System and method of detecting and predicting seizures
The present invention describes systems and methods for predicting and detecting a seizure in a subject. The methods of the invention comprise measuring interneuron synchrony in terms of the coherence between interneuron action potentials and local field potential oscillations. In one embodiment, the detection of specific patterns of coherence, correlation and firing rate of interneurons predicts an upcoming seizures.
1. A method for preventing a seizure in a subject, comprising:
recording single interneuron activity for a plurality of interneurons;
recording local field potential (LFP);
measuring interneuron synchrony;
detecting a specific pattern of interneuron activity and interneuron synchrony comprising:
increased synchrony between interneuron action potentials and theta-wave LFP oscillations, followed by
increased synchrony between interneuron action potentials and gamma-wave LFP oscillations;
wherein detection of the specific pattern of interneuron activity and interneuron synchrony signifies an increased likelihood of a seizure;
wherein detecting the specific pattern of interneuron activity and interneuron synchrony is performed by a system comprising an algorithm; and
wherein the parameters of the algorithm are automatically generated without a human observer; and
administering a therapeutically effective intervention to the subject to prevent the onset of a seizure in response to the detection of the specific pattern.
2. The method of claim 1 , wherein detecting the specific pattern of interneuron activity and interneuron synchrony comprises detecting the correlation of interneuron-interneuron pairs.
3. The method of claim 1 , wherein the specific pattern of interneuron activity and interneuron synchrony further comprises increased firing rate.
4. The method of claim 1 , wherein the specific pattern further comprises increased coherence between interneuron action potentials and theta wave LFP oscillations occurring between 1 and 10 minutes prior to a predicted seizure.
5. The method of claim 1 , wherein the specific pattern further comprises increased coherence between interneuron action potentials and gamma wave LFP oscillations occurring between 5 and 30 seconds prior to a predicted seizure.
6. The method of claim 1 , further comprising recording single neuron activity for a plurality of excitatory neurons.
7. The method of claim 6 , wherein the excitatory neurons are pyramidal cell neurons.
8. The method of claim 1 , wherein the single neuron activity is measured in the hippocampus of the subject.
9. The method of claim 1 , wherein the therapeutically effective intervention comprises an electrical stimulation.
10. The method of claim 1 , wherein the therapeutically effective intervention comprises the delivery of a drug.