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. 2018 Aug 1:176:22-28.
doi: 10.1016/j.neuroimage.2018.04.033. Epub 2018 Apr 14.

Widespread associations between trait conscientiousness and thickness of brain cortical regions

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Widespread associations between trait conscientiousness and thickness of brain cortical regions

Gary J Lewis et al. Neuroimage. .

Abstract

The neural correlates of human personality have been of longstanding interest; however, most studies in the field have relied on modest sample sizes and few replicable results have been reported to date. We investigated relationships between personality and brain gray matter in a sample of generally healthy, older (mean age 73 years) adults from Scotland drawn from the Lothian Birth Cohort 1936. Participants (N = 578) completed a brain MRI scan and self-reported Big Five personality trait measures. Conscientiousness trait scores were positively related to brain cortical thickness in a range of regions, including bilateral parahippocampal gyrus, bilateral fusiform gyrus, left cingulate gyrus, right medial orbitofrontal cortex, and left dorsomedial prefrontal cortex. These associations - most notably in frontal regions - were modestly-to-moderately attenuated by the inclusion of biomarker variables assessing allostatic load and smoking status. None of the other personality traits showed robust associations with brain cortical thickness, nor did we observe any personality trait associations with cortical surface area and gray matter volume. These findings indicate that brain cortical thickness is associated with conscientiousness, perhaps partly accounted for by allostatic load and smoking status.

Keywords: Allostatic load; Brain; Conscientiousness; Cortical thickness; Neuroanatomy; Personality.

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Figures

Fig. 1
Fig. 1
Results of cortical thickness regressed against (A) Big Five conscientiousness (Q map), (B) Big Five conscientiousness (t map). A false discovery rate threshold of 0.05 is used to control for multiple comparisons. Colors, representing Q/t values, are superimposed on an average surface template. Results are corrected for sex, age in days at brain scanning, intracranial volume, the other four Big Five traits/plasticity, and general intelligence. A Q-map illustrates areas of significance at P < 0.05 after adjusting for multiple comparisons via false discovery rate.
Fig. 2
Fig. 2
(A) Proportion of the association between Big Five conscientiousness and cortical thickness that is accounted for by the four allostatic load variables and smoking status; (B) formal test of attenuation for the association between conscientiousness and cortical thickness following the inclusion of the four allostatic load variables and smoking status.
Fig. 3
Fig. 3
Results of cortical thickness regressed against Big Five conscientiousness. A false discovery rate threshold of 0.05 is used to control for multiple comparisons. Colors, representing Q values, are superimposed on an average surface template. Results are corrected for sex, age in days at brain scanning, intracranial volume, the other four Big Five traits, general intelligence, the four allostatic load variables, and smoking status. A Q-map illustrates areas of significance at P < 0.05 after adjusting for multiple comparisons via false discovery rate.

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References

    1. Ackerman P.L., Heggestad E.D. Intelligence, personality, and interests: evidence for overlapping traits. Psychol. Bull. 1997;121:219–245. - PubMed
    1. Allen M.S., Laborde S. Five factor personality traits and inflammatory biomarkers in the English longitudinal study of aging. Personality Individ. Differ. 2017;111:205–210.
    1. Ashton M.C., Lee K., Vernon P.A., Jang K.L. Fluid intelligence, crystallized intelligence, and the openness/intellect factor. J. Res. Personality. 2000;34:198–207.
    1. Bjørnebekk A., Fjell A.M., Walhovd K.B., Grydeland H., Torgersen S., Westlye L.T. Neuronal correlates of the five factor model (FFM) of human personality: multimodal imaging in a large healthy sample. Neuroimage. 2013;65:194–208. - PubMed
    1. Bogg T., Roberts B.W. Conscientiousness and health-related behaviors: a meta-analysis of the leading behavioral contributors to mortality. Psychol. Bull. 2004;130:887–919. - PubMed

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