknowledges funding from Terry Fox Research Institute; A.E.H., M.P.B., M. Cupak, M.F., and J.F. acknowledge funding from the Digital Technology Supercluster; D.F.V. acknowledges funding from the Australian Medical Research Future Fund, as part of the Genomics Health Futures Mission grant #76749; M. Baudis acknowledges funding from the BioMedIT Network project of Swiss Institute of Bioinformatics (SIB) and Swiss Personalized Health Network (SPHN); B.M.K. acknowledges funding from the Canada Research Chair in Law and Medicine and CIHR grant #SBD-163124; D.S., G.I.S., M.A.K., S.B., S.S., and T.H. Nyrönen acknowledge funding from the EU Horizon 2020 Beyond 1 Million Genomes (B1MG) Project grant #951724; P.F., A.D.Y., F.C., H.S., I.U.L., D. Gupta, M. Courtot, S.E.H., T. Burdett, T.M.K., and S.F. acknowledge funding from the European Molecular Biology Laboratory; Y.J. and S.E.W. acknowledge funding from the Government of Canada; P.G. acknowledges funding from the Government of Canada through Genome Canada and the Ontario Genomics Institute (OGI-206); J.Z. acknowledges funding from the Government of Ontario; C.K.Y. acknowledges funding from the Government of Ontario, Canada Foundation for Innovation; C. Viner and M.M.H. acknowledge funding from the Natural Sciences and Engineering Research Council of Canada (grant #RGPIN-2015-03948 to M.M.H. and Alexander Graham Bell Canada Graduate Scholarship to C.V.); K.K.-L. acknowledges funding from the Program for Integrated Database of Clinical and Genomic Information; J.K. acknowledges funding from the Robertson Foundation; D.F.V. acknowledges funding from the Victorian State Government through the Operational Infrastructure Support (OIS) Program; A.M.L., R.N., and H.V.F. acknowledge funding from Wellcome (collaborative award); F.C., H.S., P.F., and S.E.H. acknowledge funding from Wellcome Trust grant #108749/Z/15/Z; A.D.Y., H.S., I.U.L., M. Courtot, H.E.P., P.F., and T.M.K. acknowledge funding from Wellcome Trust grant #201535/Z/16/Z; A.M., J.K.B., R.J.M., R.M.D., and T.M.K. acknowledge funding from Wellcome Trust grant #206194; E.B., P.F., P.G., and S.F. acknowledge funding from Wellcome Trust grant #220544/Z/20/Z; A. Hamosh acknowledges funding from NIH NHGRI grant U41HG006627 and U54HG006542; J.S.H. acknowledges funding from National Taiwan University #91F701-45C and #109T098-02; the work of K.W.R. was supported by the Intramural Research Program of the National Library of Medicine, NIH. For the purpose of open access, the author has applied a CC BY public copyright license to any Author Accepted Manuscript version arising from this submission. H.V.F. acknowledges funding from Wellcome Grant 200990/A/16/Z ‘Designing, developing and delivering integrated foundations for genomic medicine'. Peer reviewed 2022-05-09T10:47:07Z 2022-05-09T10:47:07Z 2021-11-10 artículo http://purl.org/coar/resource_type/c_6501 Cell Genomics 1(2): 100029 (2021) http://hdl.handle.net/10261/269021 10.1016/j.xgen.2021.100029 2666-979X http://dx.doi.org/10.13039/100000002 http://dx.doi.org/10.13039/501100006477 http://dx.doi.org/10.13039/501100001352 http://dx.doi.org/10.13039/501100000038 http://dx.doi.org/10.13039/501100000092 http://dx.doi.org/10.13039/501100004376 http://dx.doi.org/10.13039/100004440 http://dx.doi.org/10.13039/100000871 http://dx.doi.org/10.13039/501100002341 http://dx.doi.org/10.13039/501100001348 http://dx.doi.org/10.13039/501100001805 http://dx.doi.org/10.13039/501100001804 http://dx.doi.org/10.13039/501100000024 http://dx.doi.org/10.13039/501100000780 http://dx.doi.org/10.13039/100013060 http://dx.doi.org/10.13039/100008762 http://dx.doi.org/10.13039/501100001659 http://dx.doi.org/10.13039/100006785 http://dx.doi.org/10.13039/100000011 http://dx.doi.org/10.13039/501100004587 http://dx.doi.org/10.13039/501100000925 http://dx.doi.org/10.13039/100000051 http://dx.doi.org/10.13039/100000057 en #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/EC/H2020/825775 info:eu-repo/grantAgreement/EC/H2020/824087 info:eu-repo/grantAgreement/EC/H2020/825835 info:eu-repo/grantAgreement/EC/H2020/779257 info:eu-repo/grantAgreement/EC/H2020/951724 Publisher's version https://doi.org/10.1016/j.xgen.2021.100029 Sí open application/pdf Elsevier