Cell type-specific methylome-wide association studies of childhood ADHD symptoms.
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Meijer Mandy, Klein Marieke, Caramaschi Doretta, Clark Shaunna L, Cosin-Tomas Marta, Koen Nastassja, Lu Xueling, Mulder Rosa H, Röder Stefan W, Zhang Yining, Zilich Lea, Bustamente Mariona, Deuschle Michael, Felix Janine F, González Juan Ramos, Gražulevičiene Regina, Streit Fabian, Wright John, Carracedo Angel, Cecil Charlotte A M, Corpeleijn Eva, Hartman Catharina A, Herberth Gunda, Huels Anke, Relton Caroline, Snieder Harold, Stein Dan J, Sunyer Jordi, Witt Stephanie H, Zar Heather J, Zenclussen Ana C, Franke Barbara, Copeland William, Aberg Karolina A, van den Oord Edwin J C G
Аннотация
METHODS: We performed meta-analyses of methylome-wide association studies (MWAS) for ADHD symptoms (agerange=4-16 years) in peripheral blood collected during childhood and in cord blood. The investigated cohorts included seven array-based methylation datasets assaying up to 450K CpGs from the Pregnancy And Childhood Epigenetics Consortium (N=2 934 peripheral blood; N=2 546 cord blood) and a sequencing-based methylation dataset assaying nearly all 28 million CpGs in blood from the Great Smoky Mountain Study (GSMS; N=583).
RESULTS: The meta-analyses resulted in methylome-wide significant (FDR<0.05) ADHD associations in CD8T cells (RPL31P11 and KCNJ5) for peripheral blood, and, in cord blood, in monocytes (PDE6B), CD8T cells (KCNA3 and HAND2), and NK cells (KIFC1). Notably, several significant sites detected in peripheral blood (RPL31P11 and KCNJ5) were also detected in cord blood. Furthermore, extended MWAS of all sites available for GSMS detected 69 and 17 additional CpGs in monocytes and granulocytes, respectively. In this first cell type-specific MWAS for ADHD, we identified DNAm associations for ADHD symptoms; some associations were seen in both peripheral blood and cord blood, suggesting potential susceptibility markers for increased ADHD risk.
CONCLUSIONS: These findings show that cell type-specific analyses and sequencing-based approaches can increase insights into the epigenetic patterns associated with ADHD symptoms in childhood.