Yang Chun, Tian Shiyun, Du Wei, Liu Meichen, Hu Rui, Gao Bingbing, Pan Tao, Song Qingwei, Liu Tieli, Wang Weiwei, Zhang Huimin, Miao Yanwei
Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian, China.
Department of Neurology, the First Affiliated Hospital of Dalian Medical University, Dalian, China.
Quant Imaging Med Surg. 2024 Sep 1;14(9):6397-6412. doi: 10.21037/qims-24-510. Epub 2024 Aug 19.
The link between glymphatic system function in the brain and alterations in white-matter microstructure among individuals with major depressive disorder (MDD) remains unclear. This study aimed to examine the assessment of glymphatic system function in patients with MDD using the diffusion tensor imaging along the perivascular space (DTI-ALPS) index and to evaluate its association with cerebral-white-matter abnormalities and neuropsychological scores.
From February 2023 to November 2023, this cross-sectional study recruited 35 patients with MDD from the Psychosomatic Diseases Department of the First Affiliated Hospital of Dalian Medical University. In this time period, 23 healthy controls (HCs) were enlisted from the community and matched with the MDD cohort in terms of years of education, gender, and age. All participants underwent magnetic resonance imaging, depression, anxiety, and cognitive assessments. The tract-based spatial statistics (TBSS) analyzed DTI parameters and identified significant clusters. Automated fiber quantification (AFQ) was used to automatically identify fiber bundles with statistical differences. Mann-Whitney tests or two-sample -tests were used for comparisons. Interobserver consistency of the DTI-ALPS measurements was evaluated using the interclass correlation coefficient (ICC). Partial correlation analyses and linear regression analyses were used to examine relationships. A comparison of the DTI-ALPS index was made between the two groups. Correlations among diffusion characteristics, neuropsychological scores, and the DTI-ALPS index were analyzed.
Compared to HCs, patients with MDD exhibited a lower DTI-ALPS score (P=0.001). According to using linear regression analysis, the ALPS index was found to be an independent predictor of the Hamilton Depression Rating Scale [B=-25.32; P=0.001; 95% confidence interval (CI): -40.35 to -11.55], Hamilton Anxiety Rating Scale (B=-33.48; P=0.003; 95% CI: -55.38 to -11.24), and Montreal Cognitive Assessment total score (B=8.59; P=0.008; 95% CI: 2.38 to 14.79). According to the TBSS analysis, there were clusters of increased axial diffusivity (AD), mean diffusivity (MD), and radial diffusivity (RD) in patients with MDD as compared to HCs (all P values <0.05). A lower DTI-ALPS score was correlated with higher AD (r=-0.592; P<0.001), MD (cluster 1: r=-0.567, P=0.001; cluster 2: r=-0.581, P<0.001), and RD (r=-0.491; P=0.004) values. AFQ analysis identified the significantly different diffusion indicators in the left cingulum bundle (CB_L), left inferior longitudinal fasciculus (ILF_L), and left uncinate fasciculus (UF_L) between the two groups (all false discovery rate P values <0.05). DTI-ALPS score was negatively correlated with the AD value of CB_L (r=-0.304; P=0.024), ILF_L (r=-0.35; P=0.008), and UF_L (r=-0.354; P=0.008) in AFQ tract-level analysis. In point-wise analysis, the MD value of CB_L at nodes 33 to 36 was negatively correlated with DTI-ALPS score (r ranging from -0.504 to -0.535; P<0.01).
Our results indicated a decrease in DTI-ALPS index score in patients with MDD. DTI-ALPS score was associated with depression, anxiety, declined cognitive ability, and white-matter microstructural abnormalities and may thus be a promising biomarker for the partial evaluation of glymphatic system function in patients with MDD.
大脑中类淋巴系统功能与重度抑郁症(MDD)患者白质微观结构改变之间的联系尚不清楚。本研究旨在使用沿血管周围间隙的扩散张量成像(DTI-ALPS)指数评估MDD患者的类淋巴系统功能,并评估其与脑白质异常和神经心理学评分的关联。
2023年2月至2023年11月,这项横断面研究从大连医科大学附属第一医院心身疾病科招募了35例MDD患者。在此期间,从社区招募了23名健康对照(HCs),并在教育年限、性别和年龄方面与MDD队列进行匹配。所有参与者均接受了磁共振成像、抑郁、焦虑和认知评估。基于束的空间统计学(TBSS)分析了DTI参数并确定了显著聚类。自动纤维定量(AFQ)用于自动识别具有统计学差异的纤维束。使用曼-惠特尼检验或双样本检验进行比较。使用组内相关系数(ICC)评估DTI-ALPS测量的观察者间一致性。使用偏相关分析和线性回归分析来检验关系。对两组之间的DTI-ALPS指数进行了比较。分析了扩散特征、神经心理学评分和DTI-ALPS指数之间的相关性。
与HCs相比,MDD患者的DTI-ALPS评分较低(P=0.001)。根据线性回归分析,发现ALPS指数是汉密尔顿抑郁量表[B=-25.32;P=0.001;95%置信区间(CI):-40.35至-11.55]、汉密尔顿焦虑量表(B=-33.48;P=0.003;95%CI:-55.38至-11.24)和蒙特利尔认知评估总分(B=8.59;P=0.008;95%CI:2.38至14.79)的独立预测因子。根据TBSS分析,与HCs相比,MDD患者存在轴向扩散率(AD)、平均扩散率(MD)和径向扩散率(RD)增加的聚类(所有P值<0.05)。较低的DTI-ALPS评分与较高的AD(r=-0.592;P<0.001)、MD(聚类1:r=-0.567,P=0.001;聚类2:r=-0.581,P<0.001)和RD(r=-0.491;P=0.004)值相关。AFQ分析确定了两组之间左扣带束(CB_L)、左下纵束(ILF_L)和左钩束(UF_L)中显著不同的扩散指标(所有错误发现率P值<0.05)。在AFQ束水平分析中,DTI-ALPS评分与CB_L(r=-0.304;P=0.024)、ILF_L(r=-0.35;P=0.008)和UF_L(r=-0.354;P=0.008)的AD值呈负相关。在逐点分析中,CB_L在节点33至36处的MD值与DTI-ALPS评分呈负相关(r范围为-0.504至-0.535;P<0.01)。
我们的结果表明MDD患者的DTI-ALPS指数评分降低。DTI-ALPS评分与抑郁、焦虑、认知能力下降和白质微观结构异常相关,因此可能是MDD患者类淋巴系统功能部分评估的有前景的生物标志物。