The Burden of Comorbidities in Obstructive Sleep Apnea and the Pathophysiologic Mechanisms and Effects of CPAP

Identification of mitochondrial energy metabolism genes associated with obstructive sleep apnea syndrome: integrated bioinformatics analysis

Obstructive sleep apnea syndrome (OSAS) is a common sleep disorder, which is closely related to abnormal mitochondrial energy metabolism in recent years. By analyzing gene expression data of OSAS, we identified differentially expressed genes (DEGs) related to mitochondrial energy metabolism, and further explored the function of NDUFA10 in OSAS and its potential diagnostic value. In this paper, we download OSAS related expression data from a public database and preprocess the data set using a standardized process. Gene set enrichment analysis (GSEA) was used to assess pathways associated with mitochondrial metabolism, and diagnostic models were constructed to assess the expression of key genes. ROC curve analysis was performed for common mitochondrial energy metabolism-related differentially expressed genes (Co-MEMRDEGs) and gene interaction networks were constructed. After data standardization, significantly differentially expressed genes were identified, among which NDUFA10 was identified as one of the genes most associated with OSAS. The constructed diagnostic model showed good prediction accuracy, and ROC curve analysis further verified its clinical diagnostic potential.

Causal Associations of Obstructive Sleep Apnea With Cancer Risk: A Mendelian Randomization Study

BACKGROUND

Observational studies have associated obstructive sleep apnea (OSA) with a higher risk of various cancers; however, causal relationships have not yet been definitively established.

METHODS

Our study evaluated the causal impact of OSA on the risk of developing 22 different types of cancer using univariable and multivariable Mendelian randomization (MR). OSA-associated genetic instruments were obtained from the FinnGen study, which incorporates 38,998 OSA individuals and 336,659 non-OSA individuals from European descent. Summary-level data for 22 site-specific cancers were estimated from large genetic consortia and UK Biobank. We used inverse-variance weighting (IVW) as the primary analysis, along with several sensitivity analyses.

RESULTS

Univariable MR analyses indicated a causal relationship of genetic susceptibility to OSA on an increased risk of Barrett's esophagus (BE) and esophageal cancer (odds ratio [OR] = 1.32, 95% confidence interval [CI] = 1.07-1.62, p = 0.01), endometrial cancer (OR = 1.36, 95% CI = 1.16-1.60, p = 2.26E-04), and its endometrioid subtype (OR = 1.28, 95% CI = 1.04-1.59, p = 0.02). Multivariable MR, accounting for possible confounders like drinking and smoking, confirmed the causal relationships of OSA on BE and esophageal cancer, and endometrial cancer.

CONCLUSIONS

This study provided evidence regarding causal associations of OSA with higher risk of BE and esophageal cancer, and endometrial cancer.

Simulation-Based Evaluation of Large Language Models for Comorbidity Detection in Sleep Medicine - a Pilot Study on ChatGPT o1 Preview

Purpose

Timely identification of comorbidities is critical in sleep medicine, where large language models (LLMs) like ChatGPT are currently emerging as transformative tools. Here, we investigate whether the novel LLM ChatGPT o1 preview can identify individual health risks or potentially existing comorbidities from the medical data of fictitious sleep medicine patients.

Methods

We conducted a simulation-based study using 30 fictitious patients, designed to represent realistic variations in demographic and clinical parameters commonly seen in sleep medicine. Each profile included personal data (eg, body mass index, smoking status, drinking habits), blood pressure, and routine blood test results, along with a predefined sleep medicine diagnosis. Each patient profile was evaluated independently by the LLM and a sleep medicine specialist (SMS) for identification of potential comorbidities or individual health risks. Their recommendations were compared for concordance across lifestyle changes and further medical measures.

Results

The LLM achieved high concordance with the SMS for lifestyle modification recommendations, including 100% concordance on smoking cessation (κ = 1; p < 0.001), 97% on alcohol reduction (κ = 0.92; p < 0.001) and endocrinological examination (κ = 0.92; p < 0.001) or 93% on weight loss (κ = 0.86; p < 0.001). However, it exhibited a tendency to over-recommend further medical measures (particularly 57% concordance for cardiological examination (κ = 0.08; p = 0.28) and 33% for gastrointestinal examination (κ = 0.1; p = 0.22)) compared to the SMS.

Conclusion

Despite the obvious limitation of using fictitious data, the findings suggest that LLMs like ChatGPT have the potential to complement clinical workflows in sleep medicine by identifying individual health risks and comorbidities. As LLMs continue to evolve, their integration into healthcare could redefine the approach to patient evaluation and risk stratification. Future research should contextualize the findings within broader clinical applications ideally testing locally run LLMs meeting data protection requirements.

Prediction model and scoring system for the risk of atrial fibrillation recurrence in patients with atrial fibrillation and obstructive sleep apnoea syndrome: a retrospective case-control study

BACKGROUND

The high prevalence of atrial fibrillation (AF) and obstructive sleep apnea syndrome (OSAS) imposes a substantial disease burden on public healthcare, making it a significant health concern in the current era. However, there is currently a lack of risk assessment tools for AF recurrence in patients with AF and OSAS. Therefore, this study aims to explore the factors influencing AF recurrence in patients with AF and OSAS, and to establish a predictive model and scoring system for AF recurrence rates.

METHODS

The study included a total of 423 patients with AF and OSAS, who were randomly divided into train set (n = 296) and test set (n = 127) in a ratio of 7:3. Afterwards, the train set was split into a recurrence group and a non-recurrence group for further analysis of indicators while in hospital.

RESULTS

Following Lasso regression screening, 8 variables were selected from a pool of 62 variables from patients with AF and OSAS. Additionally, the study incorporated the CHA2DS2-VASc score and its components of interest, the severity of OSAS and hypoxemia, and whether patients received catheter ablation (CA). Multivariable Cox regression analysis revealed: Hb < 115 g/L (HR = 2.27), P > 1.51mmol/L (HR = 3.77), PCT > 2ng/ml (HR = 15.72) as independent risk factors. Hb > 150 g/L (HR = 0.66), TT4 < 66 nmol/L (HR = 0.16) were identified as independent protective factors. The train set showed AUC values of 0.65, 0.71, and 0.71 at the 1st, 3rd, and 5th year, respectively, while the validation set displayed AUC values of 0.60, 0.59, and 0.64 at the 1st, 3rd, and 5th year, respectively, indicating good predictive performance of the model. The AF recurrence rate scoring system categorized patients in the train and test sets into low-risk, medium-risk, and high-risk groups, with HR values of 2.36 and 6.79 for AF recurrence rates in the medium-risk and high-risk groups of the train set, and an HR value of 2.77 for the medium-risk group in the test set.

CONCLUSION

The predictive models and scoring systems developed in this study demonstrate good predictive ability in assessing the recurrence of AF in patients with OSAS, offering invaluable clinical guidance and references.

CLINICAL TRIAL NUMBER

Not applicable.

Asian adult sleep medicine fellowship training curriculum: one curriculum, many contexts

STUDY OBJECTIVES

To develop a comprehensive Asian adult sleep medicine fellowship training curriculum to address the significant disparities in sleep medicine training across Asia, guided by the principle of "One Curriculum, Many Contexts," providing a standardized yet adaptable framework for sleep medicine education across the diverse health care landscapes of Asian countries.

METHODS

The curriculum development process involved a gap analysis, comprehensive literature review, and expert consensus through a modified RAND/UCLA appropriateness method/Delphi survey.

RESULTS

The curriculum offers 2 flexible tracks: a 1-year program (Track A) and a 2-year program (Track B), accommodating varied educational pathways and health care system structures across Asia. Key features of the curriculum include detailed learning outcomes, competency-based educational content, and recommendations for teaching and learning activities. The assessment strategy incorporates summative and formative methods, with standard setting and program evaluation guidelines. The curriculum also provides recommendations for program accreditation, fellow-faculty ratios, and funding considerations.

CONCLUSIONS

The Asian adult sleep medicine fellowship training curriculum provides a standardized yet adaptable framework for sleep medicine education across diverse Asian health care landscapes. By emphasizing flexibility and customization while maintaining high training standards, the curriculum aims to bridge the gap in sleep medicine training across Asia, ultimately improving the quality of sleep health care and patient outcomes throughout the region.

CITATION

BaHammam AS, Al-Abri MA, Al Oweidat K, et al. Asian adult sleep medicine fellowship training curriculum: one curriculum, many contexts. J Clin Sleep Med. 2025;21(4):627-638.

Cone beam computed tomography based upper airway measurement after orthognathic surgery: a comparative evaluation of different imaging software

Cone-beam computed tomography (CBCT) enhances understanding of the upper airway (UA). This study compared three software products' abilities in visualizing and quantifying specific upper airway changes using CBCT. We conducted a retrospective analysis of pre- and post-operative CBCT images from 29 patients using Dolphin (Do), Romexis 5 (Ro5), and Romexis 6 (Ro6) software, focusing on alterations in oropharyngeal volume and minimum cross-sectional area as key indicators of orthognathic surgery outcomes. ANOVA analysis showed significant differences in volume measurements between Do/Ro5 (p = 0.034) and Do/Ro6 (p = 0.047), but no difference between Ro5 and Ro6 (p = 0.685). No significant differences were found in minimum cross-sectional area parameters. Despite standardized protocols, interpretation discrepancies exist between Do and Ro 5/6, possibly due to program-specific properties. Further studies on threshold value comparability are needed for data standardization. Direct comparisons of clinical data from Do, Ro5, and Ro6 are limited due to methodological disparities. Nonetheless, these programs allow reproducible and quantifiable measurements for clinical assessments of these specific airway changes following orthognathic surgery.

Advancements in Imaging for the Diagnosis of Wake-up Stroke

BACKGROUND

The concept of wake-up stroke (WUS) as a distinct subtype of acute ischaemic stroke, characterized by an uncertain onset time, traditionally resulted in the exclusion of patients from intravenous thrombolysis treatment.

REVIEW SUMMARY

Advancements in neuroimaging have prompted a shift in the approach to intravenous thrombolysis treatment, moving away from a strict focus on the onset time window toward consideration of the tissue time window. This paradigm shift has expanded the opportunity for a larger cohort of patients with WUS to receive timely and effective treatment, ultimately leading to improved prognosis.

CONCLUSIONS

This study reviews the WUS pathogenesis and the progress of various imaging diagnostic techniques to clarify the WUS onset time and select the optimal treatment plan.

Changes in the Spatial Structure of Synchronization Connections in EEG During Nocturnal Sleep Apnea

This study involved 72 volunteers divided into two groups according to the apnea-hypopnea index (AHI): AHI>15 episodes per hour (ep/h) (main group, n=39, including 28 men, median AHI 44.15, median age 47), 0≤AHI≤15ep/h (control group, n=33, including 12 men, median AHI 2, median age 28). Each participant underwent polysomnography with a recording of 19 EEG channels. Based on wavelet bicoherence (WB), the magnitude of connectivity between all pairs of EEG channels in six bands was estimated: Df1 0.25;1, Df2 1;4, Df3 4;8, Df4 8;12, Df5 12;20, Df6 20;30 Hz. In all six bands considered, we noted a significant decrease in symmetrical interhemispheric connections in OSA patients. Also, in the main group for slow oscillatory activity Df1 and Df2, we observe a decrease in connection values in the EEG channels associated with the central interhemispheric sulcus. In addition, patients with AHI>15 show an increase in intrahemispheric connectivity, in particular, forming a left hemisphere high-degree synchronization node (connections PzT3, PzF3, PzFp1) in the Df2 band. When considering high-frequency EEG oscillations, connectivity in OSA patients again shows a significant increase within the cerebral hemispheres. The revealed differences in functional connectivity in patients with different levels of AHI are quite stable, remaining when averaging the full nocturnal EEG recording, including both the entire sleep duration and night awakenings. The increase in the number of hypoxia episodes correlates with the violation of the symmetry of interhemispheric functional connections. Maximum absolute values of correlation between the apnea-hypopnea index, AHI, and the WB synchronization strength are observed for the Df2 band in symmetrical EEG channels C3C4 (-0.81) and P3P4 (-0.77). The conducted studies demonstrate the possibility of developing diagnostic systems for obstructive sleep apnea syndrome without using signals from the cardiovascular system and respiratory activity.

Advances in Multimodal Echocardiographic Evaluation of Ischemic Cardiomyopathy due to Obstructive Sleep Apnea Syndrome

Obstructive sleep apnea syndrome (OSAS) is characterized by recurrent complete (apneas) and partial (hypopneas) upper airway events, causing intermittent hypoxemia and sleep fragmentation. It significantly impacts the cardiovascular system, increasing the morbidity and mortality associated with various complications. Therefore, employing appropriate echocardiographic methods to assess myocardial function in OSAS patients is crucial. It can facilitate early clinical intervention, enhance the quality of life, and potentially extend patients' survival.

The role of serum C-Fos and glial fibriller acidic protein levels in detecting the severity of obstructive sleep apnea

PURPOSE

Hypoxia and sleep fragmentations that develop during sleep cause central nervous system damage in patients with obstructive sleep apnea (OSA). This study investigates the relationship between OSA severity and glial fibrillary acidic protein (GFAP) and c-Fos, which are considered indicators of neuronal damage.

METHODS

The study included 84 participants (70 patients with OSA and 14 healthy individuals). All participants were evaluated with the Epworth Sleepiness Scale (ESS) before polysomnography (PSG), and serum GFAP and c-Fos values were measured after PSG. All participants were grouped according to the apnea-hypopnea index (AHI) score (control: AHI < 5, Mild OSA: 5 ≤ AHI < 15; moderate OSA: 15 ≤ AHI < 30; severe OSA: AHI ≥ 30).

RESULTS

The average age of the participants was 48.5 ± 11.4 years. According to AHI scoring, 14 healthy individuals (16.7%) were in the control group, and 70 patients (83.3%) were in OSA groups. The serum GFAP levels and c-Fos levels were increased in the OSA groups (7.1 ± 5.7 ng/mL and 7.9 ± 7.5 pg/mL respectively) compared to the control group (1.3 ± 0.4 ng/mL and 2.7 ± 1.4 pg/mL p < 0.001 and p < 0.01, respectively). There was a significant positive correlation between AHI and oxygen desaturation index (ODI) values, which indicate disease severity, and serum c-Fos (r: 0.381 and r:0.931, p < 0.01, respectively) and GFAP (r: 0.793 and r:0.745, p < 0.01, respectively) values.

CONCLUSION

Serum GFAP and c-Fos values, which are considered indicators of neuronal damage, can be used as a serum marker to determine disease severity in OSA.

Effect of the Mandibular Repositioning Appliance (MARA) on Posterior Airway Space (PAS)

Aim of the study was to show the effect of skeletal Class II treatment with the mandibular anterior repositioning appliance (MARA) on the sagittal posterior airway space (PAS) diameter. A total of 53 patients were selected retrospectively: 26 male patients (median 13 years, age span 10–19 years) and 27 female patients (median 14 years, age span 11–47 years). All patients had lateral cephalograms taken at T1 (before MARA treatment) and at T2 (after MARA treatment). Average treatment took 13.1 ± 7.5 months (Group 1) and 10.5 ± 4.5 months (Group 2), respectively. The following PAS parameters were obtained at T1 and T2: TI (Tangent Point 1), Me/Gn (menton/gnathion), DW (dorsal wall). Additionally, Björk‘s sum angle, SNA, SNB and ANB were determined. The male patients showed a higher increase in the anteroposterior diameter of the PAS (+27.5%) compared to female patients (+11.6%). Male participants had a significantly higher PAS (p = 0.006) than female participants (p = 0.09). Although not significantly, Björk‘s sum angle decreased in both groups. In general, compared to female patients, male patients showed a greater decrease between T1 and T2. SNA and SNB exhibited varied behavior between T1 and T2, with some individuals reporting a decrease and others reporting an increase. SNA tended to decrease in general. In terms of ANB, the male participants displayed a decrease from T1 to T2. Treatment of a skeletal Class II malocclusion with the mandibular anterior repositioning appliance (MARA) caused an increase in the sagittal posterior airway space (PAS) diameter and, thereby, might be effective against obstructive sleep apnea.

The Present and Future of the Clinical Use of Physiological Traits for the Treatment of Patients with OSA: A Narrative Review

People with obstructive sleep apnea (OSA) are a heterogeneous group. While many succeed in the treatment of their OSA, many others struggle with therapy. Herein, we discuss how anatomical and physiological factors that cause sleep apnea (OSA traits) impact treatment response and may offer an avenue for more precise care. These OSA traits, including anatomical (upper-airway collapsibility) and physiological (loop gain, airway muscle responsiveness, and arousal threshold) factors, may help determine who can succeed with continuous positive airway pressure, oral appliances, hypoglossal nerve stimulation, or pharmacotherapy. In the future, identifying OSA traits before initiating treatment may help guide the selection of the most effective and tolerable therapy modalities for each individual.

Symptom and comorbidity burden in hypertensive patients with obstructive sleep apnea

Background

Obstructive sleep apnea (OSA) is an important but frequently overlooked risk factor for hypertension (HTN). The prevalence of hypertension is high in patients with OSA, but the differences in clinical symptoms and comorbidities between patients with OSA with hypertension and those with normal blood pressure have not been fully defined.

Methods

This study retrospectively analyzed OSA patients diagnosed for the first time in Lihuili Hospital Affiliated to Ningbo University from 2016 to 2020. Patients were divided into an OSA group with hypertension and an OSA group without hypertension. The sociodemographic information, clinical symptoms, comorbidities, and polysomnography results of the two groups were compared. The independent risk factors associated with hypertension in patients with OSA were explored.

Results

A total of 1108 patients with OSA initially diagnosed were included in the study, including 387 with hypertension and 721 without. Compared with OSA patients without hypertension, OSA patients with hypertension were older; had a higher body mass index (BMI) and Epworth sleepiness score (ESS); a higher incidence of nocturia; and a higher proportion of diabetes mellitus, coronary heart disease, and cerebrovascular disease. Multivariate analysis showed age (odds ratio [OR]:1.06, 95% confidence interval [CI]:1.04-1.08), BMI (OR:1.17, 95% CI:1.11-1.23), ESS score (OR:0.97, 95%CI: 0.94-1.00) and nocturia symptoms (OR:1.64, 95% CI:1.19-2.27) was independently associated with hypertension in OSA patients, and comorbid diabetes (OR: 3.86, 95% CI: 2.31-6.45), coronary heart disease (OR: 1.90, 95% CI:1.15-3.16), and ischemic stroke (OR: 3.69,95% CI:1.31-10.40) was independently associated with hypertension in OSA patients.

Conclusion

Compared to OSA patients with normal blood pressure, OSA patients with hypertension had more significant daytime sleepiness, more frequent nocturnal urination, and a higher risk of diabetes, coronary heart disease, and cerebrovascular disease.

A Systematic Review and Meta-Analysis of Mean Platelet Volume and Platelet Distribution Width in Patients with Obstructive Sleep Apnoea Syndrome

Obstructive sleep apnoea syndrome (OSAS) is a highly prevalent yet underestimated disorder caused by the complete or partial obstruction of the upper airways. Although polysomnography is the gold standard for OSAS diagnosis, there is an active search for easily accessible biomarkers of disease presence and severity, particularly those reflecting morphological changes in specific blood cells. We investigated the associations between the presence and severity of OSAS, continuous positive airway pressure (CPAP) treatment, mean platelet volume (MPV), and platelet distribution width (PDW), routinely assessed as part of the complete blood count. From 262 retrieved records from PubMed, the Web of Science, Scopus, and Google Scholar, 31 manuscripts were selected for a final analysis, 30 investigating MPV and 15 investigating PDW. MPV was not statistically different between OSAS patients and healthy controls; however, it progressively increased with disease severity. By contrast, OSAS patients had significantly higher PDW values than controls (SMD = 0.40, 95% CI: 0.25 to 0.56; p ˂ 0.001), and the difference increased with disease severity. In a univariate meta-regression, there were significant associations between the MPV and publication year, the apnoea-hypopnea index, and diabetes mellitus, while no associations were observed with the PDW. No significant between-group differences were observed in the subgroup analyses. These data suggest that PDW, and to a lesser extent, MPV, are potential biomarkers of OSAS and require further research to ascertain their pathophysiological significance (PROSPERO, CRD42023459413).

Airways Type-2 Related Disorders: Multiorgan, Systemic or Syndemic Disease?

Chronic rhinosinusitis (CRS) has recently undergone a significant paradigm shift, moving from a phenotypical classification towards an "endotype-based" definition that places more emphasis on clinical and therapeutic aspects. Similar to other airway diseases, like asthma, most cases of CRS in developed countries exhibit a dysregulated type-2 immune response and related cytokines. Consequently, the traditional distinction between upper and lower airways has been replaced by a "united airway" perspective. Additionally, type-2 related disorders extend beyond respiratory boundaries, encompassing conditions beyond the airways, such as atopic dermatitis. This necessitates a multidisciplinary approach. Moreover, consideration of possible systemic implications is crucial, particularly in relation to sleep-related breathing diseases like Obstructive Sleep Apnoea Syndrome (OSAS) and the alteration of systemic inflammatory mediators such as nitric oxide. The trends in epidemiological, economic, and social burden are progressively increasing worldwide, indicating syndemic characteristics. In light of these insights, this narrative review aims to present the latest evidence on respiratory type-2 related disorders, with a specific focus on CRS while promoting a comprehensive perspective on the "united airways". It also introduces a novel concept: viewing these conditions as a multiorgan, systemic, and syndemic disease.

Obstructive sleep apnea increases the risk of herpes zoster and postherpetic neuralgia

OBJECTIVE

Diseases associated with chronic pain are typically a major source of stress for patients; and have been linked to herpes zoster (HZ) development. Here, we investigated whether obstructive sleep apnea (OSA) is a potential stressor that increases the risk of HZ and postherpetic neuralgia (PHN) in affected individuals.

METHODS

The data used in this study were obtained from the National Health Insurance Research Database. The study cohort included patients aged between 20 and 100 years who had OSA during the period from 2000 to 2017 (with tracking completed until 2018). The case group and the control group were matched at a 1:1 ratio on the basis of age, sex, comorbidities, and index year, with patients who had outcomes before the index date being excluded. The outcomes considered in this study were HZ and PHN. The risk of HZ and PHN with and without OSA was calculated, and age, sex, comorbidities, and index year were adjusted for.

RESULTS

There were 25,211 patients in each group. Patients with OSA had a significantly higher risk of HZ (adjusted hazard ratio [aHR] = 1.22) than those without did. The patients with OSA had also a significantly higher risk of PHN (aHR = 1.36) than those without did. In term of comorbidities, the patients with OSA without (aHR = 1.28) and with (aHR = 1.17) comorbidities had a significantly higher risk of HZ compared with those without OSA. In addition, the patients with OSA but no other comorbidities (aHR = 1.68) had a significantly higher risk of PHN than those without did.

CONCLUSION

OSA increases the risk of not only HZ but also PHN. Therefore, patients with OSA should be aware of the potential effect of the disease on their stress levels, as well as the increased risk of developing HZ and PHN.

Residents cognition and attitude towards obstructive sleep apnea hypopnea syndrome

OBJECTIVES

Obstructive sleep apnea hypopnea syndrome (OSAHS) may cause damage to many organs of the body and is a potentially fatal disease, which has a serious impact on health and quality of life for patients. Residents play an important role in the screening of OSAHS. This study aims to evaluate the cognition and attitude level of residents towards OSAHS, and to provide evidence for the intervention and diagnosis of the disease.

METHODS

A cross-sectional survey of residents at a teaching hospital was conducted from December 1, 2021 to December 1, 2022. A questionnaire was used to assess residents' knowledge, attitudes, and confidence in dealing with OSAHS patients.

RESULTS

Of the 200 residents who responded to the questionnaire, 183(91.5%) completed it. The average score on the knowledge scale of Obstructive Sleep Apnea Knowledge and Attitudes Questionnaire (OSAKA) for all residents in this study was 13.12±2.46. The knowledge score of internal medicine residents was higher than that of non-internal medicine residents (13.46±2.22 vs 12.33±2.83, P<0.05), and the mean knowledge score of residents with respiratory rotation experience was higher than that of residents without respiratory rotation experience (13.46±2.35 vs 12.69±2.56, P<0.05). The average score of the attitude/confidence scale on the OSAKA questionnaire for all residents in this study was 3.64±0.62. Of the 183 residents, 60.7% of residents considered OSAHS to be extremely important as a clinical disorder, 72.7% of residents were confident in the identification of OSAHS patients, but only 50.3% were confident in the management of OSAHS patients, and only 42.6% were confident in the management of patients treated with continuous positive pressure ventilation. There was a weak positive correlation among levels of knowledge, attitude, and confidence.

CONCLUSIONS

Most residents are aware of the clinical importance of OSAHS, but their knowledge and confidence for OSAHS diagnosis and management are still insufficient, and they need to be trained to manage OSAHS patients.