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[磁共振成像中基于灰质形态测量法对慢性偏头痛预防性治疗的反应预测:一项初步研究]

[Response prediction for chronic migraine preventive treatment by gray matter morphometry in magnetic resonance imaging: a pilot study].

作者信息

Planchuelo-Gómez A, García-Azorín D, Guerrero-Peral A L, Aja-Fernández S, Antón-Juarros S, De Luis-García R

机构信息

Universidad de Valladolid, Valladolid, España.

Hospital Universitario de Valladolid, Valladolid, España.

出版信息

Rev Neurol. 2020 Dec 1;71(11):399-406. doi: 10.33588/rn.7111.2020488.

Abstract

INTRODUCTION

Topiramate is the only oral preventative with level of evidence I for the treatment of chronic migraine.

AIM

To evaluate gray matter parameters, obtained with magnetic resonance imaging (MRI), as biomarkers of the response to topiramate in chronic migraine patients.

PATIENTS AND METHODS

The sample was composed by 57 chronic migraine patients, screened for first time in a Headache Unit due to chronic migraine. MRI acquisitions were performed at a 3 T unit. Afterwards, topiramate preventive treatment began. Response and tolerability were evaluated after three months, defining response as at least 50% reduction in headache days per month. We included patients that tolerated topiramate. T1- and diffusion-weighted MRI were processed to obtain gray matter (68 cortical and 16 subcortical regions) descriptive parameters. A logistic regression model was employed for the predictive assessment.

RESULTS

Forty-two patients tolerated the treatment and were analyzed, responding 23 of them (54.7%). The final prediction model was built with gray matter parameters with significant results. In this model, higher left cuneus curvature and right insula area values were associated with a higher probability of response, while higher right inferior parietal cortex volume and left superior temporal gyrus area values were associated with a lower probability. The accuracy of the predictive model was 95%.

CONCLUSION

The gray matter parameters may be useful biomarkers of preventive treatment response with topiramate in chronic migraine.

摘要

引言

托吡酯是唯一一种有I级证据支持用于治疗慢性偏头痛的口服预防性药物。

目的

评估通过磁共振成像(MRI)获得的灰质参数,作为慢性偏头痛患者对托吡酯反应的生物标志物。

患者与方法

样本由57名慢性偏头痛患者组成,这些患者因慢性偏头痛首次在头痛科接受筛查。MRI扫描在3T设备上进行。之后,开始托吡酯预防性治疗。三个月后评估反应和耐受性,将反应定义为每月头痛天数至少减少50%。我们纳入了耐受托吡酯的患者。对T1加权和扩散加权MRI进行处理,以获得灰质(68个皮质区域和16个皮质下区域)的描述性参数。采用逻辑回归模型进行预测评估。

结果

42名患者耐受治疗并接受分析,其中23名(54.7%)有反应。最终的预测模型是基于具有显著结果的灰质参数构建的。在该模型中,左侧楔叶曲率较高和右侧岛叶面积值较高与反应概率较高相关,而右侧顶下小叶体积较大和左侧颞上回面积值较高与反应概率较低相关。预测模型的准确率为95%。

结论

灰质参数可能是慢性偏头痛患者托吡酯预防性治疗反应的有用生物标志物。

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