Persistence and emergence of ADHD in young adulthood: Unravelling aetiology using genetics in a population-based longitudinal cohort

Lead Research Organisation: King's College London
Department Name: Social Genetic and Dev Psychiatry Centre

Abstract

While ADHD was historically thought to only affect children, it is now recognized that it may continue into adulthood. Studies identify about 2.5-5% of adults as having ADHD, which is associated with poor outcomes including unemployment, substance abuse, and even higher mortality. I recently conducted a study that found not only may ADHD continue into adulthood, but the disorder may also newly begin in young adulthood. This is a novel finding, as ADHD is currently understood to begin in childhood. My findings are supported by results from two other recent studies in Brazil and New Zealand that also identified late-onset ADHD groups. Currently, little is known about those adults who did not have ADHD in childhood but developed it in adulthood. Who are individuals with late-onset ADHD? Did they have a disposition to develop ADHD as children, but grew up in very supportive households that masked their disorder until later life? Or do these people not have ADHD in adulthood, but rather another disorder with symptoms that could look like ADHD?

Genetic studies can provide crucial insights in answering such questions about late-onset ADHD, and indeed broader questions about ADHD in young adulthood. One way to understand how late-onset ADHD might be similar or different to childhood ADHD is to investigate whether people with late-onset ADHD have higher levels of risk genes for childhood ADHD. If so, this would support the idea that people with late-onset ADHD would have shown ADHD in childhood, but the disorder was perhaps masked by a supportive family environment. In contrast, if people with late-onset ADHD do not have more risk genes for ADHD, but rather for other mental health disorders, this would suggest that late-onset ADHD may be explained by other mental health problems with symptoms similar to ADHD.

The age at which ADHD symptoms may appear varies broadly from person to person, with some individual's symptoms beginning in infancy, while for others symptoms may not emerge until adolescence or later. I will examine how genes affect whether an individual develops either childhood or adult-onset ADHD, as well as how genes affect when ADHD symptoms first begin across a range of ages over development. It is not known whether some genes may increase risk for a very early onset of ADHD (e.g. infancy) whereas others increase risk for later onset (i.e. late childhood), and whether genes that affect when ADHD begins are different from those that affect whether an individual develops ADHD in the first place.

Genes do not act alone to increase risk for ADHD. Rather, people's genes interact with their environment to influence the development of ADHD. For example, even people with many ADHD risk genes may not develop the disorder if they grow up in a protective environment; likewise, people with few ADHD risk genes might develop the disorder if they grow up in adverse environments. I will explore aspects of the social and family environment that could protect against or exacerbate genetic risk for ADHD. One pathway through which the environment can influence risk of ADHD is through epigenetics changes, which can turn genes 'on and off'. In this way, two identical twins who share 100% of their DNA may express different genes depending on epigenetic variations. I will compare epigenetic differences among twin pairs in which one twin has late-onset ADHD and the other does not, to identify biological changes that may be markers of young adult ADHD.

To-date, the majority of ADHD research has assumed that all cases of adult ADHD began in childhood. However, I and other researchers have recently found this may often not be the case. Understanding how, why and when adult ADHD may develop is a crucial question and has broad implications for the diagnosis and treatment of adult ADHD.

Technical Summary

ADHD is understood as a childhood-onset neurodevelopmental disorder. However, in my recent longitudinal study, less than one-third of individuals with young adult ADHD had ADHD persistent from childhood, while over two-thirds did not have the disorder in childhood. Many questions remain as to the nature of persistent and 'late-onset' ADHD. The aim of my proposed project is to combine data from large-scale genetic studies with a population-based cohort study to investigate the persistence and emergence of ADHD in young adulthood.

More specifically, I aim:
(1) to assess whether late-onset ADHD is associated with: (a) childhood ADHD polygenic risk score, suggesting childhood and late-onset ADHD share genetic aetiology, or (b) polygenic risk scores for other mental health disorders, such as alcohol dependence and depression, which would suggest late-onset ADHD may be accounted for by other psychopathology that mimics ADHD in young adulthood;
(2) to utilize genetic data available in the Psychiatric Genomics Consortium to perform GWAS analyses examining ADHD age of onset as a quantitative trait, as well as to examine whether ADHD polygenic risk score is associated with age of onset among clinical cases of ADHD;
(3) to determine whether risk and protective factors in the social environment moderate genetic risk, as assessed by ADHD polygenic risk score, for the emergence and persistence of ADHD in young adulthood;
(4) to investigate whether DNA methylomic variation: (a) is associated with polygenic risk score for ADHD in a population-based cohort study, and (b) differs between monozygotic twins discordant for late-onset ADHD (n=49 pairs).

This project has important implications and opportunities for researchers and clinicians in understanding young adult ADHD. Investigating the genetic and epigenetic underpinnings of young adult ADHD will provide invaluable insights that will affect the direction of future research and could influence clinical decision-making.

Planned Impact

ADHD is one of the most prevalent behavioural disorders in childhood and remains relatively common in adulthood, affecting approximately 2.5-5% of adults. Adult ADHD is also associated with several negative and costly outcomes including unemployment, substance abuse and even higher mortality. Untreated ADHD is associated with lower productivity at work, as well as more volatile behaviour; one study found that individuals with ADHD are more likely to commit crimes in periods when they are untreated compared to times when their ADHD is treated. Therefore it is of the utmost importance to recognize ADHD in adulthood and offer individuals with ADHD appropriate and effective treatment.

Recent research by myself and others has found that a large proportion of the adult ADHD population did not have the disorder in childhood, and instead had "late-onset" adult ADHD. A better understanding of late-onset ADHD has important impact in several areas. Most immediately for clinicians and nosologists, whether to require childhood-onset of ADHD is a topic of debate. The genetic and gene-environment analyses in the current proposal will shed light on the nature of late-onset ADHD and its relationship to childhood-onset ADHD, which will inform the debate around whether childhood onset should be required to receive a diagnosis of ADHD in adulthood. This has direct impact on individuals with ADHD, who may be turned away from treatment or not reimbursed by insurance companies if they do not meet this age of onset criterion. In the longer term, a better understanding of the aetiology of late-onset ADHD could inform treatment for adult ADHD. For example, whether childhood-onset and late-onset ADHD respond similarly to medication or behavioural treatment is an open question. Disentangling the genetic make-up of young adult ADHD will inform clinical treatment decisions and, in the future, potentially point to new areas of drug development.

This research could lead to advances in personalised medicine. For example, ADHD polygenic risk scores, in combination with assessment of the family environment, could someday be used to identify children with ADHD who are at high risk for a particularly persistent course of the disorder and who could especially benefit from increased intervention and treatment. These methods may also identify children for whom elevated ADHD symptoms in childhood represent a milder, transient developmental phase and who are likely to outgrow their ADHD without intensive intervention. The findings from the current proposal will make a significant contribution to understanding how genetics affect the course of ADHD across development and move towards the goal of using this information in the service of personalised medicine. This could benefit individuals living with ADHD, as well as their friends and families, by helping to tailor treatments to be most effective for the individual.

Additionally, genomic and epigenetic research may help to identify important new biological pathways and biomarkers associated with adult ADHD. GWAS analyses examining genetic variants associated with ADHD age of onset could identify novel neurobiological pathways associated with the timing of when ADHD symptoms appear. Epigenetic findings could point to novel biomarkers of disease risk and potential targets for further investigation in neurobiological systems.

Finally, an important aspect of this proposal is international, cross-cohort collaboration. In the current proposal, I plan to continue and extend my collaboration with investigators at the Pelotas Study in Brazil and the Dunedin Study in New Zealand. My longer-term goal is to expand this collaboration of ADHD research beyond these two cohorts to include a broader consortium of investigators studying ADHD over the life course. It is my hope that increased communication among researchers in this area can lead to increased replication, sharing of results and novel discoveries.

Publications

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Agnew-Blais J (2018) Late-Onset ADHD: Case Closed or Open Question? in The American journal of psychiatry

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Agnew-Blais J (2018) Intriguing findings regarding the association between asthma and ADHD. in The lancet. Psychiatry

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Agnew-Blais JC (2018) Young adult mental health and functional outcomes among individuals with remitted, persistent and late-onset ADHD. in The British journal of psychiatry : the journal of mental science

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Asherson P (2019) Annual Research Review: Does late-onset attention-deficit/hyperactivity disorder exist? in Journal of child psychology and psychiatry, and allied disciplines

 
Description King's Prize Fellowship
Amount £45,000 (GBP)
Organisation King's College London 
Sector Academic/University
Country United Kingdom
Start 07/2017 
 
Description PGC-ADHD epigenome-wide association study work group 
Organisation Psychiatric Genomics Consortium (PGC)
Country Global 
Sector Learned Society 
PI Contribution This initiative is created based on voluntary contribution of the participants to unite efforts (and data) with an overarching aim to advance our understanding of attention deficit hyperactivity disorder (ADHD) through examination of the epigenome, including its relationship with the environment and the genome. The goal of the initiative is to collect and analyze as many comparable epigenetic datasets as possible under the premise that the below outlined aims can be achieved by working together rather than individually. I will be helping to contribute data from the E-Risk study to these analyses.
Collaborator Contribution The initiative is founded by Joel Nigg, Barbara Franke, Dorret Boomsma, Jonathan Mill, Jenny van Dongen, Mandy Meijer, Michael Mooney, Anna Starnawska and Tetyana Zayats.
Impact No outcomes yet; future outcomes will include review papers and original research publications
Start Year 2020
 
Description "Does late-onset ADHD exist?" Plenary talk: UK Adult ADHD Network Annual Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Plenary talk "Does late-onset ADHD exist?" at the 10th annual UK Adult ADHD Network Annual Conference in London, UK
Year(s) Of Engagement Activity 2019
 
Description "Is there a late-onset form of ADHD?" Plenary talk: Norwegian Neuropsychological Society Annual Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk at the Norwegian Neuropsychological Society Annual Meeting in Olso, Norway
Year(s) Of Engagement Activity 2019
 
Description "Polygenic risk for ADHD and ADHD course" Oral presentation: Behavior Genetics Association Annual Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Oral presentation "Polygenic risk for ADHD and ADHD course" at Behavior Genetics Association Annual Meeting in Stockholm, Sweden
Year(s) Of Engagement Activity 2019
 
Description "Understanding the course of ADHD: the importance of longitudinal cohorts" Plenary talk: MQ Mental Health Science Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk "Understanding the course of ADHD: the importance of longitudinal cohorts" at the MQ Mental Health Science Meeting in London UK
Year(s) Of Engagement Activity 2019
 
Description Attendance at Introduction to Multilevel Modelling Using MLwiN course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Attendance at 3 day Introduction to Multilevel Modelling Using MLwiN course
Year(s) Of Engagement Activity 2019
 
Description Attendance at Multilevel and Longitudinal Modelling course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Attendance at Multilevel and Longitudinal Modelling course, Kings College London
Year(s) Of Engagement Activity 2019
 
Description Attendance at the 2018 World Congress of Psychiatric Genetics 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Attended the 2018 World Congresses of Psychiatric Genetics in Glasgow, Scotland.
Year(s) Of Engagement Activity 2018
 
Description BGA conference poster presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Virtual presentation of findings on household chaos and childhood ADHD symptoms, a gene-environment correlation study
Year(s) Of Engagement Activity 2021
 
Description CEREB 2019 ADHD Day, "Functional outcomes of ADHD in young adulthood: Findings from the Environmental Risk (E-Risk) Longitudinal Twin Study" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited to speak at CEREB ADHD Day 2019. CEREB is a neuropsychology clinic, so the audience largely clinicians. Spoke about "Functional outcomes of ADHD in young adulthood: Findings from the Environmental Risk (E-Risk) Longitudinal Twin Study".
Year(s) Of Engagement Activity 2019
 
Description Causal modeling course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attendance at week-long workshop on causal modeling and evaluation offered by the Department of Biostatistics and Health Informatics at King's College London.
Year(s) Of Engagement Activity 2018
 
Description EUNETHYDIS 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Was invited to attend the EUNETHYDIS conference in Germany, and presented the talk "Functional outcomes of ADHD in young adulthood: Findings from the Environmental Risk (E-Risk) Longitudinal Twin Study" in Cologne Germany in Oct 2017.
Year(s) Of Engagement Activity 2017
 
Description Functional outcomes in young adults: Results from the Environmental Risk (E-Risk Longitudinal Twin Study 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk at the World Congress on ADHD, Vancouver, CA.
Year(s) Of Engagement Activity 2017
 
Description GWAS course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Attendance at week-long course on the statistical analysis of GWAS offered by Imperial College of Science, Technology & Medicine.
Year(s) Of Engagement Activity 2017
 
Description Genetics of ADHD across development: Investigating late-onset, persistent, and remitted ADHD" Oral presentation: ADHD World Congress 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Oral presentation: "Genetics of ADHD across development: Investigating late-onset, persistent, and remitted ADHD" at the ADHD World Congress in Lisbon Portugal
Year(s) Of Engagement Activity 2019
 
Description Genomics conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Attendance at three-day conference on the genomics of common diseases offered by the Wellcome Trust Genome Campus, Cambridge, UK.
Year(s) Of Engagement Activity 2017
 
Description Invited to speak at the Child and Adolescent Psychiatry Academic Day at the IoPPN 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Invited to speak at the Child and Adolescent Psychiatry Academic Day at the IoPPN on Nov 28 2018 regarding "Functional outcomes of childhood ADHD and conduct disorder in young adults"
Year(s) Of Engagement Activity 2018
 
Description Is there an adult-onset form of ADHD? 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk at the UK Adult ADHD Network 6th Annual Conference, London UK.
Year(s) Of Engagement Activity 2017
 
Description NYTimes interview 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Interviewed for and quoted in NY Times story: "New study casts doubt on the diagnosis of adult-onset ADHD"
Year(s) Of Engagement Activity 2018
URL https://www.nytimes.com/2017/10/20/health/adhd-adults.html
 
Description Polygenic Risk Score Course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact Participation in the Polygenic Risk Score Analysis Course, a 1-day workshop at the SGDP Centre
Year(s) Of Engagement Activity 2018
 
Description Presentation at the London ADHD Research Forum 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Presentation at the London ADHD Research Forum on "Polygenic risk and ADHD correlates, comorbidity, cognitive functioning and course: Preliminary findings", in London UK on Dec 11 2018.
Year(s) Of Engagement Activity 2018
 
Description Presentation for ADHD parent group 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Patients, carers and/or patient groups
Results and Impact Invited to give a talk at ADHD Richmond Supporting parents/carers of children with ADHD about "Sleep quality and ADHD" Kingston-Upon-Thames, in Surrey, UK, June 12th 2018
Year(s) Of Engagement Activity 2018
 
Description Request for expert opinion on ADHD and omega-3 study 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Media (as a channel to the public)
Results and Impact Expert opinion request from the Science Media Centre regarding a study looking at Omega-3 fish oil and ADHD in children.
Year(s) Of Engagement Activity 2019
URL https://www.sciencemediacentre.org/expert-reaction-to-study-looking-at-omega-3-fish-oil-and-adhd-in-...
 
Description Request for expert opinion on recent publication 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Quoted as expert in several publications, listed below:

"Teens glued to phones risk 'modest' rise in ADHD symptoms - study" https://www.gmanetwork.com/news/lifestyle/healthandwellness/660860/teens-glued-to-phones-risk-modest-rise-in-adhd-symptoms-study/story/

"Teens glued to phones risk 'modest' rise in ADHD symptoms - study" https://news.abs-cbn.com/overseas/07/18/18/teens-glued-to-phones-risk-modest-rise-in-adhd-symptoms-study

"Teens glued to phones risk 'modest' rise in ADHD symptoms - study"
https://www.dailymail.co.uk/wires/afp/article-5963777/Teens-glued-phones-risk-modest-rise-ADHD-symptoms-study.html

"Teens glued to phones risk 'modest' rise in ADHD symptoms: study"
https://www.todayonline.com/world/teens-glued-phones-risk-modest-rise-adhd-symptoms-study

"Digital Overload, Smartphones Could Cause Rise In Teen ADHD Symptoms" https://www.huffingtonpost.ca/2018/07/18/smartphones-adhd-study_a_23484720/?guccounter=1&guce_referrer_us=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_cs=vPQc3O-L3PAT9XGvtK3wPQ
Year(s) Of Engagement Activity 2018
URL http://www.sciencemediacentre.org/expert-reaction-to-association-of-digital-media-use-and-adhd-sympt...
 
Description SGDP Centre talk 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact I presented at the Social, Genetic and Developmental Psychiatry (SGDP) Centre weekly seminar, which is attended by masters- and doctoral-level students, as well as postdocs and professors, affiliated with the SGDP Centre and those in the wider Institute of Psychiatry, Psychology and Neuroscience.
Year(s) Of Engagement Activity 2017
 
Description SGDP Centre talk, "Polygenic risk and ADHD characteristics and developmental course" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Gave a talk at SGDP Centre on the topic of "Polygenic risk and ADHD characteristics and developmental course". Talk attended by those in the SGDP Centre and the broader Institute of Psychiatry, Psychology and Neuroscience.
Year(s) Of Engagement Activity 2019
 
Description Talk at the Life History Research Society Meeting, Paris May 2018 "Are changes in ADHD symptoms associated with changes in cognitive functioning?" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presentation at the Life History Research Society Meeting, Paris May 2018 "Are changes in ADHD symptoms associated with changes in cognitive functioning?", an international conference.
Year(s) Of Engagement Activity 2018
 
Description WCPG presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Presentation of the project "Polygenic risk and course of ADHD from childhood to young adulthood: Findings from a nationally- representative cohort" at the World Congress of Psychiatric Genetics, virtual conference, October 2020.
Year(s) Of Engagement Activity 2020