An Intelligent Classification Diagnosis Based on Blood Oxygen Saturation Signals for Medical Data Security Including COVID-19 in Industry 5.0

Obstructive sleep apnea-hypopnea syndrome (OSAHS) is gradually valued due to its high prevalence, high risk, and high mortality. Alternative to the polysomnography (PSG) diagnosis, the proposed method assesses the subject's degree of illness considering the supply chain and Industry 5.0 requirement efficiently and accurately. This article uses the blood oxygen saturation (SpO(2)) signal count of the number of apnea or hypoventilation events during the sleep of the subject, calculating the apnea-hypopnea index (AHI) and the subject's disease level. SpO(2) signals are used to extract 35-D features based on the time domain, including approximate entropy, central tendency measure, and Lempel-Ziv complexity to accelerate the diagnosis process in supply chains. The feature selection process is reduced from 35 to 7 dimensions that benefits to the implementation in the practical supply chains in Industry 5.0 by extracting the extracted features. This article applies Pearson correlation coefficient selection, based on minimum redundancy-maximum correlation algorithm selection, and a wrapper based on the backward search algorithm. The accuracy rate is 86.92%, and the specificity is 90.7% under the selected random forest classifier. A random forest classifier was used to calculate the AHI index, and a linear regression analysis was performed with the AHI index obtained from the PSG. The result reaches a 92% accuracy rate in assessing the prevalence of OSAHS, satisfying the industrial deployment.

Prevalence of sleep-related breathing disorders in longCOVID

Background: Following a SARS-CoV-2 infection, symptoms such as fatigue, shortness of breath, or thoracic pain may persist for months after the illness (long-COVID). We investigated the prevalence of sleep-related breathing disorders (SRBD) in long-COVID. Patients and Methods: Long-COVID patients who underwent inpatient rehabilitation and received diagnostic polysomnography or polygraphy were included in this retrospective data analysis. Result(s): 70 patients (33 women) were included, 4 with pre-existing obstructive sleep apnea (OSA). Among the remaining 66 patients, 22 (33%) had SRBD (4 with central sleep apnea and 18 with OSA). Thus, overall SRBD prevalence was 26/70 (37%). Patients with SRBD were significantly older and showed a higher proportion of men. In addition, SRBD patients were more likely to require oxygen therapy, noninvasive ventilation, or invasive ventilation as part of their COVID-19-related hospitalisation prior to rehabilitation. View inline Conclusion(s): In Long-COVID, SRBD prevalence in our sample is 33% and 37%, respectively, which is higher than average. The diagnostic portfolio in Long-COVID should therefore include screening for the presence of SRBD. SRBD patients show a more intensive need for therapy in the context of their COVID-19-associated hospitalization, although this may be attributed to older age.

Prevalence and Characteristics of Sleep Apnea in Intensive Care Unit Survivors After SARS-CoV-2 Pneumonia.

Background: Sleep apnea (SA) was reported as possibly exacerbating symptoms of COVID-19, a disease induced by SARS-CoV-2 virus. The same comorbidities are common with both pathologies. This study aimed to estimate the prevalence, characteristics of SA and variation in AHI three months after severe COVID-19 requiring intensive care unit (ICU) admission. Methods: A prospective cohort of patients admitted to ICU for severe COVID-19 underwent an overnight home polygraphy 3 months after onset of symptoms, as part of a comprehensive follow-up program (pulmonary function tests, 6-minute walk tests and chest CT-scan). Patients with an apnea hypopnea index (AHI) ≥5 were considered as having SA. We performed a comparative descriptive analysis of 2 subgroups according to the existence, severity of SA and indication for effective SA treatment: patients with absent or mild SA (AHI <15) vs patients with moderate to severe SA (AHI ≥15). Results: Among 68 patients included, 62 (91%) had known comorbidities (34 hypertension, 21 obesity, 20 dyslipidemia, 16 type 2 diabetes). It has been observed a preexisting SA for 13 patients (19.1%). At 3 months, 62 patients (91%) had SA with 85.5% of obstructive events. Twenty-four patients had no or a mild SA (AHI <15) and 44 had moderate to severe SA (AHI ≥15). Ischemic heart disease exclusively affected the moderate to severe SA group. Except for thoracic CT-scan which revealed less honeycomb lesions, COVID-19 symptoms were more severe in the group with moderate to severe SA, requiring a longer curarization, more prone position sessions and more frequent tracheotomy. Conclusion: SA involved 91% of patients in our population at 3 months of severe COVID-19 and was mainly obstructive type. Although SA might be a risk factor as well as consequences of ICU care in severe COVID-19 infection, our results underline the importance of sleep explorations after an ICU stay for this disease.

SLEEP-DISORDERED BREATHING AND LONG-HAUL COVID-19: A CASE REPORT

SESSION TITLE: Uncommon Presentations and Complications of Chest Infections SESSION TYPE: Rapid Fire Case Reports PRESENTED ON: 10/18/2022 10:15 am - 11:10 am INTRODUCTION: The correlation between long-haul Coronavirus 2019 (COVID-19) and sleep disorders remains poorly understood. In this report, we present a case of newly diagnosed central sleep apnea (CSA) and symptoms starting after a COVID-19 infection as part of a long-haul COVID-19 presentation. CASE PRESENTATION: A 69-year-old male presented to a sleep medicine clinic for evaluation of hypersomnia. He had a history of hypertension and pulmonary embolism. He contracted COVID-19 eight months prior to his presentation. He was not hospitalized, but received Remdesivir and prednisone. He complained of long-haul COVID-19 symptoms since his infection which included headaches, fatigue, cough, dyspnea, anosmia, poor appetite, dysgeusia, and memory impairment. He also started noticing nocturnal apneic episodes that frightened him and woke him up from sleep. His symptoms started after his infection and were not present prior. He went to the emergency department for evaluation and no etiology was identified. He was then referred to sleep medicine for further evaluation. A home sleep apnea test was done and showed severe sleep apnea with an Apnea-Hypopnea Index of 35.7 events per hour. His sleep apnea was predominantly central with a central apnea index of 15.3 events per hour. Cardiac testing showed no evidence of ischemia or cardiomyopathy with an ejection fraction of 52%. A CT angiogram showed no evidence of PE. Brain MRI showed no acute abnormalities. He was started on positive airway pressure therapy but could not tolerate it so he was sent for a phrenic nerve stimulator implantation. DISCUSSION: Long-term sequelae of COVID-19 infection have been increasingly recognized. However, the etiology and pathophysiology is poorly understood (1). Symptoms of long-haul COVID-19 include fatigue, dyspnea, cognitive manifestations, thrombosis and sleep disturbances (1). Sleep apnea was found in some studies to be a risk factor for severe COVID-19 illness and worse outcomes (2). The relationship between COVID-19 and sleep apnea in the post-viral syndrome remains unknown. Only few case reports have found obstructive sleep apnea as a new diagnosis and a possible cause of fatigue in post COVID-19 infection (3). There is no report of a relationship between CSA and COVID-19 in the literature. It is hypothesized that long-COVID can lead to brainstem dysfunction and dysautonomia, which can affect the ventilatory control mechanisms and lead to an unstable respiration (4–6). Our patient's nocturnal symptoms started after his infection as part of long-haul COVID-19. While we cannot determine if CSA was a result of COVID-19 infection or not, it is important to evaluate for sleep disordered breathing (SDB) in patients presenting with long-COVID symptoms to better understand the association. CONCLUSIONS: More research is need to better understand the correlation between SDB and long-haul COVID-19. Reference #1: 1. Mehandru S, Merad M. Pathological sequelae of long-haul COVID. Nat Immunol. 2022 Feb;23(2):194–202. 2. Miller MA, Cappuccio FP. A systematic review of COVID-19 and obstructive sleep apnoea. Sleep Medicine Reviews. 2021 Feb;55:101382. Reference #2: 3. Koczulla AR, Stegemann A, Gloeckl R, Winterkamp S, Sczepanski B, Boeselt T, et al. Newly detected rapid eye movement associated sleep apnea after coronavirus disease 2019 as a possible cause for chronic fatigue: two case reports. J Med Case Reports. 2021 Dec;15(1):211. 4. Barizien N, Le Guen M, Russel S, Touche P, Huang F, Vallée A. Clinical characterization of dysautonomia in long COVID-19 patients. Sci Rep. 2021 Dec;11(1):14042. Reference #3: 5. Yong SJ. Persistent Brainstem Dysfunction in Long-COVID: A Hypothesis. ACS Chem Neurosci. 2021 Feb 17;12(4):573–80. 6. White DP. Pathogenesis of Obstructive and Central Sleep Apnea. Am J Respir Crit Care Med. 2005 Dec;172(11):1363–70. DISCLOSURES: No relevant relationships by Amer Als ekh Mousa No relevant relationships by University of Arizona at Banne Institute No relevant relationships by Joyce Lee-Iannotti No relevant relationships by Anas Rihawi No relevant relationships by Amr Salem No relevant relationships by Mohanad Soliman No relevant relationships by Kristen Trimble

Sleep disturbances in craniopharyngioma: a challenging diagnosis

Introduction: The hypothalamus plays a crucial role in regulating vital functions and circadian rhythms. Both the tumor involving the hypothalamic area and its treatment can lead to hypothalamic dysfunction, resulting in disturbances in sleep-wake patterns, sleep fragmentation, and increased daytime sleepiness. We describe two patients with craniopharyngioma who came to our attention due to the occurrence of episodes characterized by psychomotor slowing and afinalistic limb movements, temporal and spatial disorientation, psychomotor agitation, and oneiric stupor like episodes diagnosed as severe sleep disturbances. Case reports: Patient 1 is a 19-year-old male diagnosed with surgically treated craniopharyngioma. Subsequently, episodes of psychomotor slowing, afinalistic movements of the upper limbs diagnosed as seizures in another neurological center appeared;antiepileptic treatment was started without improvement. At the first examination in our center, excessive daytime sleepiness (EDS), fragmented nighttime sleep, episodes characterized by bimanual automatic gestures occurring during drowsy state, hypnagogic hallucinations, and sudden loss of muscle tone while awake were recognized. Actigraphy demonstrated irregular bedtimes, frequent nocturnal activity, and inappropriate daytime rest episodes. The Epworth Sleepiness Scale (ESS) showed subjective EDS (ESS=19). At PSG, hypersomnolence, severe sleep-related breathing disorder (SRBD), and no interictal and ictal seizure abnormalities were found. A BiPAP NIV was started, and antiepileptic therapy was discontinued. In the following months, PSG revealed marked improvement in SRBD and 1 SOREMP, and the MSLT a mean SOL of 6 min and 10 sec and 3 SOREMPs. These data allowed the diagnosis of secondary narcolepsy, and treatment with pitolisant was initiated with clinical improvement and reduced daytime sleepiness (ESS=9). Patient 2 is a 12-year-old male, surgically treated for craniopharyngioma at the age of 4 years, who developed episodes of myoclonic jerks, temporal and spatial disorientation, and psychomotor agitation during the lockdown period for COVID-19 emergency. Surmising paroxysmal epileptic episodes, the patient was hospitalized. The anamnestic data collection revealed a sleep-wake rhythm dysregulation, fragmented nighttime sleep, EDS, oneiric stupor-like episodes during which the patient performed simple automatic gestures mimicking daily-life activity, and severe impairment of alertness. The Long-term video-EEG, including polygraphic measurements, showed destruction of the wake-NREM sleep-REM sleep boundaries, episodes of undetermined state of vigilance, and concurrence of elements typical of different sleep stages. Moreover, a severe SRBD (AHI 19/h) has been observed. The MRI showed a volumetric increase in the post-surgical interpeduncular fossa and right paramedian cysts. Therefore, a multifactorial therapeutic plan including sleep hygiene and slow-release melatonin was started with improvement in nighttime sleep, but EDS persisted. Surgical treatment of cyst fenestration improved sleep-wake rhythm and behavior;BiPAP NIV was initiated with very poor adherence. Discussion: We aim to focus on sleep disorders as a possible complication of tumors involving the hypothalamic region. Our cases highlight that the clinical manifestation of these dysfunctions can be challenging to diagnose and can lead to misdiagnosis and inappropriate treatment that can harm patients' health and the quality of life of patients and their families. Conclusion: These findings support the need to incorporate comprehensive sleep assessment in survivors from childhood brain tumors involving the suprasellar/hypothalamic region.

SLEEPY IN THE MOUNTAINS

Introduction: Central sleep apnea (CSA) is a rare disorder caused by a reduction of airflow and ventilatory effort during sleep. CSA is rarely idiopathic and associated with medical conditions including heart failure, opioid medications, treatment emergent and high-altitude periodic breathing. At higher altitudes, hypoxemia induces periodic breathing with periods of deep and rapid breathing alternating with central apnea. Patients with high-altitude periodic breathing experience fragmented sleep, poor sleep quality, excessive daytime sleepiness, morning headaches and witnessed apnea. We discuss a patient with obstructive sleep apnea (OSA) who developed new-onset central sleep apnea after relocating to a higher altitude location. Report of Cases: A 75-year-old male with a history of moderate obstructive sleep apnea well controlled on CPAP for eight years, with no known cardiovascular or pulmonary disease, presented with new-onset excessive daytime sleepiness. He had recently relocated to an area in the Colorado mountains (7000 ft elevation) from his previous home in Los Angeles (sea level). His residual apneahypopnea index (r-AHI) displayed on his CPAP machine increased to 7-14/ hr from his normal of 1-2/hr after his relocation. Review of his compliance data revealed his central apnea index was elevated, contributing to his high r-AHI. A one-night nocturnal oximeter was mailed to the patient to use while on CPAP. Data revealed oxygen desaturation to less than 88% for about 2 hours of the night, worse during the early morning hours. The patient was advised to undergo a polysomnography and adaptive servo-ventilation titration if significant central sleep apnea was present. The patient declined due to concern about the COVID-19 pandemic. Supplemental nocturnal oxygen was initiated at 2L/min with normalization of the r-AHI. Conclusion: Patients with OSA who experience worsening symptoms or increased r-AHI despite excellent compliance with PAP therapy should be considered for repeat polysomnography or titration study. While it is expected that high-altitude central sleep apnea will improve with acclimatization, nocturnal supplemental oxygen in addition to PAP therapy is indicated for patients with high-altitude central sleep apnea to diminish hypoxemia and improve residual AHI and sleep quality.

HALO-TRACTION INDUCED OBSTRUCTIVE SLEEP APNEA

Introduction: Obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder. It is a multi-factorial disease with a variety of identified causes including age, male gender, obesity, craniofacial and upper airway abnormalities. We would like to describe a patient who had severe OSA following application of Halo traction, which significantly improved following the removal of the device. Report of Cases: 14-year-old male with medical history of spina bifida, chiari malformation s/p decompression, shunted hydrocephalus and severe scoliosis, was admitted to the hospital for anterior spinal discectomy L2-S1 and Halo application with traction for scoliosis. He previously had nocturnal polysomnogram (NPSG) in 2017 that demonstrated very mild mixed apnea with an apnea hypopnea index (AHI) of 5.5. Because central apneas were very brief and clustered in REM, family elected to repeat a study rather than treat. In 2019, he had a follow up study with complaints of snoring and thirst, and this demonstrated an AHI of 21 with 29 brief central apneas and 72 hypopneas, 1 obstructive apnea. He had a T&A and turbinate ablation and due to the global pandemic did not undergo repeat sleep study. During admission for his anterior spinal discectomy and Halo, he demonstrated persistent night time hypoxia. A split night sleep study showed evidence of severe OSA with pretreatment AHI of 94.4, oxygen nadir 86%. Continuous positive airway pressure (CPAP) was initiated at 5 cm of water and titrated to 11 cm of water. On CPAP of +11 severe obstructive events continued with an AHI of 40.6, oxygen nadir 92%. A bilevel positive airway pressure (BIPAP) titration study the subsequent night started at pressures of 12/6 and titrated to 21/9 with respiratory rate of 12 yet demonstrated AHI of 51, oxygen nadir 89%. Study transitioned to average volume assisted pressure support (AVAPS) with IPAP max of 26, IPAP minimum of 12 EPAP of 9, tidal volume of 175ml, rate of 12 with inadequate control of his obstructive events with an AHI of 24.8, minimum oxygen saturations of 91. While hospitalized, he remained on AVAPS with normal capillary blood gases. Halo traction was removed 2 weeks following his surgery with plan was to send him home on AVAPS and repeat NPSG in 6 weeks. However, as a result of COVID pandemic/Philips recall, CPAP was the only device available for home use, so CPAP therapy at +8 cm was trialed overnight, demonstrating oxygen nadir of 92% and a normal capillary blood gas in the morning. Patient was then discharged home on CPAP of +8 cm of water. He returned back to sleep center for a BIPAP titration study to re-establish BIPAP/AVAPS settings, as his inpatient sleep study had shown severe OSA. During the sleep study, he was started on BIPAP 12/6 and he remained on it throughout the night with 0 central and 0 obstructive events. As he did well, he was advised to continue CPAP +8 with plans to repeat the sleep study off CPAP. In clinic follow up, he reported mild skin breakdown and occasionally waking unrefreshed. Conclusion: As our patient did significantly better following the removal of Halo traction device, it is likely that Halo traction device caused fixed over flexion of the cervical spine that resulted in decrease in his airway diameter, which further worsened during his sleep, and caused severe OSA.

Effects of Obstructive Sleep Apnea on SARS-CoV-2 Antibody Response After Vaccination Against COVID-19 in Older Adults.

Introduction: Previous studies have linked sleep disturbances (including sleep deprivation and obstructive sleep apnea) to an impairment in immune response after vaccination for several diseases, although it has not yet been tested for COVID-19. This study sought to evaluate the effects of obstructive sleep apnea on anti-SARS-CoV-2 IgG levels after vaccination against COVID-19 among older adults. Methods: The study was based on a convenience sample of inpatients who underwent full night type-I polysomnography. Inclusion criteria included being ≥60 years with full COVID-19 vaccination schedule. Exclusion criteria included previous COVID-19 diagnosis (assessed via self-report), less than 15 days between last dose and IgG testing, self-report of continuous positive air pressure (CPAP) use in the last three months, having undergone CPAP or split-night polysomnography, or incomplete/invalid data. Results: Out of 122 included patients (no/mild OSA: 35; moderate: 31; severe: 56), 9.8% were considered seronegative for the IgG anti-SARS-CoV-2 test (IgG count<50.0 AU/mL), and the median IgG levels for the whole sample was 273 AU/mL (IQR: 744), with no statistically significant differences among OSA severity groups. There was neither association between OSA severity and IgG serostatus nor correlation between IgG levels and apnea-hypopnea index. A linear regression model to predict IgG levels was built, produced an R2 value of 0.066 and the only significant predictor was time from vaccination to testing; while OSA severity was considered non-significant. Discussion: Our results demonstrate that the severity of OSA is not correlated with a decrease in anti-SARS-CoV-2 IgG levels among older adults, and that the efficiency of COVID-19 vaccinations are not reduced from mild to severe OSA.

The Influence of SARS-CoV-2 Pandemic on TMJ Disorders, OSAS and BMI.

The pandemic of the 21st century had a significant influence on the lives of the world population in a negative way. This situation determined a change of lifestyle; it caused the necessity of social isolation for a great number of people. In fact, people tended to avoid crowded environments, social events, to reduce medical checks and sports activities, favoring sedentary life because of fear of the virus. This social attitude brought a high level of stress that worsened many health conditions. This study has the aim of evaluating the possible influence of the pandemic on temporomandibular joint (TMJ) disorders, obstructive sleep apnea syndrome (OSAS) and body mass index (BMI). An anonymized survey, available in two languages (Italian and English), was given to 208 patients from different private dental practices. In this questionnaire, the patients shared experiences about their life during the pandemic. The article highlighted that during this health emergency, there was an increase in body weight in the considered sample. This brought a worsening of OSAS in 65% of patients with a previous diagnosis. Eventually, an increase in TMJ disorders and orofacial pain was reported.

Grape Phytochemicals and Vitamin D in the Alleviation of Lung Disorders.

BACKGROUND: Typical lung diseases are pneumonia, asthma, sleep apnea syndrome (SA), interstitial pneumonia (IP), lung cancer, and chronic obstructive pulmonary disease (COPD). Coronavirus disease 2019 (COVID-19) is a type of viral pneumonia. Many researchers have reported that phytochemicals (chemical compounds produced by plants) and vitamin D are useful in stimulating our immunity. This review discusses the alleviation of lung diseases by grape phytochemicals and vitamin D. DISCUSSION: Pneumonia is an acute inflammation caused by the infection of pathogens; the worst case is a fatal cytokine storm in the lung. In asthma, allergens, tobacco smoke, or air pollution may cause seizures. Lung diseases caused by lung fibrosis may manifest chronic inflammation, progress into alveolar fibrosis, and cause respiratory malfunction. SA is a lifestyle disease related to obesity and metabolic syndrome. To alleviate these symptoms, changing the eating habit is one of the strategies. Improvement in the daily lifestyle reduces the risk of lung cancer. Self-management, including nutritional management and exercise, is very important for COPD patients in addition to pharmacotherapy. CONCLUSION: The intake of grape phytochemicals and vitamin D prevents the progress of lung diseases. Both phytochemicals and vitamin D prevent the production of proinflammatory cytokine, TNF-α, that is responsible for inflammation and lung diseases. Daily intake of grape phytochemicals is important. The optimum vitamin D level in serum is > 30 ng/mL. For the prevention of lung diseases, upregulating immunity and maintaining good gut microbiota are important because gut microbiota change depending on what we eat.

Different Continuous Positive Airway Pressure Titration Modalities in Obstructive Sleep Apnea Syndrome Patients.

BACKGROUND: Patients with obstructive sleep apnea syndrome are mainly treated with continuous positive airway pressure. Polysomnography-guided full-night manual titration is the gold standard for continuous positive airway pressure titration, but it is cost-, time-, and effort-consuming. Alternative ways of titration are easier with less cost, time, and effort. In the era of the COVID-19 pandemic, the need to establish more safe strategies is increased. AIM: To choose a rapid, efficient, simple, and safe method with less effort and cost in the measurement of a suitable level of positive airway pressure in the management of obstructive sleep apnea syndrome. METHODS: This study enrolled 48 adult patients who had been diagnosed with obstructive sleep apnea syndrome at our sleep unit and were candidates for treatment with continuous positive airway pressure according to AASM 2008 after exclusion of other sleep-related breathing disorders. All patients underwent both laboratory full-night manual titration and auto-titration (by Prisma20A of WEINMANN medical technology, Germany). Manual titration pressure and P95 of auto-titration were obtained and compared with calculated pressures by five predictive formulas (Miljeteig and Hoffstein, Sériès, Stradling, Loredo, and Lee). RESULTS: Patients included in the study were 25 females (52.1%) and 23 males (47.9%) with a mean±SD of age of 49.98±10.36 years. Mean±SD of manual pressure was 10.44±2.49 cmH2O, P95 was 10.16±2.64 cmH2O, and calculated pressures by different equations were: Miljeteig and Hoffstein, 8.53±2.03; Sériès, 11.40±1.81; Stradling, 9.68±1.65; Loredo, 9.90±1.79; and Lee, 10.61±2.68 cmH2O. No significant differences were reported between manual pressure and pressures of auto-titration with Sériès, Stradling, Loredo, and Lee equations (p=0.112, 0.09, 0.212, 0.213, and 0.657, respectively). CONCLUSION: Auto-titration can be used as an effective alternative to manual titration with less cost and effort and is more comfortable to patients. Predictive formulas can be used instead of standard and auto-titration especially in resource-limited facilities and in pandemics.

Obstructive sleep apnea syndrome (OSAS) and swallowing function-a systematic review.

OBJECTIVES: The purpose of this systematic review was to summarize and qualitatively analyze published evidence elucidating the prevalence of dysphagia and detail alterations in swallowing function in patients with OSAS. METHODS: Computerized literature searches were performed from four search engines. The studies were selected based on the inclusion and exclusion criteria. The studies were screened using Covidence (Cochrane tool) and followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement standards (PRISMA-2009). A total 2645 studies were initially retrieved, of which a total of 17 studies met inclusion criteria. Two reviewers, blinded to each other, evaluated level and strength of evidence using the Oxford Centre for Evidence-based Medicine Levels of Evidence and QualSyst, respectively. RESULTS: Dysphagia prevalence ranged from 16 to 78% among the eligible studies. Studies varied in operational definitions defining swallowing dysfunction (dysphagia) and method used to assess swallowing function. Approximately 70% of eligible studies demonstrated strong methodological quality. The majority of studies (n = 11; 65%) reported pharyngeal swallowing impairments in patients with OSAS, including delayed initiation of pharyngeal swallow and penetration/aspiration. CONCLUSION: This systematic review describes swallowing function in patients with OSAS. However, due to the variability in defining OSAS and dysphagia, in the assessment method used to determine dysphagia, and heterogeneity of study designs, true prevalence is difficult to determine. Clinicians involved in the management of OSAS patients should employ validated assessment measures to determine if swallow dysfunction is present.

Validation of the Withings ScanWatch as a Wrist-Worn Reflective Pulse Oximeter: Prospective Interventional Clinical Study.

BACKGROUND: A decrease in the level of pulse oxygen saturation as measured by pulse oximetry (SpO2) is an indicator of hypoxemia that may occur in various respiratory diseases, such as chronic obstructive pulmonary disease (COPD), sleep apnea syndrome, and COVID-19. Currently, no mass-market wrist-worn SpO2 monitor meets the medical standards for pulse oximeters. OBJECTIVE: The main objective of this monocentric and prospective clinical study with single-blind analysis was to test and validate the accuracy of the reflective pulse oximeter function of the Withings ScanWatch to measure SpO2 levels at different stages of hypoxia. The secondary objective was to confirm the safety of this device when used as intended. METHODS: To achieve these objectives, we included 14 healthy participants aged 23-39 years in the study, and we induced several stable plateaus of arterial oxygen saturation (SaO2) ranging from 100%-70% to mimic nonhypoxic conditions and then mild, moderate, and severe hypoxic conditions. We measured the SpO2 level with a Withings ScanWatch on each participant's wrist and the SaO2 from blood samples with a co-oximeter, the ABL90 hemoximeter (Radiometer Medical ApS). RESULTS: After removal of the inconclusive measurements, we obtained 275 and 244 conclusive measurements with the two ScanWatches on the participants' right and left wrists, respectively, evenly distributed among the 3 predetermined SpO2 groups: SpO2≤80%, 80%

Current Update on Clinically Relevant Sleep Issues in Parkinson's Disease: A Narrative Review.

Sleep disturbances are among the common nonmotor symptoms in patients with Parkinson's disease (PD). Sleep can be disrupted by nocturnal motor and nonmotor symptoms and other comorbid sleep disorders. Rapid eye movement sleep behavior disorder (RBD) causes sleep-related injury, has important clinical implications as a harbinger of PD and predicts a progressive clinical phenotype. Restless legs syndrome (RLS) and its related symptoms can impair sleep initiation. Excessive daytime sleepiness (EDS) is a refractory problem affecting patients' daytime activities. In particular, during the COVID-19 era, special attention should be paid to monitoring sleep problems, as infection-prevention procedures for COVID-19 can affect patients' motor symptoms, psychiatric symptoms and sleep. Therefore, screening for and managing sleep problems is important in clinical practice, and the maintenance of good sleep conditions may improve the quality of life of PD patients. This narrative review focused on the literature published in the past 10 years, providing a current update of various sleep disturbances in PD patients and their management, including RBD, RLS, EDS, sleep apnea and circadian abnormalities.

Myocardial fibrosis after COVID-19 infection and severe sinus arrest episodes in an asymptomatic patient with mild sleep apnea syndrome: A case report and review of the literature.

COVID-19 infection is a new disease mainly affecting the respiratory system but is also accompanied by many extra-pulmonary manifestations. A case of a 47-year old male with unique myocardial fibrosis after COVID-19 infection involving the left ventricular wall, intraventricular septum and almost complete damage of interatrial septum, in combination with asymptomatic severe sinus arrest episodes related to mild obstructive sleep apnea syndrome is described here.