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基于扩散张量成像(DTI)的体素-基于的形态学分析(TBSS)对地中海贫血患者白质微观结构异常的研究

White matter microstructure abnormalities in thalassemia patients using TBSS analysis based on DTI.

作者信息

Yang Mingrui, Chen Guowei, Luo Chaotian, Tang Cheng, Peng Fei, Kong Rong, Peng Peng

机构信息

Department of Radiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.

Guangxi Medical University, Nanning, Guangxi, China.

出版信息

Sci Rep. 2025 May 23;15(1):17929. doi: 10.1038/s41598-025-99505-8.

Abstract

Thalassemia is a hereditary hemoglobinopathy characterized by severe anemia and iron overload, which may affect brain microstructure. This study aims to investigate changes in the white matter (WM) microstructure of patients with β-thalassemia using diffusion tensor imaging (DTI) and tract-based spatial statistics (TBSS) analysis. The study included 40 patients with β-thalassemia (aged 18-45 years, mean age 30.65 years) and 40 healthy controls (aged 18-45 years, mean age 30.13 years). All participants underwent 3.0 T MRI scans. DTI data were processed using the FSL software package, focusing on the assessment of four indices: fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD). The receiver operating characteristic (ROC) curve area under the curve (AUC) was calculated for these indices to highlight the potential value of white matter regions in distinguishing between patient and control group. Compared to the control group, patients with β-thalassemia showed decreased FA and increased MD and RD in multiple white matter tracts. ROC curve analysis showed high AUC values for FA, MD, and RD (0.868, 0.854, and 0.847, respectively). The results suggest that patients with β-thalassemia may have widespread abnormalities in the white matter microstructure.

摘要

地中海贫血是一种遗传性血红蛋白病,其特征为严重贫血和铁过载,这可能会影响脑微观结构。本研究旨在使用扩散张量成像(DTI)和基于纤维束的空间统计(TBSS)分析来研究β地中海贫血患者白质(WM)微观结构的变化。该研究纳入了40例β地中海贫血患者(年龄18 - 45岁,平均年龄30.65岁)和40名健康对照者(年龄18 - 45岁,平均年龄30.13岁)。所有参与者均接受了3.0T MRI扫描。使用FSL软件包处理DTI数据,重点评估四个指标:各向异性分数(FA)、平均扩散率(MD)、径向扩散率(RD)和轴向扩散率(AD)。计算这些指标的曲线下面积(AUC)以突出白质区域在区分患者组和对照组方面的潜在价值。与对照组相比,β地中海贫血患者在多个白质束中表现出FA降低以及MD和RD升高。ROC曲线分析显示FA、MD和RD的AUC值较高(分别为0.868、0.854和0.847)。结果表明,β地中海贫血患者可能在白质微观结构方面存在广泛异常。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb57/12102233/8cbf61824e7c/41598_2025_99505_Fig1_HTML.jpg

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