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Functional imaging to guide network-based TMS treatments: toward a tailored medicine approach in Alzheimer's disease.
medRxiv - Neurology Pub Date : 2020-12-23 , DOI: 10.1101/2020.12.22.20248694
Chiara Bagattini , Debora Brignani , Sonia Bonnì , Roberto Gasparotti , Michela Pievani

INTRODUCTION: Transcranial magnetic stimulation (TMS) has gained increasing attention as a potential therapeutic strategy in Alzheimer's disease (AD). Among factors determining a clinical response, the choice of the stimulation site represents a key point. In this proof of concept study, we prove the feasibility of a tailored TMS targeting approach for AD, which stems from a network-based perspective. Based on functional imaging, the procedure allows to extract individual optimal targets meanwhile accounting for functional variability. METHODS: Single-subject resting-state fMRI was used to extract individual target coordinates of two networks primarily affected in AD, the default mode and the fronto-parietal network. The localization of these targets was compared to that of traditional group-level approaches and tested against varying degrees of TMS focality. RESULTS: The distance between individual fMRI-derived coordinates and traditionally-defined targets was significant for a focality <12mm, but not for >20mm. Comparison with anatomical labels confirmed a lack of 1:1 correspondence between anatomical and functional targets. DISCUSSION: The proposed network-based fMRI-guided TMS approach allows targeting disorder-specific networks meanwhile accounting for inter-individual functional variability in Alzheimer's disease. This approach might represent a step toward tailored TMS interventions for AD.

中文翻译:

功能成像可指导基于网络的TMS治疗:针对阿尔茨海默氏病的量身定制医学方法。

引言:经颅磁刺激(TMS)作为阿尔茨海默氏病(AD)的潜在治疗策略已受到越来越多的关注。在决定临床反应的因素中,刺激部位的选择是关键。在此概念验证研究中,我们证明了针对AD量身定制的TMS定位方法的可行性,该方法源于基于网络的观点。基于功能成像,该程序可以提取单个最佳目标,同时考虑功能变异性。方法:使用单对象静止状态功能磁共振成像提取两个主要受AD影响的网络(默认模式和额顶网络)的单个目标坐标。将这些目标的定位与传统的小组级别方法进行了比较,并针对不同程度的TMS焦点进行了测试。结果:对于f <12mm的焦点,单个fMRI派生的坐标与传统定义的目标之间的距离很重要,而对于> 20mm的焦点则不明显。与解剖标记的比较证实了解剖目标与功能目标之间缺乏1:1的对应关系。讨论:拟议的基于网络的功能磁共振成像指导的TMS方法允许针对特定疾病的网络,同时考虑阿尔茨海默氏病的个体间功能变异性。这种方法可能代表朝着针对AD量身定制的TMS干预迈出的一步。但不适用于> 20mm的产品。与解剖标记的比较证实了解剖目标与功能目标之间缺乏1:1的对应关系。讨论:拟议的基于网络的功能磁共振成像指导的TMS方法允许针对特定疾病的网络,同时考虑阿尔茨海默氏病的个体间功能变异性。这种方法可能代表朝着针对AD量身定制的TMS干预迈出的一步。但不适用于> 20mm的产品。与解剖标记的比较证实了解剖目标与功能目标之间缺乏1:1的对应关系。讨论:拟议的基于网络的功能磁共振成像指导的TMS方法允许针对特定疾病的网络,同时考虑阿尔茨海默氏病的个体间功能变异性。这种方法可能代表朝着针对AD量身定制的TMS干预迈出的一步。
更新日期:2020-12-24
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