Feedback brain stimulation to enhance sleep spindles, modulate memory and cognitive function, and treat psychiatric and neurological symptoms
View Patent ↗The present invention relates to methods for modulating bursts of oscillatory brain activity, such as sleep spindles, in a subject. The invention further relates to methods of improving memory or cognitive function in a subject and method of modulating or enhancing the frequency of occurrence, structure, amplitude, and/or synchronization of sleep spindles in a subject by detecting a burst of oscillatory brain activity in the subject and passing an oscillating current through the skull of the subject.
1. A method of improving memory or cognitive function in a subject, the method comprising:
a) detecting a burst of oscillatory brain activity in the subject, wherein the detecting comprises identifying one or more sleep spindles; and
b) passing an oscillating current through a skull of the subject in response to the detected burst of oscillatory brain activity, thereby improving memory or cognitive function in the subject relative to memory or cognitive function in an absence of the method, wherein the oscillating current is transcranial alternating current stimulation (tACS) at a frequency of 11-16 Hz that is frequency matched to the one or more sleep spindles in the detected burst of oscillatory brain activity.
2. The method of claim 1 , wherein the burst of oscillatory brain activity is detected in a brain region comprising a thalamus and the oscillating current is passed through the skull of the subject into the same brain region.
3. The method, of claim 1 , wherein the burst of oscillatory brain activity is detected in a first brain region comprising a thalamus and the oscillating current is passed through the skull of the subject into a second brain region different from the first brain region.
4. The method of claim 1 , wherein the oscillating current is passed through the skull of the subject in an interval between bursts of oscillatory brain activity.
5. The method of claim 1 , wherein the oscillating current is passed through the skull of the subject at random time points with respect to bursts of oscillatory brain activity.
6. The method of claim 1 , wherein detecting the burst of oscillatory brain activity in the subject comprises identifying the one or more sleep spindles in real-time.
7. The method of claim 6 , wherein identifying the one or more sleep spindles comprises:
a) recording electroencephalograph (EEG) signals of the subject; and
b) filtering and processing the EEG signals to identify the one or more sleep spindles.
8. The method of claim 7 , wherein identifying the one or more sleep spindles further comprises:
a) determining an occurrence of rapid eye movement (REM) versus non-REM sleep in the subject; and
b) the filtering and processing of the EEG signals comprises band-pass filtering the EEG signals and applying a threshold to the band-pass-filtered EEG signals.
9. The method of claim 8 , wherein a recording period is assigned to the non-REM sleep if:
a) a 20 second moving-average wake index is below an awake index threshold; and
b) a 20 second moving average REM index is below a REM index threshold.
10. The method of claim 9 , wherein the awake index threshold and the REM index threshold are determined from a previous EEG recording of the subject.
11. The method of claim 9 , wherein the awake index threshold is calculated using the formula:
Log(AlphaPower×MuscleArtifact/FastDeltaPower)
wherein:
AlphaPower is a power from the band-pass-filtered EEG signals with passband 8-12 Hz;
MuscleArtifact is a power from the band-pass-filtered EEG signals with passband 20-30 Hz; and
FastDeltaPower is a power from the band-pass-filtered EEG signals with passband 2-4 Hz;
wherein the powers are determined from 20 second windows.
12. The method of claim 9 , wherein the REM index threshold is calculated using the formula
Log(BetaPower/DeltaPower)
wherein:
BetaPower is a power from the band-pass-filtered EEG signals with passband 18-40 Hz; and
DeltaPower is a power from the band-pass-filtered EEG signals with passband 0.5-4 Hz;
wherein the powers are determined from 20 second windows.
13. The method of claim 9 , wherein identifying the one or more sleep spindles comprises:
a) determining a presence of non-REM sleep; and
b) determining a sigma power above a sigma threshold based on the EEG signals for 200 msec.
14. The method of claim 13 , wherein the sigma threshold is calculated using the formula
mean sigma power×sigma coefficient
wherein:
mean sigma power is a power from the band-pass-filtered EEG signals with passband 11-16 Hz; and
sigma coefficient is determined from a previous recording of the subject and is chosen to maximize detection events corresponding to true spindles and minimize both false positives and false negatives.
15. The method of claim 6 , wherein identifying the one or more sleep spindles comprises recording electrocorticogram signals, auditory signals, visual signals, and/or somatosensory input signals.
16. The method of claim 1 , wherein passing an oscillating current through the skull of the subject comprises real-time application of the transcranial alternating current stimulation (tACS).
17. The method of claim 16 , wherein the tACS is applied through a voltage-controlled current source.
18. The method of claim 16 , wherein the tACS is applied through a set of scalp electrodes.
19. The method of claim 1 , wherein auditory, visual, or somatosensory input is applied to the subject in addition to passing the oscillating current through the skull of the subject.
20. The method of claim 1 , wherein the burst of oscillatory brain activity is detected in a thalamus of the subject.
21. The method of claim 1 , wherein there is an increase in activity for spindle frequencies of 15-16 Hz based on the passed oscillating current.
22. A method of modulating or enhancing a frequency of occurrence, structure, amplitude, and/or synchronization of sleep spindles in a subject, the method comprising:
a) detecting sleep spindles in the subject; and
b) passing an oscillating current through a skull of the subject responsive to the detected sleep spindles, thereby modulating or enhancing the frequency of occurrence, structure, amplitude, and/or synchronization of additional sleep spindles in the subject relative to the frequency of occurrence, structure, amplitude, and/or synchronization of additional sleep spindles in an absence of the method, wherein the oscillating current is transcranial alternating current stimulation (tACS) at a frequency of 11-16 Hz to the detected sleep spindles.
23. The method of claim 22 , wherein the sleep spindles are fast sleep spindles, and the tACS has a frequency of 15-16 Hz.
24. The method of claim 22 , wherein there is an increase in activity for spindle frequencies of 15-16 Hz based on the passed oscillating current.
25. A method of treating a subject with a psychiatric or neurological symptom associated with impairment of sleep spindle oscillation and/or impairment of cognitive function, the method comprising:
detecting sleep spindles in the subject; and
passing an oscillating current through a skull of the subject responsive to the detected sleep spindles, thereby treating the psychiatric or neurological symptom associated with sleep spindles in the subject, wherein the oscillating current is transcranial alternating current stimulation (tACS) at a frequency of 11-16 Hz to the detected sleep spindles.
26. The method of claim 25 , wherein the sleep spindles are fast sleep spindles, and the tACS has a frequency of 15-16 Hz.
27. The method of claim 25 , wherein there is an increase in activity for spindle frequencies of 15-16 Hz based on the passed oscillating current.