Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Elife. 2023 Oct 20;12:e85175. doi: 10.7554/eLife.85175.
The relationship between obesity and human brain structure is incompletely understood. Using diffusion-weighted MRI from ∼30,000 UK Biobank participants, we test the hypothesis that obesity (waist-to-hip ratio, WHR) is associated with regional differences in two micro-structural MRI metrics: isotropic volume fraction (ISOVF), an index of free water, and intra-cellular volume fraction (ICVF), an index of neurite density. We observed significant associations with obesity in two coupled but distinct brain systems: a prefrontal/temporal/striatal system associated with ISOVF and a medial temporal/occipital/striatal system associated with ICVF. The ISOVFWHR system colocated with expression of genes enriched for innate immune functions, decreased glial density, and high mu opioid (MOR) and other neurotransmitter receptor density. Conversely, the ICVFWHR system co-located with expression of genes enriched for G-protein coupled receptors and decreased density of MOR and other receptors. To test whether these distinct brain phenotypes might differ in terms of their underlying shared genetics or relationship to maps of the inflammatory marker C-reactive Protein (CRP), we estimated the genetic correlations between WHR and ISOVF (r = 0.026, = 0.36) and ICVF (r = 0.112, P < 9×10) as well as comparing correlations between WHR maps and equivalent CRP maps for ISOVF and ICVF (<0.05). These correlational results are consistent with a two-way mechanistic model whereby genetically determined differences in neurite density in the medial temporal system may contribute to obesity, whereas water content in the prefrontal system could reflect a consequence of obesity mediated by innate immune system activation.
肥胖与人类大脑结构之间的关系尚未完全阐明。我们利用来自约 30000 名英国生物库参与者的弥散加权磁共振成像(diffusion-weighted MRI)来检验肥胖(腰围-臀围比,WHR)与两个微观结构 MRI 指标的区域差异相关的假设:各向同性体积分数(isotropic volume fraction,ISOVF),自由水指数和细胞内体积分数(intra-cellular volume fraction,ICVF),神经元密度指数。我们观察到肥胖与两个耦合但不同的大脑系统存在显著关联:与 ISOVF 相关的前额叶/颞叶/纹状体系统和与 ICVF 相关的内侧颞叶/枕叶/纹状体系统。ISOVFWHR 系统与富含先天免疫功能的基因表达、少突胶质细胞密度降低以及高μ阿片(MOR)和其他神经递质受体密度相关。相反,ICVFWHR 系统与富含 G 蛋白偶联受体的基因表达以及 MOR 和其他受体密度降低相关。为了测试这些不同的大脑表型在其潜在的共同遗传或与炎症标志物 C 反应蛋白(CRP)图谱的关系方面是否存在差异,我们估计了 WHR 与 ISOVF(r = 0.026,P = 0.36)和 ICVF(r = 0.112,P < 9×10)之间的遗传相关性,以及比较了 ISOVF 和 ICVF 的 WHR 图谱与等效 CRP 图谱之间的相关性(P < 0.05)。这些相关结果与一种双向机制模型一致,即内侧颞叶系统中神经元密度的遗传差异可能导致肥胖,而前额叶系统中的含水量可能反映出由先天免疫系统激活介导的肥胖后果。