TY - JOUR
T1 - Hypothesis-driven genome-wide association studies provide novel insights into genetics of reading disabilities
AU - Price, Kaitlyn M.
AU - Wigg, Karen G.
AU - Quantitative Trait Working Group of the GenLang Consortium
AU - Eising, Else
AU - Feng, Yu
AU - Blokland, Kirsten
AU - Wilkinson, Margaret
AU - Kerr, Elizabeth N.
AU - Guger, Sharon L.
AU - Abbondanza, Filippo
AU - Allegrini, Andrea G.
AU - Andlauer, Till F.M.
AU - Bates, Timothy C.
AU - Bernard, Manon
AU - Bonte, Milene
AU - Boomsma, Dorret I.
AU - Bourgeron, Thomas
AU - Brandeis, Daniel
AU - Carreiras, Manuel
AU - Ceroni, Fabiola
AU - Csépe, Valéria
AU - Dale, Philip S.
AU - DeFries, John C.
AU - de Jong, Peter F.
AU - Démonet, Jean Francois
AU - de Zeeuw, Eveline L.
AU - Franken, Marie Christine J.
AU - Francks, Clyde
AU - Gerritse, Margot
AU - Gialluisi, Alessandro
AU - Gordon, Scott D.
AU - Gruen, Jeffrey R.
AU - Hayiou-Thomas, Marianna E.
AU - Hernández-Cabrera, Juan
AU - Hottenga, Jouke Jan
AU - Hulme, Charles
AU - Jansen, Philip R.
AU - Kere, Juha
AU - Koomar, Tanner
AU - Landerl, Karin
AU - Leonard, Gabriel T.
AU - Liao, Zhijie
AU - Luciano, Michelle
AU - Lyytinen, Heikki
AU - Martin, Nicholas G.
AU - Martinelli, Angela
AU - Maurer, Urs
AU - Michaelson, Jacob J.
AU - Mirza-Schreiber, Nazanin
AU - Tiemeier, Henning
AU - van der Schroeff, Marc P.
AU - Fisher, Simon E.
AU - Lovett, Maureen W.
AU - Strug, Lisa J.
AU - Barr, Cathy L.
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022/11/29
Y1 - 2022/11/29
N2 - Reading Disability (RD) is often characterized by difficulties in the phonology of the language. While the molecular mechanisms underlying it are largely undetermined, loci are being revealed by genome-wide association studies (GWAS). In a previous GWAS for word reading (Price, 2020), we observed that top single-nucleotide polymorphisms (SNPs) were located near to or in genes involved in neuronal migration/axon guidance (NM/AG) or loci implicated in autism spectrum disorder (ASD). A prominent theory of RD etiology posits that it involves disturbed neuronal migration, while potential links between RD-ASD have not been extensively investigated. To improve power to identify associated loci, we up-weighted variants involved in NM/AG or ASD, separately, and performed a new Hypothesis-Driven (HD)–GWAS. The approach was applied to a Toronto RD sample and a meta-analysis of the GenLang Consortium. For the Toronto sample (n = 624), no SNPs reached significance; however, by gene-set analysis, the joint contribution of ASD-related genes passed the threshold (p~1.45 × 10–2, threshold = 2.5 × 10–2). For the GenLang Cohort (n = 26,558), SNPs in DOCK7 and CDH4 showed significant association for the NM/AG hypothesis (sFDR q = 1.02 × 10–2). To make the GenLang dataset more similar to Toronto, we repeated the analysis restricting to samples selected for reading/language deficits (n = 4152). In this GenLang selected subset, we found significant association for a locus intergenic between BTG3-C21orf91 for both hypotheses (sFDR q < 9.00 × 10–4). This study contributes candidate loci to the genetics of word reading. Data also suggest that, although different variants may be involved, alleles implicated in ASD risk may be found in the same genes as those implicated in word reading. This finding is limited to the Toronto sample suggesting that ascertainment influences genetic associations.
AB - Reading Disability (RD) is often characterized by difficulties in the phonology of the language. While the molecular mechanisms underlying it are largely undetermined, loci are being revealed by genome-wide association studies (GWAS). In a previous GWAS for word reading (Price, 2020), we observed that top single-nucleotide polymorphisms (SNPs) were located near to or in genes involved in neuronal migration/axon guidance (NM/AG) or loci implicated in autism spectrum disorder (ASD). A prominent theory of RD etiology posits that it involves disturbed neuronal migration, while potential links between RD-ASD have not been extensively investigated. To improve power to identify associated loci, we up-weighted variants involved in NM/AG or ASD, separately, and performed a new Hypothesis-Driven (HD)–GWAS. The approach was applied to a Toronto RD sample and a meta-analysis of the GenLang Consortium. For the Toronto sample (n = 624), no SNPs reached significance; however, by gene-set analysis, the joint contribution of ASD-related genes passed the threshold (p~1.45 × 10–2, threshold = 2.5 × 10–2). For the GenLang Cohort (n = 26,558), SNPs in DOCK7 and CDH4 showed significant association for the NM/AG hypothesis (sFDR q = 1.02 × 10–2). To make the GenLang dataset more similar to Toronto, we repeated the analysis restricting to samples selected for reading/language deficits (n = 4152). In this GenLang selected subset, we found significant association for a locus intergenic between BTG3-C21orf91 for both hypotheses (sFDR q < 9.00 × 10–4). This study contributes candidate loci to the genetics of word reading. Data also suggest that, although different variants may be involved, alleles implicated in ASD risk may be found in the same genes as those implicated in word reading. This finding is limited to the Toronto sample suggesting that ascertainment influences genetic associations.
UR - http://www.scopus.com/inward/record.url?scp=85142921133&partnerID=8YFLogxK
U2 - 10.1038/s41398-022-02250-z
DO - 10.1038/s41398-022-02250-z
M3 - Article
C2 - 36446759
AN - SCOPUS:85142921133
SN - 2158-3188
VL - 12
JO - Translational Psychiatry
JF - Translational Psychiatry
IS - 1
M1 - 495
ER -