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Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention

Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associat...

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Autores principales: Wang, Zhe, Emmerich, Andrew, Pillon, Nicolas J., Moore, Tim, Hemerich, Daiane, Cornelis, Marilyn C., Mazzaferro, Eugenia, Broos, Siacia, Ahluwalia, Tarunveer S., Bartz, Traci M., Bentley, Amy R., Bielak, Lawrence F., Chong, Mike, Chu, Audrey Y., Berry, Diane, Dorajoo, Rajkumar, Dueker, Nicole D., Kasbohm, Elisa, Feenstra, Bjarke, Feitosa, Mary F., Gieger, Christian, Graff, Mariaelisa, Hall, Leanne M., Haller, Toomas, Hartwig, Fernando P., Hillis, David A., Huikari, Ville, Heard-Costa, Nancy, Holzapfel, Christina, Jackson, Anne U., Johansson, Åsa, Jørgensen, Anja Moltke, Kaakinen, Marika A., Karlsson, Robert, Kerr, Kathleen F., Kim, Boram, Koolhaas, Chantal M., Kutalik, Zoltan, Lagou, Vasiliki, Lind, Penelope A., Lorentzon, Mattias, Lyytikäinen, Leo-Pekka, Mangino, Massimo, Metzendorf, Christoph, Monroe, Kristine R., Pacolet, Alexander, Pérusse, Louis, Pool, Rene, Richmond, Rebecca C., Rivera, Natalia V., Robiou-du-Pont, Sebastien, Schraut, Katharina E., Schulz, Christina-Alexandra, Stringham, Heather M., Tanaka, Toshiko, Teumer, Alexander, Turman, Constance, van der Most, Peter J., Vanmunster, Mathias, van Rooij, Frank J. A., van Vliet-Ostaptchouk, Jana V., Zhang, Xiaoshuai, Zhao, Jing-Hua, Zhao, Wei, Balkhiyarova, Zhanna, Balslev-Harder, Marie N., Baumeister, Sebastian E., Beilby, John, Blangero, John, Boomsma, Dorret I., Brage, Soren, Braund, Peter S., Brody, Jennifer A., Bruinenberg, Marcel, Ekelund, Ulf, Liu, Ching-Ti, Cole, John W., Collins, Francis S., Cupples, L. Adrienne, Esko, Tõnu, Enroth, Stefan, Faul, Jessica D., Fernandez-Rhodes, Lindsay, Fohner, Alison E., Franco, Oscar H., Galesloot, Tessel E., Gordon, Scott D., Grarup, Niels, Hartman, Catharina A., Heiss, Gerardo, Hui, Jennie, Illig, Thomas, Jago, Russell, James, Alan, Joshi, Peter K., Jung, Taeyeong, Kähönen, Mika, Kilpeläinen, Tuomas O., Koh, Woon-Puay, Kolcic, Ivana, Kraft, Peter P., Kuusisto, Johanna, Launer, Lenore J., Li, Aihua, Linneberg, Allan, Luan, Jian’an, Vidal, Pedro Marques, Medland, Sarah E., Milaneschi, Yuri, Moscati, Arden, Musk, Bill, Nelson, Christopher P., Nolte, Ilja M., Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Power, Christine, Raitakari, Olli T., Reedik, Mägi, Reiner, Alex P., Ridker, Paul M., Rudan, Igor, Ryan, Kathy, Sarzynski, Mark A., Scott, Laura J., Scott, Robert A., Sidney, Stephen, Siggeirsdottir, Kristin, Smith, Albert V., Smith, Jennifer A., Sonestedt, Emily, Strøm, Marin, Tai, E. Shyong, Teo, Koon K., Thorand, Barbara, Tönjes, Anke, Tremblay, Angelo, Uitterlinden, Andre G., Vangipurapu, Jagadish, van Schoor, Natasja, Völker, Uwe, Willemsen, Gonneke, Williams, Kayleen, Wong, Quenna, Xu, Huichun, Young, Kristin L., Yuan, Jian Min, Zillikens, M. Carola, Zonderman, Alan B., Ameur, Adam, Bandinelli, Stefania, Bis, Joshua C., Boehnke, Michael, Bouchard, Claude, Chasman, Daniel I., Smith, George Davey, de Geus, Eco J. C., Deldicque, Louise, Dörr, Marcus, Evans, Michele K., Ferrucci, Luigi, Fornage, Myriam, Fox, Caroline, Garland, Theodore, Gudnason, Vilmundur, Gyllensten, Ulf, Hansen, Torben, Hayward, Caroline, Horta, Bernardo L., Hyppönen, Elina, Jarvelin, Marjo-Riitta, Johnson, W. Craig, Kardia, Sharon L. R., Kiemeney, Lambertus A., Laakso, Markku, Langenberg, Claudia, Lehtimäki, Terho, Marchand, Loic Le, Magnusson, Patrik K. E., Martin, Nicholas G., Melbye, Mads, Metspalu, Andres, Meyre, David, North, Kari E., Ohlsson, Claes, Oldehinkel, Albertine J., Orho-Melander, Marju, Pare, Guillaume, Park, Taesung, Pedersen, Oluf, Penninx, Brenda W. J. H., Pers, Tune H., Polasek, Ozren, Prokopenko, Inga, Rotimi, Charles N., Samani, Nilesh J., Sim, Xueling, Snieder, Harold, Sørensen, Thorkild I. A., Spector, Tim D., Timpson, Nicholas J., van Dam, Rob M., van der Velde, Nathalie, van Duijn, Cornelia M., Vollenweider, Peter, Völzke, Henry, Voortman, Trudy, Waeber, Gérard, Wareham, Nicholas J., Weir, David R., Wichmann, Heinz-Erich, Wilson, James F., Hevener, Andrea L., Krook, Anna, Zierath, Juleen R., Thomis, Martine A. I., Loos, Ruth J. F., Hoed, Marcel den
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470530/
https://www.ncbi.nlm.nih.gov/pubmed/36071172
http://dx.doi.org/10.1038/s41588-022-01165-1
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author Wang, Zhe
Emmerich, Andrew
Pillon, Nicolas J.
Moore, Tim
Hemerich, Daiane
Cornelis, Marilyn C.
Mazzaferro, Eugenia
Broos, Siacia
Ahluwalia, Tarunveer S.
Bartz, Traci M.
Bentley, Amy R.
Bielak, Lawrence F.
Chong, Mike
Chu, Audrey Y.
Berry, Diane
Dorajoo, Rajkumar
Dueker, Nicole D.
Kasbohm, Elisa
Feenstra, Bjarke
Feitosa, Mary F.
Gieger, Christian
Graff, Mariaelisa
Hall, Leanne M.
Haller, Toomas
Hartwig, Fernando P.
Hillis, David A.
Huikari, Ville
Heard-Costa, Nancy
Holzapfel, Christina
Jackson, Anne U.
Johansson, Åsa
Jørgensen, Anja Moltke
Kaakinen, Marika A.
Karlsson, Robert
Kerr, Kathleen F.
Kim, Boram
Koolhaas, Chantal M.
Kutalik, Zoltan
Lagou, Vasiliki
Lind, Penelope A.
Lorentzon, Mattias
Lyytikäinen, Leo-Pekka
Mangino, Massimo
Metzendorf, Christoph
Monroe, Kristine R.
Pacolet, Alexander
Pérusse, Louis
Pool, Rene
Richmond, Rebecca C.
Rivera, Natalia V.
Robiou-du-Pont, Sebastien
Schraut, Katharina E.
Schulz, Christina-Alexandra
Stringham, Heather M.
Tanaka, Toshiko
Teumer, Alexander
Turman, Constance
van der Most, Peter J.
Vanmunster, Mathias
van Rooij, Frank J. A.
van Vliet-Ostaptchouk, Jana V.
Zhang, Xiaoshuai
Zhao, Jing-Hua
Zhao, Wei
Balkhiyarova, Zhanna
Balslev-Harder, Marie N.
Baumeister, Sebastian E.
Beilby, John
Blangero, John
Boomsma, Dorret I.
Brage, Soren
Braund, Peter S.
Brody, Jennifer A.
Bruinenberg, Marcel
Ekelund, Ulf
Liu, Ching-Ti
Cole, John W.
Collins, Francis S.
Cupples, L. Adrienne
Esko, Tõnu
Enroth, Stefan
Faul, Jessica D.
Fernandez-Rhodes, Lindsay
Fohner, Alison E.
Franco, Oscar H.
Galesloot, Tessel E.
Gordon, Scott D.
Grarup, Niels
Hartman, Catharina A.
Heiss, Gerardo
Hui, Jennie
Illig, Thomas
Jago, Russell
James, Alan
Joshi, Peter K.
Jung, Taeyeong
Kähönen, Mika
Kilpeläinen, Tuomas O.
Koh, Woon-Puay
Kolcic, Ivana
Kraft, Peter P.
Kuusisto, Johanna
Launer, Lenore J.
Li, Aihua
Linneberg, Allan
Luan, Jian’an
Vidal, Pedro Marques
Medland, Sarah E.
Milaneschi, Yuri
Moscati, Arden
Musk, Bill
Nelson, Christopher P.
Nolte, Ilja M.
Pedersen, Nancy L.
Peters, Annette
Peyser, Patricia A.
Power, Christine
Raitakari, Olli T.
Reedik, Mägi
Reiner, Alex P.
Ridker, Paul M.
Rudan, Igor
Ryan, Kathy
Sarzynski, Mark A.
Scott, Laura J.
Scott, Robert A.
Sidney, Stephen
Siggeirsdottir, Kristin
Smith, Albert V.
Smith, Jennifer A.
Sonestedt, Emily
Strøm, Marin
Tai, E. Shyong
Teo, Koon K.
Thorand, Barbara
Tönjes, Anke
Tremblay, Angelo
Uitterlinden, Andre G.
Vangipurapu, Jagadish
van Schoor, Natasja
Völker, Uwe
Willemsen, Gonneke
Williams, Kayleen
Wong, Quenna
Xu, Huichun
Young, Kristin L.
Yuan, Jian Min
Zillikens, M. Carola
Zonderman, Alan B.
Ameur, Adam
Bandinelli, Stefania
Bis, Joshua C.
Boehnke, Michael
Bouchard, Claude
Chasman, Daniel I.
Smith, George Davey
de Geus, Eco J. C.
Deldicque, Louise
Dörr, Marcus
Evans, Michele K.
Ferrucci, Luigi
Fornage, Myriam
Fox, Caroline
Garland, Theodore
Gudnason, Vilmundur
Gyllensten, Ulf
Hansen, Torben
Hayward, Caroline
Horta, Bernardo L.
Hyppönen, Elina
Jarvelin, Marjo-Riitta
Johnson, W. Craig
Kardia, Sharon L. R.
Kiemeney, Lambertus A.
Laakso, Markku
Langenberg, Claudia
Lehtimäki, Terho
Marchand, Loic Le
Magnusson, Patrik K. E.
Martin, Nicholas G.
Melbye, Mads
Metspalu, Andres
Meyre, David
North, Kari E.
Ohlsson, Claes
Oldehinkel, Albertine J.
Orho-Melander, Marju
Pare, Guillaume
Park, Taesung
Pedersen, Oluf
Penninx, Brenda W. J. H.
Pers, Tune H.
Polasek, Ozren
Prokopenko, Inga
Rotimi, Charles N.
Samani, Nilesh J.
Sim, Xueling
Snieder, Harold
Sørensen, Thorkild I. A.
Spector, Tim D.
Timpson, Nicholas J.
van Dam, Rob M.
van der Velde, Nathalie
van Duijn, Cornelia M.
Vollenweider, Peter
Völzke, Henry
Voortman, Trudy
Waeber, Gérard
Wareham, Nicholas J.
Weir, David R.
Wichmann, Heinz-Erich
Wilson, James F.
Hevener, Andrea L.
Krook, Anna
Zierath, Juleen R.
Thomis, Martine A. I.
Loos, Ruth J. F.
Hoed, Marcel den
author_facet Wang, Zhe
Emmerich, Andrew
Pillon, Nicolas J.
Moore, Tim
Hemerich, Daiane
Cornelis, Marilyn C.
Mazzaferro, Eugenia
Broos, Siacia
Ahluwalia, Tarunveer S.
Bartz, Traci M.
Bentley, Amy R.
Bielak, Lawrence F.
Chong, Mike
Chu, Audrey Y.
Berry, Diane
Dorajoo, Rajkumar
Dueker, Nicole D.
Kasbohm, Elisa
Feenstra, Bjarke
Feitosa, Mary F.
Gieger, Christian
Graff, Mariaelisa
Hall, Leanne M.
Haller, Toomas
Hartwig, Fernando P.
Hillis, David A.
Huikari, Ville
Heard-Costa, Nancy
Holzapfel, Christina
Jackson, Anne U.
Johansson, Åsa
Jørgensen, Anja Moltke
Kaakinen, Marika A.
Karlsson, Robert
Kerr, Kathleen F.
Kim, Boram
Koolhaas, Chantal M.
Kutalik, Zoltan
Lagou, Vasiliki
Lind, Penelope A.
Lorentzon, Mattias
Lyytikäinen, Leo-Pekka
Mangino, Massimo
Metzendorf, Christoph
Monroe, Kristine R.
Pacolet, Alexander
Pérusse, Louis
Pool, Rene
Richmond, Rebecca C.
Rivera, Natalia V.
Robiou-du-Pont, Sebastien
Schraut, Katharina E.
Schulz, Christina-Alexandra
Stringham, Heather M.
Tanaka, Toshiko
Teumer, Alexander
Turman, Constance
van der Most, Peter J.
Vanmunster, Mathias
van Rooij, Frank J. A.
van Vliet-Ostaptchouk, Jana V.
Zhang, Xiaoshuai
Zhao, Jing-Hua
Zhao, Wei
Balkhiyarova, Zhanna
Balslev-Harder, Marie N.
Baumeister, Sebastian E.
Beilby, John
Blangero, John
Boomsma, Dorret I.
Brage, Soren
Braund, Peter S.
Brody, Jennifer A.
Bruinenberg, Marcel
Ekelund, Ulf
Liu, Ching-Ti
Cole, John W.
Collins, Francis S.
Cupples, L. Adrienne
Esko, Tõnu
Enroth, Stefan
Faul, Jessica D.
Fernandez-Rhodes, Lindsay
Fohner, Alison E.
Franco, Oscar H.
Galesloot, Tessel E.
Gordon, Scott D.
Grarup, Niels
Hartman, Catharina A.
Heiss, Gerardo
Hui, Jennie
Illig, Thomas
Jago, Russell
James, Alan
Joshi, Peter K.
Jung, Taeyeong
Kähönen, Mika
Kilpeläinen, Tuomas O.
Koh, Woon-Puay
Kolcic, Ivana
Kraft, Peter P.
Kuusisto, Johanna
Launer, Lenore J.
Li, Aihua
Linneberg, Allan
Luan, Jian’an
Vidal, Pedro Marques
Medland, Sarah E.
Milaneschi, Yuri
Moscati, Arden
Musk, Bill
Nelson, Christopher P.
Nolte, Ilja M.
Pedersen, Nancy L.
Peters, Annette
Peyser, Patricia A.
Power, Christine
Raitakari, Olli T.
Reedik, Mägi
Reiner, Alex P.
Ridker, Paul M.
Rudan, Igor
Ryan, Kathy
Sarzynski, Mark A.
Scott, Laura J.
Scott, Robert A.
Sidney, Stephen
Siggeirsdottir, Kristin
Smith, Albert V.
Smith, Jennifer A.
Sonestedt, Emily
Strøm, Marin
Tai, E. Shyong
Teo, Koon K.
Thorand, Barbara
Tönjes, Anke
Tremblay, Angelo
Uitterlinden, Andre G.
Vangipurapu, Jagadish
van Schoor, Natasja
Völker, Uwe
Willemsen, Gonneke
Williams, Kayleen
Wong, Quenna
Xu, Huichun
Young, Kristin L.
Yuan, Jian Min
Zillikens, M. Carola
Zonderman, Alan B.
Ameur, Adam
Bandinelli, Stefania
Bis, Joshua C.
Boehnke, Michael
Bouchard, Claude
Chasman, Daniel I.
Smith, George Davey
de Geus, Eco J. C.
Deldicque, Louise
Dörr, Marcus
Evans, Michele K.
Ferrucci, Luigi
Fornage, Myriam
Fox, Caroline
Garland, Theodore
Gudnason, Vilmundur
Gyllensten, Ulf
Hansen, Torben
Hayward, Caroline
Horta, Bernardo L.
Hyppönen, Elina
Jarvelin, Marjo-Riitta
Johnson, W. Craig
Kardia, Sharon L. R.
Kiemeney, Lambertus A.
Laakso, Markku
Langenberg, Claudia
Lehtimäki, Terho
Marchand, Loic Le
Magnusson, Patrik K. E.
Martin, Nicholas G.
Melbye, Mads
Metspalu, Andres
Meyre, David
North, Kari E.
Ohlsson, Claes
Oldehinkel, Albertine J.
Orho-Melander, Marju
Pare, Guillaume
Park, Taesung
Pedersen, Oluf
Penninx, Brenda W. J. H.
Pers, Tune H.
Polasek, Ozren
Prokopenko, Inga
Rotimi, Charles N.
Samani, Nilesh J.
Sim, Xueling
Snieder, Harold
Sørensen, Thorkild I. A.
Spector, Tim D.
Timpson, Nicholas J.
van Dam, Rob M.
van der Velde, Nathalie
van Duijn, Cornelia M.
Vollenweider, Peter
Völzke, Henry
Voortman, Trudy
Waeber, Gérard
Wareham, Nicholas J.
Weir, David R.
Wichmann, Heinz-Erich
Wilson, James F.
Hevener, Andrea L.
Krook, Anna
Zierath, Juleen R.
Thomis, Martine A. I.
Loos, Ruth J. F.
Hoed, Marcel den
author_sort Wang, Zhe
collection PubMed
description Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associate with self-reported moderate-to-vigorous intensity physical activity during leisure time (MVPA), leisure screen time (LST) and/or sedentary behavior at work. Loci associated with LST are enriched for genes whose expression in skeletal muscle is altered by resistance training. A missense variant in ACTN3 makes the alpha-actinin-3 filaments more flexible, resulting in lower maximal force in isolated type II(A) muscle fibers, and possibly protection from exercise-induced muscle damage. Finally, Mendelian randomization analyses show that beneficial effects of lower LST and higher MVPA on several risk factors and diseases are mediated or confounded by body mass index (BMI). Our results provide insights into physical activity mechanisms and its role in disease prevention.
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spelling pubmed-94705302022-09-15 Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention Wang, Zhe Emmerich, Andrew Pillon, Nicolas J. Moore, Tim Hemerich, Daiane Cornelis, Marilyn C. Mazzaferro, Eugenia Broos, Siacia Ahluwalia, Tarunveer S. Bartz, Traci M. Bentley, Amy R. Bielak, Lawrence F. Chong, Mike Chu, Audrey Y. Berry, Diane Dorajoo, Rajkumar Dueker, Nicole D. Kasbohm, Elisa Feenstra, Bjarke Feitosa, Mary F. Gieger, Christian Graff, Mariaelisa Hall, Leanne M. Haller, Toomas Hartwig, Fernando P. Hillis, David A. Huikari, Ville Heard-Costa, Nancy Holzapfel, Christina Jackson, Anne U. Johansson, Åsa Jørgensen, Anja Moltke Kaakinen, Marika A. Karlsson, Robert Kerr, Kathleen F. Kim, Boram Koolhaas, Chantal M. Kutalik, Zoltan Lagou, Vasiliki Lind, Penelope A. Lorentzon, Mattias Lyytikäinen, Leo-Pekka Mangino, Massimo Metzendorf, Christoph Monroe, Kristine R. Pacolet, Alexander Pérusse, Louis Pool, Rene Richmond, Rebecca C. Rivera, Natalia V. Robiou-du-Pont, Sebastien Schraut, Katharina E. Schulz, Christina-Alexandra Stringham, Heather M. Tanaka, Toshiko Teumer, Alexander Turman, Constance van der Most, Peter J. Vanmunster, Mathias van Rooij, Frank J. A. van Vliet-Ostaptchouk, Jana V. Zhang, Xiaoshuai Zhao, Jing-Hua Zhao, Wei Balkhiyarova, Zhanna Balslev-Harder, Marie N. Baumeister, Sebastian E. Beilby, John Blangero, John Boomsma, Dorret I. Brage, Soren Braund, Peter S. Brody, Jennifer A. Bruinenberg, Marcel Ekelund, Ulf Liu, Ching-Ti Cole, John W. Collins, Francis S. Cupples, L. Adrienne Esko, Tõnu Enroth, Stefan Faul, Jessica D. Fernandez-Rhodes, Lindsay Fohner, Alison E. Franco, Oscar H. Galesloot, Tessel E. Gordon, Scott D. Grarup, Niels Hartman, Catharina A. Heiss, Gerardo Hui, Jennie Illig, Thomas Jago, Russell James, Alan Joshi, Peter K. Jung, Taeyeong Kähönen, Mika Kilpeläinen, Tuomas O. Koh, Woon-Puay Kolcic, Ivana Kraft, Peter P. Kuusisto, Johanna Launer, Lenore J. Li, Aihua Linneberg, Allan Luan, Jian’an Vidal, Pedro Marques Medland, Sarah E. Milaneschi, Yuri Moscati, Arden Musk, Bill Nelson, Christopher P. Nolte, Ilja M. Pedersen, Nancy L. Peters, Annette Peyser, Patricia A. Power, Christine Raitakari, Olli T. Reedik, Mägi Reiner, Alex P. Ridker, Paul M. Rudan, Igor Ryan, Kathy Sarzynski, Mark A. Scott, Laura J. Scott, Robert A. Sidney, Stephen Siggeirsdottir, Kristin Smith, Albert V. Smith, Jennifer A. Sonestedt, Emily Strøm, Marin Tai, E. Shyong Teo, Koon K. Thorand, Barbara Tönjes, Anke Tremblay, Angelo Uitterlinden, Andre G. Vangipurapu, Jagadish van Schoor, Natasja Völker, Uwe Willemsen, Gonneke Williams, Kayleen Wong, Quenna Xu, Huichun Young, Kristin L. Yuan, Jian Min Zillikens, M. Carola Zonderman, Alan B. Ameur, Adam Bandinelli, Stefania Bis, Joshua C. Boehnke, Michael Bouchard, Claude Chasman, Daniel I. Smith, George Davey de Geus, Eco J. C. Deldicque, Louise Dörr, Marcus Evans, Michele K. Ferrucci, Luigi Fornage, Myriam Fox, Caroline Garland, Theodore Gudnason, Vilmundur Gyllensten, Ulf Hansen, Torben Hayward, Caroline Horta, Bernardo L. Hyppönen, Elina Jarvelin, Marjo-Riitta Johnson, W. Craig Kardia, Sharon L. R. Kiemeney, Lambertus A. Laakso, Markku Langenberg, Claudia Lehtimäki, Terho Marchand, Loic Le Magnusson, Patrik K. E. Martin, Nicholas G. Melbye, Mads Metspalu, Andres Meyre, David North, Kari E. Ohlsson, Claes Oldehinkel, Albertine J. Orho-Melander, Marju Pare, Guillaume Park, Taesung Pedersen, Oluf Penninx, Brenda W. J. H. Pers, Tune H. Polasek, Ozren Prokopenko, Inga Rotimi, Charles N. Samani, Nilesh J. Sim, Xueling Snieder, Harold Sørensen, Thorkild I. A. Spector, Tim D. Timpson, Nicholas J. van Dam, Rob M. van der Velde, Nathalie van Duijn, Cornelia M. Vollenweider, Peter Völzke, Henry Voortman, Trudy Waeber, Gérard Wareham, Nicholas J. Weir, David R. Wichmann, Heinz-Erich Wilson, James F. Hevener, Andrea L. Krook, Anna Zierath, Juleen R. Thomis, Martine A. I. Loos, Ruth J. F. Hoed, Marcel den Nat Genet Article Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associate with self-reported moderate-to-vigorous intensity physical activity during leisure time (MVPA), leisure screen time (LST) and/or sedentary behavior at work. Loci associated with LST are enriched for genes whose expression in skeletal muscle is altered by resistance training. A missense variant in ACTN3 makes the alpha-actinin-3 filaments more flexible, resulting in lower maximal force in isolated type II(A) muscle fibers, and possibly protection from exercise-induced muscle damage. Finally, Mendelian randomization analyses show that beneficial effects of lower LST and higher MVPA on several risk factors and diseases are mediated or confounded by body mass index (BMI). Our results provide insights into physical activity mechanisms and its role in disease prevention. Nature Publishing Group US 2022-09-07 2022 /pmc/articles/PMC9470530/ /pubmed/36071172 http://dx.doi.org/10.1038/s41588-022-01165-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Wang, Zhe
Emmerich, Andrew
Pillon, Nicolas J.
Moore, Tim
Hemerich, Daiane
Cornelis, Marilyn C.
Mazzaferro, Eugenia
Broos, Siacia
Ahluwalia, Tarunveer S.
Bartz, Traci M.
Bentley, Amy R.
Bielak, Lawrence F.
Chong, Mike
Chu, Audrey Y.
Berry, Diane
Dorajoo, Rajkumar
Dueker, Nicole D.
Kasbohm, Elisa
Feenstra, Bjarke
Feitosa, Mary F.
Gieger, Christian
Graff, Mariaelisa
Hall, Leanne M.
Haller, Toomas
Hartwig, Fernando P.
Hillis, David A.
Huikari, Ville
Heard-Costa, Nancy
Holzapfel, Christina
Jackson, Anne U.
Johansson, Åsa
Jørgensen, Anja Moltke
Kaakinen, Marika A.
Karlsson, Robert
Kerr, Kathleen F.
Kim, Boram
Koolhaas, Chantal M.
Kutalik, Zoltan
Lagou, Vasiliki
Lind, Penelope A.
Lorentzon, Mattias
Lyytikäinen, Leo-Pekka
Mangino, Massimo
Metzendorf, Christoph
Monroe, Kristine R.
Pacolet, Alexander
Pérusse, Louis
Pool, Rene
Richmond, Rebecca C.
Rivera, Natalia V.
Robiou-du-Pont, Sebastien
Schraut, Katharina E.
Schulz, Christina-Alexandra
Stringham, Heather M.
Tanaka, Toshiko
Teumer, Alexander
Turman, Constance
van der Most, Peter J.
Vanmunster, Mathias
van Rooij, Frank J. A.
van Vliet-Ostaptchouk, Jana V.
Zhang, Xiaoshuai
Zhao, Jing-Hua
Zhao, Wei
Balkhiyarova, Zhanna
Balslev-Harder, Marie N.
Baumeister, Sebastian E.
Beilby, John
Blangero, John
Boomsma, Dorret I.
Brage, Soren
Braund, Peter S.
Brody, Jennifer A.
Bruinenberg, Marcel
Ekelund, Ulf
Liu, Ching-Ti
Cole, John W.
Collins, Francis S.
Cupples, L. Adrienne
Esko, Tõnu
Enroth, Stefan
Faul, Jessica D.
Fernandez-Rhodes, Lindsay
Fohner, Alison E.
Franco, Oscar H.
Galesloot, Tessel E.
Gordon, Scott D.
Grarup, Niels
Hartman, Catharina A.
Heiss, Gerardo
Hui, Jennie
Illig, Thomas
Jago, Russell
James, Alan
Joshi, Peter K.
Jung, Taeyeong
Kähönen, Mika
Kilpeläinen, Tuomas O.
Koh, Woon-Puay
Kolcic, Ivana
Kraft, Peter P.
Kuusisto, Johanna
Launer, Lenore J.
Li, Aihua
Linneberg, Allan
Luan, Jian’an
Vidal, Pedro Marques
Medland, Sarah E.
Milaneschi, Yuri
Moscati, Arden
Musk, Bill
Nelson, Christopher P.
Nolte, Ilja M.
Pedersen, Nancy L.
Peters, Annette
Peyser, Patricia A.
Power, Christine
Raitakari, Olli T.
Reedik, Mägi
Reiner, Alex P.
Ridker, Paul M.
Rudan, Igor
Ryan, Kathy
Sarzynski, Mark A.
Scott, Laura J.
Scott, Robert A.
Sidney, Stephen
Siggeirsdottir, Kristin
Smith, Albert V.
Smith, Jennifer A.
Sonestedt, Emily
Strøm, Marin
Tai, E. Shyong
Teo, Koon K.
Thorand, Barbara
Tönjes, Anke
Tremblay, Angelo
Uitterlinden, Andre G.
Vangipurapu, Jagadish
van Schoor, Natasja
Völker, Uwe
Willemsen, Gonneke
Williams, Kayleen
Wong, Quenna
Xu, Huichun
Young, Kristin L.
Yuan, Jian Min
Zillikens, M. Carola
Zonderman, Alan B.
Ameur, Adam
Bandinelli, Stefania
Bis, Joshua C.
Boehnke, Michael
Bouchard, Claude
Chasman, Daniel I.
Smith, George Davey
de Geus, Eco J. C.
Deldicque, Louise
Dörr, Marcus
Evans, Michele K.
Ferrucci, Luigi
Fornage, Myriam
Fox, Caroline
Garland, Theodore
Gudnason, Vilmundur
Gyllensten, Ulf
Hansen, Torben
Hayward, Caroline
Horta, Bernardo L.
Hyppönen, Elina
Jarvelin, Marjo-Riitta
Johnson, W. Craig
Kardia, Sharon L. R.
Kiemeney, Lambertus A.
Laakso, Markku
Langenberg, Claudia
Lehtimäki, Terho
Marchand, Loic Le
Magnusson, Patrik K. E.
Martin, Nicholas G.
Melbye, Mads
Metspalu, Andres
Meyre, David
North, Kari E.
Ohlsson, Claes
Oldehinkel, Albertine J.
Orho-Melander, Marju
Pare, Guillaume
Park, Taesung
Pedersen, Oluf
Penninx, Brenda W. J. H.
Pers, Tune H.
Polasek, Ozren
Prokopenko, Inga
Rotimi, Charles N.
Samani, Nilesh J.
Sim, Xueling
Snieder, Harold
Sørensen, Thorkild I. A.
Spector, Tim D.
Timpson, Nicholas J.
van Dam, Rob M.
van der Velde, Nathalie
van Duijn, Cornelia M.
Vollenweider, Peter
Völzke, Henry
Voortman, Trudy
Waeber, Gérard
Wareham, Nicholas J.
Weir, David R.
Wichmann, Heinz-Erich
Wilson, James F.
Hevener, Andrea L.
Krook, Anna
Zierath, Juleen R.
Thomis, Martine A. I.
Loos, Ruth J. F.
Hoed, Marcel den
Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
title Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
title_full Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
title_fullStr Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
title_full_unstemmed Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
title_short Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
title_sort genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470530/
https://www.ncbi.nlm.nih.gov/pubmed/36071172
http://dx.doi.org/10.1038/s41588-022-01165-1
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AT oldehinkelalbertinej genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT orhomelandermarju genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT pareguillaume genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT parktaesung genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT pedersenoluf genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT penninxbrendawjh genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT perstuneh genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT polasekozren genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT prokopenkoinga genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT rotimicharlesn genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT samaninileshj genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT simxueling genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT sniederharold genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT sørensenthorkildia genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT spectortimd genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT timpsonnicholasj genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT vandamrobm genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT vanderveldenathalie genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT vanduijncorneliam genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT vollenweiderpeter genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT volzkehenry genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT voortmantrudy genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT waebergerard genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT warehamnicholasj genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT weirdavidr genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT wichmannheinzerich genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT wilsonjamesf genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT hevenerandreal genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT krookanna genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT zierathjuleenr genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT thomismartineai genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT loosruthjf genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention
AT hoedmarcelden genomewideassociationanalysesofphysicalactivityandsedentarybehaviorprovideinsightsintounderlyingmechanismsandrolesindiseaseprevention