Proposal summaries
B3190 - Social Skills in a Changing Labor Market - 16/10/2018
Across the developed world, employment has declined in middle-wage `routineâ jobs and increased strongly in jobs requiring a degree. Recent evidence from the U.S. and Sweden indicates this change is associated with an increase in the demand for jobs requiring social skills. Over the last 30 years the UK labour market has witnessed a well-documented increase in the supply of graduates while the occupational structure has shifted towards managerial jobs. However, there is no strong evidence as yet that these changes have benefitted workers with higher social abilities.
In this project we will investigate the labour market returns to social skills in the context of the UK. Thanks to the availability of long-running cohort studies, the UK offers an opportunity to examine unique data on individualâs characteristics, such as cognitive, socio-emotional, and physical abilities. ALSPAC is particularly suitable to our purposes as it also collects genetic information which can be used to carry out a Mendelian randomization research design to obtain causal estimates of the impact of social skills on wages or employment.
The changing labour market is at the centre of some of the most important social policy debates worldwide, especially those focused on the effect of artificial intelligence on the demand for different types of skills. We will contribute to these debates by providing novel evidence of the relationship between different types of skills and labour market outcomes.
B3193 - Polygenic risk score analyses of adult psychopathology and childhood internalizing ADHD and social problems - 09/10/2018
Several longitudinal cohort-based studies have shown that the onset of various psychiatric disorders in adulthood are often preceded by psychiatric symptoms and disorders in childhood and adolescence (Kessler et al., 2007, Rao and Chen, 2009). Similarly, childhood psychopathology has been found to be associated with physical traits including BMI, as well as adversely affecting cognitive traits like IQ and educational attainment (Pine et al., 2001, Singh et al., 2013, Costello and Maughan, 2015). These individuals typically go on to have less favorable outcomes in areas of adult functioning related to health, SES and social relationships/isolation (Copeland et al., 2015, Costello and Maughan, 2015).
The goal of this project is to carry out large-scale analyses of the genetic overlap between adult psychiatric disorders and related traits, and childhood and adolescent psychiatric phenotypes. To achieve this, this study will use available GWAS summary statistics data on adult psychiatric disorders and related traits to construct polygenic risk scores (PRS), as well as phenotype data on childhood internalizing behaviour, ADHD/Attention Problems and Social Problems from multiple suitable cohorts. Specifically, we will test the ability of the PRS to predict childhood and adolescent psychopathology in a regression model that tests the association between each polygenic score and each trait at different ages, thus allowing us to test for differences in the associations between different PRS and childhood psychopathology across cohorts, outcomes and age.
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 CAPICE consortium.
B3189 - heDevelopment of adiposity and physical activity during preadolescence through adulthood Pooled analysis of three birth cohorts - 03/10/2018
B3188 - GWAS of glycosuria - 03/10/2018
Glycosuria is a common disorder of pregnancy characterised by the presence of glucose in urine. Glycosuria may be caused by an increase in blood glucose such that the renal tubules are overwhelmed and complete reabsorption of presented glucose is not possible, a benign lowering of the renal threshold, or inhibition of renal tubule reabsorption 1,2. Primarily a result of a lower renal threshold, which is a consequence of increased renal blood flow, glycosuria during pregnancy may be a product of gestational diabetes and shows evidence as an indicator for later life adversity such as offspring risk of obesity 1,3.
Genes predisposing to type 2 diabetes have been associated with gestational diabetes 4 and there is growing evidence that impaired glucose regulation in pregnancy, including glycosuria, is associated with negative metabolic outcomes for offspring such as non-alcoholic fatty liver disease 5. Patients who develop gestational diabetes are at increased risk of gestational diabetes in future pregnancy, as well as being at risk of developing type 2 diabetes over the life-course 4. The presence of glycosuria may indicate future adverse outcomes in pregnancy and the life-course. To identify genetic variants associated with such a phenotype and to provide greater understanding of disease development, progression, and related complications we will set out to conduct a genome-wide association study (GWAS) of glycosuria during pregnancy, and investigate the genetic overlap between identified loci and multiple diabetic-related traits.
1. Lawlor, D. A. et al. Association of existing diabetes, gestational diabetes and glycosuria in pregnancy with macrosomia and offspring body mass index, waist and fat mass in later childhood: findings from a prospective pregnancy cohort. Diabetologia 53, 89-97, doi:10.1007/s00125-009-1560-z (2010).
2. Ferrannini, E. Learning From Glycosuria. Diabetes 60, 695-696, doi:10.2337/db10-1667 (2011).
3. Patel, S. et al. Associations of Gestational Diabetes, Existing Diabetes, and Glycosuria With Offspring Obesity and Cardiometabolic Outcomes. Diabetes Care 35, 63-71, doi:10.2337/dc11-1633 (2012).
B3184 - Drivers and consequences of physical activity among children and young people Analyses of linked cohort and electronic records - 26/09/2018
There is increasing â although still insufficient â evidence to link a multiplicity of benefits to regular physical activity in children and young people (CYP). Despite this, many CYP are insufficiently active. This research aims to improve our understanding of a) the complex interrelationships between individual, social and environmental factors that drive involvement in this behaviour, and b) associations between physical activity and health, and academic achievement. This five-year project will involve secondary analyses of data from four longitudinal well-characterised cohort studies in the UK, including ALSPAC. All of the studies have detailed information on physical activity and linked administrative (medical and education) records.
B3187 - Co-development of sensory activity and mental health symptoms - 25/09/2018
We all perceive the sensory world around us differently. Some autistic children for example are overwhelmed by sounds or touch. This can make everyday situations such as visiting a busy supermarket a challenging task for families. Being overly sensitive has also been linked to anxiety. This project will explore if sensory reactivity, such as being oversensitive to sounds, can predict later anxiety and related mental health symptoms. To do so we would analyse already collected ALSPAC data on sensory reactivity and mental health symptoms from 6 months of age onwards. This includes already collected caregivers questionnaires about how their child reacts to the sensory world around them, such as sounds and lights, and questions about anxiety. That way we can test if the relationship between sensory reactivity and anxiety and related mental health issues is stable over time. Also we can test if early sensory reactivity can predict later mental health symptoms. Identifying whether sensory reactivity predicts mental health symptoms over time could lead to a clinical impact. If sensory reactivity symptoms such as being oversensitive to sounds are identified and treated earlier, it might be possible to reduce the impact of subsequent mental health problems, such as anxiety. Last, this project will allow us to investigate genetic underpinnings of sensory reactivity and identify potential biomarkers for sensory reactivity issues, such as hyper-and-hypo reactivity.
B3185 - Assessment and harmonisation of cognitive measures in Britsih Cohort Studies - 25/09/2018
A widely-used feature of the British birth cohorts is the wealth of cognitive measures collected throughout childhood, and in adult life. Nevertheless, the cognitive tests vary widely, both within and between cohorts. This project will test the cognitive measures in the cohort studies, including their relationship across a range of outcomes: subsequent cognitive scores; educational attainment; occupational attainment and income; mental health and wellbeing; physical health. We will assess the extent to which common scales, and/or scales assessing whether they measure the same construct. We will assess to what extent cognitive scales within the studies can reliably be used in cross-cohort analyses, and which scales are best suited to such comparisons. We will also assess whether socio-economic origins, cognitive scores, educational attainment, and socio-economic destinations has changed over time, and what implications this has for wider inequalities.
B3183 - Genetic basis of handedness and relationship to complex disease - 25/09/2018
Genes help determine whether an individual is left- or right-handed, but the genes that contribute to handedness are mostly unknown. The goal of our study is to identify genetic factors that determine handedness by comparing genetic information from left- and right-handed individuals. We also plan to compare genetic data for handedness to data from other traits and diseases to determine whether handedness is correlated with later risk of disease.
B3182 - From Human GWAS to Muscle Biology - 25/09/2018
B3181 - Exposure to Gestational Diabetes and Blood Pressure Trajectories in Offspring - 25/09/2018
The health of pregnant mothers can influence the health of her offspring across their entire lifespan. In high income countries, as many as 1 of every 10 mothers experiences diabetes during pregnancy. The impact of exposure to diabetes during pregnancy on the heart health of offspring is poorly understood. We recently found that individuals exposed to diabetes in the womb were 2-3 times more likely to develop high blood pressure and heart disease in their teens and early 20s, compared to individuals not exposed to diabetes in the womb. We want to determine if this is something we can detect in childhood or adolescence and possible reasons why maternal diabetes could predispose children and adolescents to high blood pressure and heart disease later in life.
B3180 - Colocalization analyses - 25/09/2018
Colocalization analysis is used to explore whether two traits share the same causal variant at a particular genetic locus.
B3179 - Sex hormones parental socialisation and gendered development of interests competencies and occupational aspirations - 25/09/2018
Despite increasingly gender egalitarian ideals, remarkable gender gaps persist in childrenâs early development and subsequent education, labour market and family choices. The question as to what extent biological factors, such as (prenatal) sex hormones, moderate or set a limit to social influences has received growing attention over the past decade. Yet our understanding of these relationships remains patchy and much remains to be explored. This project takes an interdisciplinary approach and integrates theoretical perspectives from sociology, social and clinical biopsychology and neuroscience. To-date, the number of empirical studies, which considered at least one measure of sex hormones and at least one set of socialisation factors or applied other innovative designs to shed light on the interaction of hormonal and socialisation influences, are limited (e.g., Berenbaum, Bryk and Beltz 2012; Davis and Risman 2015; Hines et al. 2002; Udry 2000). Drawing on the Avon Longitudinal Study of Parents and Children (ALSPAC), we will investigate how prenatal sex hormones and gendered parental environments and role modelling influence childrenâs interests in school subjects at different ages and the gender (a)typicality of their occupational aspirations and actual choices during adolescence and young adulthood. We extend the current literature by using prospective reports by parents and children over longer periods from early childhood to young adulthood. The findings will contribute to a better understanding as to what extent malleable environmental conditions may be more or less effective in altering gender differences in childrenâs identities, academic and occupational aspirations and choices.
B3167 - HDR UK ATLAS - 19/09/2018
What is your Research Question
Can we enable research by producing and maintaining an up-to-date tool that summarises the tissue, longitudinal study data, archives and samples (âresourcesâ) in all viable UK collections and data harmonisation repositories? The combination of resources across multiple and complementary data/participant/sample sets can lead to substantial research contributions. The research resource landscape in the UK today ranges from the âmacroâ to the âmicroâ, but where viable1, these different collections can be complementary in efforts to dissect important research questions. Learning from the experiences light touch, dynamic and responsive consortia, we seek to provide a shop window for resources which is comprehensive, automatically updated and facilitates impactful research.
B3177 - Association between initial EPDS and long-term outcomes 19-02-2018 - 174222 - 24/10/2018
Postpartum depression (PPD) is a common occurrence among women who have just given birth. It has serious consequences for both the woman herself, and her family. PPD can have short term impacts, which can include feeling depressed, having difficulty performing normal tasks at home or work, and loss of interest in her new baby. It can also have long-term impacts, particularly for the children of women who are experiencing PPD. Research suggests that PPD and other mental health disorders affecting women who have just given birth can have serious economic implications, potentially costing up to £8.1 billion annually if the impacts on the children are considered (Bauer et al., 2014).
Recent research (Netsi et al, 2018) assessed long-term outcomes for mothers and offspring related to PPD using the ALSPAC data and found that severe PPD that persists past 8 months after birth is associated with an increased risk of negative outcomes for children on a large number of measures. We aim to build on their findings by evaluating whether early PPD (defined as PPD that occurs at the end of pregnancy and through 2 months following birth but which may resolve before the 8 month mark) similarly impacts long-term outcomes for women who have just given birth, their partners, and their children. We hope to track the impact of PPD on the likelihood of later depression for parents and children, as well as behavioral problems, antisocial behavior, psychosocial disorders, and academic achievement for children. We will use multivariate modeling techniques to account for factors that may confound the association.
B3178 - Association of dietary fat intake in infancy and early childhood with serum leptin concentrations and body fat in later life - 18/09/2018
Excess body fat is a critical public health problem with an increasing frequency worldwide. To develop strategies for prevention it is important to identify predisposing factors related to nutrition. A previous study has suggested that a high fat intake in infancy is related to a lower body fat and lower serum leptin concentrations at age 20 years, suggesting that early low fat intake could increase the susceptibility to development of overweight and leptin resistance at later ages. This is known as early fat programming. Studies in rats are in line with these finding in humans. The relationship between dietary factors and adiposity may be modified by child sex since there is a difference in some circulating hormones that is present from an early age. This hypothesis needs to be tested in a larger cohort where males and females can be assessed separately.
B3176 - Identifying blood-based DNA methylation biomarkers of cannabis use - 11/09/2018
Cannabis is the most commonly used illicit drug in the US, with 14% of Americans aged 12 or older reporting use during 2016 and 44% reporting lifetime use. Both acute (e.g., impaired motor function) and chronic health effects (e.g., dependence, cognitive function) of cannabis use have been reported. However, efforts to assess the scope of the adverse effects are hampered by under-reporting and the lack of available biomarkers which can reliably quantify cannabis usage patterns. Thus, there is a need to develop robust biomarkers of exposure to more accurately identify usage patterns in order to monitor those in treatment for adherence, fill-in missing cannabis use history, and/or predict health consequences. DNA methylation (DNAm) represents an excellent candidate for biomarker research, as it has the potential to differentiate acute vs. chronic exposure, timing of exposure, and cumulative exposure.
The overarching goal of the study is to identify the first reliable and useful blood-based DNAm biomarkers for cannabis use phenotypes. To achieve our goal, we propose to leverage the ALSPAC study, along with existing data from ~7 other cohorts to conduct the largest epigenome-wide (genome-wide DNAm) meta-analysis for any cannabis use phenotype to date (N~10,000 individuals across cohorts). From this, will identify and validate DNAm biomarkers of cannabis use representing general biomarkers (i.e., without regard to the etiology of the DNAm differences, possibly providing the greatest overall predictive ability), and those enriched for either exposure- or genetically-driven effects (i.e., DNAm as a mediator between genetic variants and cannabis use).
B3173 - PLAGEO Placental tissue gene expression and multi-omics - 06/09/2018
The placenta is a temporary organ that is essential for a healthy pregnancy, normal growth and development of the fetus, and hence birth of a healthy infant. Placental dysfunction increases the risk of pregnancy loss (stillbirth or miscarriage), hypertensive disorders of pregnancy, gestational diabetes, preterm delivery, babies who are born too small or too large, death in the first year of life and cerebral palsy. We do not know how the placenta works. There are methods that can be used on placental tissue (collected after birth) to measure how the placenta works at a molecular level. However, it is not known how well these methods perform in large scale cohort studies like ALSPAC. The advantages of using these methods in cohorts like ALSPAC are that those studies have lots of information on the pregnancy and mother and child's health(which most studies that have used these methods do not). However, it is not easy in cohorts to collect placental tissue with the same rigour that has been used in placental research focused studies. In particular the time between delivery of the placenta and processing is suggested to ideally be 30 minutes, but this is not possible when placenta are being retrieved from hospitals and brought to a University laboratory like BBL. Whether longer time intervals make the measurements unreliable is not known. In this 'proof of concept' grant we will measure placental function at a molecular level by assessing gene expression, DNA methylation, and metabolites in detail using placenta from the ALSPAC-G2 cohort. We will assess how these measures relate to time interval between delivery and initial processing and undertake some preliminary research analyses.
B3174 - Transmission of health within families via the gut microbiome - 06/09/2018
Obesity, happiness and smoking patterns are among some of the phenomenon that seem to be influenced by an individualâs social network, exhibiting a âthree degrees of influenceâ property. Transmission of gut bacteria could be a potential mechanism for transmission of genetic traits from one individual to another. Hence, it could potentially provide a plausible mechanistic explanation for some of the social patterns transmitted within social networks. Understanding the extent of gut microbiome transmission can help us elucidate some of social patterns that we observe in the human population.
B3171 - A molecular test of the Nature of Nurture in the psychosis pathway - 30/08/2018
The experience of maltreatment and neglect during childhood is among the strongest predictors for psychosis development later in life, but the underlying mechanisms remain subject of wide speculation. The overall goal of this project is to explore how parental genes that are not passed on to the child can help explain the association between adverse childhood experiences and psychosis through their contribution to the childâs environment.
A childâs exposure to a certain environment partially depends on the genes they inherit from their parents (for instance, genetic predisposition for risk-taking can affect the degree to which an individual seeks stressful life events). Importantly, we now know that genes of the parent that are not transmitted can nonetheless significantly shape the child through their impact on the parentâs behavior. This phenomenon, referred to as âgenetic nurturingâ, has typically been ignored in genetic studies, but may point to potential preventable exposures.
With increasingly powerful âgenetic risk scoresâ (i.e. the sum of risk genes that have shown to be associated with a disorder), we are now able to test the role of genetic nurturing in psychosis development.
Leveraging the Avon Longitudinal Study of Parents and Children (ALSPAC) study, we will be able to integrate genetic and developmental data on over 3,000 individuals that were followed up from birth up to age 24 - as well as their parents. This will give us the unique opportunity to examine the effect of genes that are not passed on to the child in the childhood adversity-psychosis relationship.
B3165 - The sins of the father does paternal smoking in the prenatal period influence offspring respiratory disorders - 29/08/2018
The link between maternal smoking in pregnancy and asthma or wheeze in offspring is well-documented, but emerging evidence suggests that paternal smoking could also impact child health. This project aims to investigate to what extent paternal smoking in the prenatal period can causally affect childhood respiratory function, through a direct effect (e.g. via the male germline), or via an indirect intrauterine effect of maternal (passive) smoke exposure. Findings will help indicate whether or not fathers could be an effective (but currently understudied) target for interventions designed to lower the rate of childhood respiratory disorders.