Modeling the cellular and circuit mechanisms underlying the neural correlates of tinnitus.
Tinnitus, a disease characterized by the persistent perception of a subjective sound, is accompanied by increased firing rates and hyper-synchronous activity in many auditory areas. The mechanisms that underly tinnitus-related changes in neural activity are ill understood. In a mouse model of tinnitus, the principal cells of the dorsal cochlear nucleus (DCN) have significantly weaker after- hyperpolarization (AHP) currents. They recover much more quickly after firing an action potential, so a reduction in AHP current will lead to increased firing rates. It remains, however, to consider how AHP currents affects the synchronization of pairs of neurons’ activity. Using a combination of simulations and mathematical theory we show that weakened AHP currents, consistent with those of DCN principal cells of tinnitus mice, increase both the firing rate and covariability of spike train responses. Furthermore, we show that the increase in covariability is not just due to the increase in firing rate. We show that these results are not obvious from past theories linking firing rate and covariability and uncover a novel relationship between single-neuron biophysics and pairwise spiking statistics, linking intrinsic negative feedback and pairwise covariable activity.
Eileen Kowler
Faculty: Project PI
What means are typically used to produce tinnitus in mice and how do these compare to those found in clinical populations?
Gabriel Ocker
Hi! Thanks for your question. Most people develop tinnitus via prolonged exposure to very loud sounds. Researchers used to induce tinnitus in lab rodents by injecting certain drugs (for example, salicylate) into the inner ear to cause damage to the hair cells. Now, they use a more directly comparable method; researchers induce tinnitus in lab animals by loud noise exposure. While the animal is anesthetized, narrow band-pass noise at (usually) 16kHz is played to one ear at ~100 dB (around the loudness of a rock concert). Afterwards, the mice are behaviorally tested to determine which ones develop tinnitus without hearing loss.
Kristopher Irizarry
Faculty: Project Co-PI
You describe how tinnitus can emerge from altered AHP currents via an increase in firing rate and covariability of spike train responses. Based on your current understanding of the biophysics underlying aberrant neuronal activity in this disease, if you could ask a pharmaceutical company to manufacture a perfect treatment for this disorder, what would you ask that the drug accomplish at the neuronal and biophysical level?
Gabriel Ocker
Thanks for the question! Our understanding of the biophysics underlying tinnitus-related activity is really limited to the dorsal cochlear nucleus (DCN), which is involved in the development of the disorder but is not necessary for maintaining it. (Removing the cochlear nucleus a few weeks after tinnitus induction does not affect behavioral evidence of the disorder in lab animals.) Our collaborators have determined which potassium channel is altered in DCN neurons and have a drug which, by activating that channel during acoustic overexposure, can prevent development of the disorder in mice (Li, Choi & Tzounopoulos, coming out in Proc. Natl. Acad. Sci. sometime soon).
In order to treat the disorder after it has been allowed to develop, we would probably need to target neurons higher in the auditory system, in auditory cortex (and maybe also the inferior colliculus or the thalamus). It’s known that neurons in those areas are hyperactive in tinnitus, and also that neurons in primary auditory cortex are hyper-synchronous. The biophysical changes underlying hyperactivity in those areas, however, aren’t known for sure. One of the drugs currently used to treat tinnitus, Alprazolam, targets inhibitory neurotranmission. There isn’t any data that I know of about tinnitus-related changes in the intrinsic properties (like the AHP) of neurons outside the DCN; most previous work has focussed on the hypotheses that tinnitus involves changes in the balance between excitatory and inhibitory neurotransmission, and in the structure of connections between neurons in auditory cortex. At the neural level, a drug to treat tinnitus should restore the average spontaneous firing rates and the healthy (low) correlation between neurons’ spontaneous activity in auditory cortex. At the biophysical level, a drug that would allow the healthy reorganization of connections in auditory cortex might be able to eliminate the phantom sound.
Mary Gauvain
Faculty: Project Co-PI
You introduce tinnitus as involving a phantom sound, however, your results suggest that it may be a confused signal, or am I misinterpreting what you found?
Gabriel Ocker
The defining feature of tinnitus is the phantom sound – the ‘ringing in the ears’, which is due to some long-term change in neural activity in the auditory system. Somehow, spontaneous (non-sound-driven) activity comes to represent a sound, causing tinnitus patients to hear it although no external stimulus is driving the perception. Our work links a biophysical change in particular neurons to changes in their spontaneous activity that make it more like a sound-driven signal.
Timothy Waring
Faculty
Interesting work here. Is it possible that any of the perceived sound is not generated in the cochlear region, but elsewhere during perception processing? Or if it did, would that still be tinnitus?
Gabriel Ocker
Thanks for the question. Tinnitus takes some time to develop and stabilize, after which it is generated by activity in the central nervous system.
Removing the cochlea itself (the inner ear) a few weeks after tinnitus induction does not stop the behavior evidence of the disorder in lab animals. The same is true for removal of the cochlear nucleus (the earliest auditory center in the central nervous system – this study is about the neurons in the dorsal part of that area that project onwards to the next auditory center).
So in fully-developed tinnitus, the perceived sound is generated higher in the auditory system – probably involving activity in auditory cortex.
Timothy Waring
Faculty
Oh, thanks for the explanation. So then how does your research lead toward solutions?
Gabriel Ocker
My research suggests that a drug that activates AHP currents (reversing the loss associated with tinnitus) in the projection neurons of the dorsal cochlear nucleus during the period immediately after exposure to traumatically loud sounds could prevent development of tinnitus. Our experimental collaborators have tested this idea in mice and seen that it is, indeed, the case (Li, Choi & Tzounopoulos, to appear in Proc. Natl. Acad. Sci.). The work presented here is an example of how understanding the particular biophysical mechanism responsible for changes in the activity of individual neurons can have specific implications for population-level activity and, ultimately, sensory perception.
Ayelet Gneezy
Faculty
I am not familiar with tinnitus at all, so thanks for that.
Could you please tell me to what extent tinnitus and phantom limb syndrome are (dis)similar, and whether you think your findings could provide insights that would be useful for understanding/treating other disorders?
Gabriel Ocker
Hi! Thanks for your question! Both tinnitus and phantom limb syndrome are defined by a phantom percept – spontaneous neural activity representing a stimulus that doesn’t exist. It’s hard to say how similar or disimilar tinnitus and phantom limb syndrome are from a biophysical perspective, because we don’t know the biophysical causes for the changes responsible for the long-term phantom percept in either case. Both involve changes in the structure of sensory cortex. In tinnitus, the area of primary auditory cortex representing the frequency of the tinnitus percept is enlarged, while in phantom limb after amputation it’s been shown that the area of primary somatosensory cortex responsible for representing the amputated limb starts to represent other body parts instead.
Tinnitus is characterized by neural hyperactivity and it shares this with a number of other disorders, like (for example) neuropathic pain and epilepsy. A lot of research is aimed at isolating biophysical changes associated with those disorders. As far as I know, more work in neuropathic pain has been done on isolating changes in intrinsic properties of neurons, while research in epilepsy has been more focussed on the idea that it is caused by an imbalance between excitatory and inhibitory neurotransmission in the cortex. In both of those cases and in general, using mathematical modeling to link biophysical changes to effects on pairwise- and population-level activity could help reveal which molecular changes are the most important and the best targets for drug therapies.