Influence of sleep on tensor palatini EMG and upper airway resistance in normal men

1991 ◽  
Vol 70 (6) ◽  
pp. 2574-2581 ◽  
Author(s):  
D. J. Tangel ◽  
W. S. Mezzanotte ◽  
D. P. White
Keyword(s):  
Eye Movement ◽  
Airway Resistance ◽  
Sleep Stage ◽  
Upper Airway ◽  
Sleep Stages ◽  
Normal Male ◽  
Rapid Eye Movement ◽  
Rapid Eye Movement Sleep ◽  
Airway Narrowing ◽  
Upper Airway Resistance

We propose that a sleep-induced decrement in the activity of the tensor palatini (TP) muscle could induce airway narrowing in the area posterior to the soft palate and therefore lead to an increase in upper airway resistance in normal subjects. We investigated the TP to determine the influence of sleep on TP muscle activity and the relationship between changing TP activity and upper airway resistance over the entire night and during short sleep-awake transitions. Seven normal male subjects were studied on a single night with wire electrodes placed in both TP muscles. Sleep stage, inspiratory airflow, transpalatal pressure, and TP moving time average electromyogram (EMG) were continuously recorded. In addition, in two of the seven subjects the activity (EMG) of both the TP and the genioglossus muscle simultaneously was recorded throughout the night. Upper airway resistance increased progressively from wakefulness through the various non-rapid-eye-movement sleep stages, as has been previously described. The TP EMG did not commonly demonstrate phasic activity during wakefulness or sleep. However, the tonic EMG decreased progressively and significantly (P less than 0.05) from wakefulness through the non-rapid-eye-movement sleep stages [awake, 4.6 +/- 0.3 (SE) arbitrary units; stage 1, 2.6 +/- 0.3; stage 2, 1.7 +/- 0.5; stage 3/4, 1.5 +/- 0.8]. The mean correlation coefficient between TP EMG and upper airway resistance across all sleep states was (-0.46). This mean correlation improved over discrete sleep-awake transitions (-0.76). No sleep-induced decrement in the genioglossus activity was observed in the two subjects studied.(ABSTRACT TRUNCATED AT 250 WORDS)

An induced blood pressure rise does not alter upper airway resistance in sleeping humans

1998 ◽  
Vol 84 (1) ◽  
pp. 269-276 ◽  
Author(s):  
Christine R. Wilson ◽  
Shalini Manchanda ◽  
David Crabtree ◽  
James B. Skatrud ◽  
Jerome A. Dempsey
Keyword(s):  
Blood Pressure ◽  
Arterial Pressure ◽  
Eye Movement ◽  
Airway Resistance ◽  
Pressure Rise ◽  
Upper Airway ◽  
Rapid Eye Movement ◽  
Rapid Eye Movement Sleep ◽  
Upper Airway Resistance ◽  
Blood Pressure Rise

Wilson, Christine R., Shalini Manchanda, David Crabtree, James B. Skatrud, and Jerome A. Dempsey. An induced blood pressure rise does not alter upper airway resistance in sleeping humans. J. Appl. Physiol. 84(1): 269–276, 1998.—Sleep apnea is associated with episodic increases in systemic blood pressure. We investigated whether transient increases in arterial pressure altered upper airway resistance and/or breathing pattern in nine sleeping humans (snorers and nonsnorers). A pressure-tipped catheter was placed below the base of the tongue, and flow was measured from a nose or face mask. During non-rapid-eye-movement sleep, we injected 40- to 200-μg iv boluses of phenylephrine. Parasympathetic blockade was used if bradycardia was excessive. Mean arterial pressure (MAP) rose by 20 ± 5 (mean ± SD) mmHg (range 12–37 mmHg) within 12 s and remained elevated for 105 s. There were no significant changes in inspiratory or expiratory pharyngeal resistance (measured at peak flow, peak pressure, 0.2 l/s or by evaluating the dynamic pressure-flow relationship). At peak MAP, end-tidal CO2 pressure fell by 1.5 Torr and remained low for 20–25 s. At 26 s after peak MAP, tidal volume fell by 19%, consistent with hypocapnic ventilatory inhibition. We conclude that transient increases in MAP of a magnitude commonly observed during non-rapid-eye-movement sleep-disordered breathing do not increase upper airway resistance and, therefore, will not perpetuate subsequent obstructive events.

High-throughput visual assessment of sleep stages in mice using machine learning

SLEEP ◽  
2021 ◽  
Author(s):  
Brian Geuther ◽  
Mandy Chen ◽  
Raymond J Galante ◽  
Owen Han ◽  
Jie Lian ◽  
...  
Keyword(s):  
Machine Learning ◽  
Eye Movement ◽  
High Throughput ◽  
Data Augmentation ◽  
Sleep Stage ◽  
Visual Assessment ◽  
Video Data ◽  
Sleep Stages ◽  
Rapid Eye Movement ◽  
Rapid Eye Movement Sleep

Abstract Study Objectives Sleep is an important biological process that is perturbed in numerous diseases, and assessment its substages currently requires implantation of electrodes to carry out electroencephalogram/electromyogram (EEG/EMG) analysis. Although accurate, this method comes at a high cost of invasive surgery and experts trained to score EEG/EMG data. Here, we leverage modern computer vision methods to directly classify sleep substages from video data. This bypasses the need for surgery and expert scoring, provides a path to high-throughput studies of sleep in mice. Methods We collected synchronized high-resolution video and EEG/EMG data in 16 male C57BL/6J mice. We extracted features from the video that are time and frequency-based and used the human expert-scored EEG/EMG data to train a visual classifier. We investigated several classifiers and data augmentation methods. Results Our visual sleep classifier proved to be highly accurate in classifying wake, non-rapid eye movement sleep (NREM), and rapid eye movement sleep (REM) states, and achieves an overall accuracy of 0.92 +/- 0.05 (mean +/- SD). We discover and genetically validate video features that correlate with breathing rates, and show low and high variability in NREM and REM sleep, respectively. Finally, we apply our methods to non-invasively detect that sleep stage disturbances induced by amphetamine administration. Conclusions We conclude that machine learning based visual classification of sleep is a viable alternative to EEG/EMG based scoring. Our results will enable non-invasive high-throughput sleep studies and will greatly reduce the barrier to screening mutant mice for abnormalities in sleep.

Metabolic rate and breathing during sleep

1985 ◽  
Vol 59 (2) ◽  
pp. 384-391 ◽  
Author(s):  
D. P. White ◽  
J. V. Weil ◽  
C. W. Zwillich
Keyword(s):  
Metabolic Rate ◽  
Eye Movement ◽  
Sleep Stage ◽  
Minute Ventilation ◽  
Respiratory Control ◽  
Normal Subjects ◽  
Co2 Production ◽  
Sleep Stages ◽  
Rapid Eye Movement ◽  
Rapid Eye Movement Sleep

Recent investigation suggests that both ventilation (VE) and the chemical sensitivity of the respiratory control system correlate closely with measures of metabolic rate [O2 consumption (VO2) and CO2 production (VCO2)]. However, these associations have not been carefully investigated during sleep, and what little information is available suggests a deterioration of the relationships. As a result we measured VE, ventilatory pattern, VO2, and VCO2 during sleep in 21 normal subjects (11 males and 10 females) between the ages of 21 and 77 yr. When compared with values for awake subjects, expired ventilation decreased 8.2 +/- 2.3% (SE) during sleep and was associated with a 8.5 +/- 1.6% decrement in VO2 and a 12.3 +/- 1.7% reduction in VCO2, all P less than 0.01. The decrease in ventilation was a product primarily of a significant decrease in tidal volume with little change in frequency. None of these findings were dependent on sleep stage with results in rapid-eye-movement (REM) and non-rapid-eye-movement sleep being similar. Through all sleep stages ventilation remained tightly correlated with VO2 and VCO2 both within a given individual and between subjects. Although respiratory rhythmicity was somewhat variable during REM sleep, minute ventilation continued to correlate with VO2 and VCO2. None of the parameters described above were influenced by age or gender, with male and female subjects demonstrating similar findings. Ten of the subjects demonstrated at least occasional apneas. These individuals, however, were not found to differ from those without apnea in any other measure of ventilation or metabolic rate.

Partitioning of inhaled ventilation between the nasal and oral routes during sleep in normal subjects

2003 ◽  
Vol 94 (3) ◽  
pp. 883-890 ◽  
Author(s):  
Michael F. Fitzpatrick ◽  
Helen S. Driver ◽  
Neela Chatha ◽  
Nha Voduc ◽  
Alison M. Girard
Keyword(s):  
Eye Movement ◽  
Slow Wave ◽  
Sleep Stage ◽  
Minute Ventilation ◽  
Normal Subjects ◽  
Sleep Stages ◽  
Rapid Eye Movement ◽  
Nasal Mask ◽  
Rapid Eye Movement Sleep ◽  
Significant Difference

The oral and nasal contributions to inhaled ventilation were simultaneously quantified during sleep in 10 healthy subjects (5 men, 5 women) aged 43 ± 5 yr, with normal nasal resistance (mean 2.0 ± 0.3 cmH2O · l−1 · s−1) by use of a divided oral and nasal mask. Minute ventilation awake (5.9 ± 0.3 l/min) was higher than that during sleep (5.2 ± 0.3 l/min; P < 0.0001), but there was no significant difference in minute ventilation between different sleep stages ( P = 0.44): stage 2 5.3 ± 0.3, slow-wave 5.2 ± 0.2, and rapid-eye-movement sleep 5.2 ± 0.2 l/min. The oral fraction of inhaled ventilation during wakefulness (7.6 ± 4%) was not significantly different from that during sleep (4.3 ± 2%; mean difference 3.3%, 95% confidence interval −2.1–8.8%, P = 0.19), and no significant difference ( P = 0.14) in oral fraction was observed between different sleep stages: stage two 5.1 ± 2.8, slow-wave 4.2 ± 1.8, rapid-eye-movement 3.1 ± 1.7%. Thus the inhaled oral fraction in normal subjects is small and does not change significantly with sleep stage.

Influence of sleep on response to negative airway pressure of tensor palatini muscle and retropalatal airway

1993 ◽  
Vol 75 (5) ◽  
pp. 2117-2124 ◽  
Author(s):  
J. R. Wheatley ◽  
D. J. Tangel ◽  
W. S. Mezzanotte ◽  
D. P. White
Keyword(s):  
Eye Movement ◽  
Negative Pressure ◽  
Upper Airway ◽  
Normal Subjects ◽  
Rapid Onset ◽  
Reflex Response ◽  
Rapid Eye Movement ◽  
Rapid Eye Movement Sleep ◽  
Airway Narrowing ◽  
Airway Collapse

Increased retropalatal airway resistance may be caused by a sleep-induced loss of palatal muscle activity and a diminished ability of these muscles to respond to the increasing intrapharyngeal negative pressure that develops during sleep. To investigate these possibilities, in six normal subjects, we determined the effect of non-rapid-eye-movement sleep on 1) the tensor palatini (TP) electromyogram (EMG) response to rapid-onset negative-pressure generations (NPG) in the upper airway and 2) the collapsibility of the retropalatal airway during these NPGs. During wakefulness, the change in TP EMG from basal to peak levels (during NPG) was 19.8 +/- 3.2 arbitrary units (P < 0.005). This was markedly reduced during sleep (3.6 +/- 1.5 arbitrary units; P < 0.001). The latency of the TP EMG response was 48.5 +/- 5.6 ms during wakefulness but was prolonged during sleep (105.0 +/- 12.2 ms; P < 0.02). The peak transpalatal pressure during NPG (a measure of airway collapse) was 2.1 +/- 0.7 cmH2O during wakefulness and increased to 5.3 +/- 0.8 cmH2O during sleep (P < 0.05). We conclude that the brisk reflex response of the TP muscle to negative pressure during wakefulness is markedly reduced during non-rapid-eye-movement sleep, in association with a more collapsible retropalatal airway. We speculate that the reduction in this TP reflex response contributes to retropalatal airway narrowing during sleep in normal subjects.

Heat production during sleep

1984 ◽  
Vol 56 (3) ◽  
pp. 671-677 ◽  
Author(s):  
C. M. Shapiro ◽  
C. C. Goll ◽  
G. R. Cohen ◽  
I. Oswald
Keyword(s):  
Eye Movement ◽  
Heat Production ◽  
Indirect Calorimetry ◽  
Sleep Stage ◽  
Sleep Stages ◽  
Rapid Eye Movement ◽  
Rapid Eye Movement Sleep ◽  
Average Heat ◽  
Stage 4

Heat production during sleep was studied by continuous indirect calorimetry with simultaneous electroencephalographic monitoring. Controlling for gross influences on heat production, comparisons of heat production during different sleep stages showed heat production in stage 4 sleep to be significantly lower than in other sleep stages. There appeared to be a gradation in heat production in non-rapid-eye-movement stages of sleep with stage 2 higher and stage 4 lower than stage 3. Heat production in stage 4 was less variable than in any other sleep stage. Both the level and variability of heat production was similar in stage 2 and rapid-eye-movement sleep. Heat production during the night was 9% lower than during resting wakefulness. The average heat production in stage 4 sleep was 14.4% lower than resting wakeful values.

Effect of sleep and sighing on upper airway resistance in mongrel dogs

1994 ◽  
Vol 77 (2) ◽  
pp. 856-861 ◽  
Author(s):  
F. G. Issa ◽  
S. Porostocky ◽  
T. Feroah
Keyword(s):  
Eye Movement ◽  
Airway Resistance ◽  
Upper Airway ◽  
Pressure Profile ◽  
Rapid Eye Movement ◽  
Sleep State ◽  
Quiet Breathing ◽  
Upper Airway Resistance ◽  
Mongrel Dog

We investigated the effect of sleep and sighing on supratracheal resistance in unrestrained mongrel dogs breathing through the nose by comparing within-breath changes in upper airway pressure-flow relationship in control, sigh, and five postsigh breaths recorded during wakefulness and during non-rapid-eye-movement and rapid-eye-movement sleep. A sigh breath was characterized by a high tidal volume and was typically followed by an apnea of a variable duration. Sleep had little or no effect on supratracheal resistance, measured at peak flow rates, during quiet breathing (awake 7.3 +/- 0.4, non-rapid eye movement 8.3 +/- 0.4, and rapid eye movement 6.8 +/- 0.4 cmH2O.l–1.s). The resistance was identical in the early part of inspiration in control and sigh breaths but increased during the augmented phase of sigh breaths. Resistance at peak inspiratory flow was higher in sigh breaths than in control breaths in all sleep states. The flow-pressure profile of postsigh breaths was identical to that of control breaths in all sleep states. We conclude that upper airway resistance is essentially unaffected by sleep state in the mongrel dog and that sighing increases upper airway resistance regardless of sleep state.

Upper airway resistance and geniohyoid muscle activity in normal men during wakefulness and sleep

1990 ◽  
Vol 69 (4) ◽  
pp. 1252-1261 ◽  
Author(s):  
D. A. Wiegand ◽  
B. Latz ◽  
C. W. Zwillich ◽  
L. Wiegand
Keyword(s):  
Eye Movement ◽  
Rem Sleep ◽  
Muscle Activity ◽  
Airway Resistance ◽  
Upper Airway ◽  
Nrem Sleep ◽  
Supraglottic Airway ◽  
Rapid Eye Movement ◽  
Upper Airway Resistance ◽  
Normal Men

Sleep-related reduction in geniohyoid muscular support may lead to increased airway resistance in normal subjects. To test this hypothesis, we studied seven normal men throughout a single night of sleep. We recorded inspiratory supraglottic airway resistance, geniohyoid muscle electromyographic (EMGgh) activity, sleep staging, and ventilatory parameters in these subjects during supine nasal breathing. Mean inspiratory upper airway resistance was significantly (P less than 0.01) increased in these subjects during all stages of sleep compared with wakefulness, reaching highest levels during non-rapid-eye-movement (NREM) sleep [awake 2.5 +/- 0.6 (SE) cmH2O.l-1.s, stage 2 NREM sleep 24.1 +/- 11.1, stage 3/4 NREM sleep 30.2 +/- 12.3, rapid-eye-movement (REM) sleep 13.0 +/- 6.7]. Breath-by-breath linear correlation analyses of upper airway resistance and time-averaged EMGgh amplitude demonstrated a significant (P less than 0.05) negative correlation (r = -0.44 to -0.55) between these parameters in five of seven subjects when data from all states (wakefulness and sleep) were combined. However, we found no clear relationship between normalized upper airway resistance and EMGgh activity during individual states (wakefulness, stage 2 NREM sleep, stage 3/4 NREM sleep, and REM sleep) when data from all subjects were combined. The timing of EMGgh onset relative to the onset of inspiratory airflow did not change significantly during wakefulness, NREM sleep, and REM sleep. Inspiratory augmentation of geniohyoid activity generally preceded the start of inspiratory airflow. The time from onset of inspiratory airflow to peak inspiratory EMGgh activity was significantly increased during sleep compared with wakefulness (awake 0.81 +/- 0.04 s, NREM sleep 1.01 +/- 0.04, REM sleep 1.04 +/- 0.05; P less than 0.05). These data indicate that sleep-related changes in geniohyoid muscle activity may influence upper airway resistance in some subjects. However, the relationship between geniohyoid muscle activity and upper airway resistance was complex and varied among subjects, suggesting that other factors must also be considered to explain sleep influences on upper airway patency.

Heavy snoring with upper airway resistance syndrome may induce intrinsic positive end-expiratory pressure

1998 ◽  
Vol 85 (3) ◽  
pp. 860-866 ◽  
Author(s):  
Frédéric Lofaso ◽  
Anne Marie Lorino ◽  
Redouane Fodil ◽  
Marie Pia D’Ortho ◽  
Daniel Isabey ◽  
...  
Keyword(s):  
Airway Resistance ◽  
Work Of Breathing ◽  
Upper Airway ◽  
Rapid Eye Movement Sleep ◽  
Positive End Expiratory Pressure ◽  
Upper Airway Resistance Syndrome ◽  
Upper Airway Resistance ◽  
Lung Resistance ◽  
Compliance Model ◽  
Inspiratory Work

We studied eight heavy snorers with upper airway resistance syndrome to investigate potential effects of sleep on expiratory airway and lung resistance, intrinsic positive end-expiratory pressure, hyperinflation, and elastic inspiratory work of breathing (WOB). Wakefulness and non-rapid-eye-movement sleep with high- and with low-resistance inspiratory effort (H-RIE and L-RIE, respectively) were compared. No differences in breathing pattern were seen across the three conditions. In contrast, we found increases in expiratory airway and lung resistance during H-RIE compared with L-RIE and wakefulness (56 ± 24, 16 ± 4, and 11 ± 4 cmH2O ⋅ l−1 ⋅ s, respectively), with attendant increases in intrinsic positive end-expiratory pressure (5.4 ± 1.8, 1.4 ± 0.5, and 1.3 ± 1.3 cmH2O, respectively) and elastic WOB (6.1 ± 2.2, 3.7 ± 1.2, and 3.4 ± 0.7 J/min, respectively). The increase in WOB during H-RIE is partly caused by the effects of dynamic pulmonary hyperinflation produced by the increased expiratory resistance. Contrary to the Starling model, a multiple-element compliance model that takes into account the heterogeneity of the pharynx may explain flow limitation during expiration.

Load compensation and respiratory muscle function during sleep

1992 ◽  
Vol 72 (4) ◽  
pp. 1221-1234 ◽  
Author(s):  
K. G. Henke ◽  
M. S. Badr ◽  
J. B. Skatrud ◽  
J. A. Dempsey
Keyword(s):  
Eye Movement ◽  
Chest Wall ◽  
Muscle Activity ◽  
Respiratory Muscle ◽  
Airway Resistance ◽  
Upper Airway ◽  
Rapid Eye Movement Sleep ◽  
Compensatory Mechanisms ◽  
Ventilatory Control ◽  
Load Compensation

The sleeping state places unique demands on the ventilatory control system. The sleep-induced increase in airway resistance, the loss of consciousness, and the need to maintain the sleeping state without frequent arousals require the presence of complex compensatory mechanisms. The increase in upper airway resistance during sleep represents the major effect of sleep on ventilatory control. This occurs because of a loss of muscle activity, which narrows the airway and also makes it more susceptible to collapse in response to the intraluminal pressure generated by other inspiratory muscles. The magnitude and timing of the drive to upper airway vs. other inspiratory pump muscles determine the level of resistance and can lead to inspiratory flow limitation and complete upper airway occlusion. The fall in ventilation with this mechanical load is not prevented, as it is in the awake state, because of the absence of immediate compensatory responses during sleep. However, during sleep, compensatory mechanisms are activated that tend to return ventilation toward control levels if the load is maintained. Upper airway protective reflexes, intrinsic properties of the chest wall, muscle length-compensating reflexes, and most importantly chemoresponsiveness of both upper airway and inspiratory pump muscles are all present during sleep to minimize the adverse effect of loading on ventilation. In non-rapid-eye-movement sleep, the high mechanical impedance combined with incomplete load compensation causes an increase in arterial PCO2 and augmented respiratory muscle activity. Phasic rapid-eye-movement sleep, however, interferes further with effective load compensation, primarily by its selective inhibitory effects on the phasic activation of postural muscles of the chest wall. The level and pattern of ventilation during sleep in health and disease states represent a compromise toward the ideal goal, which is to achieve maximum load compensation and meet the demand for chemical homeostasis while maintaining sleep state.

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