Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explain one-fifth of heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated ~2,000, ~3,700 and ~9,500 SNPs explained ~21%, ~24% and ~29% of phenotypic variance. Furthermore, all common variants together captured the majority (60%) of heritability. The 697 variants clustered in 423 loci enriched for genes, pathways, and tissue-types known to be involved in growth and together implicated genes and pathways not highlighted in earlier efforts, such as signaling by fibroblast growth factors, WNT/beta-catenin, and chondroitin sulfate-related genes. We identified several genes and pathways not previously connected with human skeletal growth, including mTOR, osteoglycin and binding of hyaluronic acid. Our results indicate a genetic architecture for human height that is characterized by a very large but finite number (thousands) of causal variants.

Defining the role of common variation in the genomic and biological architecture of adult human height

Bernardi Francesco
Membro del Collaboration Group
2014

Abstract

Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explain one-fifth of heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated ~2,000, ~3,700 and ~9,500 SNPs explained ~21%, ~24% and ~29% of phenotypic variance. Furthermore, all common variants together captured the majority (60%) of heritability. The 697 variants clustered in 423 loci enriched for genes, pathways, and tissue-types known to be involved in growth and together implicated genes and pathways not highlighted in earlier efforts, such as signaling by fibroblast growth factors, WNT/beta-catenin, and chondroitin sulfate-related genes. We identified several genes and pathways not previously connected with human skeletal growth, including mTOR, osteoglycin and binding of hyaluronic acid. Our results indicate a genetic architecture for human height that is characterized by a very large but finite number (thousands) of causal variants.
2014
Andrew, R Wood; Tonu, Esko; Jian, Yang; Sailaja, Vedantam; Tune, H Pers; Stefan, Gustafsson; Audrey, Y Chu; Karol, Estrada; Jian’An, Luan; Zoltán, Kutalik; Najaf, Amin; Martin, L Buchkovich; Damien, C Croteau-Chonka; Felix, R Day; Yanan, Duan; Tove, Fall; Rudolf, Fehrmann; Teresa, Ferreira; Anne, U Jackson; Juha, Karjalainen; Ken Sin, Lo; Adam, E Locke; Reedik, Mägi; Evelin, Mihailov; Eleonora, Porcu; Joshua, C Randall; André, Scherag; Anna AE, Vinkhuyzen; Harm-Jan, Westra; Thomas, W Winkler; Tsegaselassie, Workalemahu; Jing Hua, Zhao; Devin, Absher; Eva, Albrecht; Denise, Anderson; Jeffrey, Baron; Marian, Beekman; Ayse, Demirkan; Georg, B Ehret; Bjarke, Feenstra; Mary, F Feitosa; Krista, Fischer; Ross, M Fraser; Anuj, Goel; Jian, Gong; Anne, E Justice; Stavroula, Kanoni; Marcus, E Kleber; Kati, Kristiansson; Unhee, Lim; Vaneet, Lotay; Julian, C Lui; Massimo, Mangino; Irene Mateo, Leach; Carolina, Medina-Gomez; Michael, A Nalls; Dale, R Nyholt; Cameron, D Palmer; Dorota, Pasko; Sonali, Pechlivanis; Inga, Prokopenko; Janina, S Ried; Stephan, Ripke; Dmitry, Shungin; Alena, Stancáková; Rona, J Strawbridge; Yun Ju, Sung; Toshiko, Tanaka; Alexander, Teumer; Stella, Trompet; Sander, W van der Laan; Jessica van, Setten; Jana, V Van Vliet-Ostaptchouk; Zhaoming, Wang; Loc, Yengo; Weihua, Zhang; Uzma, Afzal; Johan, Ärnlöv; Gillian, M Arscott; Stefania, Bandinelli; Amy, Barrett; Claire, Bellis; Amanda, J Bennett; Christian, Berne; Matthias, Blüher; Jennifer, L Bolton; Yvonne, Böttcher; Heather, A Boyd; Marcel, Bruinenberg; Brendan, M Buckley; Steven, Buyske; Ida, H Caspersen; Peter, S Chines; Robert, Clarke; Simone, Claudi-Boehm; Matthew, Cooper; E Warwick, Daw; Pim, A De Jong; Joris, Deelen; Graciela, Delgado; Josh, C Denny; Rosalie, Dhonukshe-Rutten; Maria, Dimitriou; Alex SF, Doney; Marcus, Dörr; Niina, Eklund; Elodie, Eury; Lasse, Folkersen; Melissa, E Garcia; Frank, Geller; Vilmantas, Giedraitis; Alan, S Go; Harald, Grallert; Tanja, B Grammer; Jürgen, Gräßler; Henrik, Grönberg; Lisette C. P. G. M., de Groot; Christopher, J Groves; Jeffrey, Haessler; Per, Hall; Toomas, Haller; Goran, Hallmans; Anke, Hannemann; Catharina, A Hartman; Maija, Hassinen; Caroline, Hayward; Nancy, L Heard-Costa; Quinta, Helmer; Gibran, Hemani; Anjali, K Henders; Hans, L Hillege; Mark, A Hlatky; Wolfgang, Hoffmann; Per, Hoffmann; Oddgeir, Holmen; Jeanine, J Houwing-Duistermaat; Thomas, Illig; Aaron, Isaacs; Alan, L James; Janina, Jeff; Berit, Johansen; Åsa, Johansson; Jennifer, Jolley; Thorhildur, Juliusdottir; Juhani, Junttila; Abel, N Kho; Leena, Kinnunen; Norman, Klopp; Thomas, Kocher; Wolfgang, Kratzer; Peter, Lichtner; Lars, Lind; Jaana, Lindström; Stéphane, Lobbens; Mattias, Lorentzon; Yingchang, Lu; Valeriya, Lyssenko; Patrik KE, Magnusson; Anubha, Mahajan; Marc, Maillard; Wendy, L McArdle; Colin, A McKenzie; Stela, Mclachlan; Paul, J McLaren; Cristina, Menni; Sigrun, Merger; Lili, Milani; Alireza, Moayyeri; Keri, L Monda; Mario, A Morken; Gabriele, Müller; Martina, Müller-Nurasyid; Arthur, W Musk; Narisu, Narisu; Matthias, Nauck; Ilja, M Nolte; Markus, M Nöthen; Laticia, Oozageer; Stefan, Pilz; Nigel, W Rayner; Frida, Renstrom; Neil, R Robertson; Lynda, M Rose; Ronan, Roussel; Serena, Sanna; Hubert, Scharnagl; Salome, Scholtens; Fredrick, R Schumacher; Heribert, Schunkert; Robert, A Scott; Joban, Sehmi; Thomas, Seufferlein; Jianxin, Shi; Karri, Silventoinen; Johannes, H Smit; Albert Vernon, Smith; Bernardi, Francesco
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