Hernandez-Charpak Sergio Daniel, Kinany Nawal, Ricchi Ilaria, Schlienger Raphaëlle, Mattera Loan, Martuzzi Roberto, Nazarian Bruno, Demesmaeker Robin, Rowald Andreas, Kavounoudias Anne, Bloch Jocelyne, Courtine Grégoire, Van De Ville Dimitri
Defitech Center for Interventional Neurotherapies (.NeuroRestore), CHUV/UNIL/EPFL, Lausanne, Switzerland.
Neuro-X Institute, Ecole Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland.
Imaging Neurosci (Camb). 2025 Jan 23;3. doi: 10.1162/imag_a_00455. eCollection 2025.
The lumbosacral spinal cord contains neural circuits crucial for locomotion, organized into rostrocaudal levels with distinct somatosensory and motor neuron pools that project to and from the muscles of the lower limbs. However, the specific spinal levels that innervate each muscle and the locations of neuron pools vary significantly between individuals, presenting challenges for targeted therapies and neurosurgical interventions aimed at restoring locomotion. Non-invasive approaches to functionally map the segmental distribution of muscle innervationorare therefore essential. Here, we developed a pipeline dedicated to record blood oxygenation level dependent (BOLD) signals in the lumbosacral spinal cord using functional magnetic resonance imaging (fMRI). We assessed spinal activity across different conditions targeting the extensor/flexor muscles of the right leg (ankle, knee, and hip) in 12 healthy participants. To enhance clinical relevance, we included not only active movements but also two conditions that did not rely on participants' performance: passive stretches and muscle-specific tendon vibration, which activates proprioceptive afferents of the vibrated muscle. BOLD activity patterns were primarily located on the side ipsilateral to the movement, stretch, or vibration, both at the group and participant levels, indicating the BOLD activity being associated with the projectome. The fMRI-derived rostrocaudal BOLD activity patterns exhibited mixed alignment with expected innervation maps from invasive studies, varying by muscle and condition. While some muscles and conditions matched well across studies, others did not. Significant variability among individual participants underscores the need for personalized mapping of projections for targeted therapies and neurosurgical interventions. To support the interpretation of BOLD activity patterns, we developed a decision tree-based framework that combines reconstruction of neural structures from high-resolution anatomical MRI datasets and muscle-specific fMRI activity to produce personalized projectomes. Our findings provide a valuable proof-of-concept for the potential of fMRI to map the lumbosacral spinal cord's functional organization, while shedding light on challenges associated with this endeavor.
腰骶脊髓包含对运动至关重要的神经回路,这些回路按头尾方向分层组织,具有不同的躯体感觉和运动神经元池,它们与下肢肌肉之间存在往返投射。然而,支配每块肌肉的具体脊髓节段以及神经元池的位置在个体之间差异很大,这给旨在恢复运动的靶向治疗和神经外科干预带来了挑战。因此,采用非侵入性方法对肌肉神经支配的节段分布进行功能映射至关重要。在此,我们开发了一种流程,专门用于使用功能磁共振成像(fMRI)记录腰骶脊髓中依赖血氧水平的(BOLD)信号。我们评估了12名健康参与者在针对右腿伸肌/屈肌(脚踝、膝盖和臀部)的不同条件下的脊髓活动。为提高临床相关性,我们不仅纳入了主动运动,还纳入了两种不依赖参与者表现的条件:被动拉伸和特定肌肉的肌腱振动,后者可激活被振动肌肉的本体感觉传入神经。无论是在组水平还是参与者水平,BOLD活动模式主要位于与运动、拉伸或振动同侧的一侧,表明BOLD活动与投射组相关。fMRI得出的头尾方向BOLD活动模式与侵入性研究预期的神经支配图谱呈现混合对齐,因肌肉和条件而异。虽然有些肌肉和条件在不同研究中匹配良好,但其他的则不然。个体参与者之间的显著变异性凸显了针对靶向治疗和神经外科干预进行个性化投射映射的必要性。为支持对BOLD活动模式的解释,我们开发了一个基于决策树的框架,该框架结合了从高分辨率解剖MRI数据集中重建神经结构和特定肌肉的fMRI活动,以生成个性化的投射组。我们的研究结果为fMRI绘制腰骶脊髓功能组织的潜力提供了有价值的概念验证,同时揭示了与此项工作相关的挑战。