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dc.contributor.authorEising, Else
dc.contributor.authorMirza-Schreiber, Nazinin
dc.contributor.authorde Zeeuw, Eveline L.
dc.contributor.authorWang, Carol A.
dc.contributor.authorTruong, Dongnhu T.
dc.contributor.authorAllegrini, Andrea G.
dc.contributor.authorShapland, Chin Yang
dc.contributor.authorZhu, Gu
dc.contributor.authorWigg, Karen G.
dc.contributor.authorGerritse, Margot
dc.contributor.authorMolz, Barbara
dc.contributor.authorAlagöz, Gökberk
dc.contributor.authorGialluisi, Alessandro
dc.contributor.authorAbbondanza, Filippo
dc.contributor.authorRimfeld, Kaili
dc.contributor.authorvan Donkelaar, Marjolein
dc.contributor.authorLiao, Zhijie
dc.contributor.authorJansen, Philip R.
dc.contributor.authorAndlauer, Till F. M.
dc.contributor.authorBates, Timothy C.
dc.contributor.authorBernard, Manon
dc.contributor.authorBlokland, Kirsten
dc.contributor.authorBonte, Milene
dc.contributor.authorBørglum, Anders D.
dc.contributor.authorBourgeron, Thomas
dc.contributor.authorBrandeis, Daniel
dc.contributor.authorCeroni, Fabiola
dc.contributor.authorCsépe, Valéria
dc.contributor.authorDale, Philip S.
dc.contributor.authorde Jong, Peter F.
dc.contributor.authorDeFries, John C.
dc.contributor.authorDémonet, Jean-François
dc.contributor.authorDemontis, Ditte
dc.contributor.authorFeng, Yu
dc.contributor.authorGordon, Scott D.
dc.contributor.authorGuger, Sharon L.
dc.contributor.authorHayiou-Thomas, Marianna E.
dc.contributor.authorHernández-Cabrera, Juan A.
dc.contributor.authorHottenga, Jouke-Jan
dc.contributor.authorHulme, Charles
dc.contributor.authorKere, Juha
dc.contributor.authorKerr, Elizabeth N.
dc.contributor.authorKoomar, Tanner
dc.contributor.authorLanderl, Karin
dc.contributor.authorLeonard, Gabriel
dc.contributor.authorLovett, Maureen W.
dc.contributor.authorLyytinen, Heikki
dc.contributor.authorMartin, Nicholas G.
dc.contributor.authorMartinelli, Angela
dc.contributor.authorMaurer, Urs
dc.contributor.authorMichaelson, Jacob
dc.contributor.authorMoll, Kristina
dc.contributor.authorMonaco, Anthony P.
dc.contributor.authorMorgan, Angela T.
dc.contributor.authorNőthen, Markus M.
dc.contributor.authorPausova, Zdenka
dc.contributor.authorPennell, Craig E.
dc.contributor.authorPennington, Bruce F.
dc.contributor.authorPrice, Kaitlyn M.
dc.contributor.authorRajagopal, Veera M.
dc.contributor.authorRamus, Franck
dc.contributor.authorRicher, Louis
dc.contributor.authorSimpson, Nuala H.
dc.contributor.authorSmith, Shelley
dc.contributor.authorSnowling, Margaret J.
dc.contributor.authorStein, John
dc.contributor.authorStrug, Lisa J.
dc.contributor.authorTalcott, Joel B.
dc.contributor.authorTiemeier, Henning
dc.contributor.authorvan der Schroeff, Marc M.P.
dc.contributor.authorVerhoef, Ellen
dc.contributor.authorWatkins, Kate E.
dc.contributor.authorWilkinson, Margaret
dc.contributor.authorWright, Margaret J.
dc.contributor.authorBarr, Cathy L.
dc.contributor.authorBoomsma, Dorret I.
dc.contributor.authorCarreiras, Manuel
dc.contributor.authorFranken, Marie-Christine J.
dc.contributor.authorGruen, Jeffrey R.
dc.contributor.authorLuciano, Michelle
dc.contributor.authorMüller-Myhsok, Bertram
dc.contributor.authorNewbury, Dianne F.
dc.contributor.authorOlson, Richard .
dc.contributor.authorParacchini, Silvia
dc.contributor.authorPaus, Tomáš
dc.contributor.authorPlomin, Robert
dc.contributor.authorReilly, Sheena
dc.contributor.authorSchulte-Körne, Gerd
dc.contributor.authorTomblin, Bruce
dc.contributor.authorvan Bergen, Elsje
dc.contributor.authorWhitehouse, Andrew J.O.
dc.contributor.authorWillcutt, Erik G.
dc.contributor.authorSt Pourcain, Beate
dc.contributor.authorFrancks, Clyde
dc.contributor.authorFisher, Simon E.
dc.date.accessioned2022-08-24T11:30:02Z
dc.date.available2022-08-24T11:30:02Z
dc.date.issued2022-08-30
dc.identifier280149201
dc.identifier9d568cd6-3246-4956-a351-c451e6febd63
dc.identifier85136345356
dc.identifier000911585800009
dc.identifier.citationEising , E , Mirza-Schreiber , N , de Zeeuw , E L , Wang , C A , Truong , D T , Allegrini , A G , Shapland , C Y , Zhu , G , Wigg , K G , Gerritse , M , Molz , B , Alagöz , G , Gialluisi , A , Abbondanza , F , Rimfeld , K , van Donkelaar , M , Liao , Z , Jansen , P R , Andlauer , T F M , Bates , T C , Bernard , M , Blokland , K , Bonte , M , Børglum , A D , Bourgeron , T , Brandeis , D , Ceroni , F , Csépe , V , Dale , P S , de Jong , P F , DeFries , J C , Démonet , J-F , Demontis , D , Feng , Y , Gordon , S D , Guger , S L , Hayiou-Thomas , M E , Hernández-Cabrera , J A , Hottenga , J-J , Hulme , C , Kere , J , Kerr , E N , Koomar , T , Landerl , K , Leonard , G , Lovett , M W , Lyytinen , H , Martin , N G , Martinelli , A , Maurer , U , Michaelson , J , Moll , K , Monaco , A P , Morgan , A T , Nőthen , M M , Pausova , Z , Pennell , C E , Pennington , B F , Price , K M , Rajagopal , V M , Ramus , F , Richer , L , Simpson , N H , Smith , S , Snowling , M J , Stein , J , Strug , L J , Talcott , J B , Tiemeier , H , van der Schroeff , M M P , Verhoef , E , Watkins , K E , Wilkinson , M , Wright , M J , Barr , C L , Boomsma , D I , Carreiras , M , Franken , M-C J , Gruen , J R , Luciano , M , Müller-Myhsok , B , Newbury , D F , Olson , R , Paracchini , S , Paus , T , Plomin , R , Reilly , S , Schulte-Körne , G , Tomblin , B , van Bergen , E , Whitehouse , A J O , Willcutt , E G , St Pourcain , B , Francks , C & Fisher , S E 2022 , ' Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people ' , Proceedings of the National Academy of Sciences of the United States of America , vol. 119 , no. 35 , e2202764119 . https://doi.org/10.1073/pnas.2202764119en
dc.identifier.issn0027-8424
dc.identifier.otherORCID: /0000-0001-9934-8602/work/114641547
dc.identifier.urihttps://hdl.handle.net/10023/25885
dc.descriptionFunding: SP and FA are supported by the Royal Society (UF150663; RGF\EA\180141).en
dc.description.abstractThe use of spoken and written language is a fundamental human capacity. Individual differences in reading- and language-related skills are influenced by genetic variation, with twin-based heritability estimates of 30 to 80% depending on the trait. The genetic architecture is complex, heterogeneous, and multifactorial, but investigations of contributions of single-nucleotide polymorphisms (SNPs) were thus far underpowered. We present a multicohort genome-wide association study (GWAS) of five traits assessed individually using psychometric measures (word reading, nonword reading, spelling, phoneme awareness, and nonword repetition) in samples of 13,633 to 33,959 participants aged 5 to 26 y. We identified genome-wide significant association with word reading (rs11208009, P = 1.098 × 10−8) at a locus that has not been associated with intelligence or educational attainment. All five reading-/language-related traits showed robust SNP heritability, accounting for 13 to 26% of trait variability. Genomic structural equation modeling revealed a shared genetic factor explaining most of the variation in word/nonword reading, spelling, and phoneme awareness, which only partially overlapped with genetic variation contributing to nonword repetition, intelligence, and educational attainment. A multivariate GWAS of word/nonword reading, spelling, and phoneme awareness maximized power for follow-up investigation. Genetic correlation analysis with neuroimaging traits identified an association with the surface area of the banks of the left superior temporal sulcus, a brain region linked to the processing of spoken and written language. Heritability was enriched for genomic elements regulating gene expression in the fetal brain and in chromosomal regions that are depleted of Neanderthal variants. Together, these results provide avenues for deciphering the biological underpinnings of uniquely human traits.
dc.format.extent12
dc.format.extent1834847
dc.language.isoeng
dc.relation.ispartofProceedings of the National Academy of Sciences of the United States of Americaen
dc.subjectReadingen
dc.subjectLanguageen
dc.subjectGenome-wide association studyen
dc.subjectMeta-analysisen
dc.subjectQH426 Geneticsen
dc.subjectRA0421 Public health. Hygiene. Preventive Medicineen
dc.subjectDASen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.subjectMCCen
dc.subject.lccQH426en
dc.subject.lccRA0421en
dc.titleGenome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 peopleen
dc.typeJournal articleen
dc.contributor.sponsorThe Royal Societyen
dc.contributor.institutionUniversity of St Andrews. Cellular Medicine Divisionen
dc.contributor.institutionUniversity of St Andrews. School of Medicineen
dc.contributor.institutionUniversity of St Andrews. Centre for Biophotonicsen
dc.contributor.institutionUniversity of St Andrews. Biomedical Sciences Research Complexen
dc.contributor.institutionUniversity of St Andrews. Institute of Behavioural and Neural Sciencesen
dc.contributor.institutionUniversity of St Andrews. St Andrews Bioinformatics Uniten
dc.identifier.doi10.1073/pnas.2202764119
dc.description.statusPeer revieweden
dc.identifier.grantnumberRGF\EA\180141en


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