Time structure analysis of leg movements during sleep in REM sleep behavior disorder

STUDY OBJECTIVES: To compare the time structure of leg movements (LM) during sleep of patients with rapid eye movement (REM) sleep behavior disorder (RBD) with that of patients with restless legs syndrome (RLS) or control subjects. DESIGN: The polysomnographically recorded tibialis anterior activity during sleep was analyzed by means of a new approach able to consider duration, intermovement interval, sleep stage and time of night distribution, and periodicity. PATIENTS AND PARTICIPANTS: Twenty patients with idiopathic RBD, 37 with idiopathic RLS and 14 age-matched control subjects were consecutively recruited. MEASUREMENTS AND RESULTS: Most patients with RBD (85%) presented periodic leg movements during sleep (PLMS). PLMS occurred more frequently during non-REM sleep in patients with RLS and during REM sleep in patients with RBD. PLMS were shorter in duration, less often bilateral, and with a higher intermovement interval in patients with RBD compared to those with RLS. The number of PLMS decreased across the night in patients with RBD and in those with RLS, but not in control subjects. In all subjects, LM periodicity clearly depended on sleep state, with higher values during non-REM than during REM sleep. Patients with RBD showed a lower LM periodicity, compared with patients with RLS, in each of the sleep states. CONCLUSIONS: Significant differences, together with some similarities in LM time structure, were observed between patients with RBD and those with RLS; for this reason, our approach seems to indicate that their phenotype might be dependent on 2 factors: disease and sleep stage.     

Lack of effects of pramipexole on REM sleep behavior disorder in Parkinson disease

STUDY OBJECTIVES: REM sleep behavior disorder (RBD) is a common manifestation of Parkinson disease (PD) which is characterized by dream-enacting behaviors, unpleasant dreams, and loss of muscle atonia during REM sleep. Dopaminergic mechanisms are thought to play a role in RBD pathogenesis. To further asses such a role, we have evaluated the effect of pramipexole, a dopamine receptor agonist, on RBD features in PD patients. SETTING: University hospital sleep disorder center. PARTICIPANTS: Eleven PD patients with untreated RBD. interventions: Not applicable. MEASUREMENTS AND RESULTS: In a prospective study, 11 consecutive PD patients with untreated RBD on levodopa monotherapy were placed on pramipexole to further ameliorate their parkinsonism. The effects on RBD were evaluated before and 3 months after stable pramipexole therapy through patient and bed partner interviews and blind assessment of video-polysomnographic measures. Pramipexole improved parkinsonism in all patients. Patients and bed partners reported no significant changes in frequency and severity of the abnormal RBD related motor and vocal sleep behaviors or the frequency of unpleasant dreams. Video-polysomnography analyses showed no differences in RBD related sleep measures including tonic submental electromyographic activity, phasic submental electromyographic activity, percentage of REM sleep time spent with abnormal behaviors, and severity of the abnormal behaviors detected on the videotapes. CONCLUSION: In PD, pramipexole improved parkinsonism but did not modify RBD related symptoms and objective video-polysomnographic abnormalities. This observation suggests that in PD, dopamine mechanisms do not play a central role in the pathogenesis of RBD.     

Excessive Muscle Activity Increases Over Time in Idiopathic REM Sleep Behavior Disorder

Study Objectives:

Rapid eye movement (REM) sleep behavior disorder (RBD) is characterized by excessive electromyographic (EMG) activity due to dysfunction of the brainstem structures modulating REM sleep atonia. Patients with idiopathic RBD often develop a neurodegenerative disease, such as Parkinson disease, over the years, suggesting progression of an underlying pathologic process in the brainstem. It is unknown if the excessive EMG activity in REM sleep changes over time in patients with idiopathic RBD.

Setting:

University hospital sleep disorders center.

Participants:

Eleven patients with idiopathic RBD who were studied at baseline and after a mean follow-up of 5 years.

Interventions:

NA.

Measurements and Results:

Eleven patients with idiopathic RBD underwent polysomnography (PSG) at the moment of the diagnosis of RBD (PSG1) and after a mean follow-up of 5 years (PSG2). Tonic EMG activity in PSG1 and PSG2 was blindly quantified and compared in the mentalis muscle during REM sleep. Phasic EMG activity in PSG1 and PSG2 was blindly quantified and compared in the mentalis muscle, both biceps brachii, and both anterior tibialis during REM sleep. Patients were 9 men and 2 women with a mean age of 73.2 ± 5.4 years and a mean RBD duration of 10.7 ± 5.3 years at PSG2. In each of the 5 muscles and combination of muscles evaluated, phasic EMG activity was significantly greater in PSG2 than in PSG1 (P < 0.022 in all muscles studied). Mentalis tonic EMG activity increased from 30% to 54% (P = 0.013). No correlation was found between age of the patients and quantity of EMG activity at PSG1 (tonic; P = 0.69, phasic P = 0.89) and at PSG2 (tonic; P = 0.16, phasic; P = 0.42).

Conclusion:

Excessive tonic and phasic EMG activity during REM sleep increases over time in subjects with idiopathic RBD. This finding suggests that, in subjects with idiopathic RBD, there is an underlying progressive pathologic process damaging the brainstem structures that modulate REM sleep.

Citation:

Iranzo A; Ratti PL; Casanova-Molla J; Serradell M; Vilaseca I; Santamaria J. Excessive muscle activity increases over time in idiopathic REM sleep behavior disorder. SLEEP 2009;32(9):1149-1153.     

EMG variance during polysomnography as an assessment for REM sleep behavior disorder

STUDY OBJECTIVES: In a previous study, we validated a polysomnographic assessment for REM sleep behavior disorder (RBD). The method proved to be reliable but required slow, labor-intensive visual scoring of surface electromyogram (EMG) activity. We therefore developed a computerized metric to assess EMG variance and compared the results to those previously published for visual scoring, bed partner-rated RBD symptom scores, and clinical assessments by sleep medicine specialists. DESIGN: Retrospective validation of new computer algorithm. SETTING: Sleep research laboratory PARTICIPANTS: Twenty-three subjects: 17 with neurodegenerative disorders (9 with probable or possible RBD), and 6 controls. INTERVENTIONS: N/A METHODS: We visually scored 2 consecutive nocturnal polysomnograms for each subject. A computer algorithm calculated the variance of the chin EMG during all 3-second mini-epochs, and compared variances during REM sleep to a threshold defined by variances during quiet NREM sleep. The percentage of all REM mini-epochs with variance above this threshold created a metric, which we refer to as the supra-threshold REM EMG activity metric (STREAM) for each subject. RESULTS: The STREAM correlated highly with the visually-derived score for RBD severity (Spearman rho = 0.87, P < 0.0001). A clinical impression of probable or possible RBD was associated to a similar extent with both STREAM (Wilcoxon rank sum test, P = 0.009) and the visually-derived score (P = 0.018). An optimal STREAM cutoff identified probable or possible RBD with 100% sensitivity and 71% specificity. The RBD symptom score correlated with both STREAM (rho = 0.42, P = 0.046) and the visual score (rho = 0.42, P = 0.048). CONCLUSIONS: These results suggest that a new, automated assessment for RBD may provide as much utility as a more time-consuming manual approach.     

A quantitative statistical analysis of the submentalis muscle EMG amplitude during sleep in normal controls and patients with REM sleep behavior disorder

The aim of this study was to evaluate quantitatively the amplitude of the submentalis muscle EMG activity during sleep in controls and in patients with idiopathic REM sleep behavior disorder (RBD) or with RBD and multiple system atrophy (MSA). We recruited 21 patients with idiopathic RBD, 10 with MSA, 10 age-matched and 24 young normal controls. The average amplitude of the rectified submentalis muscle EMG signal was used for the assessment of atonia and a Sleep Atonia Index was developed; moreover, also chin muscle activations were detected and their duration and interval analyzed. The Sleep Atonia Index was able to distinguish clearly REM from NREM sleep in normal controls with values very close to 1 in young normal subjects and only slightly (but significantly) lower in old controls. Idiopathic RBD patients showed a further significant decrease of this index; MSA patients showed the lowest values of REM Sleep Atonia Index, which were very well distinguishable from those of normal controls and of idiopathic RBD patients. The distribution of the duration of chin activations was monomodal in all groups, with idiopathic RBD patients showing the highest levels. This study is a really quantitative attempt to provide practical indices for the objective evaluation of EMG atonia during REM sleep and of EMG activations. Our proposed Sleep Atonia Index can have a practical application in the clinical evaluations of patients and represents an additional useful parameters to be used in conjunction with the other criteria for the diagnosis of this sleep motor disorder.     

Searching for a marker of REM sleep behavior disorder: submentalis muscle EMG amplitude analysis during sleep in patients with narcolepsy/cataplexy

STUDY OBJECTIVES: To evaluate the amplitude of submentalis muscle EMG activity during sleep in patients with narcolepsy/cataplexy with or without REM sleep behavior disorder (RBD). DESIGN: Observational study with consecutive recruitment. SETTINGS: Sleep laboratory. PATIENTS: Thirty-four patients with narcolepsy/cataplexy and 35 age-matched normal controls. MEASUREMENTS AND RESULTS: Half the patients (17 subjects) had a clinical and video polysomnographic diagnosis of RBD. The average amplitude of the rectified submentalis muscle EMG signal was used to assess muscle atonia, and the new REM sleep Atonia Index was computed. Chin muscle activations were detected and their duration and interval analyzed. REM sleep Atonia Index was lower in both patient groups (with narcolepsy patients with RBD showing the lowest values) with respect to controls, and it did not correlate with age as it did in controls. The total number of chin EMG activations was significantly higher in both patient groups than controls. No significant differences were found between the two groups of patients, although more chin EMG activations were noted in narcolepsy patients with RBD than those without. CONCLUSIONS: Elevated muscle activity during REM sleep is the only polysomnographic marker of RBD. This study shows that polysomnographically evident RBD is present in many patients with narcolepsy/ cataplexy. This condition might be specific to narcolepsy/cataplexy, reflecting a peculiar form of REM sleep related motor dyscontrol (i.e., status dissociatus), paving the way to enacting dream behaviors, and correlated with the specific neurochemical and neuropathological substrate of narcolepsy/cataplexy.     

Phasic muscle activity during REM sleep in infancy-normal maturation and contrastive abnormality in SIDS/ALTE and West syndrome

The generation of phasic muscle activity during REM sleep is regulated by the brainstem. We proposed two sleep indices for phasic muscle activity during REM sleep, and examine their usefulness in assessing normal brainstem maturation and functional brainstem impairment during infancy. One - the dissociation index (DI) - seems to reflect maturation of the tonic inhibitory system functioning during REM sleep, and the other - % body movements in REMs bursts (%BMs-R) - to reflect that of the phasic one. In normal infants, DI showed a gradual, linear and significant increase with age, whereas %BMs-R showed a gradual and significant decrease with age. In infants with sudden infant death syndrome (SIDS) and one who had experienced apparent life-threatening events (ALTE), the DI values were lower than those in controls, although %BMs-R values were identical in the controls. In contrast, DI was variable in infants with West syndrome (WS), while %BMs-R exceeded normal values. The tonic inhibitory system seemed to be specifically involved in SIDS and ALTE, but the phasic inhibitory one in WS. Anatomical differences between these inhibitory systems are also discussed.     

Cognitive dysfunction and REM sleep behavior disorder: Key findings in the literature and preliminary longitudinal findings

A considerable proportion of subjects initially diagnosed with idiopathic REM sleep behavior disorder (iRBD) are reported to convert to a neurodegenerative disorder, mainly synucleinopathies.     

特发性和继发性快速眼动睡眠行为障碍的睡眠结构研究

目的：探讨快速眼动睡眠行为障碍（REM sleep behavior disorder,RBD）患者的睡眠结构改变。方法：纳入的22例患者符合国际睡眠障碍协会（第2版）的RBD诊断标准,16例患者符合RBD主要诊断标准以及英国脑库的PD、2005年国际路易体痴呆协作组或者2008年多系统萎缩第2版的诊断标准。同时纳入年龄、性别匹配的健康对照19例。利用日本光电32信道9200K脑电图机,所有患者均完成多项睡眠图监测（PSG）,记录脑电图、眼球运动、下颌和肢体肌电活动、心电图、经鼻气流、胸腹部呼吸运动、血氧、鼾声等多个项目,并录像监测患者的行为。使用Polysmith软件和视觉评估分析睡眠结构、呼吸、运动等相关指标。结果：RBD患者展现了典型临床表现和电生理改变。特发性RBD组（72．7％）较继发性RBD组（43．8％）显示有更多的夜间活动和言语,差异有统计学意义（P=0．071）。特发性RBD在睡眠结构并未发生明显改变,仅有周期性腿动（PLM）指数增高。继发性RBD与特发性RBD和健康对照相比,总体睡眠时间缩短、睡眠效率减低、睡眠潜伏期和REM潜伏期延迟、Ⅱ期和REM睡眠减少、Ⅰ期睡眠增加、低通气指数增高、PLM指数增高。结论：特发性RBD患者具有更多的夜间行为异常,而睡眠结构无改变,仅有PLM指数增加;而继发性RBD出现明显的睡眠结构紊乱、呼吸紊乱以及PLM异常。     

Elevated PEM (phasic electromyographic metric) rates identify rapid eye movement behavior disorder patients on nights without behavioral abnormalities

OBJECTIVE: To determine the validity of the phasic electromyographic metric (PEM) to differentiate patients with a history suggestive of rapid eye movement behavior disorder (REMBD) on laboratory nights without overt dream-enactment behavior. METHODS: PEM was quantified as the % of 2.5-sec intervals with phasic muscle activity of 100-msec duration with an amplitude of at least 4 times background activity in 11 patients and 31 elderly controls. Data were derived from both REM and NREM sleep from 5 muscle groups (mentalis, left/right anterior tibialis, left/right brachioradialis). RESULTS: Relative to controls, REMBD patients had significantly higher levels of PEM activity in all recordings. The largest differences occurred during REM sleep for the mentalis and brachioradialis channels. Similar results were obtained by limiting quantification of PEM to the final REM period of the night and could be accomplished by individuals with no previous familiarity with polysomnography. DISCUSSION: PEM may be a useful metric to characterize the REM related phasic muscle activity on patients with a history of REMBD, even when no overt dream-enactment behaviors are detected on a laboratory night.     

Processing of auditory stimuli during tonic and phasic periods of REM sleep as revealed by event-related brain potentials

SUMMARY The brain has been reported to be more preoccupied with dreams during phasic than during tonic REM sleep. Whether these periods also differ in terms of the processing of external stimuli was examined. Event-related brain potentials (ERPs) to a frequent standard tone of 1000 Hz ( P = 97%) and infrequent deviant tones of 1100 and 2000 Hz ( P = 1.5% for each) were recorded ( n = 13) during wakefulness and nocturnal sleep. An ERP wave (called REM-P3) resembling a waking P3 wave was larger for the 2000 Hz deviant during tonic than during phasic REM sleep. Also the P210 wave was larger during tonic than during phasic REM sleep. A reliable mismatch negativity component appeared only in wakefulness. In summary, these results support the hypothesis that the brain is more 'open' for changes in an auditory input during tonic than phasic REM sleep.     

Arousal thresholds during human tonic and phasic REM sleep

The goal of the present study was to investigate arousal thresholds (ATs) in tonic and phasic episodes of rapid eye movement (REM) sleep, and to compare the frequency spectrum of these sub‐states of REM to non‐REM (NREM) stages of sleep. We found the two REM stages to differ with regard to behavioural responses to external acoustic stimuli. The AT in tonic REM was indifferent from that in sleep stage 2, and ATs in phasic REM were similar to those in slow‐wave sleep (stage 4). NREM and REM stages of similar behavioural thresholds were distinctly different with regard to their frequency pattern. These data provide further evidence that REM sleep should not be regarded a uniform state. Regarding electroencephalogram frequency spectra, we found that the two REM stages were more similar to each other than to NREM stages with similar responsivity. Ocular activity such as ponto‐geniculo‐occipital‐like waves and microsaccades are discussed as likely modulators of behavioural responsiveness and cortical processing of auditory information in the two REM sub‐states.     

Temporal analysis of REM sleep after nest-building behavior in nulliparous albino rat

EEG recording was performed, during nest-building behavior (NBB), from the hippocampus and sensorimotor cortex of nulliparous albino rats with simultaneous recordings of EMGs of neck-muscle and eye movements. The duration of NBB varied with a period of 4–5 days. However, the relative durations of behavioral transitions in NBB, i.e., nest-building, grooming, and sleeping, were regular in both long lasting and early terminated NBB. REM sleep was identified, in every instance, immediately after NBB. The latency of REM sleep was significantly tied to the termination of NBB without regard to the druation of NBB. Differences in the duration of NBB, however, affected REM-propensity: the longer the NBB was, the shorter the latency of REM sleep tended to be. NBB might accelerate the induction of the physiological condition responsible for REM sleep generation.     

Interobserver reliability of ICSD-R criteria for REM sleep behaviour disorder

We estimated the interobserver reliability (IR) of the diagnosis of rapid eye movement (REM) Sleep Behaviour Disorder (RBD) among trained neurologists, with the application of International Classification of Sleep Disorders Revised (ICSD-R), by means of videotaped interviews of people with motor sleep behaviour disorders of different nature. IR of clinical judgement for the diagnosis of RBD was "substantial" (Kappa 0.65); nevertheless, some criteria ('limb or body movement associated with dream mentation', criterion B, and 'sleep behaviours (that) disrupt sleep continuity', criterion C3) showed a 'moderate' IR, resulting from the intrinsic limitations of the patient report and terminological ambiguity. Further clarification of terminology of the ICSD-R criteria would be useful to improve the reliability.     

123I-MIBG cardiac scintigraphy provides clues to the underlying neurodegenerative disorder in idiopathic REM sleep behavior disorder

OBJECTIVE: RBD is considered to be a manifestation of an evolving synucleinopathy, such as Parkinson disease (PD), dementia of Lewy bodies (DLB), and multiple system atrophy (MSA). We tested whether the degree of accumulation of cardiac 123I-MIBG scintigraphy can distinguish the clinical syndromes associated with Lewy body-related disease from the syndrome of PSP (a tauopathy) and MSA. DESIGN: Cross-sectional. SETTING: University-based sleep disorders laboratory. PATIENTS: Subjects comprised 95 patients (31, idiopathic RBD; 26, PD; 10, MSA; 6, DLB; 13, progressive supranuclear palsy [PSP]) and 9 control subjects. INTERVENTION: To compare tracer uptake of cardiac 123I-MIBG between idiopathic RBD, PD, MSA, DLB, and PSP and control subjects. MEASUREMENTS AND RESULTS: Cardiac 123I-MIBG accumulation was evaluated by the heart/mediastinum (H/M) ratio. Mean value of the H/M ratio (early, delayed) was significantly reduced in patients with idiopathic RBD compared to MSA patients, PSP patients, control subjects (P < 0.001 in each group) and PD patients in early images (P < 0.05). There was a correlation between the H/M ratio and disease duration in the idiopathic RBD group. ROC analysis revealed that an H/M cut-off value of 1.9 was useful for differentiating RBD from MSA and PSP as well as distinguishing control subjects from those with RBD in both early and delayed images. CONCLUSION: Cardiac 123I-MIBG findings are similar among idiopathic RBD and the syndromes of PD and DLB, but differ from those of PSP and MSA.     

Short-term homeostasis of REM sleep assessed in an intermittent REM sleep deprivation protocol in the rat

An intermittent rapid eye movement (REM) sleep deprivation protocol was applied to determine whether an increase in REM sleep propensity occurs throughout an interval without REM sleep comparable with the spontaneous sleep cycle of the rat. Seven chronically implanted rats under a 12 : 12 light-dark schedule were subjected to an intermittent REM sleep deprivation protocol that started at hour 6 after lights-on and lasted for 3 h. It consisted of six instances of a 10-min REM sleep permission window alternating with a 20-min REM sleep deprivation window. REM sleep increased throughout the protocol, so that total REM sleep in the two REM sleep permission windows of the third hour became comparable with that expected in the corresponding baseline hour. Attempted REM sleep transitions were already increased in the second deprivation window. Attempted transitions to REM sleep were more frequent in the second than in the first half of any 20-min deprivation window. From one deprivation window to the next, transitions to REM sleep changed in correspondence to the amount of REM sleep in the permission window in-between. Our results suggest that: (i) REM sleep pressure increases throughout a time segment similar in duration to a spontaneous interval without REM sleep; (ii) it diminishes during REM sleep occurrence; and (iii) that drop is proportional to the intervening amount of REM sleep. These results are consistent with a homeostatic REM sleep regulatory mechanism that operates in the time scale of spontaneous sleep cycle.     

REM sleep deprivation and food competition in male rats

As a test of the hypothesis that REM deprivation lowers the threshold for “motivational” behaviors, 17 male rats that had been REM deprived were tested against 17 non-deprived male rats in three series of food competition tests, i.e., an immediate, a 3 hr, and a 48 hr series of posttreatment tests. The results provide support for the hypothesis that REM deprivation generally activates “motivational” behaviors, in that the REM deprived animals won more frequently as had been predicted. However, the response gradients of the two groups over the course of the postteatment test series did not conform to prediction. These data are discussed together with the results of other studies which suggest that perhaps the list of behaviors which have been subsumed under the category—“motivational behaviors” is too broad to be of real scientific value.     

Intrinsic dreams are not produced without REM sleep mechanisms: evidence through elicitation of sleep onset REM periods

The hypothesis that there is a strict relationship between dreams and a specific rapid eye movement (REM) sleep mechanism is controversial. Many researchers have recently denied this relationship, yet none of their studies have simultaneously controlled both sleep length and depth prior to non-REM (NREM) and REM sleep awakenings, due to the natural rigid order of the NREM--REM sleep cycle. The failure to control sleep length and depth prior to arousal has confounded interpretations of the REM-dreams relationship. We have hypothesised that different physiological mechanisms underlie dreaming during REM and NREM sleep, based on recent findings concerning the specificity of REM sleep for cognitive function. Using the Sleep Interruption Technique, we elicited sleep onset REM periods (SOREMP) from 13 normal subjects to collect SOREMP and sleep onset NREM (NREMP) dreams without the confounds described above. Regression analyses showed that SOREMP dream occurrences were significantly related to the amount of REM sleep, while NREMP dream occurrences were related to arousals from NREM sleep. Dream properties evaluated using the Dream Property Scale showed qualitative differences between SOREMP and NREMP dream reports. These results support our hypothesis and we have concluded that although 'dreaming' may occur during both REM and NREM periods as previous researchers have suggested, the dreams obtained from these distinct periods differ significantly in their quantitative and qualitative aspects and are likely to be produced by different mechanisms.     

Motor-Behavioral Episodes in REM Sleep Behavior Disorder and Phasic Events During REM Sleep

Study Objectives:

To investigate if sudden-onset motor-behavioral episodes in REM sleep behavior disorder (RBD) are associated with phasic events of REM sleep, and to explore the potential meaning of such an association.

Design:

Observational review analysis.

Setting:

Tertiary sleep center.

Patients:

Twelve individuals (11 males; mean age 67.6 ± 7.4 years) affected by idiopathic RBD, displaying a total of 978 motor-behavioral episodes during nocturnal in-laboratory video-PSG.

Interventions:

N/A

Measurements and Results:

The motor activity displayed was primitive in 69.1% and purposeful/semi-purposeful in 30.9% of the motor-behavioral episodes recorded. Sleeptalking was significantly more associated with purposeful/semi-purposeful motor activity than crying and/or incomprehensible muttering (71.0% versus 21.4%, P < 0.005). In 58.2% of the motor-behavioral episodes, phasic EEG-EOG events (rapid eye movements [REMs], α bursts, or sawtooth waves [STWs]) occurred simultaneously. Each variable (REMs, STWs, α bursts) was associated more with purposeful/semi-purposeful than with primitive movements (P < 0.05).

Conclusions:

Motor-behavioral episodes in RBD were significantly more likely to occur in association with phasic than with tonic periods of REM sleep. The presence of REMs, α bursts and STWs was found to be more frequent in more complex episodes. We hypothesize that motor-behavioral episodes in RBD are likely to occur when the brain, during REM sleep, is in a state of increased instability (presence of α bursts) and experiencing stronger stimulation of visual areas (REMs).

Citation:

Manni R; Terzaghi M; Glorioso M. Motor-behavioral episodes in REM sleep behavior disorder and phasic events during REM sleep. SLEEP 2009;32(2):241–245.     

The duration of REM sleep epic, odes in normal sleep

SUMMARY  The distributions of the durations of the first 3 REM sleep episodes have been analysed using a total of 134 overnight sleep recordings from 10 subjects. From investigation of the length of uninterrupted episodes of stage REM, it is shown that arousals to stage 0/1 could play an important part in the process of REM exit, and that by the middle of the sleep period, these arousals probably occur according to a Poisson process. During the first and second REM episodes a more complex process appears to be at work, which could reflect increased pressure for slow wave sleep. These findings suggest that the duration of a REM episode is determined by a process that has a large stochastic element, which is not necessarily tied to REM entry.