Department of Psychiatry, Dalhousie University, Halifax, NS, Canada.
Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Mol Psychiatry. 2021 Nov;26(11):6806-6819. doi: 10.1038/s41380-021-01098-x. Epub 2021 Apr 16.
Individuals with bipolar disorders (BD) frequently suffer from obesity, which is often associated with neurostructural alterations. Yet, the effects of obesity on brain structure in BD are under-researched. We obtained MRI-derived brain subcortical volumes and body mass index (BMI) from 1134 BD and 1601 control individuals from 17 independent research sites within the ENIGMA-BD Working Group. We jointly modeled the effects of BD and BMI on subcortical volumes using mixed-effects modeling and tested for mediation of group differences by obesity using nonparametric bootstrapping. All models controlled for age, sex, hemisphere, total intracranial volume, and data collection site. Relative to controls, individuals with BD had significantly higher BMI, larger lateral ventricular volume, and smaller volumes of amygdala, hippocampus, pallidum, caudate, and thalamus. BMI was positively associated with ventricular and amygdala and negatively with pallidal volumes. When analyzed jointly, both BD and BMI remained associated with volumes of lateral ventricles and amygdala. Adjusting for BMI decreased the BD vs control differences in ventricular volume. Specifically, 18.41% of the association between BD and ventricular volume was mediated by BMI (Z = 2.73, p = 0.006). BMI was associated with similar regional brain volumes as BD, including lateral ventricles, amygdala, and pallidum. Higher BMI may in part account for larger ventricles, one of the most replicated findings in BD. Comorbidity with obesity could explain why neurostructural alterations are more pronounced in some individuals with BD. Future prospective brain imaging studies should investigate whether obesity could be a modifiable risk factor for neuroprogression.
个体患有双相情感障碍(BD)经常会出现肥胖症,而肥胖症通常与神经结构改变有关。然而,肥胖症对 BD 患者大脑结构的影响仍研究不足。我们从 ENIGMA-BD 工作组的 17 个独立研究地点获得了 1134 名 BD 患者和 1601 名对照个体的 MRI 衍生的脑皮质下体积和体重指数(BMI)。我们使用混合效应模型共同对 BD 和 BMI 对皮质下体积的影响进行建模,并使用非参数自举法测试肥胖症对组间差异的中介作用。所有模型都控制了年龄、性别、半球、总颅内体积和数据采集地点。与对照组相比,BD 患者的 BMI 显著更高,侧脑室体积更大,杏仁核、海马体、苍白球、尾状核和丘脑体积更小。BMI 与脑室和杏仁核呈正相关,与苍白球体积呈负相关。当联合分析时,BD 和 BMI 仍然与侧脑室和杏仁核的体积相关。调整 BMI 后,BD 与对照组之间的脑室体积差异减小。具体来说,BD 与脑室体积之间的关联有 18.41%是由 BMI 介导的(Z=2.73,p=0.006)。BMI 与类似的区域性脑体积相关,包括侧脑室、杏仁核和苍白球。较高的 BMI 可能部分解释了 BD 中脑室更大的原因,这是 BD 中最具重复性的发现之一。与肥胖症的共病可能解释了为什么在一些 BD 患者中神经结构改变更为明显。未来的前瞻性脑成像研究应该调查肥胖症是否可以作为神经进展的可改变风险因素。