Bidirectional Causal Relationships between Obesity and Executive Function in Children and Adolescents: A Genetic Instrumental Variable Analysis
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| Title: | Bidirectional Causal Relationships between Obesity and Executive Function in Children and Adolescents: A Genetic Instrumental Variable Analysis |
|---|---|
| Language: | English |
| Authors: | Jia Zheng (ORCID |
| Source: | Developmental Science. 2026 29(3). |
| Availability: | Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www.wiley.com/en-us |
| Peer Reviewed: | Y |
| Page Count: | 12 |
| Publication Date: | 2026 |
| Document Type: | Journal Articles Reports - Research |
| Descriptors: | Foreign Countries, Abstract Reasoning, Cognitive Ability, Executive Function, Cognitive Tests, Short Term Memory, Reaction Time, Interference (Learning), Obesity, Children, Adolescents, Genetics, Biological Influences, Adjustment (to Environment), Inhibition |
| Geographic Terms: | China |
| Assessment and Survey Identifiers: | Wisconsin Card Sorting Test, Trail Making Test, Digit Span Test, Stroop Color Word Test |
| DOI: | 10.1111/desc.70158 |
| ISSN: | 1363-755X 1467-7687 |
| Abstract: | This study examines the causal relationship between obesity and executive function (EF)--including cognitive flexibility, inhibitory control, and working memory--using genetic instrumental variable analysis. A bidirectional two-stage least squares (2SLS) analysis was conducted in 406 children and adolescents. EF was measured by standard cognitive tests, and polygenic risk scores were used as genetic instruments, adjusting for key covariates. Higher BMI causally impaired cognitive regulation, significantly affecting perseverative responses (β = -0.25), categories completed (β = 0.21), TMT-A (β = -0.24), and TMT-B (β = -0.37). No causal effect of EF deficits on obesity was observed. Sensitivity analyses confirmed the unidirectional impact of obesity on cognitive flexibility. Obesity causally impairs cognitive flexibility in youth, highlighting the importance of obesity prevention for cognitive health. Genetic findings should be interpreted with caution due to sensitivity to polygenic risk score construction. Further research should explore gene--environment interactions in larger samples. |
| Abstractor: | As Provided |
| Entry Date: | 2026 |
| Accession Number: | EJ1504456 |
| Database: | ERIC |
| Abstract: | This study examines the causal relationship between obesity and executive function (EF)--including cognitive flexibility, inhibitory control, and working memory--using genetic instrumental variable analysis. A bidirectional two-stage least squares (2SLS) analysis was conducted in 406 children and adolescents. EF was measured by standard cognitive tests, and polygenic risk scores were used as genetic instruments, adjusting for key covariates. Higher BMI causally impaired cognitive regulation, significantly affecting perseverative responses (β = -0.25), categories completed (β = 0.21), TMT-A (β = -0.24), and TMT-B (β = -0.37). No causal effect of EF deficits on obesity was observed. Sensitivity analyses confirmed the unidirectional impact of obesity on cognitive flexibility. Obesity causally impairs cognitive flexibility in youth, highlighting the importance of obesity prevention for cognitive health. Genetic findings should be interpreted with caution due to sensitivity to polygenic risk score construction. Further research should explore gene--environment interactions in larger samples. |
|---|---|
| ISSN: | 1363-755X 1467-7687 |
| DOI: | 10.1111/desc.70158 |
