Yan Meiqi, Chen Jindong, Liu Feng, Li Huabing, Zhao Jingping, Guo Wenbin
Department of Psychiatry, National Clinical Research Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China.
Department of Radiology, Tianjin Medical University General Hospital, Tianjin, China.
Front Aging Neurosci. 2022 Mar 30;14:804621. doi: 10.3389/fnagi.2022.804621. eCollection 2022.
Gastrointestinal (GI) symptoms are prominent in many patients with major depressive disorder (MDD). However, it remains unclear whether MDD patients with GI symptoms have brain imaging alterations in the default mode network (DMN) regions.
A total of 35 MDD patients with GI symptoms, 17 MDD patients without GI symptoms, and 28 healthy controls (HCs) were recruited. All participants underwent resting-state functional magnetic resonance imaging scans. Network homogeneity (NH) and support vector machine (SVM) methods were used to analyze the imaging data.
Gastrointestinal group showed higher 17-item Hamilton Rating Scale for Depression total scores and factor scores than the non-GI group. Compared with the non-GI group and HCs, the GI group showed decreased NH in the right middle temporal gyrus (MTG) and increased NH in the right precuneus (PCu). The SVM results showed that a combination of NH values of the right PCu and the right MTG exhibited the highest accuracy of 88.46% (46/52) to discriminate MDD patients with GI symptoms from those without GI symptoms.
Major depressive disorder patients with GI symptoms have more severe depressive symptoms than those without GI symptoms. Distinctive NH patterns in the DMN exist in MDD patients with GI symptoms, which can be applied as a potential brain imaging marker to discriminate MDD patients with GI symptoms from those without GI symptoms.
胃肠道(GI)症状在许多重度抑郁症(MDD)患者中很突出。然而,尚不清楚有胃肠道症状的MDD患者在默认模式网络(DMN)区域是否存在脑成像改变。
共招募了35名有胃肠道症状的MDD患者、17名无胃肠道症状的MDD患者和28名健康对照者(HCs)。所有参与者均接受静息态功能磁共振成像扫描。采用网络同质性(NH)和支持向量机(SVM)方法分析成像数据。
胃肠道症状组的17项汉密尔顿抑郁量表总分及因子分高于无胃肠道症状组。与无胃肠道症状组和健康对照者相比,胃肠道症状组右侧颞中回(MTG)的NH降低,右侧楔前叶(PCu)的NH升高。SVM结果显示,右侧PCu和右侧MTG的NH值组合在区分有胃肠道症状的MDD患者和无胃肠道症状的MDD患者时,准确率最高,为88.46%(46/52)。
有胃肠道症状的重度抑郁症患者比无胃肠道症状的患者有更严重的抑郁症状。有胃肠道症状的MDD患者在DMN中存在独特的NH模式,可作为区分有胃肠道症状的MDD患者和无胃肠道症状的MDD患者的潜在脑成像标志物。