Regulatory genomic profiling in schizophrenia

Lead Research Organisation: University of Exeter
Department Name: Institute of Biomed & Clinical Science

Abstract

Schizophrenia is a severe psychiatric disorder, characterised 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. Although the symptoms of schizophrenia do not typically appear until late adolescence or early adulthood, evidence from neuroimaging, neuropathology and epidemiological studies indicate that it is a neurodevelopmental disorder, influenced by risk factors with effects during prenatal development of the brain. To date, however, the neurobiological mechanisms underlying the disorder remain largely undefined, and molecular evidence linking neurodevelopmental dysfunction to schizophrenia is limited.

Studies into the causes of schizophrenia have focused on describing the genetic contribution to the disorder. Recent genome-wide association studies (GWAS) of schizophrenia have been highly successful, identifying over 100 regions of the genome associated with risk. Despite this success, however, there remains uncertainty about the specific causal genes involved in schizophrenia, and how their function is regulated in development and disease. 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. These mechanisms play a critical role in determining cell-type-specific patterns of gene transcription in the human brain.

This study aims, for the first time, to systematically examine the role of these regulatory genomic processes in schizophrenia. We will purify neuronal nuclei from a unique collection of post-mortem brain samples with the goal of identifying novel pathways involved in the disease. Given evidence for a neurodevelopmental component to schizophrenia, we will also annotate patterns of gene regulation across development of the human cortex, enabling us to explore the hypothesis that disease-associated loci are dynamically regulated during this critical period. Building on novel findings from our previous MRC-funded research, our integrated-genomics approach will bring together a world-class group of investigators and collaborators to explore the dynamic regulation of gene function during human brain development and its relevance to the aetiology of schizophrenia.

Technical Summary

We propose the first comprehensive analysis of regulatory genomic variation associated with schizophrenia. Given evidence for a neurodevelopmental component to the aetiology of schizophrenia, we will also annotate patterns of gene regulation across development of the human cortex, enabling us to explore the hypothesis that disease-associated loci are dynamically regulated during this critical period.

We will first profile key markers of genomic regulation (DNA methylation (5mC), DNA hydroxymethylation (5hmC), and lysine H3K27 acetylation (H3K27ac)) in purified neuronal nuclei isolated from post-mortem prefrontal cortex tissue from >400 schizophrenia cases and matched controls.

We will next extend these analyses to human fetal cortex samples spanning ~7 to 20 weeks post-conception, enabling us to annotate functional genomic domains in the developing cortex and test the hypothesis that there is an enrichment of neurodevelopmentally-dynamic loci in regions of schizophrenia-associated regulatory genomic variation.

Alternative splicing and RNA isoforms dramatically increase the protein-coding potential of the human genome during development. Our third aim is to employ novel long-read sequencing approaches to undertake the first comprehensive analysis of RNA splicing and isoform diversity in both the developing and adult human cortex, exploring the role of alternative splicing in schizophrenia.

Finally, we will examine how schizophrenia-associated genetic variation influences regulatory genomic processes in the developing and adult cortex, building on our recent work showing that schizophrenia GWAS loci are enriched for 5mC quantitative trait loci in the developing brain.

Building on findings from our previous MRC-funded research, our integrated-genomics approach will enable us to explore the dynamic regulation of gene function during human brain development and its relevance to the aetiology of schizophrenia.

Planned Impact

In addition to other scientists (especially other research groups investigating neurodevelopment and 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 characterised 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. Of note, we work extensively with industrial partners and were recently funded by Eli Lilly's Lilly Research Award Program to undertake systems level genomic connectivity mapping in neural cell lines exposed to a panel of test compounds relevant to schizophrenia.

We propose to employ a range of cutting-edge technologies to undertake this work and develop novel strategies for performing integrated systems-level genomics analyses. This has the potential to not only benefit those scientists directly employed to work on the project, but may stimulate research into developmental genomics more broadly across the life sciences sector in the UK and beyond.

We are committed to communicating the impact of our research not only through standard scientific activities (high impact journals, conference attendance, and presentations at scientific seminars) but also via more accessible fora, such as our lab website (http://www.epigenomicslab.com/), Twitter (https://twitter.com/PsyEpigenetics) and the media (see http://www.epigenomicslab.com/media/ for media case-studies). Information arising from the proposed research will be communicated to the public following consultation with the host institutions and the MRC Press Office. Advice on dissemination of this research will also be sought from the host department, which has a strong track record in the public dissemination of scientific findings.

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 Accelerating genetic research in Exeter with the Illumina NovaSeq 6000 DNA Sequencing System
Amount £616,706 (GBP)
Funding ID 218247/Z/19/Z 
Organisation Wellcome Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 10/2019 
End 10/2020
 
Description Brain & Behaviour Research Foundation - NARSAD Young Investigator Award - Anna Migdalska-Richards
Amount $70,000 (USD)
Organisation Brain & Behaviour Research Foundation 
Sector Charity/Non Profit
Country United States
Start 01/2019 
End 12/2021
 
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 SFARI Research Grant
Amount $975,000 (USD)
Organisation Simons Foundation 
Sector Charity/Non Profit
Country United States
Start 02/2018 
End 02/2021
 
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 Fluorescence-activated nuclei sorting (FANS) on human post-mortem cortex tissue enabling the isolation of distinct neural cell populations for multiple omic profiling 
Description Increased understanding of the functional complexity of the genome has led to growing recognition about the role of epigenetic/transcriptional variation in health and disease. Current analyses of the human brain, however, are limited by the use of "bulk" tissue, comprising a heterogeneous mix of different neural cell types. Because epigenetic processes play a critical role in determining cell type-specific patterns of gene regulation it is important to consider cellular composition in regulatory genomic studies of human post-mortem tissue, and there is a need for methods to purify populations of specific cell-types. Furthermore, the valuable nature of human post-mortem tissue means it is important to use methods that maximize the amount of genomic data generated on each sample. This protocol describes a method that uses fluorescence-activated nuclei sorting (FANS) to isolate and profile nuclei from multiple different human brain cell-types from frozen post-mortem tissue. This protocol can be used to robustly purify populations of neuronal (NeuN+ve), oligodendrocytes (SOX10+ve), microglia (IRF8+ve) and other glial origin nuclei (NeuN-ve/SOX10-ve/IRF8-ve) from adult post-mortem frozen brain, with each tissue sample yielding purified populations of nuclei amenable to simultaneous analysis of i) DNA modifications (via bisulfite sequencing / array), ii) histone modifications (via CUT&Run-seq), iii) open chromatin analysis (via ATAC-seq), and iv) gene expression (via RNA-seq). 
Type Of Material Technology assay or reagent 
Year Produced 2020 
Provided To Others? Yes  
Impact This method for isolating purified nuclei populations from human cortex is being widely used by us and other groups to undertake work into the genomic underpinnings of disease. 
URL https://www.protocols.io/view/fluorescence-activated-nuclei-sorting-fans-on-huma-bmh2k38e.html
 
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 GitHub code for genomic studies on purified brain cell types 
Description We have made all our analysis code available to other researchers on GitHub. 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? Yes  
Impact Our code means that other groups can replicate our findings and apply our methods to their own projects. 
URL https://github.com/ejh243/BrainFANS
 
Title Human and Mouse Brain Iso-seq and RNA-Seq 
Description Visual database of brain isoforms from human and mouse cortex. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact The database has been accessed by multiple research groups and we have instigated a number of new collaborations from these data. 
URL https://genome.exeter.ac.uk/build/index.html
 
Title Human and mouse cortex isoform database 
Description tive splicing is a post-transcriptional regulatory mechanism producing multiple distinct mRNA molecules from a single pre-mRNA. Alternative splicing has a prominent role in the central nervous system, impacting neurodevelopment and various neuronal functions as well as being increasingly implicated in brain disorders including autism, schizophrenia and Alzheimer's disease. Standard short-read RNA-seq approaches only sequence fragments of the mRNA molecule, making it difficult to accurately characterize the true nature of transcript isoform diversity. In this study, we used long-read isoform sequencing (Iso-Seq) to generate full-length cDNA sequences and map transcript diversity in the human and mouse cortex. We identify widespread isoform diversity amongst expressed genes in the cortex, including many novel transcripts not present in existing genome annotations. Alternative splicing events were found to make a major contribution to isoform diversity in the cortex, with intron retention being a relatively common event associated with nonsense mediated decay and reduced expression. Of note, we found evidence for transcription from novel (unannotated genes) and fusion events between neighbouring genes. Although global patterns of isoform diversity were found to be generally similar between human and mouse cortex, we identified some notable exceptions. We also identified striking developmental changes in isoform diversity, with differential transcript usage between adult and fetal cortex. Finally, we found evidence for extensive isoform diversity in genes associated with autism, schizophrenia and Alzheimer's disease. Our data confirm the importance of alternative splicing in the cortex, dramatically increasing transcriptional diversity and representing an important mechanism underpinning gene regulation in the brain. We provide this isoform level data as a resource to the scientific community. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact This is the largest database of cortex isoforms generated using long-read sequencing. The database has been widely accessed and used by other researchers in the field. 
URL http://genome.exeter.ac.uk/BrainIsoforms.html
 
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 Cambridge Epigenetix 
Organisation Cambridge Epigenetix
Country United Kingdom 
Sector Private 
PI Contribution Our lab is beta testing a new chemistry for profiling DNA methylation and DNA hydroxymethylation.
Collaborator Contribution We were provided with early access to a new kit, free of charge.
Impact Experiments ongoing.
Start Year 2023
 
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 Gloria Sheynkman group 
Organisation University of Virginia Medical Center
Country United States 
Sector Hospitals 
PI Contribution We are collaborating on validation of protein changes related to novel gene transcripts identified in human brain
Collaborator Contribution They are providing expertise and data to help us compare RNA and protein isoforms
Impact We are working on a joint publication.
Start Year 2021
 
Description Collaboration with John Hardy and group, UCL 
Organisation University College London
Country United Kingdom 
Sector Academic/University 
PI Contribution We are working with John Hardy and his team on a collaboration to use long-read sequencing to map isoform diversity in Alzheimer's disease.
Collaborator Contribution We are sharing protocols, analysis pipelines and data.
Impact We aim to submit a new research grant in the next year.
Start Year 2023
 
Description Collaboration with Pinto group, Mount Sinai School of Medicine, New York 
Organisation Icahn School of Medicine at Mount Sinai
Country United States 
Sector Academic/University 
PI Contribution We are working with the group of Dalila Pinto to create a database of isoform diversity and alternative splicing in the human and mouse brain. We have generated fetal cortex Pacific Biosciences Iso-Seq data as part of our MRC funding and mouse cortex iso-seq data as part of our ARUK funding.
Collaborator Contribution Our partner group have generated complementary datasets, including data on adult cortex samples.
Impact We are currently finalising a publication for submission.
Start Year 2019
 
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 - London Calling, Oxford Nanopore Technologies Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Invited platform presentation at flagship ONT meeting in London. Title - Long read transcriptome sequencing reveals isoform diversity across human neurodevelopment and aging.
Year(s) Of Engagement Activity 2022
URL https://londoncallingconf.co.uk/lc23
 
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 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 Cold Spring Harbor Laboratories: Workshop on Autism Spectrum Disorders - Foetal Brain Development and Neuropsychiatric Disease 
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 We presented our work on gene regulation in human brain development at this workshop in which attendees develop their knowledge of the field of research into ASD and the implications on clinical output. Wide range of experience from attendees, from various backgrounds of research. Attendees share their research and develop networking connections.
Year(s) Of Engagement Activity 2019
URL https://meetings.cshl.edu/autism19
 
Description Disrupted microRNA expression in the dorsolateral prefrontal cortex is associated with schizophrenia - Poster presentation at 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 work on microRNA changes in the brain of schizophrenia patients. The data was well-recieeved and we are now writing a paper for publication based on these results.
Year(s) Of Engagement Activity 2019
URL https://coursesandconferences.wellcomegenomecampus.org/register/conferences/form1.aspx?e=771
 
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 Evaluation of nanopore sequencing for epigenetic epidemiology: a comparison with DNA methylation microarrays 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gave a presentation on our long-read isoform sequencing approaches to explore alternative splicing in the brain
Year(s) Of Engagement Activity 2021
 
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 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 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 Isoform diversity in the human cortex - SFARI Annual Meeting, New York 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I presented our work on RNA isoform diversity at the Simons Foundation in New York. This stimulated considerable interest, and interaction with research groups with whom we are now collaborating.
Year(s) Of Engagement Activity 2019
URL https://www.sfari.org/events/
 
Description Mapping cell-type specific markers of genomic variation in purified nuclei populations isolated from the human cortex - presentation at the Wellcome Trusy 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 experimental pipeline that uses fluorescence-activated nuclei sorting (FANS) to isolate and profile nuclei from different neural cell-types. We demonstrated that this can be used to robustly purify neuron-, oligodendrocyte- and gliaenrichedpopulations of nuclei from adult and fetal frozen cortex tissue, with each tissue sample yielding purified populations of nuclei amenable to simultaneous analysis of i) DNA modification analysis (5mC and 5hmC), ii) histone modification (ChIP-seq), iii) open chromatin (ATAC-seq), and iv) gene expression (RNA-seq). There was considerable interest in our method and requests for novel collaborations.
Year(s) Of Engagement Activity 2019
URL https://coursesandconferences.wellcomegenomecampus.org/register/conferences/form1.aspx?e=771
 
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 PacBio Global Summit - Using Iso-Seq to uncover AD-associated splicing variants in mouse model of tau pathology and human cortex 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A team member was invited to join this panel discussion on long-read sequencing for identifying novel isoforms / transcripts. This had a very broad international audience and resulted in several new collaborations.
Year(s) Of Engagement Activity 2020
URL https://events.pacb.com/global-summit
 
Description Presentation at Academy of Medical Sciences meeting: The developing brain in health and disease - Molecular profiling of discrete cellular populations in post mortem human cortex 
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 method for isolating nuclei from specific neural cell populations from human cortex developed in our MRC project grant. This two day meeting hosted by the Academy of Medical Sciences highlighted the latest advances in the field and provided a unique space for researchers across disciplines to discuss the challenges and priorities for neurodevelopmental research.
Year(s) Of Engagement Activity 2019
URL https://acmedsci.ac.uk/more/news/understanding-brain-development-what-next-for-research
 
Description Presentation at INSAR meeting, Montreal, Canada. Epigenetic pathways to neurodevelopmental phenotypes. 
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 a workshop on gene regulation in the brain in neurodevelopmental phenotypes (autism, schizophrenia). I presented work to a large audience on our findings related to gene expression, epigenetics and isoform diversity in the human cortex. The meeting involved teams from across the world and resulted in ongoing collaborations with researchers at Mount Sinai School of Medicine in New York.
Year(s) Of Engagement Activity 2019
URL https://insar.confex.com/insar/2019/webprogram/start.html
 
Description Presentations at Alzheimer's Research UK 2022 meeting 
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 several presentations detailing results from our research projects.
Year(s) Of Engagement Activity 2022
 
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 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 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