MTA-PTE Clinical Neuroscience MR Research Group, Pecs, Hungary.
Department of Neurology, University of Pecs, Medical School, Pecs, Hungary.
PLoS One. 2018 Oct 18;13(10):e0205331. doi: 10.1371/journal.pone.0205331. eCollection 2018.
Neuroimaging data suggest that pediatric overweight and obesity are associated with morphological alterations in gray matter (GM) brain structures, but previous studies using mainly voxel-based morphometry (VBM) showed inconsistent results. Here, we aimed to examine the relationship between youth obesity and the volume of predefined reward system structures using magnetic resonance (MR) volumetry. We also aimed to complement volumetry with VBM-style analysis.
Fifty-one Caucasian young subjects (32 females; mean age: 13.8±1.9, range: 10.2-16.5 years) were included. Subjects were selected from a subsample of the I.Family study examined in the Hungarian center. A T1-weighted 1 mm3 isotropic resolution image was acquired. Age- and sex-standardized body mass index (zBMI) was assessed at the day of MRI and ~1.89 years (mean±SD: 689±188 days) before the examination. Obesity related GM alterations were investigated using MR volumetry in five predefined brain structures presumed to play crucial roles in body weight regulation (hippocampus, amygdala, accumbens, caudate, putamen), as well as whole-brain and regional VBM.
The volumes of accumbens and amygdala showed significant positive correlations with zBMI, while their GM densities were inversely related to zBMI. Voxel-based GM mass also showed significant negative correlation with zBMI when investigated in the predefined amygdala region, but this relationship was mediated by GM density.
Overweight/obesity related morphometric brain differences already seem to be present in children/adolescents. Our work highlights the disparity between volume and VBM-derived measures and that GM mass (combination of volume and density) is not informative in the context of obesity related volumetric changes. To better characterize the association between childhood obesity and GM morphometry, a combination of volumetric segmentation and VBM methods, as well as future longitudinal studies are necessary. Our results suggest that childhood obesity is associated with enlarged structural volumes, but decreased GM density in the reward system.
神经影像学数据表明,儿童超重和肥胖与灰质(GM)脑结构的形态改变有关,但以前使用基于体素的形态测量学(VBM)的研究结果不一致。在这里,我们旨在使用磁共振(MR)体积测量法检查青年肥胖与预先设定的奖励系统结构体积之间的关系。我们还旨在通过 VBM 式分析来补充体积测量。
共纳入 51 名白种人年轻受试者(32 名女性;平均年龄:13.8±1.9 岁,范围:10.2-16.5 岁)。这些受试者是在匈牙利中心进行的 I.Family 研究的子样本中选择的。采集了一个 1 毫米 3 各向同性分辨率的 T1 加权图像。在 MRI 检查当天和检查前约 1.89 年(平均±SD:689±188 天)评估了年龄和性别标准化的体重指数(zBMI)。使用磁共振体积测量法研究了五个预先设定的大脑结构(海马体、杏仁核、伏隔核、尾状核、壳核)中与肥胖相关的 GM 改变,以及全脑和区域 VBM。
伏隔核和杏仁核的体积与 zBMI 呈显著正相关,而其 GM 密度与 zBMI 呈负相关。当在预先设定的杏仁核区域进行 VBM 研究时,GM 质量也与 zBMI 呈显著负相关,但这种关系受 GM 密度的影响。
超重/肥胖相关的形态学脑差异似乎已经存在于儿童/青少年中。我们的工作强调了体积和 VBM 衍生测量之间的差异,并且 GM 质量(体积和密度的组合)在肥胖相关的体积变化背景下没有信息量。为了更好地描述儿童肥胖与 GM 形态之间的关联,需要结合体积分割和 VBM 方法进行,以及未来的纵向研究。我们的研究结果表明,儿童肥胖与奖励系统中结构体积增大,但 GM 密度降低有关。