{"title":"利用多重核磁共振成像形态学和弥散度量评估原发性开角型青光眼的视觉通路白质变性。","authors":"Linying Guo, Yin Wang, Fengjuan Gao, Fei Duan, Yuzhe Wang, Jingfeng Cheng, Dandan Shen, Jianfeng Luo, Lingjie Wu, Rifeng Jiang, Xinghuai Sun, Zuohua Tang","doi":"10.1002/jmri.29616","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Primary open-angle glaucoma (POAG), a leading cause of irreversible blindness, is associated with neurodegeneration in the visual pathway, but the underlying pathophysiology remains incompletely resolved.</p><p><strong>Purpose: </strong>To characterize macro- and microstructural white matter abnormalities in optic tract (OT) and optic radiation (OR) of POAG.</p><p><strong>Study type: </strong>Prospective.</p><p><strong>Populations: </strong>A total of 34 POAG patients (21 males, 13 females) and 25 healthy controls (HCs) (16 males, nine females).</p><p><strong>Field strength/sequence: </strong>3 T; multiband spin-echo echo planar diffusion spectrum imaging (DSI).</p><p><strong>Assessment: </strong>We compared multiple morphology metrics, including volume, area, length, and shape metrics, as well as diffusion metrics such as diffusion tensor imaging (fractional anisotropy [FA], mean diffusivity, radial diffusivity, and axial diffusivity), mean apparent propagator (mean squared displacement, q-space inverse variance, return-to-origin probability, return-to-axis probabilities [RTAP] and return-to-plane probabilities, non-Gaussianity, perpendicular non-Gaussianity, parallel non-Gaussianity), and neurite orientation dispersion and density imaging (intracellular volume fraction, orientation dispersion index [ODI], and isotropic volume fraction of the OT and OR).</p><p><strong>Statistical tests: </strong>Statistical comparisons and classifications employed linear mixed model and logistic regression. Diagnostic performance was assessed using area under the receiver operating characteristic curve (AUC). P-value <0.05 was statistically significant.</p><p><strong>Results: </strong>Morphology analysis in POAG revealed a lower span in the OR (29.43 ± 2.30 vs. 30.59 ± 2.01, 3.8%) and OT (19.73 ± 2.21 vs. 20.68 ± 1.37, 4.6%), and a higher curl (3.03 ± 0.22 vs. 2.90 ± 0.16, 4.5%) in OT. Diffusion metrics revealed lower mean FA (OR: 0.328 ± 0.03 vs. 0.340 ± 0.018, 3.5%; OT: 0.255 ± 0.022 vs. 0.268 ± 0.018, 4.9%) and lower mean RTAP (OR: 5.919 ± 0.529 vs. 6.216 ± 0.489, 4.8%; OT: 4.089 ± 0.402 vs. 4.280 ± 0.353, 4.5%), with higher mean ODI in the OT (0.448 ± 0.029 vs. 0.433 ± 0.025, 3.5%). Combined models, incorporating these MRI metrics, effectively discriminated POAG from HCs, achieving AUCs of 0.84 for OR and 0.83 for OT.</p><p><strong>Data conclusions: </strong>DSI-derived morphology and diffusion metrics demonstrated macro- and micro abnormalities in the visual pathway, providing insights into POAG-related neurodegeneration.</p><p><strong>Level of evidence: </strong>2 TECHNICAL EFFICACY: Stage 3.</p>","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":" ","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessing Visual Pathway White Matter Degeneration in Primary Open-Angle Glaucoma Using Multiple MRI Morphology and Diffusion Metrics.\",\"authors\":\"Linying Guo, Yin Wang, Fengjuan Gao, Fei Duan, Yuzhe Wang, Jingfeng Cheng, Dandan Shen, Jianfeng Luo, Lingjie Wu, Rifeng Jiang, Xinghuai Sun, Zuohua Tang\",\"doi\":\"10.1002/jmri.29616\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Primary open-angle glaucoma (POAG), a leading cause of irreversible blindness, is associated with neurodegeneration in the visual pathway, but the underlying pathophysiology remains incompletely resolved.</p><p><strong>Purpose: </strong>To characterize macro- and microstructural white matter abnormalities in optic tract (OT) and optic radiation (OR) of POAG.</p><p><strong>Study type: </strong>Prospective.</p><p><strong>Populations: </strong>A total of 34 POAG patients (21 males, 13 females) and 25 healthy controls (HCs) (16 males, nine females).</p><p><strong>Field strength/sequence: </strong>3 T; multiband spin-echo echo planar diffusion spectrum imaging (DSI).</p><p><strong>Assessment: </strong>We compared multiple morphology metrics, including volume, area, length, and shape metrics, as well as diffusion metrics such as diffusion tensor imaging (fractional anisotropy [FA], mean diffusivity, radial diffusivity, and axial diffusivity), mean apparent propagator (mean squared displacement, q-space inverse variance, return-to-origin probability, return-to-axis probabilities [RTAP] and return-to-plane probabilities, non-Gaussianity, perpendicular non-Gaussianity, parallel non-Gaussianity), and neurite orientation dispersion and density imaging (intracellular volume fraction, orientation dispersion index [ODI], and isotropic volume fraction of the OT and OR).</p><p><strong>Statistical tests: </strong>Statistical comparisons and classifications employed linear mixed model and logistic regression. Diagnostic performance was assessed using area under the receiver operating characteristic curve (AUC). P-value <0.05 was statistically significant.</p><p><strong>Results: </strong>Morphology analysis in POAG revealed a lower span in the OR (29.43 ± 2.30 vs. 30.59 ± 2.01, 3.8%) and OT (19.73 ± 2.21 vs. 20.68 ± 1.37, 4.6%), and a higher curl (3.03 ± 0.22 vs. 2.90 ± 0.16, 4.5%) in OT. Diffusion metrics revealed lower mean FA (OR: 0.328 ± 0.03 vs. 0.340 ± 0.018, 3.5%; OT: 0.255 ± 0.022 vs. 0.268 ± 0.018, 4.9%) and lower mean RTAP (OR: 5.919 ± 0.529 vs. 6.216 ± 0.489, 4.8%; OT: 4.089 ± 0.402 vs. 4.280 ± 0.353, 4.5%), with higher mean ODI in the OT (0.448 ± 0.029 vs. 0.433 ± 0.025, 3.5%). Combined models, incorporating these MRI metrics, effectively discriminated POAG from HCs, achieving AUCs of 0.84 for OR and 0.83 for OT.</p><p><strong>Data conclusions: </strong>DSI-derived morphology and diffusion metrics demonstrated macro- and micro abnormalities in the visual pathway, providing insights into POAG-related neurodegeneration.</p><p><strong>Level of evidence: </strong>2 TECHNICAL EFFICACY: Stage 3.</p>\",\"PeriodicalId\":16140,\"journal\":{\"name\":\"Journal of Magnetic Resonance Imaging\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2024-09-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Magnetic Resonance Imaging\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/jmri.29616\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Magnetic Resonance Imaging","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/jmri.29616","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
摘要
背景:原发性开角型青光眼(POAG)是导致不可逆失明的主要原因,与视觉通路的神经变性有关,但其潜在的病理生理学仍未完全阐明。目的:研究POAG患者视束(OT)和视辐射(OR)白质宏观和微观结构异常的特征:研究类型:前瞻性:共34名POAG患者(21名男性,13名女性)和25名健康对照组(HCs)(16名男性,9名女性):3T;多波段自旋回波平面弥散谱成像(DSI):我们比较了多种形态学指标,包括体积、面积、长度和形状指标,以及扩散指标,如扩散张量成像(分数各向异性[FA]、平均扩散率、径向扩散率和轴向扩散率)、平均表观传播者(平均位移平方、q-空间反方差、回归原点概率、轴向扩散率和径向扩散率)、非高斯性、垂直非高斯性、平行非高斯性),以及神经元定向弥散和密度成像(细胞内体积分数、定向弥散指数[ODI]、OT 和 OR 的各向同性体积分数)。统计检验:统计比较和分类采用线性混合模型和逻辑回归。诊断性能采用接收者操作特征曲线下面积(AUC)进行评估。P 值结果:POAG的形态分析显示,OR(29.43 ± 2.30 vs. 30.59 ± 2.01,3.8%)和OT(19.73 ± 2.21 vs. 20.68 ± 1.37,4.6%)的跨度较低,OT的卷曲度较高(3.03 ± 0.22 vs. 2.90 ± 0.16,4.5%)。扩散指标显示,OT 的平均 FA 值较低(OR:0.328 ± 0.03 vs. 0.340 ± 0.018,3.5%;OT:0.255 ± 0.022 vs. 0.268 ± 0.018,4.9%),平均 RTAP 值较低(OR:5.919 ± 0.529 vs. 6.216 ± 0.489,4.8%;OT:4.089 ± 0.402 vs. 4.280 ± 0.353,4.5%),OT 的平均 ODI 更高(0.448 ± 0.029 vs. 0.433 ± 0.025,3.5%)。结合这些 MRI 指标的组合模型可有效区分 POAG 和 HC,OR 的 AUC 为 0.84,OT 的 AUC 为 0.83:数据结论:DSI衍生的形态学和弥散指标显示了视觉通路的宏观和微观异常,为POAG相关的神经变性提供了见解。
Assessing Visual Pathway White Matter Degeneration in Primary Open-Angle Glaucoma Using Multiple MRI Morphology and Diffusion Metrics.
Background: Primary open-angle glaucoma (POAG), a leading cause of irreversible blindness, is associated with neurodegeneration in the visual pathway, but the underlying pathophysiology remains incompletely resolved.
Purpose: To characterize macro- and microstructural white matter abnormalities in optic tract (OT) and optic radiation (OR) of POAG.
Study type: Prospective.
Populations: A total of 34 POAG patients (21 males, 13 females) and 25 healthy controls (HCs) (16 males, nine females).
Assessment: We compared multiple morphology metrics, including volume, area, length, and shape metrics, as well as diffusion metrics such as diffusion tensor imaging (fractional anisotropy [FA], mean diffusivity, radial diffusivity, and axial diffusivity), mean apparent propagator (mean squared displacement, q-space inverse variance, return-to-origin probability, return-to-axis probabilities [RTAP] and return-to-plane probabilities, non-Gaussianity, perpendicular non-Gaussianity, parallel non-Gaussianity), and neurite orientation dispersion and density imaging (intracellular volume fraction, orientation dispersion index [ODI], and isotropic volume fraction of the OT and OR).
Statistical tests: Statistical comparisons and classifications employed linear mixed model and logistic regression. Diagnostic performance was assessed using area under the receiver operating characteristic curve (AUC). P-value <0.05 was statistically significant.
Results: Morphology analysis in POAG revealed a lower span in the OR (29.43 ± 2.30 vs. 30.59 ± 2.01, 3.8%) and OT (19.73 ± 2.21 vs. 20.68 ± 1.37, 4.6%), and a higher curl (3.03 ± 0.22 vs. 2.90 ± 0.16, 4.5%) in OT. Diffusion metrics revealed lower mean FA (OR: 0.328 ± 0.03 vs. 0.340 ± 0.018, 3.5%; OT: 0.255 ± 0.022 vs. 0.268 ± 0.018, 4.9%) and lower mean RTAP (OR: 5.919 ± 0.529 vs. 6.216 ± 0.489, 4.8%; OT: 4.089 ± 0.402 vs. 4.280 ± 0.353, 4.5%), with higher mean ODI in the OT (0.448 ± 0.029 vs. 0.433 ± 0.025, 3.5%). Combined models, incorporating these MRI metrics, effectively discriminated POAG from HCs, achieving AUCs of 0.84 for OR and 0.83 for OT.
Data conclusions: DSI-derived morphology and diffusion metrics demonstrated macro- and micro abnormalities in the visual pathway, providing insights into POAG-related neurodegeneration.
期刊介绍:
The Journal of Magnetic Resonance Imaging (JMRI) is an international journal devoted to the timely publication of basic and clinical research, educational and review articles, and other information related to the diagnostic applications of magnetic resonance.