Electrical Stimulation in the Human Cochlea: A Computational Study Based on High-Resolution Micro-CT Scans

被引:32
作者
Bai, Siwei [1 ,2 ,3 ]
Encke, Joerg [1 ,2 ,4 ]
Obando-Leiton, Miguel [1 ,2 ,5 ]
Weiss, Robin [1 ,2 ]
Schaefer, Friederike [2 ]
Eberharter, Jakob [2 ]
Boehnke, Frank [6 ]
Hemmert, Werner [1 ,2 ,5 ]
机构
[1] Tech Univ Munich, Dept Elect & Comp Engn, Munich, Germany
[2] Tech Univ Munich, Munich Sch Bioengn, Garching, Germany
[3] Univ New South Wales, Grad Sch Biomed Engn, Sydney, NSW, Australia
[4] Carl von Ossietzky Univ Oldenburg, Med Phys & Cluster Excellence Hearing4all, Oldenburg, Germany
[5] Ludwig Maximilian Univ Munich, Grad Sch Syst Neurosci, Planegg, Germany
[6] Klinikum Rechts Der Isar, Dept Otorhinolaryngol, Munich, Germany
关键词
cochlear implant; computational model; finite element analysis; electrical stimulation; auditory nerve fibers; model reconstruction; SPIRAL GANGLION; MODEL; GENERATION; NEURON;
D O I
10.3389/fnins.2019.01312
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Many detailed features of the cochlear anatomy have not been included in existing 3D cochlear models, including the microstructures inside the modiolar bone, which in turn determines the path of auditory nerve fibers (ANFs). Method: We captured the intricate modiolar microstructures in a 3D human cochlea model reconstructed from mu CT scans. A new algorithm was developed to reconstruct ANFs running through the microstructures within the model. Using the finite element method, we calculated the electrical potential as well as its first and second spatial derivatives along each ANF elicited by the cochlear implant electrodes. Simulation results of electrical potential was validated against intracochlear potential measurements. Comparison was then made with a simplified model without the microstructures within the cochlea. Results: When the stimulus was delivered from an electrode located deeper in the apex, the extent of the auditory nerve influenced by a higher electric potential grew larger; at the same time, the maximal potential value at the auditory nerve also became larger. The electric potential decayed at a faster rate toward the base of the cochlea than toward the apex. Compared to the cochlear model incorporating the modiolar microstructures, the simplified version resulted in relatively small differences in electric potential. However, in terms of the first and second derivatives of electric potential along the fibers, which are relevant for the initiation of action potentials, the two models exhibited large differences: maxima in both derivatives with the detailed model were larger by a factor of 1.5 (first derivative) and 2 (second derivative) in the exemplary fibers. More importantly, these maxima occurred at different locations, and opposite signs were found for the values of second derivatives between the two models at parts along the fibers. Hence, while one model predicts depolarization and spike initiation at a given location, the other may instead predict a hyperpolarization. Conclusions: Although a cochlear model with fewer details seems sufficient for analysing the current spread in the cochlear ducts, a detailed-segmented cochlear model is required for the reconstruction of ANF trajectories through the modiolus, as well as the prediction of firing thresholds and spike initiation sites.
引用
收藏
页数:13
相关论文
共 41 条
[1]   COCHLEAR NERVE IN CAT - TOPOGRAPHY, COCHLEOTOPY, AND FIBER SPECTRUM [J].
ARNESEN, AR ;
OSEN, KK .
JOURNAL OF COMPARATIVE NEUROLOGY, 1978, 178 (04) :661-678
[2]   Comparison of Multi-Compartment Cable Models of Human Auditory Nerve Fibers [J].
Bachmaier, Richard ;
Encke, Joerg ;
Obando-Leiton, Miguel ;
Hemmert, Werner ;
Bai, Siwei .
FRONTIERS IN NEUROSCIENCE, 2019, 13
[3]   A computational model of direct brain excitation induced by electroconvulsive therapy: Comparison among three conventional electrode placements [J].
Bai, Siwei ;
Loo, Colleen ;
Al Abed, Amr ;
Dokos, Socrates .
BRAIN STIMULATION, 2012, 5 (03) :408-421
[4]   Three-dimensional representation of the human cochlea using micro-computed tomography data: Presenting an anatomical model for further numerical calculations [J].
Braun, Katharina ;
Boehnke, Frank ;
Stark, Thomas .
ACTA OTO-LARYNGOLOGICA, 2012, 132 (06) :603-613
[5]   Field patterns in a 3D tapered spiral model of the electrically stimulated cochlea [J].
Briaire, JJ ;
Frijns, JHM .
HEARING RESEARCH, 2000, 148 (1-2) :18-30
[6]   Unraveling the electrically evoked compound action potential [J].
Briaire, JJ ;
Frijns, JHM .
HEARING RESEARCH, 2005, 205 (1-2) :143-156
[7]   Comparison of the electrical stimulation performance of four cochlear implant electrodes [J].
Choi, CTM ;
Lai, WD ;
Chen, YB .
IEEE TRANSACTIONS ON MAGNETICS, 2005, 41 (05) :1920-1923
[8]  
De Raeve L., 2013, J HEARING SCI, V3, P9
[9]  
Finley C., 1990, Cochlear Implants: Models of the Electrically Stimulated Ear, P55, DOI [DOI 10.1007/978-1-4612-3256-85, DOI 10.1007/978-1-4612-3256-8_5]
[10]   Prevalence of permanent childhood hearing impairment in the United Kingdom and implications for universal neonatal hearing screening: questionnaire based ascertainment study [J].
Fortnum, HM ;
Summerfield, AQ ;
Marshall, DH ;
Davis, AC ;
Bamford, JM .
BRITISH MEDICAL JOURNAL, 2001, 323 (7312) :536-539