IDEAS home Printed from https://ideas.repec.org/a/plo/pgen00/1008718.html
   My bibliography  Save this article

Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits

Author

Listed:
  • Suzanne Vogelezang
  • Jonathan P Bradfield
  • Tarunveer S Ahluwalia
  • John A Curtin
  • Timo A Lakka
  • Niels Grarup
  • Markus Scholz
  • Peter J van der Most
  • Claire Monnereau
  • Evie Stergiakouli
  • Anni Heiskala
  • Momoko Horikoshi
  • Iryna O Fedko
  • Natalia Vilor-Tejedor
  • Diana L Cousminer
  • Marie Standl
  • Carol A Wang
  • Jorma Viikari
  • Frank Geller
  • Carmen Íñiguez
  • Niina Pitkänen
  • Alessandra Chesi
  • Jonas Bacelis
  • Loic Yengo
  • Maties Torrent
  • Ioanna Ntalla
  • Øyvind Helgeland
  • Saskia Selzam
  • Judith M Vonk
  • Mohammed H Zafarmand
  • Barbara Heude
  • Ismaa Sadaf Farooqi
  • Akram Alyass
  • Robin N Beaumont
  • Christian T Have
  • Peter Rzehak
  • Jose Ramon Bilbao
  • Theresia M Schnurr
  • Inês Barroso
  • Klaus Bønnelykke
  • Lawrence J Beilin
  • Lisbeth Carstensen
  • Marie-Aline Charles
  • Bo Chawes
  • Karine Clément
  • Ricardo Closa-Monasterolo
  • Adnan Custovic
  • Johan G Eriksson
  • Joaquin Escribano
  • Maria Groen-Blokhuis
  • Veit Grote
  • Dariusz Gruszfeld
  • Hakon Hakonarson
  • Torben Hansen
  • Andrew T Hattersley
  • Mette Hollensted
  • Jouke-Jan Hottenga
  • Elina Hyppönen
  • Stefan Johansson
  • Raimo Joro
  • Mika Kähönen
  • Ville Karhunen
  • Wieland Kiess
  • Bridget A Knight
  • Berthold Koletzko
  • Andreas Kühnapfel
  • Kathrin Landgraf
  • Jean-Paul Langhendries
  • Terho Lehtimäki
  • Jaakko T Leinonen
  • Aihuali Li
  • Virpi Lindi
  • Estelle Lowry
  • Mariona Bustamante
  • Carolina Medina-Gomez
  • Mads Melbye
  • Kim F Michaelsen
  • Camilla S Morgen
  • Trevor A Mori
  • Tenna R H Nielsen
  • Harri Niinikoski
  • Albertine J Oldehinkel
  • Katja Pahkala
  • Kalliope Panoutsopoulou
  • Oluf Pedersen
  • Craig E Pennell
  • Christine Power
  • Sijmen A Reijneveld
  • Fernando Rivadeneira
  • Angela Simpson
  • Peter D Sly
  • Jakob Stokholm
  • Kook K Teo
  • Elisabeth Thiering
  • Nicholas J Timpson
  • André G Uitterlinden
  • Catharina E M van Beijsterveldt
  • Barbera D C van Schaik
  • Marc Vaudel
  • Elvira Verduci
  • Rebecca K Vinding
  • Mandy Vogel
  • Eleftheria Zeggini
  • Sylvain Sebert
  • Mads V Lind
  • Christopher D Brown
  • Loreto Santa-Marina
  • Eva Reischl
  • Christine Frithioff-Bøjsøe
  • David Meyre
  • Eleanor Wheeler
  • Ken Ong
  • Ellen A Nohr
  • Tanja G M Vrijkotte
  • Gerard H Koppelman
  • Robert Plomin
  • Pål R Njølstad
  • George D Dedoussis
  • Philippe Froguel
  • Thorkild I A Sørensen
  • Bo Jacobsson
  • Rachel M Freathy
  • Babette S Zemel
  • Olli Raitakari
  • Martine Vrijheid
  • Bjarke Feenstra
  • Leo-Pekka Lyytikäinen
  • Harold Snieder
  • Holger Kirsten
  • Patrick G Holt
  • Joachim Heinrich
  • Elisabeth Widén
  • Jordi Sunyer
  • Dorret I Boomsma
  • Marjo-Riitta Järvelin
  • Antje Körner
  • George Davey Smith
  • Jens-Christian Holm
  • Mustafa Atalay
  • Clare Murray
  • Hans Bisgaard
  • Mark I McCarthy
  • Early Growth Genetics Consortium
  • Vincent W V Jaddoe
  • Struan F A Grant
  • Janine F Felix

Abstract

The genetic background of childhood body mass index (BMI), and the extent to which the well-known associations of childhood BMI with adult diseases are explained by shared genetic factors, are largely unknown. We performed a genome-wide association study meta-analysis of BMI in 61,111 children aged between 2 and 10 years. Twenty-five independent loci reached genome-wide significance in the combined discovery and replication analyses. Two of these, located near NEDD4L and SLC45A3, have not previously been reported in relation to either childhood or adult BMI. Positive genetic correlations of childhood BMI with birth weight and adult BMI, waist-to-hip ratio, diastolic blood pressure and type 2 diabetes were detected (Rg ranging from 0.11 to 0.76, P-values

Suggested Citation

  • Suzanne Vogelezang & Jonathan P Bradfield & Tarunveer S Ahluwalia & John A Curtin & Timo A Lakka & Niels Grarup & Markus Scholz & Peter J van der Most & Claire Monnereau & Evie Stergiakouli & Anni Hei, 2020. "Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits," PLOS Genetics, Public Library of Science, vol. 16(10), pages 1-26, October.
  • Handle: RePEc:plo:pgen00:1008718
    DOI: 10.1371/journal.pgen.1008718
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1008718
    Download Restriction: no

    File URL: https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1008718&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pgen.1008718?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ulla Sovio & Dennis O Mook-Kanamori & Nicole M Warrington & Robert Lawrence & Laurent Briollais & Colin N A Palmer & Joanne Cecil & Johanna K Sandling & Ann-Christine Syvänen & Marika Kaakinen & Lawri, 2011. "Association between Common Variation at the FTO Locus and Changes in Body Mass Index from Infancy to Late Childhood: The Complex Nature of Genetic Association through Growth and Development," PLOS Genetics, Public Library of Science, vol. 7(2), pages 1-13, February.
    2. Clare Bycroft & Colin Freeman & Desislava Petkova & Gavin Band & Lloyd T. Elliott & Kevin Sharp & Allan Motyer & Damjan Vukcevic & Olivier Delaneau & Jared O’Connell & Adrian Cortes & Samantha Welsh &, 2018. "The UK Biobank resource with deep phenotyping and genomic data," Nature, Nature, vol. 562(7726), pages 203-209, October.
    3. Yan Hong & Zhijun Ge & Changrui Jing & Jun Shi & Xiao Dong & Fengying Zhou & Meilin Wang & Zhengdong Zhang & Weida Gong, 2013. "Functional Promoter -308G>A Variant in Tumor Necrosis Factor α Gene Is Associated with Risk and Progression of Gastric Cancer in a Chinese Population," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-6, January.
    4. Claudia Giambartolomei & Damjan Vukcevic & Eric E Schadt & Lude Franke & Aroon D Hingorani & Chris Wallace & Vincent Plagnol, 2014. "Bayesian Test for Colocalisation between Pairs of Genetic Association Studies Using Summary Statistics," PLOS Genetics, Public Library of Science, vol. 10(5), pages 1-15, May.
    5. Yun-Liang Wang & Yu-Tong Wang & Jin-Feng Li & Yu-Zheng Zhang & Hong-Lei Yin & Bing Han, 2015. "Body Mass Index and Risk of Parkinson’s Disease: A Dose-Response Meta-Analysis of Prospective Studies," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-12, June.
    6. Øyvind Helgeland & Marc Vaudel & Petur B. Juliusson & Oddgeir Lingaas Holmen & Julius Juodakis & Jonas Bacelis & Bo Jacobsson & Haakon Lindekleiv & Kristian Hveem & Rolv Terje Lie & Gun Peggy Knudsen , 2019. "Genome-wide association study reveals dynamic role of genetic variation in infant and early childhood growth," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    7. Mary E. Dickinson & Ann M. Flenniken & Xiao Ji & Lydia Teboul & Michael D. Wong & Jacqueline K. White & Terrence F. Meehan & Wolfgang J. Weninger & Henrik Westerberg & Hibret Adissu & Candice N. Baker, 2016. "High-throughput discovery of novel developmental phenotypes," Nature, Nature, vol. 537(7621), pages 508-514, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Craig, Sarah J.C. & Kenney, Ana M. & Lin, Junli & Paul, Ian M. & Birch, Leann L. & Savage, Jennifer S. & Marini, Michele E. & Chiaromonte, Francesca & Reimherr, Matthew L. & Makova, Kateryna D., 2023. "Constructing a polygenic risk score for childhood obesity using functional data analysis," Econometrics and Statistics, Elsevier, vol. 25(C), pages 66-86.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mary P. LaPierre & Katherine Lawler & Svenja Godbersen & I. Sadaf Farooqi & Markus Stoffel, 2022. "MicroRNA-7 regulates melanocortin circuits involved in mammalian energy homeostasis," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    2. Katherine A. Kentistou & Jian’an Luan & Laura B. L. Wittemans & Catherine Hambly & Lucija Klaric & Zoltán Kutalik & John R. Speakman & Nicholas J. Wareham & Timothy J. Kendall & Claudia Langenberg & J, 2023. "Large scale phenotype imputation and in vivo functional validation implicate ADAMTS14 as an adiposity gene," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    3. Jacob Joseph & Chang Liu & Qin Hui & Krishna Aragam & Zeyuan Wang & Brian Charest & Jennifer E. Huffman & Jacob M. Keaton & Todd L. Edwards & Serkalem Demissie & Luc Djousse & Juan P. Casas & J. Micha, 2022. "Genetic architecture of heart failure with preserved versus reduced ejection fraction," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    4. Natalie DeForest & Yuqi Wang & Zhiyi Zhu & Jacqueline S. Dron & Ryan Koesterer & Pradeep Natarajan & Jason Flannick & Tiffany Amariuta & Gina M. Peloso & Amit R. Majithia, 2024. "Genome-wide discovery and integrative genomic characterization of insulin resistance loci using serum triglycerides to HDL-cholesterol ratio as a proxy," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    5. Lili Liu & Atlas Khan & Elena Sanchez-Rodriguez & Francesca Zanoni & Yifu Li & Nicholas Steers & Olivia Balderes & Junying Zhang & Priya Krithivasan & Robert A. LeDesma & Clara Fischman & Scott J. Heb, 2022. "Genetic regulation of serum IgA levels and susceptibility to common immune, infectious, kidney, and cardio-metabolic traits," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    6. Sylvia Hartmann & Summaira Yasmeen & Benjamin M. Jacobs & Spiros Denaxas & Munir Pirmohamed & Eric R. Gamazon & Mark J. Caulfield & Harry Hemingway & Maik Pietzner & Claudia Langenberg, 2023. "ADRA2A and IRX1 are putative risk genes for Raynaud’s phenomenon," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    7. Zhaotong Lin & Wei Pan, 2024. "A robust cis-Mendelian randomization method with application to drug target discovery," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    8. Xingjie Hao & Zhonghe Shao & Ning Zhang & Minghui Jiang & Xi Cao & Si Li & Yunlong Guan & Chaolong Wang, 2023. "Integrative genome-wide analyses identify novel loci associated with kidney stones and provide insights into its genetic architecture," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    9. Shiyu Zhang & Zheng Wang & Yijing Wang & Yixiao Zhu & Qiao Zhou & Xingxing Jian & Guihu Zhao & Jian Qiu & Kun Xia & Beisha Tang & Julian Mutz & Jinchen Li & Bin Li, 2024. "A metabolomic profile of biological aging in 250,341 individuals from the UK Biobank," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    10. Magdalena Zimoń & Yunfeng Huang & Anthi Trasta & Aliaksandr Halavatyi & Jimmy Z. Liu & Chia-Yen Chen & Peter Blattmann & Bernd Klaus & Christopher D. Whelan & David Sexton & Sally John & Wolfgang Hube, 2021. "Pairwise effects between lipid GWAS genes modulate lipid plasma levels and cellular uptake," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    11. Wenhan Chen & Yang Wu & Zhili Zheng & Ting Qi & Peter M. Visscher & Zhihong Zhu & Jian Yang, 2021. "Improved analyses of GWAS summary statistics by reducing data heterogeneity and errors," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    12. Guanghao Qi & Surya B. Chhetri & Debashree Ray & Diptavo Dutta & Alexis Battle & Samsiddhi Bhattacharjee & Nilanjan Chatterjee, 2024. "Genome-wide large-scale multi-trait analysis characterizes global patterns of pleiotropy and unique trait-specific variants," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    13. Margaret Sunitha Selvaraj & Xihao Li & Zilin Li & Akhil Pampana & David Y. Zhang & Joseph Park & Stella Aslibekyan & Joshua C. Bis & Jennifer A. Brody & Brian E. Cade & Lee-Ming Chuang & Ren-Hua Chung, 2022. "Whole genome sequence analysis of blood lipid levels in >66,000 individuals," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    14. Han Zhang & Rahul Kalla & Jie Chen & Jianhui Zhao & Xuan Zhou & Alex Adams & Alexandra Noble & Nicholas T. Ventham & Judith Wellens & Gwo-Tzer Ho & Malcolm G. Dunlop & Jan Krzysztof Nowak & Yuan Ding , 2024. "Altered DNA methylation within DNMT3A, AHRR, LTA/TNF loci mediates the effect of smoking on inflammatory bowel disease," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    15. Joel T. Rämö & Tuomo Kiiskinen & Richard Seist & Kristi Krebs & Masahiro Kanai & Juha Karjalainen & Mitja Kurki & Eija Hämäläinen & Paavo Häppölä & Aki S. Havulinna & Heidi Hautakangas & Reedik Mägi &, 2023. "Genome-wide screen of otosclerosis in population biobanks: 27 loci and shared associations with skeletal structure," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    16. Abolfazl Doostparast Torshizi & Dongnhu T. Truong & Liping Hou & Bart Smets & Christopher D. Whelan & Shuwei Li, 2024. "Proteogenomic network analysis reveals dysregulated mechanisms and potential mediators in Parkinson’s disease," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    17. Maik Pietzner & Eleanor Wheeler & Julia Carrasco-Zanini & Nicola D. Kerrison & Erin Oerton & Mine Koprulu & Jian’an Luan & Aroon D. Hingorani & Steve A. Williams & Nicholas J. Wareham & Claudia Langen, 2021. "Synergistic insights into human health from aptamer- and antibody-based proteomic profiling," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    18. Diptavo Dutta & Yuan He & Ashis Saha & Marios Arvanitis & Alexis Battle & Nilanjan Chatterjee, 2022. "Aggregative trans-eQTL analysis detects trait-specific target gene sets in whole blood," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    19. Hui Chen & Zeyang Wang & Lihai Gong & Qixuan Wang & Wenyan Chen & Jia Wang & Xuelian Ma & Ruofan Ding & Xing Li & Xudong Zou & Mireya Plass & Cheng Lian & Ting Ni & Gong-Hong Wei & Wei Li & Lin Deng &, 2024. "A distinct class of pan-cancer susceptibility genes revealed by an alternative polyadenylation transcriptome-wide association study," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    20. William J. Young & Jeffrey Haessler & Jan-Walter Benjamins & Linda Repetto & Jie Yao & Aaron Isaacs & Andrew R. Harper & Julia Ramirez & Sophie Garnier & Stefan Duijvenboden & Antoine R. Baldassari & , 2023. "Genetic architecture of spatial electrical biomarkers for cardiac arrhythmia and relationship with cardiovascular disease," Nature Communications, Nature, vol. 14(1), pages 1-16, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pgen00:1008718. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosgenetics (email available below). General contact details of provider: https://journals.plos.org/plosgenetics/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.