2.Effect of Positional therapy on Patients with Obstructive Sleep Apnea: Meta-Analysis.
Eunsang LEE ; Ji Ho CHOI ; Bora LEE ; Jae Hyun JUNG ; Sang Woo SEON ; Seungjae LEE ; Hyo Jun KIM ; Jae Yong LEE
Journal of Rhinology 2017;24(2):94-103
BACKGROUND AND OBJECTIVES: Positional therapy is a therapeutic method for obstructive sleep apnea (OSA). However, little is known about the effectiveness of positional OSA treatment based on meta-analysis. Therefore, we undertook a review and meta-analysis of studies to assess the effect of positional therapy on OSA. SUBJECTS AND METHOD: We searched PubMed (Medline), OVID Medline, EMBASE, Cochrane Library, SCOPUS, KoreaMed, MedRIC, and KSI KISS using the key words “obstructive sleep apnea” and “positional therapy”. To estimate the effect of positional OSA therapy, we analyzed the ratio of means (ROM) for pre- and post-treatment polysomnographic data including apnea-hypopnea index (AHI), lowest oxygen saturation, arousal index, and sleep efficiency. RESULTS: Finally, twenty two studies from 21 papers were included in the meta-analysis. Positional therapy significantly decreased AHI by 54.1% [ROM, 0.459; 95% confidence interval (CI), 0.394 to 0.534] and increased lowest oxygen saturation by 3.3% (ROM, 1.033; 95% CI, 1.020 to 1.046). However, positional therapy did not significantly change arousal index (ROM, 0.846; 95% CI, 0.662 to 1.081) or sleep efficiency (ROM, 1.008; 95% CI, 0.990 to 1.027). CONCLUSION: Positional therapy significantly improves respiratory parameters including AHI and lowest oxygen saturation in patients with OSA.
Arousal
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Humans
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Methods
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Oxygen
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Polysomnography
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Sleep Apnea, Obstructive*
4.AG200 and polysomnography in patients with obstructive sleep apnea-hypopnea syndrome.
Leilei YU ; Jianjun SUN ; Xi CHEN ; Wei YUAN ; Yang LIU ; Chengyong ZHOU ; Baochun SUN ; Yanling WEN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2014;28(21):1691-1693
OBJECTIVE:
To study the clinical value of polysomnography (PSG) and ApneaGraph (AG200) in the diagnosis evaluation of obstructive sleep apnea hypopnea syndrome (OSAHS).
METHOD:
From January to December in 2012, 67 OSAHS patients diagnosed by PSG were examined by AG200. The apnea hypopnea index (AHI), hypopnea index (HI), apnea index (AI), the lowest oxygen saturation (LSaO2) was were detected and the results were analyzed statistically.
RESULT:
Significant differences were observed in AI, AHI, LSaO2 between AG200 and PSG (P < 0.05, respectively). No statistically significant difference was found in HI. The differences in HI between AG200 and PSG were not significant (P > 0.05). AHI, HI and LSaO2 was were significantly correlated between AG200 and PSG (r = 0.870, 0.743, 0.374, 0.716, P < 0.01).
CONCLUSION
AG200 could not replace PSG but could identify the level of upper airway obstruction.
Female
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Humans
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Male
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Polysomnography
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methods
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Sleep Apnea, Obstructive
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diagnosis
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physiopathology
5.The research of sleep staging based on single-lead electrocardiogram and deep neural network
Ran WEI ; Xinghua ZHANG ; Jinhai WANG ; Xin DANG
Biomedical Engineering Letters 2018;8(1):87-93
The polysomnogram (PSG) analysis is considered the golden standard for sleep staging under the clinical environment. The electroencephalogram (EEG) signal is the most important signal for classification of sleep stages. However, in-vivo signal recording and analysis of EEG signal presents us with a few technical challenges. Electrocardiogram signals on the other hand, are easier to record, and can provide an attractive alternative for home sleep monitoring. In this paper we describe a method based on deep neural network (DNN), which can be used for the classification of the sleep stages into Wake (W), rapid-eye-movement (REM) and non-rapid-eye-movement (NREM) sleep stage. We apply the sleep stage stacked autoencoder to constitute a 4-layer DNN model. In order to test the accuracy of our method, eighteen PSGs from the MIT-BIH Polysomnographic Database were used. A total of 11 features were extracted from each electrocardiogram recording The experimental design employs cross-validation across subjects, ensuring the independence of the training and the test data. We obtained an accuracy of 77% and a Cohen's kappa coefficient of about 0.56 for the classification of Wake, REM and NREM.
Classification
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Electrocardiography
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Electroencephalography
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Hand
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Methods
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Polysomnography
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Research Design
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Sleep Stages
6.Evaluation of neuromuscular activity in patients with obstructive sleep apnea using chin surface electromyography of polysomnography.
Guo-ping YIN ; Jing-ying YE ; De-min HAN ; Xiao-yi WANG ; Yu-huan ZHANG ; Yan-ru LI
Chinese Medical Journal 2013;126(1):16-21
BACKGROUNDIt is believed that defects in upper airway neuromuscular control play a role in sleep apnea pathogenesis. Currently, there is no simple and non-invasive method for evaluating neuromuscular activity for the purpose of screening in patients with obstructive sleep apnea. This study was designed to assess the validity of chin surface electromyography of routine polysomnography in evaluating the neuromuscular activity of obstructive sleep apnea subjects and probe the neuromuscular contribution in the pathogenesis of the condition.
METHODSThe chin surface electromyography of routine polysomnography during normal breathing and obstructive apnea were quantified in 36 male patients with obstructive sleep apnea. The change of chin surface electromyography from normal breathing to obstructive apnea was expressed as the percent compensated electromyography value, where the percent compensated electromyography value = (normal breath surface electromyography - apnea surface electromyography)/normal breath surface electromyography, and the percent compensated electromyography values among subjects were compared. The relationship between sleep apnea related parameters and the percent compensated electromyography value was examined.
RESULTSThe percent compensated electromyography value of the subjects varied from 1% to 90% and had a significant positive correlation with apnea hypopnea index (R(2) = 0.382, P < 0.001).
CONCLUSIONSRecording and analyzing chin surface electromyography by routine polysomnography is a valid way of screening the neuromuscular activity in patients with obstructive sleep apnea. The neuromuscular contribution is different among subjects with obstructive sleep apnea.
Adult ; Chin ; physiopathology ; Electromyography ; methods ; Humans ; Male ; Middle Aged ; Polysomnography ; methods ; Sleep Apnea, Obstructive ; pathology ; physiopathology
7.Detecting sleep apnea/hypopnea events with a wearable respiratory inductive plethysmograph system.
Zhengbo ZHANG ; Yaqiong BI ; Mengsun YU ; Taihu WU ; Ruoxin LI
Journal of Biomedical Engineering 2008;25(2):318-322
The wearable respiratory inductive plethysmograph(RIP) system is a non-intrusive respiratory monitoring system. Sleep monitoring was performed on 9 human subjects suspected of having sleep apnea hypersomnolence syndrome (SAHS) and 7 healthy volunteers using both the wearable RIP system and the conventional polysomnography(PSG), and the sensitivity and specificity of the wearable RIP system were analyzed by comparison with the PSG results. According to the characteristic of the wearable RIP system in detecting sleep apnea/hypopnea event, the diagnostic criteria of sleep apnea/hypopnea event were put forward. All subjects with SAHS diagnosed by the wearable RIP were confirmed by PSG,the sensitivity and specificity of the wearable RIP system for detecting sleep apnea/hypopnea events were 99.0% and 94.6% respectively. The wearable RIP system can be used reliably in detecting sleep apnea/hypopnea events. This system can be used at home for detecting the sleep apnea/hypopnea events non-intrusively.
Equipment Design
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Humans
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Plethysmography
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instrumentation
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methods
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Polysomnography
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instrumentation
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methods
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Sleep Apnea Syndromes
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diagnosis
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physiopathology
8.Efficacy and Safety of Newly Developed Korean Continuous Positive Airway Pressure Treatment in Patients with Obstructive Sleep Apnea Syndrome.
Jong In JEONG ; Jung Joo LEE ; Seonwoo KIM ; Su Jin KIM ; Sang Duk HONG ; Seung Kyu CHUNG ; Hun Jong DHONG ; Hojoong KIM ; Hyo Yeol KIM
Journal of Rhinology 2016;23(1):6-16
BACKGROUND AND OBJECTIVES: Obstructive sleep apnea syndrome(OSAS) is characterized by repeated apnea, hypopnea, and micro-arousals during sleep. Among various treatment modalities of OSAS, continuous positive airway pressure(CPAP) treatment is the most effective and successful. The aim of this study was to compare efficacy and safety of newly developed Korean CPAP with standard CPAP in OSAS patients. MATERIALS AND METHOD: In total, 20 of 26 recruited OSAS patients completed the study. All subjects first used the standard CPAP for 4 weeks. After an at least 2 week wash-out period, the subjects used the newly developed CPAP for 4 weeks. Polysomnography, questionnaires associated with sleep, lipid profile, pulmonary function test, cardiac marker, and physical examinations were evaluated at baseline and were followed-up after each treatment. RESULTS: After treatment with the newly developed CPAP, the apnea-hypopnea index was decreased from 53.2/hr to 2.5/hr and was equivalent to that of the standard CPAP. Most of the changes in questionnaire scores, laboratory findings, and physical examinations after newly developed CPAP treatment were equivalent to those with standard CPAP. No serious adverse events were observed during the study. CONCLUSION: The efficacy and safety of a newly developed CPAP are equivalent to those of standard CPAP in OSAS patients.
Apnea
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Continuous Positive Airway Pressure*
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Humans
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Methods
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Physical Examination
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Polysomnography
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Respiratory Function Tests
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Sleep Apnea, Obstructive*
10.Effects of sleep deprivation on polysomnography and executive function in patients with depression.
Yingzhi LU ; Qingtao REN ; Li ZONG ; Yingli WU ; Qinfeng ZHANG ; Xiuqing MA ; Jinyu PU ; Hanzhen DONG ; Qingqing LIU ; Yunxiang TANG ; Lisheng SONG ; Xingshi CHEN ; Xiao PAN ; Yi CUI
Chinese Medical Journal 2014;127(18):3229-3232
BACKGROUNDSleep deprivation (SD) has been used in treatment of depression disorder, and could effectively improve the patients' depressive symptoms.The aim of the study was to explore the effects of SD on electroencephalographic (EEG) and executive function changes in patients with depression.
METHODSEighteen depression patients (DPs) and 21 healthy controls (HCs) were enrolled in the present study. The whole night polysomnography (PSG) was recorded by Neurofax-1518K (Nihon Kohden, Japan) system before and after 36 hours of SD. The level of subjects' depression state was assessed by Visual Analogue Scale (VAS), and the executive function was assessed by Wisconsin Card Sorting Test (WCST).
RESULTSSignificantly decreased sleep latency (SL; before SD: (31.8 ± 11.1) minutes, after SD: (8.8 ± 5.2) minutes, P < 0.01) and REM sleep latency (RL; before SD: (79.8 ± 13.5) minutes, after SD: (62.9 ± 10.2) minutes, P < 0.01) were found after SD PSG in depression patients. Decreased Stage 1 (S1; before SD: (11.7 ± 2.9)%, after SD: (7.3 ± 1.1)%, P < 0.01) and Stage 2 (S2, before SD: (53.8 ± 15.5)%, after SD: (42.3 ± 14.7)%, P < 0.05) of non-rapid eye movement (NREM) sleep, and increased Stage 3 (S3, before SD: (11.8 ± 5.5)%, after SD: (23.6 ± 5.8)%, P < 0.01) and Stage 4 (S4, before SD: (8.8 ± 3.3)%, after SD: (27.4 ± 4.8)%, P < 0.01) NREM sleep were also found. After SD, the depression level in patients decreased from 6.7 ± 2.1 to 2.9 ± 0.7 (P < 0.01). In WCST, the patients showed significantly decreased Response errors (Re, before SD: 22.3 ± 2.4, after SD: 18.3 ± 2.7, P < 0.01) and Response preservative errors (Rpe, before SD: 11.6 ± 3.6, after SD: 9.3 ± 2.9, P < 0.05). Depression patients' RE (t = 2.17, P < 0.05) and Rpe (t = 2.96, P < 0.01) also decreased significantly compared to healthy controls.
CONCLUSIONSD can improve depression symptom and executive function in depression patients.
Adult ; Depression ; physiopathology ; Female ; Humans ; Male ; Middle Aged ; Polysomnography ; methods ; Sleep Deprivation ; physiopathology