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Childhood obesity is a serious health concern that is not yet fully understood. Previous research has linked obesity with neurobehavioral factors such as behavior, cognition, and brain morphology. The causal directions of these relationships remain mostly untested. We filled this gap by using the Adolescent Brain Cognitive Development study cohort comprising 11,875 children aged 9-10. First, correlations between the age- and sex-specific 95th BMI percentile (%BMIp95) and neurobehavioral measures were cross-sectionally analyzed. Effects were then aggregated by neurobehavioral domain for causal analyses. Behavioral genetic Direction of Causation modeling was used to test the direction of each relationship. Findings were validated by longitudinal cross-lagged panel modeling. %BMIp95 correlated with impulsivity, motivation, psychopathology, eating behavior, and cognitive tests (executive functioning, language, memory, perception, working memory). Greater %BMIp95 was also associated with reduced cortical thickness in frontal and temporal brain areas but with increased thickness in parietal and occipital areas. Similar although weaker patterns emerged for cortical surface area and volume. Behavioral genetic modeling suggested causal effects of %BMIp95 on eating behavior (ß = 0.26), cognition (ß = 0.05), cortical thickness (ß = 0.15), and cortical surface area (ß = 0.07). Personality/psychopathology (ß = 0.09) and eating behavior (ß = 0.16) appeared to influence %BMIp95. Longitudinal evidence broadly supported these findings. Results regarding cortical volume were inconsistent. Results supported causal effects of obesity on brain functioning and morphology. The present study highlights the importance of physical health for brain development and may inform interventions aimed at preventing or reducing pediatric obesity. RESEARCH HIGHLIGHTS: A continuous measure related to obesity, %BMIp95, has correlations with various measures of brain functioning and structure Behavioral genetic and longitudinal modeling suggest causal links from personality, psychopathology, and eating behavior to %BMIp95 Results also indicate directional links from %BMIp95 to eating behavior, cognition, cortical thickness, and cortical surface area Obesity may play a role for healthy brain development during childhood.
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BACKGROUND: Children diagnosed with cancer are at increased risk for the development of psychosocial problems. Currently, no qualitative and quantitative tests are available to measure their need for psychosocial follow-up care. The NPO-11 screening was developed to tackle this issue. PATIENTS AND METHODS: 11 dichotomous items were generated to measure self- and parent-reported fear of progression, sadness, avolition, self-esteem problems, school and vocational problems, somatic complaints, emotional withdrawal, social disintegration, pseudo-maturity, parent-child conflicts, and parental conflicts. Data from N=101 parent-child dyads were obtained to validate the NPO-11. RESULTS: Self- and parent-reported items showed few missing values and response frequencies without floor or ceiling effects. Inter-rater reliability was fair to moderate. Factor analysis confirmed a single-factor model and therefore an overall NPO-11 sum score. Self- and parent-reported sum scores had sufficient to good reliability and large correlations with health-related quality of life. CONCLUSION: The NPO-11 is a screening for psychosocial needs in pediatric follow-up care with good psychometric properties. It may help to plan diagnostics and interventions for patients transitioning from in-patient to out-patient treatment.