Multimodal covarying brain patterns mediate genetic and psychological contributions to individual differences in pain sensitivity

Author:

Zhang Huijuan12,Zhao Lei12,Lu Xuejing12,Peng Weiwei3,Zhang Li4,Zhang Zhiguo56,Hu Li12,Cao Jin7,Tu Yiheng12ORCID

Affiliation:

1. CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China

2. Department of Psychology, University of Chinese Academy of Sciences, Beijing, China

3. School of Psychology, Shenzhen University, Shenzhen, China

4. School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, China

5. School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China

6. Peng Cheng Laboratory, Shenzhen, China

7. School of Life Sciences, Beijing University of Chinese Medicine, Beijing, China

Abstract

Abstract Individuals vary significantly in their pain sensitivity, with contributions from the brain, genes, and psychological factors. However, a multidimensional model integrating these factors is lacking due to their complex interactions. To address this, we measured pain sensitivity (ie, pain threshold and pain tolerance) using the cold pressor test, collected magnetic resonance imaging (MRI) data and genetic data, and evaluated psychological factors (ie, pain catastrophizing, pain-related fear, and pain-related anxiety) from 450 healthy participants with both sexes (160 male, 290 female). Using multimodal MRI fusion methods, we identified 2 pairs of covarying structural and functional brain patterns associated with pain threshold and tolerance, respectively. These patterns primarily involved regions related to self-awareness, sensory-discriminative, cognitive-evaluative, motion preparation and execution, and emotional aspects of pain. Notably, pain catastrophizing was negatively correlated with pain tolerance, and this relationship was mediated by the multimodal covarying brain patterns in male participants only. Furthermore, we identified an association between the single-nucleotide polymorphism rs4141964 within the fatty acid amide hydrolase gene and pain threshold, mediated by the identified multimodal covarying brain patterns across all participants. In summary, we suggested a model that integrates the brain, genes, and psychological factors to elucidate their role in shaping interindividual variations in pain sensitivity, highlighting the important contribution of the multimodal covarying brain patterns as important biological mediators in the associations between genes/psychological factors and pain sensitivity.

Funder

The STI-2030 Major Project

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Scientific Foundation of Institute of Psychology, Chinese Academy of Sciences

Publisher

Ovid Technologies (Wolters Kluwer Health)

Subject

Anesthesiology and Pain Medicine,Neurology (clinical),Neurology

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