Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention. Wang, Z., Emmerich, A., Pillon, N. J, Moore, T., Hemerich, D., Cornelis, M. C, Mazzaferro, E., Broos, S., Ahluwalia, T. S, Bartz, T. M, Bentley, A. R, Bielak, L. F, Chong, M., Chu, A. Y, Berry, D., Dorajoo, R., Dueker, N. D, Kasbohm, E., Feenstra, B., Feitosa, M. F, Gieger, C., Graff, M., Hall, L. M, Haller, T., Hartwig, F. P, Hillis, D. A, Huikari, V., Heard-Costa, N., Holzapfel, C., Jackson, A. U, Johansson, Å., Jørgensen, A. M., Kaakinen, M. A, Karlsson, R., Kerr, K. F, Kim, B., Koolhaas, C. M, Kutalik, Z., Lagou, V., Lind, P. A, Lorentzon, M., Lyytikäinen, L., Mangino, M., Metzendorf, C., Monroe, K. R, Pacolet, A., Pérusse, L., Pool, R., Richmond, R. C, Rivera, N. V, Robiou-du-Pont, S., Schraut, K. E, Schulz, C., Stringham, H. M, Tanaka, T., Teumer, A., Turman, C., van der Most, P. J, Vanmunster, M., van Rooij, F. J A, van Vliet-Ostaptchouk, J. V, Zhang, X., Zhao, J., Zhao, W., Balkhiyarova, Z., Balslev-Harder, M. N, Baumeister, S. E, Beilby, J., Blangero, J., Boomsma, D. I, Brage, S., Braund, P. S, Brody, J. A, Bruinenberg, M., Ekelund, U., Liu, C., Cole, J. W, Collins, F. S, Cupples, L A., Esko, T., Enroth, S., Faul, J. D, Fernandez-Rhodes, L., Fohner, A. E, Franco, O. H, Galesloot, T. E, Gordon, S. D, Grarup, N., Hartman, C. A, Heiss, G., Hui, J., Illig, T., Jago, R., James, A., Joshi, P. K, Jung, T., Kähönen, M., Kilpeläinen, T. O, Koh, W., Kolcic, I., Kraft, P. P, Kuusisto, J., Launer, L. J, Li, A., Linneberg, A., Luan, J., Vidal, P. M., Medland, S. E, Milaneschi, Y., Moscati, A., Musk, B., Nelson, C. P, Nolte, I. M, Pedersen, N. L, Peters, A., Peyser, P. A, Power, C., Raitakari, O. T, Reedik, M., Reiner, A. P, Ridker, P. M, Rudan, I., Ryan, K., Sarzynski, M. A, Scott, L. J, Scott, R. A, Sidney, S., Siggeirsdottir, K., Smith, A. V, Smith, J. A, Sonestedt, E., Strøm, M., Tai, E S., Teo, K. K, Thorand, B., Tönjes, A., Tremblay, A., Uitterlinden, A. G, Vangipurapu, J., van Schoor, N., Völker, U., Willemsen, G., Williams, K., Wong, Q., Xu, H., Young, K. L, Yuan, J. M., Zillikens, M C., Zonderman, A. B, Ameur, A., Bandinelli, S., Bis, J. C, Boehnke, M., Bouchard, C., Chasman, D. I, Smith, G. D., de Geus, E. J C, Deldicque, L., Dörr, M., Evans, M. K, Ferrucci, L., Fornage, M., Fox, C., Garland, J., Gudnason, V., Gyllensten, U., Hansen, T., Hayward, C., Horta, B. L, Hyppönen, E., Jarvelin, M., Johnson, W C., Kardia, S. L R, Kiemeney, L. A, Laakso, M., Langenberg, C., Lehtimäki, T., Marchand, L. L., Lifelines Cohort Study, Magnusson, P. K E, Martin, N. G, Melbye, M., Metspalu, A., Meyre, D., North, K. E, Ohlsson, C., Oldehinkel, A. J, Orho-Melander, M., Pare, G., Park, T., Pedersen, O., Penninx, B. W J H, Pers, T. H, Polasek, O., Prokopenko, I., Rotimi, C. N, Samani, N. J, Sim, X., Snieder, H., Sørensen, T. I A, Spector, T. D, Timpson, N. J, van Dam, R. M, van der Velde, N., van Duijn, C. M, Vollenweider, P., Völzke, H., Voortman, T., Waeber, G., Wareham, N. J, Weir, D. R, Wichmann, H., Wilson, J. F, Hevener, A. L, Krook, A., Zierath, J. R, Thomis, M. A I, Loos, R. J F, & Hoed, M. d. Nat Genet, 54(9):1332-1344, Sep, 2022. Paper doi abstract bibtex 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 IIA 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.
@article{Wang:2022aa,
abstract = {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 IIA 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.},
author = {Wang, Zhe and Emmerich, Andrew and Pillon, Nicolas J and Moore, Tim and Hemerich, Daiane and Cornelis, Marilyn C and Mazzaferro, Eugenia and Broos, Siacia and Ahluwalia, Tarunveer S and Bartz, Traci M and Bentley, Amy R and Bielak, Lawrence F and Chong, Mike and Chu, Audrey Y and Berry, Diane and Dorajoo, Rajkumar and Dueker, Nicole D and Kasbohm, Elisa and Feenstra, Bjarke and Feitosa, Mary F and Gieger, Christian and Graff, Mariaelisa and Hall, Leanne M and Haller, Toomas and Hartwig, Fernando P and Hillis, David A and Huikari, Ville and Heard-Costa, Nancy and Holzapfel, Christina and Jackson, Anne U and Johansson, {\AA}sa and J{\o}rgensen, Anja Moltke and Kaakinen, Marika A and Karlsson, Robert and Kerr, Kathleen F and Kim, Boram and Koolhaas, Chantal M and Kutalik, Zoltan and Lagou, Vasiliki and Lind, Penelope A and Lorentzon, Mattias and Lyytik{\"a}inen, Leo-Pekka and Mangino, Massimo and Metzendorf, Christoph and Monroe, Kristine R and Pacolet, Alexander and P{\'e}russe, Louis and Pool, Rene and Richmond, Rebecca C and Rivera, Natalia V and Robiou-du-Pont, Sebastien and Schraut, Katharina E and Schulz, Christina-Alexandra and Stringham, Heather M and Tanaka, Toshiko and Teumer, Alexander and Turman, Constance and van der Most, Peter J and Vanmunster, Mathias and van Rooij, Frank J A and van Vliet-Ostaptchouk, Jana V and Zhang, Xiaoshuai and Zhao, Jing-Hua and Zhao, Wei and Balkhiyarova, Zhanna and Balslev-Harder, Marie N and Baumeister, Sebastian E and Beilby, John and Blangero, John and Boomsma, Dorret I and Brage, Soren and Braund, Peter S and Brody, Jennifer A and Bruinenberg, Marcel and Ekelund, Ulf and Liu, Ching-Ti and Cole, John W and Collins, Francis S and Cupples, L Adrienne and Esko, T{\~o}nu and Enroth, Stefan and Faul, Jessica D and Fernandez-Rhodes, Lindsay and Fohner, Alison E and Franco, Oscar H and Galesloot, Tessel E and Gordon, Scott D and Grarup, Niels and Hartman, Catharina A and Heiss, Gerardo and Hui, Jennie and Illig, Thomas and Jago, Russell and James, Alan and Joshi, Peter K and Jung, Taeyeong and K{\"a}h{\"o}nen, Mika and Kilpel{\"a}inen, Tuomas O and Koh, Woon-Puay and Kolcic, Ivana and Kraft, Peter P and Kuusisto, Johanna and Launer, Lenore J and Li, Aihua and Linneberg, Allan and Luan, Jian'an and Vidal, Pedro Marques and Medland, Sarah E and Milaneschi, Yuri and Moscati, Arden and Musk, Bill and Nelson, Christopher P and Nolte, Ilja M and Pedersen, Nancy L and Peters, Annette and Peyser, Patricia A and Power, Christine and Raitakari, Olli T and Reedik, M{\"a}gi and Reiner, Alex P and Ridker, Paul M and Rudan, Igor and Ryan, Kathy and Sarzynski, Mark A and Scott, Laura J and Scott, Robert A and Sidney, Stephen and Siggeirsdottir, Kristin and Smith, Albert V and Smith, Jennifer A and Sonestedt, Emily and Str{\o}m, Marin and Tai, E Shyong and Teo, Koon K and Thorand, Barbara and T{\"o}njes, Anke and Tremblay, Angelo and Uitterlinden, Andre G and Vangipurapu, Jagadish and van Schoor, Natasja and V{\"o}lker, Uwe and Willemsen, Gonneke and Williams, Kayleen and Wong, Quenna and Xu, Huichun and Young, Kristin L and Yuan, Jian Min and Zillikens, M Carola and Zonderman, Alan B and Ameur, Adam and Bandinelli, Stefania and Bis, Joshua C and Boehnke, Michael and Bouchard, Claude and Chasman, Daniel I and Smith, George Davey and de Geus, Eco J C and Deldicque, Louise and D{\"o}rr, Marcus and Evans, Michele K and Ferrucci, Luigi and Fornage, Myriam and Fox, Caroline and Garland, Jr, Theodore and Gudnason, Vilmundur and Gyllensten, Ulf and Hansen, Torben and Hayward, Caroline and Horta, Bernardo L and Hypp{\"o}nen, Elina and Jarvelin, Marjo-Riitta and Johnson, W Craig and Kardia, Sharon L R and Kiemeney, Lambertus A and Laakso, Markku and Langenberg, Claudia and Lehtim{\"a}ki, Terho and Marchand, Loic Le and {Lifelines Cohort Study} and Magnusson, Patrik K E and Martin, Nicholas G and Melbye, Mads and Metspalu, Andres and Meyre, David and North, Kari E and Ohlsson, Claes and Oldehinkel, Albertine J and Orho-Melander, Marju and Pare, Guillaume and Park, Taesung and Pedersen, Oluf and Penninx, Brenda W J H and Pers, Tune H and Polasek, Ozren and Prokopenko, Inga and Rotimi, Charles N and Samani, Nilesh J and Sim, Xueling and Snieder, Harold and S{\o}rensen, Thorkild I A and Spector, Tim D and Timpson, Nicholas J and van Dam, Rob M and van der Velde, Nathalie and van Duijn, Cornelia M and Vollenweider, Peter and V{\"o}lzke, Henry and Voortman, Trudy and Waeber, G{\'e}rard and Wareham, Nicholas J and Weir, David R and Wichmann, Heinz-Erich and Wilson, James F and Hevener, Andrea L and Krook, Anna and Zierath, Juleen R and Thomis, Martine A I and Loos, Ruth J F and Hoed, Marcel den},
date-added = {2024-05-19 20:58:23 -0400},
date-modified = {2024-05-19 20:58:23 -0400},
doi = {10.1038/s41588-022-01165-1},
journal = {Nat Genet},
journal-full = {Nature genetics},
mesh = {Actinin; Cross-Sectional Studies; Exercise; Genome-Wide Association Study; Humans; Leisure Activities; Sedentary Behavior},
month = {Sep},
number = {9},
pages = {1332-1344},
pmc = {PMC9470530},
pmid = {36071172},
url = {https://pubmed.ncbi.nlm.nih.gov/36071172/},
pst = {ppublish},
title = {Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention},
volume = {54},
year = {2022},
bdsk-url-1 = {https://doi.org/10.1038/s41588-022-01165-1}}
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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 IIA 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). 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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 IIA 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.},\n\tauthor = {Wang, Zhe and Emmerich, Andrew and Pillon, Nicolas J and Moore, Tim and Hemerich, Daiane and Cornelis, Marilyn C and Mazzaferro, Eugenia and Broos, Siacia and Ahluwalia, Tarunveer S and Bartz, Traci M and Bentley, Amy R and Bielak, Lawrence F and Chong, Mike and Chu, Audrey Y and Berry, Diane and Dorajoo, Rajkumar and Dueker, Nicole D and Kasbohm, Elisa and Feenstra, Bjarke and Feitosa, Mary F and Gieger, Christian and Graff, Mariaelisa and Hall, Leanne M and Haller, Toomas and Hartwig, Fernando P and Hillis, David A and Huikari, Ville and Heard-Costa, Nancy and Holzapfel, Christina and Jackson, Anne U and Johansson, {\\AA}sa and J{\\o}rgensen, Anja Moltke and Kaakinen, Marika A and Karlsson, Robert and Kerr, Kathleen F and Kim, Boram and Koolhaas, Chantal M and Kutalik, Zoltan and Lagou, Vasiliki and Lind, Penelope A and Lorentzon, Mattias and Lyytik{\\\"a}inen, Leo-Pekka and Mangino, Massimo and Metzendorf, Christoph and Monroe, Kristine R and Pacolet, Alexander and P{\\'e}russe, Louis and Pool, Rene and Richmond, Rebecca C and Rivera, Natalia V and Robiou-du-Pont, Sebastien and Schraut, Katharina E and Schulz, Christina-Alexandra and Stringham, Heather M and Tanaka, Toshiko and Teumer, Alexander and Turman, Constance and van der Most, Peter J and Vanmunster, Mathias and van Rooij, Frank J A and van Vliet-Ostaptchouk, Jana V and Zhang, Xiaoshuai and Zhao, Jing-Hua and Zhao, Wei and Balkhiyarova, Zhanna and Balslev-Harder, Marie N and Baumeister, Sebastian E and Beilby, John and Blangero, John and Boomsma, Dorret I and Brage, Soren and Braund, Peter S and Brody, Jennifer A and Bruinenberg, Marcel and Ekelund, Ulf and Liu, Ching-Ti and Cole, John W and Collins, Francis S and Cupples, L Adrienne and Esko, T{\\~o}nu and Enroth, Stefan and Faul, Jessica D and Fernandez-Rhodes, Lindsay and Fohner, Alison E and Franco, Oscar H and Galesloot, Tessel E and Gordon, Scott D and Grarup, Niels and Hartman, Catharina A and Heiss, Gerardo and Hui, Jennie and Illig, Thomas and Jago, Russell and James, Alan and Joshi, Peter K and Jung, Taeyeong and K{\\\"a}h{\\\"o}nen, Mika and Kilpel{\\\"a}inen, Tuomas O and Koh, Woon-Puay and Kolcic, Ivana and Kraft, Peter P and Kuusisto, Johanna and Launer, Lenore J and Li, Aihua and Linneberg, Allan and Luan, Jian'an and Vidal, Pedro Marques and Medland, Sarah E and Milaneschi, Yuri and Moscati, Arden and Musk, Bill and Nelson, Christopher P and Nolte, Ilja M and Pedersen, Nancy L and Peters, Annette and Peyser, Patricia A and Power, Christine and Raitakari, Olli T and Reedik, M{\\\"a}gi and Reiner, Alex P and Ridker, Paul M and Rudan, Igor and Ryan, Kathy and Sarzynski, Mark A and Scott, Laura J and Scott, Robert A and Sidney, Stephen and Siggeirsdottir, Kristin and Smith, Albert V and Smith, Jennifer A and Sonestedt, Emily and Str{\\o}m, Marin and Tai, E Shyong and Teo, Koon K and Thorand, Barbara and T{\\\"o}njes, Anke and Tremblay, Angelo and Uitterlinden, Andre G and Vangipurapu, Jagadish and van Schoor, Natasja and V{\\\"o}lker, Uwe and Willemsen, Gonneke and Williams, Kayleen and Wong, Quenna and Xu, Huichun and Young, Kristin L and Yuan, Jian Min and Zillikens, M Carola and Zonderman, Alan B and Ameur, Adam and Bandinelli, Stefania and Bis, Joshua C and Boehnke, Michael and Bouchard, Claude and Chasman, Daniel I and Smith, George Davey and de Geus, Eco J C and Deldicque, Louise and D{\\\"o}rr, Marcus and Evans, Michele K and Ferrucci, Luigi and Fornage, Myriam and Fox, Caroline and Garland, Jr, Theodore and Gudnason, Vilmundur and Gyllensten, Ulf and Hansen, Torben and Hayward, Caroline and Horta, Bernardo L and Hypp{\\\"o}nen, Elina and Jarvelin, Marjo-Riitta and Johnson, W Craig and Kardia, Sharon L R and Kiemeney, Lambertus A and Laakso, Markku and Langenberg, Claudia and Lehtim{\\\"a}ki, Terho and Marchand, Loic Le and {Lifelines Cohort Study} and Magnusson, Patrik K E and Martin, Nicholas G and Melbye, Mads and Metspalu, Andres and Meyre, David and North, Kari E and Ohlsson, Claes and Oldehinkel, Albertine J and Orho-Melander, Marju and Pare, Guillaume and Park, Taesung and Pedersen, Oluf and Penninx, Brenda W J H and Pers, Tune H and Polasek, Ozren and Prokopenko, Inga and Rotimi, Charles N and Samani, Nilesh J and Sim, Xueling and Snieder, Harold and S{\\o}rensen, Thorkild I A and Spector, Tim D and Timpson, Nicholas J and van Dam, Rob M and van der Velde, Nathalie and van Duijn, Cornelia M and Vollenweider, Peter and V{\\\"o}lzke, Henry and Voortman, Trudy and Waeber, G{\\'e}rard and Wareham, Nicholas J and Weir, David R and Wichmann, Heinz-Erich and Wilson, James F and Hevener, Andrea L and Krook, Anna and Zierath, Juleen R and Thomis, Martine A I and Loos, Ruth J F and Hoed, Marcel den},\n\tdate-added = {2024-05-19 20:58:23 -0400},\n\tdate-modified = {2024-05-19 20:58:23 -0400},\n\tdoi = {10.1038/s41588-022-01165-1},\n\tjournal = {Nat Genet},\n\tjournal-full = {Nature genetics},\n\tmesh = {Actinin; Cross-Sectional Studies; Exercise; Genome-Wide Association Study; Humans; Leisure Activities; Sedentary Behavior},\n\tmonth = {Sep},\n\tnumber = {9},\n\tpages = {1332-1344},\n\tpmc = {PMC9470530},\n\tpmid = {36071172},\n\turl = {https://pubmed.ncbi.nlm.nih.gov/36071172/},\n\tpst = {ppublish},\n\ttitle = {Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention},\n\tvolume = {54},\n\tyear = {2022},\n\tbdsk-url-1 = {https://doi.org/10.1038/s41588-022-01165-1}}\n\n","author_short":["Wang, Z.","Emmerich, A.","Pillon, N. 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E","Beilby, J.","Blangero, J.","Boomsma, D. I","Brage, S.","Braund, P. S","Brody, J. A","Bruinenberg, M.","Ekelund, U.","Liu, C.","Cole, J. W","Collins, F. S","Cupples, L A.","Esko, T.","Enroth, S.","Faul, J. D","Fernandez-Rhodes, L.","Fohner, A. E","Franco, O. H","Galesloot, T. E","Gordon, S. D","Grarup, N.","Hartman, C. A","Heiss, G.","Hui, J.","Illig, T.","Jago, R.","James, A.","Joshi, P. K","Jung, T.","Kähönen, M.","Kilpeläinen, T. O","Koh, W.","Kolcic, I.","Kraft, P. P","Kuusisto, J.","Launer, L. J","Li, A.","Linneberg, A.","Luan, J.","Vidal, P. M.","Medland, S. E","Milaneschi, Y.","Moscati, A.","Musk, B.","Nelson, C. P","Nolte, I. M","Pedersen, N. L","Peters, A.","Peyser, P. A","Power, C.","Raitakari, O. T","Reedik, M.","Reiner, A. P","Ridker, P. M","Rudan, I.","Ryan, K.","Sarzynski, M. A","Scott, L. J","Scott, R. A","Sidney, S.","Siggeirsdottir, K.","Smith, A. V","Smith, J. A","Sonestedt, E.","Strøm, M.","Tai, E S.","Teo, K. K","Thorand, B.","Tönjes, A.","Tremblay, A.","Uitterlinden, A. G","Vangipurapu, J.","van Schoor, N.","Völker, U.","Willemsen, G.","Williams, K.","Wong, Q.","Xu, H.","Young, K. L","Yuan, J. M.","Zillikens, M C.","Zonderman, A. B","Ameur, A.","Bandinelli, S.","Bis, J. C","Boehnke, M.","Bouchard, C.","Chasman, D. I","Smith, G. D.","de Geus, E. J C","Deldicque, L.","Dörr, M.","Evans, M. K","Ferrucci, L.","Fornage, M.","Fox, C.","Garland, J.","Gudnason, V.","Gyllensten, U.","Hansen, T.","Hayward, C.","Horta, B. L","Hyppönen, E.","Jarvelin, M.","Johnson, W C.","Kardia, S. L R","Kiemeney, L. A","Laakso, M.","Langenberg, C.","Lehtimäki, T.","Marchand, L. L.","Lifelines Cohort Study","Magnusson, P. K E","Martin, N. G","Melbye, M.","Metspalu, A.","Meyre, D.","North, K. E","Ohlsson, C.","Oldehinkel, A. J","Orho-Melander, M.","Pare, G.","Park, T.","Pedersen, O.","Penninx, B. W J H","Pers, T. H","Polasek, O.","Prokopenko, I.","Rotimi, C. N","Samani, N. J","Sim, X.","Snieder, H.","Sørensen, T. 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