Methylomic profiling in schizophrenia: towards an integrated genetic-epigenetic approach

Lead Research Organisation: University of Exeter
Department Name: Peninsula Medical School

Abstract

Schizophrenia is a severe psychiatric disorder, characterized by psychotic symptoms, delusions and hallucinations, disorganisation, dysfunctional affective responses, and altered cognitive functioning. The social and economic consequences of schizophrenia are severe, eclipsing those of many other illnesses. With a lifetime prevalence rate of ~1%, schizophrenia contributes significantly to the global burden of disease, ranking among the top ten causes of disability in developed countries worldwide. Current approaches to understanding the causes of schizophrenia have focused primarily on uncovering a genetic contribution to the disorder, although identifying risk variants has not been straightforward. Furthermore, there is considerable heterogeneity across studies and the mechanism behind the action of genetic risk variants remains largely unknown. Despite considerable research effort, therefore, we are remain no closer to understanding the precise aetiology of SZ and a long way from realising the post-genomic promises of novel diagnostic and therapeutic strategies.

Sequencing the genome was, however, only the first step in our quest to understand how genes are expressed and regulated. Sitting above the DNA sequence is a second layer of information (the 'epigenome') that mediates the regulation of when and where genes are functionally transcribed. Unlike the DNA sequence, which is stable and strongly conserved, epigenetic processes can be highly dynamic: not only are they developmentally-regulated, but they can also be modified by exposure to a range of external environmental factors and stochastic events in the cell.

This study aims, for the first time, to systematically examine the role of epigenetic processes in schizophrenia, focusing on DNA methylation, a chemical modification to DNA that can directly influence gene transcription and function. We will use cutting-edge methods to examine genome-wide patterns of DNA methylation in several unique collections of samples. First, we will use a large collaborative collection of schizophrenia patients and controls. These samples have already been extensively studied at the genetic level, enabling us to undertake an integrated genetic-epigenetic approach to schizophrenia. Second, we will examine epigenetic differences within genetically-identical monozygotic twin-pairs, where one twin has schizophrenia and the other does not. Third, we will examine differences in brain tissue taken post-mortem from patients with schizophrenia. Finally, we will assess epigenetic changes across specific regions of the genome in individuals at high-risk for developing schizophrenia, tracking changes in DNA methylation with disease onset.

Our proposed integrated genetic-epigenetic approach brings together a world-class group of epigeneticists, geneticists, clinicians and bioinformaticians with the ultimate goal of identifying peripheral epigenetic biomarkers for schizophrenia and transforming diagnostic, therapeutic, and future aetiological approaches to the disease.

Technical Summary

We propose a comprehensive genome-wide analysis of epigenetic dysfunction associated with schizophrenia (SZ) using cutting-edge methodologies to identify novel pathways involved in pathogenesis. We will examine genome-wide patterns of DNA methylation in a unique collection of samples. First, via collaboration with research groups involved in the UK10K consortium, we will undertake methylomic analysis using the Illumina Infinium 450K array in SZ samples (n=1700) and matched controls (n=1700) from ongoing genome-wide association study (GWAS) and exome sequencing projects, enabling us to perform an integrated epigenetic-genetic analytical strategy and representing the largest epigenome-wide association study yet undertaken. Specific SZ-associated differentially methylated regions (DMRs) will be verified and subsequently replicated in another set of samples using the Sequenom EpiTYPER platform and bisulfite pyrosequencing. Validated DMRs will also be examined longitudinally in a high-risk prodromal cohort to investigate epigenetic changes associated with the transition into disease. Second, we will examine genome-wide patterns of DNA methylation in MZ twin-pairs discordant for SZ using the largest collection of such samples ever assessed. This will enable us to examine the epigenome independent of any underlying genomic sequence variation and allow us to fully control for factors such as age, sex and the early (pre- and peri-natal) environment while providing further independent validation/replication for SZ-associated regions implicated in Aim 1. Third, we will use post-mortem brain samples obtained from SZ cases and controls to examine the extent to which disease-associated epigenetic marks detected in the periphery reflect changes occurring in functionally-relevant tissues. A key element of data analysis will involve the integration of epigenetic information with GWAS data, exome sequencing and other clinical/demographic data using novel methods developed in our lab.

Planned Impact

In addition to other scientists (especially other and research groups investigating the aetiology of schizophrenia) the results of this project have the potential to impact on a number of other beneficiaries. These include patients suffering from schizophrenia, the pharmaceutical industry, health service providers, and academic groups investigating the causes of other complex disease phenotypes.

The social and economic consequences of schizophrenia are severe, eclipsing those of many other mental and somatic illnesses. With a lifetime prevalence rate of ~1%, the disorder contributes significantly to the global burden of disease, ranking among the top ten causes of disability in developed countries worldwide. Importantly, there is no cure for schizophrenia, and available treatments are often inefficient and characterized by severe side-effects. Given the dynamic and potentially-reversible nature of the epigenome, the outputs from this research could potentially nominate new targets for drug development for the treatment of schizophrenia. A number of pharmaceutical companies are actively developing so-called "epigenetic drugs" and could rapidly take advantage of these outputs. Our data may also highlight novel neurobiological pathways involved in schizophrenia, again stimulating the development of novel therapeutic interventions. Developing new treatments for schizophrenia will have subsequent benefits to the family and friends of affected individuals, and potentially boost the economy by enabling affected individuals to return to work.

Another positive output of this research may be the identification of potential blood biomarkers for risk of schizophrenia, which could have important public health implications. For example, if we are able to detect epigenetic changes in our high-risk prodromal samples, this could be used to develop tests for the disease before symptoms become manifest, resulting in more relevant and targeted interventions. Identifying biological correlates of schizophrenia may also help remove some of the stigma associated with the disease.

Finally, we hope that our novel integrated genetic-epigenetic approach to schizophrenia may stimulate similar research strategies to be adopted by academics working in the context of other complex disease phenotypes.

Publications

10 25 50
 
Description CASE STUDENTSHIP
Amount £100,000 (GBP)
Funding ID MR/P016227/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 09/2017 
End 09/2021
 
Description Defining Best Practises for Data Science Education across Disciplines
Amount £16,191 (GBP)
Organisation Alan Turing Institute 
Sector Academic/University
Country United Kingdom
Start 01/2023 
End 01/2024
 
Description Development of software to model multi-modal genomic data as an integrated system: application to understanding the gene regulatory landscape
Amount £823,688 (GBP)
Funding ID EP/V052527/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 11/2021 
End 10/2026
 
Description Exeter Brain Network
Amount £10,000 (GBP)
Organisation University of Exeter 
Sector Academic/University
Country United Kingdom
Start 01/2023 
End 01/2024
 
Description NARSAD YOUNG INVESTIGATOR [EILIS HANNON]
Amount $70,000 (USD)
Organisation Brain & Behaviour Research Foundation 
Sector Charity/Non Profit
Country United States
Start 01/2018 
End 12/2019
 
Description NARSAD/BBRF DISTINGUISHED INVESTIGATOR AWARD
Amount $100,000 (USD)
Organisation Brain & Behaviour Research Foundation 
Sector Charity/Non Profit
Country United States
Start 03/2016 
End 03/2017
 
Description Research grant
Amount £1,012,743 (GBP)
Funding ID MR/R005176/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 01/2018 
End 12/2020
 
Description The Autism Prenatal Sex Differences (APEX) study
Amount $16,000,000 (USD)
Organisation Simons Foundation 
Sector Charity/Non Profit
Country United States
Start 01/2022 
End 01/2027
 
Title Brain methylation QTL database 
Description Epigenetic processes play a key role in orchestrating transcriptional regulation during development. The importance of DNA methylation in fetal brain development is highlighted by the dynamic expression of de novo DNA methyltransferases during the perinatal period and neurodevelopmental deficits associated with mutations in the methyl-CpG binding protein 2 (MECP2) gene. However, our knowledge about the temporal changes to the epigenome during fetal brain development has, to date, been limited. We quantified genome-wide patterns of DNA methylation at ~400,000 sites in 179 human fetal brain samples (100 male, 79 female) spanning 23 to 184 days post-conception. We identified highly significant changes in DNA methylation across fetal brain development at >7% of sites, with an enrichment of loci becoming hypomethylated with fetal age. Sites associated with developmental changes in DNA methylation during fetal brain development were significantly under-represented in promoter regulatory regions but significantly over-represented in regions flanking CpG islands (shores and shelves) and gene bodies. Highly significant differences in DNA methylation were observed between males and females at a number of autosomal sites, with a small number of regions showing sex-specific DNA methylation trajectories across brain development. Weighted gene co-methylation network analysis (WGCNA) revealed discrete modules of co-methylated loci associated with fetal age that are significantly enriched for genes involved in neurodevelopmental processes. This is, to our knowledge, the most extensive study of DNA methylation across human fetal brain development to date, confirming the prenatal period as a time of considerable epigenomic plasticity. We developed a searchable web-resource of DNA methylation trajectories occurring during fetal brain development. 
Type Of Material Improvements to research infrastructure 
Year Produced 2015 
Provided To Others? Yes  
Impact This has been widely used by other groups studying the genomics of brain disorders. 
URL http://epigenetics.iop.kcl.ac.uk/fetalbrain/
 
Title http://epigenetics.essex.ac.uk/bloodbrain/ 
Description While it is widely acknowledged that the choice of a relevant tissue is imperative for the biological interpretation of epigenome-wide association studies (EWAS), obtaining such samples, particularly in the numbers required to overcome the multiple testing burden of testing loci genome-wide, can be challenging. This is true for studies of brain disorders, such as schizophrenia, Alzheimer's disease and autism, where often alternative, easily obtainable peripheral tissues such as blood or buccal samples are used instead. In order to establish the relevance of associated loci, these are subsequently followed up in available cohorts of brain tissue. Here we introduce an online tool which allows the user to perform this secondary analysis by investigating the correlation of DNA methylation in blood with four brain regions (prefrontal cortex, entorhinal cortex, superior temporal gyrus and cerebellum) from 71-75 matched samples for all probes present on the Illumina 450K Beadchip array. 
Type Of Material Improvements to research infrastructure 
Year Produced 2015 
Provided To Others? Yes  
Impact This has been widely used by other groups assessing epigenetic biomarkers of brain disorders. 
URL http://epigenetics.essex.ac.uk/bloodbrain/
 
Title Blood Brain DNA Methylation Comparison Tool 
Description While it is widely acknowledged that the choice of a relevant tissue is imperative for the biological interpretation of epigenome-wide association studies (EWAS), obtaining such samples, particularly in the numbers required to overcome the multiple testing burden of testing loci genome-wide, can be challenging. This is true for studies of brain disorders, such as schizophrenia, Alzheimer's disease and autism, where often alternative, easily obtainable peripheral tissues such as blood or buccal samples are used instead. In order to establish the relevance of associated loci, these are subsequently followed up in available cohorts of brain tissue. Here we introduce an online tool which allows the user to perform this secondary analysis by investigating the correlation of DNA methylation in blood with four brain regions (prefrontal cortex, entorhinal cortex, superior temporal gyrus and cerebellum) from 71-75 matched samples for all probes present on the Illumina 450K Beadchip array. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact Several other groups have used and cited this resource in their publications. 
URL http://epigenetics.essex.ac.uk/bloodbrain/
 
Title Brain methylation QTL database 
Description We characterized DNA methylation quantitative trait loci (mQTLs) in a large collection (n=166) of human fetal brain samples spanning 56-166 days post-conception, identifying >16,000 fetal brain mQTLs. Fetal brain mQTLs are primarily cis-acting, enriched in regulatory chromatin domains and transcription factor binding sites, and show significant overlap with genetic variants also associated with gene expression in the brain. Using tissue from three distinct regions of the adult brain (prefrontal cortex, striatum and cerebellum) we show that most fetal brain mQTLs are developmentally stable, although a subset is characterized by fetal-specific effects. We show that fetal brain mQTLs are enriched amongst risk loci identified in a recent large-scale genome-wide association study (GWAS) of schizophrenia, a severe psychiatric disorder with a hypothesized neurodevelopmental component. Finally, we demonstrate how mQTLs can be used to refine GWAS loci through the identification of discrete sites of variable fetal brain methylation associated with schizophrenia risk variants. mQTLs can be searched in our online database. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact This has been used by other groups in their analysis of genetic/epigenetic data. 
URL http://epigenetics.essex.ac.uk/mQTL/
 
Title Fetal brain methylomic trajectories 
Description Epigenetic processes play a key role in orchestrating transcriptional regulation during development. The importance of DNA methylation in fetal brain development is highlighted by the dynamic expression of de novo DNA methyltransferases during the perinatal period and neurodevelopmental deficits associated with mutations in the methyl-CpG binding protein 2 (MECP2) gene. However, our knowledge about the temporal changes to the epigenome during fetal brain development has, to date, been limited. We quantified genome-wide patterns of DNA methylation at ~400,000 sites in 179 human fetal brain samples (100 male, 79 female) spanning 23 to 184 days post-conception. We identified highly significant changes in DNA methylation across fetal brain development at >7% of sites, with an enrichment of loci becoming hypomethylated with fetal age. Sites associated with developmental changes in DNA methylation during fetal brain development were significantly under-represented in promoter regulatory regions but significantly over-represented in regions flanking CpG islands (shores and shelves) and gene bodies. Highly significant differences in DNA methylation were observed between males and females at a number of autosomal sites, with a small number of regions showing sex-specific DNA methylation trajectories across brain development. Weighted gene co-methylation network analysis (WGCNA) revealed discrete modules of co-methylated loci associated with fetal age that are significantly enriched for genes involved in neurodevelopmental processes. This is, to our knowledge, the most extensive study of DNA methylation across human fetal brain development to date, confirming the prenatal period as a time of considerable epigenomic plasticity. A searchable web-resource of DNA methylation trajectories occurring during fetal brain development was developed as part of this work. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact This database has been used by other groups and cited in papers and scientific presentations. 
URL http://epigenetics.essex.ac.uk/fetalbrain/
 
Title Genetics of DNA methylation Consortium mQTL dataset 
Description Cis and trans meta-analysis results from genome-wide scans of 420,509 DNA methylation sites 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact Therse data are being widely used by the wider research community. 
URL http://mqtldb.godmc.org.uk/
 
Title Human brain development genomics resource 
Description We have published two manuscripts profiling DNA modifications (DNA methylation and DNA hydroxymethylation) across human fetal brain development; Methylomic trajectories across human fetal brain development (2015) and Trajectories of DNA hydroxymethylation across human brain development(2017). The abstracts for these manuscripts are provided under the Abstracts tab on this page. You can search the data produced for these publications. See the corresponding tabs to access functions enabling you to; Plot data for individual CpG sites Plot data for all CpG sites associated with a gene Plot data for all CpG sites within a defined genomic region Extract data for specific probes Download tables and figures described in the manuscripts 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Several new collaborations and requests for data use. 
URL https://epigenetics.essex.ac.uk/fetalbrain2/
 
Title Schizophrenia brain methylomic data 
Description Methylation array data for schizophrenia and control samples. 
Type Of Material Database/Collection of data 
Year Produced 2014 
Provided To Others? Yes  
Impact Other groups are using their data in their analyses. 
URL http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE61431
 
Title mQTL and SMR database 
Description As part of our project identifying DNA methylation quantitative trait loci and using these to fine-map genetic association signals we have created an online database/tool that enables other research groups to use these data in their work. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact We have several groups contact us for collaboration. The data has been used in several other studies. 
URL https://epigenetics.essex.ac.uk/shiny/ShinySMR/
 
Description Collaboration with Eli Lilly & Co 
Organisation Eli Lilly & Company Ltd
Country United Kingdom 
Sector Private 
PI Contribution We have begun working extensively with collaborators at Eli Lilly on projects spanning neuroscience, genomics, dementia and schizophrenia. We now have a joint grant funded and two CASE PhD students.
Collaborator Contribution Access to transgenic models and resources for research studies Access to laboratory facilities and compounds Co-funding of students
Impact We have submitted several grant applications, and have been funded by ARUK to undertake a joint project on rodent models of neuropathology. We have successfully applied for funding for two CASE PhD students [one MRC, one BBSRC]
Start Year 2016
 
Description Collaboration with The Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPsych) and Minerva consortia 
Organisation Aarhus University
Country Denmark 
Sector Academic/University 
PI Contribution We are working extensively on DNA methylation analyses of dried blood spots collected at birth to identify molecular biomarkers of prenatal exposures and risk for developing psychiatric illness.
Collaborator Contribution We have played an integral role in analysing and generating DNAS methylation data from Danish blood spot data. I am a member of the Scientific Advisory Board for iPsych.
Impact We have been involved in several collaborative research projects, with several papers already published and other in preparation.
Start Year 2016
 
Description Collaboration with The Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPsych) and Minerva consortia 
Organisation Icahn School of Medicine at Mount Sinai
Country United States 
Sector Academic/University 
PI Contribution We are working extensively on DNA methylation analyses of dried blood spots collected at birth to identify molecular biomarkers of prenatal exposures and risk for developing psychiatric illness.
Collaborator Contribution We have played an integral role in analysing and generating DNAS methylation data from Danish blood spot data. I am a member of the Scientific Advisory Board for iPsych.
Impact We have been involved in several collaborative research projects, with several papers already published and other in preparation.
Start Year 2016
 
Description Collaboration with Understanding Society cohort 
Organisation University of Essex
Department Institute for Social and Economic Research, Essex
Country United Kingdom 
Sector Academic/University 
PI Contribution We have worked with Professor Kumari and Professor Schalkwyk to generate an extensive DNA methylation resource in the Understanding Society cohort. This resource is available to other researchers and is being used in many ongoing projects.
Collaborator Contribution They provided us with DNA samples for profiling from ~4500 individuals. This represents one of the largest DNA methylation resources available.
Impact 1/ a DNA methylation data resource that is being used by groups across the world 2/ multiple publications coauthored by us and other groups
Start Year 2019
 
Description Collaboration with Understanding Society cohort 
Organisation University of Essex
Department Institute for Social and Economic Research, Essex
Country United Kingdom 
Sector Academic/University 
PI Contribution We have worked with Professor Kumari and Professor Schalkwyk to generate an extensive DNA methylation resource in the Understanding Society cohort. This resource is available to other researchers and is being used in many ongoing projects.
Collaborator Contribution They provided us with DNA samples for profiling from ~4500 individuals. This represents one of the largest DNA methylation resources available.
Impact 1/ a DNA methylation data resource that is being used by groups across the world 2/ multiple publications coauthored by us and other groups
Start Year 2019
 
Description GW4 Epigenetics Network 
Organisation University of Bristol
Department MRC Integrative Epidemiology Unit
Country United Kingdom 
Sector Academic/University 
PI Contribution As part of the GW4 partnership (between Universities of Exeter, Bristol, Cardiff and Bath) we were funded to establish a network of researchers focussed on epigenetic studies in mental illness.
Collaborator Contribution We participated in a two-day workshop, that has spawned several collaborative projects
Impact We have agreed to share resources and expertise. Several collaborative research projects related to the goals of our MRC award have been established.
Start Year 2014
 
Description Genetics of DNA Methylation Consortium (GoDMC) 
Organisation King's College London
Country United Kingdom 
Sector Academic/University 
PI Contribution This is a collaborative consortium that is aiming to identify genetic influences on DNA methylation.
Collaborator Contribution Data sharing and collaborative analyses
Impact We are undertaking a large, collaborative meta-analysis. Data will be written-up as a publication in the next year.
Start Year 2014
 
Description Genetics of DNA Methylation Consortium (GoDMC) 
Organisation University of Bristol
Country United Kingdom 
Sector Academic/University 
PI Contribution This is a collaborative consortium that is aiming to identify genetic influences on DNA methylation.
Collaborator Contribution Data sharing and collaborative analyses
Impact We are undertaking a large, collaborative meta-analysis. Data will be written-up as a publication in the next year.
Start Year 2014
 
Description Swedish equivalent 
Organisation Karolinska University Hospital
Country Sweden 
Sector Hospitals 
PI Contribution Data from our study has been compared with theirs
Collaborator Contribution data
Impact None yet
Start Year 2012
 
Description 2018 Paul Janssen Lecture at IoPPN 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The Paul Janssen Lecture has been a regular feature of the academic calendar at the Institute of Psychiatry, Psychology & Neuroscience for nearly 20 years.
Lecturers are chosen on the basis of their global eminence in the field of neuroscience with a focus on schizophrenia. The annual lecture is named in honour of Belgian pharmacologist Paul Janssen (1926-2003) noted for discovering various drugs important to psychiatry, such as haloperidol, and who founded Janssen - the pharmaceutical company which sponsors the event.
Year(s) Of Engagement Activity 2018
URL https://www.kcl.ac.uk/ioppn/news/special-events/paul-janssen-lecture
 
Description Brain Awareness Week Public Lecture 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact As part of the inaugural Exeter Brain Awareness Week, I gave a public (lay) presentation on our research into genomics of schizophrenia.
Year(s) Of Engagement Activity 2018
URL http://www.exeter.ac.uk/news/events/details/index.php?event=8040
 
Description Brain Awareness Week, Public Engagement Seminar: 13th - 19th March 2019 Title: Schizophrenia: Examining the light switches of our DNA 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact As part of the Brain Awareness Week activities in Exeter, we presented an overview of our ongoing work into the genomics of schizophrenia. This even was targeted at a lay audience and stimulated considerable interest.
Year(s) Of Engagement Activity 2019
URL https://www.brainawareness.org/
 
Description Brain Prize meeting - Lundbeck Foundation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I was invited to give a presentation at the Brain Prize meeting arranged by the Lundbeck Foubdation. I gave an overview of our work into the genomics of brain disorders. I have been subsequently approached by several groups with requests for data and collaboration.
Year(s) Of Engagement Activity 2021
URL https://lundbeckfonden.com/en/the-brain-prize
 
Description British Society for Research on Aging Meeing - Keynote Lecture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Professor Mill presented latest findings from brain genomics studies in context of ageing.
Year(s) Of Engagement Activity 2017
URL http://bsra.org.uk/bsra-2017-university-exeter/
 
Description Celebrating Diversity in Science Virtual Conference - Oral Presentation: Heterogeneity in purified neural populations: implications for post-mortem genomic studies. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact One of our team members gave a presentation at the Celebrating Diversity in Science Virtual Conference. This had a large impact, not only focused on scientific results but also discussing diversity in science.
Year(s) Of Engagement Activity 2020
URL https://www.facebook.com/events/d41d8cd9/celebrating-diversity-in-science-virtual-conference/1922678...
 
Description Coverage of schizophrenia epigenetics study 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Interview with Epigenie - an epigenetics news website. They ran a news feature on our recent Genome Biology article that resulted from our MRC grant.

Increased awareness of our research, and contact by other scientists working on epigenetic dysfunction in schizophrenia.
Year(s) Of Engagement Activity
URL http://epigenie.com/developmental-origin-of-schizophrenia-associated-dna-methylation/
 
Description Epigenetic dynamics of Human Brain Development. Invited Oral presentation. Birkbeck College, 3rd July. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other audiences
Results and Impact Departmental presentation -- stimulated much interest and debate.
Year(s) Of Engagement Activity 2015
 
Description Epigenetics Workshop at NIMHANS, Bangalore 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact We organised a training workshop at the National Institute of neuroscience and mental Health in Bangalore. We provided training to local researchers and psychiatrists into genetics, genomics and epigenetics. Were hope to work with teams in India to instigate a program of cross-national psychiatric epigenetics research.
Year(s) Of Engagement Activity 2019
 
Description Epigenomic and transcriptomic signatures of a Klinefelter syndrome (47,XXY) karyotype in the brain. Oral presentation as an invited speaker at the 2nd International Workshop on Klinefelter Syndrome. Münster, Germany. 10th - 12th March 2016. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact We were invited to present out genomic work on XXY brain at an international meeting. We have instigated a collaboration based on interactions at this meeting.
Year(s) Of Engagement Activity 2016
 
Description Epigenomics of Common Diseases Meeting - Wellcome Trust 2017 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Our group presented a series of posters and talks on data generated by our MRC funding.
Year(s) Of Engagement Activity 2017
URL https://coursesandconferences.wellcomegenomecampus.org/events/item.aspx?e=638
 
Description Feature article on our research in British Neuroscience Association (BNA) Newsletter 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact The BNA interviewed me, and wrote a feature article on our work.
Year(s) Of Engagement Activity 2016
URL https://www.bna.org.uk/publications/bna-bulletin/
 
Description Functional characterisation of GWAS loci using epigenetic editing - Oral Presentation at Wellcome Trust Epigenomics of Common Disease Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We presented our work on epigenetic editing of schizophrenia candidate genes nominated from our MRC-funded project. The talk instigated considerable debate and interest from novel collaborators.
Year(s) Of Engagement Activity 2019
URL https://coursesandconferences.wellcomegenomecampus.org/register/conferences/form1.aspx?e=771
 
Description International Molecular Pathology Symposium - Edinburgh 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Professor Mill gave an invited talk at the 2017 International Molecular Pathology Symposium. He discussed current advances in using genomics in molecular pathology. There was considerable discussion following the even and several new collaborations established.
Year(s) Of Engagement Activity 2017
URL https://www.ed.ac.uk/centre-genomic-medicine/news-events/news-2017/international-molecular-pathology...
 
Description Interview with New Scientist 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact I have been interviewed for a forthcoming piece on epigenetics in disease.

The journalist is currently writing an article.
Year(s) Of Engagement Activity 2014
 
Description Invited Lecture - Astex Pharmaceuticals. Global Lecture Series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Invited to give an update of our research to a wide audience online.
Year(s) Of Engagement Activity 2021
URL https://astx.com/
 
Description Invited Lecture - Radboud University, Nijmegen 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other audiences
Results and Impact Professor Mill was invited to give a lecture at Radboud University in Nijmegen, The Netherlands; hosted by Barbara Franke. He presented an overview of our work on epigenetic analyses of mental health including schizophrenia. He also gave an overview of novel genomic sequencing technologies. The lecture sparked considerable discussion and several new potential collaborations.
Year(s) Of Engagement Activity 2017
URL http://www.ru.nl/english/people/franke-b/
 
Description Invited presentations at Birkbeck, KCL, Oxford, Exeter Uni, Bristol Uni 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact I have given invited seminars presenting work from this project at several Universities.
Year(s) Of Engagement Activity 2015,2016
 
Description Invited seminar - Roche Pharmaceuticals, pRED, Neurosciences & Rare Disease. Invited Seminar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Online virtual seminar to the pRED department at Roche.
Year(s) Of Engagement Activity 2021
 
Description Invited seminar at Department of Psychiatry, University of Oxford 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact I gave an invited seminar to researchers at the University of Oxford Departmenty of Psychiatry. I presented an overview of our work on the genomics of schizophrenia and dementia. Following this seminar I visited the department in person, met with several researchers and discussed novel collaborations.
Year(s) Of Engagement Activity 2020
URL https://www.psych.ox.ac.uk/
 
Description Invited seminar at Roche Pharma 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact I gave an invited seminar on genomics to the neuroscience genomics group at Roche. I presented an overview of our work and how this might inform drug discovery in the future.
Year(s) Of Engagement Activity 2021
URL https://www.roche.com/
 
Description Invited seminar at the UCL Dementia Research Institute 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact I gave an invited seminar to the UK Dementia Research Institute at UCL where I presented our research into the genomic basis of dementia and schizophrenia. As a result of this seminar, I have established several novel collaborations and disseminated information about our data resources to the wider community.
Year(s) Of Engagement Activity 2020
URL https://www.ucl.ac.uk/uk-dementia-research-institute/
 
Description Invited seminar for the Imperial College London Dementia Research Institute 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact I gave an invited seminar to the UK Dementia Research Institute where I presented our research into the genomic basis of dementia and schizophrenia. As a result of this seminar, I have established several novel collaborations and disseminated information about our data resources to the wider community.
Year(s) Of Engagement Activity 2020
URL https://www.imperial.ac.uk/dementia-research-institute/seminars--events/2019-20-seminars/
 
Description Invited speaker at the "Epigenetics in the Nervous System" meeting in Stockholm 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I gave an invited presentation at this international meeting sponsored by Abcam. There was considerable discussion and interest in our work, and several new collaborative opportunities arising from this are being explored.
Year(s) Of Engagement Activity 2018
URL http://docs.abcam.com/pdf/events/stockholm-2018-program.pdf
 
Description Invited speaker at the 2018 International Human Epigenome Consortium (IHEC) meeting in Hong Kong 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I was an invited speaker at the 2018 IHEC meeting which brings together researchers from around the world working on epigenomics. I presented our ongoing work to leaders in the field and established new collaborations with other international groups.
Year(s) Of Engagement Activity 2018
URL http://ihec-epigenomes.org/news-events/hong-kong-2018/
 
Description Invited speaker at the virtual event Epigenetics - The Full Picture from Illumina International. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited presentation on our epigenomics work for Illumina seminar series
Year(s) Of Engagement Activity 2021
 
Description Invited talk - Genome Institute of Singapore 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Professor Mill gave a presentation and established new collaborations at GIS and other institutions in Singapore.
Year(s) Of Engagement Activity 2017
URL http://www.gis.a-star.edu.sg
 
Description Invited talk - MQ Annual Science Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Professor Mill was an invited speaker at the 2017 MQ Annual Science meeting where he presented data resulting from our epigenomic analyses of schizophrenia.
Year(s) Of Engagement Activity 2017
URL https://www.mqmentalhealth.org/articles/more-information-mental-health-science-meeting-2017
 
Description Invited talk at EMBO Epigenetics of Neural (dys)function meeting in Braga, Portugal 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Increased interest in our research, including approaches by potential PhD students.

Possible student exchanges arranged.
Year(s) Of Engagement Activity 2014
URL http://events.embo.org/14-epigenetics/
 
Description Invited talk at the "Epigenomics 2016" meeting in Puerto Rico 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact The National Institutes of Health invited myself and two team members to Puerto Rico to speak at a large international Epigenomics meeting where I presented our schizophrenia research. There was considerable interest and several new collaborations have arisen from this meeting.
Year(s) Of Engagement Activity 2016
URL http://epigenomics2016.org
 
Description MRC Expert Group Meeting on Human Brain Research 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact We discussed optimal approaches for using human brain tissue in research
Year(s) Of Engagement Activity 2017
 
Description Multiple presentations and posters at the World Congress of Psychiatric Genetics in Glasgow 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Our group had several presentations at the 2018 WCPG meeting, disseminating results from our work into the genomics of schizophrenia. There was considerable interest in our data and we interacted with collaborators on the projects.
Year(s) Of Engagement Activity 2018
URL https://wcpg2018.org
 
Description Multiple presentations at World Congress of Psychiatric Genetics 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We presented multiple findings at the World Congress of Psychiatric Genetics, including talks on microRNAs in schizophrenia, epigenetic analyses in schizophrenia, and novel methods for profiling purified nuclei populations. Our work reached an international audience and several collaborations on future projects.
Year(s) Of Engagement Activity 2020
URL https://ispg.net/wcpg-2020/
 
Description Multiple presentations at the Wellcome Trust Epigenomics of Common Diseases meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We presented our data in multiple presentations at the 2020 Epigenomics of Common Diseases meeting. This enabled us to disseminate our work to a wide scientific audience and also help foster novel collaborations.
Year(s) Of Engagement Activity 2020
URL https://coursesandconferences.wellcomegenomecampus.org/register/conferences/form1.aspx?e=808
 
Description Neurogenomics Seminar - Imperial College London 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Members of the team were invited to present our work at the online [international reach] Imperial College London neuogenomics seminar. Several hundred attendees joined the meeting and many questions were asked.
Year(s) Of Engagement Activity 2022
URL https://www.youtube.com/watch?v=32_R9P_T0sQ
 
Description New Horizon's in Genomics - Queen Mary's University London 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact We presented our work on leveraging Quantitative-Trait Loci to Characterize the Relationship between Methylomic Variation, Gene Expression, and Complex Traits. We provided a discussion of the methods used in our MRC-funded study of schizophrenia.
Year(s) Of Engagement Activity 2019
URL https://www.evensi.uk/qmul-horizons-genomics-genome-sequencing-analysis-garrod-building-barts-london...
 
Description Oral presentation at Wellcome Trust Epigenomics of Common Diseases meeting - Pleiotropic effects of trait-associated genetic variation on DNA methylation: Utility for refining GWAS loci 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We presented our work on fine-mapping schizophrenia risk loci using epigenetic annotations. The talked sparked questions and considerable positive feedback on our work.
Year(s) Of Engagement Activity 2019
URL https://coursesandconferences.wellcomegenomecampus.org/register/conferences/form1.aspx?e=771
 
Description Oral presentation at the Wellcome Trust Genomics of Brain Disorders Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Data from our schizophrenia was presented in a platform session. It stimulated positive feedback and additional discussion.
Year(s) Of Engagement Activity 2016
URL http://conf.hinxton.wellcome.ac.uk/advancedcourses/Genomics_of_Brain_Disorders_draft_programmeV11web...
 
Description Presentation at the Wellcome Trust Epigenomics of Common Diseases meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact My talk stimulated considerable discussion and interest.

We established a collaboration with a group who will work to replicate our findings.
Year(s) Of Engagement Activity 2014
URL https://registration.hinxton.wellcome.ac.uk/display_info.asp?id=441
 
Description Presentation at the World Congress of Psychiatric Genetics (Copenhagen, October 2014) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact My presentation was selected as a plenary oral presentation and resulted in positive feedback. We are following-up potential new collaborations.

Talk was discussed in social media (twitter), and we have received requests for further information on our study.
Year(s) Of Engagement Activity
URL http://2014.ispg.net/wp-content/uploads/2014/09/WCPG-Oral-Presentation-Abstracts-FINAL.pdf
 
Description Presentations at the Wellcome Trust Genomics of Brain Disorders Meeting, Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact We had a series of presentations - oral talks and posters - presented on our work at this international meeting on the genomics of brain disorders.
Year(s) Of Engagement Activity 2018
URL https://coursesandconferences.wellcomegenomecampus.org/our-events/genomics-of-brain-disorders-2018/
 
Description Presentations at the World Congress of Psychiatric Genetics, Florence, Italy. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We gave multiple presentations at the 2022 WCPG meeting in Florence, showcasing the results of our research projects.
Year(s) Of Engagement Activity 2022
URL https://www.emedevents.com/c/medical-conferences-2022/world-congress-of-psychiatric-genetics-wcpg-20...
 
Description Seminar at OHSU in Portland, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact I was invited to give a seminar at OHSU in Portland where I discussed our work to medics and researchers. I discussed ongoing research into psychiatric epigenetics and established several new collaborations.
Year(s) Of Engagement Activity 2018
 
Description Symposium at 13th World Congress of Biological Psychiatry, Copenhagen 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Professor Mill was co-chair and a presenter at the ISBP meeting.
Year(s) Of Engagement Activity 2017
URL http://www.wfsbp-congress.org/former-congresses/highlights2017.html
 
Description Three posters at World Congress of Psychiatric Genetics, Toronto 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Work resulting from this grant was presented both in poster format and orally (see other entry) at the WCPG meeting. There was considerable interest in our findings amongst the international research attendees.
Year(s) Of Engagement Activity 2015
URL http://2015.ispg.net/
 
Description Tools for the next generation of EWAS - presentation at the Wellcome Trust Epigenomics of Common Diseases meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We presented a suite of innovative and data-driven tools focussed on quality controlling DNA methylation microarray data. These tools are designed to test for common problems such as inefficient bisulfite conversion, sample outliers, probe outliers, gradients within individual slides and variation introduced through (possibly unsuitable) normalisation (normalisation violence). The resource was of general interest to the audience and sparked considerable discussion.
Year(s) Of Engagement Activity 2019
URL https://coursesandconferences.wellcomegenomecampus.org/register/conferences/form1.aspx?e=771
 
Description Two posters at World Congress of Psychiatric Genetics (Copenhagen, October 2014) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Posters sparked considerable interest in our work on schizophrenia-discordant monozygotic twins, and the integration of epigenetic and genetic information.

Via a new collaboration, additional twin-pairs are being recruited into our study.
Year(s) Of Engagement Activity 2014
URL http://2014.ispg.net
 
Description Two selected oral presentations at the Wellcome Trust Epigenomics of Common Diseases meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact We had two platforms presenting work from this project at the Wellcome Trust Epigenomics of Common Diseases meeting.
Year(s) Of Engagement Activity 2016
URL https://coursesandconferences.wellcomegenomecampus.org/events/item.aspx?e=594
 
Description UK Pharmacogenetics and Stratified Medicine - Open Meeting - Invited Talk 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact Professor Mill gave an invited lecture on how epigenetic epidemiology might inform pharmacokinetic studies. There was considerable interest and many questions.
Year(s) Of Engagement Activity 2017
URL http://www.uk-pgx-stratmed.co.uk
 
Description Understanding Society - Epigenetics Data Launch 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact Professor Mill gave an introduction to epigenetic epidemiology, discussing examples from our MRC-funded schizophrenia work. The workshop was interactive; there were lots of discussion about use of these data.
Year(s) Of Engagement Activity 2017
URL https://www.understandingsociety.ac.uk/events/2017/04/27/understanding-society-epigenetics-data-laun...
 
Description Workshop on Schizophrenia and Related Disorders - Cold Spring Harbor 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I taught on the Cold Spring Harbor Schizophrenia Workshop as an invited lecturer. This involved small-group teaching to leading postdocs and PhD students selected form around the world. The students were enthused about genomics in schizophrenia and there was very positive feedback.
Year(s) Of Engagement Activity 2018
URL http://meetings.cshl.edu/schizophrenia18
 
Description XXV World Congress of Psychiatric Genetics, Orlando 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact We had multiple presentations at the 2017 WCPG meeting. We networked extensively with collaborators and established several new projects.
Year(s) Of Engagement Activity 2017
URL https://wcpg2017.org