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遗忘型轻度认知障碍患者海马体中谷氨酸 - 谷氨酰胺及酰胺质子转移加权值的改变:一种新型联合成像诊断标志物。

Altered glutamate-glutamine and amide proton transfer-weighted values in the hippocampus of patients with amnestic mild cognitive impairment: A novel combined imaging diagnostic marker.

作者信息

Chen Xin, Gong Tao, Chen Tong, Xu Changyuan, Li Yuchao, Song Qingxu, Lin Liangjie, Oeltzschner Georg, Edden Richard A E, Xia Zhangyong, Wang Guangbin

机构信息

Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.

Department of Neurology, Liaocheng People's Hospital, Liaocheng, China.

出版信息

Front Neurosci. 2023 Feb 23;17:1089300. doi: 10.3389/fnins.2023.1089300. eCollection 2023.

Abstract

BACKGROUND AND PURPOSE

Early diagnosis of amnestic mild cognitive impairment (aMCI) and timely management to delay the onset of Alzheimer's disease (AD) would benefit patients. Pathological metabolic changes of excitatory/inhibitory neurotransmitters and abnormal protein deposition in the hippocampus of aMCI may provide a new clue to imaging diagnosis. However, the diagnostic performance using these hippocampal metabolite measurements is still unclear. We aimed to quantify right hippocampal glutamate-glutamine (Glx) and gamma-aminobutyric acid (GABA) levels as well as protein-based amide proton transfer-weighted (APTw) signals of patients with aMCI and investigate the diagnostic performance of these metabolites.

METHODS

In this cross-sectional study, 20 patients with aMCI and 20 age- and gender-matched healthy controls (HCs) underwent MEGA Point Resolved Spectroscopy (MEGA-PRESS) and APTw MR imaging at 3 T. GABA+, Glx, and APTw signals were measured in the right hippocampus. The GABA+ levels, Glx levels, Glx/GABA+ ratios, and APTw values were compared between the HCs and aMCI groups using the Mann-Whitney U test. Binary logistic regression and receiver operating characteristic (ROC) curve analyses were used to evaluate MEGA-PRESS and APTw parameters' diagnostic performance.

RESULTS

Compared with HCs, patients with aMCI had significantly lower Glx levels in the right hippocampus (7.02 ± 1.41 i.u. vs. 5.81 ± 1.33 i.u., = 0.018). No significant changes in the GABA+ levels were observed in patients with aMCI (HCs vs. aMCI: 2.54 ± 0.28 i.u. vs. 2.47 ± 0.36 i.u., = 0.620). In addition, Glx/GABA+ ratios between the two groups (HCs vs. aMCI: 2.79 ± 0.60 vs. 2.37 ± 0.55, = 0.035) were significantly different. Compared with HCs, patients with aMCI showed higher APTw values in the right hippocampus (0.99 ± 0.26% vs. 1.26% ± 0.28, = 0.006). The ROC curve analysis showed that Glx, GABA+, Glx/GABA+, and APTw values had an area under the curve (AUC) of 0.72, 0.55, 0.70, and 0.75, respectively, for diagnosing aMCI. In the ROC curve analysis, the AUC of the combination of the parameters increased to 0.88, which is much higher than that observed in the univariate analysis ( < 0.05).

CONCLUSION

The combination of right hippocampal Glx levels and APTw values improved the diagnostic performance for aMCI, indicating it as a promising combined imaging diagnostic marker. Our study provided a potential imaging diagnostic strategy of aMCI, which may promote early detection of aMCI and facilitate timely intervention to delay the pathological progress toward AD.

摘要

背景与目的

早期诊断遗忘型轻度认知障碍(aMCI)并及时采取措施延缓阿尔茨海默病(AD)的发病,将使患者受益。aMCI患者海马中兴奋性/抑制性神经递质的病理代谢变化及异常蛋白质沉积可能为影像诊断提供新线索。然而,利用这些海马代谢物测量值的诊断效能仍不明确。我们旨在量化aMCI患者右侧海马的谷氨酸-谷氨酰胺(Glx)和γ-氨基丁酸(GABA)水平以及基于蛋白质的酰胺质子转移加权(APTw)信号,并研究这些代谢物的诊断效能。

方法

在这项横断面研究中,20例aMCI患者和20例年龄及性别匹配的健康对照(HCs)在3T条件下接受了MEGA点分辨波谱(MEGA-PRESS)和APTw磁共振成像检查。测量右侧海马的GABA+、Glx和APTw信号。使用曼-惠特尼U检验比较HCs组和aMCI组之间的GABA+水平、Glx水平、Glx/GABA+比值和APTw值。采用二元逻辑回归和受试者工作特征(ROC)曲线分析来评估MEGA-PRESS和APTw参数的诊断效能。

结果

与HCs相比,aMCI患者右侧海马的Glx水平显著降低(7.02±1.41国际单位对5.81±1.33国际单位,P = 0.018)。aMCI患者的GABA+水平未观察到显著变化(HCs组对aMCI组:2.54±0.28国际单位对2.47±0.36国际单位,P = 0.620)。此外,两组之间的Glx/GABA+比值(HCs组对aMCI组:2.79±0.60对2.37±0.55,P = 0.035)存在显著差异。与HCs相比,aMCI患者右侧海马的APTw值更高(0.99±0.26%对1.26%±0.28,P = 0.006)。ROC曲线分析显示,对于诊断aMCI,Glx、GABA+、Glx/GABA+和APTw值的曲线下面积(AUC)分别为0.72、0.55、0.70和0.75。在ROC曲线分析中,参数组合的AUC增加到0.88,远高于单变量分析中的值(P<0.05)。

结论

右侧海马Glx水平和APTw值的组合提高了aMCI的诊断效能,表明其为一种有前景的联合影像诊断标志物。我们的研究提供了一种aMCI的潜在影像诊断策略,这可能促进aMCI的早期检测,并有助于及时干预以延缓向AD发展的病理进程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2680/9995585/246087f4d3c3/fnins-17-1089300-g0001.jpg

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