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Updated: Jul 8, 2025

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Newborn Brain Function and Early Emerging Callous-Unemotional Traits
Rebecca G Brady1,2, Megan Rose Donohue3, Rebecca Waller4
1Division of Biology and Biomedical Sciences, Washington University School of Medicine, St Louis, Missouri.
Insights
Newborn brain connectivity between the cingulo-opercular network and medial prefrontal cortex is linked to later callous-unemotional traits, lower empathy, and reduced prosociality in children. This finding may aid in early identification and intervention for at-risk youth.
Area of Science:
- Neuroscience
- Developmental Psychology
- Child Psychiatry
Background:
- High callous-unemotional traits in children are associated with severe conduct problems.
- The underlying newborn neurobiology of early callous-unemotional traits is not well understood.
- Identifying neural mechanisms can aid in early risk stratification and intervention development.
Purpose of the Study:
- To investigate the association between newborn brain function and the development of empathy, prosociality, and callous-unemotional traits.
- To determine if early neural connectivity patterns predict later socio-emotional development.
Main Methods:
- Prospective, longitudinal cohort study of 283 newborns and their mothers.
- Newborn brain magnetic resonance imaging (MRI) for functional connectivity analysis.
- Longitudinal assessment of callous-unemotional traits, empathy, and prosociality at ages 1, 2, and 3 years.
Main Results:
- Stronger newborn functional connectivity between the cingulo-opercular network (CO) and medial prefrontal cortex (mPFC) was associated with higher callous-unemotional traits at age 3.
- This association remained significant after controlling for parental traits and child externalizing symptoms.
- Increased newborn CO-mPFC connectivity also correlated with lower empathy and prosociality from ages 1 to 3 years.
Conclusions:
- Newborn brain functional connectivity is a significant predictor of early-emerging empathy, prosociality, and callous-unemotional traits.
- These findings highlight the importance of early neurobiological markers for understanding socio-emotional development.
- Understanding these early neural underpinnings can inform targeted interventions for children at risk for conduct problems.
Importance:
Children with high callous-unemotional traits are more likely to develop severe and persistent conduct problems; however, the newborn neurobiology underlying early callous-unemotional traits remains unknown. Understanding the neural mechanisms that precede the development of callous-unemotional traits could help identify at-risk children and encourage development of novel treatments.
Objective:
To determine whether newborn brain function is associated with early-emerging empathy, prosociality, and callous-unemotional traits.
Design, Setting, And Participants:
In this prospective, longitudinal cohort study, pregnant women were recruited from obstetric clinics in St Louis, Missouri, from September 1, 2017, to February 28, 2020, with longitudinal data collected until March 20, 2023. Mothers were recruited during pregnancy. Newborns underwent brain magnetic resonance imaging shortly after birth. Mothers completed longitudinal follow-up when the children were aged 1, 2, and 3 years.
Exposures:
The sample was enriched for exposure to socioeconomic disadvantage.
Main Outcome And Measure:
Functional connectivity between hypothesized brain regions was assessed using newborn-specific networks and voxel-based connectivity analyses. Children's callous-unemotional traits were measured using the Inventory of Callous-Unemotional Traits. Empathy and prosociality were assessed using the Infant and Toddler Socio-Emotional Assessment.
Results:
A total of 283 children (mean [SD] gestational age, 38 [2] weeks; 159 male [56.2%]; 2 Asian [0.7%], 171 Black [60%], 7 Hispanic or Latino [2.5%], 106 White [38%], 4 other racial or ethnic group [1.4%]) were included in the analysis. Stronger newborn functional connectivity between the cingulo-opercular network (CO) and medial prefrontal cortex (mPFC) was associated with higher callous-unemotional traits at age 3 years (β = 0.31; 95% CI, 0.17-0.41; P < .001). Results persisted when accounting for parental callous-unemotional traits and child externalizing symptoms. Stronger newborn CO-mPFC connectivity was also associated with lower empathy and lower prosociality at ages 1, 2, and 3 years using multilevel models (β = -0.12; 95% CI, -0.21 to -0.04; P = .004 and β = -0.20; 95% CI, -0.30 to -0.10; P < .001, respectively).
Conclusions And Relevance:
Newborn functional connectivity was associated with early-emerging empathy, prosociality, and callous-unemotional traits, even when accounting for parental callous-unemotional traits and child externalizing symptoms. Understanding the neurobiological underpinnings of empathy, prosociality, and callous-unemotional traits at the earliest developmental point may help early risk stratification and novel intervention development.
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