Effortful control and cortical brain structure in 5-year-old children: findings from the FinnBrain birth cohort study
Frantti, M.; Tuulari, J. J.; Nolvi, S.; Nordenswan, E.; Copeland, A.; Kumpulainen, V.; Silver, E.; Merisaari, H.; Saukko, E.; Kataja, E.-L.; Korja, R.; Karlsson, L.; Karlsson, H.; Pulli, E. P.
Show abstract
The aim of this study was to explore the associations between an aspect of self-regulation (SR), effortful control (EC), and cortical brain structure in 5-year-old children. Efficient EC is a predictor of many attributes and important outcomes in life, such as social-emotional functioning, psychiatric and somatic health, finance, and criminal activity. The early brain correlates of EC are not widely studied, while a better understanding of them would aid in recognizing individuals at risk for maladaptive outcomes. Participants (N = 155) were a part of the FinnBrain Birth Cohort Study in Finland. T1-weighted brain magnetic resonance images were processed using FreeSurfer. The data was statistically analysed with a vertex-wise general linear model. At the age of 5 years, EC and its subscales, Attentional focusing, Inhibitory control (INH), Low intensity pleasure (LIP) and perceptual sensitivity, were assessed via parental report using The Childrens Behaviour Questionnaire. We found positive associations between overall EC and cortical volume in the left superior parietal region and in the right inferior temporal region. We also found positive associations between EC and surface area on the left hemisphere in the superior parietal region. The findings were driven by the EC subscales of INH and LIP with INH linking positively with left surface area and volume, and LIP linking with left cortical volume. We extended the previous literature by shedding light on early structural brain correlates of EC in a large sample of typically developing 5-year-olds. The results differed significantly from previous findings in older children, highlighting the need for longitudinal studies to better understand the neural underpinnings of SR throughout development.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Longitudinal neonatal brain development and socio-demographic correlates of infant outcomes following preterm birth 97%
- Corpus callosum structural characteristics in very preterm children and adolescents: developmental trajectory and relationship to cognitive functioning 96%
- Cross-sectional and longitudinal associations of family income-to-needs ratio with cortical and subcortical brain volume in adolescent boys and girls 96%
Similar papers in this journal
- Development of thalamus mediates paternal age effect on offspring reading: A preliminary investigation 97%
- Effects of gestational age at birth on perinatal structural brain development in healthy term-born babies 96%
- Dataset factors associated with age-related changes in brain structure and function in neurodevelopmental conditions 96%
Similar papers in this journal
Similar papers in this journal
- Motor Function and White Matter Connectivity in Children Treated with Therapeutic Hypothermia for Neonatal Encephalopathy 96%
- Brain age prediction using fMRI network coupling in youths and associations with psychiatric symptoms 95%
- Prenatal alcohol exposure and white matter microstructural changes across the first 6-7 years of life: A longitudinal diffusion tensor imaging study of a South African birth cohort 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.