Causal relationship between obesity, leptin, and brain structure and functional connectivity: evidence based on bidirectional and mediation mendelian randomisation analyses

This study used Mendelian randomisation (MR) to explore the putative causal relationship between obesity, leptin, brain alternations represented by magnetic resonance imaging (MRI) phenotypes, and Mediation MR to confirm the mediating role of leptin in obesity and brain changes. The fusiform surface area (SA) (pFDR = 0.005), the bankssts SA (pFDR = 0.022), and the second principal components for fractional anisotropy (FA PC) in posterior thalamic radiation (pFDR = 0.042) had negative causal effects on obesity. Obesity risk had negative causal effects on the first FA PC in superior frontal-occipital fasciculus (pFDR = 0.020) and mean fractional anisotropy (FA) of superior frontal-occipital fasciculus (pFDR = 0.020). Leptin content was positively associated with the risk of obesity (pFDR = 0.020). The inferior parietal SA was negatively correlated with leptin content (p = 0.022). Leptin may serve as a potential mediator of obesity-induced shrinkage of the inferior parietal SA (95% CI = -0.012 to 1.111; p = 0.049). This study supports the potential bidirectional causal relationship between obesity and several aspects of brain macro- and microstructure and functional connectivity (FC), and leptin may be involved in the causal pathway from obesity to brain alterations.

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Publication Details

Journal
Nutrition & Metabolism
Published
2026-02-13
DOI
https://doi.org/10.1186/s12986-026-01081-9
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Causal relationship between obesity, leptin, and brain structure and functional connectivity: evidence based on bidirectional and mediation mendelian randomisation analyses

Xinguang Xiao, Mengmeng Wen, Man Bai, Fuyuan Deng et al.
Nutrition & Metabolism
Advanced Neuroimaging Techniques and Applications
article

Causal relationship between obesity, leptin, and brain structure and functional connectivity: evidence based on bidirectional and mediation mendelian randomisation analyses

Xinguang Xiao, Mengmeng Wen, Man Bai, Fuyuan Deng, Ziyuan Li, Liming Lu, Guangpeng Zhang, Runhua Li, Yue Wu, Jing Zhang, Yanmin Shi
article en

Abstract

This study used Mendelian randomisation (MR) to explore the putative causal relationship between obesity, leptin, brain alternations represented by magnetic resonance imaging (MRI) phenotypes, and Mediation MR to confirm the mediating role of leptin in obesity and brain changes. The fusiform surface area (SA) (pFDR = 0.005), the bankssts SA (pFDR = 0.022), and the second principal components for fractional anisotropy (FA PC) in posterior thalamic radiation (pFDR = 0.042) had negative causal effects on obesity. Obesity risk had negative causal effects on the first FA PC in superior frontal-occipital fasciculus (pFDR = 0.020) and mean fractional anisotropy (FA) of superior frontal-occipital fasciculus (pFDR = 0.020). Leptin content was positively associated with the risk of obesity (pFDR = 0.020). The inferior parietal SA was negatively correlated with leptin content (p = 0.022). Leptin may serve as a potential mediator of obesity-induced shrinkage of the inferior parietal SA (95% CI = -0.012 to 1.111; p = 0.049). This study supports the potential bidirectional causal relationship between obesity and several aspects of brain macro- and microstructure and functional connectivity (FC), and leptin may be involved in the causal pathway from obesity to brain alterations.

Nutrition & MetabolismVol. 23(1)
Guangzhou University of Chinese Medicine (CN), Guiyang Medical University (CN), Sun Yat-sen University (CN), The First Affiliated Hospital, Sun Yat-sen University (CN), Zhengzhou Central Hospital (CN)
Openalex Percentile: Top 56%
Advanced Neuroimaging Techniques and Applications
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