基于体素的弥散定量分析联合基于白质骨架的弥散统计分析方法评估原发性痛经脑白质微结构变化OA
Voxel-based analysis combined with tract-based spatial statistics for assessing white matter microstructural alterations in primary dysmenorrhea
目的 利用弥散张量成像(DTI)中的基于体素的弥散定量分析(VBA)技术和基于白质骨架的弥散统计分析(TBSS)方法,探讨原发性痛经(PDM)患者脑白质微结构的变化特点.方法 回顾性分析2022年1~12月陕西中医药大学在校学生77例,其中包括37例PDM患者(PDM组)及40例年龄相匹配的健康志愿者(HC组).采集全脑DTI图像,使用TBSS分析来测量白质微观结构的完整性,并应用VBA分析方法比较PDM组与HC组间全脑白质的各向异性分数(FA)、轴向扩散系数(AD)、平均扩散系数(MD)和径向扩散系数(RD)的差异,之后分析PDM组脑白质微结构的改变与临床数据相关性.结果 TBSS分析显示两组间差异无统计学意义.VBA分析得出两组间FA、AD、MD、RD值均存在白质微结构显著差异.与HC组相比,PDM组右侧额枕下束白质FA值降低(峰值点统计值=2.96),穹窿(穹窿柱与体部)白质FA值升高(峰值点统计值=-2.52)(GRF校正);PDM组穹窿(穹窿柱与体部)白质AD值降低(峰值点统计值=2.74),左侧皮质脊髓束白质AD值升高(峰值点统计值=-4.34)(GRF校正);PDM组穹窿(穹窿柱与体部)白质MD值降低(峰值点统计值=3.31),左侧大脑脚白质MD值升高(峰值点统计值=-4.33)(GRF校正);PDM组穹窿(穹窿柱与体部)白质RD值降低(峰值点统计值=3.53),右侧放射冠上部白质RD值升高(峰值点统计值=-3.75)(GRF校正).VBA检测到的异常白质区域的DTI指标值与这些临床评分之间未发现相关性.结论 本研究联合VBA和TBSS两种方法对两组的DTI数据分析.VBA方法能够进行全脑无偏的探索,有助于发现预设感兴趣区外的异常脑区,而TBSS方法通过将白质骨架对齐到标准空间,有效解决了VBA因图像配准平滑而可能存在的敏感度不足问题,对主要白质纤维束的微结构变化具有更高的检测效能.两种方法相互补充、相互验证,共同确保了研究结果的可靠性.
Objective To investigate the characteristics of white matter microstructure alterations in patients with primary dysmenorrhea(PDM)using voxel-based analysis(VBA)and tract-based spatial statistics(TBSS)derived from diffusion tensor imaging(DTI).Methods We retrospectively analyzed 37 female PDM patients(PDM group)and 40 age-matched healthy female controls(HC group)who were recruited from the student population of Shaanxi University of Chinese Medicine from January to December 2022.Whole-brain DTI scans were acquired,TBSS were used to assess microstructural integrity,and VBA was applied to compare whole-brain white matter differences in fractional anisotropy(FA),axial diffusivity(AD),mean diffusivity(MD),and radial diffusivity(RD)between groups.Subsequently,correlations between these alterations and clinical data were analyzed within the PDM group.Results The TBSS analysis showed no statistically significant differences in white matter microstructure between the two groups across all comparisons.VBA revealed significant white matter microstructural alterations between the HC and PDM groups across all four DTI parameters(FA,AD,MD,and RD).Relative to the HC group,PDM patients demonstrated significantly lower FA in the right inferior fronto-occipital fasciculus(peak t=2.96)and higher FA in the fornix(column and body of fornix,peak t=-2.52)(GRF corrected);For AD,the PDM group exhibited decreased values in the fornix(column and body of fornix,peak t=2.74)and increased values in the left corticospinal tract(peak t=-4.34)(GRF corrected);For MD,the PDM group exhibited decreases in the fornix(column and body of fornix,peak t=3.31)and increases in the left cerebral peduncle(peak t=-4.33)(GRF corrected);For RD,the PDM group exhibited a decrease in the fornix(column and body of fornix,peak t=3.53)and an increase in the right superior corona radiata(peak t=-3.75)(GRF corrected).Correlation analysis failed to establish any significant associations between the VBA-derived white alterations and clinical scores(P>0.05).Conclusion Our study provides complementary evidence for white matter microstructural alterations in PDM through the combined use of VBA and TBSS.VBA served as an unbiased,whole-brain exploratory tool,revealing significant alterations outside pre-defined networks.TBSS,by circumventing registration and smoothing issues via its skeleton-based approach,offered enhanced sensitivity for major tracts.The convergence of findings from VBA,alongside the methodological rigor of TBSS,reinforces the validity of our primary results and underscores the utility of this dual-menthod approach in neuroimaging research.
姜茂;魏伟;樊丽华;马萧童;田欣;周锋;杨紫媛;郑运松
陕西中医药大学医学技术学院,陕西 咸阳 712046陕西中医药大学附属医院医学影像科,陕西 咸阳 712000陕西中医药大学附属医院医学影像科,陕西 咸阳 712000陕西中医药大学附属医院医学影像科,陕西 咸阳 712000陕西中医药大学附属医院医学影像科,陕西 咸阳 712000陕西中医药大学附属医院科研科,陕西 咸阳 712000陕西中医药大学医学技术学院,陕西 咸阳 712046陕西中医药大学医学技术学院,陕西 咸阳 712046
原发性痛经弥散张量成像脑白质微结构磁共振成像
primary dysmenorrheadiffusion tensor imagingbrain white matter microstructuremagnetic resonance imaging
《分子影像学杂志》 2026 (1)
56-67,12
陕西省科学技术厅陕西省重点研发计划项目(2024SF-YBXM-524)秦创原中医药产业创新聚集区项目(L2024-QCY-ZYYJJQ-Y07、Y12)
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