Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2021 Jun 10;31(7):3311-3322.
doi: 10.1093/cercor/bhab012.

Cognitive and Neural Correlates of Loneliness and Wisdom during Emotional Bias

Affiliations

Cognitive and Neural Correlates of Loneliness and Wisdom during Emotional Bias

Gillian Grennan et al. Cereb Cortex. .

Abstract

Loneliness and wisdom have opposing impacts on health and well-being, yet their neuro-cognitive bases have never been simultaneously investigated. In this study of 147 healthy human subjects sampled across the adult lifespan, we simultaneously studied the cognitive and neural correlates of loneliness and wisdom in the context of an emotion bias task. Aligned with the social threat framework of loneliness, we found that loneliness was associated with reduced speed of processing when angry emotional stimuli were presented to bias cognition. In contrast, we found that wisdom was associated with greater speed of processing when happy emotions biased cognition. Source models of electroencephalographic data showed that loneliness was specifically associated with enhanced angry stimulus-driven theta activity in the left transverse temporal region of interest, which is located in the area of the temporoparietal junction (TPJ), while wisdom was specifically related to increased TPJ theta activity during happy stimulus processing. Additionally, enhanced attentiveness to threatening stimuli for lonelier individuals was observed as greater beta activity in left superior parietal cortex, while wisdom significantly related to enhanced happy stimulus-evoked alpha activity in the left insula. Our results demonstrate emotion-context driven modulations in cognitive neural circuits by loneliness versus wisdom.

Keywords: EEG; emotion bias; happiness; insula; social threat; temporo-parietal junction.

PubMed Disclaimer

Figures

Figure 1
Figure 1
(A) Emotion bias task design. (B) Relationship between wisdom versus loneliness (n = 147, rs = −0.632, P < 0.0001). (C) Relationship between loneliness and response speed in the presence of angry emotion distractors (rs = −0.179, P = 0.03). (D) Relationship between wisdom and response speed in the presence of happy emotion distractors (rs = 0.196, P = 0.02). Response speeds in the presence of angry/happy distractors are calculated relative to speed when neutral emotion stimuli were presented to each subject.
Figure 2
Figure 2
Distinct neural correlates for loneliness and wisdom. A significant relationship was observed for loneliness during angry emotion bias in the left transverse temporal cortex in the theta band (A) and in the left superior parietal cortex in the beta band (B). In contrast, a significant relationship was observed for wisdom during happy emotion bias in the left transverse temporal cortex in the theta band (C) and in the left insula in the alpha band (D). Relevant cortical regions are highlighted in blue on inflated brain surface parcellations. The loneliness robust regression model controlled for social network score and wisdom, and the wisdom model controlled for social network score and loneliness. Neural data 5 SD outliers were removed prior to modeling. Fit lines are shown with 95% CI, y-axes values are log-scaled.

References

    1. Adolphs R. 2002. Neural systems for recognizing emotion. Curr Opin Neurobiol. 12:169–177. - PubMed
    1. Anderson T, Darling D. 1952. Asymptotic theory of certain “goodness of fit” criteria based on stochastic processes. Ann Math Stat. 23:193–212.
    1. Ardelt M. 2000. Intellectual versus wisdom-related knowledge: the case for a different kind of learning in the later years of life. Educ Gerontol. 26:771–789.
    1. Ardelt M, Edwards CA. 2016. Wisdom at the end of life: an analysis of mediating and moderating relations between wisdom and subjective well-being. J Gerontol B Psychol Sci Soc Sci. 71:502–513. - PubMed
    1. Ardelt M, Ferrari M. 2019. Effects of wisdom and religiosity on subjective well-being in old age and young adulthood: exploring the pathways through mastery and purpose in life. Int Psychogeriatrics. 31:477–489. - PubMed

Publication types