Efficient high-resolution TMS mapping of the human motor cortex by nonlinear regression

被引:43
作者
Numssen, Ole [1 ]
Zier, Anna-Leah [1 ,4 ]
Thielscher, Axel [2 ,3 ]
Hartwigsen, Gesa [1 ]
Knosche, Thomas R. [4 ,5 ]
Weise, Konstantin [4 ,6 ]
机构
[1] Max Planck Inst Human Cognit & Brain Sci, Lise Meitner Res Grp Cognit & Plast, Stephanstr 1a, D-04103 Leipzig, Germany
[2] Copenhagen Univ Hosp Amager & Hvidovre, Danish Res Ctr Magnet Resonance, Ctr Funct & Diagnost Imaging & Res, Copenhagen, Denmark
[3] Tech Univ Denmark, Ctr Magnet Resonance, Dept Hlth Technol, Lyngby, Denmark
[4] Max Planck Inst Human Cognit & Brain Sci, Methods & Dev Grp Brain Networks, Stephanstr 1a, D-04103 Leipzig, Germany
[5] Tech Univ Ilmenau, Inst Biomed Engn & Informat, Gustav Kirchhoff Str 2, D-98693 Ilmenau, Germany
[6] Tech Univ Ilmenau, Adv Electromagnet Grp, Helmholtzpl 2, D-98693 Ilmenau, Germany
关键词
Brain mapping; Finite element analysis; Motor cortex; Transcranial magnetic stimulation; Motor threshold; TRANSCRANIAL MAGNETIC STIMULATION; INPUT-OUTPUT CURVE; CORTICOSPINAL OUTPUT; FRONTAL-LOBE; HAND KNOB; AREAS; REPRESENTATION; LOCALIZATION; EXCITATION; SOMATOTOPY;
D O I
10.1016/j.neuroimage.2021.118654
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Transcranial magnetic stimulation (TMS) is a powerful tool to investigate causal structure-function relationships in the human brain. However, a precise delineation of the effectively stimulated neuronal populations is notori-ously impeded by the widespread and complex distribution of the induced electric field. Here, we propose a method that allows rapid and feasible cortical localization at the individual subject level. The functional relationship between electric field and behavioral effect is quantified by combining experimental data with numerically modeled fields to identify the cortical origin of the modulated effect. Motor evoked poten-tials (MEPs) from three finger muscles were recorded for a set of random stimulations around the primary motor area. All induced electric fields were nonlinearly regressed against the elicited MEPs to identify their cortical origin. We could distinguish cortical muscle representation with high spatial resolution and localized them primarily on the crowns and rims of the precentral gyrus. A post-hoc analysis revealed exponential convergence of the method with the number of stimulations, yielding a minimum of about 180 random stimulations to obtain stable results. Establishing a functional link between the modulated effect and the underlying mode of action, the induced electric field, is a fundamental step to fully exploit the potential of TMS. In contrast to previous approaches, the presented protocol is particularly easy to implement, fast to apply, and very robust due to the random coil positioning and therefore is suitable for practical and clinical applications.
引用
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页数:11
相关论文
共 59 条
[1]   Simulation of transcranial magnetic stimulation in head model with morphologically-realistic cortical neurons [J].
Aberra, Aman S. ;
Wang, Boshuo ;
Grill, Warren M. ;
Peterchev, Angel V. .
BRAIN STIMULATION, 2020, 13 (01) :175-189
[2]   The Hand Motor Hotspot is not Always Located in the Hand Knob: A Neuronavigated Transcranial Magnetic Stimulation Study [J].
Ahdab, Rechdi ;
Ayache, Samar S. ;
Brugieres, Pierre ;
Farhat, Wassim H. ;
Lefaucheur, Jean-Pascal .
BRAIN TOPOGRAPHY, 2016, 29 (04) :590-597
[3]   Reappraisal of the anatomical landmarks of motor and premotor cortical regions for image-guided brain navigation in TMS practice [J].
Ahdab, Rechdi ;
Ayache, Samar S. ;
Farhat, Wassim H. ;
Mylius, Veit ;
Schmidt, Sein ;
Brugieres, Pierre ;
Lefaucheur, Jean-Pascal .
HUMAN BRAIN MAPPING, 2014, 35 (05) :2435-2447
[4]   Optimal Estimation of Neural Recruitment Curves Using Fisher Information: Application to Transcranial Magnetic Stimulation [J].
Alavi, Seyed Mohammad Mahdi ;
Goetz, Stefan M. ;
Peterchev, Angel V. .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 27 (06) :1320-1330
[5]   A high-resolution computational localization method for transcranial magnetic stimulation mapping [J].
Aonuma, Shinta ;
Gomez-Tames, Jose ;
Laakso, Ilkka ;
Hirata, Akimasa ;
Takakura, Tomokazu ;
Tamura, Manabu ;
Muragaki, Yoshihiro .
NEUROIMAGE, 2018, 172 :85-93
[6]   Pulsed Facilitation of Corticospinal Excitability by the Sensorimotor μ-Alpha Rhythm [J].
Bergmann, Til Ole ;
Lie, Anne ;
Zrenner, Christoph ;
Ziemann, Ulf .
JOURNAL OF NEUROSCIENCE, 2019, 39 (50) :10034-10043
[7]   Where does TMS Stimulate the Motor Cortex? Combining Electrophysiological Measurements and Realistic Field Estimates to Reveal the Affected Cortex Position [J].
Bungert, Andreas ;
Antunes, Andre ;
Espenhahn, Svenja ;
Thielscher, Axel .
CEREBRAL CORTEX, 2017, 27 (11) :5083-5094
[8]   Multimodal output mapping of human central motor representation on different spatial scales [J].
Classen, J ;
Knorr, U ;
Werhahn, KJ ;
Schlaug, G ;
Kunesch, E ;
Cohen, LG ;
Seitz, RJ ;
Benecke, R .
JOURNAL OF PHYSIOLOGY-LONDON, 1998, 512 (01) :163-179
[9]  
Dahnke R., 2021, NEUROIMAGE
[10]   Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194