Proposal summaries
B4112 - Exploring genetic architecture of developmental disorders using ALSPAC as controls - 22/12/2022
About 1% of babies are born with a developmental disorder which affects mental or physical development, such as intellectual disability or congenital heart defects. Many of these disorders are at least partly genetic, often due to a rare change in a single gene. However, we also know that common genetic variants that influence cognitive ability, educational attainment and mental health traits in the general population affect risk of rare neurodevelopmental disorders too. We are exploring the genetic basis of rare neurodevelopmental disorders (NDDs) in two large cohorts of patients, Deciphering Developmental Disorders (DDD) and the Genomics England 100k Genomes project (GEL). We wish to use ALSPAC families as population-based controls in these analyses, since most of them do not have NDDs. We will calculate polygenic scores for different traits (including cognitive ability, educational attainment and schizophrenia), which summarise the level of genetic risk an individual has for a given trait based on the common genetic variants in their DNA, and compare these between NDD cases and ALSPAC participants. We will also make use of the trio data (children plus both parents) to investigate whether the genetic background of individuals’ parents influences the risk of NDDs independently of the individuals’ own genetic background (“genetic nurture”). Finally, we will compare the burden of rare genetic variants that affect gene function between NDD cases and ALSPAC controls.
B4216 - Is former alcohol use from ages 15-18 associated with subsequent depressive symptoms at age 25 - 21/12/2022
Alcohol is one of the most widely consumed drugs globally. A body of evidence suggests a link between underage alcohol consumption and an increased risk of depressive disorders; however, the direction of causality is unknown. Previous research has mostly focused on how mental health induces drug use through self-medication; however, the inverse direction of causation is focused on in this investigation. To better understand and assess the magnitude of this link, we focused on whether regular alcohol consumption between the ages of 15 and 18 is associated with eventual depressive symptoms in the mid-20s. This association will be facilitated by a cohort study that uses questionnaires and self-report measures to follow individuals over a 30 year period.
B4217 - Investigating the direction and magnitude of association between social anxiety at age 18 and romantic relationship satisfaction - 21/12/2022
Social anxiety is characterised by avoidance of social situations and excessive fear of embarrassment. It can interfere with a person’s social life in a major way. People struggling with social anxiety report the feelings of nervousness while interacting with people of opposite gender for the first time and are judged as less likeable after the initial contact. They can also be seen as shy or withdrawn in a social setting, potentially disrupting their chances at initiating a conversation with a potential partner. All those traits can therefore make it difficult to enter a romantic relationship. Once they enter a romantic relationship, these traits might show a smaller or null effect on their relationship satisfaction, as the familiarity and closeness with their partner would make them less likely to struggle; however, all the traits characterising social anxiety may still negatively impact the relationship. To answer the question of whether social anxiety traits impact adult romantic relationships, the current study will investigate the effects of social phobia at age 17.5 on the participant’s satisfaction with their romantic relationship at 25.
B4218 - Does attachment style at age 3 predict ones mental well-being at age 23 - 21/12/2022
Attachment style theory by Bowlby (1962) states that infants have a primary goal to bond with and maintain proximity to their caregiver, which evolved for survival purposes. Ainsworth later identified four attachment styles: secure, avoidant, anxious and disorganised attachment styles. These attachment styles formed in childhood were suggested to be associated with one’s future emotional and social development, communications and interpersonal relationships in adulthood. This study aims to examine whether attachment styles at age 3 predict an individual's well-being at age 23.
B4229 - The effect of life-course physical activity patterns on adult circulatory capacity and skeletal muscle bioenergetics are sex-di - 19/01/2023
A low cardiorespiratory fitness (CRF, measured as peakVO2) increases the risk of future development of disease, in particular diseases related to metabolic and cardiovascular dysregulation. Undertaking physical activity (PA) can boost peakVO2 and is protective against cardiometabolic diseases. However, it is not known whether there are time-sensitive periods in life where the benefits of PA are greatest and whether these periods differ in men versus women. Establishing the patterns of PA through life that optimise CRF would permit more targeted interventions to be designed.
It is likely that pathological processes begin much earlier in life than the development of clinical disease. Perturbations in skeletal muscle, specifically the energetics of muscle cells (governed by mitochondrial processes), have been implicated in early cardiometabolic disease processes. The relationship between early physiological differences in skeletal muscle energetics and predictors of future disease, such as a low peak VO2, are incompletely understood. This proposal aims to investigate whether or not differences in skeletal muscle energetics are related to differences in circulatory capacity, whether the relationship between them differs in men and women and the extent to which they are impacted by different patterns of physical activity throughout early life.
B4227 - Age at menarche and adverse pregnancy outcomes - 21/12/2022
Previous evidence has shown that starting your period at an earlier age may increase your risk of having complications during pregnancy, such as a low birth weight baby. However, this evidence was all based on observations which may be skewed by the fact that having a higher BMI makes you more likely to start periods earlier and also increases your risk of these pregnancy complications. We will estimate the effect of having an earlier period on your risk of having complications during pregnancy association within ALSPAC. We will account for factors such as BMI and smoking, which have been collected in great detail for the volunteers participating in ALSPAC. This will then be compared to a separate approach to answer the same question, using a method called Mendelian randomization.
B4215 - What is the association between the early negative health behaviours of smoking and drinking and later mental wellbeing - 21/12/2022
Mental health in young adults is a serious and expanding issue worldwide. Although there are many possible factors contributing to the observed decline in mental health, this research will look at smoking and drinking behaviour of early adolescents. This research will look at the strength and direction of the relationship between early drinking and smoking on later mental health. Therefore, methods to improve mental health can be generated.
B4208 - Increasing the Youth Evidence Base - 20/12/2022
Although there are several UK studies that consider the impacts of attending youth clubs on later life (e.g. Dibben, Playford and Mitchell 2017 and Berrie et al 2022), little longitudinal research has taken place in the UK, leaving a shortfall of robust evidence. Using data from four longitudinal cohort studies (ALSPAC, the British Cohort Study, Next Steps Generational Study, the Millennium Cohort Study) and Understanding Society (the UK household longitudinal study), this project will analyse the extent to which attendance of voluntary out-of-school youth provision has effects over time on: a) educational and career pathways; b) physical health; c) mental health; d) emotional development and mental wellbeing; e) tendency towards anti-social behaviour. The analysis will control for relevant characteristics, allowing for isolation of the impact that involvement in youth activities generates for young people. It will examine the effects on these young people at the time of their involvement, and afterwards, up until they are 30 years old. Additionally, the analysis will shed light on the existence of any systematic differences between participants and non-participants of youth activities.
B4228 - Effect of Early Topical Steroid Use on Course of Atopic Dermatitis - 21/12/2022
This study will assess how early interventions change the natural course of atopic dermatitis. Data will be collected and analyzed from the Avon Longitudinal Study of Parents and Children (ALSPAC), a population-based birth cohort of 14,000 children from Avon, UK. The project will assess how early use of therapy, including topical and oral agents, changes the disease course of atopic dermatitis from birth to 18 years of age. Several studies in other inflammatory diseases such as Crohn’s and rheumatoid arthritis have established the value of aggressive intervention shortly after symptom onset in producing long-term disease modification. There may be opportunities to observe a similar effect with respect to atopic dermatitis, as well as related diseases of the atopic march. Second, this study will assess the development of major comorbidities including asthma, rhinitis, and food allergy, including severity and time course in the first 18 years of life.
B4222 - Early-life vitamin D status and lung function in childhood and adolescence observational and mendelian randomization analyses - 19/12/2022
In this study we aim to analyse whether or not vitamin D levels during pregnancy influence lung development and, consequently, the occurrence of asthma and lung function performance in childhood and adolescence. To analyse these associations, we will use two methodologies. First, we will look at whether or not vitamin D levels measured in blood during pregnancy are associated with the onset of asthma and lung function parameters at 8-9 years and 15-16 years in the ALSPAC cohort. Since this association may be influenced by many confounding factors such as lifestyle, socio-economic status, the season of the year when the blood was obtained, we will use Mendelian Randomisation to overcome this limitation. We will analyse whether or not genetic variants that predispose to having low levels of vitamin D are associated with a greater predisposition to having asthma and poorer lung function in childhood and adolescence. We will use data from 4 different European cohorts and one Australian cohort and, after doing all the analysis separately, we will collect the results and do a meta-analysis using all data.
B4225 - Polygenic risk score of asthma COPD and lung function and association with lung function outcomes - 19/12/2022
Genetic variants associated with lung function and susceptibility to airway diseases such as asthma or COPD might be implicated in lung function development from birth to adulthood. Here, we would be able to assess whether very low and low lung function trajectories are primarily associated with asthma, COPD, or lung function genetics, and related mechanisms. Disentangling the genetic factors derived from asthma, COPD, and lung function studies underlying the trajectory of poor pulmonary capacity across the lifespan could contribute to identifying new lung function biomarkers and to early prevent the development of chronic airway diseases. By using a PRS approach, we anticipate having better power to evaluate asthma and COPD mechanisms in lung function trajectories compared to a standard GWAS approach.
B4226 - Religiosity Confounders Mediators and Bidirectional Causality - 19/12/2022
Key to causal inference from observational data is adequate adjustment for confounders (i.e., factors which cause both the exposure and outcome). However, knowing whether a variable is a confounder (requiring statistical adjustment) or a mediator (i.e., a variable caused by the exposure which in turn causes the outcome; not requiring statistical adjustment) is often difficult to establish with certainty and often relies upon potentially-debatable assumptions. By making use of the repeated data collected by ALSPAC - both in terms of religiosity and data on other covariates which may be plausible confounders and/or mediators - it is possible to make reasonable inferences as to whether religiosity causes the covariate, the covariate causes religiosity, or indeed whether there is bidirectional causation (i.e., religiosity causes the covariate and the covariate also causes religiosity). If data permit adjustment for baseline confounders, prior exposure and prior outcomes, then it may be possible to infer causality using longitudinal observational data (VanderWeele 2021; VanderWeele et al., 2016). We intend to apply these methods in ALSPAC to explore potential bidirectional causation between religiosity and a range of covariates to better understand these patterns and to help inform future work using these data.
References:
VanderWeele, T. J. (2021). Can sophisticated study designs with regression analyses of observational data provide causal inferences?. JAMA psychiatry, 78(3), 244-246.
VanderWeele, T. J., Jackson, J. W., & Li, S. (2016). Causal inference and longitudinal data: a case study of religion and mental health. Social psychiatry and psychiatric epidemiology, 51(11), 1457-1466.
B4184 - Gender-based violence over the life course using cohort data from the Avon Longitudinal Study of Parents and Children - 19/12/2022
Gender-based violence (GBV) is a global public health problem. It is present in all ages and socioeconomic statuses. However, a better understanding of GBV over the life course and the long-term impact of violence exposure on health outcomes is still required. Therefore, the objective of this project is to evaluate and understand gender-based violence over the life course and the many factors involved in this violation of women's and children's human rights. To do this, we will use the ALSPAC cohort study, which include among others a range of both parent and self-reported questions related to gender-based violence, such as data on physical, psychological, and sexual violence occurring during different periods of life. Using this data, it will be possible to estimate (i) cumulative exposure to GBV; (ii) the intergenerational exposure to GBV; (ii) the differences in GBV considering gender, age, education, and income level; and (iv) the impact of violence exposure on health outcomes.
B4224 - Co-benefits of sustainable diets for children and the environment - 24/01/2023
Sustainable diets are linked to co-benefits for human and planetary health, such as decreased environmental impacts by reducing carbon dioxide emissions and improved cardiometabolic health. However, the applicability of sustainable diets to obtain co-benefits has been investigated in adults but not for children and adolescents, who have unique nutritional requirements. To address this, co-benefits of sustainable diets will be estimated in children in ALSPAC. Specifically, we will assess the environmental impacts from diets (e.g., carbon dioxide, water usage, and biodiversity) in children from ALSPAC and associated cardiometabolic health parameters (e.g., body mass index) and estimate the reduction of environmental impacts from switching to a more sustainable diet (e.g., EAT-Lancet reference diet). Uniquely, this project will have in depth assessment of associated co-benefits from reducing ultra-processed foods, a topic of much debate in terms of their true environmental impact. Results from this study can be used to inform sustainable dietary targets specific for children and adolescents and associated policies in the United Kingdom.
B4212 - Improving treatment of menopausal symptoms by using genomics to understand aetiology - 22/12/2022
Menopausal symptoms affect around 70% of women as they go through the menopause, but we don't know very much about what causes the various symptoms. It is not clear how different symptoms might be linked and who is at risk of developing them. We will use genomics to find the causes of a range of menopausal symptoms, including; hot flushes, sleep disturbance, mood changes and sexual dysfunction. We will develop a questionnaire to distribute to study participants to collect information about their symptoms and combine this with genomic data previously collected.
B4211 - Genetic architecture of feeling loved in childhood GWAS and genetic correlations - 14/12/2022
Research has shown that adults who look back on their childhood and say that they had a positive relationship with their parents, or felt loved by their parents, have better mental health. Indeed, these emotional memories can be more important for mental health than memories of specific behaviours that parents engaged in. However, we don’t know how the relationship between feeling loved in childhood and mental health actually comes about.
In this study, we will firstly look at how genetics relates to people saying they felt loved in childhood. People who took part in a large research study answered a question about whether they felt loved in childhood and provided a blood sample, so that we can look at their genetics. Genetic material (DNA) is made up of millions of tiny units called base pairs. At each base pair, a person can have one of two alleles. We will look at whether the allele that a person has at each base pair increases or decreases their likelihood of reporting that they felt loved in childhood. We will then look at whether there are similarities in how genetics contributes to feeling loved in childhood and depression, anxiety, and wellbeing.
This will help us to understand some of the reasons people are more or less likely to say they felt loved in childhood. It can also provide a better understanding of how feeling loved in childhood relates to mental health. All of this is important for how we understand the causes of mental health problems.
B4213 - Does religious practice moderate the association between adverse childhood experiences and weight trajectories in adult women - 09/01/2023
We aim to explore the associations between adverse childhood events (ACEs) and weight trajectory (diet change, alcohol consumption, and change in physical activity) amongst the G0 Mothers in ALSPAC. Also investigating whether religious beliefs and behaviours (and changes thereof) moderate this relationship and whether depression score mediates this relationship. In these analyses we will adjust for relevant confounders such as demographic characteristics, smoking status, and age.
B4219 - KidImmune - Autoimmunity in pediatric cancer 08-12-2022 - 123122 - 18/07/2023
We have identified a proteomic pattern in serum from a major fraction of pediatric cancer patients that we do not see in healthy controls and only occasionally in adult patients. We suspect this pattern is associated with a risk of cancer rather than being a consequence of the disease, and for this purpose we are searching for biobanks with blood samples from healthy children who later contracted cancer, to see if the pattern can be identified before cancer appears.
B4214 - The joint effect of blood lead and vitamin D on preterm birth in the Avon Longitudinal Study of Parents and Children - 20/12/2022
Preterm birth, the leading cause of death in children younger than five, is a risk factor for brain-based disorders, asthma, and ischemic heart disease. Lead is a toxic chemical and a known risk factor for preterm birth. Vitamin D may modify this relationship due to its probable antioxidant properties.
In a recent pan-Canadian study examining 1,851 live births from the Maternal-Infant Research on Environmental Chemicals (MIREC) cohort, prenatal exposure to low concentrations of lead increased the risk of preterm birth and spontaneous preterm birth, and the risks were stronger among mothers with insufficient vitamin D levels, suggesting that they might be more susceptible to the toxic effects of lead. However, average blood lead concentrations among mothers were low among a modest sample size, and replication of these findings is warranted.
We aim to estimate the joint association of blood lead and vitamin D with preterm birth the Avon Longitudinal Cohort of Parents and Children.
B4221 - Identifying clusters of COVID-19 and Long Covid symptoms - 13/12/2022
Information can be obtained from ALSPAC (B number folder) or the UK LLC on request