Abstract
Abstract
Background
ADHD is associated with multiple adverse outcomes and early identification is important. The present study sets out to identify early markers and developmental characteristics during the first 30 months of life that are associated with ADHD 6 years later.
Methods
9201 participants from the prospective Avon Longitudinal Study of Parents and Children (ALSPAC) birth cohort were included. Outcome measures were parent-rated ADHD symptom scores (Strengths and Difficulties Questionnaire, SDQ) and ADHD diagnosis (Development and Wellbeing Assessment, DAWBA) at age 7. Seventeen putative markers were identified from previous literature and included: pre- and peri-natal risk factors, genetic liability (ADHD polygenic risk scores, PRS), early development, temperament scores and regulatory problems. Associations were examined using regression analysis.
Results
Univariable regression analysis showed that multiple early life factors were associated with future ADHD outcomes, even after controlling for sex and socio-economic status. In a multivariable linear regression model; temperament activity scores (B = 0.107, CI = 0.083–0.132), vocabulary delay (B = 0.605, CI = 0.211–0.988), fine motor delay (B = 0.693, CI = 0.360–1.025) and ADHD PRS (B = 0.184, CI = 0.074–0.294) were associated with future symptoms (R2 = 10.7%). In a multivariable logistic regression model, ADHD PRS (OR = 1.39, CI = 1.10–1.77) and temperament activity scores (OR = 1.09, CI = 1.04–1.16) showed association with ADHD diagnosis.
Conclusion
As well as male sex and lower socio-economic status, high temperament activity levels and motor and speech delays in the first 30 months of life, are associated with childhood ADHD. Intriguingly, given that genetic risk scores are known to explain little of the variance of ADHD outcomes, we found that ADHD PRS added useful predictive information. Future research needs to test whether predictive models incorporating aspects of early development and genetic risk scores are useful for predicting ADHD in clinical practice.
Key points
Identifying early antecedents and markers of ADHD is important to support early detection and intervention.
In a large comprehensive study of children from a population cohort, we identified that ADHD PRS, fine motor delays at 18 months, speech delays and higher temperament activity both at 24 months, showed independent association with ADHD traits at age 7. ADHD PRS and temperament activity were also associated with age 7 ADHD diagnosis.
This study is the first to suggest that ADHD PRS, when combined with clinical and developmental variables, is associated with later ADHD symptoms and diagnosis.
This study potentially helps inform practitioners which children may need more intensive surveillance or prevention strategies to support their later ADHD.
Future research could investigate the specificity and potential causality of the identified markers and antecedents.
Background
ADHD is associated with multiple adverse outcomes and early identification is important. The present study sets out to identify early markers and developmental characteristics during the first 30 months of life that are associated with ADHD 6 years later.
Methods
9201 participants from the prospective Avon Longitudinal Study of Parents and Children (ALSPAC) birth cohort were included. Outcome measures were parent-rated ADHD symptom scores (Strengths and Difficulties Questionnaire, SDQ) and ADHD diagnosis (Development and Wellbeing Assessment, DAWBA) at age 7. Seventeen putative markers were identified from previous literature and included: pre- and peri-natal risk factors, genetic liability (ADHD polygenic risk scores, PRS), early development, temperament scores and regulatory problems. Associations were examined using regression analysis.
Results
Univariable regression analysis showed that multiple early life factors were associated with future ADHD outcomes, even after controlling for sex and socio-economic status. In a multivariable linear regression model; temperament activity scores (B = 0.107, CI = 0.083–0.132), vocabulary delay (B = 0.605, CI = 0.211–0.988), fine motor delay (B = 0.693, CI = 0.360–1.025) and ADHD PRS (B = 0.184, CI = 0.074–0.294) were associated with future symptoms (R2 = 10.7%). In a multivariable logistic regression model, ADHD PRS (OR = 1.39, CI = 1.10–1.77) and temperament activity scores (OR = 1.09, CI = 1.04–1.16) showed association with ADHD diagnosis.
Conclusion
As well as male sex and lower socio-economic status, high temperament activity levels and motor and speech delays in the first 30 months of life, are associated with childhood ADHD. Intriguingly, given that genetic risk scores are known to explain little of the variance of ADHD outcomes, we found that ADHD PRS added useful predictive information. Future research needs to test whether predictive models incorporating aspects of early development and genetic risk scores are useful for predicting ADHD in clinical practice.
Key points
Identifying early antecedents and markers of ADHD is important to support early detection and intervention.
In a large comprehensive study of children from a population cohort, we identified that ADHD PRS, fine motor delays at 18 months, speech delays and higher temperament activity both at 24 months, showed independent association with ADHD traits at age 7. ADHD PRS and temperament activity were also associated with age 7 ADHD diagnosis.
This study is the first to suggest that ADHD PRS, when combined with clinical and developmental variables, is associated with later ADHD symptoms and diagnosis.
This study potentially helps inform practitioners which children may need more intensive surveillance or prevention strategies to support their later ADHD.
Future research could investigate the specificity and potential causality of the identified markers and antecedents.
| Original language | English |
|---|---|
| Article number | e12099 |
| Number of pages | 10 |
| Journal | JCPP Advances |
| Volume | 2 |
| Issue number | 3 |
| Early online date | 2 Sept 2022 |
| DOIs | |
| Publication status | Published - 12 Sept 2022 |
Fingerprint
Dive into the research topics of 'Preschool development, temperament and genetic liability as early markers of childhood ADHD: A cohort study'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver