Blast-induced tinnitus is a prevalent problem among military personnel and veterans, as blast-related trauma damages the vulnerable microstructures within the cochlea, impacts auditory and non-auditory brain structures, and causes tinnitus and other disorders. Thus far, there is no effective treatment of blast-induced tinnitus due to an incomplete understanding of its underlying mechanisms, necessitating development of reliable animal models. This article focuses on recent animal studies using behavioral, electrophysiological, imaging, and pharmacological tools. The mechanisms underlying blast-induced tinnitus are largely similar to those underlying noise-induced tinnitus: increased spontaneous firing rates, bursting, and neurosynchrony, Mn++ accumulation, and elevated excitatory synaptic transmission. The differences mainly lie in the data variability and time course. Noise trauma-induced tinnitus mainly originates from direct peripheral deafferentation at the cochlea, and its etiology subsequently develops along the ascending auditory pathways. Blast trauma-induced tinnitus, on the other hand, results from simultaneous impact on both the peripheral and central auditory systems, and the resultant maladaptive neuroplasticity may also be related to the additional traumatic brain injury. Consequently, the neural correlates of blast-induced tinnitus have different time courses and less uniform manifestations of its neural correlates.

Tinnitus is a condition whereby the affected people develop phantom sounds in the absence of overt acoustic stimulation inside or outside the body. The overall most common tinnitus inducer is acoustic trauma, such as occupational noise (Axelsson and Sandh, 1985), while the most common cause of tinnitus among military personnel and veterans is blast exposure (Dougherty et al., 2013). To the point, studies have shown that blast-related trauma is the “signature injury” in the Iraq and Afghanistan war theaters; chronic tinnitus and hearing loss are the most common auditory-related co-morbidities (Lew et al., 2007), among which nearly 50% of blast-injured service members claim to have tinnitus symptoms (Cave et al., 2007). Thus, blast-induced tinnitus has become an increasingly significant health problem for military personnel and veterans (Taber et al., 2006; Henry et al., 2009). In addition, tinnitus does not solely present as unwanted sounds in the ear or head, but it is often accompanied by anxiety, annoyance, disturbed sleep patterns, irritability, and depression (Hesser et al., 2009; Hebert et al., 2011), creating a significant impact on daily life. Thus far, 3–4 × 106 veterans suffer from tinnitus and up to 1 × 106 seek clinical services. Tinnitus has been rated as the number one service-connected disability affecting military personnel, resulting in nearly two billion dollars in annual disability compensation (VBA, 2013). Despite the adverse health impact and socioeconomic consequences of tinnitus, effective treatments remain limited, per American Academy of Otolaryngology-Head and Neck Surgery (Tunkel et al., 2014), due to limited understanding of the underlying mechanisms. Therefore, animal models are needed to elucidate detailed neural mechanisms underlying blast-induced tinnitus and develop effective medical treatments.

To induce blast-related trauma, animals are subjected to high-pressure shock waves generated by a shock tube (Ouyang et al., 2017). Under anesthesia with isoflurane (0.75–1% in a 2:1 N2O:O2 gas mixture), each animal's left ear is exposed to one or more repetitive blast exposures, usually at 15 min intervals. Note, using multiple blasts is a more realistic representation of blast scenarios in actual war theaters. Most animal blasts are unilateral, so prior to exposure, the right ear is occluded with a Mack's earplug, filled with mineral oil, and its pinna is sutured shut. Each animal subject is then placed on supportive netting and secured with a locking device. The commonly used shock tube is custom-built with a maximum working pressure of 100 PSI (∼700 kPa) (ORA, Inc., see Fig. 1). This type of device consists of a pressure chamber connected to a 20′ L 12′ D hollow tube. Parametric changes in shock-wave duration can be made by changing the length of the high-pressure chamber and the peak pressure can be varied by changing the thickness of the Mylar membrane that separates the pressure chamber from the driven tube [Fig. 1(C)].

FIG. 1.

(Color online) The Wayne State University shock tube for blast exposures. (A) The shock tube and camera recording system. (B) A more detailed experimental setup with a rat in the custom holder apparatus. Inset picture is brain retrieved from exposed rat. (C) Shock tube assembly. (D) A blast wave in red color, also termed Friedlander waveform, illustrates the shockwave pressure changes (peaked at 22 PSI here) that impacts an animal subject. The curve in blue color shows the pressure changes in the driver chamber.

FIG. 1.

(Color online) The Wayne State University shock tube for blast exposures. (A) The shock tube and camera recording system. (B) A more detailed experimental setup with a rat in the custom holder apparatus. Inset picture is brain retrieved from exposed rat. (C) Shock tube assembly. (D) A blast wave in red color, also termed Friedlander waveform, illustrates the shockwave pressure changes (peaked at 22 PSI here) that impacts an animal subject. The curve in blue color shows the pressure changes in the driver chamber.

Close modal

The experimental setup is configured with instruments to monitor the pressure waveform using piezoelectric sensors: one sensor is placed axial to the blast pressure source (137A22 Free-Field ICP Blast Pressure Senor, PCB Piezotronics), while the other is positioned perpendicular and threaded into the tubing to capture details of the induced pressure wave (1022A06 ICP Dynamic Pressure Sensor, PCB Piezotronics) [Fig. 1(D)]. An analog-to-digital data acquisition system (DASH 8HF, Astro-Med, Inc.) acquires and monitors the collected data. A high-speed video camera (HG100K, Kodak Co.), which captures up to 3000 frames/s, is placed near the open-ended tube to record the effects of the shockwave on the animal's orientation and movement, prior to, during, and after delivery of the pressure wave [Figs. 1(A) and 1(B)]. Figure 1(D) shows a typical blast wave (red color), also termed Friedlander waveform as it follows the Friedlander function (Stuhmiller, 1991), which illustrates the shockwave pressure changes {peaked at 22 PSI [198 dB peak sound pressure level (SPL)] here} that impacts an animal subject. The shock waveform resembles those generated by other blast apparatus although different blast intensities were used for different studies (Ewert et al., 2012; Cho et al., 2013; Liang et al., 2017). Our data showed that most robust and chronic tinnitus is induced at 22 PSI. The shock wave consists of an initial overpressure peak, a subsequent negative pressure phase when pressure waves past the sensor, and a slow recovery phase, and most of the energy is concentrated at frequencies below 5 kHz, with a peak level around 180 dB SPL. The curve in blue color shows the pressure changes in the driver chamber.

It is well known that air- and fluid-filled cavities within the body are highly susceptible to blast-induced trauma (Taber et al., 2006). The ear canals are in an ideal position to serve as the primary entry zone for airborne pressure waves that initiate the traumatic events leading to hearing loss and tinnitus. Because the ear canals are also passive acoustic resonators, they can amplify sound waves at the plane of the eardrum by as much as 20 dB in the 2.0 to 7.0 kHz range (Shaw, 1974), adding to the traumatic effect of blast exposures. While the air-filled conductive mechanism of the middle ear is particularly vulnerable to blasts (Ritenour et al., 2008), direct coupling of middle ear ossicles to the fluid-filled cavities of the inner ear can result in irreversible mechanical damage to delicate sensory structures within the inner ear, including: basilar membrane, inner and outer hair cells, supporting cells, and their homeostatic ionic environment. As a result, damage to the auditory periphery can trigger degeneration of the auditory nerve and initiate a cascade of reactions that induce neurobiochemical and reactive (neuroplastic) changes in auditory pathways, spurring tinnitus and other hearing-related disorders.

At the periphery, the pathophysiology of the auditory system has been well documented in both human and animal studies. Using animal models, blast exposure can cause perforation of tympanic membrane, dislocation or fracture of ossicular chain, and gross cochlear trauma, such as rupture of the basilar membrane (Cho et al., 2013; Liang et al., 2017), loss of inner and outer hair cells (Ewert et al., 2012; Cho et al., 2013), and stereociliary bundle disruption (Niwa et al., 2016), all resulting in elevated hearing thresholds. Interestingly, our animals did not typically experience tympanic membrane rupture. However, tympanic membrane rupture not only depends on blast pressure level, but also on how animal subjects' heads are positioned in relation to the direction of blast shockwaves. The animals in our studies were placed in a holding apparatus in a rostro-cephalic orientation toward the blast source with their heads exposed, and their ear canals were oriented perpendicular to the shock wave front. This may explain why significant tympanic membrane perforation occasionally happened (<1%) and healed within a period of four weeks. In certain cases, the cochlear ultrastructure is relatively intact or ABR hearing threshold is not elevated following blast trauma, yet the number of ribbon synapses between cochlear hair cells and auditory nerve fibers may be significantly reduced (Cho et al., 2013). Such reduction is often accompanied by degraded ABR wave I amplitude. This suggests that military personnel or veterans, who have hidden hearing loss although their hearing threshold is normal, may still experience tinnitus or hyperacusis (Niwa et al., 2016).

Although the effects of blast-trauma on peripheral auditory structures are fairly delineated, the impact on the central auditory system is not clearly deciphered. Very recently, Race and colleagues used a rat model to demonstrate severe and persistent central auditory processing deficits, following blast, accompanied by injury spanning from the cochlea to the cortex (Race et al., 2017). This suggests that blast-induced central auditory system dysfunction may complement the peripheral maladaptive neuroplasticity (Race et al., 2017). Furthermore, studies also showed that repetitive blasts induced brain regional and time-related changes in acetylcholinesterase activity (Valiyaveettil et al., 2012b), as well as significant alterations in multiple genes in the brain that are known to be involved in age- or noise-induced hearing impairment in mice (Valiyaveettil et al., 2012a).

Critically, the above studies did not introduce behavioral assessment of tinnitus to directly elucidate the mechanisms underlying tinnitus, yet these findings indirectly help understand the factors that may have potentially contributed to the etiology of blast-induced tinnitus. In order to specifically address the etiology of blast-induced tinnitus, there is a need to introduce measures of behavioral evidence of tinnitus.

1. Behavioral assessment of tinnitus

It has been a challenging task to reliably measure the psychophysical characteristics of tinnitus manifestation using animal models. Over the years, numerous behavioral paradigms have been developed to achieve this goal by determining the perception and characteristics of tinnitus in animals. These behavioral methods are typically classified into two major types based on induction and measure of behavioral responses. The first method is unconditioned reflex-based gap-detection (Turner et al., 2006; Galazyuk and Hebert, 2015; Marks et al., 2018), in which detection of a silent gap during continuous background sound induces an unconditioned reduction in acoustic startle reflex magnitude; this effect is diminished when the silent gap is obscured by presumed tinnitus perception or comprised gap detection due to tinnitus development. The benefits of this method are that it does not require training and it is generally a short duration test. The second method is an operant-conditioning-based paradigm (Jastreboff et al., 1988; Bauer and Brozoski, 2001; Heffner and Harrington, 2002; Ruttiger et al., 2003; Guitton and Dudai, 2007; Kizawa et al., 2010; Heffner, 2011; Berger et al., 2013; Sederholm and Swedberg, 2013; Stolzberg et al., 2013; Pace et al., 2016). The benefits of the operant conditioning-based method include reduced stress from experimentation (Ruttiger et al., 2003), investigation of the laterality of tinnitus-like behavior (Heffner and Koay, 2005; Heffner, 2011), and simultaneous assessment of tinnitus pitch and chronicity at the individual animal level (Pace et al., 2016; Zuo et al., 2017).

a. Testing of tinnitus—Gap detection acoustic startle reflex paradigm.

Since its development (Turner et al., 2006), gap-detection has become widely used to assess behavioral evidence of tinnitus in rodents, since food/water deprivation, foot-shocking, and prolonged behavioral conditioning are not needed. This method has been used to assess both onset and lasting tinnitus behavior, following administration of a variety of tinnitus inducers, and it allows characterization of tinnitus pitch, duration, and diagnosis at the individual animal level (Galazyuk and Hebert, 2015). Our lab successfully used the gap-detection method to demonstrate both acute and lasting noise- and tonal-type tinnitus following noise exposure (Zhang et al., 2011a; Luo et al., 2012; Pace and Zhang, 2013), and we were able to do so in individual rats (Pace and Zhang, 2013). Thus, our lab used this method to measure blast-induced tinnitus in a number of studies (Mao et al., 2012; Luo et al., 2014a; Luo et al., 2017; Ouyang et al., 2017).

As shown in Fig. 2, a single 22 PSI blast induced early onset tinnitus across all frequency bands, which shifted toward high frequencies over time (Mao et al., 2012; Luo et al., 2014b). Specifically, the current blast exposure parameters induced tinnitus at the 14–16, 18–20, and 26–28 kHz frequency bands, one month after blast, and at the 26–28 kHz frequency band, three months after blast. The presence of middle frequency tinnitus in our current studies may result from using a higher blast level (22 PSI), compared to our previously used lower blast level (14 PSI) that only triggered temporary high-frequency tinnitus (Mao et al., 2012). Nevertheless, these findings are in line with clinical reports that tinnitus may occur immediately following acoustic trauma (Mrena et al., 2004) and that it tends to eventually shift to high frequency regions (Roberts et al., 2010). The shift of tinnitus frequencies over time illustrates the ongoing neuroplasticity underlying blast-induced tinnitus.

FIG. 2.

Single blast study showing the GAP ratio values (GAP/startle-only response) and PPI ratio values (PPI/startle-only response) measured from tinnitus(+), tinnitus(−), and age-matched control rats at one day after blast exposure (A, B), one month after blast exposure (C, D), and three months after blast exposure (E, F). Rats show significant deficits in GAP and PPI at one day after blast exposure, followed by marked tinnitus at one month after blast exposure in the GAP test. Tinnitus frequencies further narrowed at three months after blast exposure in the GAP test. Error bars represent standard error of the mean. *P < 0.05. Adapted from Luo et al., 2014b.

FIG. 2.

Single blast study showing the GAP ratio values (GAP/startle-only response) and PPI ratio values (PPI/startle-only response) measured from tinnitus(+), tinnitus(−), and age-matched control rats at one day after blast exposure (A, B), one month after blast exposure (C, D), and three months after blast exposure (E, F). Rats show significant deficits in GAP and PPI at one day after blast exposure, followed by marked tinnitus at one month after blast exposure in the GAP test. Tinnitus frequencies further narrowed at three months after blast exposure in the GAP test. Error bars represent standard error of the mean. *P < 0.05. Adapted from Luo et al., 2014b.

Close modal

Regarding the gap detection paradigm, several studies report potential confounding factors including reduced startle reflex following acoustic trauma (Longenecker and Galazyuk, 2011; Lobarinas et al., 2015) and the possibility that gap-detection may not be impaired by tinnitus (Fournier and Hebert, 2013). However, the fact that animals' tinnitus, as measured by gap-detection, often mirrors that of human subjects supports the validity of this behavioral method. For example, bimodal sound and somatosensory stimulations have been demonstrated to reduce tinnitus in humans, and the same result has been shown in animals, using the gap detection paradigm (Marks et al., 2018). Furthermore, we have demonstrated in our lab, with the gap-detection method, that electrical stimulation of the auditory cortex (Zhang et al., 2011a) and dorsal cochlear nucleus (Luo et al., 2012) suppresses tinnitus in rats, which also parallels the findings in human studies (Soussi and Otto, 1994; De Ridder et al., 2006). Nonetheless, this method needs more rigorous validation in studies that focus on both animals and humans. With this aim in mind, we have recently developed an optimized conditioned-licking suppression behavioral paradigm, which effectively and efficiently screens for tinnitus behavior. It also allows the characterization of both acute and chronic tinnitus and frequency bandwidths of the phantom sensation, at the individual subject level (Pace et al., 2016). This optimized version will enable us to cross-validate the gap-detection behavioral paradigm and to study mechanisms underlying tinnitus in a more clinically relevant manner and facilitate therapeutic drug and medical device development.

2. Assessment of tinnitus-related limbic dysfunctions

Several lines of evidence indicate that patients with severe tinnitus often experience serious comorbidities such as decreased concentration, increased irritability, anxiety and sleep disorders, and even suicide (Lewis, 2002; Hebert et al., 2012). These neurological disorders are mostly attributed to the reactive aspects of the limbic system. Clinical studies have demonstrated that, in tinnitus patients, many limbic brain regions, such as the amygdala and hippocampus, undergo anatomical and pathophysiological changes (Lockwood et al., 1998; Landgrebe et al., 2009; Schmidt et al., 2013). However, behavioral, electrophysiological, and imaging evidence indicates that the relationship between tinnitus and limbic dysfunction is complex and variable (Stevens et al., 2007; Andersson et al., 2009; Crocetti et al., 2009; Hesser et al., 2009). Given this hazy understanding of how the limbic system is involved with blast-induced tinnitus etiology, there is a need for investigation with animal models.

a. Elevated plus maze (EPM) test.

The EPM test is often used to examine animals' anxiety level following a stressor, so we utilized this method to evaluate rats' anxiety at five weeks post-blast (two days after the last, week-five gap-detection test) with a 5-min trial on the EPM (Ouyang et al., 2017). First, a rat was placed in the center of an elevated maze in the shape of a plus sign to initiate a trial. Importantly, two arms of the maze had walls, regarded as “safe,” while the other two were open and represented an anxiogenic environment. The rat's movements on the maze were recorded with a camcorder and then analyzed offline with Ethovision XT version 6 software (Noldus Information Technology, Leesburg, VA). Interestingly, our blast study showed that there were no significant differences in total-arm entries between any groups, indicating that both groups had similar mobility. In addition, while the tinnitus(+) and tinnitus(−) rat groups spent less time in the open arms and committed less open-arm entries compared to the control group, indicative of elevated anxiety, these results did not reach significance. Only when tinnitus(+) and tinnitus(−) groups were combined into a “blasted” group did they demonstrate significantly less time spent in the open-arms, when compared to controls. This suggests that blast exposure, regardless of tinnitus presence, is linked to limbic-produced anxiety for at least five weeks after trauma (Ouyang et al., 2017). Alternatively, our earlier published noise exposure study in rats showed no significant increase in anxiety for tinnitus(+) or tinnitus(−) groups (Pace and Zhang, 2013), but when evaluating individual animals, the majority of rats that had tinnitus showed the highest anxiety levels. This is in line with another report showing no significant increase in anxiety in rats with noise-induced tinnitus (Zheng et al., 2011b). These findings are reminiscent of previous clinical studies in which only certain tinnitus subjects have significant anxiety (Zoger et al., 2006; Belli et al., 2008; Hesser et al., 2009). What we learned from these studies is (a) when compared to noise-induced trauma, blast-induced trauma may have overwhelmingly influenced the manifestation of tinnitus-linked anxiety; (b) not all animal subjects develop significant anxiety, as is true with human patients; and (c) finer behavioral modalities such as grooming microstructure, sucrose consumption, weight, and other measurements may provide superior sensitivity in examining tinnitus-related emotional distress.

b. Morris water maze (MWM) test.

In addition to anxiety and distress measures, there is a need to examine whether blast-induced tinnitus is associated with cognitive impairment. During the MWM test, an animal subject swims through a water tank and uses spatial cues to locate a hidden, underwater platform. If the animal takes longer to find the platform and spends less time in the platform area, then it is deemed to have impaired spatial learning and memory. The test also examines the escape latency and speed to find the target. Specifically, during the escape latency trials, an animal is gently lowered into the water facing the pool wall, at one of four random starting positions. It swims a total of 12 trials, which are divided into three blocks with four trials apiece. Thirty-minute breaks are given between each testing block. During the probe trial (one time), each animal is allowed to swim in the pool for 60 s after the platform is removed. Throughout the trials, a digital camcorder is used to record the swimming trajectories of each animal's movement. To minimize stress accompanying such a lengthy test and increase the accuracy of testing tinnitus-related cognition since it could fluctuate during longer testing periods, a one day MWM approach is used (Frick et al., 2000; Fraticelli-Torres et al., 2010; Vandevord et al., 2012; Pace and Zhang, 2013). Offline data are analyzed with Ethovision software to determine the escape latency and time spent in the target zone.

In the study by Ouyang and colleagues, at five weeks after a single blast exposure, all of the rats went through the MWM test procedure. However, no significant difference in escape latency and time spent in the target zone was found between tinnitus(+), tinnitus(−), and control groups (Ouyang et al., 2017). This indicates that the currently used single blast exposure does not significantly affect the rat's spatial learning and memory, under these conditions (Ouyang et al., 2017). These findings are consistent with our study using noise exposure (Pace and Zhang, 2013), and are supported by previous investigations where no spatial cognitive impairment was found in rats with noise-induced tinnitus (Zheng et al., 2011a). Interestingly, rats with noise-induced tinnitus can develop altered impulse control and social interactions (Zheng et al., 2011b; Zheng et al., 2011c). That is, not all tinnitus(+) animal subjects have cognitive impairment, which reflects the clinical situation, where cognitive dysfunction only occurs among certain tinnitus subjects (Stevens et al., 2007; Andersson et al., 2009). In summary, the main challenge is to develop methods to identify cognitive–emotional dysfunction in animals and to properly extrapolate the findings in animals to humans. Additionally, the variability in blast or noise exposure parameters, and the sensitivity and specificity of the methods for measuring tinnitus-related cognitive–emotional dysfunctions in animal subjects provokes further exploration in methodologies.

To elucidate the neural mechanisms underlying blast-induced tinnitus, investigators have used electrophysiological recordings and imaging to study activity changes in auditory brain structures: mostly in the dorsal cochlear nucleus (DCN), inferior colliculus (IC), and auditory cortex (AC). These studies show a correlative relationship between tinnitus and hyperactivity (increased spontaneous firing), bursting, neuro-synchrony, tonotopic map reorganization, as well as gain changes, which are also frequently studied in noise- or other insult-induced tinnitus.

1. Electrophysiological studies

a. Animal preparation.

To conduct in vivo electrophysiology recordings, a craniotomy is performed to expose the left DCN, right IC, and right AC, either individually or simultaneously. The DCN and IC are inserted with multi-channel recording electrode (4 × 4 and 1 × 16 or 2 × 16, 16/32-channel NeuroNexus probes). The primary AC is identified by stereotaxic coordinates, vascular landmarks (the anterior and posterior dorsoventral vessels), and physiological response properties to tone and noise bursts, and a 4 × 4, 16-channel NeuroNexus probe is inserted in the proper location. Prior to insertion, all the recording probes are dipped in 3% Di-I solution (Invitrogen) for post-mortem, histological verification of implanted locations, and they are then are secured to the skull with dental acrylate. During recordings, neural signals including spontaneous and sound-driven unit spikes and local field potentials are preamplified and bandpass filtered. The output is fed into a 40 bit neurophysiology base station (TDT System 3), controlled by an OpenEx software suite, and all the data are stored for offline processing. Frequency tuning curves are obtained to determine the tonotopic representation of the implanted electrodes.

b. DCN electrophysiology.

The DCN, as the first relay station along the auditory axis, has been thought to contribute to and/or modulate tinnitus, following intense sound exposure or ototoxic insult (Kaltenbach and McCaslin, 1996; Brozoski et al., 2002; Manzoor et al., 2013). One day after blast exposure at 22 PSI, we found significant increases in spontaneous firing rates (SFR), at all frequency loci of the DCN, in tinnitus(+) rats (Fig. 3). The increased SFR was circumscribed to the middle and high frequency loci, approximately one month after blast exposure, but this hyperactivity was reduced three months after blast exposure (Fig. 3) (Luo et al., 2014b). The fact that the broad frequencies of tinnitus at one day post-blast shifted to a single frequency at one-month post-blast and further transitioned to lower SFR at broad frequencies at three months post-blast demonstrate continued neural plasticity over time, which is in line with another study (Mao et al., 2012). In addition, although SFR was higher in tinnitus(+) rats than tinnitus(−) subjects, one can see that the SFR spiked at one day after blast, decreased and stabilized at one month post-blast, and further decreased by three months after trauma. Comparatively speaking, noise-induced hyperactivity is usually broadly distributed across the DCN, at early time points (five and 14 days), and then subsequently honed to medial positions (30 and 180 days) (Kaltenbach et al., 2000). The explanation of this discrepancy may be attributed to the extreme intensity in the blast study causing drastically more trauma to the inner ear, injuring the entire frequency expansion, whereas noise exposure preferentially injures the high frequency region (Liberman and Beil, 1979; Patterson and Hamernik, 1997). Interestingly, the decreased SFR at three months post-blast was accompanied by decreased P1-N1 amplitude of ABR responses, suggesting that hearing loss may have compromised the neural machinery for hyperactivity. This indicates that hyperactivity may not necessarily be the only contributing factor for tinnitus generation.

FIG. 3.

Effects of blast-induced tinnitus and hearing impairment on SFRs in the rat DCN at four frequency bands (<10, 10–20, 20–30, and >30 kHz) at one day, one month, and three months after blast exposure, respectively. Error bars represent standard error of the mean. * p <0.05. Adapted from Luo et al., 2014b.

FIG. 3.

Effects of blast-induced tinnitus and hearing impairment on SFRs in the rat DCN at four frequency bands (<10, 10–20, 20–30, and >30 kHz) at one day, one month, and three months after blast exposure, respectively. Error bars represent standard error of the mean. * p <0.05. Adapted from Luo et al., 2014b.

Close modal

Mechanistically, the increased SFR in the DCN at one-day post-blast may result from loss of peripheral input (Luo et al., 2014b), decreased inhibition (Middleton et al., 2011), reduction in inhibitory glycinergic synaptic transmission in the DCN (Wang et al., 2009; Richardson et al., 2012), and/or upregulation of AMPA receptors in the DCN (Whiting et al., 2009). Reduced peripheral input may cause loss of inhibition—“dis-inhibition”—or compensatory enhancement for the impaired stimulus-driven activity (Schaette and Kempter, 2006). At the cellular level, Kaltenbach and colleagues believe that, via the granule-cartwheel cell circuitry, reduced input from cartwheel cells may diminish inhibitory innervation onto the fusiform cells, elevating their firing rates (Kaltenbach et al., 2000). On the other hand, the reduced SFRs in the DCN of tinnitus(+) rats, at three-months post-blast, may be caused by the extreme high-pressure blast waves-disrupting the basilar membrane, destroying hair and supporting cells (Patterson and Hamernik, 1997; Hoffer et al., 2010), and injuring axons (Kallakuri et al., 2018).

c. IC electrophysiology.

The rationale for studying neural activity changes in the IC following blast trauma is that acoustic trauma may induce onset or lasting hyperactivity in the IC (Bauer et al., 2008; Robertson et al., 2013). To the point, Luo and colleagues showed that a single blast at 22 PSI induced a significant increase of SFRs across all frequency regions, one day after blast (Fig. 4) (Luo et al., 2014a). Specifically, tinnitus(+) rats had increased SFRs, compared to controls, at 2–4, 4–16, and 16–42 kHz. This hyperactivity was honed to 4–16 kHz, in tinnitus(+) and tinnitus(−), when compared to controls at one month post-blast, but only the difference between tinnitus(+) and control rats reached significance. At three months post-blast, increased SFRs occurred in tinnitus(+) and tinnitus(−) groups across all frequency regions, but there was only significance at 4–16 kHz. Again, there was no significant group-wide difference between tinnitus(+) and tinnitus(−) cohorts (Luo et al., 2014a). Generally, these findings are reminiscent of previous studies that showed noise-induced increases of SFRs (Ma and Young, 2006; Bauer et al., 2008). Evidence indicates that the increased SFRs in the IC may result from losses of hair cells from noise exposure (Liberman and Kiang, 1978) and blast exposure (Cho et al., 2013), or peripheral deafferentation-triggered disinhibition (Kaltenbach, 2011). The shift of hyper-SFRs from the middle frequency region, at one month post-blast exposure, to the middle and high frequency regions, at three months post-blast, suggests that hyperactivity in the IC may have become progressively less dependent on afferent input from the cochlea. Thus, adaptive and compensatory plasticity may shift from a lower brainstem level to the mid-brain (Knipper et al., 2013).

FIG. 4.

SFRs recorded in three frequency regions (2–4, 4–16 and 16–42 kHz) in the IC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. Note the significant increase in SFRs in all frequencies regions at one day after blast exposure, in the 2–4 and 4–16 kHz regions at one month after blast, and in the 4–16 and 16–42 kHz regions at three months after blast. Error bars represent standard error of the mean. * p < 0.05. Adapted from Luo et al., 2014a.

FIG. 4.

SFRs recorded in three frequency regions (2–4, 4–16 and 16–42 kHz) in the IC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. Note the significant increase in SFRs in all frequencies regions at one day after blast exposure, in the 2–4 and 4–16 kHz regions at one month after blast, and in the 4–16 and 16–42 kHz regions at three months after blast. Error bars represent standard error of the mean. * p < 0.05. Adapted from Luo et al., 2014a.

Close modal

In addition to measuring SFRs, bursting activity manifests in a rapid series of spikes separated by quiescent and silent periods and represents an important neural transmission code. It is known to enhance the reliability of synaptic transmission and neuronal selectivity (Swadlow and Gusev, 2001) and to enrich functional values of cortical activity, especially regarding serial synchrony of spontaneous firings in the cortex (Roberts et al., 2010). Bursting also mediates different brain functions such as neural synchronization, neural coding, plasticity, and attention (Kepecs and Lisman, 2003). Regarding tinnitus, increased bursting activity has been found in the DCN (Kaltenbach, 2011; Wu et al., 2016), IC (Bauer et al., 2008), MGB (Llinas et al., 1999), and AC (Norena and Eggermont, 2003), and it has been suggested to be a neural correlate of tinnitus. Supporting this claim, Luo and colleagues found that a single blast at 22 PSI can induce a significant increase in bursting rates at the 2–4 and 4–16 kHz frequency regions, at one day post-blast, and increased bursting at 4–16 kHz, at one month post-blast, for both tinnitus(+) and tinnitus(−) groups (Fig. 5). Again, there were no significant differences between tinnitus(+) and tinnitus(−) rats. At three-months post-blast, increased bursting rates were found at all frequency regions for both tinnitus(+) and tinnitus(−) groups. However, significance was only found in within-group comparisons, and there was no significant difference between tinnitus(+) and tinnitus(−) rats. Although the mechanisms underlying acoustic trauma-induced bursting changes are unclear (Norena and Eggermont, 2003), firing with a bursting pattern could result from a disrupted balance between the excitatory and inhibitory neural responses (Eggermont and Roberts, 2004; Richardson et al., 2012). Meanwhile, bursting shifted from low to middle frequency regions at one day post-blast, to a middle frequency region at one month post-blast, and to an entire frequency region(s) at three months post-blast, illustrating active neuroplasticity involved. Taken together, the results suggest that, in addition to blast-induced tinnitus, blast-related traumatic brain injury (TBI) and its associated neuroplasticity (Elder and Cristian, 2009) may have also contributed to the aforementioned SFRs and bursting activity.

FIG. 5.

Bursting activity measured in three frequency regions (2–4, 4–16, and 16–42 kHz) in the IC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. Note the significant elevation in bursting rates in the 2–4 and 4–16 kHz regions at one day after blast exposure, in the 4–16 kHz regions at one month after blast, and in all frequency regions at three months after exposure. Error bars represent stand error of the mean. * p < 0.05. Adapted from Luo et al., 2014a.

FIG. 5.

Bursting activity measured in three frequency regions (2–4, 4–16, and 16–42 kHz) in the IC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. Note the significant elevation in bursting rates in the 2–4 and 4–16 kHz regions at one day after blast exposure, in the 4–16 kHz regions at one month after blast, and in all frequency regions at three months after exposure. Error bars represent stand error of the mean. * p < 0.05. Adapted from Luo et al., 2014a.

Close modal
d. AC electrophysiology.

Similarly, noise-induced tinnitus has been associated with increased SFRs in the AC, at both acute (Norena et al., 2003) and chronic stages (Eggermont, 2000; Seki and Eggermont, 2003). Luo and colleagues examined SFRs and bursting activity, in the AC of rats with 22 PSI single blast-induced tinnitus (Figs. 6 and 7). At one day and one month post-blast, there were no significant SFR changes between rats with blast-induced tinnitus and controls. However, at three months post-blast, a significant increase in SFR was found to broadly distribute across all frequency regions, in tinnitus(+) rats, compared to tinnitus(−) or control rats (Fig. 6). Similar to SFR, there were no significant changes in the bursting rate, in any frequency regions, between rats with blast-induced tinnitus and controls, at day one and one month post-blast. However, three months following trauma, bursting rates at all frequency regions increased significantly in tinnitus(+) rats, compared to controls (Fig. 7). Mechanistically, the increased SFRs in rats with blast-induced tinnitus may result from weakened, local GABAergic neurotransmission in the cortex (Eggermont and Roberts, 2004); it is also possible that the hyperactivity generated in the lower auditory brainstem, resonated all the way through the cortex (Schaette and Kempter, 2012). For bursting, the increases could result from lost balance between excitation and inhibition in the AC (Krishnan and Plack, 2009), which may also be carried over from the lower auditory brainstem.

FIG. 6.

SFRs recorded in three frequency regions (2–4, 4–16, and 16–42 kHz) in the AC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. For the tinnitus(+) group, note the significant decrease in 16–42 kHz SFR at one month after blast, and the significant increase across all frequency regions at three months after blast. Error bars represent standard error of the mean. * p < 0.05. Adapted from Luo et al., 2017.

FIG. 6.

SFRs recorded in three frequency regions (2–4, 4–16, and 16–42 kHz) in the AC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. For the tinnitus(+) group, note the significant decrease in 16–42 kHz SFR at one month after blast, and the significant increase across all frequency regions at three months after blast. Error bars represent standard error of the mean. * p < 0.05. Adapted from Luo et al., 2017.

Close modal
FIG. 7.

Bursting activity measured in three frequency regions (2–4, 4–16, and 16–42 kHz) in the AC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. Note the significant elevation in bursting rates in the 2–4 kHz region at one month after blast and across all frequency regions at three months after blast. Error bars represent standard error of the mean. * p < 0.05. Adapted from Luo et al., 2017.

FIG. 7.

Bursting activity measured in three frequency regions (2–4, 4–16, and 16–42 kHz) in the AC of tinnitus(+), tinnitus(−), and age-matched control rats at one day, one month, and three months after blast exposure. Note the significant elevation in bursting rates in the 2–4 kHz region at one month after blast and across all frequency regions at three months after blast. Error bars represent standard error of the mean. * p < 0.05. Adapted from Luo et al., 2017.

Close modal

In addition to SFR and bursting, it has been claimed that reorganization of the tonotopic map, coupled with hyperactivity, may serve as the driving force for tinnitus (Muhlnickel et al., 1998; Eggermont, 2007). Mechanistically, tonotopic map studies may help reveal whether blast exposure diminishes surrounding inhibition, unmasks dormant synapses, and/or generates new axonal sprouting and new connections (Bartels et al., 2007). Masri and colleagues in our group have reported that a single blast at 22 PSI significantly distorts the tonotopic map, in the rat AC at three months post-blast trauma (Fig. 8) (Masri et al., 2018). Indeed, blast exposure is known to cause traumatic brain injury (TBI), as demonstrated by our previous MRI studies (Mao et al., 2012). This indicates that the induced distortion of the tonotopic map may partially result from blast-induced TBI. In addition, TBI is known to cause TNF-α expression (Bermpohl et al., 2007), which can enhance excitatory synapses and weaken inhibitory synapses (Beattie et al., 2002; Stellwagen and Malenka, 2006): thus affecting excitability changes in the brain, as well as increasing the incidence of tinnitus (Eggermont, 2007). Although behavioral evidence of tinnitus was not measured in the aforementioned study, a different experiment (Fig. 3) (Luo et al., 2014b) suggests that the blast-induced tonotopic map reorganization may have also mediated blast-induced tinnitus.

FIG. 8.

(Color online) Cortical frequency maps showing disrupted rat cortical map following blast exposure. Control maps (Z-3 and Z-14) showed tonotopic representation of the complete frequency spectrum from 2 to 4 kHz to 32 kHz. By contrast, maps following blast showed disproportionally large representations of seemingly random and narrower frequency ranges. Note, Z-12 had enlarged representations of low frequencies (blue colors), Z-7 had enlarged representations of middle frequencies (blue and yellow colors) and Z-5 had enlarged representation of high frequencies (red colors). The p values are presented for one-sample Kolmogorov–Smirnov's tests against a log-uniform distribution from 2 to 32 kHz. Adapted from Masri et al., 2018.

FIG. 8.

(Color online) Cortical frequency maps showing disrupted rat cortical map following blast exposure. Control maps (Z-3 and Z-14) showed tonotopic representation of the complete frequency spectrum from 2 to 4 kHz to 32 kHz. By contrast, maps following blast showed disproportionally large representations of seemingly random and narrower frequency ranges. Note, Z-12 had enlarged representations of low frequencies (blue colors), Z-7 had enlarged representations of middle frequencies (blue and yellow colors) and Z-5 had enlarged representation of high frequencies (red colors). The p values are presented for one-sample Kolmogorov–Smirnov's tests against a log-uniform distribution from 2 to 32 kHz. Adapted from Masri et al., 2018.

Close modal

In summary, blast-induced tinnitus is accompanied by early onset of SFRs in the DCN and IC (day one or one month) (Luo et al., 2014a,b), delayed elevation of SFRs in the AC (three months) (Luo et al., 2017), and tonotopic map reorganization (Masri et al., 2018). Chronologically, acute tinnitus may possibly result from hyperactivity and increased bursting predominantly in the lower auditory brainstem, whereas chronic tinnitus may mainly be mediated by higher-level auditory structures. These features may be driven by early onset neuroplasticity transitions which can elevate SFRs, and pathological bursting may become entrained in neurons of a high-level auditory center. However, depending on the types of neural correlates measured, such as neurosynchrony and coherence (Eggermont and Tass, 2015), one may not rule out the possibility that the AC and other high-level centers in the brain could directly mediate acute and/or chronic tinnitus.

2. Imaging studies

Opposite to the highly invasive nature of intraparenchymal electrophysiological recordings, the most advantageous aspect of using an imaging tool for investigations of neurological disorders is its inherent ability to measure activity with an external device. Following the early imaging with single photon emission computed tomography (SPECT) to study tinnitus (Shulman et al., 1995), functional magnetic resonance imaging (fMRI) (Melcher et al., 2009; Husain and Schmidt, 2014; Lanting et al., 2014; Leaver et al., 2016) and positron emission tomography (PET) studies (Lockwood et al., 1998; Plewnia et al., 2007; Lobarinas et al., 2008; Lanting et al., 2009) have shown elevated activation and neural connectivity in both auditory and non-auditory brain structures of tinnitus patients. Diffusion tensor imaging (DTI), commonly used for studying microstructural integrity of white matter, has revealed significant structural correlates of fiber tracking changes with tinnitus, in humans (Crippa et al., 2010; Gunbey et al., 2017). Recently, quantitative electroencephalography/low resolution brain electromagnetic tomography functional brain imaging (QEEG LORETA) are also used to electrophysiologically image tinnitus-related functional connectivity in the brain (Shulman and Goldstein, 2014). In animal studies, manganese-enhanced magnetic resonance imaging (MEMRI) has been used as an activity-dependent and paramagnetic contrast agent to study tinnitus-related hyperactivity (Brozoski et al., 2007; Holt et al., 2010; Cacace et al., 2014). Although imaging tools are frequently used to study blast-related TBI, limited work is available to address mechanisms underlying blast-induced tinnitus. Below are the recent imaging studies investigating neural correlates of blast-induced tinnitus.

a. Diffusion tensor imaging (DTI) study.

In this study, we blasted rats at an average of 14 PSI, which is equivalent to a 180–194 dB peak sound pressure level (Mao et al., 2012). To better simulate the situation in the battlefield, no earplugs were used. Using gap detection acoustic startle reflex behavioral methodology, we found that the single blast induced early onset of tinnitus and central hearing impairment, across a broad frequency range. The frequency of the induced tinnitus later shifted to a higher pitch over time. For the DTI data, we measured axial diffusivity (AD) for axonal integrity, and fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values to reflect microstructural changes. Usually, blast-induced axonal degeneration is revealed by decreased AD and FA values, myelin injury, and ischemia, which are associated with increased ADC (Sotak, 2002; Song et al., 2003).

Following blast, our DTI results showed no significant changes in the DCN or AC. Instead, we found significant changes in the IC and medial geniculate body (MGB). Specifically, there was a significant increase in AD and FA values in the IC, and an increase in the ADC values in the MGB. These changes persisted for about four weeks. The increased AD and anisotropy in the IC and MGB are suggestive of the altered axonal integrity and increased ADC represents compromised myelination. An explanation for the elevated AD and FA values in the IC following blast may be due to active compensatory neuroplasticity, in response to tinnitus, hearing loss, and/or TBI (Chang et al., 2004; Lutz et al., 2007). That is, neuroplastic changes, as a result of blast trauma, may have contributed to the presence of blast-induced tinnitus and hearing impairment (Mao et al., 2012).

Although significant changes were found in the IC and MGB, no significant changes were found in the DCN, AC, and amygdala, following blast (Mao et al., 2012). A possible explanation is that blast-induced neurophysiological changes may have evolved and recovered to a level that is not significantly detectible using DTI, or a much stronger compensatory recovery occurred at the brainstem and cortical levels (Concha et al., 2006; Sidaros et al., 2008), as we used 14 PSI for this experiment, as opposed to the often used 22 PSI in our studies (Mao et al., 2012). Functionally, blast induced behavioral evidence of tinnitus at 14 PSI, which is less severe than that induced by blast at 22 PSI, suggests that the above reported tinnitus-related hyperactivity and bursting increases seen in the AC may not always be identifiable by DTI imaging at the structural level.

b. Manganese-enhanced magnetic resonance imaging (MEMRI) study.

Although DTI and other imaging tools are non-invasive, the spatial resolution is limited. To compensate for this drawback, we recently used MEMRI, with cellular resolution, to investigate the neural correlates of blast-induced tinnitus (Ouyang et al., 2017). The working mechanism of MEMRI is that manganese (Mn++) may serve as an activity-dependent paramagnetic contrast agent for magnetic dependent scanning devices (Cacace et al., 2014). Following an intraperitoneal injection and circulatory dissemination, Mn++ enters brain tissues via voltage-gated calcium channels of activated neurons and deposits in the neuropil (Silva et al., 2004; Pautler, 2006). In addition to the drastically enhanced resolution, the MEMRI data are minimally affected by the loud noise from MRI scanner, which can muddy auditory signals. This is because it takes several hours to fully accumulate Mn++ in the brain tissues following injection, so the short time duration of the subsequent MRI scanning session is not enough to alter the already established manganese deposit profile, effectively eliminating the effects of the noise from the scanner.

In this study, rats were blasted in their left ear at 14 PSI, and we found that eight of the 13 blasted rats developed tinnitus at five weeks post-blast (Ouyang et al., 2017). The rats with blast-induced tinnitus had a bilateral increase in Mn++ activity in both auditory and certain limbic structures, compared to age-matched controls. More specifically, compared to the control group, rats with blast induced tinnitus manifested an increase in Mn++ activity in the DCN, IC, and AC, bilaterally, and in the right ventral cochlear nucleus and left MGB (Fig. 9) (Ouyang et al., 2017). However, we did not find significant differences in Mn++ activity between tinnitus(+) and tinnitus(−) groups, suggesting that MEMRI does not have the sensitivity to explicitly separate tinnitus-related Mn++ activity from that caused by blast-trauma and hearing impairment. Nevertheless, the current MEMRI data demonstrated hyperactivity in several auditory centers, which are in line with those electrophysiological findings, as described in the above sessions and some fMRI studies in humans (Smits et al., 2007; Lanting et al., 2008). This supports the hypothesis that increased Mn++ activity in these auditory brain structures could represent blast-induced tinnitus-related neural activity. Although these animal subjects were subjected to unilateral blast exposure, Mn++ activity manifested bilaterally in the auditory brain structures. The bilateral Mn++ activity may be attributed to the fact that the IC and AC receive bilateral afferent input (Brunso-Bechtold et al., 1981; Moore et al., 1998). The bilateral increase in Mn++ activity seen in the DCNs may be due to cross-talk and/or broad compressive effects from the blast shock waves on the whole brain. Furthermore, cross-board disinhibition and enhanced excitatory processes may also be involved in the bilateral Mn++ activity, even though the blast insult occurred unilaterally (Brozoski et al., 2012b).

FIG. 9.

(Color online) MEMRI study showing that blast-induced tinnitus(+) rats had higher neural activity in several central auditory structures compared to control (ctrl) rats, though there were no significant differences between tinnitus(+) and tinnitus(−) rats. Images were color-coded according to manganese uptake intensity, as defined by the color scale-bar. Color-coded images are shown for a representative tinnitus(+), tinnitus(−), and control (ctrl) rat. A rat brain atlas was used to guide ROI placement. The bar graphs indicate the averaged uptake values per group and brain region. (a) Significantly higher manganese uptake was found in the left and right DCN of the tinnitus(+) group, compared to the control group, as well as in the (b) the left and right VCN; (c) the right DCIC, CIC, and ECIC, and; (d) the left MGB and the left and right AC. For all graphs, error bars represent standard error of the mean. * Indicates statistical significance (p < 0.05). Atlases were adapted from The Rat Brain In Sterotaxic Coordinates, 4th ed. by Paxinos and Watson (1998) with permission from the publisher. Adapted from Ouyang et al., 2017.

FIG. 9.

(Color online) MEMRI study showing that blast-induced tinnitus(+) rats had higher neural activity in several central auditory structures compared to control (ctrl) rats, though there were no significant differences between tinnitus(+) and tinnitus(−) rats. Images were color-coded according to manganese uptake intensity, as defined by the color scale-bar. Color-coded images are shown for a representative tinnitus(+), tinnitus(−), and control (ctrl) rat. A rat brain atlas was used to guide ROI placement. The bar graphs indicate the averaged uptake values per group and brain region. (a) Significantly higher manganese uptake was found in the left and right DCN of the tinnitus(+) group, compared to the control group, as well as in the (b) the left and right VCN; (c) the right DCIC, CIC, and ECIC, and; (d) the left MGB and the left and right AC. For all graphs, error bars represent standard error of the mean. * Indicates statistical significance (p < 0.05). Atlases were adapted from The Rat Brain In Sterotaxic Coordinates, 4th ed. by Paxinos and Watson (1998) with permission from the publisher. Adapted from Ouyang et al., 2017.

Close modal

The motivation of studying limbic brain structures is that tinnitus is accompanied by a number of limbic dysfunctions such as increased anxiety, irritability, disturbed sleep patterns, and depression. It has been thought that limbic structures may mediate attentional, cognitive, and emotional processes, as well memory storage of the tinnitus signals (Kraus and Canlon, 2012).

1. Electrophysiological studies

Based on the above context, many limbic structures are worthy of investigations concerning the mechanisms of the reactive aspects of tinnitus. Recently, we targeted the amygdala, which is thought to be a pivotal structure linking tinnitus to stress, emotion, anxiety, and memory (Cacace, 2004; Hui et al., 2006). It responds to environmental disturbances, ranging from emotional processing of anxiety (Wu et al., 2007) and memory (Roozendaal et al., 2009) to the orchestration of body homeostasis (Aggleton, 1993) and sensorimotor gating (Decker et al., 1995). The amygdala forms circuitry connections with auditory structures, such as the AC, to mediate auditory fear conditioning, learning, and memory (Poremba and Gabriel, 1997). Evidence also indicates that the amygdala integrates inflammatory information to coordinate behavioral and autonomic responses (Engler et al., 2011). However, it is unclear how the amygdala and its interactions with other auditory structures influence tinnitus and associated limbic dysfunctions.

To investigate this unknown, simultaneous electrophysiological recordings were conducted in the amygdala and AC of rats with and without noise-induced tinnitus (10 kHz, 105 dB SPL, 3 h duration) (Zhang et al., 2016). We found that rats with noise-induced tinnitus manifested significant hyperactivity and neurosynchrony, when compared to the tinnitus(−) and control groups (Figs. 10 and 11). The results are consistent with the findings in a study using a model of salicylate-induced tinnitus (Chen et al., 2012). The enhanced neuronal firing in the amygdala may be the consequence of reduced GABAergic input from the inter-inhibitory neurons onto the principal neurons in the basolateral nucleus of the amygdala. The reduced inhibition in the amygdala could be derived from increased AMPA and NMDA activity, both originating in the MGB and AC (Doyere et al., 2003), which receive direct impact from noise trauma (Zhang et al., 2016). In addition to the enhanced activity within the amygdala, correlogram ratio values suggest that tinnitus is associated with increased amygdala-AC temporal coupling, especially in the high-frequency region (Zhang et al., 2016). This neuronal evidence demonstrates direct interactions between a limbic center with an auditory center, in the context of tinnitus. One wonders whether such findings may be obtained from using a blast-induced tinnitus model as well.

FIG. 10.

(Color online) A. Changes in spontaneous firing rates (SFRs) in the amygdala over time in rats under anesthesia. The neural hyperactivity became robust in the tinnitus(+) group compared to tinnitus(−) and control groups. The spontaneous firing rate of the tinnitus(−) group increased temporarily then returned to normal level. Adapted from Zhang et al., 2016.

FIG. 10.

(Color online) A. Changes in spontaneous firing rates (SFRs) in the amygdala over time in rats under anesthesia. The neural hyperactivity became robust in the tinnitus(+) group compared to tinnitus(−) and control groups. The spontaneous firing rate of the tinnitus(−) group increased temporarily then returned to normal level. Adapted from Zhang et al., 2016.

Close modal
FIG. 11.

(Color online) (A)–(C). Neurosynchrony as revealed by correlogram rate matrix in the amygdala of the tinnitus(+) rats. The matrix provides the visualization and evaluation of neurosynchrony of multi-unit recording from different electrode channels. The resultant grid displays the reference channel (y axis) vs target channel (x axis), with the z-axis color proportional to the degree of correlation. The rate of correlation increased significantly after noise trauma. (D) Changes in the normalized correlogram rates in the AMG of anesthetized rats. The correlogram ratio of the tinnitus(+) group increased significantly after noise trauma compared to the tinnitus(−) and control groups. Adapted from Zhang et al., 2016.

FIG. 11.

(Color online) (A)–(C). Neurosynchrony as revealed by correlogram rate matrix in the amygdala of the tinnitus(+) rats. The matrix provides the visualization and evaluation of neurosynchrony of multi-unit recording from different electrode channels. The resultant grid displays the reference channel (y axis) vs target channel (x axis), with the z-axis color proportional to the degree of correlation. The rate of correlation increased significantly after noise trauma. (D) Changes in the normalized correlogram rates in the AMG of anesthetized rats. The correlogram ratio of the tinnitus(+) group increased significantly after noise trauma compared to the tinnitus(−) and control groups. Adapted from Zhang et al., 2016.

Close modal

2. Imaging studies

Using MEMRI, we found that, following blast exposure, rats with tinnitus and overall increased anxiety demonstrated increased Mn++ activity in the superficial/cortical-like amygdala (AMGS), the deep/basolateral amygdala (AMGD), and the nucleus accumbens core (NAC), compared to the controls (Fig. 12) (Ouyang et al., 2017). Similar to our findings with the central auditory system, we did not find significant differences between tinnitus(+) and tinnitus(−) groups, although tinnitus(+) rats did tend to have slightly higher Mn++ activity. These results suggest that the increased Mn++ in limbic structures may have played a role in the reactive processes, responding to tinnitus development. Mechanistically, blast-related TBI is closely associated with fear-related neural activation in the amygdala (Pieper et al., 2019), as well as increased inflammation and apoptotic processes in the nucleus accumbens (Sajja et al., 2013). The nucleus accumbens has abundant connectivity with the auditory cortices (Maudoux et al., 2012) and undergoes tinnitus-related hyperactivity (Leaver et al., 2011). Thus, the behavioral evidence of blast-induced tinnitus may be the consequence of trauma-driven hyperactivity, reflected in elevated Mn++ activity in both the amygdala and nucleus accumbens. This is consistent with their involvement in fear-conditioning and aversive responses, respectively. The reason for not being able to reveal significant differences in Mn++ activity between tinnitus(+) and tinnitus(−) groups could be that blast exposure not only induces tinnitus but also hearing loss and TBI, all of which involve neuroplastic processes. One possible approach to increase the sensitivity of MEMRI, sufficient to differentiate Mn++ activity specifically related to tinnitus or to hearing loss, is to use different levels of blast exposure in order to create a tinnitus(+) alone (without hearing loss) group or a hearing loss alone (without tinnitus) group. Furthermore, detailed investigations are needed by using different blast parameters, quantifying peripheral and central histopathology, and separating blasted animals with and without cognitive–emotional impairment.

FIG. 12.

(Color online) MEMRI study showing that blast-induced tinnitus(+) rats had higher neural activity in the two amygdaloidal subdivisions and the nucleus accumbens core (NAc) compared to control (ctrl) rats, though there were no significant differences between tinnitus(+) and tinnitus(−) rats. Images were color-coded according to manganese uptake intensity, as defined by the color scale-bar. Color-coded images are shown for a representative tinnitus(+), tinnitus(−), and control (ctrl) rat. A rat brain atlas was used to guide ROI placement. The bar graphs indicate the averaged uptake values per group and brain region. (a) Significantly higher manganese uptake was observed in the superficial and deep amygdalae (AMGS and AMGD) of the tinnitus(+) group, compared to the control group, as well as in the (b) nucleus accumbens core regions (NAC). * Indicates statistical significance (p < 0.05). Atlases were adapted from The Rat Brain In Sterotaxic Coordinates, 4th ed. by Paxinos and Watson (1998) with permission from the publisher. Adapted from Ouyang et al., 2017.

FIG. 12.

(Color online) MEMRI study showing that blast-induced tinnitus(+) rats had higher neural activity in the two amygdaloidal subdivisions and the nucleus accumbens core (NAc) compared to control (ctrl) rats, though there were no significant differences between tinnitus(+) and tinnitus(−) rats. Images were color-coded according to manganese uptake intensity, as defined by the color scale-bar. Color-coded images are shown for a representative tinnitus(+), tinnitus(−), and control (ctrl) rat. A rat brain atlas was used to guide ROI placement. The bar graphs indicate the averaged uptake values per group and brain region. (a) Significantly higher manganese uptake was observed in the superficial and deep amygdalae (AMGS and AMGD) of the tinnitus(+) group, compared to the control group, as well as in the (b) nucleus accumbens core regions (NAC). * Indicates statistical significance (p < 0.05). Atlases were adapted from The Rat Brain In Sterotaxic Coordinates, 4th ed. by Paxinos and Watson (1998) with permission from the publisher. Adapted from Ouyang et al., 2017.

Close modal

Although numerous drugs and compounds have been investigated, none of them have proved to be effective in treating tinnitus (Langguth and Elgoyhen, 2012). Below are recent studies targeting oxidative stress, nitric oxide (NO)-cyclic guanosine monophosphate (cGMP), and tumor-necrosis factor α (TNF-α) pathways, in order to treat blast-induced tinnitus.

1. Antioxidant treatment for blast-induced hearing loss and tinnitus

Oxidative stress is known to be associated with a variety of acoustic trauma-related pathophysiological processes, including mitochondrial injury, activation of cell death pathways, and activation of mediators of inflammation (Fetoni et al., 2019), resulting in secondary injury to cochlear hair cells and supporting cells (Patterson and Hamernik, 1997). Thus, antioxidants may be used to block these signaling pathways to treat hearing-related disorders. Along this line of treatment development, Kopke and colleagues chose NHPN-1010, a combination of N-acetylcysteine (NAC) and 2,4-disulfonyl α-phenyl tertiary butyl nitrone (Kopke et al., 2019). The former may restore mitochondrial electron transfer, energy coupling capacity, and calcium uptake activity following brain trauma, thus attenuating inflammatory responses in the injured rat brain (Xiong et al., 1999; Chen et al., 2008). The latter is a free radical spin-trapping agent that inhibits iNOS, decreases glutamate excitotoxicity, mitigates brain injury-related tissue loss, and improves cognitive function following blast injury (Du et al., 2017). Using a rat model of repetitive blasts, this group has found that NHPN-1010 significantly reduced ABR threshold shifts and DPOAE level shifts, along with significant reduction in cochlear inner and outer hair cell losses over a period of up to 21 days monitored (Ewert et al., 2012). Recently, this group reported that NHPN-1010 reduced behavioral and neuropathological evidence of blast-induced tinnitus, including normalization of ABR wave V/I amplitude ratios, ribbon synapse densities, and expression patterns of Arc/Arg3.1 and other tinnitus-related biomarkers in the auditory pathway. The data suggests that this composite chemical compound may be an effective candidate for treating blast-induced tinnitus (Kopke et al., 2019).

2. NO-cGMP pathway for treating blast-induced tinnitus

Phosphodiesterase-5 (PDE-5) inhibitors possess neuroprotective potential by improving blood flow and reducing apoptosis (Zhang et al., 2006; Li et al., 2007). Also, it may prevent cGMP degradation and enhance the NO-cGMP signaling. Functionally, sildenafil—a PDE-5 inhibitor—treatment can facilitate hearing recovery in guinea pigs following noise trauma (Zhang et al., 2011b), and vardenafil—another PDE-5 inhibitor—significantly mitigates noise-induced hearing loss (Jaumann et al., 2012). Clinically relevant, adverse effects of sildenafil on hearing have also been demonstrated (Okuyucu et al., 2009). Nonetheless, whether sildenafil treatment may have therapeutic effects on blast-induced TBI and its associated tinnitus and hearing loss remains unclear.

To achieve this goal, our lab subjected rats to three consecutive blast exposures at 22 PSI under anesthesia and then orally administered daily, 10 mg/kg sildenafil for seven days (Mahmood et al., 2014). Our results demonstrated that sildenafil did not prevent blast-induced early onset of tinnitus and hearing impairment, but instead, sildenafil significantly reduced hearing threshold shift during the first week after blast trauma and suppressed high-frequency tinnitus during the three to six weeks following blast trauma (Fig. 13). In addition, sildenafil treatment was able to reduce hyperacusis-like behavior. In summary, sildenafil yielded a therapeutic effect on blast-induced tinnitus and audiological impairment but in a time-dependent manner (Mahmood et al., 2014). Thus, it is possible that other treatment regimens such as higher dosage or combination with an alternative treatment modality could yield higher efficacy.

FIG. 13.

Data showing percent change (from baseline) of GAP and PPI ratios for the Treated and Untreated groups with sildenafil and Sham groups during post-blast week one, three, four, six, and seven (A)–(J). During post-blast week one, both the Treated and Untreated groups with sildenafil showed significant upward percent change across all GAP ratio frequencies, indicating tinnitus (A). Both groups also showed significant upward change across all PPI ratio frequencies, indicating auditory detection deficits, however the Untreated group exhibited stronger deficits at several frequencies (B). By post-blast week three, the Untreated group demonstrated tinnitus presence at 18–20 kHz and particularly robust tinnitus at 26–28 kHz (C), while the Treated group tinnitus showed suppression at 26–28 kHz, despite tinnitus presence at 6–8 and 18–20 kHz. In contrast, although both groups displayed auditory detection deficits from 10 to 18 kHz (D), the Treated group showed a greater deficit at 14–16 kHz. At post-blast week four, the Untreated group showed tinnitus presence from 14 to 28 kHz and BBN, while the Treated group only showed tinnitus at 18–20 kHz (E). Auditory detection deficits were seen from 8 to 20 kHz in the Untreated group at post-blast week four, and from 10 to 28 kHz and BBN in the Treated group (F). At six weeks post-blast, the Untreated group exhibited tinnitus at 14–16 and 26–28 kHz, while the Treated group showed tinnitus at 14–16 and 18–20 kHz and suppression at 26–28 kHz (G). The Untreated group, however, showed auditory detection deficits at 18–20 kHz (H). The Treated group showed auditory detection deficits from 10 to 20 kHz. By the seven weeks post-blast time point, the Untreated group retained 26–28 kHz tinnitus while 6–8 and 26–28 kHz tinnitus reemerged in the Treated group (I). Both the Untreated and Treated groups displayed auditory detection deficits from 6 to 20 kHz, with the Treated group also showing deficits at 26–28 kHz and BBN (J). Adapted from Mahmood et al., 2014.

FIG. 13.

Data showing percent change (from baseline) of GAP and PPI ratios for the Treated and Untreated groups with sildenafil and Sham groups during post-blast week one, three, four, six, and seven (A)–(J). During post-blast week one, both the Treated and Untreated groups with sildenafil showed significant upward percent change across all GAP ratio frequencies, indicating tinnitus (A). Both groups also showed significant upward change across all PPI ratio frequencies, indicating auditory detection deficits, however the Untreated group exhibited stronger deficits at several frequencies (B). By post-blast week three, the Untreated group demonstrated tinnitus presence at 18–20 kHz and particularly robust tinnitus at 26–28 kHz (C), while the Treated group tinnitus showed suppression at 26–28 kHz, despite tinnitus presence at 6–8 and 18–20 kHz. In contrast, although both groups displayed auditory detection deficits from 10 to 18 kHz (D), the Treated group showed a greater deficit at 14–16 kHz. At post-blast week four, the Untreated group showed tinnitus presence from 14 to 28 kHz and BBN, while the Treated group only showed tinnitus at 18–20 kHz (E). Auditory detection deficits were seen from 8 to 20 kHz in the Untreated group at post-blast week four, and from 10 to 28 kHz and BBN in the Treated group (F). At six weeks post-blast, the Untreated group exhibited tinnitus at 14–16 and 26–28 kHz, while the Treated group showed tinnitus at 14–16 and 18–20 kHz and suppression at 26–28 kHz (G). The Untreated group, however, showed auditory detection deficits at 18–20 kHz (H). The Treated group showed auditory detection deficits from 10 to 20 kHz. By the seven weeks post-blast time point, the Untreated group retained 26–28 kHz tinnitus while 6–8 and 26–28 kHz tinnitus reemerged in the Treated group (I). Both the Untreated and Treated groups displayed auditory detection deficits from 6 to 20 kHz, with the Treated group also showing deficits at 26–28 kHz and BBN (J). Adapted from Mahmood et al., 2014.

Close modal

In terms of time course, very little is known about the differences between the generator for acute tinnitus and that for chronic tinnitus. Although sildenafil did not suppress tinnitus immediately post-blast, it may have prevented the maladaptive plasticity that is responsible for long-lasting chronic tinnitus, starting from the third week of treatment (Mahmood et al., 2014). The early recovery of hearing impairment and delayed tinnitus suppression by sildenafil may result from its ability to improve blood flow to the cochlea and peripheral auditory system (Mahmood et al., 2014), as a PDE-5 inhibitor increases vasodilation and activates the NO-cGMP pathway (Charriaut-Marlangue et al., 2014; Olmestig et al., 2017). That is, the sildenafil-induced tinnitus suppression and hearing recovery may have received protective effects from activation of the protein kinase B pathway, endothelial nitric oxide synthase, and inhibition of apoptotic process that eventually improve neuronal cell survival and functional recovery (Noshita et al., 2002).

3. TNF-α pathway for treating blast-induced tinnitus

In addition to the traditional notion that TNF-α mainly mediates cellular inflammatory responses (Namas et al., 2009), acute and chronic TNF-α signaling is also involved in homeostatic plasticity in the brain (Eyre and Baune, 2012), which is recognized as a potential mechanism underlying tinnitus (Yang et al., 2011; Schaette and Kempter, 2012; Yang and Bao, 2013) and associated limbic dysfunction (Weinberg et al., 2013). Specifically, TNF-α may be activated by sensory deprivation (Kaneko et al., 2008), which subsequently strengthens excitatory synapses (Stellwagen and Malenka, 2006), weakens inhibitory synapses (Stellwagen and Malenka, 2006), and thus possibly contributes to tinnitus etiology (Yang et al., 2011; Brozoski et al., 2012a; Yang and Bao, 2013). Cohesive with this logic, blocking TNF-α has been reported to benefit autoimmune cochleovestibular disorders, including hearing loss, vertigo, aural fullness, and tinnitus (Rahman et al., 2001). This rationalizes the need to examine whether targeting TNF-α may produce therapeutic effects on blast-induced tinnitus.

Our group recently investigated the role of the TNF-α pathway in tinnitus and found that neuroinflammation is actively involved in noise-induced tinnitus by mediating synaptic balance in the mouse auditory cortex (Wang et al., 2019). Using our blast rodent model, we studied the hippocampus, as tinnitus patients often suffer from cognitive and memory impairments (Hallam et al., 2004), and the hippocampus is a frequently affected structure in TBI patients (Kotapka et al., 1994). It responds to auditory stimuli and communicates with auditory nuclei (Liberman et al., 2009) and plays a critical role in acquisition and retention of memory (Liberman et al., 2009). Furthermore, chronic hippocampus overexpression of TNF-α causes neuroinflammation in the forms of microglial activation and blood-brain barrier compromises (Weinberg et al., 2013).

In a recent study, adult mice were anesthetized and subjected to a single blast exposure at 22 PSI. We found that 3,6′-dithiothalidomide (dTT), a TNF-α inhibitor, significantly blocked blast-induced morphological changes in microglial cells and prevented inflammatory responses in the hippocampus (Wang et al., 2018). Electrophysiologically, dTT prevented blast-induced enhancement of excitatory synaptic transmission in the CA1 region, as measured by reduced frequency of the miniature excitatory postsynaptic currents (mEPSCs) (Fig. 14). In parallel, dTT also alleviated blast-induced reduction in inhibitory synaptic transmission in CA1 pyramidal neurons, as measured by the recovered frequency of blast-reduced miniature inhibitory postsynaptic currents (mIPSCs) (Fig. 15) (Wang et al., 2018). The mediation of cellular excitability, as demonstrated by these findings, suggest that TNF-α may play an important role in tinnitus etiology.

FIG. 14.

(Color online) Effects of blast exposure and dTT treatment on excitatory synaptic transmission in CA1 pyramidal neurons of mice. A recorded CA1 pyramidal neuron that had been filled with biocytin and visualized with immunohistochemistry (A). The mEPSC amplitude were not different among the three groups (B). The mEPSC frequency increased after blast exposure, and the increase was completely blocked by dTT (C). The results are presented as mean ± SEM. Adapted from Wang et al., 2018).

FIG. 14.

(Color online) Effects of blast exposure and dTT treatment on excitatory synaptic transmission in CA1 pyramidal neurons of mice. A recorded CA1 pyramidal neuron that had been filled with biocytin and visualized with immunohistochemistry (A). The mEPSC amplitude were not different among the three groups (B). The mEPSC frequency increased after blast exposure, and the increase was completely blocked by dTT (C). The results are presented as mean ± SEM. Adapted from Wang et al., 2018).

Close modal
FIG. 15.

(Color online) Effects of blast exposure and dTT treatment on inhibitory synaptic transmission in CA1 pyramidal neurons of mice. The mIPSC amplitude was reduced by blast exposure, and the reduction was completely blocked by the dTT treatment (left). The mIPSC frequency was reduced by blast exposure. The reduction was partially prevented by the dTT treatment (right). The results are presented as mean ± SEM. Adapted from Wang et al., 2018.

FIG. 15.

(Color online) Effects of blast exposure and dTT treatment on inhibitory synaptic transmission in CA1 pyramidal neurons of mice. The mIPSC amplitude was reduced by blast exposure, and the reduction was completely blocked by the dTT treatment (left). The mIPSC frequency was reduced by blast exposure. The reduction was partially prevented by the dTT treatment (right). The results are presented as mean ± SEM. Adapted from Wang et al., 2018.

Close modal

Taken together, drug development by targeting both auditory and limbic structures may be a promising approach for an effective treatment for blast-induced tinnitus.

Blast exposure not only damages the microstructures within the cochlea, but also impacts both auditory and non-auditory brain structures anatomically, biochemically, and neurophysiologically, which in turn affect the psychophysical properties of tinnitus and other related hearing disorders. Behaviorally, the available studies have consistently demonstrated that blast exposure induces tinnitus in rodents, and specifically, high-intensity blasts induce chronic tinnitus; whereas low-intensity blasts induce acute tinnitus. The tinnitus pitch tends to shift to high-frequencies over time, illustrating ongoing neuroplasticity following blast-trauma. Beyond auditory testing, limbic dysfunctions are mainly measured using methods to assess anxiety and cognitive impairment. No significant correlation between measures of blast-induced tinnitus and those of limbic dysfunctions appeared on the group level, although, individually, some tinnitus(+) animals tend to have strong limbic functional impairment. This is in line with the clinical findings that not all tinnitus patients suffer from anxiety and cognitive impairment. However, finer behavioral modalities such as grooming microstructure, sucrose consumption, weight, and other measurements may provide superior sensitivity in differentiating and specifying tinnitus-related emotional distress and other limbic dysfunctions. Figure 16 illustrates the blast-induced trauma and summarizes the overall results of blast-induced tinnitus.

FIG. 16.

(Color online) Diagram showing blast-induced trauma and overall results and mechanisms of blast-induced tinnitus. When rats are subjected to a sufficient blast, the pressure shock waves simultaneously cause cochlear insult and traumatic brain injury (TBI), damaging both the peripheral and central auditory systems and spurring inflammation. Behaviorally, these effects coalesce to induce limbic dysfunction, hearing loss, and tinnitus. Initially, the induced tinnitus perception has a pan-frequency pitch and is associated with elevated neural spontaneous firing rates and bursting, in the dorsal cochlear nucleus (DCN) and inferior colliculus (IC). As neuroplasticity occurs and progresses over time, the tinnitus is honed to high-frequencies in the DCN and IC, and hyperactivity shifts to the auditory cortex (AC), where it manifests across the entire tonotopic range. Imaging studies also reveal that blasting induces hyperactivity – as measured by increased Mn++ uptake – throughout the auditory axis, and causes structural damage to the IC and medial geniculate body (MGB). Beyond auditory structures, blast elevates neural activity in the amygdala (AMG) and Mn++ uptake in the AMG and nucleus accumbens (NAc). Although the exact mechanisms are unclear, limbic structures such as the NAc, hippocampus (HPC), and AMG also become mal-entangled with auditory structures such as the DCN, IC, MGB, and AC, and this process is believed to play a critical role in tinnitus etiology.

FIG. 16.

(Color online) Diagram showing blast-induced trauma and overall results and mechanisms of blast-induced tinnitus. When rats are subjected to a sufficient blast, the pressure shock waves simultaneously cause cochlear insult and traumatic brain injury (TBI), damaging both the peripheral and central auditory systems and spurring inflammation. Behaviorally, these effects coalesce to induce limbic dysfunction, hearing loss, and tinnitus. Initially, the induced tinnitus perception has a pan-frequency pitch and is associated with elevated neural spontaneous firing rates and bursting, in the dorsal cochlear nucleus (DCN) and inferior colliculus (IC). As neuroplasticity occurs and progresses over time, the tinnitus is honed to high-frequencies in the DCN and IC, and hyperactivity shifts to the auditory cortex (AC), where it manifests across the entire tonotopic range. Imaging studies also reveal that blasting induces hyperactivity – as measured by increased Mn++ uptake – throughout the auditory axis, and causes structural damage to the IC and medial geniculate body (MGB). Beyond auditory structures, blast elevates neural activity in the amygdala (AMG) and Mn++ uptake in the AMG and nucleus accumbens (NAc). Although the exact mechanisms are unclear, limbic structures such as the NAc, hippocampus (HPC), and AMG also become mal-entangled with auditory structures such as the DCN, IC, MGB, and AC, and this process is believed to play a critical role in tinnitus etiology.

Close modal

Electrophysiologically, blast-induced tinnitus is accompanied by early onset of hyperactivity in the auditory brainstem and midbrain and delayed hyperactivity in the cortex. The delayed cortical hyperactivity may result from active neuroplasticity, as revealed by significant tonotopic map reorganization following blast impact. Looking further, acute tinnitus may be predominantly associated with hyperactivity and increased bursting in the lower auditory brainstem, whereas chronic tinnitus may be more mediated by higher-level auditory brain structures. The hyperactivity in the midbrain becomes progressively less dependent on afferent input from the cochlea, indicating that adaptive and compensatory plasticity may shift from a lower brainstem level to a higher-level structure, over time. However, it is possible that the initial onset tinnitus may also be mediated by cross-center interconnectivity. In addition, the decreased spontaneous firing rates in the DCN at three months post-blast were accompanied by decreased P1-N1 amplitude of ABR responses, suggesting that significant hearing loss may have compromised the neural machinery for hyperactivity. This implicates that hyperactivity may not necessarily be the only contributing factor for tinnitus generation. Furthermore, simultaneous electrophysiological recordings in the amygdala and AC showed hyperactivity and synchronous coupling within and between both structures in rats with tinnitus, demonstrating direct interactions between a limbic center with an auditory center. As tinnitus generation is believed to be a product of integrated global neural networks, through cortical connectivity with other structures, further pursuits in cross-center interconnectivity will speed up identification of neural signatures of blast-induced tinnitus and its related limbic dysfunctions and will also help find ways to better extrapolate scientific findings from animal models to explanations of clinical problems.

Considering imaging, DTI studies showed significant increases in axial diffusivity and fractional anisotropy values in the IC and the apparent diffusion coefficient values in the MGB, as a result of compensatory neuroplasticity in response to blast-induced tinnitus, hearing loss, and/or TBI. However, tinnitus-related hyperactivity and bursting increases, obtained electrophysiologically, may not always be identifiable by DTI imaging at the structural level. MEMRI studies demonstrated an increase in Mn++ activity in both auditory and limbic structures of rats with blast-induced tinnitus, which are generally consistent with electrophysiological findings. However, the failure to reveal significant differences in Mn++ activity between tinnitus(+) and tinnitus(−) groups may be because blast exposure induces tinnitus, hearing loss, and TBI, all of which undergo neuroplastic processes. Thus, there is a need to use different levels of blast exposures to generate tinnitus(+) alone and hearing loss alone groups to differentiate tinnitus-specific activity from hearing loss- or TBI-specific activity.

When comparing the mechanisms underlying noise-induced tinnitus with those underlying blast-induced tinnitus, one can see that both share many common features: mainly the overall increase in spontaneous firing rates, bursting, neurosynchrony, microstructural integrity revealed by DTI, Mn++ accumulation, and increased excitatory synaptic transmission. However, one can also see their differences, as blast-induced tinnitus is associated with larger variability in the data gleaned across subjects and in time course. For instance, the extreme physical force of the blast shockwaves may not only damage the cavity-filled cochlea and then hearing, but may directly cause TBI and induce drastic neuroplasticity by pressure compression (Povlishock et al., 1992; Elder and Cristian, 2009). That is, noise trauma-induced tinnitus mainly stems from direct peripheral deafferentation at the cochlea, and its etiology then develops along the ascending auditory pathways. The blast trauma-induced tinnitus, on the other hand, results from direct impact on both the peripheral and central auditory systems and the simultaneous TBI, which may account for the less-uniform neural manifestations of blast-induced tinnitus.

Therapeutically, efforts have been made to identify a drug or compound to effectively treat blast-induced tinnitus and its related limbic dysfunctions. The approach to target oxidative stress appears to be promising, as the chemical compounds are already FDA-approved and show a certain degree of efficacy in initial experiments. The studies targeting nitric oxide (NO)-cyclic guanosine monophosphate (cGMP) and tumor-necrosis factor α (TNF-α) pathways are merely a start. Despite the therapeutic effects on blast-induced tinnitus and hearing impairment that we found with sildenafil, this therapy may possess its limitations. Further work is needed to determine if sildenafil at a different regimen, such as varied dosage and administration prior to- vs post-blast impact, would yield greater and longer-lasting reduction of tinnitus and hearing impairment. Targeting the TNF-α pathway may not only help change the traditional view that it predominantly mediates the inflammatory process, but also broaden our understanding of its important role in many aspects of neural plasticity and blast-induced tinnitus. Ultimately, further pursuit of study by targeting the TNF-α pathway is a promising approach for development of an effective pharmacological tool for treating blast-induced tinnitus and its related limbic dysfunctions.

This work was supported by the Department of Defense (Grant Award Nos. W81XWH-11-2-0031 and W81XWH-15-1-0357). The author thanks MD/Ph.D. student Ethan Firestone for his assistance in the preparation of Fig. 16.

AC

Auditory cortex

ABR

Auditory brainstem response

AD

Axial diffusivity

ADC

Apparent diffusion coefficient

AMG

Amygdala

cGMP

Cyclic guanosine monophosphate

dTT

3,6′-Dithiothalidomide

DCN

Dorsal cochlear nucleus

DTI

Diffusion tensor imaging

EPM

Elevated plus maze

FA

Fractional anisotropy

IC

Inferior colliculus

MGB

Medial geniculate body

MRI

Magnetic resonance imaging

fMRI

Functional magnetic resonance imaging

mEPSC

Miniature excitatory postsynaptic current

mIPSC

Miniature inhibitory postsynaptic current

MWM

Morris water maze

MEMRI

Manganese-enhanced magnetic resonance imaging

NAc

Nucleus accumbens

NAC

n-Acetylcysteine

NO

Nitric oxide

PET

Positron emission tomography

PFC

Prefrontal cortex

PPI

Prepulse inhibition

SFR

Spontaneous firing rate

TBI

Traumatic brain injury

TNF-α

Tumor necrosis factor α

1.
Aggleton
,
J. P.
(
1993
). “
The contribution of the amygdala to normal and abnormal emotional states
,”
Trends Neurosci.
16
,
328
333
.
2.
Andersson
,
G.
,
Freijd
,
A.
,
Baguley
,
D. M.
, and
Idrizbegovic
,
E.
(
2009
). “
Tinnitus distress, anxiety, depression, and hearing problems among cochlear implant patients with tinnitus
,”
J. Am. Acad. Audiol.
20
,
315
319
.
3.
Axelsson
,
A.
, and
Sandh
,
A.
(
1985
). “
Tinnitus in noise-induced hearing loss
,”
Br. J. Audiol.
19
,
271
276
.
4.
Bartels
,
H.
,
Staal
,
M. J.
, and
Albers
,
F. W.
(
2007
). “
Tinnitus and neural plasticity of the brain
,”
Otol. Neurotol.
28
,
178
184
.
5.
Bauer
,
C. A.
, and
Brozoski
,
T. J.
(
2001
). “
Assessing tinnitus and prospective tinnitus therapeutics using a psychophysical animal model
,”
J. Assoc. Res. Otolaryngol.
2
,
54
64
.
6.
Bauer
,
C. A.
,
Turner
,
J. G.
,
Caspary
,
D. M.
,
Myers
,
K. S.
, and
Brozoski
,
T. J.
(
2008
). “
Tinnitus and inferior colliculus activity in chinchillas related to three distinct patterns of cochlear trauma
,”
J. Neurosci. Res.
86
,
2564
2578
.
7.
Beattie
,
E. C.
,
Stellwagen
,
D.
,
Morishita
,
W.
,
Bresnahan
,
J. C.
,
Ha
,
B. K.
,
Von Zastrow
,
M.
,
Beattie
,
M. S.
, and
Malenka
,
R. C.
(
2002
). “
Control of synaptic strength by glial TNF-alpha
,”
Science
295
,
2282
2285
.
8.
Belli
,
S.
,
Belli
,
H.
,
Bahcebasi
,
T.
,
Ozcetin
,
A.
,
Alpay
,
E.
, and
Ertem
,
U.
(
2008
). “
Assessment of psychopathological aspects and psychiatric comorbidities in patients affected by tinnitus
,”
Eur. Arch Otorhinolaryngol.
265
,
279
285
.
9.
Berger
,
J. I.
,
Coomber
,
B.
,
Shackleton
,
T. M.
,
Palmer
,
A. R.
, and
Wallace
,
M. N.
(
2013
). “
A novel behavioural approach to detecting tinnitus in the guinea pig
,”
J. Neurosci. Methods
213
,
188
195
.
10.
Bermpohl
,
D.
,
You
,
Z.
,
Lo
,
E. H.
,
Kim
,
H. H.
, and
Whalen
,
M. J.
(
2007
). “
TNF alpha and Fas mediate tissue damage and functional outcome after traumatic brain injury in mice
,”
J. Cereb. Blood Flow Metab.
27
,
1806
1818
.
11.
Brozoski
,
T.
,
Odintsov
,
B.
, and
Bauer
,
C.
(
2012a
). “
Gamma-aminobutyric acid and glutamic acid levels in the auditory pathway of rats with chronic tinnitus: A direct determination using high resolution point-resolved proton magnetic resonance spectroscopy (H-MRS)
,”
Front. Syst. Neurosci.
6
,
9
.
12.
Brozoski
,
T. J.
,
Bauer
,
C. A.
, and
Caspary
,
D. M.
(
2002
). “
Elevated fusiform cell activity in the dorsal cochlear nucleus of chinchillas with psychophysical evidence of tinnitus
,”
J. Neurosci.
22
,
2383
2390
.
13.
Brozoski
,
T. J.
,
Ciobanu
,
L.
, and
Bauer
,
C. A.
(
2007
). “
Central neural activity in rats with tinnitus evaluated with manganese-enhanced magnetic resonance imaging (MEMRI)
,”
Hear. Res.
228
,
168
179
.
14.
Brozoski
,
T. J.
,
Wisner
,
K. W.
,
Sybert
,
L. T.
, and
Bauer
,
C. A.
(
2012b
). “
Bilateral dorsal cochlear nucleus lesions prevent acoustic-trauma induced tinnitus in an animal model
,”
J. Assoc. Res. Otolaryngol.
13
,
55
66
.
15.
Brunso-Bechtold
,
J. K.
,
Thompson
,
G. C.
, and
Masterton
,
R. B.
(
1981
). “
HRP study of the organization of auditory afferents ascending to central nucleus of inferior colliculus in cat
,”
Eur. J. Neurosci.
197
,
705
722
.
16.
Cacace
,
A. T.
(
2004
). “
The limbic system and tinnitus
,” in
Tinnitus: Theory and Management
, edited by
J. B.
Snow
, Jr.
(
BC Decker Inc.
,
Ontario, Canada
), pp.
162
170
.
17.
Cacace
,
A. T.
,
Brozoski
,
T.
,
Berkowitz
,
B.
,
Bauer
,
C.
,
Odintsov
,
B.
,
Bergkvist
,
M.
,
Castracane
,
J.
,
Zhang
,
J.
, and
Holt
,
A. G.
(
2014
). “
Manganese enhanced magnetic resonance imaging (MEMRI): A powerful new imaging method to study tinnitus
,”
Hear. Res.
311
,
49
62
.
18.
Cave
,
K. M.
,
Cornish
,
E. M.
, and
Chandler
,
D. W.
(
2007
). “
Blast injury of the ear: Clinical update from the global war on terror
,”
Mil. Med.
172
,
726
730
.
19.
Chang
,
Y.
,
Lee
,
S. H.
,
Lee
,
Y. J.
,
Hwang
,
M. J.
,
Bae
,
S. J.
,
Kim
,
M. N.
,
Lee
,
J.
,
Woo
,
S.
,
Lee
,
H.
, and
Kang
,
D. S.
(
2004
). “
Auditory neural pathway evaluation on sensorineural hearing loss using diffusion tensor imaging
,”
Neuroreport
15
,
1699
1703
.
20.
Charriaut-Marlangue
,
C.
,
Nguyen
,
T.
,
Bonnin
,
P.
,
Duy
,
A. P.
,
Leger
,
P. L.
,
Csaba
,
Z.
,
Pansiot
,
J.
,
Bourgeois
,
T.
,
Renolleau
,
S.
, and
Baud
,
O.
(
2014
). “
Sildenafil mediates blood-flow redistribution and neuroprotection after neonatal hypoxia-ischemia
,”
Stroke
45
,
850
856
.
21.
Chen
,
G.
,
Shi
,
J.
,
Hu
,
Z.
, and
Hang
,
C.
(
2008
). “
Inhibitory effect on cerebral inflammatory response following traumatic brain injury in rats: A potential neuroprotective mechanism of N-acetylcysteine
,”
Mediators Inflammation
2008
,
716458
.
22.
Chen
,
G. D.
,
Manohar
,
S.
, and
Salvi
,
R.
(
2012
). “
Amygdala hyperactivity and tonotopic shift after salicylate exposure
,”
Brain Res.
1485
,
63
76
.
23.
Cho
,
S. I.
,
Gao
,
S. S.
,
Xia
,
A.
,
Wang
,
R.
,
Salles
,
F. T.
,
Raphael
,
P. D.
,
Abaya
,
H.
,
Wachtel
,
J.
,
Baek
,
J.
,
Jacobs
,
D.
,
Rasband
,
M. N.
, and
Oghalai
,
J. S.
(
2013
). “
Mechanisms of hearing loss after blast injury to the ear
,”
PLoS One
8
,
e67618
.
24.
Concha
,
L.
,
Gross
,
D. W.
,
Wheatley
,
B. M.
, and
Beaulieu
,
C.
(
2006
). “
Diffusion tensor imaging of time-dependent axonal and myelin degradation after corpus callosotomy in epilepsy patients
,”
Neuroimage
32
,
1090
1099
.
25.
Crippa
,
A.
,
Lanting
,
C. P.
,
van Dijk
,
P.
, and
Roerdink
,
J. B.
(
2010
). “
A diffusion tensor imaging study on the auditory system and tinnitus
,”
Open Neuroimag. J.
4
,
16
25
.
26.
Crocetti
,
A.
,
Forti
,
S.
,
Ambrosetti
,
U.
, and
Bo
,
L. D.
(
2009
). “
Questionnaires to evaluate anxiety and depressive levels in tinnitus patients
,”
Otolaryngol. Head Neck Surg.
140
,
403
405
.
27.
Decker
,
M. W.
,
Curzon
,
P.
, and
Brioni
,
J. D.
(
1995
). “
Influence of separate and combined septal and amygdala lesions on memory, acoustic startle, anxiety, and locomotor activity in rats
,”
Neurobiol. Learn. Mem.
64
,
156
168
.
28.
De Ridder
,
D.
,
De Mulder
,
G.
,
Verstraeten
,
E.
,
Van der
,
K. K.
,
Sunaert
,
S.
,
Smits
,
M.
,
Kovacs
,
S.
,
Verlooy
,
J.
,
van de
,
H. P.
, and
Moller
,
A. R.
(
2006
). “
Primary and secondary auditory cortex stimulation for intractable tinnitus
,”
ORL J. Otorhinolaryngol Relat. Spec.
68
,
48
54
.
29.
Dougherty
,
A. L.
,
MacGregor
,
A. J.
,
Han
,
P. P.
,
Viirre
,
E.
,
Heltemes
,
K. J.
, and
Galarneau
,
M. R.
(
2013
). “
Blast-related ear injuries among U.S. military personnel
,”
J. Rehabil. Res. Dev.
50
,
893
904
.
30.
Doyere
,
V.
,
Schafe
,
G. E.
,
Sigurdsson
,
T.
, and
LeDoux
,
J. E.
(
2003
). “
Long-term potentiation in freely moving rats reveals asymmetries in thalamic and cortical inputs to the lateral amygdala
,”
Eur. J. Neurosci.
17
,
2703
2715
.
31.
Du
,
X.
,
West
,
M. B.
,
Cai
,
Q.
,
Cheng
,
W.
,
Ewert
,
D. L.
,
Li
,
W.
,
Floyd
,
R. A.
, and
Kopke
,
R. D.
(
2017
). “
Antioxidants reduce neurodegeneration and accumulation of pathologic Tau proteins in the auditory system after blast exposure
,”
Free Radical Biol. Med.
108
,
627
643
.
32.
Eggermont
,
J. J.
(
2000
). “
Sound-induced synchronization of neural activity between and within three auditory cortical areas
,”
J. Neurophysiol.
83
,
2708
2722
.
33.
Eggermont
,
J. J.
(
2007
). “
Correlated neural activity as the driving force for functional changes in auditory cortex
,”
Hear. Res.
229
,
69
80
.
34.
Eggermont
,
J. J.
, and
Roberts
,
L. E.
(
2004
). “
The neuroscience of tinnitus
,”
Trends Neurosci.
27
,
676
682
.
35.
Eggermont
,
J. J.
, and
Tass
,
P. A.
(
2015
). “
Maladaptive neural synchrony in tinnitus: Origin and restoration
,”
Front. Neurol.
6
,
29
.
36.
Elder
,
G. A.
, and
Cristian
,
A.
(
2009
). “
Blast-related mild traumatic brain injury: Mechanisms of injury and impact on clinical care
,”
Mount Sinai J. Med. N. Y.
76
,
111
118
.
37.
Engler
,
H.
,
Doenlen
,
R.
,
Engler
,
A.
,
Riether
,
C.
,
Prager
,
G.
,
Niemi
,
M. B.
,
Pacheco-Lopez
,
G.
,
Krugel
,
U.
, and
Schedlowski
,
M.
(
2011
). “
Acute amygdaloid response to systemic inflammation
,”
Brain, Behav., Immun.
25
,
1384
1392
.
38.
Ewert
,
D. L.
,
Lu
,
J.
,
Li
,
W.
,
Du
,
X.
,
Floyd
,
R.
, and
Kopke
,
R.
(
2012
). “
Antioxidant treatment reduces blast-induced cochlear damage and hearing loss
,”
Hear. Res.
285
,
29
39
.
39.
Eyre
,
H.
, and
Baune
,
B. T.
(
2012
). “
Neuroplastic changes in depression: A role for the immune system
,”
Psychoneuroendocrinology
37
,
1397
1416
.
40.
Fetoni
,
A. R.
,
Paciello
,
F.
,
Rolesi
,
R.
,
Paludetti
,
G.
, and
Troiani
,
D.
(
2019
). “
Targeting dysregulation of redox homeostasis in noise-induced hearing loss: Oxidative stress and ROS signaling
,”
Free Radical Biol. Med.
135
,
46
59
.
41.
Fournier
,
P.
, and
Hebert
,
S.
(
2013
). “
Gap detection deficits in humans with tinnitus as assessed with the acoustic startle paradigm: Does tinnitus fill in the gap?
,”
Hear. Res.
295
,
16
23
.
42.
Fraticelli-Torres
,
A. I.
,
Matos-Ocasio
,
F.
, and
Thompson
,
K. J.
(
2010
). “
Glutamate transporters are differentially expressed in the hippocampus during the early stages of one-day spatial learning task
,”
Ethn. Dis.
20
,
S1-28
S1-32
.
43.
Frick
,
K. M.
,
Stillner
,
E. T.
, and
Berger-Sweeney
,
J.
(
2000
). “
Mice are not little rats: Species differences in a one-day water maze task
,”
Neuroreport
11
,
3461
3465
.
44.
Galazyuk
,
A.
, and
Hebert
,
S.
(
2015
). “
Gap-prepulse inhibition of the acoustic startle reflex (GPIAS) for tinnitus assessment: Current status and future directions
,”
Front. Neurol.
6
,
88
.
45.
Guitton
,
M. J.
, and
Dudai
,
Y.
(
2007
). “
Blockade of cochlear NMDA receptors prevents long-term tinnitus during a brief consolidation window after acoustic trauma
,”
Neur. Plast.
2007
,
80904
.
46.
Gunbey
,
H. P.
,
Gunbey
,
E.
,
Aslan
,
K.
,
Bulut
,
T.
,
Unal
,
A.
, and
Incesu
,
L.
(
2017
). “
Limbic-auditory interactions of tinnitus: An evaluation using diffusion tensor imaging
,”
Clin. Neuroradiol.
27
,
221
230
.
47.
Hallam
,
R. S.
,
McKenna
,
L.
, and
Shurlock
,
L.
(
2004
). “
Tinnitus impairs cognitive efficiency
,”
Int. J. Audiol.
43
,
218
226
.
48.
Hebert
,
S.
,
Canlon
,
B.
,
Hasson
,
D.
,
Magnusson Hanson
,
L. L.
,
Westerlund
,
H.
, and
Theorell
,
T.
(
2012
). “
Tinnitus severity is reduced with reduction of depressive mood—A prospective population study in Sweden
,”
PLoS One
7
,
e37733
.
49.
Hebert
,
S.
,
Fullum
,
S.
, and
Carrier
,
J.
(
2011
). “
Polysomnographic and quantitative electroencephalographic correlates of subjective sleep complaints in chronic tinnitus
,”
J. Sleep Res.
20
,
38
44
.
50.
Heffner
,
H. E.
(
2011
). “
A two-choice sound localization procedure for detecting lateralized tinnitus in animals
,”
Behav. Res. Methods
43
,
577
589
.
51.
Heffner
,
H. E.
, and
Harrington
,
I. A.
(
2002
). “
Tinnitus in hamsters following exposure to intense sound
,”
Hear. Res.
170
,
83
95
.
52.
Heffner
,
H. E.
, and
Koay
,
G.
(
2005
). “
Tinnitus and hearing loss in hamsters (Mesocricetus auratus) exposed to loud sound
,”
Behav. Neurosci.
119
,
734
742
.
53.
Henry
,
J. A.
,
James
,
K. E.
,
Owens
,
K.
,
Zaugg
,
T.
,
Porsov
,
E.
, and
Silaski
,
G.
(
2009
). “
Auditory test result characteristics of subjects with and without tinnitus
,”
J. Rehabil. Res. Dev.
46
,
619
632
.
54.
Hesser
,
H.
,
Westin
,
V.
,
Hayes
,
S. C.
, and
Andersson
,
G.
(
2009
). “
Clients' in-session acceptance and cognitive defusion behaviors in acceptance-based treatment of tinnitus distress
,”
Behav. Res. Ther.
47
,
523
528
.
55.
Hoffer
,
M. E.
,
Balaban
,
C.
,
Gottshall
,
K.
,
Balough
,
B. J.
,
Maddox
,
M. R.
, and
Penta
,
J. R.
(
2010
). “
Blast exposure: Vestibular consequences and associated characteristics
,”
Otol. Neurotol.
31
,
232
236
.
56.
Holt
,
A. G.
,
Bissig
,
D.
,
Mirza
,
N.
,
Rajah
,
G.
, and
Berkowitz
,
B.
(
2010
). “
Evidence of key tinnitus-related brain regions documented by a unique combination of manganese-enhanced MRI and acoustic startle reflex testing
,”
PLoS One
5
,
e14260
.
57.
Hui
,
I. R.
,
Hui
,
G. K.
,
Roozendaal
,
B.
,
McGaugh
,
J. L.
, and
Weinberger
,
N. M.
(
2006
). “
Posttraining handling facilitates memory for auditory-cue fear conditioning in rats
,”
Neurobiol. Learn. Mem.
86
,
160
163
.
58.
Husain
,
F. T.
, and
Schmidt
,
S. A.
(
2014
). “
Using resting state functional connectivity to unravel networks of tinnitus
,”
Hear. Res.
307
,
153
162
.
59.
Jastreboff
,
P. J.
,
Brennan
,
J. F.
,
Coleman
,
J. K.
, and
Sasaki
,
C. T.
(
1988
). “
Phantom auditory sensation in rats: An animal model for tinnitus
,”
Behav. Neurosci.
102
,
811
822
.
60.
Jaumann
,
M.
,
Dettling
,
J.
,
Gubelt
,
M.
,
Zimmermann
,
U.
,
Gerling
,
A.
,
Paquet-Durand
,
F.
,
Feil
,
S.
,
Wolpert
,
S.
,
Franz
,
C.
,
Varakina
,
K.
,
Xiong
,
H.
,
Brandt
,
N.
,
Kuhn
,
S.
,
Geisler
,
H. S.
,
Rohbock
,
K.
,
Ruth
,
P.
,
Schlossmann
,
J.
,
Hutter
,
J.
,
Sandner
,
P.
,
Feil
,
R.
,
Engel
,
J.
,
Knipper
,
M.
, and
Ruttiger
,
L.
(
2012
). “
cGMP-Prkg1 signaling and Pde5 inhibition shelter cochlear hair cells and hearing function
,”
Nat. Med.
18
,
252
259
.
61.
Kallakuri
,
S.
,
Pace
,
E.
,
Lu
,
H.
,
Luo
,
H.
,
Cavanaugh
,
J.
, and
Zhang
,
J.
(
2018
). “
Time course of blast-induced injury in the rat auditory cortex
,”
PLoS One
13
,
e0193389
.
62.
Kaltenbach
,
J. A.
(
2011
). “
Tinnitus: Models and mechanisms
,”
Hear. Res.
276
,
52
60
.
63.
Kaltenbach
,
J. A.
, and
McCaslin
,
D. L.
(
1996
). “
Increases in spontaneous activity in the dorsal cochlear nucleus following exposure to high intensity sound: A possible neural correlate of tinnitus
,”
Audit. Neurosci.
3
,
57
78
.
64.
Kaltenbach
,
J. A.
,
Zhang
,
J.
, and
Afman
,
C. E.
(
2000
). “
Plasticity of spontaneous neural activity in the dorsal cochlear nucleus after intense sound exposure
,”
Hear. Res.
147
,
282
292
.
65.
Kaneko
,
M.
,
Stellwagen
,
D.
,
Malenka
,
R. C.
, and
Stryker
,
M. P.
(
2008
). “
Tumor necrosis factor-alpha mediates one component of competitive, experience-dependent plasticity in developing visual cortex
,”
Neuron
58
,
673
680
.
66.
Kepecs
,
A.
, and
Lisman
,
J.
(
2003
). “
Information encoding and computation with spikes and bursts
,”
Network
14
,
103
118
.
67.
Kizawa
,
K.
,
Kitahara
,
T.
,
Horii
,
A.
,
Maekawa
,
C.
,
Kuramasu
,
T.
,
Kawashima
,
T.
,
Nishiike
,
S.
,
Doi
,
K.
, and
Inohara
,
H.
(
2010
). “
Behavioral assessment and identification of a molecular marker in a salicylate-induced tinnitus in rats
,”
Neuroscience
165
,
1323
1332
.
68.
Knipper
,
M.
,
Van Dijk
,
P.
,
Nunes
,
I.
,
Ruttiger
,
L.
, and
Zimmermann
,
U.
(
2013
). “
Advances in the neurobiology of hearing disorders: Recent developments regarding the basis of tinnitus and hyperacusis
,”
Prog. Neurobiol.
111
,
17
33
.
69.
Kopke
,
R. D.
,
Lu
,
J.
,
Du
,
X. P.
,
Cai
,
Q. F.
,
West
,
M. B.
,
Nakmali
,
D.
,
Li
,
W.
,
Cheng
,
W. H.
,
Huang
,
X. P.
,
Hamm
,
E. E.
,
Gammans
,
R. E.
, and
Ewert
,
D. L.
(
2019
). “
NHPN-1010, a phase ii-ready oral drug demonstrates excellent pre-clinical effectiveness in treating blast- and noise-induced tinnitus
,”
Assoc. Res. Otolaryngol.
42
,
45
.
70.
Kotapka
,
M. J.
,
Graham
,
D. I.
,
Adams
,
J. H.
, and
Gennarelli
,
T. A.
(
1994
). “
Hippocampal pathology in fatal human head injury without high intracranial pressure
,”
J. Neurotrauma
11
,
317
324
.
71.
Kraus
,
K. S.
, and
Canlon
,
B.
(
2012
). “
Neuronal connectivity and interactions between the auditory and limbic systems. Effects of noise and tinnitus
,”
Hear. Res.
288
,
34
46
.
72.
Krishnan
,
A.
, and
Plack
,
C. J.
(
2009
). “
Auditory brainstem correlates of basilar membrane nonlinearity in humans
,”
Audiol. Neurootol.
14
,
88
97
.
73.
Landgrebe
,
M.
,
Langguth
,
B.
,
Rosengarth
,
K.
,
Braun
,
S.
,
Koch
,
A.
,
Kleinjung
,
T.
,
May
,
A.
,
de Ridder
,
D.
, and
Hajak
,
G.
(
2009
). “
Structural brain changes in tinnitus: Grey matter decrease in auditory and non-auditory brain areas
,”
Neuroimage
46
,
213
218
.
74.
Langguth
,
B.
, and
Elgoyhen
,
A. B.
(
2012
). “
Current pharmacological treatments for tinnitus
,”
Expert Opin. Pharmacotherapy
13
,
2495
2509
.
75.
Lanting
,
C. P.
,
de Kleine
,
E.
,
Bartels
,
H.
, and
van Dijk
,
P.
(
2008
). “
Functional imaging of unilateral tinnitus using fMRI
,”
Acta Otolaryngol.
128
,
415
421
.
76.
Lanting
,
C. P.
,
de Kleine
,
E.
,
Langers
,
D. R.
, and
van Dijk
,
P.
(
2014
). “
Unilateral tinnitus: Changes in connectivity and response lateralization measured with FMRI
,”
PLoS One
9
,
e110704
.
77.
Lanting
,
C. P.
,
de Kleine
E.
, and
van Dijk
,
P.
(
2009
). “
Neural activity underlying tinnitus generation: Results from PET and fMRI
,”
Hear. Res.
255
,
1
13
.
78.
Leaver
,
A. M.
,
Renier
,
L.
,
Chevillet
,
M. A.
,
Morgan
,
S.
,
Kim
,
H. J.
, and
Rauschecker
,
J. P.
(
2011
). “
Dysregulation of limbic and auditory networks in tinnitus
,”
Neuron
69
,
33
43
.
79.
Leaver
,
A. M.
,
Seydell-Greenwald
,
A.
, and
Rauschecker
,
J. P.
(
2016
). “
Auditory-limbic interactions in chronic tinnitus: Challenges for neuroimaging research
,”
Hear. Res.
334
,
49
57
.
80.
Lew
,
H. L.
,
Jerger
,
J. F.
,
Guillory
,
S. B.
, and
Henry
,
J. A.
(
2007
). “
Auditory dysfunction in traumatic brain injury
,”
J. Rehabil. Res. Dev.
44
,
921
928
.
81.
Lewis
,
J. E.
(
2002
). “
Tinnitus and suicide
,”
J. Am. Acad. Audiol.
13
,
339
341
.
82.
Li
,
L.
,
Jiang
,
Q.
,
Zhang
,
L.
,
Ding
,
G.
,
Gang Zhang
,
Z.
,
Li
,
Q.
,
Ewing
,
J. R.
,
Lu
,
M.
,
Panda
,
S.
,
Ledbetter
,
K. A.
,
Whitton
,
P. A.
, and
Chopp
,
M.
(
2007
). “
Angiogenesis and improved cerebral blood flow in the ischemic boundary area detected by MRI after administration of sildenafil to rats with embolic stroke
,”
Brain Res.
1132
,
185
192
.
83.
Liang
,
J.
,
Yokell
,
Z. A.
,
Nakmaili
,
D. U.
,
Gan
,
R. Z.
, and
Lu
,
H.
(
2017
). “
The effect of blast overpressure on the mechanical properties of a chinchilla tympanic membrane
,”
Hear. Res.
354
,
48
55
.
84.
Liberman
,
M. C.
, and
Beil
,
D. G.
(
1979
). “
Hair cell condition and auditory nerve response in normal and noise-damaged cochleas
,”
Acta Oto-Laryngol.
88
,
161
176
.
85.
Liberman
,
M. C.
, and
Kiang
,
N. Y.
(
1978
). “
Acoustic trauma in cats. Cochlear pathology and auditory-nerve activity
,”
Acta Otolaryngol. Suppl.
358
,
1
63
.
86.
Liberman
,
T.
,
Velluti
,
R. A.
, and
Pedemonte
,
M.
(
2009
). “
Temporal correlation between auditory neurons and the hippocampal theta rhythm induced by novel stimulations in awake guinea pigs
,”
Brain Res.
1298
,
70
77
.
87.
Llinas
,
R. R.
,
Ribary
,
U.
,
Jeanmonod
,
D.
,
Kronberg
,
E.
, and
Mitra
,
P. P.
(
1999
). “
Thalamocortical dysrhythmia: A neurological and neuropsychiatric syndrome characterized by magnetoencephalography
,”
Proc. Natl. Acad. Sci.
96
,
15222
15227
.
88.
Lobarinas
,
E.
,
Blair
,
C.
,
Spankovich
,
C.
, and
Le Prell
,
C.
(
2015
). “
Partial to complete suppression of unilateral noise-induced tinnitus in rats after cyclobenzaprine treatment
,”
J. Assoc. Res. Otolaryngol.
16
,
263
272
.
89.
Lobarinas
,
E.
,
Sun
,
W.
,
Stolzberg
,
D.
,
Lu
,
J.
, and
Salvi
,
R.
(
2008
). “
Human brain imaging of tinnitus and animal models
,”
Semin. Hear.
29
,
333
349
.
90.
Lockwood
,
A. H.
,
Salvi
,
R. J.
,
Coad
,
M. L.
,
Towsley
,
M. L.
,
Wack
,
D. S.
, and
Murphy
,
B. W.
(
1998
). “
The functional neuroanatomy of tinnitus: Evidence for limbic system links and neural plasticity
,”
Neurology
50
,
114
120
.
91.
Longenecker
,
R. J.
, and
Galazyuk
,
A. V.
(
2011
). “
Development of tinnitus in CBA/CaJ mice following sound exposure
,”
J. Assoc. Res. Otolaryngol.
12
,
647
658
.
92.
Luo
,
H.
,
Pace
,
E.
, and
Zhang
,
J.
(
2017
). “
Blast-induced tinnitus and hyperactivity in the auditory cortex of rats
,”
Neuroscience
340
,
515
520
.
93.
Luo
,
H.
,
Pace
,
E.
,
Zhang
,
X.
, and
Zhang
,
J.
(
2014a
). “
Blast-induced tinnitus and spontaneous activity changes in the rat inferior colliculus
,”
Neurosci. Lett.
580
,
47
51
.
94.
Luo
,
H.
,
Pace
,
E.
,
Zhang
,
X.
, and
Zhang
,
J.
(
2014b
). “
Blast-induced tinnitus and spontaneous firing changes in the rat dorsal cochlear nucleus
,”
J. Neurosci. Res.
92
,
1466
1477
.
95.
Luo
,
H.
,
Zhang
,
X.
,
Nation
,
J.
,
Pace
,
E.
,
Lepczyk
,
L.
, and
Zhang
,
J.
(
2012
). “
Tinnitus suppression by electrical stimulation of the rat dorsal cochlear nucleus
,”
Neurosci. Lett.
522
,
16
20
.
96.
Lutz
,
J.
,
Hemminger
,
F.
,
Stahl
,
R.
,
Dietrich
,
O.
,
Hempel
,
M.
,
Reiser
,
M.
, and
Jager
,
L.
(
2007
). “
Evidence of subcortical and cortical aging of the acoustic pathway: A diffusion tensor imaging (DTI) study
,”
Acad. Radiol.
14
,
692
700
.
97.
Ma
,
W. L.
, and
Young
,
E. D.
(
2006
). “
Dorsal cochlear nucleus response properties following acoustic trauma: Response maps and spontaneous activity
,”
Hear. Res.
216-217
,
176
188
.
98.
Mahmood
,
G.
,
Mei
,
Z.
,
Hojjat
,
H.
,
Pace
,
E.
,
Kallakuri
,
S.
, and
Zhang
,
J. S.
Therapeutic effect of sildenafil on blast-induced tinnitus and auditory impairment
,”
Neurosci.
269
,
367
382
(
2014
).
99.
Manzoor
,
N. F.
,
Gao
,
Y.
,
Licari
,
F.
, and
Kaltenbach
,
J. A.
(
2013
). “
Comparison and contrast of noise-induced hyperactivity in the dorsal cochlear nucleus and inferior colliculus
,”
Hear. Res.
295
,
114
123
.
100.
Mao
,
J. C.
,
Pace
,
E.
,
Pierozynski
,
P.
,
Kou
,
Z.
,
Shen
,
Y.
,
Vandevord
,
P.
,
Haacke
,
E. M.
,
Zhang
,
X.
, and
Zhang
,
J.
(
2012
). “
Blast-induced tinnitus and hearing loss in rats: Behavioral and imaging assays
,”
J. Neurotrauma
29
,
430
444
.
101.
Marks
,
K. L.
,
Martel
,
D. T.
,
Wu
,
C.
,
Basura
,
G. J.
,
Roberts
,
L. E.
,
Schvartz-Leyzac
,
K. C.
, and
Shore
,
S. E.
(
2018
). “
Auditory-somatosensory bimodal stimulation desynchronizes brain circuitry to reduce tinnitus in guinea pigs and humans
,”
Sci. Transl. Med.
10
(
422
),
eaal3175
.
102.
Masri
,
S.
,
Zhang
,
L. S.
,
Luo
,
H.
,
Pace
,
E.
,
Zhang
,
J.
, and
Bao
,
S.
(
2018
). “
Blast exposure disrupts the tonotopic frequency map in the primary auditory cortex
,”
Neuroscience
379
,
428
434
.
103.
Maudoux
,
A.
,
Lefebvre
,
P.
,
Cabay
,
J. E.
,
Demertzi
,
A.
,
Vanhaudenhuyse
,
A.
,
Laureys
,
S.
, and
Soddu
,
A.
(
2012
). “
Auditory resting-state network connectivity in tinnitus: A functional MRI study
,”
PLoS One
7
,
e36222
.
104.
Melcher
,
J. R.
,
Levine
,
R. A.
,
Bergevin
,
C.
, and
Norris
,
B.
(
2009
). “
The auditory midbrain of people with tinnitus: Abnormal sound-evoked activity revisited
,”
Hear. Res.
257
,
63
74
.
105.
Middleton
,
J. W.
,
Kiritani
,
T.
,
Pedersen
,
C.
,
Turner
,
J. G.
,
Shepherd
,
G. M.
, and
Tzounopoulos
,
T.
(
2011
). “
Mice with behavioral evidence of tinnitus exhibit dorsal cochlear nucleus hyperactivity because of decreased GABAergic inhibition
,”
Proc. Natl. Acad. Sci.
108
,
7601
7606
.
106.
Moore
,
D. R.
,
Kotak
,
V. C.
, and
Sanes
,
D. H.
(
1998
). “
Commissural and lemniscal synaptic input to the gerbil inferior colliculus
,”
J. Neurophysiol.
80
,
2229
2236
.
107.
Mrena
,
R.
,
Paakkonen
,
R.
,
Back
,
L.
,
Pirvola
,
U.
, and
Ylikoski
,
J.
(
2004
). “
Otologic consequences of blast exposure: A Finnish case study of a shopping mall bomb explosion
,”
Acta Otolaryngol.
124
,
946
952
.
108.
Muhlnickel
,
W.
,
Elbert
,
T.
,
Taub
,
E.
, and
Flor
,
H.
(
1998
). “
Reorganization of auditory cortex in tinnitus
,”
Proc. Natl. Acad. Sci.
95
,
10340
10343
.
109.
Namas
,
R.
,
Ghuma
,
A.
,
Hermus
,
L.
,
Zamora
,
R.
,
Okonkwo
,
D. O.
,
Billiar
,
T. R.
, and
Vodovotz
,
Y.
(
2009
). “
The acute inflammatory response in trauma/hemorrhage and traumatic brain injury: Current state and emerging prospects
,”
Libyan J. Med.
4
,
136
148
.
110.
Niwa
,
K.
,
Mizutari
,
K.
,
Matsui
,
T.
,
Kurioka
,
T.
,
Matsunobu
,
T.
,
Kawauchi
,
S.
,
Satoh
,
Y.
,
Sato
,
S.
,
Shiotani
,
A.
, and
Kobayashi
,
Y.
(
2016
). “
Pathophysiology of the inner ear after blast injury caused by laser-induced shock wave
,”
Sci. Rep.
6
,
31754
.
111.
Norena
,
A. J.
, and
Eggermont
,
J. J.
(
2003
). “
Changes in spontaneous neural activity immediately after an acoustic trauma: Implications for neural correlates of tinnitus
,”
Hear. Res.
183
,
137
153
.
112.
Norena
,
A. J.
,
Tomita
,
M.
, and
Eggermont
,
J. J.
(
2003
). “
Neural changes in cat auditory cortex after a transient pure-tone trauma
,”
J. Neurophysiol.
90
,
2387
2401
.
113.
Noshita
,
N.
,
Lewen
,
A.
,
Sugawara
,
T.
, and
Chan
,
P. H.
(
2002
). “
Akt phosphorylation and neuronal survival after traumatic brain injury in mice
,”
Neurobiol. Dis.
9
,
294
304
.
114.
Okuyucu
,
S.
,
Guven
,
O. E.
,
Akoglu
,
E.
,
Ucar
,
E.
, and
Dagli
,
S.
(
2009
). “
Effect of phosphodiesterase-5 inhibitor on hearing
,”
J. Laryngol. Otol.
123
,
718
722
.
115.
Olmestig
,
J. N. E.
,
Marlet
,
I. R.
,
Hainsworth
,
A. H.
, and
Kruuse
,
C.
(
2017
). “
Phosphodiesterase 5 inhibition as a therapeutic target for ischemic stroke: A systematic review of preclinical studies
,”
Cell. Signalling
38
,
39
48
.
116.
Ouyang
,
J.
,
Pace
,
E.
,
Lepczyk
,
L.
,
Kaufman
,
M.
,
Zhang
,
J.
,
Perrine
,
S. A.
, and
Zhang
,
J.
(
2017
). “
Blast-induced tinnitus and elevated central auditory and limbic activity in rats: A manganese-enhanced MRI and behavioral study
,”
Sci. Rep.
7
,
4852
.
117.
Pace
,
E.
,
Luo
,
H.
,
Bobian
,
M.
,
Panekkad
,
A.
,
Zhang
,
X.
,
Zhang
,
H.
, and
Zhang
,
J.
(
2016
). “
A conditioned behavioral paradigm for assessing onset and lasting tinnitus in rats
,”
PLoS One
11
,
e0166346
.
118.
Pace
,
E.
, and
Zhang
,
J.
(
2013
). “
Noise-induced tinnitus using individualized gap detection analysis and its relationship with hyperacusis, anxiety, and spatial cognition
,”
PLoS One
8
,
e75011
.
119.
Patterson
,
J. H.
, Jr.
, and
Hamernik
,
R. P.
(
1997
). “
Blast overpressure induced structural and functional changes in the auditory system
,”
Toxicology
121
,
29
40
.
120.
Pautler
,
R. G.
(
2006
). “
Biological applications of manganese-enhanced magnetic resonance imaging
,”
Methods Mol. Med.
124
,
365
386
.
121.
Paxinos
,
G.
, and
Watson
,
C.
(
1998
).
The Rat Brain in Stereotaxic Coordinates
, 4th ed. (
Academic
,
San Diego
).
122.
Pieper
,
J.
,
Chang
,
D. G.
,
Mahasin
,
S. Z.
,
Swan
,
A. R.
,
Quinto
,
A. A.
,
Nichols
,
S. L.
,
Diwakar
,
M.
,
Huang
,
C.
,
Swan
,
J.
,
Lee
,
R. R.
,
Baker
,
D. G.
, and
Huang
,
M.
(
2019
). “
Brain amygdala volume increases in veterans and active-duty military personnel with combat-related posttraumatic stress disorder and mild traumatic brain injury
,”
J. Head Trauma Rehabil.
(published online).
123.
Plewnia
,
C.
,
Reimold
,
M.
,
Najib
,
A.
,
Brehm
,
B.
,
Reischl
,
G.
,
Plontke
,
S. K.
, and
Gerloff
,
C.
(
2007
). “
Dose-dependent attenuation of auditory phantom perception (tinnitus) by PET-guided repetitive transcranial magnetic stimulation
,”
Hum. Brain Mapp.
28
,
238
246
.
124.
Poremba
,
A.
, and
Gabriel
,
M.
(
1997
). “
Medial geniculate lesions block amygdalar and cingulothalamic learning-related neuronal activity
,”
J. Neurosci.
17
,
8645
8655
.
125.
Povlishock
,
J. T.
,
Erb
,
D. E.
, and
Astruc
,
J.
(
1992
). “
Axonal response to traumatic brain injury—Reactive axonal change, deafferentation, and neuroplasticity
,”
J. Neurotrauma
9
,
S189
S200
.
126.
Race
,
N.
,
Lai
,
J.
,
Shi
,
R.
, and
Bartlett
,
E. L.
(
2017
). “
Differences in postinjury auditory system pathophysiology after mild blast and nonblast acute acoustic trauma
,”
J. Neurophysiol.
118
,
782
799
.
127.
Rahman
,
M. U.
,
Poe
,
D. S.
, and
Choi
,
H. K.
(
2001
). “
Autoimmune vestibulo-cochlear disorders
,”
Curr. Opin. Rheumatol.
13
,
184
189
.
128.
Richardson
,
B. D.
,
Brozoski
,
T. J.
,
Ling
,
L. L.
, and
Caspary
,
D. M.
(
2012
). “
Targeting inhibitory neurotransmission in tinnitus
,”
Brain Res.
1485
,
77
87
.
129.
Ritenour
,
A. E.
,
Wickley
,
A.
,
Ritenour
,
J. S.
,
Kriete
,
B. R.
,
Blackbourne
,
L. H.
,
Holcomb
,
J. B.
, and
Wade
,
C. E.
(
2008
). “
Tympanic membrane perforation and hearing loss from blast overpressure in Operation Enduring Freedom and Operation Iraqi Freedom wounded
,”
J. Trauma
64
,
S174
S178
.
130.
Roberts
,
L. E.
,
Eggermont
,
J. J.
,
Caspary
,
D. M.
,
Shore
,
S. E.
,
Melcher
,
J. R.
, and
Kaltenbach
,
J. A.
(
2010
). “
Ringing ears: The neuroscience of tinnitus
,”
J. Neurosci.
30
,
14972
14979
.
131.
Robertson
,
D.
,
Bester
,
C.
,
Vogler
,
D.
, and
Mulders
,
W. H.
(
2013
). “
Spontaneous hyperactivity in the auditory midbrain: Relationship to afferent input
,”
Hear. Res.
295
,
124
129
.
132.
Roozendaal
,
B.
,
McEwen
,
B. S.
, and
Chattarji
,
S.
(
2009
). “
Stress, memory and the amygdala
,”
Nat. Rev. Neurosci.
10
,
423
433
.
133.
Ruttiger
,
L.
,
Ciuffani
,
J.
,
Zenner
,
H. P.
, and
Knipper
,
M.
(
2003
). “
A behavioral paradigm to judge acute sodium salicylate-induced sound experience in rats: A new approach for an animal model on tinnitus
,”
Hear. Res.
180
,
39
50
.
134.
Sajja
,
V. S.
,
Galloway
,
M.
,
Ghoddoussi
,
F.
,
Kepsel
,
A.
, and
VandeVord
,
P.
(
2013
). “
Effects of blast-induced neurotrauma on the nucleus accumbens
,”
J. Neurosci. Res.
91
,
593
601
.
135.
Schaette
,
R.
, and
Kempter
,
R.
(
2006
). “
Development of tinnitus-related neuronal hyperactivity through homeostatic plasticity after hearing loss: A computational model
,”
Eur. J. Neurosci.
23
,
3124
3138
.
136.
Schaette
,
R.
, and
Kempter
,
R.
(
2012
). “
Computational models of neurophysiological correlates of tinnitus
,”
Front. Syst. Neurosci.
6
,
34
.
137.
Schmidt
,
S. A.
,
Akrofi
,
K.
,
Carpenter-Thompson
,
J. R.
, and
Husain
,
F. T.
(
2013
). “
Default mode, dorsal attention and auditory resting state networks exhibit differential functional connectivity in tinnitus and hearing loss
,”
PLoS One
8
,
e76488
.
138.
Sederholm
,
F.
, and
Swedberg
,
M. D.
(
2013
). “
Establishment of auditory discrimination and detection of tinnitus induced by salicylic acid and intense tone exposure in the rat
,”
Brain Res.
1510
,
48
62
.
139.
Seki
,
S.
, and
Eggermont
,
J. J.
(
2003
). “
Changes in spontaneous firing rate and neural synchrony in cat primary auditory cortex after localized tone-induced hearing loss
,”
Hear. Res.
180
,
28
38
.
140.
Shaw
,
E.
(
1974
). “
The external ear
,” in
Handbook of Sensory Physiology
, edited by
W. D.
Keidel
and
W. D.
Neff
(
Springer
,
Berlin
), Vol.
5/1
.
141.
Shulman
,
A.
, and
Goldstein
,
B.
(
2014
). “
Electrophysiology quantitative electroencephalography/low resolution brain electromagnetic tomography functional brain imaging (QEEG LORETA): Case report: Subjective idiopathic tinnitus - predominantly central type severe disabling tinnitus
,”
Int. Tinnitus J.
19
,
10
27
.
142.
Shulman
,
A.
,
Strashun
,
A. M.
,
Afriyie
,
M.
,
Aronson
,
F.
,
Abel
,
W.
, and
Goldstein
,
B.
(
1995
). “
SPECT imaging of brain and tinnitus-neurotologic/neurologic implications
,”
Int. Tinnitus J.
1
,
13
29
.
143.
Sidaros
,
A.
,
Engberg
,
A. W.
,
Sidaros
,
K.
,
Liptrot
,
M. G.
,
Herning
,
M.
,
Petersen
,
P.
,
Paulson
,
O. B.
,
Jernigan
,
T. L.
, and
Rostrup
,
E.
(
2008
). “
Diffusion tensor imaging during recovery from severe traumatic brain injury and relation to clinical outcome: A longitudinal study
,”
Brain
131
,
559
572
.
144.
Silva
,
A. C.
,
Lee
,
J. H.
,
Aoki
,
I.
, and
Koretsky
,
A. P.
(
2004
). “
Manganese-enhanced magnetic resonance imaging (MEMRI): Methodological and practical considerations
,”
NMR Biomed.
17
,
532
543
.
145.
Smits
,
M.
,
Kovacs
,
S.
,
De Ridder
,
D.
,
Peeters
,
R. R.
,
van Hecke
,
P.
, and
Sunaert
,
S.
(
2007
). “
Lateralization of functional magnetic resonance imaging (fMRI) activation in the auditory pathway of patients with lateralized tinnitus
,”
Neuroradiology
49
,
669
679
.
146.
Song
,
A. W.
,
Harshbarger
,
T.
,
Li
,
T.
,
Kim
,
K. H.
,
Ugurbil
,
K.
,
Mori
,
S.
, and
Kim
,
D. S.
(
2003
). “
Functional activation using apparent diffusion coefficient-dependent contrast allows better spatial localization to the neuronal activity: Evidence using diffusion tensor imaging and fiber tracking
,”
Neuroimage
20
,
955
961
.
147.
Sotak
,
C. H.
(
2002
). “
The role of diffusion tensor imaging in the evaluation of ischemic brain injury—A review
,”
NMR Biomed.
15
,
561
569
.
148.
Soussi
,
T.
, and
Otto
,
S. R.
(
1994
). “
Effects of electrical brainstem stimulation on tinnitus
,”
Acta Otolaryngol.
114
,
135
140
.
149.
Stellwagen
,
D.
, and
Malenka
,
R. C.
(
2006
). “
Synaptic scaling mediated by glial TNF-alpha
,”
Nature
440
,
1054
1059
.
150.
Stevens
,
C.
,
Walker
,
G.
,
Boyer
,
M.
, and
Gallagher
,
M.
(
2007
). “
Severe tinnitus and its effect on selective and divided attention
,”
Int. J. Audiol.
46
,
208
216
.
151.
Stolzberg
,
D.
,
Hayes
,
S. H.
,
Kashanian
,
N.
,
Radziwon
,
K.
,
Salvi
,
R. J.
, and
Allman
,
B. L.
(
2013
). “
A novel behavioral assay for the assessment of acute tinnitus in rats optimized for simultaneous recording of oscillatory neural activity
,”
J. Neurosci. Methods
219
,
224
232
.
152.
Stuhmiller
,
J. H.
,
Phillips
,
Y. Y.
, and
Richmond
,
D. R.
(
1991
). “
The physics and mechanisms of primary blast injury
,” in
Conventional Warfare: Ballistic, Blast, and Burn Injuries
(
Department of the Army, Office of the Surgeon General
,
Washington, DC
), pp.
241
270
.
153.
Swadlow
,
H. A.
, and
Gusev
,
A. G.
(
2001
). “
The impact of ‘bursting’ thalamic impulses at a neocortical synapse
,”
Nat. Neurosci.
4
,
402
408
.
154.
Taber
,
K. H.
,
Warden
,
D. L.
, and
Hurley
,
R. A.
(
2006
). “
Blast-related traumatic brain injury: What is known?
,”
J. Neuropsychiatry Clin. Neurosci.
18
,
141
145
.
155.
Tunkel
,
D. E.
,
Bauer
,
C. A.
,
Sun
,
G. H.
,
Rosenfeld
,
R. M.
,
Chandrasekhar
,
S. S.
,
Cunningham
,
E. R.
, Jr.
,
Archer
,
S. M.
,
Blakley
,
B. W.
,
Carter
,
J. M.
,
Granieri
,
E. C.
,
Henry
,
J. A.
,
Hollingsworth
,
D.
,
Khan
,
F. A.
,
Mitchell
,
S.
,
Monfared
,
A.
,
Newman
,
C. W.
,
Omole
,
F. S.
,
Phillips
,
C. D.
,
Robinson
,
S. K.
,
Taw
,
M. B.
,
Tyler
,
R. S.
,
Waguespack
,
R.
, and
Whamond
,
E. J.
(
2014
). “
Clinical practice guideline: Tinnitus
,”
Otolaryngol. Head Neck Surg.
151
,
S1
S40
.
156.
Turner
,
J. G.
,
Brozoski
,
T. J.
,
Bauer
,
C. A.
,
Parrish
,
J. L.
,
Myers
,
K.
,
Hughes
,
L. F.
, and
Caspary
,
D. M.
(
2006
). “
Gap detection deficits in rats with tinnitus: A potential novel screening tool
,”
Behav. Neurosci.
120
,
188
195
.
157.
Valiyaveettil
,
M.
,
Alamneh
,
Y.
,
Miller
,
S. A.
,
Hammamieh
,
R.
,
Wang
,
Y.
,
Arun
,
P.
,
Wei
,
Y.
,
Oguntayo
,
S.
, and
Nambiar
,
M. P.
(
2012a
). “
Preliminary studies on differential expression of auditory functional genes in the brain after repeated blast exposures
,”
J. Rehabil. Res. Dev.
49
,
1153
1162
.
158.
Valiyaveettil
,
M.
,
Alamneh
,
Y.
,
Oguntayo
,
S.
,
Wei
,
Y.
,
Wang
,
Y.
,
Arun
,
P.
, and
Nambiar
,
M. P.
(
2012b
). “
Regional specific alterations in brain acetylcholinesterase activity after repeated blast exposures in mice
,”
Neurosci. Lett.
506
,
141
145
.
159.
Vandevord
,
P. J.
,
Bolander
,
R.
,
Sajja
,
V. S.
,
Hay
,
K.
, and
Bir
,
C. A.
(
2012
). “
Mild neurotrauma indicates a range-specific pressure response to low level shock wave exposure
,”
Ann. Biomed. Eng.
40
,
227
236
.
160.
VBA
(
2013
). “
Annual Benefits Report—Veterans Benefits Administration
,” Washington, DC.
161.
Wang
,
H.
,
Brozoski
,
T. J.
,
Turner
,
J. G.
,
Ling
,
L.
,
Parrish
,
J. L.
,
Hughes
,
L. F.
, and
Caspary
,
D. M.
(
2009
). “
Plasticity at glycinergic synapses in dorsal cochlear nucleus of rats with behavioral evidence of tinnitus
,”
Neuroscience
164
,
747
759
.
162.
Wang
,
W.
,
Zhang
,
L. S.
,
Zinsmaier
,
A. K.
,
Patterson
,
G.
,
Leptich
,
E. J.
,
Shoemaker
,
S. L.
,
Yatskievych
,
T. A.
,
Gibboni
,
R.
,
Pace
,
E.
,
Luo
,
H.
,
Zhang
,
J.
,
Yang
,
S.
, and
Bao
,
S.
(
2019
). “
Neuroinflammation mediates noise-induced synaptic imbalance and tinnitus in rodent models
,”
PLoS Biol.
17
,
e3000307
.
163.
Wang
,
W.
,
Zinsmaier
,
A. K.
,
Firestone
,
E.
,
Lin
,
R.
,
Yatskievych
,
T. A.
,
Yang
,
S.
,
Zhang
,
J.
, and
Bao
,
S.
(
2018
). “
Blocking tumor necrosis factor-alpha expression prevents blast-induced excitatory/inhibitory synaptic imbalance and parvalbumin-positive interneuron loss in the hippocampus
,”
J. Neurotrauma
35
,
2306
2316
.
164.
Weinberg
,
M. S.
,
Blake
,
B. L.
, and
McCown
,
T. J.
(
2013
). “
Opposing actions of hippocampus TNFalpha receptors on limbic seizure susceptibility
,”
Exp. Neurol.
247
,
429
437
.
165.
Whiting
,
B.
,
Moiseff
,
A.
, and
Rubio
,
M. E.
(
2009
). “
Cochlear nucleus neurons redistribute synaptic AMPA and glycine receptors in response to monaural conductive hearing loss
,”
Neurosci.
163
,
1264
1276
.
166.
Wu
,
C.
,
Martel
,
D. T.
, and
Shore
,
S. E.
(
2016
). “
Increased synchrony and bursting of dorsal cochlear nucleus fusiform cells correlate with tinnitus
,”
J. Neurosci.
36
,
2068
2073
.
167.
Wu
,
L. J.
,
Ko
,
S. W.
,
Toyoda
,
H.
,
Zhao
,
M. G.
,
Xu
,
H.
,
Vadakkan
,
K. I.
,
Ren
,
M.
,
Knifed
,
E.
,
Shum
,
F.
,
Quan
,
J.
,
Zhang
,
X. H.
, and
Zhuo
,
M.
(
2007
). “
Increased anxiety-like behavior and enhanced synaptic efficacy in the amygdala of GluR5 knockout mice
,”
PLoS One
2
,
e167
.
168.
Xiong
,
Y.
,
Peterson
,
P. L.
, and
Lee
,
C. P.
(
1999
). “
Effect of N-acetylcysteine on mitochondrial function following traumatic brain injury in rats
,”
J. Neurotrauma
16
,
1067
1082
.
169.
Yang
,
S.
, and
Bao
,
S.
(
2013
). “
Homeostatic mechanisms and treatment of tinnitus
,”
Restor. Neurol. Neurosci.
31
,
99
108
.
170.
Yang
,
S.
,
Weiner
,
B. D.
,
Zhang
,
L. S.
,
Cho
,
S. J.
, and
Bao
,
S.
(
2011
). “
Homeostatic plasticity drives tinnitus perception in an animal model
,”
Proc. Natl. Acad. Sci.
108
,
14974
14979
.
171.
Zhang
,
J.
,
Luo
,
H.
,
Pace
,
E.
,
Li
,
L.
, and
Liu
,
B.
(
2016
). “
Psychophysical and neural correlates of noised-induced tinnitus in animals: Intra- and inter-auditory and non-auditory brain structure studies
,”
Hear. Res.
334
,
7
19
.
172.
Zhang
,
J.
,
Zhang
,
Y.
, and
Zhang
,
X.
(
2011a
). “
Auditory cortex electrical stimulation suppresses tinnitus in rats
,”
J. Assoc. Res. Otolaryngol.
12
,
185
201
.
173.
Zhang
,
R. L.
,
Zhang
,
Z.
,
Zhang
,
L.
,
Wang
,
Y.
,
Zhang
,
C.
, and
Chopp
,
M.
(
2006
). “
Delayed treatment with sildenafil enhances neurogenesis and improves functional recovery in aged rats after focal cerebral ischemia
,”
J. Neurosci. Res.
83
,
1213
1219
.
174.
Zhang
,
S. J.
,
Zhang
,
X.
,
Liang
,
Y.
, and
Yue
,
Z. L.
(
2011b
). “
Effect of sildenafil on ABR thresholds shift to noise-induced hearing loss in guinea pigs
,”
Chi. J. Otorhinolaryngol. HNS.
46
,
844
847
.
175.
Zheng
,
Y.
,
Hamilton
,
E.
,
Begum
,
S.
,
Smith
,
P. F.
, and
Darlington
,
C. L.
(
2011a
). “
The effects of acoustic trauma that can cause tinnitus on spatial performance in rats
,”
Neuroscience
186
,
48
56
.
176.
Zheng
,
Y.
,
Hamilton
,
E.
,
McNamara
,
E.
,
Smith
,
P. F.
, and
Darlington
,
C. L.
(
2011b
). “
The effects of chronic tinnitus caused by acoustic trauma on social behaviour and anxiety in rats
,”
Neuroscience
193
,
143
153
.
177.
Zheng
,
Y.
,
Hamilton
,
E.
,
Stiles
,
L.
,
McNamara
,
E.
,
de Waele
,
C.
,
Smith
,
P. F.
, and
Darlington
,
C. L.
(
2011c
). “
Acoustic trauma that can cause tinnitus impairs impulsive control but not performance accuracy in the 5-choice serial reaction time task in rats
,”
Neuroscience
180
,
75
84
.
178.
Zoger
,
S.
,
Svedlund
,
J.
, and
Holgers
,
K. M.
(
2006
). “
Relationship between tinnitus severity and psychiatric disorders
,”
Psychosomatics
47
,
282
288
.
179.
Zuo
,
H.
,
Lei
,
D.
,
Sivaramakrishnan
,
S.
,
Howie
,
B.
,
Mulvany
,
J.
, and
Bao
,
J.
(
2017
). “
An operant-based detection method for inferring tinnitus in mice
,”
J. Neurosci. Methods
291
,
227
237
.