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A Novel MRI Biomarker of Spinal Cord White Matter Injury: T2*-Weighted White Matter to Gray Matter Signal Intensity Ratio

机译:脊髓白质损伤的新型MRI生物标记物:T2 *加权白质与灰质信号强度比

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摘要

BACKGROUND AND PURPOSE: T2*-weighted imaging provides sharp contrast between spinal cord GM and WM, allowing their segmentation and cross-sectional area measurement. Injured WM demonstrates T2*WI hyperintensity but requires normalization for quantitative use. We introduce T2*WI WM/GM signal-intensity ratio and compare it against cross-sectional area, the DTI metric fractional anisotropy, and magnetization transfer ratio in degenerative cervical myelopathy. MATERIALS AND METHODS: Fifty-eight patients with degenerative cervical myelopathy and 40 healthy subjects underwent 3T MR imaging, covering C1-C7. Metrics were automatically extracted at maximally compressed and uncompressed rostral/caudal levels. Normalized metrics were compared with t tests, area under the curve, and logistic regression. Relationships with clinical measures were analyzed by using Pearson correlation and multiple linear regression. RESULTS: The maximally compressed level cross-sectional area demonstrated superior differences (P = 1 x 10(-13)), diagnostic accuracy (area under the curve = 0.890), and univariate correlation with the modified Japanese Orthopedic Association score (0.66). T2*WI WM/GM showed strong differences (rostral: P = 8 x 10(-7); maximally compressed level: P = 1 x 10(-11); caudal: P = 1 x 10(-4)), correlations (modified Japanese Orthopedic Association score; rostral: -0.52; maximally compressed level: -0.59; caudal: -0.36), and diagnostic accuracy (rostral: 0.775; maximally compressed level: 0.860; caudal: 0.721), outperforming fractional anisotropy and magnetization transfer ratio in most comparisons and cross-sectional area at rostral/caudal levels. Rostral T2*WI WM/GM showed the strongest correlations with focal motor (-0.45) and sensory (-0.49) deficits and was the strongest independent predictor of the modified Japanese Orthopedic Association score (P = .01) and diagnosis (P = .02) in multivariate models (R-2 = 0.59, P = 8 x 10(-13); area under the curve = 0.954, respectively). CONCLUSIONS: T2*WI WM/GM shows promise as a novel biomarker of WM injury. It detects damage in compressed and uncompressed regions and contributes substantially to multivariate models for diagnosis and correlation with impairment. Our multiparametric approach overcomes limitations of individual measures, having the potential to improve diagnostics, monitor progression, and predict outcomes.
机译:背景与目的:T2 *加权成像在脊髓GM和WM之间提供了鲜明的对比,从而可以对它们进行分割和横截面积测量。受伤的WM表现为T2 * WI高强度,但需要标准化才能定量使用。我们介绍T2 * WI WM / GM信号强度比,并将其与变性颈椎病的横截面积,DTI度量分数各向异性和磁化传递比进行比较。材料与方法:58例退行性颈椎病患者和40例健康受试者接受了3T MR成像,覆盖C1-C7。在最大压缩和未压缩的鼻尖/尾尖水平自动提取度量。将标准化指标与t检验,曲线下面积和逻辑回归进行比较。使用皮尔森相关性和多元线性回归分析与临床指标的关系。结果:最大压缩水平横截面积显示出极好的差异(P = 1 x 10(-13)),诊断准确性(曲线下面积= 0.890)以及与修改后的日本骨科协会评分(0.66)的单变量相关性。 T2 * WI WM / GM表现出很强的差异(鼻尖:P = 8 x 10(-7);最大压缩水平:P = 1 x 10(-11);尾巴:P = 1 x 10(-4)),相关性(修改后的日本骨科协会评分;鼻位:-0.52;最大压缩度:-0.59;尾部:-0.36)和诊断准确度(鼻位:0.775;最大压缩度:0.860;尾部:0.721),表现优于分数各向异性和磁化传递大多数比较中的比率和在鼻/尾水平的横截面积。延髓T2 * WI WM / GM与局灶性运动(-0.45)和感觉(-0.49)缺陷之间的相关性最强,并且是修改后的日本骨科协会评分(P = .01)和诊断(P =)的最强独立预测因子。 02)在多变量模型中(R-2 = 0.59,P = 8 x 10(-13);曲线下的面积分别为0.954)。结论:T2 * WI WM / GM显示出有望成为WM损伤的新型生物标志物。它可以检测压缩和未压缩区域的损坏,并为诊断和与损伤相关的多变量模型做出重大贡献。我们的多参数方法克服了单个措施的局限性,具有改善诊断,监测进展和预测结果的潜力。

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