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

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,...

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Autores principales: Eising, Else, Mirza-Schreiber, Nazanin, de Zeeuw, Eveline L., Wang, Carol A., Truong, Dongnhu T., Allegrini, Andrea G., Shapland, Chin Yang, Zhu, Gu, Wigg, Karen G., Gerritse, Margot L., Molz, Barbara, Alagöz, Gökberk, Gialluisi, Alessandro, Abbondanza, Filippo, Rimfeld, Kaili, van Donkelaar, Marjolein, Liao, Zhijie, Jansen, Philip R., Andlauer, Till F. M., Bates, Timothy C., Bernard, Manon, Blokland, Kirsten, Bonte, Milene, Børglum, Anders D., Bourgeron, Thomas, Brandeis, Daniel, Ceroni, Fabiola, Csépe, Valéria, Dale, Philip S., de Jong, Peter F., DeFries, John C., Démonet, Jean-François, Demontis, Ditte, Feng, Yu, Gordon, Scott D., Guger, Sharon L., Hayiou-Thomas, Marianna E., Hernández-Cabrera, Juan A., Hottenga, Jouke-Jan, Hulme, Charles, Kere, Juha, Kerr, Elizabeth N., Koomar, Tanner, Landerl, Karin, Leonard, Gabriel T., Lovett, Maureen W., Lyytinen, Heikki, Martin, Nicholas G., Martinelli, Angela, Maurer, Urs, Michaelson, Jacob J., Moll, Kristina, Monaco, Anthony P., Morgan, Angela T., Nöthen, Markus M., Pausova, Zdenka, Pennell, Craig E., Pennington, Bruce F., Price, Kaitlyn M., Rajagopal, Veera M., Ramus, Franck, Richer, Louis, Simpson, Nuala H., Smith, Shelley D., Snowling, Margaret J., Stein, John, Strug, Lisa J., Talcott, Joel B., Tiemeier, Henning, van der Schroeff, Marc P., Verhoef, Ellen, Watkins, Kate E., Wilkinson, Margaret, Wright, Margaret J., Barr, Cathy L., Boomsma, Dorret I., Carreiras, Manuel, Franken, Marie-Christine J., Gruen, Jeffrey R., Luciano, Michelle, Müller-Myhsok, Bertram, Newbury, Dianne F., Olson, Richard K., Paracchini, Silvia, Paus, Tomáš, Plomin, Robert, Reilly, Sheena, Schulte-Körne, Gerd, Tomblin, J. Bruce, van Bergen, Elsje, Whitehouse, Andrew J. O., Willcutt, Erik G., St Pourcain, Beate, Francks, Clyde, Fisher, Simon E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436320/
https://www.ncbi.nlm.nih.gov/pubmed/35998220
http://dx.doi.org/10.1073/pnas.2202764119
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author Eising, Else
Mirza-Schreiber, Nazanin
de Zeeuw, Eveline L.
Wang, Carol A.
Truong, Dongnhu T.
Allegrini, Andrea G.
Shapland, Chin Yang
Zhu, Gu
Wigg, Karen G.
Gerritse, Margot L.
Molz, Barbara
Alagöz, Gökberk
Gialluisi, Alessandro
Abbondanza, Filippo
Rimfeld, Kaili
van Donkelaar, Marjolein
Liao, Zhijie
Jansen, Philip R.
Andlauer, Till F. M.
Bates, Timothy C.
Bernard, Manon
Blokland, Kirsten
Bonte, Milene
Børglum, Anders D.
Bourgeron, Thomas
Brandeis, Daniel
Ceroni, Fabiola
Csépe, Valéria
Dale, Philip S.
de Jong, Peter F.
DeFries, John C.
Démonet, Jean-François
Demontis, Ditte
Feng, Yu
Gordon, Scott D.
Guger, Sharon L.
Hayiou-Thomas, Marianna E.
Hernández-Cabrera, Juan A.
Hottenga, Jouke-Jan
Hulme, Charles
Kere, Juha
Kerr, Elizabeth N.
Koomar, Tanner
Landerl, Karin
Leonard, Gabriel T.
Lovett, Maureen W.
Lyytinen, Heikki
Martin, Nicholas G.
Martinelli, Angela
Maurer, Urs
Michaelson, Jacob J.
Moll, Kristina
Monaco, Anthony P.
Morgan, Angela T.
Nöthen, Markus M.
Pausova, Zdenka
Pennell, Craig E.
Pennington, Bruce F.
Price, Kaitlyn M.
Rajagopal, Veera M.
Ramus, Franck
Richer, Louis
Simpson, Nuala H.
Smith, Shelley D.
Snowling, Margaret J.
Stein, John
Strug, Lisa J.
Talcott, Joel B.
Tiemeier, Henning
van der Schroeff, Marc P.
Verhoef, Ellen
Watkins, Kate E.
Wilkinson, Margaret
Wright, Margaret J.
Barr, Cathy L.
Boomsma, Dorret I.
Carreiras, Manuel
Franken, Marie-Christine J.
Gruen, Jeffrey R.
Luciano, Michelle
Müller-Myhsok, Bertram
Newbury, Dianne F.
Olson, Richard K.
Paracchini, Silvia
Paus, Tomáš
Plomin, Robert
Reilly, Sheena
Schulte-Körne, Gerd
Tomblin, J. Bruce
van Bergen, Elsje
Whitehouse, Andrew J. O.
Willcutt, Erik G.
St Pourcain, Beate
Francks, Clyde
Fisher, Simon E.
author_facet Eising, Else
Mirza-Schreiber, Nazanin
de Zeeuw, Eveline L.
Wang, Carol A.
Truong, Dongnhu T.
Allegrini, Andrea G.
Shapland, Chin Yang
Zhu, Gu
Wigg, Karen G.
Gerritse, Margot L.
Molz, Barbara
Alagöz, Gökberk
Gialluisi, Alessandro
Abbondanza, Filippo
Rimfeld, Kaili
van Donkelaar, Marjolein
Liao, Zhijie
Jansen, Philip R.
Andlauer, Till F. M.
Bates, Timothy C.
Bernard, Manon
Blokland, Kirsten
Bonte, Milene
Børglum, Anders D.
Bourgeron, Thomas
Brandeis, Daniel
Ceroni, Fabiola
Csépe, Valéria
Dale, Philip S.
de Jong, Peter F.
DeFries, John C.
Démonet, Jean-François
Demontis, Ditte
Feng, Yu
Gordon, Scott D.
Guger, Sharon L.
Hayiou-Thomas, Marianna E.
Hernández-Cabrera, Juan A.
Hottenga, Jouke-Jan
Hulme, Charles
Kere, Juha
Kerr, Elizabeth N.
Koomar, Tanner
Landerl, Karin
Leonard, Gabriel T.
Lovett, Maureen W.
Lyytinen, Heikki
Martin, Nicholas G.
Martinelli, Angela
Maurer, Urs
Michaelson, Jacob J.
Moll, Kristina
Monaco, Anthony P.
Morgan, Angela T.
Nöthen, Markus M.
Pausova, Zdenka
Pennell, Craig E.
Pennington, Bruce F.
Price, Kaitlyn M.
Rajagopal, Veera M.
Ramus, Franck
Richer, Louis
Simpson, Nuala H.
Smith, Shelley D.
Snowling, Margaret J.
Stein, John
Strug, Lisa J.
Talcott, Joel B.
Tiemeier, Henning
van der Schroeff, Marc P.
Verhoef, Ellen
Watkins, Kate E.
Wilkinson, Margaret
Wright, Margaret J.
Barr, Cathy L.
Boomsma, Dorret I.
Carreiras, Manuel
Franken, Marie-Christine J.
Gruen, Jeffrey R.
Luciano, Michelle
Müller-Myhsok, Bertram
Newbury, Dianne F.
Olson, Richard K.
Paracchini, Silvia
Paus, Tomáš
Plomin, Robert
Reilly, Sheena
Schulte-Körne, Gerd
Tomblin, J. Bruce
van Bergen, Elsje
Whitehouse, Andrew J. O.
Willcutt, Erik G.
St Pourcain, Beate
Francks, Clyde
Fisher, Simon E.
author_sort Eising, Else
collection PubMed
description 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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spelling pubmed-94363202022-09-02 Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people Eising, Else Mirza-Schreiber, Nazanin de Zeeuw, Eveline L. Wang, Carol A. Truong, Dongnhu T. Allegrini, Andrea G. Shapland, Chin Yang Zhu, Gu Wigg, Karen G. Gerritse, Margot L. Molz, Barbara Alagöz, Gökberk Gialluisi, Alessandro Abbondanza, Filippo Rimfeld, Kaili van Donkelaar, Marjolein Liao, Zhijie Jansen, Philip R. Andlauer, Till F. M. Bates, Timothy C. Bernard, Manon Blokland, Kirsten Bonte, Milene Børglum, Anders D. Bourgeron, Thomas Brandeis, Daniel Ceroni, Fabiola Csépe, Valéria Dale, Philip S. de Jong, Peter F. DeFries, John C. Démonet, Jean-François Demontis, Ditte Feng, Yu Gordon, Scott D. Guger, Sharon L. Hayiou-Thomas, Marianna E. Hernández-Cabrera, Juan A. Hottenga, Jouke-Jan Hulme, Charles Kere, Juha Kerr, Elizabeth N. Koomar, Tanner Landerl, Karin Leonard, Gabriel T. Lovett, Maureen W. Lyytinen, Heikki Martin, Nicholas G. Martinelli, Angela Maurer, Urs Michaelson, Jacob J. Moll, Kristina Monaco, Anthony P. Morgan, Angela T. Nöthen, Markus M. Pausova, Zdenka Pennell, Craig E. Pennington, Bruce F. Price, Kaitlyn M. Rajagopal, Veera M. Ramus, Franck Richer, Louis Simpson, Nuala H. Smith, Shelley D. Snowling, Margaret J. Stein, John Strug, Lisa J. Talcott, Joel B. Tiemeier, Henning van der Schroeff, Marc P. Verhoef, Ellen Watkins, Kate E. Wilkinson, Margaret Wright, Margaret J. Barr, Cathy L. Boomsma, Dorret I. Carreiras, Manuel Franken, Marie-Christine J. Gruen, Jeffrey R. Luciano, Michelle Müller-Myhsok, Bertram Newbury, Dianne F. Olson, Richard K. Paracchini, Silvia Paus, Tomáš Plomin, Robert Reilly, Sheena Schulte-Körne, Gerd Tomblin, J. Bruce van Bergen, Elsje Whitehouse, Andrew J. O. Willcutt, Erik G. St Pourcain, Beate Francks, Clyde Fisher, Simon E. Proc Natl Acad Sci U S A Social Sciences 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. National Academy of Sciences 2022-08-23 2022-08-30 /pmc/articles/PMC9436320/ /pubmed/35998220 http://dx.doi.org/10.1073/pnas.2202764119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Social Sciences
Eising, Else
Mirza-Schreiber, Nazanin
de Zeeuw, Eveline L.
Wang, Carol A.
Truong, Dongnhu T.
Allegrini, Andrea G.
Shapland, Chin Yang
Zhu, Gu
Wigg, Karen G.
Gerritse, Margot L.
Molz, Barbara
Alagöz, Gökberk
Gialluisi, Alessandro
Abbondanza, Filippo
Rimfeld, Kaili
van Donkelaar, Marjolein
Liao, Zhijie
Jansen, Philip R.
Andlauer, Till F. M.
Bates, Timothy C.
Bernard, Manon
Blokland, Kirsten
Bonte, Milene
Børglum, Anders D.
Bourgeron, Thomas
Brandeis, Daniel
Ceroni, Fabiola
Csépe, Valéria
Dale, Philip S.
de Jong, Peter F.
DeFries, John C.
Démonet, Jean-François
Demontis, Ditte
Feng, Yu
Gordon, Scott D.
Guger, Sharon L.
Hayiou-Thomas, Marianna E.
Hernández-Cabrera, Juan A.
Hottenga, Jouke-Jan
Hulme, Charles
Kere, Juha
Kerr, Elizabeth N.
Koomar, Tanner
Landerl, Karin
Leonard, Gabriel T.
Lovett, Maureen W.
Lyytinen, Heikki
Martin, Nicholas G.
Martinelli, Angela
Maurer, Urs
Michaelson, Jacob J.
Moll, Kristina
Monaco, Anthony P.
Morgan, Angela T.
Nöthen, Markus M.
Pausova, Zdenka
Pennell, Craig E.
Pennington, Bruce F.
Price, Kaitlyn M.
Rajagopal, Veera M.
Ramus, Franck
Richer, Louis
Simpson, Nuala H.
Smith, Shelley D.
Snowling, Margaret J.
Stein, John
Strug, Lisa J.
Talcott, Joel B.
Tiemeier, Henning
van der Schroeff, Marc P.
Verhoef, Ellen
Watkins, Kate E.
Wilkinson, Margaret
Wright, Margaret J.
Barr, Cathy L.
Boomsma, Dorret I.
Carreiras, Manuel
Franken, Marie-Christine J.
Gruen, Jeffrey R.
Luciano, Michelle
Müller-Myhsok, Bertram
Newbury, Dianne F.
Olson, Richard K.
Paracchini, Silvia
Paus, Tomáš
Plomin, Robert
Reilly, Sheena
Schulte-Körne, Gerd
Tomblin, J. Bruce
van Bergen, Elsje
Whitehouse, Andrew J. O.
Willcutt, Erik G.
St Pourcain, Beate
Francks, Clyde
Fisher, Simon E.
Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
title Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
title_full Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
title_fullStr Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
title_full_unstemmed Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
title_short Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
title_sort genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
topic Social Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436320/
https://www.ncbi.nlm.nih.gov/pubmed/35998220
http://dx.doi.org/10.1073/pnas.2202764119
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AT willcutterikg genomewideanalysesofindividualdifferencesinquantitativelyassessedreadingandlanguagerelatedskillsinupto34000people
AT stpourcainbeate genomewideanalysesofindividualdifferencesinquantitativelyassessedreadingandlanguagerelatedskillsinupto34000people
AT francksclyde genomewideanalysesofindividualdifferencesinquantitativelyassessedreadingandlanguagerelatedskillsinupto34000people
AT fishersimone genomewideanalysesofindividualdifferencesinquantitativelyassessedreadingandlanguagerelatedskillsinupto34000people