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采用扩散峰度成像对成人双相和单相抑郁患者全脑微观结构变化的横断面分析。

Cross-sectional analysis of whole-brain microstructural changes in adult patients with bipolar and unipolar depression by diffusion kurtosis imaging.

机构信息

Department of Radiodiagnosis and Imaging, 29751PGIMER, India.

Interventional Neuroradiology, Fortis Hospital, India.

出版信息

Neuroradiol J. 2023 Apr;36(2):176-181. doi: 10.1177/19714009221114446. Epub 2022 Jul 11.

Abstract

RATIONALE AND OBJECTIVES

More than half of the bipolar depression (BD) subjects are misdiagnosed as unipolar depression (UD) due to lack of objective diagnostic criteria. We aimed to identify microstructural neuronal changes differentiating BD from UD groups using diffusion kurtosis imaging (DKI). The objective of the study is to identify an objective neuro-imaging marker to differentiate BD from UD.

MATERIALS AND METHODS

A prospective, cross-sectional study included total of 62 subjects with diagnosis of bipolar depression ( = 21), unipolar depression ( = 21), and healthy controls ( = 20). All subjects underwent diffusion-weighted imaging (b = 0,1000,2000) of the whole brain on 3-Tesla MR scanner. DKI data was analyzed using 189 region whole-brain atlas. Eight diffusion and kurtosis metrics including mean diffusivity (MD), axial diffusivity (AD), radial diffusivity (RD), fractional anisotropy (FA), mean kurtosis (MK), axial kurtosis (AK), radial kurtosis (RK), and kurtosis fractional anisotropy (FKA) were measured against these 189 regions. Principle component analysis (PCA) was utilized to identify the most significant regions of the brain. ANOVA with post hoc tests was used for analyzing these regions.

RESULTS

BD group showed increased MD, RD, decreased AK at the left amygdala and decreased MK and RK at the right hemi-cerebellum. UD group showed increased MK and RK at the right external capsule; and increased AK, MK, and RK at the right amygdala.

CONCLUSION

The right and left amygdala, right external capsule, and right hemi-cerebellum showed microstructural abnormalities capable of differentiating BD and UD groups. Diffusion imaging especially DKI can aid in management of depression patients.

摘要

背景与目的

由于缺乏客观的诊断标准,超过一半的双相抑郁(BD)患者被误诊为单相抑郁(UD)。我们旨在使用扩散峰度成像(DKI)来识别区分 BD 和 UD 组的微观结构神经元变化。本研究的目的是确定一种客观的神经影像学标志物来区分 BD 和 UD。

材料与方法

一项前瞻性、横断面研究共纳入 62 名被诊断为双相抑郁(n = 21)、单相抑郁(n = 21)和健康对照(n = 20)的患者。所有患者均在 3.0T 磁共振扫描仪上进行全脑弥散加权成像(b = 0、1000、2000)。使用 189 个区域的全脑图谱分析 DKI 数据。测量了 8 个扩散和峰度指标,包括平均弥散度(MD)、轴向弥散度(AD)、径向弥散度(RD)、各向异性分数(FA)、平均峰度(MK)、轴向峰度(AK)、径向峰度(RK)和峰度各向异性分数(FKA),并与这些 189 个区域进行了对比。采用主成分分析(PCA)识别大脑中最显著的区域。采用方差分析(ANOVA)和事后检验分析这些区域。

结果

BD 组左侧杏仁核的 MD、RD 增加,AK 降低,右侧半卵圆中心的 MK 和 RK 降低。UD 组右侧外囊的 MK 和 RK 增加,右侧杏仁核的 AK、MK 和 RK 增加。

结论

左右杏仁核、右侧外囊和右侧半卵圆中心的微观结构异常可区分 BD 和 UD 组。弥散成像,尤其是 DKI,可以辅助抑郁患者的管理。

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