Neurobehavioural Correlates of Obesity are Largely Heritable

Vainik, U.; Baker, T. B.; Alanis, J. C. G.; Dadar, M.; Michaud, A.; Misic, B.; Zeighami, Y.; Zhang, Y.; Collins, D. L.; Dagher, A.

doi:10.1101/204917

bioRxiv · 10.1101/204917

Neurobehavioural Correlates of Obesity are Largely Heritable

Vainik, U.·Baker, T. B.·Alanis, J. C. G.·Dadar, M.·Michaud, A.·Misic, B.·Zeighami, Y.·Zhang, Y.·Collins, D. L.·Dagher, A.

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Abstract

Recent molecular genetic studies have shown that the majority of genes associated with obesity are expressed in the central nervous system. Obesity has also been associated with neurobehavioural factors such as brain morphology, cognitive performance, and personality. Here, we tested whether these neurobehavioural factors were associated with the heritable variance in obesity measured by body mass index (BMI) in the Human Connectome Project (N=895 siblings). Phenotypically, cortical thickness findings supported the \"right brain hypothesis\" for obesity. Namely, increased BMI associated with decreased cortical thickness in right frontal lobe and increased thickness in the left frontal lobe, notably in lateral prefrontal cortex. In addition, lower thickness and volume in entorhinal-parahippocampal structures, and increased thickness in parietal-occipital structures in obese participants supported the role of visuospatial function in obesity. Brain morphometry results were supported by cognitive tests, which outlined obesitys negative association with visuospatial function, verbal episodic memory, impulsivity, and cognitive flexibility. Personality-obesity correlations were inconsistent. We then aggregated the effects for each neurobehavioural factor for a behavioural genetics analysis and demonstrated the factors genetic overlap with obesity. Namely, cognitive test scores and brain morphometry had 0.25 - 0.45 genetic correlations with obesity, and the phenotypic correlations with obesity were 77-89% explained by genetic factors. Neurobehavioural factors also had some genetic overlap with each other. In summary, obesity has considerable genetic overlap with brain and cognitive measures. This supports the theory that obesity is inherited via brain function, and may inform intervention strategies.\n\nSignificance StatementObesity is a widespread heritable health condition. Evidence from psychology, cognitive neuroscience, and genetics has proposed links between obesity and the brain. The current study tested whether the heritable variance in obesity is explained by brain and behavioural factors in a large brain imaging cohort that included multiple related individuals. We found that the heritable variance in obesity had genetic correlations 0.25 - 0.45 with cognitive tests, cortical thickness, and regional brain volume. In particular, obesity was associated with frontal lobe asymmetry and differences in temporal-parietal perceptual systems. Further, we found genetic overlap between certain brain and behavioural factors. In summary, the genetic vulnerability to obesity is expressed in the brain. This may inform intervention strategies.

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Vainik, U., Baker, T. B., Alanis, J. C. G., Dadar, M., Michaud, A., Misic, B., Zeighami, Y., Zhang, Y., Collins, D. L., Dagher, A.. 2017-10-18. Neurobehavioural Correlates of Obesity are Largely Heritable. https://doi.org/10.1101/204917

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