Novel Loci for Childhood Body Mass Index and Shared Heritability with Adult Cardiometabolic Traits
View/ Open
Date
2020-10-12Author
Vogelezang, Suzanne
Bradfield, Jonathan P.
Ahluwalia, Tarunveer S.
Curtin, John A.
Lakka, Timo A.
Grarup, Niels
Scholz, Markus
Van der Most, Peter J.
Monnereau, Claire
Stergiakouli, Evie
Heiskala, Anni
Horikoshi, Momoko
Fedko, Iryna O.
Vilor Tejedor, Natalia
Cousminer, Diana L.
Standl, Marie
Wang, Carol A.
Viikari, Jorma
Geller, Frank
Iñiguez, Carmen
Pitkanen, Niina
Chesi, Alessandra
Bacelis, Jonas
Yengo, Loic
Torrent, Maties
Ntalla, Ioanna
Helgeland, Oyvind
Selzam, Saskia
Vonk, Judith M.
Zafarmand, Mohammed H.
Heude, Barbara
Farooqi, Ismaa Sadaf
Alyass, Akram
Beaumont, Robin N.
Have, Christian T.
Rzehak, Peter
Schnurr, Theresia M.
Barroso, Ines
Bonnelykke, Klaus
Beilin, Lawrence J.
Carstensen, Lisbeth
Charles, Marie Aline
Chawes, Bo
Clement, Karine
Closa Monasterolo, Ricardo
Custovic, Adnan
Eriksson, Johan G.
Escribano, Joaquín
Groen-Blokhuis, Maria
Grote, Veit
Gruszfeld, Dariusz
Hakonarson, Hakon
Hansen, Torben
Hattersley, Andrew T.
Hollensted, Mette
Hottenga, Jouke Jan
Hypponen, Elina
Johansson, Stefan
Joro, Raimo
Kahonen, Mika
Karhunen, Ville
Kiess, Wieland
Knight, Bridget A.
Koletzko, Berthold
Kuehnapfel, Andreas
Landgraf, Kathrin
Langhendries, Jean-Paul
Lehtimaki, Terho
Leinonen, Jaakko T.
Li, Aihuali
Lindi, Virpi
Lowry, Estelle
Bustamante, Mariona
Medina Gómez, Carolina
Melbye, Mads
Michaelsen, Kim F.
Morgen, Camilla S.
Mori, Trevor A.
Nielsen, Tenna R. H.
Niinikoski, Harri
Oldehinkel, Albertine J.
Pahkala, Katja
Panoutsopoulou, Kalliope
Pedersen, Oluf
Pennell, Craig E.
Power, Christine
Reijneveld, Sijmen A.
Rivadeneira, Fernando
Simpson, Angela
Sly, Peter D.
Stokholm, Jakob
Teo, Kook K.
Thiering, Elisabeth
Timpson, Nicholas J.
Uitterlinden, Andre G.
Van Beijsterveldt, Catharina E. M.
Van Schaik, Barbera D. C.
Vaudel, Marc
Verduci, Elvira
Vinding, Rebecca K.
Vogel, Mandy
Zeggini, Eleftheria
Sebert, Sylvain
Lind, Mads V.
Brown, Christopher D.
Santa Marina, Loreto
Reischl, Eva
Frithioff-Bojsoe, Christine
Meyre, David
Wheeler, Eleanor
Ong, Ken
Nohr, Ellen A.
Vrijkotte, Tanja G. M.
Koppelman, Gerard H.
Plomin, Robert
Njolstad, Pal R.
Dedoussis, George D.
Froguel, Philippe
Sorensen, Thorkild I. A.
Jacobsson, Bo
Freathy, Rachel M.
Zemel, Babette S.
Raitakari, Olli
Vrijheid, Martine
Feenstra, Bjarke
Lyytikainen, Leo-Pekka
Snieder, Harold
Kirsten, Holger
Holt, Patrick G.
Heinrich, Joachim
Widen, Elisabeth
Sunyer, Jordi
Boomsma, Dorret I.
Jarvelin, Marjo-Riitta
Koerner, Antje
Smith, George Davey
Holm, Jens-Christian
Atalay, Mustafa
Murray, Clare
Bisgaard, Hans
McCarthy, Mark I.
Jaddoe, Vincent W. V.
Grant, Struan F. A.
Felix, Janine F.
Metadata
Show full item record
Plos Genetics 16(10) : (2020) // Article ID e1008718
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 nearNEDD4LandSLC45A3, 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 (R(g)ranging from 0.11 to 0.76, P-values <0.002). A negative genetic correlation of childhood BMI with age at menarche was observed. Our results suggest that the biological processes underlying childhood BMI largely, but not completely, overlap with those underlying adult BMI. The well-known observational associations of BMI in childhood with cardio-metabolic diseases in adulthood may reflect partial genetic overlap, but in light of previous evidence, it is also likely that they are explained through phenotypic continuity of BMI from childhood into adulthood.
Author summary Although twin studies have shown that body mass index (BMI) is highly heritable, many common genetic variants involved in the development of BMI have not yet been identified, especially in children. We studied associations of more than 40 million genetic variants with childhood BMI in 61,111 children aged between 2 and 10 years. We identified 25 genetic variants that were associated with childhood BMI. Two of these have not been implicated for BMI previously, located close to the genesNEDD4LandSLC45A3. We also show that the genetic background of childhood BMI overlaps with that of birth weight, adult BMI, waist-to-hip-ratio, diastolic blood pressure, type 2 diabetes, and age at menarche. Our results suggest that the biological processes underlying childhood BMI largely overlap with those underlying adult BMI. However, the overlap is not complete. Additionally, the genetic backgrounds of childhood BMI and other cardio-metabolic phenotypes are overlapping. This may mean that the associations of childhood BMI and later cardio-metabolic outcomes are partially explained by shared genetics, but it could also be explained by the strong association of childhood BMI with adult BMI.