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  Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people

Eising, E., Mirza-Schreiber, N., De Zeeuw, E. L., Wang, C. A., Truong, D. T., Allegrini, A. G., et al. (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, 119(35): e2202764119. doi:10.1073/pnas.2202764119.

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 Creators:
Eising, Else1, Author           
Mirza-Schreiber, Nazanin2, Author
De Zeeuw, Eveline L.3, Author
Wang, Carol A.4, 5, Author
Truong, Dongnhu T.6, Author
Allegrini, Andrea G.7, Author
Shapland, Chin Yang8, Author           
Zhu, Gu9, Author
Wigg, Karen G.10, Author
Gerritse, Margo1, Author           
Molz, Barbara1, Author           
Alagöz, Gökberk1, Author           
Gialluisi, Alessandro11, 12, Author           
Abbondanza, Filippo13, Author
Rimfeld, Kaili7, Author
Van Donkelaar, Marjolein M. J.1, Author           
Liao, Zhijie14, Author
Jansen, Philip R.3, 15, 16, Author
Andlauer, Till F. M.11, 17, Author
Bates, Timothy C.18, Author
Bernard, Manon14, AuthorBlokland, Kirsten19, AuthorBørglum, Anders D.20, 21, 22, AuthorBourgeron, Thomas23, 24, AuthorBrandeis, Daniel25, 26, 27, AuthorCeroni, Fabiola28, 29, AuthorDale, Philip S.30, AuthorLanderl, Karin31, 32, AuthorLyytinen, Heikki33, AuthorDe Jong, Peter F.34, AuthorDeFries, John C.35, AuthorDemontis, Ditte20, 21, AuthorFeng, Yu10, AuthorGordon, Scott D.9, AuthorGuger, Sharon L.19, AuthorHayiou-Thomas, Marianna E.36, AuthorHernández-Cabrera, Juan A.37, AuthorHottenga, Jouke-Jan3, AuthorHulme, Charles38, AuthorKerr, Elizabeth N.14, 19, AuthorKoomar, Tanner39, AuthorLovett, Maureen W.14, 19, AuthorMartin, Nicholas G.9, AuthorMartinelli, Angela13, AuthorMaurer, Urs40, AuthorMichaelson, Jacob J.39, AuthorMoll, Kristina41, AuthorMonaco, Anthony P.42, AuthorMorgan, Angela T.43, 44, 45, AuthorNöthen, Markus M.46, AuthorPausova, Zdenka14, 19, AuthorPennell, Craig E.4, 5, AuthorPennington, Bruce F47, AuthorPrice, Kaitlyn M.10, 14, 19, AuthorRajagopal, Veera M.20, 21, AuthorRamus, Frank48, AuthorRicher, Louis49, AuthorSimpson, Nuala H.38, AuthorSmith, Shelley50, AuthorSnowling, Margaret J.38, AuthorStein, John38, AuthorStrug, Lisa J.14, 19, AuthorTalcott, Joel B.51, AuthorTiemeier, Henning3, 52, AuthorVan de Schroeff, Marc M. P.15, AuthorVerhoef, Ellen1, Author           Watkins, Kate E.38, AuthorWilkinson, Margaret19, AuthorWright, Margaret J.53, AuthorBarr, Cathy L.10, 14, 19, 54, AuthorBoomsma, Dorret I.3, 16, 55, AuthorCarreiras, Manuel56, 57, 58, AuthorFranken, Marie-Christine J.15, AuthorGruen, Jeffrey R.6, AuthorLuciano, Michelle18, AuthorMüller-Myhsok, Bertram11, 59, AuthorNewbury, Dianne F.29, AuthorOlson, Richard K.35, AuthorParacchini, Silvia13, AuthorPaus, Tomas14, 60, AuthorPlomin, Robert7, AuthorSchulte-Körne, Gerd41, AuthorReilly, Sheena43, 61, AuthorTomblin, J. Bruce39, AuthorVan Bergen, Elsje3, AuthorWhitehouse, Andrew J.O.62, AuthorWillcutt, Erik G.35, AuthorSt Pourcain, Beate1, 63, 64, Author           Francks, Clyde1, 64, 65, Author           Fisher, Simon E.1, 64, Author            more..
Affiliations:
1Language and Genetics Department, MPI for Psycholinguistics, Max Planck Society, ou_792549              
2Helmholtz Zentrum München, Munich, Germany , ou_persistent22              
3Free University Amsterdam, Amsterdam, NL, ou_persistent22              
4School of Medicine and Public Health, The University of Newcastle, , Newcastle, New South Wales, Australia , ou_persistent22              
5Hunter Medical Research Institute, Newcastle, New South Wales, Australia , ou_persistent22              
6Yale Medical School, New Haven, CT, USA , ou_persistent22              
7King’s College London, , London, UK, ou_persistent22              
8University of Bristol, Bristol, UK , ou_persistent22              
9QIMR Berghofer Medical Research Institute, Brisbane, Australia, ou_persistent22              
10University Health Network, Toronto, Canada, ou_persistent22              
11Max Planck Institute of Psychiatry, Munich, Germany, ou_persistent22              
12IRCCS Istituto Neurologico Mediterraneo Neuromed, Pozzilli, Italy, ou_persistent22              
13University of St Andrews, St Andrews, Scotland, St Andrews, UK, ou_persistent22              
14University of Toronto, Toronto, Canada, ou_persistent22              
15Erasmus University Medical Center, Rotterdam, The Netherlands, ou_persistent22              
16VU Medical Center, Amsterdam UMC, Amsterdam, The Netherlands, ou_persistent22              
17School of Medicine, Technical University of Munich, Munich, Germany, ou_persistent22              
18University of Edinburgh, Edinburgh, UK, ou_persistent22              
19Hospital for Sick Children, Toronto, Canada, ou_persistent22              
20Aarhus University, Aarhus, Denmark, ou_persistent22              
21The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark, ou_persistent22              
22Center for Genomics and Personalised Medicine, CGPM, Aarhus, Denmark, ou_persistent22              
23Institut Pasteur, Paris, France, ou_persistent22              
24Université de Paris, Paris, France, ou_persistent22              
25University of Zurich, Zurich, Switzerland, ou_persistent22              
26University of Zurich and ETH Zurich, Zurich, Switzerland, ou_persistent22              
27Heidelberg University, Mannheim, Germany, ou_persistent22              
28University of Bologna, Bologna, Italy, ou_persistent22              
29Oxford Brookes University, Oxford, UK, ou_persistent22              
30University of New Mexico, Albuquerque, NM, USA, ou_persistent22              
31University of Graz, Graz, Austria, ou_persistent22              
32BioTechMed-Graz, Graz, Austria, ou_persistent22              
33University of Jyväskylä, Jyväskylä, Finland, ou_persistent22              
34University of Amsterdam, Amsterdam, The Netherlands, ou_persistent22              
35University of Colorado, Boulder, CO, USA, ou_persistent22              
36University of York, York, UK, ou_persistent22              
37Universidad de La Laguna, Santa Cruz de Tenerife, Spain, ou_persistent22              
38University of Oxford, Oxford, UK, ou_persistent22              
39University of Iowa, Iowa City, IA, USA, ou_persistent22              
40The Chinese University of Hong Kong, Hong Kong, China, ou_persistent22              
41LMU University Hospital Munich, Munich, Germany, ou_persistent22              
42Tufts University, Medford, MA, USA, ou_persistent22              
43Murdoch Children’s Research Institute, Melbourne, Australia, ou_persistent22              
44University of Melbourne, Melbourne, Australia, ou_persistent22              
45Royal Children’s Hospital, Melbourne, Australia, ou_persistent22              
46University Hospital of Bonn, Bonn, Germany, ou_persistent22              
47University of Denver, Denver, Denver, CO, USA, ou_persistent22              
48PSL University, Paris, France, ou_persistent22              
49Université du Québec à Chicoutimi, Chicoutimi, Canada, ou_persistent22              
50University of Nebraska Medical Center, Omaha, NE, USA, ou_persistent22              
51Aston University, Birmingham, UK, ou_persistent22              
52T.H. Chan School of Public Health, Boston, MA, USA, ou_persistent22              
53University of Queensland, Brisbane, Australia, ou_persistent22              
54Institute of Medical Sciences, Toronto, Canada, ou_persistent22              
55Netherlands Twin Register, Amsterdam, The Netherlands, ou_persistent22              
56Basque Center on Cognition, Brain and Language (BCBL), Donostia-San Sebastian, Spain, ou_persistent22              
57Ikerbasque, Basque Foundation for Science, Bilbao, Spain, ou_persistent22              
58University of the Basque Country (UPV/EHU), Bilbao, Spain, ou_persistent22              
59University of Liverpool, Liverpool, UK, ou_persistent22              
60University of Montreal, Montreal, Canada, ou_persistent22              
61Griffith University, Gold Coast, Australia, ou_persistent22              
62University of Western Australia, Perth, Australia, ou_persistent22              
63Population genetics of human communication, MPI for Psycholinguistics, Max Planck Society, ou_2579694              
64Donders Institute for Brain, Cognition and Behaviour, External Organizations, ou_55236              
65Imaging Genomics, MPI for Psycholinguistics, Max Planck Society, ou_2579692              

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 Abstract: The 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.

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Language(s): eng - English
 Dates: 20222022-08-23
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1073/pnas.2202764119
 Degree: -

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Title: Proceedings of the National Academy of Sciences of the United States of America
  Other : PNAS
  Other : Proceedings of the National Academy of Sciences of the USA
  Abbreviation : Proc. Natl. Acad. Sci. U. S. A.
Source Genre: Journal
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Publ. Info: Washington, D.C. : National Academy of Sciences
Pages: - Volume / Issue: 119 (35) Sequence Number: e2202764119 Start / End Page: - Identifier: ISSN: 0027-8424
CoNE: https://pure.mpg.de/cone/journals/resource/954925427230