Brain and molecular mechanisms underlying the nonlinear association between close friendships, mental health, and cognition in children

Author:

Shen Chun123ORCID,Rolls Edmund T145ORCID,Xiang Shitong12ORCID,Langley Christelle67,Sahakian Barbara J167,Cheng Wei128910,Feng Jianfeng12348ORCID

Affiliation:

1. Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University

2. Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education

3. State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science (Fudan University), Ministry of Education

4. Department of Computer Science, University of Warwick

5. Oxford Centre for Computational Neuroscience

6. Department of Psychiatry, University of Cambridge

7. Behavioural and Clinical Neuroscience Institute, University of Cambridge

8. Fudan ISTBI—ZJNU Algorithm Centre for Brain-Inspired Intelligence, Zhejiang Normal University

9. Shanghai Medical College and Zhongshan Hospital Immunotherapy Technology Transfer Center

10. Department of Neurology, Huashan Hospital, Fudan University

Abstract

Close friendships are important for mental health and cognition in late childhood. However, whether the more close friends the better, and the underlying neurobiological mechanisms are unknown. Using the Adolescent Brain Cognitive Developmental study, we identified nonlinear associations between the number of close friends, mental health, cognition, and brain structure. Although few close friends were associated with poor mental health, low cognitive functions, and small areas of the social brain (e.g., the orbitofrontal cortex, the anterior cingulate cortex, the anterior insula, and the temporoparietal junction), increasing the number of close friends beyond a level (around 5) was no longer associated with better mental health and larger cortical areas, and was even related to lower cognition. In children having no more than five close friends, the cortical areas related to the number of close friends revealed correlations with the density of μ-opioid receptors and the expression of OPRM1 and OPRK1 genes, and could partly mediate the association between the number of close friends, attention-deficit/hyperactivity disorder (ADHD) symptoms, and crystalized intelligence. Longitudinal analyses showed that both too few and too many close friends at baseline were associated with more ADHD symptoms and lower crystalized intelligence 2 y later. Additionally, we found that friendship network size was nonlinearly associated with well-being and academic performance in an independent social network dataset of middle-school students. These findings challenge the traditional idea of ‘the more, the better,’ and provide insights into potential brain and molecular mechanisms.

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Shanghai Rising-Star Program

National Key Research and Development Program of China

Shanghai Municipal Science and Technology Major Project

111 Project

ZJ Lab

Shanghai Center for Brain Science and Brain-Inspired Technology

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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