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Life-Course Genome-wide Association Study Meta-analysis of Total Body BMD and Assessment of Age-Specific Effects

Authors :
Hans Bisgaard
Leon Eyrich Jessen
John G. Logan
Gudmar Porleifsson
Hou-Feng Zheng
Annelies C. Ham
Tarunveer S. Ahluwalia
Struan F.A. Grant
Yongmei Liu
M. Carola Zillikens
Ivana Nedeljkovic
Mattias Lorentzon
Daniel S. Evans
Kari Stefansson
Jing Hua Zhao
Gunnar Sigurdsson
Fiona E. McGuigan
Rebecca D. Jackson
Douglas P. Kiel
M. Arfan Ikram
David Karasik
J. Brent Richards
Scott Wilson
Tamara B. Harris
Najaf Amin
James F. Wilson
Peter I. Croucher
John A Robbins
Carolina Medina-Gomez
Raimo Joro
Frances M K Williams
Stuart H. Ralston
Unnur Styrkarsdottir
Timo A. Lakka
Jian'an Luan
Cheryl L. Ackert-Bicknell
John P. Walsh
Benjamin H. Mullin
Fernando Pires Hartwig
Bruce M. Psaty
Robert A. Scott
Claes Ohlsson
Janine F. Felix
Bram C. J. van der Eerden
Jonathan H Tobias
Mike A. Nalls
Christian J. Carlsson
Cindy G. Boer
Kun Zhu
Tim D. Spector
Linda Broer
Babette S. Zemel
Martin den Heijer
Mustafa Atalay
Eric S. Orwoll
David M. Evans
Ruifang Li-Gao
John P. Kemp
Katharina E. Schraut
Dennis O. Mook-Kanamori
Kristina Åkesson
Katerina Trajanoska
Maria Nethander
Evangelia E. Ntzani
Cornelia M. van Duijn
Craig E. Pennell
Yanhua Zhou
Ching-Ti Liu
Vincenzo Forgetta
Claudia Langenberg
Fernando Rivadeneira
Vincent W. V. Jaddoe
Nathalie van der Velde
J. H. Duncan Bassett
Bernardo L. Horta
Jeroen van de Peppel
Samuel K. Handelman
Evangelos Evangelou
Klaus Bønnelykke
Renée de Mutsert
Denise H. M. Heppe
Nicholas J. Wareham
Graham R. Williams
Bo L. Chawes
Andre J. van Wijnen
Carol A. Wang
Mohsen Ghanbari
Alessandra Chesi
André G. Uitterlinden
Epidemiology
Erasmus MC other
Internal Medicine
Clinical Genetics
Pediatrics
Luan, Jian'an [0000-0003-3137-6337]
Wareham, Nicholas [0000-0003-1422-2993]
Langenberg, Claudia [0000-0002-5017-7344]
Zhao, Jing Hua [0000-0003-4930-3582]
Apollo - University of Cambridge Repository
Geriatrics
APH - Aging & Later Life
AMS - Ageing & Morbidty
AMS - Amsterdam Movement Sciences
Wellcome Trust
Pediatric surgery
General practice
Internal medicine
AGEM - Endocrinology, metabolism and nutrition
Amsterdam Movement Sciences - Rehabilitation & Development
Amsterdam Movement Sciences - Restoration and Development
IOO
Source :
Medina-Gomez, C, Kemp, J P, Trajanoska, K, Luan, J, Chesi, A, Ahluwalia, T S, Mook-Kanamori, D O, Ham, A, Hartwig, F P, Evans, D S, Joro, R, Nedeljkovic, I, Zheng, H-F, Zhu, K, Atalay, M, Liu, C-T, Nethander, M, Broer, L, Porleifsson, G, Mullin, B H, Handelman, S K, Nalls, M A, Jessen, L E, Heppe, D H M, Richards, J B, Wang, C, Chawes, B, Schraut, K E, Amin, N, Wareham, N, Karasik, D, Van der Velde, N, Ikram, M A, Zemel, B S, Zhou, Y, Carlsson, C J, Liu, Y, McGuigan, F E, Boer, C G, Bonnelykke, K, Ralston, S H, Robbins, J A, Walsh, J P, Zillikens, M C, Langenberg, C, Li-Gao, R, Williams, F M K, Harris, T B, Akesson, K, Jackson, R D, Sigurdsson, G, den Heijer, M, van der Eerden, B C J, van de Peppel, J, Spector, T D, Pennell, C, Horta, B L, Felix, J F, Zhao, J H, Wilson, S G, de Mutsert, R, Bisgaard, H, Styrkarsdottir, U, Jaddoe, V W, Orwoll, E, Lakka, T A, Scott, R, Grant, S F A, Lorentzon, M, van Duijn, C M, Wilson, J F, Stefansson, K, Psaty, B M, Kiel, D P, Ohlsson, C, Ntzani, E, van Wijnen, A J, Forgetta, V, Ghanbari, M, Logan, J G, Williams, G R, Bassett, J H D, Croucher, P I, Evangelou, E, Uitterlinden, A G, Ackert-Bicknell, C L, Tobias, J H, Evans, D M & Rivadeneira, F 2018, ' Life-Course Genome-wide Association Study Meta-analysis of Total Body BMD and Assessment of Age-Specific Effects ', American journal of human genetics, vol. 102, no. 1, pp. 88-102 . https://doi.org/10.1016/j.ajhg.2017.12.005, American Journal of Human Genetics, 102(1), 88-102. Cell Press, Medina-Gomez, C, Kemp, J P, Trajanoska, K, Luan, J, Chesi, A, Ahluwalia, T S, Mook-Kanamori, D O, Ham, A, Hartwig, F P, Evans, D S, Joro, R, Nedeljkovic, I, Zheng, H-F, Zhu, K, Atalay, M, Liu, C-T, Nethander, M, Broer, L, Porleifsson, G, Mullin, B H, Handelman, S K, Nalls, M A, Jessen, L E, Heppe, D H M, Richards, J B, Wang, C, Chawes, B, Schraut, K E, Amin, N, Wareham, N, Karasik, D, Van der Velde, N, Ikram, M A, Zemel, B S, Zhou, Y, Carlsson, C J, Liu, Y, McGuigan, F E, Boer, C G, Bønnelykke, K, Ralston, S H, Robbins, J A, Walsh, J P, Zillikens, M C, Langenberg, C, Li-Gao, R, Williams, F M K, Harris, T B, Akesson, K, Jackson, R D, Sigurdsson, G, den Heijer, M, van der Eerden, B C J, van de Peppel, J, Spector, T D, Pennell, C, Horta, B L, Felix, J F, Zhao, J H, Wilson, S G, de Mutsert, R, Bisgaard, H, Styrkársdóttir, U, Jaddoe, V W, Orwoll, E, Lakka, T A, Scott, R, Grant, S F A, Lorentzon, M, van Duijn, C M, Wilson, J F, Stefansson, K, Psaty, B M, Kiel, D P, Ohlsson, C, Ntzani, E, van Wijnen, A J, Forgetta, V, Ghanbari, M, Logan, J G, Williams, G R, Bassett, J H D, Croucher, P I, Evangelou, E, Uitterlinden, A G, Ackert-Bicknell, C L, Tobias, J H, Evans, D M & Rivadeneira, F 2018, ' Life-Course Genome-wide Association Study Meta-analysis of Total Body BMD and Assessment of Age-Specific Effects ', American Journal of Human Genetics, vol. 102, no. 1, pp. 88-102 . https://doi.org/10.1016/j.ajhg.2017.12.005, American Journal of Human Genetics, 102(1), 88-102, Medina-Gomez, C, Kemp, J P, Trajanoska, K, Luan, J, Chesi, A, Ahluwalia, T S, Mook-Kanamori, D O, Ham, A, Hartwig, F P, Evans, D S, Joro, R, Nedeljkovic, I, Zheng, H F, Zhu, K, Atalay, M, Liu, C T, Nethander, M, Broer, L, Porleifsson, G, Mullin, B H, Handelman, S K, Nalls, M A, Jessen, L E, Heppe, D H M, Richards, J B, Wang, C, Chawes, B, Schraut, K E, Amin, N, Wareham, N, Karasik, D, Van der Velde, N, Ikram, M A, Zemel, B S, Zhou, Y, Carlsson, C J, Liu, Y, McGuigan, F E, Boer, C G, Bønnelykke, K, Ralston, S H, Robbins, J A, Walsh, J P, Zillikens, M C, Langenberg, C, Li-Gao, R, Williams, F M K, Harris, T B, Akesson, K, Jackson, R D, Sigurdsson, G, den Heijer, M, van der Eerden, B C J, van de Peppel, J, Spector, T D, Pennell, C, Horta, B L, Felix, J F, Zhao, J H, Wilson, S G, de Mutsert, R, Bisgaard, H, Styrkársdóttir, U, Jaddoe, V W, Orwoll, E, Lakka, T A, Scott, R, Grant, S F A, Lorentzon, M, van Duijn, C M, Wilson, J F, Stefansson, K, Psaty, B M, Kiel, D P, Ohlsson, C, Ntzani, E, van Wijnen, A J, Forgetta, V, Ghanbari, M, Logan, J G, Williams, G R, Bassett, J H D, Croucher, P I, Evangelou, E, Uitterlinden, A G, Ackert-Bicknell, C L, Tobias, J H, Evans, D M & Rivadeneira, F 2018, ' Life-course genome-wide association study meta-analysis of total body BMD and assessment of age-specific effects ', American Journal of Human Genetics, vol. 102, no. 1, pp. 88-102 . https://doi.org/10.1016/j.ajhg.2017.12.005, American journal of human genetics, 102(1), 88-102. Cell Press, American journal of human genetics, vol 102, iss 1, American Journal of Human Genetics, The American Journal of Human Genetics
Publication Year :
2018

Abstract

Bone mineral density (BMD) assessed by DXA is used to evaluate bone health. In children, total body (TB) measurements are commonly used; in older individuals, BMD at the lumbar spine (LS) and femoral neck (FN) is used to diagnose osteoporosis. To date, genetic variants in more than 60 loci have been identified as associated with BMD. To investigate the genetic determinants of TB-BMD variation along the life course and test for age-specific effects, we performed a meta-analysis of 30 genome-wide association studies (GWASs) of TB-BMD including 66,628 individuals overall and divided across five age strata, each spanning 15 years. We identified variants associated with TB-BMD at 80 loci, of which 36 have not been previously identified; overall, they explain approximately 10% of the TB-BMD variance when combining all age groups and influence the risk of fracture. Pathway and enrichment analysis of the association signals showed clustering within gene sets implicated in the regulation of cell growth and SMAD proteins, overexpressed in the musculoskeletal system, and enriched in enhancer and promoter regions. These findings reveal TB-BMD as a relevant trait for genetic studies of osteoporosis, enabling the identification of variants and pathways influencing different bone compartments. Only variants in ESR1 and close proximity to RANKL showed a clear effect dependency on age. This most likely indicates that the majority of genetic variants identified influence BMD early in life and that their effect can be captured throughout the life course.

Details

Language :
English
ISSN :
00029297
Database :
OpenAIRE
Journal :
Medina-Gomez, C, Kemp, J P, Trajanoska, K, Luan, J, Chesi, A, Ahluwalia, T S, Mook-Kanamori, D O, Ham, A, Hartwig, F P, Evans, D S, Joro, R, Nedeljkovic, I, Zheng, H-F, Zhu, K, Atalay, M, Liu, C-T, Nethander, M, Broer, L, Porleifsson, G, Mullin, B H, Handelman, S K, Nalls, M A, Jessen, L E, Heppe, D H M, Richards, J B, Wang, C, Chawes, B, Schraut, K E, Amin, N, Wareham, N, Karasik, D, Van der Velde, N, Ikram, M A, Zemel, B S, Zhou, Y, Carlsson, C J, Liu, Y, McGuigan, F E, Boer, C G, Bonnelykke, K, Ralston, S H, Robbins, J A, Walsh, J P, Zillikens, M C, Langenberg, C, Li-Gao, R, Williams, F M K, Harris, T B, Akesson, K, Jackson, R D, Sigurdsson, G, den Heijer, M, van der Eerden, B C J, van de Peppel, J, Spector, T D, Pennell, C, Horta, B L, Felix, J F, Zhao, J H, Wilson, S G, de Mutsert, R, Bisgaard, H, Styrkarsdottir, U, Jaddoe, V W, Orwoll, E, Lakka, T A, Scott, R, Grant, S F A, Lorentzon, M, van Duijn, C M, Wilson, J F, Stefansson, K, Psaty, B M, Kiel, D P, Ohlsson, C, Ntzani, E, van Wijnen, A J, Forgetta, V, Ghanbari, M, Logan, J G, Williams, G R, Bassett, J H D, Croucher, P I, Evangelou, E, Uitterlinden, A G, Ackert-Bicknell, C L, Tobias, J H, Evans, D M & Rivadeneira, F 2018, ' Life-Course Genome-wide Association Study Meta-analysis of Total Body BMD and Assessment of Age-Specific Effects ', American journal of human genetics, vol. 102, no. 1, pp. 88-102 . https://doi.org/10.1016/j.ajhg.2017.12.005, American Journal of Human Genetics, 102(1), 88-102. Cell Press, Medina-Gomez, C, Kemp, J P, Trajanoska, K, Luan, J, Chesi, A, Ahluwalia, T S, Mook-Kanamori, D O, Ham, A, Hartwig, F P, Evans, D S, Joro, R, Nedeljkovic, I, Zheng, H-F, Zhu, K, Atalay, M, Liu, C-T, Nethander, M, Broer, L, Porleifsson, G, Mullin, B H, Handelman, S K, Nalls, M A, Jessen, L E, Heppe, D H M, Richards, J B, Wang, C, Chawes, B, Schraut, K E, Amin, N, Wareham, N, Karasik, D, Van der Velde, N, Ikram, M A, Zemel, B S, Zhou, Y, Carlsson, C J, Liu, Y, McGuigan, F E, Boer, C G, Bønnelykke, K, Ralston, S H, Robbins, J A, Walsh, J P, Zillikens, M C, Langenberg, C, Li-Gao, R, Williams, F M K, Harris, T B, Akesson, K, Jackson, R D, Sigurdsson, G, den Heijer, M, van der Eerden, B C J, van de Peppel, J, Spector, T D, Pennell, C, Horta, B L, Felix, J F, Zhao, J H, Wilson, S G, de Mutsert, R, Bisgaard, H, Styrkársdóttir, U, Jaddoe, V W, Orwoll, E, Lakka, T A, Scott, R, Grant, S F A, Lorentzon, M, van Duijn, C M, Wilson, J F, Stefansson, K, Psaty, B M, Kiel, D P, Ohlsson, C, Ntzani, E, van Wijnen, A J, Forgetta, V, Ghanbari, M, Logan, J G, Williams, G R, Bassett, J H D, Croucher, P I, Evangelou, E, Uitterlinden, A G, Ackert-Bicknell, C L, Tobias, J H, Evans, D M & Rivadeneira, F 2018, ' Life-Course Genome-wide Association Study Meta-analysis of Total Body BMD and Assessment of Age-Specific Effects ', American Journal of Human Genetics, vol. 102, no. 1, pp. 88-102 . https://doi.org/10.1016/j.ajhg.2017.12.005, American Journal of Human Genetics, 102(1), 88-102, Medina-Gomez, C, Kemp, J P, Trajanoska, K, Luan, J, Chesi, A, Ahluwalia, T S, Mook-Kanamori, D O, Ham, A, Hartwig, F P, Evans, D S, Joro, R, Nedeljkovic, I, Zheng, H F, Zhu, K, Atalay, M, Liu, C T, Nethander, M, Broer, L, Porleifsson, G, Mullin, B H, Handelman, S K, Nalls, M A, Jessen, L E, Heppe, D H M, Richards, J B, Wang, C, Chawes, B, Schraut, K E, Amin, N, Wareham, N, Karasik, D, Van der Velde, N, Ikram, M A, Zemel, B S, Zhou, Y, Carlsson, C J, Liu, Y, McGuigan, F E, Boer, C G, Bønnelykke, K, Ralston, S H, Robbins, J A, Walsh, J P, Zillikens, M C, Langenberg, C, Li-Gao, R, Williams, F M K, Harris, T B, Akesson, K, Jackson, R D, Sigurdsson, G, den Heijer, M, van der Eerden, B C J, van de Peppel, J, Spector, T D, Pennell, C, Horta, B L, Felix, J F, Zhao, J H, Wilson, S G, de Mutsert, R, Bisgaard, H, Styrkársdóttir, U, Jaddoe, V W, Orwoll, E, Lakka, T A, Scott, R, Grant, S F A, Lorentzon, M, van Duijn, C M, Wilson, J F, Stefansson, K, Psaty, B M, Kiel, D P, Ohlsson, C, Ntzani, E, van Wijnen, A J, Forgetta, V, Ghanbari, M, Logan, J G, Williams, G R, Bassett, J H D, Croucher, P I, Evangelou, E, Uitterlinden, A G, Ackert-Bicknell, C L, Tobias, J H, Evans, D M & Rivadeneira, F 2018, ' Life-course genome-wide association study meta-analysis of total body BMD and assessment of age-specific effects ', American Journal of Human Genetics, vol. 102, no. 1, pp. 88-102 . https://doi.org/10.1016/j.ajhg.2017.12.005, American journal of human genetics, 102(1), 88-102. Cell Press, American journal of human genetics, vol 102, iss 1, American Journal of Human Genetics, The American Journal of Human Genetics
Accession number :
edsair.doi.dedup.....b60b7569222ea6cc4380b291e264b6d7