Validation of a Wrist-Worn Reflectance Pulse Oximeter During Sleep and Prediction of Obstructive Sleep Apnea: A Proof-of-Concept Study (Preprint)

2021 ◽  
Author(s):  
Hyunjun Jung ◽  
Dongyeop Kim ◽  
Wonkyu Lee ◽  
Hyejung Seo ◽  
Jinwoo Seo ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Oxygen Saturation ◽  
Pulse Oximetry ◽  
Pulse Oximeter ◽  
Mean Squared Error ◽  
Oxygen Desaturation ◽  
Apnea Hypopnea Index ◽  
Obstructive Sleep ◽  
Reflectance Pulse Oximetry

BACKGROUND Obstructive sleep apnea (OSA) is a common sleep disorder characterized by repetitive upper airway obstruction during sleep, thereby resulting in oxygen desaturation, frequent arousals, and increased sympathetic activity. Wearable devices that measure peripheral oxygen saturation have been developed for the screening of OSA. OBJECTIVE This study aimed to validate and characterize the estimation function of oxygen saturation measured by wrist-worn reflectance pulse oximetry during sleep and to predict the derived OSA using the oxygen desaturation index (ODI). METHODS Oxygen saturation was simultaneously measured using reflectance pulse oximetry from the Samsung Galaxy Watch 4 series (SM-R890N, SM-R860N, Samsung Electronics Co.; GW4) and transmittance pulse oximetry from polysomnography as a reference (SpO2Ref). The performance was evaluated by the root mean squared error (RMSE) and coverage rate, and it was compared according to the apnea-hypopnea index (AHI). The GW4-ODI was used to predict moderate to severe OSA. RESULTS A total of 97 adults (44.4 ± 13.0 years; men 76.3%, women 23.7%) participated in this study. Depending on the AHI, participants were classified as either normal (n=18), mild (n=21), moderate (n=23), or severe OSA (n=35). Wrist-worn reflectance pulse oximetry showed an overall RMSE of 2.3% and negligible bias of -0.2%. A Bland-Altman density plot showed good agreement of oxygen saturation between GW4 and the reference pulse oximeter. RMSEs were 1.65 ± 0.57%, 1.76 ± 0.65%, 1.93 ± 0.54%, and 2.93 ± 1.71% for normal, mild, moderate, and severe OSA, respectively. GW4-ODI ≥5/h had the highest predictive ability for moderate to severe OSA with a sensitivity of 89.7%, a specificity of 64.1%, an accuracy of 79.4%, and an area under the curve of 0.908 (95% CI, 0.852–0.963). CONCLUSIONS GW4 was successfully validated for measuring oxygen saturation with reflectance pulse oximetry during sleep. This study demonstrates the feasibility of GW4 for screening moderate to severe OSA.

scholarly journals Increasing Hypopnea in Sleep Breathing Disturbance Improves Postoperative Oxygen Saturation in Patients with Very Severe Obstructive Sleep Apnea

2020 ◽  
Vol 10 (18) ◽  
pp. 6539 ◽  
Author(s):  
Ethan I. Huang ◽  
Shu-Yi Huang ◽  
Yu-Ching Lin ◽  
Chieh-Mo Lin ◽  
Chin-Kuo Lin ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Oxygen Saturation ◽  
Pulse Oximetry ◽  
Apnea Hypopnea Index ◽  
Severe Obstructive Sleep Apnea ◽  
Oxyhemoglobin Saturation ◽  
Surgical Success ◽  
Obstructive Sleep ◽  
The Mean

In patients of very severe obstructive sleep apnea (OSA) with confined framework, reducing volume is difficult to achieve a postoperative apnea-hypopnea index (AHI) qualifying the classical surgical success. However, a higher AHI with a larger part of hypopneas may have similar or even less severity of oxygen (O2) desaturation, compared to a lower index mostly made of apneas. Here, in 27 consecutive enrolled patients, we show that besides the improvement of mean AHI, the multilevel surgery increased hypopnea in AHI from 29.1% to 77.3%, and improves postoperative O2 saturation by reducing desaturation frequency (mean desaturation index decreased from 62.5 to 24.4 events/h) and level (mean oxyhemoglobin saturation of pulse oximetry (SpO2) desaturation cut down from 10.0 to 5.8%). The mean SpO2 improved from 92.3% to 94.7%, and the improvement was positively related to the proportion increase of hypopnea/AHI. The results suggest that the non-framework surgery could help patients with very severe OSA whose AHIs are ≥60 events/h in terms of improving postoperative O2 saturation. Due to the improvement also presented in those not qualified as classical surgical success, further studies are needed to clarify the connection between O2 desaturation and various consequences to reconsider defining a surgical success.

scholarly journals 0610 Prevalence of Positional Obstructive Sleep Apnea Based on 3% Vs 4% Oxygen Desaturation Using Home Sleep Apnea Testing

SLEEP ◽  
2020 ◽  
Vol 43 (Supplement_1) ◽  
pp. A233-A234
Author(s):  
M Mandal ◽  
R Rengan ◽  
S Rani ◽  
J Ramzy ◽  
M Vega Sanchez ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Oxygen Desaturation ◽  
Apnea Hypopnea Index ◽  
Apnea Test ◽  
Positional Obstructive Sleep Apnea ◽  
Obstructive Sleep ◽  
Respiratory Event ◽  
Home Sleep Apnea Testing ◽  
Definition Of

Abstract Introduction Approximately 30% of patient with obstructive sleep apnea (OSA) have positional OSA [non-supine apnea-hypopnea index (AHI) < 5 events/hr]. However, the prevalence is based on variable definitions for hypopneas related to the degree of oxygen desaturation. In addition, use of a home sleep apnea test (HSAT) to identify positional OSA is limited. We hypothesized that in patients evaluated with an HSAT, using a definition for hypopneas based on 4% compared to 3% oxygen desaturation will significantly decrease the percentage diagnosed with positional OSA. Methods Fourteen patients with positional OSA based on a non-supine respiratory event index (REI) < 5 events/hr were included. The initial diagnosis was determined based on a hypopnea definition of ≥ 3% oxygen desaturation. The studies were reanalyzed using a hypopnea definition of ≥ 4% oxygen desaturation. Results Fourteen patients [9 (64%) males, 46±14 yrs, BMI 31±6 kg/m2, ESS 7±5, REI 9±3 events/hr, mean SaO2 94±2%, lowest SaO2 81±6%, %TST SaO2 < 90% 4±6%] were identified with positional OSA (supine REI 16±7 events/hr, non-supine REI 3±1 events/hr) using a hypopneas definition of ≥ 3% oxygen desaturation. When reanalyzed using a hypopnea ≥ 4% oxygen desaturation there was a significant decrease in the REI to 7±2 events/hr (p<0.001). Three patients (21%) no longer were considered to have OSA. These patients were younger (32±14 vs. 50±11yrs, p=0.03) and had less severe OSA (REI 6±1 vs. 9±3 events/hr (p=0.04), but there was no difference in BMI (32±11 vs. 31±5 kg/m2, p=0.9) or mean and lowest SaO2 (96±0.4 vs. 94±2%, p=0.13, and 82±8 vs. 81±6%, p=0.9, respectively). Conclusion In patients with mild positional OSA, using a hypopnea definition of at least 4% vs. 3% oxygen desaturation on a HSAT will have a significant effect on the overall REI and often exclude patients who would otherwise be treated for OSA. Support None.

Long-term Results for Maxillomandibular Advancement to Treat Obstructive Sleep Apnea: A Meta-analysis

2019 ◽  
Vol 160 (4) ◽  
pp. 580-593 ◽  
Author(s):  
Macario Camacho ◽  
Michael W. Noller ◽  
Michael Del Do ◽  
Justin M. Wei ◽  
Christopher J. Gouveia ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Oxygen Saturation ◽  
Long Term Results ◽  
Cochrane Library ◽  
Apnea Hypopnea Index ◽  
International Literature ◽  
Maxillomandibular Advancement ◽  
Obstructive Sleep

Objective To examine outcomes in the intermediate term (1 to <4 years), long term (4 to <8 years), and very long term (≥8 years) for maxillomandibular advancement (MMA) as treatment for obstructive sleep apnea (OSA). Data Sources The Cochrane Library, Google Scholar, Embase, Cumulative Index to Nursing and Allied Health, and PubMed/MEDLINE. Review Methods Three authors systematically reviewed the international literature through July 26, 2018. Results A total of 445 studies were screened, and 6 met criteria (120 patients). Thirty-one patients showed a reduction in apnea-hypopnea index (AHI) from a mean 48.3 events/h (95% CI, 42.1-54.5) pre-MMA to 8.4 (95% CI 5.6, 11.2) in the intermediate term. Fifty-four patients showed a reduction in AHI from a mean 65.8 events/h (95% CI, 58.8-72.8) pre-MMA to 7.7 (95% CI 5.9, 9.5) in the long term. Thirty-five showed a reduction in AHI from a mean 53.2 events/h (95% CI 45, 61.4) pre-MMA to 23.1 (95% CI 16.3, 29.9) in the very long term. Improvement in sleepiness was maintained at all follow-up periods. Lowest oxygen saturation improvement was maintained in the long term. Conclusion The current international literature shows that patients with OSA who were treated with MMA maintained improvements in AHI, sleepiness, and lowest oxygen saturation in the long term; however, the mean AHI increased to moderate OSA in the very long term. Definitive generalizations cannot be made, and additional research providing individual patient data for the intermediate term, long term, and very long term is needed.

scholarly journals Examination of Pulse Oximetry Tracings to Detect Obstructive Sleep Apnea in Patients with Advanced Chronic Obstructive Pulmonary Disease

2014 ◽  
Vol 21 (3) ◽  
pp. 171-175 ◽  
Author(s):  
Adrienne S Scott ◽  
Marcel A Baltzan ◽  
Norman Wolkove
Keyword(s):  
Chronic Obstructive Pulmonary Disease ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Pulse Oximetry ◽  
Pulmonary Disease ◽  
Time Scale ◽  
Apnea Hypopnea Index ◽  
Chronic Obstructive ◽  
Obstructive Pulmonary Disease ◽  
Obstructive Sleep

Nocturnal hypoxemia and obstructive sleep apnea (OSA) are common comorbidities in patients with chronic obstructive pulmonary disease (COPD). The authors sought to develop a strategy to interpret nocturnal pulse oximetry and assess its capacity for detection of OSA in patients with stage 3 to stage 4 COPD. A review of consecutive patients with COPD who were clinically prescribed oximetry and polysomnography was conducted. OSA was diagnosed if the polysomnographic apnea-hypopnea index was >15 events/h. Comprehensive criteria were developed for interpretation of pulse oximetry tracings through iterative validation and interscorer concordance of ≥80%. Criteria consisted of visually identified desaturation ‘events’ (sustained desaturation ≥4%, 1 h time scale), ‘patterns’ (≥3 similar desaturation/saturation cycles, 15 min time scale) and the automated oxygen desaturation index. The area under the curve (AUC), sensitivity, specificity and accuracy were calculated. Of 59 patients (27 male), 31 had OSA (53%). The mean forced expiratory volume in 1 s was 46% of predicted (range 21% to 74% of predicted) and 52% of patients were on long-term oxygen therapy. Among 59 patients, 35 were correctly identified as having OSA or not having OSA, corresponding to an accuracy of 59%, with a sensitivity and specificity of 59% and 60%, respectively. The AUC was 0.57 (95% CI 0.55 to 0.59). Using software-computed desaturation events (hypoxemia ≥4% for ≥10 s) indexed at ≥15 events/h of sleep as diagnostic criteria, sensitivity was 60%, specificity was 63% and the AUC was 0.64 (95%CI 0.62 to 0.66). No single criterion demonstrated important diagnostic utility. Pulse oximetry tracing interpretation had a modest diagnostic value in identifying OSA in patients with moderate to severe COPD.

Predictors of Surgical Outcomes of Uvulopalatopharyngoplasty for Obstructive Sleep Apnea Hypopnea Syndrome

2011 ◽  
Vol 145 (6) ◽  
pp. 1049-1054 ◽  
Author(s):  
Yuan Ping Xiong ◽  
Hong Liang Yi ◽  
Shan Kai Yin ◽  
Li Li Meng ◽  
Xu Lan Tang ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Lipid Metabolism ◽  
Sleep Apnea ◽  
Oxygen Saturation ◽  
Success Rate ◽  
Surgical Outcomes ◽  
Apnea Hypopnea Index ◽  
Glucose And Lipid Metabolism ◽  
Obstructive Sleep ◽  
Hypopnea Syndrome

Objectives. To investigate predictors of surgical outcomes of uvulopalatopharyngoplasty (UPPP) for obstructive sleep apnea hypopnea syndrome (OSAHS). Study Design. Case series with planned data collection. Setting. A university medical center. Subjects and Methods. Thirty-nine patients with OSAHS received Z-palatopharyngoplasty (ZPPP) or Han-uvulopalatopharyngoplasty (H-UPPP). All patients were evaluated within 3 months before surgery and at 6 to 12 months after surgery. Statistical analyses were conducted on preoperative parameters that could have affected surgical efficacy and outcome. Success was defined as an apnea–hypopnea index (AHI) fewer than 20 times per hour and a decrease of more than 50%. Results. The success rate was 56.4% (22/39 patients). There were statistically significant differences in AHI, lowest oxygen saturation (L-Sao2), time with oxygen saturation less than 90% (CT90), percentage of time with oxygen saturation less than 90% (CT90%), microarousal index (MI), apolipoprotein E (ApoE), high-density lipoprotein (HDL), fasting blood glucose (FBG), and Friedman OSA stage between the treatment success and failure groups. Higher success rate was predicted by lower severity, as indicated by lower AHI, CT90, CT90%, and MI; higher L-Sao2; and fewer glucose and lipid metabolism abnormalities, shown by lower ApoE and FBG and higher HDL. Conclusions. Disease severity, glucose and lipid metabolism, and Friedman OSA stage may be important predictors of surgical outcome of UPPP for OSAHS.

scholarly journals A Pharyngoplasty with a Dorsal Palatal Flap Expansion: The Evaluation of a Modified Surgical Treatment Method for Obstructive Sleep Apnea Syndrome—A Preliminary Report

2021 ◽  
Vol 10 (16) ◽  
pp. 3746
Author(s):  
Ewa Olszewska ◽  
Piotr Fiedorczuk ◽  
Adam Stróżyński ◽  
Agnieszka Polecka ◽  
Ewa Roszkowska ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Oxygen Saturation ◽  
Obstructive Sleep Apnea Syndrome ◽  
Sleep Apnea Syndrome ◽  
Apnea Hypopnea Index ◽  
Upper Airways ◽  
Sleep Study ◽  
Obstructive Sleep ◽  
Apnea Syndrome

Surgical techniques for obstructive sleep apnea syndrome (OSAS) constantly evolve. This study aims to assess the effectiveness and safety of a new surgical approach for an OSAS pharyngoplasty with a dorsal palatal flap expansion (PDPFEx). A total of 21 participants (mean age 49.9; mean BMI 32.5) underwent a type III sleep study, an endoscopy of the upper airways, a filled medical history, a visual analog scale for snoring loudness, an Epworth Sleepiness Scale, and a Short Form Health Survey-36 questionnaire. A follow-up re-evaluation was performed 11 ± 4.9 months post-operatively. The study group (4 with moderate, 17 with severe OSAS) showed an improvement in all measured sleep study characteristics (p < 0.05), apnea-hypopnea index (pre-median 45.7 to 29.3 post-operatively, p = 0.009, r = 0.394), oxygen desaturation index (pre-median 47.7 and 23.3 post-operatively, p = 0.0005, r = 0.812), mean oxygen saturation (median 92% pre-operatively and median 94% post-operatively, p = 0.0002, r = 0.812), lowest oxygen saturation (p = 0.0001, r = 0.540) and time of sleep spent with blood oxygen saturation less than 90% (p = 0.0001, r = 0.485). The most commonly reported complications were throat dryness (11 patients) and minor difficulties in swallowing (5 patients transient, 3 patients constant). We conclude that a PDPFEx is a promising new surgical method; however, further controlled studies are needed to demonstrate its safety and efficacy for OSAS treatment in adults.

Agreement Between Oxygen Desaturation Index and Apnea-Hypopnea Index in Adults With Suspected Obstructive Sleep Apnea at an Altitude of 2240 m

2007 ◽  
Vol 43 (12) ◽  
pp. 649-654 ◽  
Author(s):  
Luis Torre-Bouscoulet ◽  
Armando Castorena-Maldonado ◽  
Rocío Baños-Flores ◽  
Juan Carlos Vázquez-García ◽  
María Sonia Meza-Vargas ◽  
...  
Keyword(s):  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Oxygen Desaturation ◽  
Apnea Hypopnea Index ◽  
Desaturation Index ◽  
Oxygen Desaturation Index ◽  
Obstructive Sleep

Observational Study of Obstructive Sleep Apnea in Wake-Up Stroke: The SLEEP TIGHT Study

2016 ◽  
Vol 41 (5-6) ◽  
pp. 233-241 ◽  
Author(s):  
Brian B. Koo ◽  
Daawn M. Bravata ◽  
Lauren A. Tobias ◽  
Jason S. Mackey ◽  
Edward J. Miech ◽  
...  
Keyword(s):  
Blood Pressure ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Ambulatory Blood Pressure ◽  
Blood Pressure Monitoring ◽  
Oxygen Desaturation ◽  
Apnea Hypopnea Index ◽  
Obstructive Sleep ◽  
Nighttime Blood Pressure ◽  
The Mean

Background: Wake-up stroke (WUS) accounts for a quarter of all ischemic strokes. Its conspicuous occurrence during sleep suggests that WUS may be associated with obstructive sleep apnea (OSA). We investigated the potential association among WUS, OSA, and measures of sympathetic hyperactivity. Methods: This is a cross-sectional analysis of data from the Sleep Apnea in Transient Ischemic Attack and Stroke (SLEEP TIGHT) study. Ischemic stroke patients were divided into WUS and non-WUS groups. Participants underwent polysomnography and ambulatory blood pressure monitoring. Collected data included demographic, medical, stroke characteristics (including severity by National Institutes of Health Stroke Scale), cholesterol, serum catecholamines, C-reactive protein, interleukin-6, B-type natriuretic peptide, blood pressure, and polysomnographic (apnea-hypopnea index (AHI); measures of hypoxia). Because both stroke and OSA affect men and women to varying degrees, the cohort was considered as a whole and by gender stratification. Results: Among 164 participants, 30.3% had WUS. The mean age was 62.0 ± 11.3 and the mean body mass index was 30.2 ± 7.9 kg/m2. One-hundred-and-five participants (63.6%) were males and 92 participants (56.8%) were Caucasian. Neither AHI nor OSA (AHI ≥5) frequency differed between WUS and non-WUS groups. Men tended to be more likely than women to have WUS (74.0 vs. 59.6%; p = 0.08), but this was not statistically significant. In gender-stratified analyses, men with WUS compared to men with non-WUS had significantly higher rates of severe OSA (AHI >30: 45.0 vs. 17.6%; p = 0.03) and tended toward more 3% oxygen desaturation events (57.0 ± 63.9 vs. 31.8 ± 22.9; p = 0.06). These differences were not seen in women. WUS patients tended to be of the male gender (74.0 vs. 59.6%; p = 0.08). History of stroke, hypertension, diabetes, dyslipidemia, or atrial fibrillation, serum catecholamines, and inflammatory biomarkers was no different between the groups. Low-density lipoprotein (LDL) was significantly higher in WUS (114.5 ± 36.3 vs. 101.4 ± 37.6; p = 0.04). Baseline diastolic blood pressure (DBP) was significantly greater in the WUS group. There was no difference in systolic or ambulatory blood pressure (including nighttime blood pressure) between WUS and non-WUS groups. Conclusions: WUS may be associated with severe OSA with more oxygen desaturation in men but not in women. WUS may be associated with high DBP and increased LDL cholesterol.

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