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定量 MRI 表型可捕捉多发性硬化症患者的生物学异质性。

Quantitative MRI phenotypes capture biological heterogeneity in multiple sclerosis patients.

机构信息

Laboratory for Neuroimmunology, Department of Neurosciences, KU Leuven, Herestraat 49, Box 1022, 3000, Leuven, Belgium.

Leuven Brain Institute KU Leuven, Leuven, Belgium.

出版信息

Sci Rep. 2021 Jan 15;11(1):1573. doi: 10.1038/s41598-021-81035-8.

Abstract

Magnetization transfer ratio (MTR) and brain volumetric imaging are (semi-)quantitative MRI markers capturing demyelination, axonal degeneration and/or inflammation. However, factors shaping variation in these traits are largely unknown. In this study, we collected a longitudinal cohort of 33 multiple sclerosis (MS) patients and extended it cross-sectionally to 213. We measured MTR in lesions, normal-appearing white matter (NAWM), normal-appearing grey matter (NAGM) and total brain, grey matter, white matter and lesion volume. We also calculated the polygenic MS risk score. Longitudinally, inter-patient differences at inclusion and intra-patient changes during follow-up together explained > 70% of variance in MRI, with inter-patient differences at inclusion being the predominant source of variance. Cross-sectionally, we observed a moderate correlation of MTR between NAGM and NAWM and, less pronounced, with lesions. Age and gender explained about 30% of variance in total brain and grey matter volume. However, they contributed less than 10% to variance in MTR measures. There were no significant associations between MRI traits and the genetic risk score. In conclusion, (semi-)quantitative MRI traits change with ongoing disease activity but this change is modest in comparison to pre-existing inter-patient differences. These traits reflect individual variation in biological processes, which appear different from those involved in genetic MS susceptibility.

摘要

磁化传递率(MTR)和脑容积成像(半)定量 MRI 标志物可捕获脱髓鞘、轴突变性和/或炎症。然而,影响这些特征变化的因素在很大程度上尚不清楚。在这项研究中,我们收集了 33 例多发性硬化症(MS)患者的纵向队列,并将其扩展为 213 例横向队列。我们测量了病变、正常表现的白质(NAWM)、正常表现的灰质(NAGM)和全脑、灰质、白质和病变体积的 MTR。我们还计算了多基因 MS 风险评分。纵向分析表明,纳入时的患者间差异和随访期间的患者内变化共同解释了 MRI 中超过 70%的变异性,其中纳入时的患者间差异是变异性的主要来源。横向分析显示,NAGM 与 NAWM 之间存在中等程度的 MTR 相关性,与病变之间的相关性较小。年龄和性别解释了全脑和灰质体积变异性的约 30%。然而,它们对 MTR 测量的变异性贡献不到 10%。MRI 特征与遗传风险评分之间没有显著关联。总之,(半)定量 MRI 特征随疾病活动的持续而变化,但与预先存在的患者间差异相比,这种变化是适度的。这些特征反映了个体生物学过程的差异,与涉及遗传 MS 易感性的过程不同。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c80c/7811013/6ebf8f507cd5/41598_2021_81035_Fig1_HTML.jpg

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