Proposal summaries
B3006 - Prenatal Exposure to Endocrine Disrupting Chemicals and Anti-Mullerian Hormone Concentrations in Female ALSPAC Participants - 05/12/2017
The reproductive lifespan of the woman is largely determined by factors that regulate the number of follicles laid down during fetal development and their subsequent degeneration rate during adult life. Of concern is a possible role of endocrine disrupting chemicals (EDC) in dysregulating the number of follicles or in promoting depletion of the follicle pool. EDCs have been detected in human ovarian follicular fluid. In addition, concentrations of certain EDCs detected in cord blood and amniotic fluid from pregnant women suggest human fetal exposure and the possibility of follicular alterations beginning at an early developmental stage. To date, the literature assessing potential human effects of exposure to environmental EDCs on markers of ovarian reserve, such as anti-müllerian hormone (AMH), is sparse. Our goal is to contribute to current knowledge by conducting secondary analysis of data collected in female adolescents participating in the Avon Longitudinal Study of Parents and Children (ALSPAC) to assess the association of prenatal exposure to PFAS and organochlorine pesticides with AMH concentrations. We will also assess temporal changes in AMH concentrations in relation to these exposures. The ALSPAC is a population-based, birth cohort with a long follow-up period and extensive data collection including the assessment of clinical measures in a large subset of participants. Results of the proposed study will address the rather sparse, existing evidence and support the development of new hypothesis.
B2997 - GDF15 and its role in nausea and vomiting in pregnancy - 06/12/2017
Based on what is known about the biology of the TGFbeta like molecule GDF15, it has been hypothesised to play a role in the nausea and vomiting or pregnancy. In ~700 samples from the Cambridge Baby Growth study, plasma levels at 15 weeks of pregnancy are significantly associated with vomiting in the second trimester and with anti-emetic use . Indeed, analysis of hyperemesis in Biobank (John Perry) finds nominally significant results of SNPs close to the GDF15 gene
At a recent meeting, evidence was shown illustrating further support for this relationship and as a result, the proposed experiment here aims just to assess the contribution of genetic variation (in mother child) to hyperemesis in ALSPAC index mothers.
All analyses will be carried out by Laura Corbin who is in my group and who is a direct used.
B2996 - Creating a West African BioResource for Nutritional Genetics and Epigenetics - 06/12/2017
So far we have created a truly unique resource for sub-Saharan Africa supporting a wide range of robust and innovative study designs providing novel insights into the complexities of nutrition-disease interactions. Recent outputs have appeared in journals covering basic science (PLoSGenetics, Genome Biology, Human Molecular Genetics, Nature Communications, FASEBJ and Scientific Reports, with papers currently under review at Genome Biology and Cell), medicine (EBioMedicine, PLoSMedicine, Lancet, JAMA) and global public health (Lancet Global Health, PNAS) as well as in the core nutrition journals (AJCN, J Nutr). We summarise some of these experimental approaches and the insights they have yielded below. To date these outputs have all been driven by the local MRCG investigators with assistance from expert international collaborators as appropriate to each study. This approach has been very successful but is necessarily constrained by the intellectual bandwidth of the core investigators, the time available and by funding. The resource has ample spare capacity to be used more intensively.
Our challenge now is to capitalise on the existing legacy of the MRCâs, investigatorsâ and participantsâ investment to maximise academic outputs with strong pathways to impact in global health. To achieve this we wish to partner with a large team of investigators based in Bristol around the trio of infrastructure between the Avon Longitudinal Study of Parents and Children (ALSPAC), the Bristol Bioresource Laboratory (BBL) and the MRC Integrative Epidemiology Unit (IEU). Together they have created a world leading system of cohort curation, resource storage and use which is exemplified, inter alia, by the fact that ALSPAC has just celebrated its 1500th publication and remains routinely used (for bioresources and data) by a large and active international collaborator group. We will work with the Bristol teams across a wide range of disciplines (legal and governance, human tissue biobanking, laboratory practices, genotyping and epigenotyping, data archiving and mining, bioinformatics and publicity) to âclone and adaptâ their existing procedures in order to professionalise and externalise what we will term the West African BioResource (WABR).
B3003 - Emotion recognition in cannabis users - 04/12/2017
Cannabis users report increased feelings of friendship, empathy and interpersonal warmth while experiencing the acute effects of cannabis. However, previous studies have reported that cannabis users find it harder to identify other emotions while under the influence of cannabis. Few studies have examined the long-term effects of using cannabis on an individualâs ability to perceive emotion. Additionally, previous studies have not examined differences in emotional perception at different levels of cannabis use.
In a small pilot study of 20 cases (heavy cannabis users) and 20 controls (non-users), we found evidence that cannabis users had a stronger bias to correctly identifying emotions, in particular anger. They were also less likely to incorrectly perceive disgust, fear and surprise. However, due to the small sample size of this study, results are currently underpowered.
We aim to extend this research into the ALSPAC cohort. Using data on cannabis use between the ages of 18 and 21 and emotion recognition data at age 25, we will be able to examine this is a much larger sample that is representative of the young adult population in the UK.
B3000 - The influence of breech presentation on adolescent skeletal health and indicators of skeletal loading - 30/11/2017
Skeletal health (bone shape/size/density/mass, and joint shape) is an important determinant of mid-life musculo-skeletal diseases including osteoporosis/fractures and osteoarthritis. Factors acting across the lifecourse from in-utero to older age influence skeletal health and our previous research suggests early-life skeletal loading may be important for healthy skeletal development. For example, we have shown that children who reach motor milestones, e.g. walking, jumping, at older ages than average have smaller, weaker bones and different joint shapes even in adolescence and old age. We postulate that this is due to both delayed early-life leg loading and because late walkers tend to be less active throughout life which also affects skeletal health.
Skeletal growth is quickest during the intrauterine period, when the skeleton is first assembled. However, there is little information on how skeletal loading during intrauterine development influences bone health. Objective assessment of fetal movements are difficult, but fetal position â breech or cephalic â will influence movements with these likely to be lower in breech infants as leg movement is constrained. Our research, and that of others supports this, showing that breech-born babies have smaller bones and different hip shape at birth compared to cephalic-born children. However, it is unclear whether these differences continue into later childhood, and whether they are explained by differences in activity post-birth. The aim of this study is to examine skeletal health in breech and cephalic-born children in adolescence, and to what extent any differences are explained by differences in physical activity and body composition between these two.
B3004 - PACE analysis of maternal depression anxiety and life stress during pregnancy and methylation profiles in the children - 05/12/2017
Prenatal maternal stressors can affect a childâs later life health (Van den Bergh et al., 2017). Candidate gene studies indicate DNA methylation is a potential underlying mechanism (Nagarajan et al., 2016), but to date no individual locus survived multiple testing correction in epigenome-wide studies (Rijlaarsdam et al., 2016). Thus, we aim to examine the association between prenatal maternal stress (depression, anxiety, and stressful life events) and offspring DNA methylation in a meta-analytical setting (the Pregnancy and Childhood Epigenetics, PACE, Consortium).
B3002 - Efficient and Transparent Methods for linking and analysing Longitudinal Population Studies and Administrative data - 09/01/2018
The Wellcome Trust Longitudinal Population Study (LPS, which includes studies like ALSPAC) Strategy states that research methods are needed to i) underpin efficient linkage of multiple datasets, ii) quantify potential biases resulting from linkage and how this impacts on results, and iii) to handle linkage error in data analyses. Our study aims to maximise the value of LPS by providing improved methods for linkage and analysis, building on previous work in these areas.
B2999 - Developmental trajectories of bone mass and associations with markers of pubertal timing - 30/11/2017
The aim f this study is to examine the patterns of bone mass acquisition from age 9 up to age 25 years (based on measures extracted from DXA scans performed on ALSPAC index offspring at (approx.) ages 9, 11, 13, 15, 17 and 25). The study will explore sex differences in the patterns of these developmental bone mass trajectories and examine how these patterns relate to pubertal timing, specifically the age at peak height velocity and genetic markers/risk scores for timing of puberty.
B2998 - Age specific BMI SNP effects SNP effect look up - 29/11/2017
This is a simple look up request for basic association signals for BMo in ALSPAC by age. This is to help address reviewer comment for a paper being written by Dr Wheeler.
B2986 - Is mental illness related to the subsequent experience of violence and is this mediated by substance use or social networks - 13/03/2018
Violence, towards both men and women, is an important public health problem and results in reduced wellbeing, worse quality of life and greater use of care and allied services. People with mental illness often report greater experience of violence and crimes, as victims, than those without mental illness. However, this research area is limited by challenges in routinely enquiring about and measuring violence and crimes using self-report, a lack of follow-up studies, and differences between those who choose to participate in studies, or report violence, and those who do not. Evidence on a possible relationship between mental illness and later exposure to violence and crime is inconclusive. My ALSPAC proposal will examine whether mental disorders increase risk of later exposure to physical and sexual violence and whether this relationship is explained(mediated) by changes in social behaviour which occur as a result of mental illness, but which also increase risk for later experience of violence. This proposal forms part of a funding application to study this question across different types of data to arrive at stronger conclusions - observational data from a birth cohort study(ALSPAC, the present proposal), electronic health record data from London, and national data from Sweden. Identifying the reasons for association between mental disorder and subsequent experience of physical and sexual violence could be important in prediction, and in improving safety and quality of life in people with mental illness.
B2985 - Using Mendelian randomization to verify reverse paradox for the association of birth weight with blood pressure in later life - 16/11/2017
Low birth weight has been classified as a risk factor for cardiovascular disease by the World Health Organization (WHO).1 This strategy was supported by many observational studies since 1980s, showing lower birth weight was associated with higher blood pressure in later life.2-4 Some researchers explained this inverse association as a 'reverse paradox', which resulted from an over-adjustment for current weight status.5 A recent study of the 1958 British birth cohort used twin status as an instrumental variable, and reported no effect of birth weight on hypertension.6 Nevertheless, it remains unclear that to what extent the effects of birth weight on blood pressure are mediated by body mass index (BMI) throughout life.
B2995 - Channels behind genetic information and educational achievements - 13/03/2018
Studying differences in the level of education an individual obtains is an popular topic among scientists. In many studies education has been found to have a positive effect on wages, health, crime and other aspects. However, the determinants of education turn out to be far more puzzling than its effects.
I will explore the mechanisms behind the associations between genetic variants and education reported in Rietveld et al. (2013) and Okbay et al. (2016). Particularly, understanding the social mechanisms of these effects at earlier ages, where educational performance is more routinely and more precisely assessed, is important for parents and teacher.
B2994 - Equal for opportunities the origins of educational mobility and its consequence on cardiovascular health - 29/11/2017
Objectives: To assess what family socioeconomic attributes determine child educational achievement, and whether educational mobility affects cardiovascular disease (CVD) risk factors in young people. Design: A comparative study of two prospective birth cohorts.
Participants: 3,200 Chinese adolescents in Hong Kongâs âChildren of 1997â birth cohort and 6,000 British adolescents in the Avon Longitudinal Study of Parents and Children.
Exposure: Parental socioeconomic position and parent-child educational mobility.
Outcomes: Educational attainment from public examination scores and CVD risk factors (body mass index, blood pressure, lipids and glycemic traits).
Expected results: Determinants of child educational achievement are culturally sensitive, but we expect them to be responsive to parental education and/or occupation in Hong Kong and the UK. Influence of educational mobility on CVD risk factors is universal, but stronger in migrant children.
Significance: These findings will inform strategies to promote social mobility in Hong Kong and will be highly relevant to the rest of China where educational opportunities are improving but challenges remain with mass internal migration.
B2993 - Genome-wide association meta-analysis of internalising problems in childhood and adolescence - 16/11/2017
Internalising problems are highly prevalent in childhood and classical twin studies have shown that the phenotype is partly heritable. However, no genetic variants have been unambiguously identified to be associated with childhood internalizing problems. It is likely that with increased sample sizes will yield sufficient power to detect genome-wide significant effects of single nucleotide polymorphisms (SNPs). The main aim of the current investigation is to conduct a large-scale genome-wide association meta-analysis of internalising problems in childhood and adolescence by combining data from multiple cohorts.
A GWAS of emotional problems as measured by the SDQ throughout childhood and adolescence will be performed using imputed genome-wide SNP data from the offspring. Summary results will be transferred to the analytical team in Amsterdam who will meta-analyse the ALSPAC data along with several other cohorts from the EAGLE consortium.
B2988 - DNA methylation as a biomarker of risk of adverse pregnancy outcomes - 16/11/2017
The management of reproductive and perinatal care has never been so advanced. However, a high proportion of pregnancies still have adverse outcomes. These can range from hypertensive disorders of pregnancy to preterm or stillbirth.
Gestational diabetes mellitus (GDM) affects between 1 and 14% of pregnant women, depending on the sample and criteria used. Due to overnutrition and underactivity in the developing world, this number is expected to rise. In GDM, there are extensive complications for both mother and offspring. Postnatal complications for the mother include type 2 diabetes, obesity and cardiovascular dysfunction. The offspring of mothers born with GDM have nearly double the risk of being obese and hyperglycaemic, both have been linked to long-term health complications.
Many interventions are in place to reduce the prevalence and severity of GDM. However, there is a need for GDM to be diagnosed earlier during the pregnancy and treated accordingly. DNA methylation is a mechanism by which certain environmental exposures affect gene expression without altering DNA sequence and has been used as a biomarker for diseases including a variety of cancers. In this project, we aim to use longitudinal birth cohorts to investigate the relationship between DNA methylation, GDM and related factors such as body mass index, smoking, maternal age and parity.
We hope that these investigations will improve our understanding of the mechanisms underlying GDM and possibly lead to the development of a tool that uses DNA methylation in pregnant mothers for early detection of GDM. Ultimately, we hope to identify effective strategies for the prevention and management of GDM.
B2987 - Genomic prediction to refine ASD genetic risk model - 16/11/2017
Autism spectrum disorder (ASD) is a complex disorder involving both genetic and environmental contributions to the risk. It appears that heritable genetic factors play a large role in liability at the population level. There are, however, some results that seem at odds with our understanding of ASD genetic risk. For example, there is a low correlation of parents and probands in autistic traits. This deviation could be due to ascertainment in research studies, or it could be due to a lack of fit of the model. Thus an important part of the ASD risk puzzle could be missing.
To form a complete picture of the architecture of genetic risk for ASD, we must understand better the relationship between genetic risk for ASD and autistic traits in the population. We propose to do so here by examining this relationship both in ASD families and in the general population.
B2931 - Antenatal Selection and the Parent-Child Gene Environment Challenging the Nurture/Nature Dichotomy - 16/11/2017
A long literature in psychology and sociology attempts to measure the relative contributions of ânurtureâ and ânatureâ to individualsâ life outcomes. Nature is characterized as principally consisting of a personâs genetic makeup, while nurture is treated as the social environment in which a person is born and raised, which includes parental investment in their childrenâs development. The relative emphasis on nurture or nature in scholarly argumentation is largely the product of disciplinary differences; increasingly, multidisciplinary work, spanning the social, biological and psychological sciences, emphasizes their complex interaction in producing outcomes. In this project, we hope to contribute to this burgeoning multidisciplinary endeavor by broadening the scope of how scientists conceive ânatureâ and ânurtureâ.
We plan to do this in two ways. First, we plan to examine the extent to which the genetic material a child receives at birth is, in fact, related to prenatal ânurtureâ, which includes the health, behaviors and the environment of the parents prior to, and over the course of the pregnancy. Although offspring receive exactly 50% of their genes from each parent, little is known about the survival of the fertilized egg. Depending on the genetic material of the zygote â the fertilized egg â the womb environment of the mother, or the sperm quality of the father, genetically different zygotes may survive past their initial fertilization. We can use a number of different factors, such as parental age and other stress factors, all of which are thought to result in harsher womb conditions, to study how zygote genetic makeup interacts with prenatal environment to predict zygote survival till birth. This would be evidence of ânurture before birthâ, and would affect the distribution of ânaturesâ in the population, complicating the dichotomy of nurture versus nature arguments in human development and life outcomes.
Second, we hope to compare prenatal environmental effects, if established by the first analyses, with the more traditional measures of the social environment in childhood development. In this stage of the research too, we hope to complicate how nurture and nature are defined. We will empirically examine the idea that parental choices are independent of their own genes. Studies have shown that the genes of parents, even when not transmitted to the offspring, have an effect on their outcomes later in life. The main pathway through which these un-transmitted genes affect childrenâs outcomes is via parental ânurturing practicesâ, which may or may not be influenced by parentsâ genes. Further, a nurturing parent confronts a child, who has his or her own nature, personality and behavior, allowing for a possible interaction between a parentsâ genes and nurturing behavior and a childâs genotype. Conceiving of parental behaviors as inelastic to and independent from the childâs own genetically-influenced interests, behaviors, and tendencies has been challenged by developmental psychologists. Parents may well adapt their parenting practices in response to children's interests and behaviors. For example, the extent to which a parent can adopt nurturing practices to a childâs antisocial behavior may be constrained by their genotype. We will examine the complex interactions in relation to educational outcomes of the child and cognitively stimulating parenting, since educational outcomes are of immense sociological interest, and they are among the most well-measured outcomes. We specifically consider (1) whether children's genetic makeup affects socio-emotional and cognitive skills, (2) whether children's genetic makeup evokes cognitively stimulating parenting, and (3) whether cognitively stimulating parenting moderates the relationship between children's genetic makeup and socio-emotional and cognitive skills.
B2983 - Multivariate genotypephenotype association in the human face - 16/11/2017
The human cranium is the most complex skeletal structure in the human body. It houses the brain and sensory organs, the airways as well as the masticatory apparatus. Precise and well-coordinated growth of cranial components thus is an inevitable prerequisite of functional development of the human head. Presumably, different regimes of stabilizing selection have enforced the evolution of mechanisms that protect aspects of cranial development against perturbations. These mechanisms are important for non-pathological cranial development, but at the same time, they may impede orthodontic and surgical treatment. In this project, we want to explore multivariate patterns of genotypeâphenotype association in the human face together with the stability of facial development, i.e., we want to explore and quantify the spatial and temporal pattern of auto-regulation during facial development. Our newly developed statistical methods and empirical results can find application in numerous biological and medical contexts, including medical genetics and neonatology, anthropology, and forensics.
B2984 - Genetic heterogeneity between studies - 16/11/2017
There is increasing concern that the non-random sampling of participants into major cohort studies may lead to spurious GWAS and Mendelian randomisation results.
The UK Biobank, ALSPAC and the 1958 cohort sampled individuals in different ways. The UK Biobank invited around 9 million individuals to attend a clinic, and around 0.5 million responded. These individuals are not a random sample of those invited to take part, for example they are more educated. Whereas ALSPAC sampled all mothers who gave birth within the Avon area. The 1958 cohort sampled all people born within a specific week in 1958.
This project will investigate whether there are any systematic genetic differences between the participants of the three studies.
B2978 - Analysis of copy number variation in relation to age at menarche and age at natural menopause - 13/11/2017
Age at menarche (first period) and natural menopause (last period) are heritable traits. The timing of puberty is thought to alter risk of several cancers, and knowledge of the genetics of these traits may help understand why. So far, hundreds of simple forms of genetic variation have been identified but even collectively these only explain part of the heritability of age at merarche and menopause. Copy number variations (CNVs) are a more complex form of genetic association which are associated with common diseases and traits, and may account for some of the missing heritability. This project aims to analyse the role of copy number variation in age at menarche and natural menopause for an international consortium called REPROGEN.