A μm-Scale Computational Model of Magnetic Neural Stimulation in Multifascicular Peripheral Nerves

被引:16
作者
RamRakhyani, Anil Kumar [1 ]
Kagan, Zachary B. [2 ]
Warren, David J. [2 ]
Normann, Richard A. [2 ]
Lazzi, Gianluca [1 ]
机构
[1] Univ Utah, Dept Elect & Comp Engn, Salt Lake City, UT 84112 USA
[2] Univ Utah, Dept Bioengn, Salt Lake City, UT 84112 USA
基金
美国国家科学基金会;
关键词
Computational model; magnetic coil; magnetic stimulation; multiresolution model; multiscale modeling; peripheral nerve; sciatic nerve; SCIATIC-NERVE; IN-VITRO; FIBERS; ACTIVATION; SIMULATION; EXCITATION; CONDUCTION; CURRENTS; FIELDS; AXON;
D O I
10.1109/TBME.2015.2446761
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
There has been recurring interest in using magnetic neural stimulation for implantable localized stimulation. However, the large stimulation voltages and energies necessary to evoke neuronal activity have tempered this interest. To investigate the potential of magnetic stimulation as a viable methodology and to provide the ability to investigate novel coil designs that can result in lower stimulation threshold voltages and energies, there is a need for a model that accurately predicts the magnetic field-tissue interaction that results in neuronal stimulation. In this study, we provide a computational framework to accurately estimate the stimulation threshold and have validated the model with in vivo magnetic stimulation experiments. To make such predictions, we developed a micrometer-resolution anatomically driven computational model of rat sciatic nerve and quantified the effect of tissue heterogeneity (i.e., fascicular organization, axon distribution, and density) and axonal membrane capacitance on the resulting threshold. Using the multiresolution impedance method, we computed the spatial-temporal distribution of the induced electric field in the nerve and applied this field to a Frankenhaeuser-Huxley axon model in NEURON to simulate the nonlinear mechanisms of the membrane channels. The computational model developed predicts the stimulation thresholds for four magnetic coil designs with different geometrical parameters within the 95% confidence interval (experiments count = 4) of measured in vivo stimulation thresholds for the rat sciatic nerve.
引用
收藏
页码:2837 / 2849
页数:13
相关论文
共 54 条
  • [1] AN INTRODUCTION TO THE BASIC PRINCIPLES OF MAGNETIC NERVE-STIMULATION
    BARKER, AT
    [J]. JOURNAL OF CLINICAL NEUROPHYSIOLOGY, 1991, 8 (01) : 26 - 37
  • [2] Circuit and Coil Design for In-Vitro Magnetic Neural Stimulation Systems
    Basham, Eric
    Yang, Zhi
    Liu, Wentai
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2009, 3 (05) : 321 - 331
  • [3] STIMULATION OF A MYELINATED NERVE AXON BY ELECTROMAGNETIC INDUCTION
    BASSER, PJ
    ROTH, BJ
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1991, 29 (03) : 261 - 268
  • [4] Microscopic magnetic stimulation of neural tissue
    Bonmassar, Giorgio
    Lee, Seung Woo
    Freeman, Daniel K.
    Polasek, Miloslav
    Fried, Shelley I.
    Gale, John T.
    [J]. NATURE COMMUNICATIONS, 2012, 3
  • [5] A multielectrode array for intrafascicular recording and stimulation in sciatic nerve of cats
    Branner, A
    Normann, RA
    [J]. BRAIN RESEARCH BULLETIN, 2000, 51 (04) : 293 - 306
  • [6] Selective neural activation in a histologically derived model of peripheral nerve
    Butson, Christopher R.
    Miller, Ian O.
    Normann, Richard A.
    Clark, Gregory A.
    [J]. JOURNAL OF NEURAL ENGINEERING, 2011, 8 (03)
  • [7] Morphologic and morphometric evaluation of experimental acute crush injuries of the sciatic nerve of rats
    Cantalejo Nagima Mazzer, Patricia Yume
    Barbieri, Claudio Henrique
    Mazzer, Nilton
    Sassoli Fazan, Valeria Paula
    [J]. JOURNAL OF NEUROSCIENCE METHODS, 2008, 173 (02) : 249 - 258
  • [8] Carnevale N.T., 2006, The NEURON Book, DOI DOI 10.1017/CBO9780511541612
  • [9] Chiu S., 1979, J PHYSL, V149-166
  • [10] Selectivity of multiple-contact nerve cuff electrodes: A simulation analysis
    Choi, AQ
    Cavanaugh, JK
    Durand, DM
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (02) : 165 - 172