Proposal summaries
B2686 - The impact of childhood language impairment on educational and behavioural outcomes in early adulthood - 01/06/2016
Children’s language impairment is one of the most prevalent developmental conditions. Long term effects are largely unknown. Previous work using the ALSPAC cohort has shown that language impairment in early childhood (2 and 4 years) contributes to poorer emotional and behavioural functioning in mid-childhood. The proposed study will use the rich dataset to identify children with language impairment at the age of 8 years and investigate the relationship between speech/language impairment in childhood and subsequent impact on selected outcomes in early adulthood. These outcomes will include educational attainment, employment and antisocial activity. The results will feed into a large programme grant to NIHR, with the aim of evaluating an approach to language impairment interventions that are accessible, acceptable, and effective for children with language impairments from a range of social backgrounds in order to improve their language development and psychosocial functioning.
B2689 - Using Mendelian Randomization framework to determine whether there is a causal association between early menarche depression - 18/05/2016
This project is a MRC IEU PhD student mini project.
We have previously shown that an early onset of menarche is associated with increased levels of depression in 14 year old girls and we found evidence that this effect it causal. It is unclear, however, whether this effect persists beyond adolescence.
B2688 - Parenting in early life epigenetic change and child behavior - 18/05/2016
Parenting is intricately entwined with child development and many examples could be cited with regards to the links between parenting and child behavioral, cognitive, and health outcomes. Yet, it is unclear how parenting actually translates into the myriad outcomes studied to date. Although biological underpinnings are postulated, including altered stress response, brain maturation, and epigenetic signatures, these mechanisms are not well worked out. With respect to epigenetic mechanisms, there are still gaps in understanding how early parenting of human children affects their DNA methylation, whether the normative variation in parenting will result in any epigenetic changes, and whether parenting works THROUGH DNA methylation to produce behavioral outcomes in children.
B2685 - Association between oxytocin genetic variants and mood personality and addictive behaviour - 27/02/2017
Common genetic variants in the oxytocin receptor gene (OXTR) have previously been associated with social behaviours, personality and mood (Li et al., 2015; Saphire-Bernstein et al., 2011). Emerging evidence has demonstrated that genetic variants such as rs53576 and rs2254298 may play a role in social behaviour and interpersonal relationships, with individuals carrying homozygote G alleles having greater sociality compared to those carrying A alleles (Li et al., 2015). These individuals are also reported to have higher empathy and higher sensitivity to social cues (Connelly et al., 2014). There is also evidence to suggest that variation in OXTR is also associated with lower symptoms of depression and anxiety (Brune, 2012; Saphire-Bernstein et al., 2011). More recently, evidence has shown an association between OXTR variants and pathways to addictive behaviour such as alcohol and drug misuse, via an interaction with early environmental stressors (Buisman-Pijlman et al., 2014). Research in this area may uncover mechanisms underlying addiction and poor mental health. Identifying these mechanisms is crucial for improving and developing new treatments for these disorders.
Despite evidence linking OXTR with mood, personality and social behaviour, some of this research shows small effect sizes or contrasting results. For instance, a meta-analysis by Bakermans-Kranenburg and van Ijzendoorn, (2014) failed to find any association between rs53576 polymorphisms and sociality. However, a follow up meta-analysis by Li et al., (2015) found the opposite with modest effect sizes between this SNP and sociality.
One possible reason for contrasting findings could be the role of the environment and this interaction between the genetics and early environmental exposures. It has been established that early environmental factors play a role in developmental pathways (Buisman-Pijlman et al., 2014; Stingaris et al., 2014), yet not all research considers environmental factors playing a role in later mental health outcomes. Research exploring the role of the 5-HTTLPR genotype alluded to the importance of early life stressors and maternal depression on later childhood symptomology (Araya et al., 2008). Consequently, the role of the early environment must be explored when examining causes for maladaptive developmental pathways. A further point is that many of the studies use very small sample sizes that often fail to detect any of these complex and important effects. To further clarify the role of OXTR in personality, mood, social behaviour and addiction, research has to maximise all available output. Using from data from cohort studies provides a rich background of data and allows researchers to examine developmental pathways from an epidemiological approach, rather than opportunity sampling. Another bonus is that using cohort data allows for increased sample sizes that can help determine true effects. Using both phenotypic and genetic data from the ALSPAC study, this project will examine the association between OXTR and mood, personality characteristics, sociality and addictive behaviours. By using the ALSPAC database, this project can examine any interactions between genetics and early environmental factors (e.g., early life stress, parenting styles, socioeconomic status and parental depression) with these outcomes.
B2684 - Diagram based analysis of causal systems for understanding the causes of alcohol problems - 31/05/2016
The consequences of alcohol problems are vast, costing the UK economy dearly every year in terms of billing the NHS for A&E, the police service for road traffic accidents, and lost hours at work etc. On a personal level, the consequences of alcohol problems can be even higher and vary from headaches & hangovers to accidental death and liver cirrhosis.
We are aware of many factors which relate to drinking patterns, but we are uncertain why one person may be a heavy drinker and one person not. How factors like personality, family background, alcohol advertising (and many others) are related to alcohol problems is a vast and complex subject. Innovations in social science and statistics over the last few decades have given researchers new methods for trying to understand what causes health and social problems. Causal diagrams can help us use statistical analysis to understand ‘cause and effect’, but these visualisation can also help people ‘see’ research findings without looking at the statistical analysis.
The ALSPAC study has rich information about people’s lives so we can look at a range of factors related to drinking, this gives us a chance to crack the black box open and get a better understanding of causation of alcohol problems; and to build visualisations and graphs to better communicate cause and effect relating to alcohol. Improving our understanding will then allow the design of informed policies which target the actual causes of alcohol problems, causes identified according to the scientific method, rather than ideology or politics.
B2682 - Early speech and hearing difficulties dyslexia and literacy development - 13/05/2016
Difficulties learning to read are often attributed to difficulties processing speech. This study examines the comorbidity of parent reported speech and hearing difficulties associated with otitis media with effusion in the early years and the impact of these difficulties on later literacy development and, in particular, prevalence of dyslexia.
B2681 - Are associations between maternal risk factors and non-syndromic cleft lip and/or palate mediated by cord blood methylation - 04/05/2016
Many maternal risk factors have been implicated in the development of non-syndromic cleft lip and/or palate (CLP), including high BMI, smoking, alcohol, anticonvulsant use, vitamin B6 and folic acid levels. An increasing body of literature also suggests a role for epigenetics in regulating orofacial development. However, it is unclear whether identified maternal risk factors are causally associated with CLP or confounded by other factors, and human data on the epigenetics of CLP are lacking. Clarification of the true, causal risk factors for CLP and the biological processes through which they exert their effects will help advise preventative strategies to lower CLP incidence.
B2680 - ALSPAC exome generation - 11/08/2017
The goal of the proposed research is to examine the range of behavioral and cognitive profiles associated with strongly predisposing, rare genetic events for autism. Rare protein trucating variants have been associated with these conditions in clinical ASD populations, and we would like to complement the case-control findings with a general population consideration of their effects. This gene-first approach would aid in elucidating the nature of the noted risk relationships, most specifically the penetrance and phenotypic range of rare variant influence.
B2679 - DNA methylation profile in children with varying degrees of sun exposure - 03/05/2017
This project will investigate whether exposure to sunlight affects DNA methylation in peripheral blood samples of children of European descent living in Southwest England, searching for differential epigenetic signals between sun exposed and sun protected individuals. We will additionally examine how DNA methylation relates to pigmentary traits (some of them risk factors for skin cancer) and vitamin D levels.
B2678 - Association between paternal depressogenic cognitive style during pregnancy and offspring cognitive style 18 years later - 06/06/2016
It has been suggested that cognitive vulnerability that interacts with negative life events leads to depression. The cognitive vulnerability is an important target for interventions since it might be possible to modify the response to adverse events and thereby prevent depression. Little is known about the influences on cognitive vulnerability but previous research in ALSPAC (Pearson et al., 2013) has found that maternal cognitive vulnerability is associated with later child cognitive vulnerability independently of depressive symptoms in the mother or the child. It is possible this association results from the child’s modeling of the mothers’ cognitive vulnerability. We are not aware though of any previous research that has investigated the influence of paternal cognitive vulnerability on the cognitive vulnerability of the offspring. This study aims to investigate the relationship between paternal cognitive vulnerability and offspring’s cognitive vulnerability at 18 years using the ALSPAC data.
B2677 - The psychosocial and nutritional context of early onset conduct problem children - 20/04/2016
Conduct problems in children and young people include stealing, fighting and lying. Evidence suggests that children who develop such difficulties before the age of 10 (‘early onset’) are at a greater risk for a persistent pattern of criminal offending, and for numerous other adverse outcomes, later in life. Understanding how such conduct problems develop, including possible differences between those who develop them early and those who do not, is a crucial first step in helping us (i) identify which children are most at risk and (ii) develop targeted strategies to prevent or manage such problems.
We know already that children who show an early onset of conduct problems tend to come from come from more deprived circumstances characterized by poverty and high levels of psychosocial distress in their mothers. Maternal psychosocial distress is thought to impact development in a range of ways – including via influences on how a child develops in terms of biology. One of the ways a child’s biology is affected is that mothers suffering from psychosocial distress (e.g., depression, anxiety) tend to eat unhealthily. Therefore children of these mothers are also exposed to poor nutrition during pregnancy (i.e., what the mother eats). After birth and in early childhood, adverse experiences such as exposure to unhealthy nutrition (e.g., fat and sugar) may further affect the child’s development.
To date, however, existing conduct problem studies that have examined prenatal or postnatal adversity exposure have generally looked at maternal psychosocial distress or unhealthy diet, but not how the two may interact to affect child development and wellbeing. In addition, most researchers who have looked at unhealthy nutrition have done so by asking mothers to report on what they eat themselves and what they feed their children. Equally important are biological measures of diet, such as metabolites of food intake. This measure roughly allows a look at what sort of foods are being digested, including healthy fats (such as omega-3 from fish, walnuts, spinach) and unhealthy fats (such as omega-6, from vegetable oils used to fry crisps and chips, but also in cookies and fast foods). A favourable ratio of omega-3 to omega-6 fatty acids is important for healthy brain development in children. An unfavourable ratio associates with mental health problems in children and adults.
In this study we plan to address three key potential limitations of existing research: (1) Existing studies of conduct problems in children have not assessed the degree to which prenatal and postnatal maternal psychosocial distress associates with metabolites of omega-3 and omega6 fatty acids. (2) Research has not assessed the degree to which prenatal and/or postnatal omega-3 and omega6 fatty acids associate with early onset conduct problems. (3) It is not currently known if the risk for early onset conduct problems that is usually attributed to maternal psychosocial distress is also partly associated with an unhealthy ratio of omega-3 and omega-6 fatty acids. If our hypotheses are supported, the research could potentially provide an important psychosocial and biological framework for a better understanding of how maternal distress and nutrition can impact child development. This is an important research question, as nutrition is something that is changeable and therefore diet-focused interventions could benefit not only the children, but also the wellbeing of mothers.
This study will address each of these main limitations of the existing research. We are ideally placed to achieve these aims as we have access to dietary, behavioural and biological data already collected The Avon Longitudinal Study of Parents and Children (UK).
We hope that results from this research will help answer questions around why some children are more likely to show an early onset of conduct problems, and guide early intervention for high-risk children to prevent unhealthy dietary patterns that may underlie it.
B2676 - Evaluation of biological aspects of breastfeeding using omics data - 27/07/2016
Short-term health benefits of breastfeeding are clear. There is also evidence of long-term breastfeeding effects, including lower blood pressure and total cholesterol, reduced risk of obesity and type-2 diabetes, and higher performance in intelligence tests.
To have long-term effects, it is necessary that having been breastfed or not (as well as other aspects, such as quality and duration) gets “imprinted” in the body and such imprinting lasts until later life periods. In this regard, epigenetics (the study of specific regulators of where, when and how much genes – regions of the DNA that contain information to generate proteins and other products by the cell – are on or off) is of potential interest. Importantly, epigenetic modifications normally pass from one cell to another after cell division, so epigenetic modifications are not easily erased throughout cell cycles over time.
Previous studies using ALSPAC data reported that maternal smoking during pregnancy was associated with methylation (a type of epigenetic marker, consisting of a chemical modification in specific regions of the DNA) patterns in the offspring that sustained until later life stages. Regarding breastfeeding, a few studies looking at specific regions of the methylome (set of all regions of the DNA where methylation can occur) provide some evidence that epigenetic factors might be involved with breastfeeding effects. However, no study to date scanned the entire methylome in relation to breastfeeding or evaluated the maintenance of one or more breastfeeding-associated methylation patterns over time.
Regarding intelligence, an additional potential mechanism relates to breast milk being a source of long-chain polyunsaturared fatty acids (LC-PUFAs) including docosahexaenoic acid (DHA), which have been implicated in brain development. Indeed, many milk substitutes currently include DHA and other LC-PUFAs. One possibility to test this hypothesis is to evaluate if the association between breastfeeding and intelligence differs according to the individual’s capacity to synthetize DHA from metabolic precursors. Special attention has been given to genetic variation in the FADS2 gene, which encodes a protein involved in desaturation processes required for endogenous synthesis of LC-PUFAS from shorter chain fatty acids. However, two published studies (including one study using data from the Avon Longitudinal Study of Parents and Children – ALSPAC) in this regarding successfully detected a FADS2-breastfeeding interaction, but the coefficients were in inconsistent. Three additional twin studies did not detect any strong interaction. Therefore, there is no firm conclusion regarding a potential FADS2-breastfeeding interaction to date. Such potential interaction also suggests that other metabolic processes might play important roles in the health effects of breastfeeding, although a comprehensive evaluation (eg, using metabolimic data) has not been performed to date. We will also analyse the rs66698963 polymorphism, which is a 22 bp insert-deletion within FADS2. This polymorphism has recently been associated with LC-PUFA levels. Moreover, signs of positive selection have also been detected, suggesting that this SNP may be functional.
In general, genetic aspects of breastfeeding have been poorly studied. However, narrow-sense heritability estimates of breastfeeding behaviour (ever vs. never) 44%-85% that have been reported in different populations. This suggests that genetic variants account for a substantial proportion of variability in breastfeeding behaviour in these populations and are, therefore, important aspects of breastfeeding. It also raises the possibility that genetic factors underlie at least some of the association of breastfeeding with health outcomes through pleiotropic effects (either mediated by or independent on breastfeeding). Moreover, exploring breastfeeding genetics might also lead to the identification of genetic variants robustly associated with breastfeeding, which could be used as instrumental variables to strengthen causal inferences through the Mendelian randomization design.
The present project aims at investigating biological mechanisms underlying breastfeeding health effects by studying the FADS2-breastfeeding interaction and additional genetic, epigenetic and metabolic aspects of breastfeeding.
B2675 - Coffee and cognitive function - 20/04/2016
There is evidence that coffee consumption is associated with higher cognitive function, but it is not know if this is relationship is causal or whether it is due to confounding by other lifestyle factors. It is possible to use genetic variants associated with coffee intake as proxies for measured coffee consumption to reduce bias from confounding in a Mendelian Randomisation analysis.
B2551 - Assessing the association between screen time and anxiety in UK adolescents a prospective longitudinal study using the ALSPAC c
A recent HEFCE report has noted that mental health problems suffered by those in higher education rose from approximately 8,000 in 2008-2009 to 18,000 in 2012-2013. Screen time has also increased over this time point, and has led to speculation that the two may be associated. However, understanding whether this is causal is notoriously difficult, as other factors could influence both screen time and anxiety levels. This research aims to investigate these associations, whilst trying to take in to account the factors that could distort the relationship.
B2672 - Hypertension is a leading risk factor for cardiovascular diseases what is the role of DNA methylation - 19/04/2016
B2671 - Maternal thyroid function offspring DNA methylation - 19/04/2016
This project will examine the effect of mother's thyroid function during pregnancy on child DNA methylation in samples of umbilical cord blood. The effects of child DNA methylation on neurocognitive outcome will then be investigated.
B2669 - Investigating the underlying genetic contribution to associations between cannabis use cigarette use and psychosis - 19/04/2016
Associations are consistently seen between cigarette use, cannabis use and psychosis. We want to investigate the potential underlying genetic contribution to these associations.
B2667 - Risk factors for and outcomes of common mental disorders in early adolescence and young adulthood - 25/04/2016
Our research group has recently used data from the Avon Longitudinal study to discover that although psychotic experiences, depressive symptoms and anxiety symptoms are treated as separate, they may be symptoms of the same underlying mental illness. We termed this illness 'common mental distress' (Stochl et al., 2014). We did this study in ALSPAC when children were 13 years of age. We formed a 'new' variable (common mental distress) using existing measures of depressive symptoms and psychotic like experiences which we would now like to investigate further. We think it would be of benefit to identify early life risk factors (prior to the age of 13) that increase the chance that adolescents will score highly for common mental distress at age 13. We would also like to know whether adolescents who scored highly on our common mental distress variable when they were 13, continue to have mental health problems in late adolescence and early adulthood.
B2665 - Metabolomic effects of LDL cholesterol lowering genetic evidence on statins ezetimibe and PCSK9 inhibition - 21/12/2016
LDL cholesterol is the primary drug target for lowering cardiovascular risk. Statins are first-line therapy, but also other drugs are approved for LDL cholesterol lowering, in particular ezetimibe and PCSK9 inhibitors. It is unknown if these 3 drugs have similar effects on the comprehensive metabolic profile for the same lowering of LDL cholesterol. Knowing the lipid lowering effects is crucial to judge the relative benefits of the drugs and understand potential mechanistic differences, which may relate to differences in efficacy on lowering cardiovascular events.
B2662 - Association of mitochondrial copy number with phenotypes in the UK10K cohort samples - 19/04/2016
We are planning to replicate a finding from a recent paper (Ding et al. 2015, PMID:26172475) which found a correlation between mitochondrial copy number (the number of copies of mitochondrial DNA) with waist circumference and waist-hip ratio using whole-genome sequence data from the UK10K cohort samples.