Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China.
The Center for Brain Imaging Science and Technology, Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrumental Science, Zhejiang University, 38 Zheda Rd, Zhejiang, 310027, Hangzhou, China.
Brain Imaging Behav. 2020 Dec;14(6):2731-2744. doi: 10.1007/s11682-019-00223-3.
Patients with end-stage renal disease (ESRD) are notably accompanied by cognitive disorder and anxiety or depressive symptom. We aimed to explore the linkages of the amygdala-based MR parameters, cognitive and mood performance, systematic inflammation and gut microbiota in ESRD. This prospective study enrolled 28 ESRD patients (13 males and 15 females, mean age of 43.9 ± 13.8 years) and 19 age- and sex-matched healthy control (HC) (12 males and 7 females, mean age of 44.1 ± 10.0 years). All subjects underwent cognitive assessment, inflammatory factor and stool microbiota analysis, and brain MRI analysis [amygdala-based functional connectivity and voxel-based morphometry (VBM)]. ERSD was separated by different microbiota strains. All factors were compared between ESRD and HC, as well as between ESRD subgroups. Pearson correlation analysis and causal mediation analysis were conducted to further investigate the relationship among the factors derived from the gut microbiota, brain and systemic inflammation. ESRD displayed gut dysbiosis and increased systemic inflammation when compared to HC (all P < 0.05). Meanwhile, ESRD showed smaller VBM in amygdala, decreased functional connectivity in left amygdala - right inferior parietal lobe [P < 0.05, Gaussian Random Field (GRF) corrected] and worse cognitive or mood performance. Moreover, ESRD-B (Prevutella mainly), when compared to ESRD-A (Bacteroides mainly), displayed increased interleukin-6, self-rating anxiety scale and functional connectivity in left amygdala - bilateral anterior cingulate cortex / medial superior frontal cortex (P < 0.05, GRF corrected). Furthermore, the correlation network of ESRD showed that both gut dysbiosis and amygdala-based alteration were correlated with cognitive performance and systemic inflammation. Causal mediation analysis validated that the disrupted distribution of Roseburia indirectly regulated the amygdala-based functional connectivity through tumor necrosis factor-alpha. The gut dysbiosis induced by ESRD was closely related to pro-inflammatory cytokines, amygdala-based phenotype, and mood performance. The lower abundance in Roseburia indirectly modulated amygdala-based functional connectivity pattern by tumor necrosis factor-alpha, which might provide a new way in diagnosis and treatment in patients of ESRD with depressive/anxious mood.
终末期肾病 (ESRD) 患者常伴有认知障碍和焦虑或抑郁症状。本研究旨在探讨基于杏仁核的 MRI 参数、认知和情绪表现、系统性炎症和肠道微生物群与 ESRD 之间的联系。这项前瞻性研究纳入了 28 名 ESRD 患者(13 名男性和 15 名女性,平均年龄 43.9±13.8 岁)和 19 名年龄和性别匹配的健康对照组(12 名男性和 7 名女性,平均年龄 44.1±10.0 岁)。所有受试者均接受认知评估、炎症因子和粪便微生物群分析以及脑 MRI 分析[基于杏仁核的功能连接和基于体素的形态测量学(VBM)]。根据不同的微生物群菌株对 ESRD 进行分组。比较 ESRD 和 HC 以及 ESRD 亚组之间的所有因素。采用 Pearson 相关分析和因果中介分析进一步探讨来自肠道微生物群、大脑和全身炎症的因素之间的关系。与 HC 相比,ESRD 显示肠道菌群失调和全身炎症增加(均 P<0.05)。同时,ESRD 患者杏仁核 VBM 减小,左侧杏仁核-右侧顶下小叶功能连接减少[P<0.05,经高斯随机场(GRF)校正],认知或情绪表现更差。此外,与 ESRD-A(主要为拟杆菌)相比,ESRD-B(主要为普雷沃氏菌)表现出更高的白细胞介素-6、焦虑自评量表和左侧杏仁核-双侧前扣带回/内侧额上回功能连接(P<0.05,经 GRF 校正)。此外,ESRD 的相关网络显示,肠道菌群失调和基于杏仁核的改变均与认知表现和全身炎症相关。因果中介分析验证了通过肿瘤坏死因子-α,破骨菌的分布破坏间接调节基于杏仁核的功能连接。ESRD 引起的肠道菌群失调与促炎细胞因子、基于杏仁核的表型和情绪表现密切相关。通过肿瘤坏死因子-α,罗斯伯里氏菌的丰度降低间接调节基于杏仁核的功能连接模式,这可能为 ESRD 伴抑郁/焦虑情绪患者的诊断和治疗提供新途径。