† Corresponding author. E-mail:
‡ Corresponding author. E-mail:
Project supported by the National Natural Science Foundation of China (Grant Nos. 61503321 and 61273063) and the Natural Science Foundation of Hebei Province, China (Grant No. F2014203161).
We investigate transcranial magneto–acoustical stimulation (TMAS) for noninvasive brain neuromodulation in vivo. TMAS as a novel technique uses an ultrasound wave to induce an electric current in the brain tissue in the static magnetic field. It has the advantage of high spatial resolution and penetration depth. The mechanism of TMAS onto a neuron is analyzed by combining the TMAS principle and Hodgkin–Huxley neuron model. The anesthetized rats are stimulated by TMAS, resulting in the local field potentials which are recorded and analyzed. The simulation results show that TMAS can induce neuronal action potential. The experimental results indicate that TMAS can not only increase the amplitude of local field potentials but also enhance the effect of focused ultrasound stimulation on the neuromodulation. In summary, TMAS can accomplish brain neuromodulation, suggesting a potentially powerful noninvasive stimulation method to interfere with brain rhythms for diagnostic and therapeutic purposes.
Transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS) as noninvasive brain stimulation tools have been used for treating and rehabilitating neurological and psychiatric disorders such as Parkinson’s disease, Alzheimer’s disease, autism, etc.[1–4] However, these techniques lack spatial resolution, which restricts the therapeutic applications in stimulating deep brain areas. In comparison with tDCS and TMS, focused ultrasound stimulation (FUS) can perform a deep stimulation with a spatial resolution of approximately 2 mm.[5] The effectiveness of FUS has been demonstrated in animals and humans.[6–8] In this paper, transcranial magneto–acoustical stimulation (TMAS) that was proposed by Norton in 2003 is developed for noninvasive brain neuromodulation.[9,10] FUS has the characteristics of noninvasive, high spatial resolution and high penetration depth. The mechanism of FUS is that the ultrasound-induced cavitation of these nanometric bilayer sonophores can induce a complex mechanoelectrical interplay that leads to excitation, primarily through the effect of currents induced by membrane capacitance change.[11] The mechanism of TMAS is that an electric current is generated by the static magnetic field and ultrasonic waves in tissues to modulate neuronal activity. Therefore, the physical fields and mechanisms of FUS and TMAS are different. Compared with tDCS and TMS, the TMAS has a high spatial resolution, which is determined by the size of the focused ultrasound. In addition, TMAS has a higher penetration depth since there is no interplay between the magnetostatic field and brain tissue.
Here, we study the TMAS with simulation and animal experiment. First, the neuronal action potentials are simulated with TMAS based on the Hodgkin–Huxley neuron model. Then, the electric current generated in rat brain tissue by ultrasound and magnetostatic field is detected. Finally, we stimulate the rat somatosensory cortex with TMAS, record local field potentials (LFPs) and analyze the amplitudes of LFPs at different stimulation statues that include control status (CTRL), static magnetic field status (SMF), TMAS and FUS.
The schematic diagram of TMAS is shown in the lower-right of Fig.
We assume that the pressure waves are longitudinal and propagate along the z axis and that the magnetostatic field is along the x axis, thereby placing the current density along the y axis in the standard Cartesian coordinate axes.
A longitudinal pressure wave propagating along the z axis obeys the classical wave equation
The relationship between the magnitude of the speed of a fluid element and the magnitude of the instantaneous pressure P can be expressed as
According to Montalibet’s theory,[13] the current density Jy along the y axis, generated by ultrasound and magnetostatic fields in a biological medium can be expressed as
The relationship between the intensity of the ultrasonic power and the ultrasound pressure satisfies the following equation:
Combining Eqs. (
The electric current field
The value of the total electric current density J, which corresponds to the electric current Iext, can be used to stimulate the neuron and is used for simulation in the Hodgkin–Huxley neuron model.
The Hodgkin–Huxley neuron model, which successfully describes the dynamic process of the generation of squid axon action potential,[15,16] is a representative model for studying electrophysiological characteristics of a neuron. The Hodgkin–Huxley neuron model includes the following differential equations[15]
The fixed parameters used for simulation are listed in Table
A total of fifteen Sprague-Dawley rats (male, 3-month-old) each with body weight of approximately 200 g were used in this electrophysiological study. All efforts were made to minimize animal suffering and the number of animals used. The rat was surgically anesthetized with sodium pentobarbital (3%, 5 mg/100 g, IP), and then fixed on a stereotaxic apparatus (ST-5ND-C, USA) with ear bars and a clamping device. The fur of the rat head was shaven, and the skin was cleaned with 0.9% sodium chloride physiological solution. The skin was cut along the midline of the skull, and the subcutaneous tissue and periosteum were cleaned. The skull was drilled, and the bone was chipped to expose an approximate brain tissue area of 2 mm×2 mm and formed a bone hole.
The scheme of the experimental setup is shown in Fig.
An ultrasonic transmitter and receiver card (USB-UT350T, Ultratek, USA) controlled by a computer was used to apply a pulse signal to the focused ultrasonic transducer. Local field potentials (LFPs) from the somatosensory cortex, captured by the single electrode (MicroProbes, USA), were amplified by a microelectrode AC amplifier (Model-1800, A-M system. Inc, USA). The analog signals from AC amplifier were converted into digital signals by a neural signal processor (Cerebus, Cyberknetics, USA) and transmitted to a computer.
The magnetic field intensity measured by Gaussmeter (WT20D, WeiTe, China) at the rat head was approximately 0.35 T. In the experiment, the center frequency, stimulus frequency, and the single stimulus pulse duration were 500 kHz and 100 Hz, 32 μs respectively. The spatial-peak pulse-average intensity (ISPPA) measured by the ultrasound energy density instrument (YP0511F, Hangzhou, China) was 21.1 W/cm2 and the corresponding spatial-peak temporal-average intensity (ISPTA) was 135.04 mW/cm2. The ultrasound intensity was below 190 W/cm2, the maximum recommended limit for diagnostic imaging applications.[7] The LFPs were collected and digitized at a sample rate of 2 kHz, and with a low-pass filter at 125 Hz in the Cerebus system.
First, the LFPs without any stimulation were recorded as a control status (status abbreviation: CTRL). Second, we inserted the permanent magnets on both sides of shaped-U device and recorded the LFPs in the presence of a static magnetic field (status abbreviation: SMF). Third, an ultrasonic wave was transmitted to the rat head and the stimulation lasted 10 min. We recorded the LFPs after stimulation (status abbreviation: TMAS). Finally, the permanent magnets were removed and the rat was only stimulated by ultrasound for 10 min. After FUS, the LFPs were recorded (status abbreviation: FUS).
To test whether TMAS is able to excite action potential of a neuron, the Hodgkin–Huxley neuron model is used to perform CTRL, SMF, TMAS status. In the simulation, the ultrasonic power is 21.1 W/cm2 that is lower than that used to stimulate primary somatosensory cortex of human in FUS, and the stimulus frequency is 100 Hz. According to the formula
The simulation results shown in Fig.
In order to detect electric current generated by TMAS in brain tissue, an experimental setup is build. The scheme and photograph of the setup are shown in Appendix A: Supplementary Materials (Fig.
To quantitatively evaluate the effect of TMAS on brain neuromodulation, the LFPs for four different statuses are recorded and their corresponding mean amplitudes are computed. The LFP signals in CTRL, SMF, TMAS and FUS statuses are shown in Figs.
The mean amplitudes of the LFPs shown in Fig.
The previous studies, in which the Maxwell equation combining the ultrasound and magnetic field was established and the distribution of electric field was obtained, predicted that TMAS can stimulate the nerve tissue,[10] in which, however, the action potentials in neuron models were not stimulated, nor the conclusion was verified experimentally. In our study, we combine the TMAS principle with the Hodgkin–Huxley neuron model to simulate action potential. Furthermore, we use TMAS to stimulate rat somatosensory cortex. The results show that the TMAS can generate electric current in brain tissue and the electric current can change the neural oscillation activities for brain neuromodulation. These results supply the basis for TMAS in the treatment of neurological and psychiatric diseases in clinic.
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