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Sleep spindles are bursts of neural oscillatory activity that are generated by interplay of the thalamic reticular nucleus and other thalamic nuclei during stage 2 NREM sleep in a frequency of ~10 -12 Hz for at least 0.5 seconds. After generation in the TRN, spindles are sustained and relayed to the cortex by a thalamo-thalamic and thalamo-cortical feedback loops regulated by both GABAergic and NMDA-receptor mediated glutamatergic neurotransmission.
Among other functions, spindles facilitate somatosensory development, thalamocortical sensory gating, synaptic plasticity, and offline memory consolidation. Sleep spindles closely modulate interactions between the brain and its external environment; they essentially moderate responsiveness to sensory stimuli during sleep. Recent research has revealed that spindles distort the transmission of auditory information to the cortex; spindles isolate the brain from external disturbances during sleep. Another study found that re-exposure to olfactory cues during sleep initiate reactivation, an essential part of long term memory consolidation that improves later recall performance. Spindles play an essential role in both sensory processing and long term memory consolidation because they are generated in the TRN.
Spindles play an essential role in both sensory processing and long term memory consolidation because they are generated in the TRN. Sleep spindles (sometimes referred to as "sigma bands" or "sigma waves") may represent periods where the brain is inhibiting processing to keep the sleeper in a tranquil state. Along with K-complexes they are defining characteristics of, and indicate the onset of, stage 2 sleep. They are often tapered at both ends and frequently seen over the frontal and central head regions. They may or may not be synchronous, but they should be symmetrical and bilateral.
Although the function of sleep spindles is unclear, it is believed that they actively participate in the consolidation of overnight declarative memory through the reconsolidation process. The density of spindles has been shown to increase after extensive learning of declarative memory tasks and the degree of increase in stage 2 spindle activity correlates with memory performance. Sleep spindles have been found in all tested mammalian species and in vitro cells.
During sleep these spindles are seen in the brain as a burst of activity immediately following muscle twitching. Researchers think the brain, particularly in the young, is learning about what nerves control what specific muscles when asleep.
Spindles generated in the thalamus have been shown to aid sleeping in the presence of disruptive external sounds. A correlation has been found between the amount of brainwave activity in the thalamus and a sleeper's ability to maintain tranquility.
Sleep spindles result from interactions between cells in the thalamus and the cortex.
Sleep spindle activity has furthermore been found to be associated with the integration of new information into existing knowledge as well as directed remembering and forgetting (fast sleep spindles).
During NREM sleep, the brain waves produced by people with schizophrenia lack the normal pattern of slow and fast spindles. Loss of sleep spindles are also a feature of familial fatal insomnia, a prion disease. Changes in spindle density are also observed in disorders such as epilepsy and autism. 
Sleep spindles play a crucial role in declarative memory consolidation, however, most studies neglect to control for sex, although both sex and menstruation affect affect sleep  and online learning periods.
As a whole, women tend to have twice as many sleep spindles as men and a female advantage has been found for episodic, emotional, and spatial memories as well as recognition of odors, faces, and pictures. These differences are believed to be due to hormonal influence, especially that of estrogen. The female sex hormone estrogen primarily influences sexual maturation and reproduction, but has also been found to facilitate other brain functions, including cognition and memory. On verbal tasks where women scored higher than men, women scored higher during the mid-luteal phase, when women have higher estrogen levels, when compared to the menstrual phase. A recent study found that local brain estrogen production within cognitive circuits may be important for the acquisition and consolidation of memories. The potentially significant relationship between overnight declarative memory consolidation and the influence of estrogen has not been well established and should be further investigated.
Recent experiments concerning the relationship between estrogen and the process of offline memory consolidation have also focused on sleep spindles. Genzel and colleagues determined that there was a menstrual effect on declarative and motor performance, meaning that women in the mid-luteal phase (high estrogen) performed higher than the other female participants. Women in the luteal phase were also the only participants to experience an increase in spindles after learning, which led to the conclusion that the effect of the menstrual cycle may be mediated by spindles and female hormones. 
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