Accessible resource for integrated epigenomics studies (ARIES)
Lead Research Organisation:
University of Bristol
Department Name: Faculty of Medicine and Dentistry
Abstract
Epigenetic studies are becoming a central focus of biological research internationally. Epigenetic profiles can serve as exposure markers and as prognostic or predictive biomarkers, with leukocyte methylation currently being the most commonly measured form of epigenetic modification, in the most readily obtainable tissue and one that has undergone epigenetic analysis in many investigations. In regard to this mode of analysis the Avon Longitudinal Study of Parents and their Children (ALSPAC) provides a unique potential resource, in having two-generational data and cord blood and later peripheral blood samples available, allowing for intrauterine influences, intergenerational transmission, change in methylation from birth through to pre-pubertal and post-pubertal age, and investigation of how methylation patterns predict and change with development. Such methylation data would be linked to the extensive exposure, genotype and phenotype data available in ALSPAC. The human data will be coupled with rodent data documenting the relationship between leukocyte and other tissue methylation and gene expression and rodent model tissue banks related to over-nutrition, obesity and ageing. Additional rodent tissues will be banked for future analysis upon request. Data generated will be uploaded for browsing on a custom web-based interface developed specifically for this initiative which will permit the integration of data from multiple sources from both human and rodent sources. The user will have access to data exploration utilities, a graphical genome browser and interactive graphical views of data relationships. The integration of data on epigenetic profiles in this intensively characterised human cohort with rodent epigenetic and transcriptomic data to generate an accessible resource to enhance research in the field of epigenetics for the benefit of the wider scientific community represents a considerable bioinformatic undertaking. We will draw on the expertise of leading scientists in the field of epigenetics and population-based human cohort studies to generate relevant data and combine this with up to date and highly skilled bioinformatics input (developed with substantive previous investment from the BBSRC) to meet our stated objectives. In combination, the proposed generation of biological data together with state of the art bioinformatic tools for data integration and access, would provide an unequivocally world-leading resource for epigenetic studies.
Technical Summary
Serial samples taken at multiple time points across the lifecourse from 1,000 mother-child pairs from ALSPAC will be used to generate genome-wide DNA methylation. The Illumina 450K human methylation array will be used to analyse samples from birth, age 7 and age 15-17 in 1,000 children and samples taken during pregnancy and 17 years later from their mothers. These data will be complemented by methylome sequencing of both the 5-methylcytosine and 5-hyroxymethylcytosine fractions of the genome which will be isolated by immuno-precipitation and sequenced using a next-generation platform. Tandem genome wide methylation and gene expression analysis will be undertaken in mouse tissues (leukocytes, adipose, muscle, liver) using a custom NimbleGen methylation array and Affymetrix gene ST arrays respectively. Further mouse tissues will be harvested and banked for future investigation upon request. The complex primary data generated will be processed and fully integrated using the Ondex system that has been developed under the SABR initiative. In addition to the facility to view these data in an open access browser, users will have the opportunity to access extensive exposure and phenotype information from the ALSPAC cohort using the existing infrastructure. The project will run for 2 years and be managed by a team of academics who have a proven track record in large scale collaborative research and the provision of data and information to the wider scientific community. An international Scientific Advisory Board of leading scientists in epigenetics and bioinformatics will contribute to the oversight of ARIES.
Planned Impact
The ARIES project draws together complementary skills in laboratory, population and bioinformatic aspects of epigenetics to create a unique resource that will be of considerable value to a broad bioscience community spanning both academia and industry, both in the UK and internationally. The population of researchers engaged in the field of epigenetics is growing exponentially and the need for large scale genome-wide locus specific epigenomic data in combination with phenotypic and exposure data has been identified as a research priority by several recent high impact publications. Such information would provide understanding of how the epigenome differs between individuals, how it changes through the life course during the natural ageing process, identify factors that mediate these changes and provide insight into their physiological consequences. The ARIES project will address this knowledge and resource deficit by capitalising on recent advances in genome wide epigenetic methodologies and the availability of samples from a unique parent and child cohort (ALSPAC) which has been extensively phenotypically and genetically characterised over the past 20 years. The inclusion of data from mice to address tissue-specificity of the epigenotype, another major focus of current debate in the field, provides an extra and important dimension. The project will utilise advanced bioinformatic tools to establish a facility to amass, integrate and disseminate multi-dimensional biological information. The incorporation of computational tools and web-based technology is increasingly a feature of scientific research and this project will exemplify the societal impact that such advances can have. As reflected by the letters of support from both academia and industry in the UK, Europe and further afield, the ARIES resource will be utilised widely and accelerate scientific advances in this rapidly emerging field. The proposed timescale of 2 years places ARIES in a highly competitive position, with tangible output well in advance of much larger, more technically demanding global initiatives currently being discussed. Epigenetics has captured the headlines in both the popular and scientific press in recent years partly due to the promise it holds in providing a route through which gene expression can be modulated by pharmacological, dietary, lifestyle or perhaps behavioural interventions. This is particularly important in modern society where in countries such as the UK, the population is ageing and governments are faced with ensuring that the 'health span' of the population increases in parallel with the 'lifespan'. Furthermore, epigenetic mechanisms are clearly important in optimal development, and possible cognitive (and other) deficits of considerable importance in economic and human capital terms may arise through such processes. Any interventions that optimise development and ageing could therefore have a major societal impact. Research in this field is actively being pursued in many domains from basic science laboratories to the pharmaceutical industry. Industrial colleagues have therefore justifiably highlighted the potential that ARIES represents in enhancing the efforts in preventive medicine, the discovery of novel therapeutic targets and the possible application of epigenetic factors as biomarkers of efficacy of interventions and treatments. Modification of the epigenotype is a considerably more tractable target for intervention and prevention strategies than modification of the genotype and therefore has the potential to make a greater impact on public health policies and the wellbeing of the population. Advances in any of these areas would bring considerable economic gain and maintain the UK at the forefront of advances in this area.
Organisations
Publications
Ye J
(2018)
Identification of loci where DNA methylation potentially mediates genetic risk of type 1 diabetes.
in Journal of autoimmunity
Cuellar Partida G
(2018)
Genome-wide survey of parent-of-origin effects on DNA methylation identifies candidate imprinted loci in humans.
in Human molecular genetics
Stonawski V
(2020)
Genome-Wide DNA Methylation Patterns in Children Exposed to Nonpharmacologically Treated Prenatal Depressive Symptoms: Results From 2 Independent Cohorts.
in Epigenetics insights
Rijlaarsdam J
(2021)
Genome-wide DNA methylation patterns associated with general psychopathology in children.
in Journal of psychiatric research
Kee MZL
(2022)
Fetal sex-specific epigenetic associations with prenatal maternal depressive symptoms.
in iScience
Timms J
(2019)
Exploring a potential mechanistic role of DNA methylation in the relationship between in utero and post-natal environmental exposures and risk of childhood acute lymphoblastic leukaemia
in International Journal of Cancer
Zhu Y
(2022)
Examining the epigenetic mechanisms of childhood adversity and sensitive periods: A gene set-based approach.
in Psychoneuroendocrinology
Howe LJ
(2019)
Evidence for DNA methylation mediating genetic liability to non-syndromic cleft lip/palate.
in Epigenomics
Wootton RE
(2020)
Evidence for causal effects of lifetime smoking on risk for depression and schizophrenia: a Mendelian randomisation study.
in Psychological medicine
Mulder RH
(2020)
Epigenomics of being bullied: changes in DNA methylation following bullying exposure.
in Epigenetics
Neumann A
(2022)
Epigenome-wide contributions to individual differences in childhood phenotypes: a GREML approach.
in Clinical epigenetics
Caramaschi D
(2020)
Epigenome-wide association study of seizures in childhood and adolescence
in Clinical Epigenetics
Arathimos R
(2017)
Epigenome-wide association study of asthma and wheeze in childhood and adolescence.
in Clinical epigenetics
Everson TM
(2019)
Epigenome-wide association study of asthma and wheeze characterizes loci within HK1.
in Allergy, asthma, and clinical immunology : official journal of the Canadian Society of Allergy and Clinical Immunology
Chambers JC
(2015)
Epigenome-wide association of DNA methylation markers in peripheral blood from Indian Asians and Europeans with incident type 2 diabetes: a nested case-control study.
in The lancet. Diabetes & endocrinology
Morris JA
(2017)
Epigenome-wide Association of DNA Methylation in Whole Blood With Bone Mineral Density.
in Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research
Khouja JN
(2018)
Epigenetic gestational age acceleration: a prospective cohort study investigating associations with familial, sociodemographic and birth characteristics.
in Clinical epigenetics
Plusquin M
(2018)
DNA Methylome Marks of Exposure to Particulate Matter at Three Time Points in Early Life
in Environmental Science & Technology
Odintsova VV
(2019)
DNA Methylation Signatures of Breastfeeding in Buccal Cells Collected in Mid-Childhood.
in Nutrients
Morales E
(2014)
DNA methylation signatures in cord blood associated with maternal gestational weight gain: results from the ALSPAC cohort.
in BMC research notes
Sasaki A
(2022)
DNA methylation profiles in the blood of newborn term infants born to mothers with obesity.
in PloS one
Relton CL
(2012)
DNA methylation patterns in cord blood DNA and body size in childhood.
in PloS one
Juvinao-Quintero DL
(2021)
DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts.
in Clinical epigenetics
Küpers LK
(2015)
DNA methylation mediates the effect of maternal smoking during pregnancy on birthweight of the offspring.
in International journal of epidemiology
Briollais L
(2021)
DNA methylation mediates the association between breastfeeding and early-life growth trajectories.
in Clinical epigenetics
Wiklund P
(2019)
DNA methylation links prenatal smoking exposure to later life health outcomes in offspring.
in Clinical epigenetics
Joubert BR
(2016)
DNA Methylation in Newborns and Maternal Smoking in Pregnancy: Genome-wide Consortium Meta-analysis.
in American journal of human genetics
De Vocht F
(2018)
DNA methylation from birth to late adolescence and development of multiple-risk behaviours.
in Journal of affective disorders
Lozano M
(2022)
DNA methylation changes associated with prenatal mercury exposure: A meta-analysis of prospective cohort studies from PACE consortium.
in Environmental research
Mukherjee N
(2021)
DNA methylation at birth is associated with lung function development until age 26 years.
in The European respiratory journal
Richmond R
(2017)
DNA methylation as a marker for prenatal smoke exposure in adults
Richmond R
(2018)
DNA methylation as a marker for prenatal smoke exposure in adults
in International Journal of Epidemiology
Cecil CA
(2016)
DNA methylation and substance-use risk: a prospective, genome-wide study spanning gestation to adolescence.
in Translational psychiatry
Richmond RC
(2016)
DNA Methylation and BMI: Investigating Identified Methylation Sites at HIF3A in a Causal Framework.
in Diabetes
Rathod A
(2022)
DNA Methylation and Asthma Acquisition during Adolescence and Post-Adolescence, an Epigenome-Wide Longitudinal Study
in Journal of Personalized Medicine
Elliott HR
(2014)
Differences in smoking associated DNA methylation patterns in South Asians and Europeans.
in Clinical epigenetics
Relton C
(2015)
Data Resource Profile: Accessible Resource for Integrated Epigenomic Studies (ARIES)
in International Journal of Epidemiology
Alfano R
(2023)
Cord blood epigenome-wide meta-analysis in six European-based child cohorts identifies signatures linked to rapid weight growth.
in BMC medicine
Richardson TG
(2016)
Collapsed methylation quantitative trait loci analysis for low frequency and rare variants.
in Human molecular genetics
Felix JF
(2018)
Cohort Profile: Pregnancy And Childhood Epigenetics (PACE) Consortium.
in International journal of epidemiology
Robinson N
(2021)
Childhood DNA methylation as a marker of early life rapid weight gain and subsequent overweight.
in Clinical epigenetics
Singmann P
(2015)
Characterization of whole-genome autosomal differences of DNA methylation between men and women.
in Epigenetics & chromatin
Singmann Paula
(2015)
Characterization of whole-genome autosomal differences of DNA methylation between men and women
in EPIGENETICS & CHROMATIN
Sunny SK
(2020)
Changes of DNA methylation are associated with changes in lung function during adolescence.
in Respiratory research
Description | This research has generated a large scale resource for epigenetic epidemiology research.. It is the first resource of its kind to make large scale DNA methylation data from a population based cohort, generated from serial samples from the same individuals, openly accessible for research use. It has resulted in numerous published outputs involving both methodological developments and epidenome-wide association study findings. ARIES is a major (founding) contributor to several epigenomic consortia. |
Exploitation Route | Data are available via ALSPAC and are widely used by researchers from numerous international institutions. |
Sectors | Environment Healthcare |