Methylomic profiling of human brain tissue supports a neurodevelopmental origin for schizophrenia
Open accessAbstract
BACKGROUND: Schizophrenia is a severe neuropsychiatric disorder that is hypothesized to result from disturbances ine arly brain development. There is mounting evidence to support a role for developmentally regulated epigenetic variation in the molecular etiology of the disorder. Here, we describe a systematic study of schizophrenia-associated methylomic variation in the adult brain and its relationship to changes in DNA methylation across human fetal brain development. RESULTS: We profile methylomic variation in matched prefrontal cortex and cerebellum brain tissue from schizophrenia patients and controls, identifying disease-associated differential DNA methylation at multiple loci,particularly in the prefrontal cortex, and confirming these differences in an independent set of adult brain samples.Our data reveal discrete modules of co-methylated loci associated with schizophrenia that are enriched for genes involved in neurodevelopmental processes and include loci implicated by genetic studies of the disorder. Methylomic data from human fetal cortex samples, spanning 23 to 184 days post-conception, indicates that schizophrenia-associated differentially methylated positions are significantly enriched for loci at which DNA methylation is dynamically altered during human fetal brain development. CONCLUSIONS: Our data support the hypothesis that schizophrenia has an important early neurodevelopmental component, and suggest that epigenetic mechanisms may mediate these effects.
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EWAS studies have identified differential DNAm in HTR2A, HTR5A and HTR1E genes in those with psychosis.
“Further, EWAS studies have identified differential DNAm in HTR2A (Numata, Ye, Herman, & Lipska, 2014), HTR5A and HTR1E (Nishioka et al., 2013; Pidsley et al., 2014) genes in those with psychosis.”
From Can epigenetics shine a light on the biological pathways underlying major mental disorders? (2022) · cites this paper as Pidsley et al., 2014
In Results and discussion, under identification of differentially methylated positions in the prefrontal cortex (page unavailable), the paper reports significantly different DNA methylation at HTR5A in schizophrenia patients versus controls. The cited Pidsley paper does not report an HTR1E finding in the passages retrieved for that gene. HTR2A is separately attributed to Numata et al. in the citing sentence, so it is not assessed against Pidsley. (LLM, conf=0.88)
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Cites
WGCNA: an R package for weighted correlation network analysis
Langfelder, P., & Horvath, S. (2008) · BMC Bioinformatics · doi:10.1186/1471-2105-9-559 · Cited by 27,252 · see citing works
Smyth, G. K. (2004) · Statistical Applications in Genetics and Molecular Biology · doi:10.2202/1544-6115.1027 · Cited by 11,829 · see citing works
Biological insights from 108 schizophrenia-associated genetic loci
Schizophrenia Working Group of the Psychiatric Genomics Consortium (2014) · Nature · doi:10.1038/nature13595 · Cited by 7,577 · see citing works
A General Framework for Weighted Gene Co-Expression Network Analysis
Zhang, B., & Horvath, S. (2005) · Statistical Applications in Genetics and Molecular Biology · doi:10.2202/1544-6115.1128 · Cited by 5,684 · see citing works
Common polygenic variation contributes to risk of schizophrenia and bipolar disorder
The International Schizophrenia Consortium (2009) · Nature · doi:10.1038/nature08185 · Cited by 4,821 · see citing works
Identifying biological themes within lists of genes with EASE
Hosack, D. A., Dennis, G., Sherman, B. T., Lane, H. C., & Lempicki, R. A. (2003) · Genome biology · doi:10.1186/gb-2003-4-10-r70 · Cited by 1,950 · see citing works
Rare chromosomal deletions and duplications increase risk of schizophrenia
The International Schizophrenia Consortium (2008) · Nature · doi:10.1038/nature07239 · Cited by 1,475 · see citing works
A polygenic burden of rare disruptive mutations in schizophrenia
Purcell, S. M., Moran, J. L., Fromer, M., Ruderfer, D., Solovieff, N., Roussos, P., O’Dushlaine, C., Chambert, K., Bergen, S. E., Kähler, A., et al. (2014) · Nature · doi:10.1038/nature12975 · Cited by 1,385 · see citing works
DNA methylation profiling of human chromosomes 6, 20 and 22
Eckhardt, F., Lewin, J., Cortese, R., Rakyan, V. K., Attwood, J., Burger, M., Burton, J. H., Cox, T. V., Davies, R., Down, T. A., et al. (2006) · Nature Genetics · doi:10.1038/ng1909 · Cited by 1,350 · see citing works
Prenatal Infection and Schizophrenia: A Review of Epidemiologic and Translational Studies
Brown, A. S., & Derkits, E. J. (2010) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2009.09030361 · Cited by 1,269 · see citing works
A data-driven approach to preprocessing Illumina 450K methylation array data
Pidsley, R., Y Wong, C. C., Volta, M., Lunnon, K., Mill, J., & Schalkwyk, L. C. (2013) · BMC Genomics · doi:10.1186/1471-2164-14-293 · Cited by 1,143 · cited 3× · see citing works
“, San Diego, CA, USA), performing pre-processing, normalization and stringent quality control as previously described [16] (see Materials and methods; Table S3 in Additional file 1).”
MethodInfluentialObstetric Complications and Schizophrenia: Historical and Meta-Analytic Review
Cannon, M. D., Jones, P. B., & Murray, R. M. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.7.1080 · Cited by 1,138 · see citing works
Targeted and genome-scale strategies reveal gene-body methylation signatures in human cells
Ball, M. P., Li, J. B., Gao, Y., Lee, J., LeProust, E. M., Park, I., Xie, B., Daley, G. Q., & Church, G. M. (2009) · Nature Biotechnology · doi:10.1038/nbt.1533 · Cited by 1,087 · see citing works
Accounting for cellular heterogeneity is critical in epigenome-wide association studies
Jaffe, A. E., & Irizarry, R. A. (2014) · Genome Biology · doi:10.1186/gb-2014-15-2-r31 · Cited by 1,067 · see citing works
RCircos: an R package for Circos 2D track plots
Zhang, H., Meltzer, P. S., & Davis, S. R. (2013) · BMC Bioinformatics · doi:10.1186/1471-2105-14-244 · Cited by 995 · see citing works
Chen, Y.-A., Lemire, M., Choufani, S., Butcher, D., Grafodatskaya, D., Zanke, B., Gallinger, S., Hudson, T. J., & Weksberg, R. (2013) · Epigenetics · doi:10.4161/epi.23470 · Cited by 908 · see citing works
The Neurodevelopmental Hypothesis of Schizophrenia, Revisited
Fatemi, S. H., & Folsom, T. D. (2009) · Schizophrenia Bulletin · doi:10.1093/schbul/sbn187 · Cited by 860 · see citing works
Epigenomic Profiling Reveals DNA-Methylation Changes Associated with Major Psychosis
Mill, J., Tang, T., Kaminsky, Z., Khare, T., Yazdanpanah, S., Bouchard, L., Jia, P., Assadzadeh, A., Flanagan, J., Schumacher, A., et al. (2008) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2008.01.008 · Cited by 773 · see citing works
Schizophrenia After Prenatal Famine
Susser, E. (1996) · Archives of General Psychiatry · doi:10.1001/archpsyc.1996.01830010027005 · Cited by 741 · see citing works
Davies, M. N., Volta, M., Pidsley, R., Lunnon, K., Dixit, A., Lovestone, S., Coarfa, C., Harris, R. A., Milosavljevic, A., Troakes, C., et al. (2012) · Genome Biology · doi:10.1186/gb-2012-13-6-r43 · Cited by 630 · see citing works
Khashan, A. S., Abel, K. M., McNamee, R., Pedersen, M. G., Webb, R. T., Baker, P. N., Kenny, L. C., & Mortensen, P. B. (2008) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2007.20 · Cited by 576 · see citing works
Bebbington, P. (2001) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s001270170010 · Cited by 515 · see citing works
Direct Reprogramming of Adult Human Fibroblasts to Functional Neurons under Defined Conditions
Ambasudhan, R., Talantova, M. V., Coleman, R., Xu, Y., Zhu, S., Lipton, S. A., & Ding, S. (2011) · Cell stem cell · doi:10.1016/j.stem.2011.07.002 · Cited by 480 · see citing works
Dempster, E. L., Pidsley, R., Schalkwyk, L. C., Owens, S., Georgiades, A., Kane, F., Kalidindi, S., Picchioni, M., Kravariti, E., Toulopoulou, T., et al. (2011) · Human Molecular Genetics · doi:10.1093/hmg/ddr416 · Cited by 460 · see citing works
Guintivano, J., Aryee, M. J., & Kaminsky, Z. A. (2013) · Epigenetics · doi:10.4161/epi.23924 · Cited by 375 · see citing works
From promises to practical strategies in epigenetic epidemiology
Mill, J. S., & Heijmans, B. T. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3405 · Cited by 347 · see citing works
IMA: an R package for high-throughput analysis of Illumina's 450K Infinium methylation data
Wang, D., Yan, L., Hu, Q., Sucheston, L. E., Higgins, M. J., Ambrosone, C. B., Johnson, C. S., Smiraglia, D. J., & Liu, S. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts013 · Cited by 309 · see citing works
Schizophrenia After Prenatal Famine
van Os, J. (1997) · Archives of General Psychiatry · doi:10.1001/archpsyc.1997.01830180095015 · Cited by 264 · see citing works
Aberg, K. A., McClay, J. L., Nerella, S., Clark, S., Kumar, G., Chen, W., Khachane, A. N., Xie, L., Hudson, A., Gao, G., et al. (2014) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2013.3730 · Cited by 248 · see citing works
The emerging role of <i>SHANK</i> genes in neuropsychiatric disorders
Guilmatre, A., Huguet, G., Delorme, R., & Bourgeron, T. (2014) · Developmental Neurobiology · doi:10.1002/dneu.22128 · Cited by 237 · see citing works
Neurexin 1 (NRXN1) Deletions in Schizophrenia
Kirov, G., Rujescu, D., Ingason, A., Collier, D. A., O'Donovan, M. C., & Owen, M. J. (2009) · Schizophrenia Bulletin · doi:10.1093/schbul/sbp079 · Cited by 235 · see citing works
McGirr, A., Tousignant, M., Routhier, D., Pouliot, L., Chawky, N., Margolese, H. C., & Turecki, G. (2006) · Schizophrenia Research · doi:10.1016/j.schres.2006.02.025 · Cited by 110 · see citing works
CPG15 regulates synapse stability in the developing and adult brainPreprint
Fujino, T., Leslie, J. H., Eavri, R., Chen, J. L., Lin, W. C., Flanders, G. H., Borók, E., Horváth, T. L., & Nedivi, E. (2011) · Genes & Development · doi:10.1101/gad.176172.111 · Cited by 83 · see citing works
Hill, M., & Bray, N. J. (2012) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2012.11121845 · Cited by 83 · see citing works
Epigenetic Studies of Schizophrenia: Progress, Predicaments, and Promises for the Future
Dempster, E. L., Viana, J. F., Pidsley, R., & Mill, J. S. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbs139 · Cited by 78 · see citing works
Spadaro, P. A., & Bredy, T. W. (2012) · Frontiers in Genetics · doi:10.3389/fgene.2012.00132 · Cited by 71 · see citing works
Why schizophrenia genetics needs epigenetics: a review.
Thibaut, F. (2012) · PubMed · Cited by 66 · see citing works
Epigenomic and transcriptomic signatures of a Klinefelter syndrome (47,XXY) karyotype in the brain
Viana, J. F., Pidsley, R., Troakes, C., Spiers, H., Wong, C. C. Y., Al‐Sarraj, S., Craig, I., Schalkwyk, L. C., & Mill, J. S. (2014) · Epigenetics · doi:10.4161/epi.27806 · Cited by 50 · see citing works
Impact of Neuritin 1 ( NRN1 ) polymorphisms on fluid intelligence in schizophrenia
Chandler, D., Dragović, M., Cooper, M. N., Badcock, J. C., Mullin, B. H., Faulkner, D., Wilson, S. G., Hallmayer, J. F., Howell, S., Rock, D. J., et al. (2009) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30996 · Cited by 32 · see citing works
Flagged first, then by citations
1 of the 40 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Pidsley, R., Zotenko, E., Peters, T. J., Lawrence, M. G., Risbridger, G. P., Molloy, P., Van Djik, S., Muhlhausler, B., Stirzaker, C., & Clark, S. J. (2016) · Genome biology · doi:10.1186/s13059-016-1066-1 · Cited by 1,480 · see citing works
An epigenetic clock analysis of race/ethnicity, sex, and coronary heart disease
Horvath, S., Gurven, M., Levine, M. E., Trumble, B. C., Kaplan, H. S., Allayee, H., Ritz, B. R., Chen, B. H., Lu, A. T.-H., Rickabaugh, T. M., et al. (2016) · Genome biology · doi:10.1186/s13059-016-1030-0 · Cited by 729 · see citing works
Mapping DNA methylation across development, genotype and schizophrenia in the human frontal cortex
Jaffe, A. E., Gao, Y., Deep-Soboslay, A., Tao, R., Hyde, T. M., Weinberger, D. R., & Kleinman, J. E. (2016) · Nature Neuroscience · doi:10.1038/nn.4181 · Cited by 511 · see citing works
Hannon, E., Lunnon, K., Schalkwyk, L., & Mill, J. (2015) · Epigenetics · doi:10.1080/15592294.2015.1100786 · Cited by 455 · see citing works
Self-citationHannon, E., Dempster, E., Viana, J., Burrage, J., Smith, A. R., Macdonald, R., St Clair, D., Mustard, C., Breen, G., Therman, S., et al. (2016) · Genome Biology · doi:10.1186/s13059-016-1041-x · Cited by 349 · see citing works
Self-citationMethylation QTLs in the developing brain and their enrichment in schizophrenia risk loci
Hannon, E. J., Spiers, H., Viana, J. F., Pidsley, R., Burrage, J., Murphy, T. M., Troakes, C., Turecki, G., O’Donovan, M. C., Schalkwyk, L. C., et al. (2015) · Nature Neuroscience · doi:10.1038/nn.4182 · Cited by 336 · see citing works
Guidance for DNA methylation studies: statistical insights from the Illumina EPIC array
Mansell, G., Gorrie-Stone, T. J., Bao, Y., Kumari, M., Schalkwyk, L. S., Mill, J., & Hannon, E. (2019) · BMC Genomics · doi:10.1186/s12864-019-5761-7 · Cited by 340 · see citing works
Methylomic trajectories across human fetal brain development
Spiers, H., Hannon, E., Schalkwyk, L. C., Smith, R., Wong, C. C. Y., O’Donovan, M. C., Bray, N. J., & Mill, J. (2015) · Genome Research · doi:10.1101/gr.180273.114 · Cited by 287 · see citing works
BECon: a tool for interpreting DNA methylation findings from blood in the context of brain
Edgar, R. D., Jones, M. J., Meaney, M. J., Turecki, G., & Kobor, M. S. (2017) · Translational Psychiatry · doi:10.1038/tp.2017.171 · Cited by 261 · see citing works
Non-CG Methylation in the Human Genome
He, Y., & Ecker, J. R. (2015) · Annual Review of Genomics and Human Genetics · doi:10.1146/annurev-genom-090413-025437 · Cited by 263 · see citing works
The fetal origins of mental illness
al-Haddad, B. J. S., Oler, E., Armistead, B., Elsayed, N. A., Weinberger, D. R., Bernier, R., Burd, I. D., Kapur, R. P., Jacobsson, B., Wang, C., et al. (2019) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2019.06.013 · Cited by 265 · see citing works
Microbiome, inflammation, epigenetic alterations, and mental diseases
Alam, R., Abdolmaleky, H. M., & Zhou, J. (2017) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32567 · Cited by 240 · see citing works
Schormair, B., Zhao, C., Bell, S., Tilch, E., Salminen, A. V., Pütz, B., Dauvilliers, Y. A., Stefani, A., Högl, B., Poewe, W. H., et al. (2017) · The Lancet Neurology · doi:10.1016/s1474-4422(17)30327-7 · Cited by 239 · see citing works
The Epigenetic Link between Prenatal Adverse Environments and Neurodevelopmental Disorders
Kundaković, M., & Jarić, I. (2017) · Genes · doi:10.3390/genes8030104 · Cited by 228 · see citing works
The cerebellum ages slowly according to the epigenetic clock
Horvath, S., Mah, V., Lu, A. T., Woo, J. S., Choi, O.-W., Jasinska, A. J., Riancho, J. A., Tung, S., Coles, N. S., Braun, J., et al. (2015) · Aging · doi:10.18632/aging.100742 · Cited by 191 · see citing works
Recalibrating the epigenetic clock: implications for assessing biological age in the human cortex
Shireby, G. L., Davies, J. P., Francis, P. T., Burrage, J., Walker, E., Neilson, G., Dahir, A., Thomas, A. J., Love, S., Smith, R. G., et al. (2020) · Brain · doi:10.1093/brain/awaa334 · Cited by 193 · see citing works
Watson, C. T., Roussos, P., Garg, P., Ho, D. J., Azam, N., Katsel, P. L., Haroutunian, V., & Sharp, A. J. (2016) · Genome Medicine · doi:10.1186/s13073-015-0258-8 · Cited by 201 · see citing works
Watson, C. T., Szutorisz, H., Garg, P., Martin, Q., Landry, J. A., Sharp, A. J., & Hurd, Y. L. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.155 · Cited by 182 · see citing works
Richetto, J., & Meyer, U. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2020.03.008 · Cited by 183 · see citing works
Association of DNA methylation differences with schizophrenia in an Epigenome-Wide association study
Montano, C., Taub, M. A., Jaffe, A., Briem, E., Feinberg, J. I., Trygvadottir, R., Idrizi, A., Runarsson, A., Berndsen, B., Gur, R. C., et al. (2016) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2016.0144 · Cited by 180 · see citing works
Smigielski, L., Jagannath, V., Rössler, W., Walitza, S., & Grünblatt, E. (2020) · Molecular Psychiatry · doi:10.1038/s41380-019-0601-3 · Cited by 168 · see citing works
Tobi, E. W., Slieker, R. C., Stein, A. D., Suchiman, H. E. D., Slagboom, P. E., van Zwet, E. W., Heijmans, B. T., & Lumey, L. H. (2015) · International Journal of Epidemiology · doi:10.1093/ije/dyv043 · Cited by 168 · see citing works
Epigenetic profiling of ADHD symptoms trajectories: a prospective, methylome-wide study
Walton, E., Pingault, J., Cecil, C. A. M., Gaunt, T. R., Relton, C. L., Mill, J. S., & Barker, E. D. (2016) · Molecular Psychiatry · doi:10.1038/mp.2016.85 · Cited by 164 · see citing works
Hannon, E., Dempster, E. L., Mansell, G., Burrage, J., Bass, N., Bohlken, M. M., Corvin, A., Curtis, C. J., Dempster, D., Di Forti, M., et al. (2021) · eLife · doi:10.7554/elife.58430 · Cited by 132 · see citing works
“…recent studies have identified schizophrenia-associated DNA methylation differences in analyses of post-mortem brain tissue ( Jaffe et al., 2016 ; Pidsley et al., 2014 ; Viana et al., 2017 ; Wockner et al., 2014 ), and also detected disease-associated variation in peripheral blood samples from…”
Systematic underestimation of the epigenetic clock and age acceleration in older subjects
Khoury, L. Y. E., Gorrie-Stone, T. J., Smart, M., Hughes, A., Bao, Y., Andrayas, A., Burrage, J., Hannon, E. J., Meena Kumari, B., Mill, J. S., et al. (2019) · Genome biology · doi:10.1186/s13059-019-1810-4 · Cited by 133 · see citing works
DNA Methylation and Susceptibility to Autism Spectrum Disorder
Tremblay, M. W., & Jiang, Y. (2019) · Annual Review of Medicine · doi:10.1146/annurev-med-120417-091431 · Cited by 139 · see citing works
Epigenetic Research in Neuropsychiatric Disorders: the “Tissue Issue”
Bakulski, K. M., Halladay, A., Hu, V. W., Mill, J., & Fallin, M. D. (2016) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-016-0083-4 · Cited by 127 · see citing works
McDermott, E., Ryan, E. J., Tosetto, M., Gibson, D. J., Burrage, J., Keegan, D., Byrne, K., Crowe, E., Sexton, G., Malone, K. M., et al. (2015) · Journal of Crohn s and Colitis · doi:10.1093/ecco-jcc/jjv176 · Cited by 125 · see citing works
Genetic architecture of epigenetic and neuronal ageing rates in human brain regions
Lu, A. T.-H., Hannon, E. J., Levine, M. E., Crimmins, E. M., Lunnon, K., Mill, J. S., Geschwind, D. H., & Horvath, S. (2017) · Nature Communications · doi:10.1038/ncomms15353 · Cited by 119 · see citing works
Cattane, N., Richetto, J., & Cattaneo, A. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.07.001 · Cited by 118 · see citing works
Viana, J., Hannon, E., Dempster, E., Pidsley, R., Macdonald, R., Knox, O., Spiers, H., Troakes, C., Al-Saraj, S., Turecki, G., et al. (2016) · Human Molecular Genetics · doi:10.1093/hmg/ddw373 · Cited by 105 · see citing works
Methylomic analysis of salivary DNA in childhood ADHD identifies altered DNA methylation in VIPR2
Wilmot, B., Fry, R., Smeester, L., Musser, E., Mill, J., & Nigg, J. (2015) · Journal of Child Psychology and Psychiatry and Allied Disciplines · doi:10.1111/jcpp.12457 · Cited by 111 · see citing works
Chatterton, Z., Hartley, B. J., Seok, M.-H., Mendelev, N., Chen, S., Milekic, M. H., Rosoklija, G. B., Stankov, A., Trencevsja-Ivanovska, I., Brennand, K., et al. (2017) · Epigenetics & Chromatin · doi:10.1186/s13072-017-0111-y · Cited by 96 · see citing works
DNA Methylation Landscapes of Human Fetal Development
Slieker, R. C., Roost, M. S., van Iperen, L., Suchiman, H. E. D., Tobi, E. W., Carlotti, F., de Koning, E. J. P., Slagboom, P. E., Heijmans, B. T., & Lopes, S. M. C. D. S. (2015) · PLoS Genetics · doi:10.1371/journal.pgen.1005583 · Cited by 96 · see citing works
Murphy, T. M., Crawford, B., Dempster, E. L., Hannon, E. J., Burrage, J., Turecki, G., Kaminsky, Z. A., & Mill, J. S. (2017) · Translational Psychiatry · doi:10.1038/tp.2016.249 · Cited by 93 · see citing works
Variation in 5-hydroxymethylcytosine across human cortex and cerebellum
Lunnon, K., Hannon, E. J., Smith, R. G., Dempster, E. L., Wong, C. C. Y., Burrage, J., Troakes, C., Al‐Sarraj, S., Kepa, A., Schalkwyk, L. C., et al. (2016) · Genome biology · doi:10.1186/s13059-016-0871-x · Cited by 85 · see citing works
DNA Methylation and Psychiatric Disorders
Liu, C., Jiao, C., Wang, K., & Yuan, N. (2018) · Progress in molecular biology and translational science · doi:10.1016/bs.pmbts.2018.01.006 · Cited by 85 · see citing works
The role of epigenomics in personalized medicine
Kronfol, M. M., Dozmorov, M. G., Huang, R., Slattum, P. W., & McClay, J. L. (2017) · Expert Review of Precision Medicine and Drug Development · doi:10.1080/23808993.2017.1284557 · Cited by 85 · see citing works
Fetal programming of schizophrenia: Select mechanisms
Debnath, M., Venkatasubramanian, G., & Berk, M. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2014.12.003 · Cited by 84 · see citing works
Dong, E., Tueting, P. A., Matrisciano, F., Grayson, D. R., & Guidotti, A. (2016) · Translational Psychiatry · doi:10.1038/tp.2015.191 · Cited by 80 · see citing works
Genetic variants near MLST8 and DHX57 affect the epigenetic age of the cerebellum
Lu, A. T.-H., Hannon, E. J., Levine, M. E., Hao, K., Crimmins, E. M., Lunnon, K., Kozlenkov, A., Mill, J. S., Dracheva, S. M., & Horvath, S. (2016) · Nature Communications · doi:10.1038/ncomms10561 · Cited by 71 · see citing works
Chen, J., Zang, Z., Braun, U., Schwarz, K., Harneit, A., Kremer, T., Ma, R., Schweiger, J., Moessnang, C., Geiger, L., et al. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2019.4792 · Cited by 69 · see citing works
Garg, P., Joshi, R. S., Watson, C. T., & Sharp, A. J. (2018) · PLoS Genetics · doi:10.1371/journal.pgen.1007707 · Cited by 67 · see citing works
van de Leemput, J., Hess, J., Glatt, S. J., & Tsuang, M. T. (2016) · Advances in genetics · doi:10.1016/bs.adgen.2016.08.001 · Cited by 68 · see citing works
DNA methylation and inflammation marker profiles associated with a history of depression
Crawford, B., Craig, Z., Mansell, G., White, I., Smith, A. R., Spaull, S. R., Imm, J. L., Hannon, E. J., Wood, A. R., Yaghootkar, H., et al. (2018) · Human Molecular Genetics · doi:10.1093/hmg/ddy199 · Cited by 67 · see citing works
Genome-wide DNA methylation meta-analysis in the brains of suicide completers
Policicchio, S., Washer, S., Viana, J., Iatrou, A., Burrage, J., Hannon, E., Turecki, G., Kaminsky, Z., Mill, J., Dempster, E. L., et al. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-0752-7 · Cited by 61 · see citing works
Brain-specific epigenetic markers of schizophrenia
Wockner, L. F., Morris, C. P., Noble, E. P., Lawford, B. R., Whitehall, V., Young, R. M., & Voisey, J. (2015) · Translational Psychiatry · doi:10.1038/tp.2015.177 · Cited by 58 · see citing works
DNA Methylation in Schizophrenia
Pries, L.-K., Gülöksüz, S., & Kenis, G. (2017) · Advances in experimental medicine and biology · doi:10.1007/978-3-319-53889-1_12 · Cited by 61 · see citing works
Epigenomics of Major Depressive Disorders and Schizophrenia: Early Life Decides
Hoffmann, A., Sportelli, V., Ziller, M. J., & Spengler, D. (2017) · International Journal of Molecular Sciences · doi:10.3390/ijms18081711 · Cited by 61 · see citing works
Identification of Key lncRNAs Associated With Atherosclerosis Progression Based on Public Datasets
Wang, C., Shi, H., Chen, L.-H., Li, X.-L., Cao, G.-L., & Hu, X.-F. (2019) · Frontiers in Genetics · doi:10.3389/fgene.2019.00123 · Cited by 58 · see citing works
Characterization of cross-tissue genetic-epigenetic effects and their patterns in schizophrenia
Lin, D., Chen, J., Perrone‐Bizzozero, N. I., Bustillo, J., Du, Y., Calhoun, V. D., & Liu, J. (2018) · Genome Medicine · doi:10.1186/s13073-018-0519-4 · Cited by 58 · see citing works
Stępniak, K., Machnicka, M. A., Mieczkowski, J., Macioszek, A., Wojtaś, B., Gielniewski, B., Poleszak, K., Perycz, M., Król, S. K., Guzik, R., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-23922-2 · Cited by 54 · see citing works
Can epigenetics shine a light on the biological pathways underlying major mental disorders?
Alameda, L., Trotta, G., Quigley, H., Rodriguez, V., Gadelrab, R., Dwir, D., Dempster, E., Wong, C. C. Y., & Forti, M. D. (2022) · Psychological Medicine · doi:10.1017/s0033291721005559 · Cited by 60 · see citing works
“Further, EWAS studies have identified differential DNAm in HTR2A (Numata, Ye, Herman, & Lipska, 2014), HTR5A and HTR1E (Nishioka et al., 2013; Pidsley et al., 2014) genes in those with psychosis.”
BackgroundWang, Y., Grant, O. A., Zhai, X., McDonald-Maier, K. D., & Schalkwyk, L. C. (2023) · GeroScience · doi:10.1007/s11357-023-00871-w · Cited by 52 · see citing works
Li, S., Papale, L. A., Zhang, Q., Madrid, A., Chen, L., Chopra, P., Keleş, S., Jin, P., & Alisch, R. S. (2015) · Neurobiology of Disease · doi:10.1016/j.nbd.2015.11.010 · Cited by 47 · see citing works
Methylomic analysis of monozygotic twins discordant for childhood psychotic symptoms
Fisher, H. L., Murphy, T. M., Arseneault, L., Caspi, A., Moffitt, T. E., Viana, J. F., Hannon, E. J., Pidsley, R., Burrage, J., Dempster, E. L., et al. (2015) · Epigenetics · doi:10.1080/15592294.2015.1099797 · Cited by 46 · see citing works
Boks, M. P., Houtepen, L. C., Xu, Z., He, Y., Ursini, G., Maihofer, A. X., Rajarajan, P., Yu, Q., Xu, H., Wu, Y., et al. (2018) · Schizophrenia · doi:10.1038/s41537-018-0058-4 · Cited by 44 · see citing works
DNA methylation signature as a biomarker of major neuropsychiatric disorders
Shirvani-Farsani, Z., Maloum, Z., Bagheri‐Hosseinabadi, Z., Vilor‐Tejedor, N., & Sadeghi, I. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.06.013 · Cited by 47 · see citing works
Regional differences in mitochondrial DNA methylation in human post-mortem brain tissue
Devall, M. A. M., Smith, R. G., Jeffries, A. R., Hannon, E. J., Davies, M. N., Schalkwyk, L. C., Mill, J. S., Weedon, M. N., & Lunnon, K. (2017) · Clinical Epigenetics · doi:10.1186/s13148-017-0337-3 · Cited by 44 · see citing works
Molecular windows into the human brain for psychiatric disorders
Egervári, G., Kozlenkov, A., Dracheva, S. M., & Hurd, Y. L. (2018) · Molecular Psychiatry · doi:10.1038/s41380-018-0125-2 · Cited by 40 · see citing works
Assessment of copy number variations in the brain genome of schizophrenia patients
Sakai, M., Watanabe, Y., Someya, T., Araki, K., Shibuya, M., Niizato, K., Oshima, K., Kunii, Y., Yabe, H., Matsumoto, J., et al. (2015) · Molecular Cytogenetics · doi:10.1186/s13039-015-0144-5 · Cited by 42 · see citing works
Cariaga-Martínez, A. E., Sáiz-Ruiz, J., & Alelú‐Paz, R. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00202 · Cited by 42 · see citing works
Early-life stress links 5-hydroxymethylcytosine to anxiety-related behaviors
Papale, L. A., Madrid, A., Li, S., & Alisch, R. S. (2017) · Epigenetics · doi:10.1080/15592294.2017.1285986 · Cited by 41 · see citing works
Jagannath, V., Marinova, Z., Monoranu, C., Walitza, S., & Grünblatt, E. (2017) · Frontiers in Neuroanatomy · doi:10.3389/fnana.2017.00031 · Cited by 37 · see citing works
Gomez, L., Odom, G., Young, J. I., Martin, E. R., Liu, L., Chen, X., Griswold, A. J., Gao, Z., Zhang, L., & Wang, L. (2019) · Nucleic Acids Research · doi:10.1093/nar/gkz590 · Cited by 37 · see citing works
Dynorphin and κ-Opioid Receptor Dysregulation in the Dopaminergic Reward System of Human Alcoholics
Bazov, I., Sarkisyan, D., Kononenko, O., Watanabe, H., Yakovleva, T., Hansson, A. C., Sommer, W. H., Spanagel, R., & Bakalkin, G. Y. (2018) · Molecular Neurobiology · doi:10.1007/s12035-017-0844-4 · Cited by 34 · see citing works
Epigenome-wide association study of suicide attempt in schizophrenia
Bani-Fatemi, A., Jeremian, R., Wang, K. Z., Silveira, J., Zai, C., Kolla, N. J., Graff, A., Gerretsen, P., Strauss, J., & De Luca, V. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.07.011 · Cited by 33 · see citing works
Rizzardi, L. F., Hickey, P. F., Idrizi, A., Tryggvadóttir, R., Callahan, C. M., Stephens, K., Taverna, S. D., Zhang, H., Ramazanoglu, S., Hansen, K. D., et al. (2021) · Genome biology · doi:10.1186/s13059-021-02335-w · Cited by 31 · see citing works
Epigenetic Basis of Psychiatric Disorders: A Narrative Review
Panariello, F., Fanelli, G., Fabbri, C., Atti, A. R., Ronchi, D. D., & Serretti, A. (2021) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/1871527320666210825101915 · Cited by 30 · see citing works
Tenenbaum, J. D., Bhuvaneshwar, K., Gagliardi, J. P., Hollis, K. F., Jia, P., Ma, L., Nagarajan, R., Rakesh, G., Subbian, V., Visweswaran, S., et al. (2017) · Briefings in Bioinformatics · doi:10.1093/bib/bbx157 · Cited by 30 · see citing works
Schneider, E., Dittrich, M. T., Böck, J., Nanda, I., Müller, T., Seidmann, L., Tralau, T., Galetzka, D., Hajj, N. E., & Haaf, T. (2016) · Gene · doi:10.1016/j.gene.2016.07.058 · Cited by 29 · see citing works
Starnawska, A., Hansen, C. S., Sparsø, T., Mazin, W., Olsen, L., Bertalan, M., Buil, A., Bybjerg‐Grauholm, J., Bækvad‐Hansen, M., HOUGAARD, D. M., et al. (2017) · Translational Psychiatry · doi:10.1038/tp.2017.181 · Cited by 28 · see citing works
Epigenetic Modifications, Alcoholic Brain and Potential Drug Targets
Jangra, A., Sriram, C. S., Pandey, S. N., Choubey, P., Rajput, P., Saroha, B., Bezbaruah, B. K., & Lahkar, M. (2016) · Annals of Neurosciences · doi:10.1159/000449486 · Cited by 27 · see citing works
Neuroepigenetics of Schizophrenia
Punzi, G., Bharadwaj, R. A., & Ursini, G. (2018) · Progress in molecular biology and translational science · doi:10.1016/bs.pmbts.2018.04.010 · Cited by 26 · see citing works
Machine learning for deciphering cell heterogeneity and gene regulation
Scherer, M., Schmidt, F., Lazareva, O., Walter, J., Baumbach, J., Schulz, M. H., & List, M. (2021) · Nature Computational Science · doi:10.1038/s43588-021-00038-7 · Cited by 26 · see citing works
Sex-specific hippocampal 5-hydroxymethylcytosine is disrupted in response to acute stress
Papale, L. A., Li, S., Madrid, A., Zhang, Q., Chen, L., Chopra, P., Jin, P., Keleş, S., & Alisch, R. S. (2016) · Neurobiology of Disease · doi:10.1016/j.nbd.2016.08.014 · Cited by 26 · see citing works
Understanding the genetic liability to schizophrenia through the neuroepigenome
Fullard, J. F., Halene, T. B., Giambartolomei, C., Haroutunian, V. H., Akbarian, S., & Roussos, P. (2016) · Schizophrenia Research · doi:10.1016/j.schres.2016.01.039 · Cited by 25 · see citing works
Zhu, K., Yang, T.-H. O., Dorie, V., Zheng, T., & Anastassiou, D. (2019) · Translational Psychiatry · doi:10.1038/s41398-018-0358-5 · Cited by 24 · see citing works
Alameda, L., Liu, Z., Sham, P. C., Aas, M., Trotta, G., Rodríguez, V., Forti, M. D., Stilo, S. A., Kandaswamy, R., Arango, C., et al. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02044-9 · Cited by 23 · see citing works
Zhang, Z., Wiencke, J. K., Kelsey, K. T., Koestler, D. C., Molinaro, A. M., Pike, S. C., Karra, P., Christensen, B. C., & Salas, L. A. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1198243 · Cited by 22 · see citing works
Sex effects on DNA methylation affect discovery in epigenome-wide association study of schizophrenia
Tesfaye, M., Spíndola, L., Stavrum, A.-K., Shadrin, A. A., Melle, I. S., Andreassen, O. A., & Hellard, S. L. (2024) · Molecular Psychiatry · doi:10.1038/s41380-024-02513-9 · Cited by 22 · see citing works
Longitudinal investigation of DNA methylation changes preceding adolescent psychotic experiences
Roberts, S., Suderman, M. J., Zammit, S., Watkins, S., Hannon, E. J., Mill, J. S., Relton, C. L., Arseneault, L., Wong, C. C. Y., & Fisher, H. L. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0407-8 · Cited by 21 · see citing works
Hannon, E. J., Dempster, E. L., Davies, J. P., Chioza, B. A., Blake, G. E. T., Burrage, J., Policicchio, S. S. S., Franklin, A., Walker, E., Bamford, R. A., et al. (2024) · BMC Biology · doi:10.1186/s12915-024-01827-y · Cited by 21 · see citing works
Hatcher, C., Relton, C. L., Gaunt, T. R., & Richardson, T. G. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0437-2 · Cited by 19 · see citing works
Crucial timing in schizophrenia: role of DNA methylation in early neurodevelopment
Ryan, J. L., & Saffery, R. (2014) · Genome biology · doi:10.1186/s13059-014-0495-y · Cited by 19 · see citing works
Schizophrenia is associated with altered DNA methylation variance
Kiltschewskij, D. J., Reay, W. R., & Cairns, M. J. (2024) · Molecular Psychiatry · doi:10.1038/s41380-024-02749-5 · Cited by 18 · see citing works
The Douglas-Bell Canada Brain Bank Post-mortem Brain Imaging Protocol
Dadar, M., Sanches, L. G., Fouquet, J. P., Moqadam, R., Alasmar, Z., Leppert, I. R., Mirault, D., Maranzano, J., Mechawar, N., Chakravarty, M. M., et al. (2024) · Aperture Neuro · doi:10.52294/001c.123347 · Cited by 18 · see citing works
The impact of HLA-G 3′ UTR variants and sHLA-G on risk and clinical correlates of schizophrenia
Rajasekaran, A., Shivakumar, V., Kalmady, S. V., Narayanaswamy, J. C., Subbanna, M., Venugopal, D., Amaresha, A. C., Venkatasubramanian, G., Berk, M., & Debnath, M. (2016) · Human Immunology · doi:10.1016/j.humimm.2016.08.013 · Cited by 17 · see citing works
Advances in the genetics of schizophrenia: toward a network and pathway view for drug discovery
Collier, D. A., Eastwood, B. J., Malki, K., & Mokrab, Y. (2016) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13066 · Cited by 16 · see citing works
Fetal origin of sex‐bias brain aging
Islam, M., Strawn, M., & Behura, S. K. (2022) · The FASEB Journal · doi:10.1096/fj.202200255rr · Cited by 16 · see citing works
Improved prediction of chronological age from DNA methylation limits it as a biomarker of ageingPreprint
Zhang, Q., Vallerga, C. L., Walker, R. M., Lin, T., Henders, A. K., Montgomery, G. W., He, J., Fan, D., Fowdar, J., Kennedy, M. A., et al. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/327890 · Cited by 16 · see citing works
Rethinking the Epigenetic Framework to Unravel the Molecular Pathology of Schizophrenia
Cariaga-Martínez, A. E., & Alelú‐Paz, R. (2017) · International Journal of Molecular Sciences · doi:10.3390/ijms18040790 · Cited by 15 · see citing works
Moghadam, B. T., Etemadikhah, M., Rajkowska, G., Stockmeier, C. A., Grabherr, M. G., Komorowski, J., Feuk, L., & Carlström, E. L. (2019) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2019.04.001 · Cited by 15 · see citing works
Schang, A., Sabéran‐Djoneidi, D., & Mezger, V. (2017) · Clinical Genetics · doi:10.1111/cge.13097 · Cited by 15 · see citing works
Zhou, J., Xia, Y., Li, M., Chen, Y., Dai, R., Liu, C., & Chen, C. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02243-4 · Cited by 13 · see citing works
The impact of IL10 polymorphisms and sHLA-G levels on the risk of schizophrenia
Rajasekaran, A., Shivakumar, V., Kalmady, S. V., Narayanaswamy, J. C., Subbanna, M., Venugopal, D., Amaresha, A. C., Venkatasubramanian, G., & Debnath, M. (2016) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2016.06.018 · Cited by 13 · see citing works
Bak, S. T., Staunstrup, N. H., Starnawska, A., Daugaard, T. F., Nyengaard, J. R., Nyegaard, M., Børglum, A. D., Mors, O. N., Dorph‐Petersen, K., & Nielsen, A. L. (2016) · Molecular Neurobiology · doi:10.1007/s12035-016-0345-x · Cited by 12 · see citing works
Genomic instability in the brain: chromosomal mosaicism in schizophrenia
Yurov, Y. B., Vorsanova, S. G., Ia, D., Сергеевич, К. В., Vm, V., Soloviev, I. V., Uranova, N. A., & Iourov, I. Y. (2016) · S S Korsakov Journal of Neurology and Psychiatry · doi:10.17116/jnevro201611611186-91 · Cited by 12 · see citing works
Xia, L., Xia, K., Weinberger, D. R., & Zhang, F. (2019) · Global Clinical and Translational Research · doi:10.36316/gcatr.01.0003 · Cited by 12 · see citing works
Dean, D., Madrid, A., Planalp, E. M., Moody, J. F., Papale, L. A., Knobel, K. M., Wood, E. K., McAdams, R. M., Coe, C. L., Goldsmith, H. H., et al. (2021) · Scientific Reports · doi:10.1038/s41598-021-91642-0 · Cited by 12 · see citing works
- Authors
- Pidsley, R., Viana, J., Hannon, E., Spiers, H., Troakes, C., Al-Saraj, S., Mechawar, N., Turecki, G., Schalkwyk, L. C., Bray, N. J., & Mill, J.
- Affiliations
- Garvan Institute of Medical Research (AU)
- University of Exeter (GB)
- King's College London (GB)
- Douglas Mental Health University Institute (CA)
- University of Essex (GB)
- Corresponding author
- Mill, Jonathan
- ORCID
- Venue
- Genome biology
- Published
- 2014-10-28
- Volume
- 15
- Issue
- 10
- Pages
- 483-483
- ISSN
- 1465-6906 (ISSN-L)
- 1474-760X
- PMC
- PMC4262979
- OpenAlex
- W1980511338
- Cited by
- 157
- References
- 40
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 11 · 2023: 6 · 2022: 10 · 2021: 15 · 2020: 11 · 2019: 15 · 2018: 15 · 2017: 25 · 2016: 24 · 2015: 18 · 2014: 2 · 2012: 1
- FWCI
- 9.42
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Genome biology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- ORCA Online Research @Cardiff (Cardiff University) (acceptedVersion)
- Open Access at Essex (University of Essex) (acceptedVersion)
- Figshare (submittedVersion)
- Research Portal (King's College London) (submittedVersion, cc-by)
- Open Research Exeter (University of Exeter) (submittedVersion, cc-by)
- Funders
- Wellcome Trust (G0700089, GR082557)
- National Institutes of Health
- Medical Research Council (MC_PC_15004, MR/K013807/1, K013807)
- National Institute on Aging (R01AG036039, AG036039)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Keywords
- schizophrenia, DNA methylation, epigenetics, brain development, prefrontal cortex, cerebellum, fetal brain development, differentially methylated positions
- MeSH terms
- Brain, Cerebellum, Humans, Schizophrenia, Prefrontal Cortex, DNA Methylation, Epigenesis, Genetic, Fetal Development
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