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Nora Fernandez-Jimenez, PhD, Assistant Professor in Medical Genetics, Immunogenetics Research Laboratory (IRLab), Department of Genetics, Physical Anthropology and Animal Physiology, María Goyri building - lab 2.06, Faculty of Medicine and Nursing - office AM7.2, Biocruces-Bizkaia Health Research Institute, University of the Basque Country - UPV/EHU, tel.: (+34) 94 601 7765 (lab) / 2909 (office). Email: nora.fernandez@whu.eus

N.F.J., J.R.B. and A.C.P conceived and designed the study. Data analyses were carried out by A.C.P., C. L., S.M., C.B. and N.F.J. I.G.S., D.G.M., A.H.L., B.P.G.G. and M.B. helped with the data analysis and provided valuable analytical advice. M.C.T., M.L., A.I., A.B., G.E., R.S.B., L.S.M., J.C., S.L., M.F.F., M.V., J.I., M.G., C.M., M.B. and J.R.B. actively participated in sample recruitment and/or data acquisition. A.C.P., N.F.J. and J.R.B. interpreted the results. N.F.J. and A.C.P. wrote the first draft of the manuscript. N.F.J directed the project. All authors (A.C.P., C.L., S.M., M.C.T., M.L., A.I., A.B., I.G.S., D. G.M., G.E., A.H.L., R.S.B., C.E.B., B.P.G.G., L.S.M., J.C., S. L., M.F.F., M.V., J.I., M.G., C.M., M.B., J.R.B. and N.F.J.) made substantial contributions to the acquisition, analysis, or interpretation of data, and read and critically revised the manuscript.

We would like to acknowledge all the INMA and RICHS participants and researchers, for their kind collaboration and support.

N.F.J. is funded by research grants 2019/111085 from the Basque Department of Health, and PI21/01491 from the Instituto de Salud Carlos III (ISCIII), co-funded by the European Union.

The authors have declared no competing interest.

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Research Funding:

INMA-Gipuzkoa is funded by grants from Instituto de Salud Carlos III (PI06/0867 and PI09/00090, incl. FEDER funds), Department of Health of the Basque Government (2005111093), Provincial Government of Gipuzkoa (DFG06/002), and annual agreements with the municipalities of the study area (Zumarraga, Urretxu, Legazpi, Azkoitia, Azpeitia and Beasain). INMA-Sabadell was funded by grants from Instituto de Salud Carlos III (Red INMA G03/176, PS09/00432, PI17/01225, PI17/01935 and CP18/00018), Fundació La Marató de TV3 (090430), and Generalitat de Catalunya-CIRIT (1999SGR 00241), the European Community’s Seventh Framework Programme (FP7/2007-206) under grant agreement no 308333 (HELIX project), and from the European Joint Programming Initiative “A Healthy Diet for a Healthy Life” (JPI HDHL and Instituto de Salud Carlos III) under the grant agreement no AC18/00006 (NutriPROGRAM project).

ISGlobal acknowledges support from the Spanish Ministry of Science and Innovation and the State Research Agency through the “Centro de Excelencia Severo Ochoa 2019-2023” Program (CEX2018-000806-S), and support from the Generalitat de Catalunya through the CERCA Program. INMA-Valencia is funded by Grants from UE (FP7-ENV-2011 cod 282957, HEALTH.2010.2.4.5-1, and H2020 No 874583, the ATHLETE project), the Ministry of Universities (CAS21/00008, Margarita Salas Grant MS21-133 and NextGeneration EU), Instituto de Salud Carlos III (FIS-FEDER: 13/1944, 16/1288, 17/00663 and 19/1338; FIS-FSE: 17/00260; Miguel Servet-FSE: MSII20/0006), CIBERESP, Generalitat Valenciana (BEST/2020/059, AICO/2020/285 and CIAICO/2021/132). The RICHS cohort is supported by the US National Institute of Environmental Health Sciences (U24 ES02507). M.C.T. is funded by a Beatriu de Pinós Postdoctoral Contract awarded by Generalitat de Catalunya-AGAUR and European Commission-Horizon 2020 (2019 BP 00107). I.G.S. is funded by the Basque Department of Health (SAN2020111043) and the Spanish Ministry of Equity (12-4-ID22) and the UPV/EHU Collaborative Projects (COLAB22/01).

A.H.L. is a predoctoral fellow supported by grant PRE-C-2020-0091 from the MCIN/AEI/10.13039/501100011033 and by ESF Investing in your future. B.P.G.G. is supported by the Mexican National Council for Science and Technology grant 2021-000007-01EXTF-00209. M.F.F. is funded by the EU Commission (QLK4-1999-01422, QLK4-2002-00603 and CONTAMED FP7-ENV-212502) and the Consejería de Salud de la Junta de Andalucía (Grant number 0675/10). J.R.B. is funded by Research Grant PID2019-106382RB-I00 funded by MCIN/AEI/10.13039/501100011033. N.F.J. is funded by research grants 2019/111085 from the Basque Department of Health, and PI21/01491 from the Instituto de Salud Carlos III (ISCIII), co-funded by the European Union.

Keywords:

  • schizophrenia
  • neuropsychiatric disorders

Potentially causal associations between placental DNA methylation and schizophrenia and other neuropsychiatric disorders.

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Journal Title:

medRxiv

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Type of Work:

Article | Preprint: Prior to Peer Review

Abstract:

Increasing evidence supports the role of placenta in neurodevelopment and potentially, in the later onset of neuropsychiatric disorders. Recently, methylation quantitative trait loci (mQTL) and interaction QTL (iQTL) maps have proven useful to understand SNP-genome wide association study (GWAS) relationships, otherwise missed by conventional expression QTLs. In this context, we propose that part of the genetic predisposition to complex neuropsychiatric disorders acts through placental DNA methylation (DNAm). We constructed the first public placental cis -mQTL database including nearly eight million mQTLs calculated in 368 fetal placenta DNA samples from the INMA project, ran cell type- and gestational age-imQTL models and combined those data with the summary statistics of the largest GWAS on 10 neuropsychiatric disorders using Summary-based Mendelian Randomization (SMR) and colocalization. Finally, we evaluated the influence of the DNAm sites identified on placental gene expression in the RICHS cohort. We found that placental cis -mQTLs are highly enriched in placenta-specific active chromatin regions, and useful to map the etiology of neuropsychiatric disorders at prenatal stages. Specifically, part of the genetic burden for schizophrenia, bipolar disorder and major depressive disorder confers risk through placental DNAm. The potential causality of several of the observed associations is reinforced by secondary association signals identified in conditional analyses, regional pleiotropic methylation signals associated to the same disorder, and cell type- imQTLs, additionally associated to the expression levels of relevant immune genes in placenta. In conclusion, the genetic risk of several neuropsychiatric disorders could operate, at least in part, through DNAm and associated gene expression in placenta.

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This is an Open Access work distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/).
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