TY - JOUR
T1 - DNA methylation and ischemic stroke risk
T2 - an epigenome-wide association study
AU - Cullell, Natalia
AU - Soriano-Tárraga, Carolina
AU - Gallego-Fábrega, Cristina
AU - Cárcel-Márquez, Jara
AU - Torres-Águila, Nuria P.
AU - Muiño, Elena
AU - Lledós, Miquel
AU - Llucià-Carol, Laia
AU - Esteller, Manel
AU - Castro de Moura, Manuel
AU - Montaner, Joan
AU - Fernández-Sanlés, Alba
AU - Elosua, Roberto
AU - Delgado, Pilar
AU - Martí-Fábregas, Joan
AU - Krupinski, Jerzy
AU - Roquer, Jaume
AU - Jiménez-Conde, Jordi
AU - Fernández-Cadenas, Israel
N1 - Funding: The EPIGENESIS project (Carlos III Institute—PI17/02089, Marató TV3 and Fundació MútuaTerrassa), the MAESTRO project—PI18/01338 (Carlos III Institute), the iBioStroke project (Eranet-Neuron, European research grants), the EPINEXO project—PI20/00678 (Carlos III Institute), the SEDMAN Study (Boehringer Ingelheim), the APHAS project (Pfizer/Bristol-Myers Squibb), and the European Regional Development Fund (ERDF)/Fondo Europeo de Desarrollo Regional (FEDER) and 2017SGR-1427 (AGAUR). I.F.-C is the recipient of a research contract from the Miguel Servet Program (CP12/03298) from the Carlos III Institute. J.C.-M. is supported by an AGAUR contract (Agència de Gestió d'Ajuts Universitaris i de Recerca; FI_DGR 2019, grant number 2019_FI_B 00853) co-financed by Fons Social Europeu (FSE). M.L. is supported by a PFIS contract (Contratos Predoctorales de Formación en Investigación en Salud): FI19/00309. C.G.-F is supported by a Sara Borrell contract (CD20/00043) from the Carlos III Institute and Fondo Europeo de Desarrollo Regional (ISCIII-FEDER). E.M. is supported by a Río Hortega contract (CM18/00198) from the Carlos III Institute.
PY - 2022/10/1
Y1 - 2022/10/1
N2 - Background Ischemic stroke (IS) risk heritability is partly explained by genetics. Other heritable factors, such as epigenetics, could explain an unknown proportion of the IS risk. The objective of this study is to evaluate DNA methylation association with IS using epigenome-wide association studies (EWAS). Methods We performed a two-stage EWAS comprising 1,156 subjects. Differentially methylated positions (DMPs) and differentially methylated regions (DMRs) were assessed using the Infinium 450K and EPIC BeadChip in the discovery cohort (252 IS and 43 controls). Significant DMPs were replicated in an independent cohort (618 IS and 243 controls). Stroke subtype associations were also evaluated. Differentially methylated cell-type (DMCT) was analyzed in the replicated CpG sites using EpiDISH. We additionally performed pathway enrichment analysis and causality analysis with Mendelian randomization for the replicated CpG sites. Results A total of 957 CpG sites were epigenome-wide-significant (p ≤ 10−7) in the discovery cohort, being CpG sites in the top signals (logFC = 0.058, p = 2.35 × 10−22; logFC = 0.035, p = 3.22 × 10−22, respectively). ZFHX3 and MAP3K1 were among the most significant DMRs. In addition, 697 CpG sites were replicated considering Bonferroni-corrected p-values (p < 5.22 × 10−5). All the replicated DMPs were associated with risk of cardioembolic, atherothrombotic, and undetermined stroke. The DMCT analysis demonstrated that the significant associations were driven by natural killer cells. The pathway enrichment analysis showed overrepresentation of genes belonging to certain pathways including oxidative stress. ZFHX3 and MAP3K1 methylation was causally associated with specific stroke-subtype risk. Conclusion Specific DNA methylation pattern is causally associated with IS risk. These results could be useful for specifically predicting stroke occurrence and could potentially be evaluated as therapeutic targets.
AB - Background Ischemic stroke (IS) risk heritability is partly explained by genetics. Other heritable factors, such as epigenetics, could explain an unknown proportion of the IS risk. The objective of this study is to evaluate DNA methylation association with IS using epigenome-wide association studies (EWAS). Methods We performed a two-stage EWAS comprising 1,156 subjects. Differentially methylated positions (DMPs) and differentially methylated regions (DMRs) were assessed using the Infinium 450K and EPIC BeadChip in the discovery cohort (252 IS and 43 controls). Significant DMPs were replicated in an independent cohort (618 IS and 243 controls). Stroke subtype associations were also evaluated. Differentially methylated cell-type (DMCT) was analyzed in the replicated CpG sites using EpiDISH. We additionally performed pathway enrichment analysis and causality analysis with Mendelian randomization for the replicated CpG sites. Results A total of 957 CpG sites were epigenome-wide-significant (p ≤ 10−7) in the discovery cohort, being CpG sites in the top signals (logFC = 0.058, p = 2.35 × 10−22; logFC = 0.035, p = 3.22 × 10−22, respectively). ZFHX3 and MAP3K1 were among the most significant DMRs. In addition, 697 CpG sites were replicated considering Bonferroni-corrected p-values (p < 5.22 × 10−5). All the replicated DMPs were associated with risk of cardioembolic, atherothrombotic, and undetermined stroke. The DMCT analysis demonstrated that the significant associations were driven by natural killer cells. The pathway enrichment analysis showed overrepresentation of genes belonging to certain pathways including oxidative stress. ZFHX3 and MAP3K1 methylation was causally associated with specific stroke-subtype risk. Conclusion Specific DNA methylation pattern is causally associated with IS risk. These results could be useful for specifically predicting stroke occurrence and could potentially be evaluated as therapeutic targets.
KW - Stroke
KW - DNA methylation
KW - Eigenetics
KW - Epigenome-wide association studies
KW - EWAS
U2 - 10.1055/s-0042-1749328
DO - 10.1055/s-0042-1749328
M3 - Article
SN - 0340-6245
VL - 122
SP - 1767
EP - 1778
JO - Thrombosis and Haemostasis
JF - Thrombosis and Haemostasis
IS - 10
ER -