Samara Amjad, Murphy Tatianna, Strain Jeremy, Rutlin Jerrel, Sun Peng, Neyman Olga, Sreevalsan Nitya, Shimony Joshua S, Ances Beau M, Song Sheng-Kwei, Hershey Tamara, Eisenstein Sarah A
Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States.
Department of Neurology, Washington University School of Medicine, St. Louis, MO, United States.
Front Hum Neurosci. 2020 Jan 14;13:464. doi: 10.3389/fnhum.2019.00464. eCollection 2019.
Human obesity is associated with low-grade chronic systemic inflammation, alterations in brain structure and function, and cognitive impairment. Rodent models of obesity show that high-calorie diets cause brain inflammation (neuroinflammation) in multiple regions, including the hippocampus, and impairments in hippocampal-dependent memory tasks. To determine if similar effects exist in humans with obesity, we applied Diffusion Basis Spectrum Imaging (DBSI) to evaluate neuroinflammation and axonal integrity. We examined diffusion-weighted magnetic resonance imaging (MRI) data in two independent cohorts of obese and non-obese individuals (Cohort 1: 25 obese/21 non-obese; Cohort 2: 18 obese/41 non-obese). We applied Tract-based Spatial Statistics (TBSS) to allow whole-brain white matter (WM) analyses and compare DBSI-derived isotropic and anisotropic diffusion measures between the obese and non-obese groups. In both cohorts, the obese group had significantly greater DBSI-derived restricted fraction (DBSI-RF; an indicator of neuroinflammation-related cellularity), and significantly lower DBSI-derived fiber fraction (DBSI-FF; an indicator of apparent axonal density) in several WM tracts (all corrected < 0.05). Moreover, using region of interest analyses, average DBSI-RF and DBSI-FF values in the hippocampus were significantly greater and lower, respectively, in obese relative to non-obese individuals (Cohort 1: = 0.045; Cohort 2: = 0.008). Hippocampal DBSI-FF and DBSI-RF and amygdalar DBSI-FF metrics related to cognitive performance in Cohort 2. In conclusion, these findings suggest that greater neuroinflammation-related cellularity and lower apparent axonal density are associated with human obesity and cognitive performance. Future studies are warranted to determine a potential role for neuroinflammation in obesity-related cognitive impairment.
人类肥胖与低度慢性全身性炎症、脑结构和功能改变以及认知障碍有关。肥胖的啮齿动物模型显示,高热量饮食会导致包括海马体在内的多个脑区发生脑部炎症(神经炎症),并损害依赖海马体的记忆任务。为了确定肥胖人群是否存在类似影响,我们应用扩散基谱成像(DBSI)来评估神经炎症和轴突完整性。我们检查了两个独立队列中肥胖和非肥胖个体的扩散加权磁共振成像(MRI)数据(队列1:25名肥胖者/21名非肥胖者;队列2:18名肥胖者/41名非肥胖者)。我们应用基于体素的空间统计学(TBSS)进行全脑白质(WM)分析,并比较肥胖组和非肥胖组之间DBSI衍生的各向同性和各向异性扩散测量值。在两个队列中,肥胖组在几条白质束中的DBSI衍生受限分数(DBSI-RF;神经炎症相关细胞性的指标)显著更高,而DBSI衍生纤维分数(DBSI-FF;表观轴突密度的指标)显著更低(所有校正P<0.05)。此外,通过感兴趣区域分析,相对于非肥胖个体,肥胖个体海马体中的平均DBSI-RF和DBSI-FF值分别显著更高和更低(队列1:P=0.045;队列2:P=0.008)。队列2中,海马体DBSI-FF和DBSI-RF以及杏仁核DBSI-FF指标与认知表现相关。总之,这些发现表明,与神经炎症相关的细胞性增加和表观轴突密度降低与人类肥胖和认知表现有关。未来有必要开展研究,以确定神经炎症在肥胖相关认知障碍中的潜在作用。