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功能和结构改变作为帕金森病抑郁的诊断成像标志物

Functional and structural alterations as diagnostic imaging markers for depression in Parkinson's disease.

作者信息

Wang Hui, Xu Jianxia, Yu Miao, Zhou Gaiyan, Ren Jingru, Wang Yajie, Zheng Huifen, Sun Yu, Wu Jun, Liu Weiguo

机构信息

Department of Neurology, Lianyungang Hospital of Traditional Chinese Medicine, Lianyungang Affiliated Hospital of Nanjing University of Chinese Medicine, Lianyungang, China.

Department of Neurology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China.

出版信息

Front Neurosci. 2023 Feb 22;17:1101623. doi: 10.3389/fnins.2023.1101623. eCollection 2023.

Abstract

BACKGROUND

Depression in Parkinson's disease (PD) is identified and diagnosed with behavioral observations and neuropsychological measurements. Due to the large overlaps of depression and PD symptoms in clinical manifestations, it is challenging for neurologists to distinguish and diagnose depression in PD (DPD) in the early clinical stage of PD. The advancement in magnetic resonance imaging (MRI) technology provides potential clinical utility in the diagnosis of DPD. This study aimed to explore the alterations of functional and structural MRI in DPD to produce neuroimaging markers in discriminating DPD from non-depressed PD (NDPD) and healthy controls (HC).

METHODS

We recruited 20 DPD, 37 NDPD, and 41 HC matched in age, gender, and education years. The patients' diagnosis with PD was . The differences in regional homogeneity (ReHo), voxel-wise degree centrality (DC), cortical thickness, cortical gray matter (GM) volumes, and subcortical GM volumes among these groups were detected, and the relationship between altered indicators and depression was analyzed. Moreover, the receiver operating characteristic (ROC) analysis was performed to assess the diagnostic efficacy of altered indicators for DPD.

RESULTS

Compared to NDPD and HC, DPD showed significantly increased ReHo in left dorsolateral superior frontal gyrus (DSFG) and DC in left inferior temporal gyrus (ITG), and decreased GM volumes in left temporal lobe and right Amygdala. Among these altered indicators, ReHo value in left DSFG and DC values in left ITG and left DSFG were significantly correlated with the severity of depression in PD patients. Comparing DPD and NDPD, the ROC analysis revealed a better area under the curve value for the combination of ReHo value in left DSFG and DC value in left ITG, followed by each independent indicator. However, the difference is not statistically significant.

CONCLUSION

This study demonstrates that both functional and structural impairments are present in DPD. Among them, ReHo value of left DSFG and DC value of left ITG are equally well suited for the diagnosis and differential diagnosis of DPD, with a combination of them being slightly preferable. The multimodal MRI technique represents a promising approach for the classification of subjects with PD.

摘要

背景

帕金森病(PD)中的抑郁通过行为观察和神经心理学测量来识别和诊断。由于抑郁和PD症状在临床表现上有很大重叠,神经科医生在PD的临床早期阶段区分和诊断PD伴发抑郁(DPD)具有挑战性。磁共振成像(MRI)技术的进步为DPD的诊断提供了潜在的临床应用价值。本研究旨在探索DPD中功能和结构MRI的改变,以产生用于区分DPD与非抑郁PD(NDPD)及健康对照(HC)的神经影像标志物。

方法

我们招募了年龄、性别和受教育年限相匹配的20例DPD患者、37例NDPD患者和41例HC。患者的PD诊断为......检测了这些组之间的局部一致性(ReHo)、体素级中心度(DC)、皮质厚度、皮质灰质(GM)体积和皮质下GM体积的差异,并分析了改变的指标与抑郁之间的关系。此外,进行了受试者工作特征(ROC)分析以评估改变的指标对DPD的诊断效能。

结果

与NDPD和HC相比,DPD患者左侧背外侧额上回(DSFG)的ReHo显著增加,左侧颞下回(ITG)的DC显著增加,左侧颞叶和右侧杏仁核的GM体积减小。在这些改变的指标中,左侧DSFG的ReHo值以及左侧ITG和左侧DSFG的DC值与PD患者的抑郁严重程度显著相关。比较DPD和NDPD,ROC分析显示,左侧DSFG的ReHo值与左侧ITG的DC值联合使用时曲线下面积值更好,其次是每个独立指标。然而,差异无统计学意义。

结论

本研究表明DPD同时存在功能和结构损害。其中,左侧DSFG的ReHo值和左侧ITG的DC值同样适用于DPD的诊断和鉴别诊断,两者联合使用略优。多模态MRI技术是对PD患者进行分类的一种有前景的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b09b/9992430/87454c37a1ec/fnins-17-1101623-g001.jpg

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