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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 molec...

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Autores principales: Rehm, Heidi L., Page, Angela J.H., Smith, Lindsay, Adams, Jeremy B., Alterovitz, Gil, Babb, Lawrence J., Barkley, Maxmillian P., Baudis, Michael, Beauvais, Michael J.S., Beck, Tim, Beckmann, Jacques S., Beltran, Sergi, Bernick, David, Bernier, Alexander, Bonfield, James K., Boughtwood, Tiffany F., Bourque, Guillaume, Bowers, Sarion R., Brookes, Anthony J., Brudno, Michael, Brush, Matthew H., Bujold, David, Burdett, Tony, Buske, Orion J., Cabili, Moran N., Cameron, Daniel L., Carroll, Robert J., Casas-Silva, Esmeralda, Chakravarty, Debyani, Chaudhari, Bimal P., Chen, Shu Hui, Cherry, J. Michael, Chung, Justina, Cline, Melissa, Clissold, Hayley L., Cook-Deegan, Robert M., Courtot, Mélanie, Cunningham, Fiona, Cupak, Miro, Davies, Robert M., Denisko, Danielle, Doerr, Megan J., Dolman, Lena I., Dove, Edward S., Dursi, L. Jonathan, Dyke, Stephanie O.M., Eddy, James A., Eilbeck, Karen, 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., 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., 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, Hendricks-Sturrup, Rachele M., Ho, Calvin W.L., Hobb, Ashley E., Hoffman, Michael M., Hofmann, Oliver M., Holub, Petr, Hsu, Jacob Shujui, Hubaux, Jean-Pierre, Hunt, Sarah E., Husami, Ammar, Jacobsen, Julius O., Jamuar, Saumya S., Janes, Elizabeth L., Jeanson, Francis, Jené, Aina, Johns, Amber L., Joly, Yann, Jones, Steven J.M., Kanitz, Alexander, Kato, Kazuto, Keane, Thomas M., Kekesi-Lafrance, Kristina, Kelleher, Jerome, Kerry, Giselle, Khor, Seik-Soon, Knoppers, Bartha M., Konopko, Melissa A., Kosaki, Kenjiro, Kuba, Martin, Lawson, Jonathan, Leinonen, Rasko, Li, Stephanie, Lin, Michael F., Linden, Mikael, Liu, Xianglin, Liyanage, Isuru Udara, Lopez, Javier, Lucassen, Anneke M., Lukowski, Michael, Mann, Alice L., Marshall, John, Mattioni, Michele, Metke-Jimenez, Alejandro, Middleton, Anna, Milne, Richard J., Molnár-Gábor, Fruzsina, Mulder, Nicola, Munoz-Torres, Monica C., Nag, Rishi, Nakagawa, Hidewaki, Nasir, Jamal, Navarro, Arcadi, Nelson, Tristan H., Niewielska, Ania, Nisselle, Amy, Niu, Jeffrey, Nyrönen, Tommi H., O’Connor, Brian D., Oesterle, Sabine, Ogishima, Soichi, Ota Wang, Vivian, Paglione, Laura A.D., 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., Rodriguez, Laura Lyman, Rubin, Alan F., Rueda, Manuel, Rushton, Gregory A., Ryan, Rosalyn S., Saunders, Gary I., Schuilenburg, Helen, Schwede, Torsten, Scollen, Serena, Senf, Alexander, 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, Tedds, Jonathan A., Thomson, Alastair A., Thorogood, Adrian, Tickle, Timothy L., Tokunaga, Katsushi, Törnroos, Juha, Torrents, David, Upchurch, Sean, Valencia, Alfonso, Guimera, Roman Valls, Vamathevan, Jessica, Varma, Susheel, Vears, Danya F., Viner, Coby, Voisin, Craig, Wagner, Alex H., Wallace, Susan E., Walsh, Brian P., Williams, Marc S., Winkler, Eva C., 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, North, Kathryn, Birney, Ewan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774288/
https://www.ncbi.nlm.nih.gov/pubmed/35072136
http://dx.doi.org/10.1016/j.xgen.2021.100029
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author Rehm, Heidi L.
Page, Angela J.H.
Smith, Lindsay
Adams, Jeremy B.
Alterovitz, Gil
Babb, Lawrence J.
Barkley, Maxmillian P.
Baudis, Michael
Beauvais, Michael J.S.
Beck, Tim
Beckmann, Jacques S.
Beltran, Sergi
Bernick, David
Bernier, Alexander
Bonfield, James K.
Boughtwood, Tiffany F.
Bourque, Guillaume
Bowers, Sarion R.
Brookes, Anthony J.
Brudno, Michael
Brush, Matthew H.
Bujold, David
Burdett, Tony
Buske, Orion J.
Cabili, Moran N.
Cameron, Daniel L.
Carroll, Robert J.
Casas-Silva, Esmeralda
Chakravarty, Debyani
Chaudhari, Bimal P.
Chen, Shu Hui
Cherry, J. Michael
Chung, Justina
Cline, Melissa
Clissold, Hayley L.
Cook-Deegan, Robert M.
Courtot, Mélanie
Cunningham, Fiona
Cupak, Miro
Davies, Robert M.
Denisko, Danielle
Doerr, Megan J.
Dolman, Lena I.
Dove, Edward S.
Dursi, L. Jonathan
Dyke, Stephanie O.M.
Eddy, James A.
Eilbeck, Karen
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.
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.
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
Hendricks-Sturrup, Rachele M.
Ho, Calvin W.L.
Hobb, Ashley E.
Hoffman, Michael M.
Hofmann, Oliver M.
Holub, Petr
Hsu, Jacob Shujui
Hubaux, Jean-Pierre
Hunt, Sarah E.
Husami, Ammar
Jacobsen, Julius O.
Jamuar, Saumya S.
Janes, Elizabeth L.
Jeanson, Francis
Jené, Aina
Johns, Amber L.
Joly, Yann
Jones, Steven J.M.
Kanitz, Alexander
Kato, Kazuto
Keane, Thomas M.
Kekesi-Lafrance, Kristina
Kelleher, Jerome
Kerry, Giselle
Khor, Seik-Soon
Knoppers, Bartha M.
Konopko, Melissa A.
Kosaki, Kenjiro
Kuba, Martin
Lawson, Jonathan
Leinonen, Rasko
Li, Stephanie
Lin, Michael F.
Linden, Mikael
Liu, Xianglin
Liyanage, Isuru Udara
Lopez, Javier
Lucassen, Anneke M.
Lukowski, Michael
Mann, Alice L.
Marshall, John
Mattioni, Michele
Metke-Jimenez, Alejandro
Middleton, Anna
Milne, Richard J.
Molnár-Gábor, Fruzsina
Mulder, Nicola
Munoz-Torres, Monica C.
Nag, Rishi
Nakagawa, Hidewaki
Nasir, Jamal
Navarro, Arcadi
Nelson, Tristan H.
Niewielska, Ania
Nisselle, Amy
Niu, Jeffrey
Nyrönen, Tommi H.
O’Connor, Brian D.
Oesterle, Sabine
Ogishima, Soichi
Ota Wang, Vivian
Paglione, Laura A.D.
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.
Rodriguez, Laura Lyman
Rubin, Alan F.
Rueda, Manuel
Rushton, Gregory A.
Ryan, Rosalyn S.
Saunders, Gary I.
Schuilenburg, Helen
Schwede, Torsten
Scollen, Serena
Senf, Alexander
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
Tedds, Jonathan A.
Thomson, Alastair A.
Thorogood, Adrian
Tickle, Timothy L.
Tokunaga, Katsushi
Törnroos, Juha
Torrents, David
Upchurch, Sean
Valencia, Alfonso
Guimera, Roman Valls
Vamathevan, Jessica
Varma, Susheel
Vears, Danya F.
Viner, Coby
Voisin, Craig
Wagner, Alex H.
Wallace, Susan E.
Walsh, Brian P.
Williams, Marc S.
Winkler, Eva C.
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
North, Kathryn
Birney, Ewan
author_facet Rehm, Heidi L.
Page, Angela J.H.
Smith, Lindsay
Adams, Jeremy B.
Alterovitz, Gil
Babb, Lawrence J.
Barkley, Maxmillian P.
Baudis, Michael
Beauvais, Michael J.S.
Beck, Tim
Beckmann, Jacques S.
Beltran, Sergi
Bernick, David
Bernier, Alexander
Bonfield, James K.
Boughtwood, Tiffany F.
Bourque, Guillaume
Bowers, Sarion R.
Brookes, Anthony J.
Brudno, Michael
Brush, Matthew H.
Bujold, David
Burdett, Tony
Buske, Orion J.
Cabili, Moran N.
Cameron, Daniel L.
Carroll, Robert J.
Casas-Silva, Esmeralda
Chakravarty, Debyani
Chaudhari, Bimal P.
Chen, Shu Hui
Cherry, J. Michael
Chung, Justina
Cline, Melissa
Clissold, Hayley L.
Cook-Deegan, Robert M.
Courtot, Mélanie
Cunningham, Fiona
Cupak, Miro
Davies, Robert M.
Denisko, Danielle
Doerr, Megan J.
Dolman, Lena I.
Dove, Edward S.
Dursi, L. Jonathan
Dyke, Stephanie O.M.
Eddy, James A.
Eilbeck, Karen
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.
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.
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
Hendricks-Sturrup, Rachele M.
Ho, Calvin W.L.
Hobb, Ashley E.
Hoffman, Michael M.
Hofmann, Oliver M.
Holub, Petr
Hsu, Jacob Shujui
Hubaux, Jean-Pierre
Hunt, Sarah E.
Husami, Ammar
Jacobsen, Julius O.
Jamuar, Saumya S.
Janes, Elizabeth L.
Jeanson, Francis
Jené, Aina
Johns, Amber L.
Joly, Yann
Jones, Steven J.M.
Kanitz, Alexander
Kato, Kazuto
Keane, Thomas M.
Kekesi-Lafrance, Kristina
Kelleher, Jerome
Kerry, Giselle
Khor, Seik-Soon
Knoppers, Bartha M.
Konopko, Melissa A.
Kosaki, Kenjiro
Kuba, Martin
Lawson, Jonathan
Leinonen, Rasko
Li, Stephanie
Lin, Michael F.
Linden, Mikael
Liu, Xianglin
Liyanage, Isuru Udara
Lopez, Javier
Lucassen, Anneke M.
Lukowski, Michael
Mann, Alice L.
Marshall, John
Mattioni, Michele
Metke-Jimenez, Alejandro
Middleton, Anna
Milne, Richard J.
Molnár-Gábor, Fruzsina
Mulder, Nicola
Munoz-Torres, Monica C.
Nag, Rishi
Nakagawa, Hidewaki
Nasir, Jamal
Navarro, Arcadi
Nelson, Tristan H.
Niewielska, Ania
Nisselle, Amy
Niu, Jeffrey
Nyrönen, Tommi H.
O’Connor, Brian D.
Oesterle, Sabine
Ogishima, Soichi
Ota Wang, Vivian
Paglione, Laura A.D.
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.
Rodriguez, Laura Lyman
Rubin, Alan F.
Rueda, Manuel
Rushton, Gregory A.
Ryan, Rosalyn S.
Saunders, Gary I.
Schuilenburg, Helen
Schwede, Torsten
Scollen, Serena
Senf, Alexander
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
Tedds, Jonathan A.
Thomson, Alastair A.
Thorogood, Adrian
Tickle, Timothy L.
Tokunaga, Katsushi
Törnroos, Juha
Torrents, David
Upchurch, Sean
Valencia, Alfonso
Guimera, Roman Valls
Vamathevan, Jessica
Varma, Susheel
Vears, Danya F.
Viner, Coby
Voisin, Craig
Wagner, Alex H.
Wallace, Susan E.
Walsh, Brian P.
Williams, Marc S.
Winkler, Eva C.
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
North, Kathryn
Birney, Ewan
author_sort Rehm, Heidi L.
collection PubMed
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.
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spelling pubmed-87742882022-01-20 GA4GH: International policies and standards for data sharing across genomic research and healthcare Rehm, Heidi L. Page, Angela J.H. Smith, Lindsay Adams, Jeremy B. Alterovitz, Gil Babb, Lawrence J. Barkley, Maxmillian P. Baudis, Michael Beauvais, Michael J.S. Beck, Tim Beckmann, Jacques S. Beltran, Sergi Bernick, David Bernier, Alexander Bonfield, James K. Boughtwood, Tiffany F. Bourque, Guillaume Bowers, Sarion R. Brookes, Anthony J. Brudno, Michael Brush, Matthew H. Bujold, David Burdett, Tony Buske, Orion J. Cabili, Moran N. Cameron, Daniel L. Carroll, Robert J. Casas-Silva, Esmeralda Chakravarty, Debyani Chaudhari, Bimal P. Chen, Shu Hui Cherry, J. Michael Chung, Justina Cline, Melissa Clissold, Hayley L. Cook-Deegan, Robert M. Courtot, Mélanie Cunningham, Fiona Cupak, Miro Davies, Robert M. Denisko, Danielle Doerr, Megan J. Dolman, Lena I. Dove, Edward S. Dursi, L. Jonathan Dyke, Stephanie O.M. Eddy, James A. Eilbeck, Karen 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. 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. 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 Hendricks-Sturrup, Rachele M. Ho, Calvin W.L. Hobb, Ashley E. Hoffman, Michael M. Hofmann, Oliver M. Holub, Petr Hsu, Jacob Shujui Hubaux, Jean-Pierre Hunt, Sarah E. Husami, Ammar Jacobsen, Julius O. Jamuar, Saumya S. Janes, Elizabeth L. Jeanson, Francis Jené, Aina Johns, Amber L. Joly, Yann Jones, Steven J.M. Kanitz, Alexander Kato, Kazuto Keane, Thomas M. Kekesi-Lafrance, Kristina Kelleher, Jerome Kerry, Giselle Khor, Seik-Soon Knoppers, Bartha M. Konopko, Melissa A. Kosaki, Kenjiro Kuba, Martin Lawson, Jonathan Leinonen, Rasko Li, Stephanie Lin, Michael F. Linden, Mikael Liu, Xianglin Liyanage, Isuru Udara Lopez, Javier Lucassen, Anneke M. Lukowski, Michael Mann, Alice L. Marshall, John Mattioni, Michele Metke-Jimenez, Alejandro Middleton, Anna Milne, Richard J. Molnár-Gábor, Fruzsina Mulder, Nicola Munoz-Torres, Monica C. Nag, Rishi Nakagawa, Hidewaki Nasir, Jamal Navarro, Arcadi Nelson, Tristan H. Niewielska, Ania Nisselle, Amy Niu, Jeffrey Nyrönen, Tommi H. O’Connor, Brian D. Oesterle, Sabine Ogishima, Soichi Ota Wang, Vivian Paglione, Laura A.D. 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. Rodriguez, Laura Lyman Rubin, Alan F. Rueda, Manuel Rushton, Gregory A. Ryan, Rosalyn S. Saunders, Gary I. Schuilenburg, Helen Schwede, Torsten Scollen, Serena Senf, Alexander 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 Tedds, Jonathan A. Thomson, Alastair A. Thorogood, Adrian Tickle, Timothy L. Tokunaga, Katsushi Törnroos, Juha Torrents, David Upchurch, Sean Valencia, Alfonso Guimera, Roman Valls Vamathevan, Jessica Varma, Susheel Vears, Danya F. Viner, Coby Voisin, Craig Wagner, Alex H. Wallace, Susan E. Walsh, Brian P. Williams, Marc S. Winkler, Eva C. 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 North, Kathryn Birney, Ewan Cell Genom Perspective 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. Elsevier 2021-11-10 /pmc/articles/PMC8774288/ /pubmed/35072136 http://dx.doi.org/10.1016/j.xgen.2021.100029 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Perspective
Rehm, Heidi L.
Page, Angela J.H.
Smith, Lindsay
Adams, Jeremy B.
Alterovitz, Gil
Babb, Lawrence J.
Barkley, Maxmillian P.
Baudis, Michael
Beauvais, Michael J.S.
Beck, Tim
Beckmann, Jacques S.
Beltran, Sergi
Bernick, David
Bernier, Alexander
Bonfield, James K.
Boughtwood, Tiffany F.
Bourque, Guillaume
Bowers, Sarion R.
Brookes, Anthony J.
Brudno, Michael
Brush, Matthew H.
Bujold, David
Burdett, Tony
Buske, Orion J.
Cabili, Moran N.
Cameron, Daniel L.
Carroll, Robert J.
Casas-Silva, Esmeralda
Chakravarty, Debyani
Chaudhari, Bimal P.
Chen, Shu Hui
Cherry, J. Michael
Chung, Justina
Cline, Melissa
Clissold, Hayley L.
Cook-Deegan, Robert M.
Courtot, Mélanie
Cunningham, Fiona
Cupak, Miro
Davies, Robert M.
Denisko, Danielle
Doerr, Megan J.
Dolman, Lena I.
Dove, Edward S.
Dursi, L. Jonathan
Dyke, Stephanie O.M.
Eddy, James A.
Eilbeck, Karen
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.
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.
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
Hendricks-Sturrup, Rachele M.
Ho, Calvin W.L.
Hobb, Ashley E.
Hoffman, Michael M.
Hofmann, Oliver M.
Holub, Petr
Hsu, Jacob Shujui
Hubaux, Jean-Pierre
Hunt, Sarah E.
Husami, Ammar
Jacobsen, Julius O.
Jamuar, Saumya S.
Janes, Elizabeth L.
Jeanson, Francis
Jené, Aina
Johns, Amber L.
Joly, Yann
Jones, Steven J.M.
Kanitz, Alexander
Kato, Kazuto
Keane, Thomas M.
Kekesi-Lafrance, Kristina
Kelleher, Jerome
Kerry, Giselle
Khor, Seik-Soon
Knoppers, Bartha M.
Konopko, Melissa A.
Kosaki, Kenjiro
Kuba, Martin
Lawson, Jonathan
Leinonen, Rasko
Li, Stephanie
Lin, Michael F.
Linden, Mikael
Liu, Xianglin
Liyanage, Isuru Udara
Lopez, Javier
Lucassen, Anneke M.
Lukowski, Michael
Mann, Alice L.
Marshall, John
Mattioni, Michele
Metke-Jimenez, Alejandro
Middleton, Anna
Milne, Richard J.
Molnár-Gábor, Fruzsina
Mulder, Nicola
Munoz-Torres, Monica C.
Nag, Rishi
Nakagawa, Hidewaki
Nasir, Jamal
Navarro, Arcadi
Nelson, Tristan H.
Niewielska, Ania
Nisselle, Amy
Niu, Jeffrey
Nyrönen, Tommi H.
O’Connor, Brian D.
Oesterle, Sabine
Ogishima, Soichi
Ota Wang, Vivian
Paglione, Laura A.D.
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.
Rodriguez, Laura Lyman
Rubin, Alan F.
Rueda, Manuel
Rushton, Gregory A.
Ryan, Rosalyn S.
Saunders, Gary I.
Schuilenburg, Helen
Schwede, Torsten
Scollen, Serena
Senf, Alexander
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
Tedds, Jonathan A.
Thomson, Alastair A.
Thorogood, Adrian
Tickle, Timothy L.
Tokunaga, Katsushi
Törnroos, Juha
Torrents, David
Upchurch, Sean
Valencia, Alfonso
Guimera, Roman Valls
Vamathevan, Jessica
Varma, Susheel
Vears, Danya F.
Viner, Coby
Voisin, Craig
Wagner, Alex H.
Wallace, Susan E.
Walsh, Brian P.
Williams, Marc S.
Winkler, Eva C.
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
North, Kathryn
Birney, Ewan
GA4GH: International policies and standards for data sharing across genomic research and healthcare
title 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_short 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
topic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774288/
https://www.ncbi.nlm.nih.gov/pubmed/35072136
http://dx.doi.org/10.1016/j.xgen.2021.100029
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