• 대한의용생체공학회:의공학회지
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• 제35권3호
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• pp.55-61
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• 2014

In sleep monitoring system, polysomnography (PSG) is the gold-standard but previous studies revealed that attaching numerous amount of sensors disturb sleep during the test which is the fundamental disadvantage of PSG. We suggest an unconstrained rapid-eye-movement (REM) sleep monitoring method measured with polyvinylidene (PVDF) film-based sensor for the normal and the obstructive sleep apnea (OSA) patients. Nine normal subjects and seventeen OSA patients have participated in the study. During REM sleep, rate and variability of respiration are known to be greater than in other sleep stages. Based on this phenomena, respiratory signals of participants were unconstrainedly measured using the PVDF-based sensor with the PSG and REM sleep were extracted from the average rate and variability of respiration. In epoch-by-epoch REM sleep detection, proposed method classified REM sleep with an average sensitivity of 72.3%, specificity of 92.5%, accuracy of 88.9%, and kappa statistic of 0.60 compared to the results of PSG. Student's t-test showed no significant difference between the results of normal and OSA group. This method is potentially applicable to REM sleep detection in homing environment or ambulatory monitoring.

• 수면정신생리
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• 제22권1호
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• pp.11-19
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• 2015

목 적 : 폐쇄성 수면무호흡 증후군(obstructive sleep apnea syndrome, 이하 OSAS)의 특징적 임상양상으로 주간졸림이 있다. 주간졸림과 수면무호흡의 심각도가 비례하는지에 대해서는 이론이 있다. 이러한 이론에는 불면증 정도가 두 변수의 상관관계에 영향을 줄 수 있다는 가정하에 본 연구자들은 피츠버그수면질지수(Pittsburgh Sleep Quality Index, 이하 PSQI) 정도가 주간졸림과 수면무호흡의 심각도의 연관관계에 어떠한 영향을 주는 지에 관해 연구하고자 하였다. 방 법 : 임상병력 및 야간수면다원검사(nocturnal polysomnography, 이하 NPSG)를 실시하여 OSAS로 진단된 235명의 남자 환자를 선정하였다. 전체 대상군의 수면 및 기분 관련 자가보고척도, 수면다원검사지수, 인구학적 척도를 조사하고 이들 사이의 단순상관분석을 시행하였다. 이후 전체 대상군을 PSQI가 5 이하인 A군(n = 75)과 5 초과인 B군(n = 160)으로 나누었다. 각 군에서 제어변수로 벡우울척도(Beck depression inventory, 이하 BDI) 및 벡불안척도(Beck anxiety inventory, 이하 BAI)를 설정하고 엡워스졸림척도(Epworth sleepiness scale, 이하 ESS)와 다른 척도들 간의 편상관관계분석을 시행하였다. 마지막으로 A군에서 주간졸림에 영향을 주는 요소를 알아보기 위해 ESS에 대해 다중회귀분석을 시행하였다. 결 과 : 전체 대상군에서 단순상관분석에서는 ESS와 수면무호흡 심각도 지수들인 무호흡-저호흡 지수(apnea-hypopnea index, 이하 AHI ) (r = 0.148, p = 0.023), 무호흡 지수(apnea index, 이하 AI) (r = 0.137, p = 0.036), 저호흡 지수(hypopnea index, 이하 HI) (r = 0.058, p = 0.377), 산소탈포화도지수(oxygen desaturation index, 이하 ODI)(r = 0.149, p = 0.022), 각성 총지수(arousal total index, 이하 ATI) (r = 0.129, p = 0.048) 간에 미약한 상관관계를 보이거나 상관관계가 없었다. A군에서 ESS와 AHI ($r_p=0.313$, p = 0.008), AI ($r_p=0.339$, p = 0.004), ODI ($r_p=0.289$, p = 0.015), ATI ($r_p=0.256$, p = 0.031) 간에 양의 유의한 상관관계를 보였다. B군에서는 ESS와 수면무호흡의 심각도 척도 간에 유의한 상관관계를 보이지 않았다. A군에서 다중회귀분석 결과 ESS에 통계적으로 유의한 영향을 끼치는 요인으로 AI (t = 2.996, p = 0.004), BAI (t = 2.721, p = 0.008)가 있었다. 결 론 : 주간졸림 정도와 수면무호흡 중증도 간의 유의한 연관성은 A군에서만 관찰되었다. 이 결과는 OSAS 환자가 호소하는 주간졸음을 평가할 때 불면 증상에 대해 고려해야 한다는 것을 시사한다.

• Tuberculosis and Respiratory Diseases
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• 제45권1호
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• pp.153-168
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• 1998

연구배경: 폐쇄성 수면 무호흡 증후군 환자들에서 동반될 수 있는 전신성 고혈압과 심부정백을 포함한 심혈관계 기능 부전은 장기사망률을 증가시키는 중요한 요인으로 생각되고 있다. 그러나 이들 환자에서 심혈관계 기능부전이 발생하는 병태생리학적 기전에 관한 정설은 확립 되지 못한 실정이다. 방 법: 저자들은 폐쇄성 수면 무호흡 증후군 환자 29명과 대조군 25명을 대상으로 수면다원검사, 각성시와 수면 중 요 catecholamines 농도 측정, 24 시간 활동중 심전도 및 혈압 감시를 실시하여 자료를 비교 분석함으로써 폐쇄성 수면 무호흡이 전신성 혈압, 심조율 및 요 catecholamines 농도 변화에 미치는 영향을 이해하고자 하였다. 결 과: 1) 요 norepinephrine (UNE) 및 epinephrine(UEP) 농도는 페쇄성 수면 무호흡증후군환자와 대조군 모두에서 각성시에 비하여 수면중에 유의하게 감소하였다(P<0.01). 폐쇄성 수면 무호흡 증후군 환자들의 수면중 UNE 농도는 대조군에 비하여 유의하게 높았으나(P<0.05), 각성시 UNE 농도는 대조군과 유의한 차이가 없었다. 두군 모두에서 전신성 고혈압의 동반 여부와 각성시 및 수면중 UNE 및 UEP 농도 상호간의 관련성은 없었다. 2) 폐쇄성 수면 무호흡 증후군 환자들에서는 수면 중 혈압 하강이 없는 경우 (non-dipper) 가 통계적으로 유의하지는 않았으나 대조군에 비하여 많은 경향을 보였으며(P=0.089), 수면중 혈압 하강의 유무와 전신성 고혈압의 동반 여부와는 상호 관련성이 없었다. 3) 전체 연구 대상에서 각성시 및 수면중 평균 수축기 혈압은 무호흡지수, 무호흡-저호흡지수, 수면중 최저 산소포화도, 수면중 산소 탈포화정도와 상호 관련성이 있었으며, 수면중 UNE 농도는 무호흡지수, 무호흡-저호흡지수, 수면중 최저 산소포화도 및 산소 탈포화정도, 수면중 평균 수축기 혈압과 관련성이 있었다. 4) 무호흡지수가 20 이상인 14명의 폐쇄성 수면 무호흡 증후군 환자들에서 무호흡 시기 동안의 섬박동수는 무호흡이 시작되기 전에 비하여 감소하였고, 무호흡이 끝나고 호흡이 재개되는 시기에는 우호흡이 시작되기 전에 비하여 유의한 증가를 보였으며 (P<0.01), 이러한 변화는 무호흡의 기간이 길수록 더욱 현저하였다 (P<0.01). 무호흡 시기와 무호흡이 끝나고 호흡이 재개되는 시기의 심박동수 차이 (${\Delta}HR$) 는 무호흡 발생 전후의 동맥혈 산소포화도의 차이 (${\Delta}SaO_2$)와 매우 유의한 상관관계를 보였다 (r=0.223, P<0.001). 5) 심부정맥의 발생 빈도는 두군 사이에 유의한 차이가 없었으며, 대조군에서는 심실성 기외수축이 각성시에 비하여 수면중에 현저히 감소하였으나(P<0.05), 폐쇄성 수면 무호흡 증후군 환자들에서는 수면중에도 각성시와 차이가 없었다. 결 론: 폐쇄성 수면 무호흡 증후군 환자들은 수면중에 무호홉, 저산소증 및 각성의 주기가 반복됨으로써 교감신경계 활성도의 변화가 초래될 수 있으며, 반복되는 저산소증과 교감신경계 활성도 증가는 전신성 혈압 및 심기능의 변화를 포함한 여러 가지 심혈관계 기능부전의 발생에 영향을 미칠 것으로 생각된다.

• Journal of Oral Medicine and Pain
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• 제23권4호
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• pp.419-432
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• 1998

The purpose of this Study was to examine the efficacy and compliance of a mandibular advancement device(MAD) according to the severity of sleep apnea in the snorers and obstructive sleep apnea patients. Fifty-four patients (45 males, 9 females, aged 20 - 68years ) who visited Seoul National Uiversity Dental Hospital(SNUDH) to seek for the treatment of snoring and sleep apnea were classified into four groups according to the results of the nocturnal polysomnography and they were instructed to wear MAD regularly which was designed to increase the size of the upper airway by advancing the mandible. The evaluation of the efficacy and compliance of the MAD according to the severity of apnea and the duration after the usage of MAD ( 1week, 1month, 3months, 6months, 12months) was made by using quesionnaires mad in Department of Oral Medicine and Oral diagnosis, SNUDH. The obtained results were as follows : 1. All subjects results were habitual snoreres and 43 patients(79.6%) complained the loudness of snoring that can be heard out of the room. 2. Apnea index(AI) of the total subjects was mean 29.4$\pm$26.9 and respiratory disturbance index(RDI)was mean 37.6$\pm$28.0. And there was nodifference in the efficacy and the compliances of MAD according to the severity of apnea. 3. The severityi of apnea by the questionnaires significantly corresponded with the results of nocturnal polysomnography, and this fact potentiated the diagnostic value of the questionnaire. 4. after the usage of MAD, there was significant improvement in the frequency of snoring, the loudness of snoring, frequency of apnea, daytime sleepiness nad the refreshment after sleep(p<0.001) regardless of the apnea index(AI) and respiratory distrubance index(RDI). 5. The degree of the satisfaction with MAD was mean 74.4$\pm$18.4% and that of the discomfort with the MAD was 31.4$\pm$19.6%. But there was no serious complication in occlusion and temporomandibular joint with the usage of MAD and the duration of the discomfort was mean 3.3$\pm$2.2 weeks. 6. Forty-one patients(75.9%) continued the usage of MAD but thirteen patients(24.1%) stopped the use of MAD because of the discomforts and insufficient results with it.

• 수면정신생리
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• 제6권1호
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• pp.19-25
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• 1999

Sleep alters both breathing pattern and the ventilatory responses to external stimuli. These changes during sleep permit the development or aggravation of sleep-related hypoxemia in patients with respiratory disease and contribute to the pathogenesis of apneas in patients with the sleep apnea syndrome. Fundamental effects of sleep on the ventilatory control system are 1) removal of wakefulness input to the upper airway leading to the increase in upper airway resistance, 2) loss of wakefulness drive to the respiratory pump, 3) compromise of protective respiratory reflexes, and 4) additional sleep-induced compromise of ventilatory control initiated by reduced functional residual capacity on supine position assumed in sleep, decreased $CO_2$ production during sleep, and increased cerebral blood flow in especially rapid eye movement(REM) sleep. These effects resulted in periodic breathing during unsteady non-rapid eye movement(NREM) sleep even in normal subjects, regular but low ventilation during steady NREM sleep, and irregular breathing during REM sleep. Sleep-induced breathing instabilities are divided due primarily to transient increase in upper airway resistance and those that involve overshoots and undershoots in neural feedback mechanisms regulating the timing and/or amplitude of respiratory output. Following ventilatory overshoots, breathing stability will be maintained if excitatory short-term potentiation is the prevailing influence. On the other hand, apnea and hypopnea will occur if inhibitory mechanisms dominate following the ventilatory overshoot. These inhibitory mechanisms include 1) hypocapnia, 2) inhibitory effect from lung stretch, 3) baroreceptor stimulation, 4) upper airway mechanoreceptor reflexes, 5) central depression by hypoxia, and 6) central system inertia. While the respiratory control system functions well during wakefulness, the control of breathing is commonly disrupted during sleep. These changes in respiratory control resulting in breathing instability during sleep are related with the pathophysiologic mechanisms of obstructive and/or central apnea, and have the therapeutic implications for nocturnal hypoventilation in patients with chronic obstructive pulmonary disease or alveolar hypoventilation syndrome.

• Journal of Oral Medicine and Pain
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• 제41권1호
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• pp.7-15
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• 2016

Purpose: Mandibular advancement device (MAD) is widely recognized as an important treatment option for obstructive sleep apnea (OSA) and is readily accepted than any other treatment options owing to its simplicity and ambulatory nature. At this time, there are a multitude of MAD designs and their efficacies may be influenced by adjustment and retention mechanism. The MAD with the anterior connector (anteriorly adjustable mandibular advancement device, AAMAD) was newly developed in the Department of Oral Medicine, Dankook University Dental Hospital (Cheonan, Korea) and was prescribed for the OSA patients including snoring patients. Thus, this study was aimed to objectively investigate the effectiveness of the AAMAD on the OSA patients using the self-applied portable device (ApneaLink), and evaluate the treatment outcomes among patients with various severity of OSA level. Methods: Results of the treatment of fourteen patients (13 male, 1 female) with the AAMAD were retrospectively analyzed. Each patient underwent home sleep test before treatment and were divided into two groups, i.e., those with mild (apnea-hypopnea index [AHI] ${\geq}5$ and <15) to moderate OSA (AHI ${\geq}15$ and <30) and severe OSA (AHI ${\geq}30$). After treatment, home sleep test was conducted again and treatment outcomes were compared between mild to moderate and severe OSA patients. Results: Of all patients, 78.6% showed more than 50% AHI reduction. We found a significant reduction (85.3%) of AHI in the severe OSA patients. Patients with mild to moderate OSA showed the reduced AHI (56.1%). Conclusions: We concluded that AAMAD is an effective oral appliance for the majority of OSA patients.

• 대한의용생체공학회:의공학회지
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• 제35권4호
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• pp.95-98
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• 2014

The baroreflex is one kind of homeostatic mechanisms to regulate acute blood pressure (BP) changes by controlling heartbeat interval (HBI). To quantify the effect of baroreflex, we suggested a new approach of analyzing Granger causality between systolic BP (SBP) and HBI. The index defined as baroreflex effectiveness (BRE) was generated by the hypothesis that more effectual baroreflex would be related to more effective Granger causal influence of SBP on HBI. Six obstructive sleep apnea (OSA) patients (apnea-hypopnea index, AHI ${\geq}5$ events/hr) and six normal subjects participated in the study. Their SBP and HBI during nocturnal sleep were obtained from a non-invasive continuous BP measurement device. While the BRE ($mean{\pm}SD$) of normal subjects was $47.0{\pm}4.0%$, OSA patients exhibited the BRE of $34.0{\pm}3.8%$. The impaired baroreflex function of OSA patients can be explained by the physiological mechanism associated with recurrent hypoxic episodes during sleep. Thus, the significantly lower BRE in OSA patients verified the availability of Granger causality analysis to evaluate baroreflex during sleep. Furthermore, the range of BRE obtained from normal subjects was not overlapped with that obtained from OSA patients. It suggests the potential of BRE as a new helpful tool for diagnosing OSA.

• Journal of Sleep Medicine
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• 제15권2호
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• pp.48-54
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• 2018

Objectives: The aim of this study was to develop a predicting model for the optimal continuous positive airway pressure (CPAP) for obstructive sleep apnea (OSA) patient with obesity by using a machine learning. Methods: We retrospectively investigated the medical records of 162 OSA patients who had obesity [body mass index (BMI) ≥ 25] and undertaken successful CPAP titration study. We divided the data to a training set (90%) and a test set (10%), randomly. We made a random forest model and a least absolute shrinkage and selection operator (lasso) regression model to predict the optimal pressure by using the training set, and then applied our models and previous reported equations to the test set. To compare the fitness of each models, we used a correlation coefficient (CC) and a mean absolute error (MAE). Results: The random forest model showed the best performance {CC 0.78 [95% confidence interval (CI) 0.43-0.93], MAE 1.20}. The lasso regression model also showed the improved result [CC 0.78 (95% CI 0.42-0.93), MAE 1.26] compared to the Hoffstein equation [CC 0.68 (95% CI 0.23-0.89), MAE 1.34] and the Choi's equation [CC 0.72 (95% CI 0.30-0.90), MAE 1.40]. Conclusions: Our random forest model and lasso model ($26.213+0.084{\times}BMI+0.004{\times}$apnea-hypopnea index+$0.004{\times}oxygen$ desaturation index-$0.215{\times}mean$ oxygen saturation) showed the improved performance compared to the previous reported equations. The further study for other subgroup or phenotype of OSA is required.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제48권5호
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• pp.277-283
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• 2022

Objectives: The main purpose of the present study was to investigate the associations between the risk of obstructive sleep apnea (OSA) and chronic orofacial pain in a nationally representative sample of the Korean population. Materials and Methods: Data from the 8th wave Korean national health and nutrition examination survey, which was conducted from 2019 to 2020 were analyzed. This study included 5,780 Koreans (2,503 males, 3,277 females) over 40 years of age. The presence of subjective chronic facial pain lasting more than 3 months was evaluated based on a self-reported questionnaire. The risk of OSA was determined using the STOP-BANG questionnaire. Data related to anthropometric and sociodemographic factors; diagnostic history of hypertension, depression, and OSA; level of health-related quality of life and stress awareness; health-related behaviors, including smoking and alcohol drinking; and sleep duration were collected. The participants were classified into two groups according to the presence of chronic facial pain. Results: The level of health-related quality of life and stress awareness showed significant differences between the two groups. The sleep duration on weekends also presented significant differences. No significant differences were observed in the presence of snoring and observed apnea, while participants with chronic facial pain showed significantly higher levels of tiredness between the groups. The risk of OSA evaluated by STOP-BANG questionnaire showed significant differences between groups; however, the risk of OSA seemed to be higher in participants without chronic facial pain. Conclusion: The participants with chronic facial pain demonstrated decreased sleep duration, lower health-related quality of life, and increased stress and tiredness. Even though, the role of OSA in the development of chronic facial pain was inconclusive from the study, it is possible that ethnicity play a role in relationship between OSA and chronic facial pain.

• 대한임상검사과학회지
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• 제40권2호
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• pp.129-134
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• 2008

Obstructive sleep apnea syndrome (OSAS) is occurred by apnea by the obstruction of upper trachea while sleeping, followed by repetitive drop on arterial oxygen saturation ($SpO_2$). Therefore, the present study was focused on relation between $SpO_2$ of while having difficulty in breathing and clinical characteristics of OSAS while sleeping. The study took place at Ewha women university Mokdong hospital with 149 subjects (male 121, female 28) who were examined for polysomnography (PSG) from May 2007 to February 2008. All subjects were adhered to electrodes and sensors to measure electroencephalogram (EEG), electrooculogram (EOG), chin & leg electromyogram (EMG), airflow at nasal and oral cavities, breathing movement of chest and abdominal snoring sound and $SpO_2$. Lowest $SpO_2$ in male was meaningfully low with higher body mass index (BMI), louder snoring sound and thick neck circumference (p<0.01). While mean $SpO_2$ based on the degree of AHI did not show significant difference, lowest $SpO_2$ was significantly low with high AHI (p<0.001). Also, lowest $SpO_2$ was closely correlated with BMI (r=-00.343, p<0.001), snoring sound (r=0.177, p<0.05), apnea index (r=-0.589, p<0.001), hypopnea index (r=-0.336, p<0.001) and apnea-hypopnea index (r=-0.664, p<0.001). $SpO_2$ was closely related to clinical characteristics of OSAS, like male, BMI, snoring sound and neck circumference. Also, polysomnography accompanied by recent development of sleep study is considered as critical test to diagnose OSAS, decide the severity of illness, and evaluate the treatment plan.