sleep apnea

睡眠呼吸暂停
  • 文章类型: Journal Article
    关于气道正压通气(PAP)治疗阻塞性睡眠呼吸暂停(OSA)的替代方法的观点总结了由睡眠研究学会基金会进行的焦点小组的程序。这个观点来自睡眠医学的多学科专家小组,牙科睡眠医学,和耳鼻喉科,旨在确定口腔矫治器疗法和舌下神经刺激在OSA治疗中的当前作用,重点是美国的实践领域。次要目标是从实施科学的角度确定采用包括获得护理在内的非PAP治疗的各种障碍和促进因素,多学科专业知识,报销,监管方面,目前的治疗指南,卫生政策,以及与提供护理相关的其他因素。该小组将审查与最近的事件联系起来,例如大规模的PAP设备召回,再加上大流行的供应链困境,以及OSA领域的新兴科学,并为多学科方法提供解决方案,同时确定知识差距和未来的研究机会。
    This perspective on alternatives to positive airway pressure (PAP) therapy for the treatment of obstructive sleep apnea (OSA) summarizes the proceedings of a focus group that was conducted by the Sleep Research Society Foundation. This perspective is from a multidisciplinary panel of experts from sleep medicine, dental sleep medicine, and otolaryngology that aims to identify the current role of oral appliance therapy and hypoglossal nerve stimulation for the treatment of OSA with emphasis on the US practice arena. A secondary aim is to identify-from an implementation science standpoint-the various barriers and facilitators for adoption of non-PAP treatment that includes access to care, multidisciplinary expertise, reimbursement, regulatory aspects, current treatment guidelines, health policies, and other factors related to the delivery of care. The panel has contextualized the review with recent events-such as a large-scale PAP device recall compounded by supply chain woes of the pandemic-and emerging science in the field of OSA and offers solutions for multidisciplinary approaches while identifying knowledge gaps and future research opportunities.
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  • 文章类型: Journal Article
    据报道,经导管主动脉瓣置换术(AVR)患者中睡眠呼吸暂停的患病率很高;然而,在年轻和相对健康的外科AVR(SAVR)患者中,睡眠呼吸暂停的患病率尚不清楚.
    我们评估了SAVR患者的睡眠呼吸暂停的患病率和总体睡眠质量。50-89岁的参与者有资格招募。所有参与者在SAVR之前完成II型HST。睡眠呼吸暂停定义为呼吸暂停低通气指数(AHI)≥5次/小时。目前使用气道正压通气是排他性的。
    46名参与者(32名男性/14名女性)的平均年龄为66.6岁,体重指数为30,AHI为23.5,阻塞性AHI为22.0。只有四名参与者有睡眠呼吸暂停诊断,然而在II型睡眠测试中,除了一个人之外,所有人都有睡眠呼吸暂停。三分之二的睡眠呼吸暂停为中度或重度(AHI≥15)。四分之一的呼吸事件被定义为没有去饱和的觉醒。虽然大多数睡眠参数类似于类似年龄的社区队列,N3的平均百分比降低,仅占总睡眠时间的3.8%。
    II型家庭睡眠测试(HST)显示,该样本中睡眠呼吸暂停的患病率为97.8%,其中大部分是未确诊的阻塞性睡眠呼吸暂停。大约三分之二的睡眠呼吸暂停是中度或重度。阻塞性睡眠呼吸暂停在严重主动脉瓣疾病患者中的如此高的影响值得进一步研究潜在的潜在机制和临床意义。
    UNASSIGNED: A high prevalence of sleep apnea has been reported among transcatheter aortic valve replacement (AVR) patients; however, the prevalence of sleep apnea in the younger and relatively healthier population of surgical AVR (SAVR) patients is unknown.
    UNASSIGNED: We assessed the prevalence of sleep apnea and overall sleep quality in patients having SAVR. Participants aged 50-89 were eligible for recruitment. All participants completed type II HST before SAVR. Sleep apnea was defined as an apnea-hypopnea index (AHI) ≥ 5 events/hour. The current use of positive airway pressure was exclusionary.
    UNASSIGNED: The 46 participants (32 males/14 females) had a mean age of 66.6 years, body mass index of 30, AHI of 23.5, and obstructive AHI of 22.0. Only four participants had a prior sleep apnea diagnosis, yet all but one had sleep apnea on type II sleep testing. Two-thirds of sleep apnea was moderate or severe (AHI ≥ 15). A quarter of respiratory events were defined by arousals without desaturations. Whereas most sleep parameters resembled those of similarly aged community cohorts, mean percentage of N3 was reduced, accounting for only 3.8% of total sleep time.
    UNASSIGNED: Type II home sleep testing (HST) revealed a 97.8% prevalence of sleep apnea in this sample, most of which was undiagnosed obstructive sleep apnea. Roughly two-thirds of sleep apnea was moderate or severe. Such a high impact of obstructive sleep apnea among patients with severe aortic valve disease deserves further investigation on potential underlying mechanisms and clinical implications.
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  • 文章类型: Journal Article
    目的:本研究旨在研究与舌下神经刺激器(HNS)植入治疗阻塞性睡眠呼吸暂停(OSA)相关的不良事件。从制造商和用户设施设备体验(MAUDE)数据库中提取数据。我们的目标是提供这些不良事件的全面和最新的说明。
    方法:回顾性分析。
    方法:MAUDE数据库审查。
    方法:对MAUDE数据库进行回顾性分析,以收集2014年5月至2023年12月的所有HNS相关报告。收集的变量包括事件日期,事件描述,事件的性质,医源性损伤,所需的干预措施,and,如果可用,根本原因。分析每个事件描述以对不良事件进行分类,后期干预,和设备型号。
    结果:在1178份符合纳入标准的报告中,发现1312起不良事件。常见的不良事件包括感染(24.0%),疼痛(19.7%),血肿/血清肿(10.2%)。大约83.1%的这些不良事件需要医疗和/或手术干预。最常见的程序包括移植(29.4%)和设备重新定位(15.8%)。报告气胸50例,41(82.0%)需要插入胸管。尽管植入了与MRI兼容的第二代内部脉冲发生器,但在磁共振成像(MRI)的情况下,三个不良事件描述了过度刺激。
    结论:虽然在持续气道正压通气失败或不耐受的情况下,HNS植入已被确定为OSA的可靠干预措施,这项研究强调了几个围手术期和术后的困难和并发症。了解这些挑战对于完善外科手术实践和加强患者同意流程至关重要。最终旨在改善治疗结果。
    OBJECTIVE: This study aims to examine the adverse events associated with hypoglossal nerve stimulator (HNS) implantation for treating obstructive sleep apnea (OSA), drawing data from the Manufacturer and User Facility Device Experience (MAUDE) database. We aim to provide a comprehensive and updated account of these adverse events.
    METHODS: Retrospective analysis.
    METHODS: MAUDE Database review.
    METHODS: A retrospective analysis was performed on the MAUDE database to collect all HNS-related reports from May 2014 to December 2023. Variables collected included date of event, event description, nature of event, iatrogenic injuries, required interventions, and, if available, root causes. Each event description was analyzed to classify the adverse event, the postevent intervention, and device model number.
    RESULTS: Out of 1178 reports fulfilling the inclusion criteria, 1312 adverse events were identified. Common adverse events included infection (24.0%), pain (19.7%), and hematoma/seroma (10.2%). Approximately 83.1% of these adverse events necessitated medical and/or surgical intervention. The most frequent procedures included explantation (29.4%) and device repositioning (15.8%). Pneumothorax was reported in 50 cases, with 41 (82.0%) requiring a chest tube to be inserted. Three adverse events described overstimulation in the setting of magnetic resonance imaging (MRI) despite the implantation of MRI-compatible second-generation internal pulse generators.
    CONCLUSIONS: While HNS implantation has been established as a reliable intervention for OSA in cases of continuous positive airway pressure failure or intolerance, this study highlights several perioperative and postoperative difficulties and complications. Understanding these challenges is essential for refining surgical practices and enhancing patient consent processes, ultimately aiming to improve therapeutic outcomes.
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  • 文章类型: Journal Article
    睡眠质量在决定人类福祉方面起着重要作用,使用各种方法研究睡眠和睡眠障碍可以帮助预防和治疗疾病。正电子发射断层扫描(PET)是一种无创、高度敏感的医学成像技术,在临床上已被广泛采用。这篇综述文章提供了与睡眠和睡眠呼吸暂停相关的研究活动的数据,并讨论了PET在研究睡眠呼吸暂停和其他睡眠障碍中的用途。我们对1965年至2021年间发表的关于睡眠和睡眠呼吸暂停的原始研究文章的数量进行了统计分析,发现自1990年以来,出版物的数量急剧增加。捐助国和地区的分布也发生了重大变化。尽管有大量关于睡眠研究的文献(1965-2021年间有256,399篇原创研究文章),PET仅在54项已发表的研究中使用,这表明了一个尚未开发的研究领域。尽管如此,PET是识别睡眠障碍和各种疾病病理变化之间联系的有用工具,包括神经学,新陈代谢,和心血管疾病,以及癌症。为了促进PET在睡眠呼吸暂停研究中的更广泛使用,在临床和临床前环境中都需要进一步的研究.
    The quality of sleep plays a significant role in determining human well-being, and studying sleep and sleep disorders using various methods can aid in the prevention and treatment of diseases. Positron emission tomography (PET) is a noninvasive and highly sensitive medical imaging technique that has been widely adopted in the clinic. This review article provides data on research activity related to sleep and sleep apnea and discusses the use of PET in investigating sleep apnea and other sleep disorders. We conducted a statistical analysis of the number of original research articles published on sleep and sleep apnea between 1965 and 2021 and found that there has been a dramatic increase in publications since 1990. The distribution of contributing countries and regions has also undergone significant changes. Although there is an extensive body of literature on sleep research (256,399 original research articles during 1965-2021), PET has only been used in 54 of these published studies, indicating a largely untapped area of research. Nonetheless, PET is a useful tool for identifying connections between sleep disorders and pathological changes in various diseases, including neurological, metabolic, and cardiovascular disorders, as well as cancer. To facilitate the broader use of PET in sleep apnea research, further studies are needed in both clinical and preclinical settings.
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  • 文章类型: Journal Article
    目的:探讨孕妇孕早期体重指数(BMI)与子代睡眠呼吸暂停诊断的关系。
    方法:我们在瑞典1983-2015年出生的3,281,803例单胎活产婴儿中进行了一项全国性队列研究。使用具有预期记录信息的国家登记册,我们跟踪参与者从2岁到35岁的睡眠呼吸暂停诊断.我们使用风险比(HR)和调整后的Cox模型的95%置信区间(CI)比较了妊娠早期BMI类别的睡眠呼吸暂停风险。为了解决家庭内部共有因素的混淆,我们进行了兄弟姐妹对照分析,并研究了兄弟姐妹的母亲BMI与后代睡眠呼吸暂停风险的关系。
    结果:有17,830次睡眠呼吸暂停诊断。母亲早孕BMI与子代睡眠呼吸暂停风险呈正相关;与BMI正常的女性(18.5-24.9)相比,母亲BMI类别25.0-29.9(超重)的后代睡眠呼吸暂停的校正HR(95%CI),30.0-34.9(肥胖I级),≥35.0(肥胖II级或III级),分别,1.14(1.09,1.19),1.28(1.20,1.36),和1.40(1.27,1.54)。来自同胞控制分析的相应HR代表孕妇之间BMI差异的风险变化,分别,1.13(1.01,1.26),1.17(0.97,1.42),和1.32(0.97,1.80)。兄弟姐妹的HR/母亲BMI减弱,表明共同的家庭因素的作用较弱。其他怀孕,出生,新生儿并发症与后代睡眠呼吸暂停风险有关,但并未实质性介导与母亲肥胖的关系.
    结论:母亲超重和肥胖与子代睡眠呼吸暂停风险呈剂量反应关系。
    OBJECTIVE: To investigate the association between maternal early pregnancy body mass index (BMI) and offspring sleep apnea diagnosis.
    METHODS: We conducted a nationwide cohort study among 3,281,803 singleton live births in Sweden born 1983-2015. Using national registers with prospectively recorded information, we followed participants for a sleep apnea diagnosis from 2 to up to 35 years of age. We compared sleep apnea risks by early pregnancy BMI categories using hazard ratios (HR) with 95% confidence intervals (CI) from adjusted Cox models. To address confounding by factors shared within families, we conducted sibling-controlled analyses and studied the relation of siblings\' maternal BMI with index offspring\'s sleep apnea risk.
    RESULTS: There were 17,830 sleep apnea diagnoses. Maternal early pregnancy BMI was positively associated with offspring sleep apnea risk; compared with women with normal BMI (18.5-24.9), adjusted HR (95% CI) of offspring sleep apnea for maternal BMI categories 25.0-29.9 (overweight), 30.0-34.9 (obesity class I), and ≥35.0 (obesity class II or III) were, respectively, 1.14 (1.09, 1.19), 1.28 (1.20, 1.36), and 1.40 (1.27, 1.54). Corresponding HR from sibling-controlled analyses representing risk change for maternal BMI differences between pregnancies were, respectively, 1.13 (1.01, 1.26), 1.17 (0.97, 1.42), and 1.32 (0.97, 1.80). HR by siblings\' maternal BMI were attenuated, suggesting a weak role for shared familial factors. Other pregnancy, birth, and neonatal complications were associated with offspring sleep apnea risk, but did not substantially mediate the association with maternal obesity.
    CONCLUSIONS: Maternal overweight and obesity are associated with offspring sleep apnea risk in a dose-response manner.
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  • 文章类型: Journal Article
    血液透析(HD)人群的阻塞性睡眠呼吸暂停(OSA)患病率很高,这与液体过载特别相关。以低干重为目标的HD液体管理显示可降低OSA严重程度,打开新的治疗选择。我们评估了肾病学家对HD患者OSA诊断的认识,以及他们是否将当前知识整合到他们的液体管理策略中。
    我们执行了一个多中心,2022年7月至2023年7月的横断面研究,筛查四个HD单位的所有HD患者,包括那些确诊OSA的患者。我们从电子档案中收集人体测量参数和体液状态。通过多频生物电阻抗(BCM®)测量预透析流体过载。肾脏科医生被要求识别已知OSA的患者,没有咨询医疗档案。将鉴定为“OSA阳性”的患者的液体管理与错误分类为“OSA阴性”的患者的液体管理进行比较。
    在193名HD患者中,23.0%(n=45)已确认OSA。平均年龄为76.0±7.5岁,82.2%是男性。只有60%被肾脏科医师正确鉴定为“OSA阳性”;14.7%的CPAP患者被鉴定。BMI是与正确识别OSA相关的唯一因素。“OSA阳性”患者的透析前液体超负荷倾向于大于“OSA阴性”患者(2.2±1.4kgvs1.5±1.3kg;p=0.08),但是两组之间透析后干重的成就没有差异(残余超重0.2±1.0kg和0.1±0.7kg;p=0.672)。
    我们的研究表明,将科学证据应用于透析患者的OSA管理并不系统。然而,肾脏病学家试图在所有患者中严格达到干重,无论OSA状态如何。肾病学家对HD患者OSA的临床和诊断特点的敏感性可能会改善OSA的诊断和治疗护理。
    UNASSIGNED: Hemodialysis (HD) populations have a high prevalence of Obstructive Sleep Apnea (OSA), which was specifically linked with fluid overload. HD fluid management targeting a low dry weight was shown to reduce OSA severity, opening to novel therapeutic options. We assessed nephrologists\' awareness of OSA diagnosis in HD patients and whether they integrate the current knowledge into their fluid management strategy.
    UNASSIGNED: We performed a multicenter, cross-sectional study between July 2022 and July 2023, screening all HD patients of four HD units, and included those with confirmed OSA. We collected anthropometric parameters and fluid status from electronic dossiers. Predialysis fluid overload was measured by multifrequency bioelectrical impedance (BCM®). Nephrologists were asked to identify patients with known OSA, without consulting medical dossiers. The fluid management of patients identified as \"OSA positive\" was compared to that of patients misclassified as \"OSA negative\".
    UNASSIGNED: Among 193 HD patients, 23.0% (n=45) had confirmed OSA. The mean age was 76.0 ± 7.5 years, 82.2% were men. Only 60% were correctly identified as \"OSA positive\" by nephrologists; 14.7% of patients on CPAP were identified. BMI was the only factor associated with correct OSA identification. The predialysis fluid overload tended to be greater in \"OSA positive\" patients than in the \"OSA negative\" patients (2.2 ± 1.4 kg vs 1.5 ± 1.3 kg; p=0.08), but there was no difference in postdialysis achievement of dry weight between the groups (residual overweight 0.2 ± 1.0 kg and 0.1 ± 0.7 kg; p= 0.672).
    UNASSIGNED: Our study suggests that the application of scientific evidence to the management of OSA in dialysis patients is not systematic. However, nephrologists have attempted to strictly achieve dry weight in all patients, regardless of OSA status. Sensibilization of nephrologists on the clinical and diagnostic peculiarities of OSA in HD patients may improve OSA diagnosis and therapeutic care.
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  • 文章类型: Journal Article
    非药物治疗阻塞性睡眠呼吸暂停的疗效,一种非常普遍的疾病,具有严重的心脏代谢和神经认知健康后果,建立得很好。用药物补充传统治疗策略可以改善症状并减少副作用。确定针对睡眠呼吸暂停原因的药物的努力取得了不同的成功。然而,这仍然是研究人员追求的一个值得追求的目标,考虑到潜在的益处,药物治疗可以为那些拒绝或难以坚持现有治疗的患者带来好处.
    本文介绍了阻塞性睡眠呼吸暂停药物治疗的案例,包括减少呼吸暂停事件发生的药物,如减肥剂,通气激活剂和肌肉和神经系统兴奋剂,缓解症状的药物,例如用于白天过度嗜睡的促醒剂,和改善对现有治疗的依从性的药物,比如催眠。文献在2024年3月1日至2024年4月18日期间从PubMed获得。
    在我们对阻塞性睡眠呼吸暂停病理学的理解以及用于确定治疗剂及其靶标的技术方面取得了令人兴奋的最新进展,为扩大使用药物来应对这种后果性疾病提供了积极的前景。
    UNASSIGNED: The efficacy of non-pharmacotherapeutic treatment of obstructive sleep apnea, a highly prevalent condition with serious cardiometabolic and neurocognitive health consequences, is well established. Supplementing traditional treatment strategies with medications can improve symptoms and reduce side effects. Efforts to identify medications that target the causes of sleep apnea have met with mixed success. However, this remains a worthwhile objective for researchers to pursue, given the potential benefit pharmacotherapy could bring to those patients who reject or struggle to adhere to existing treatments.
    UNASSIGNED: This article presents the case for obstructive sleep apnea pharmacotherapy including drugs that reduce the occurrence of apnea events, such as weight loss agents, ventilation activators and muscle and nervous system stimulants, drugs that alleviate symptoms, such as wake-promoting agents for excessive daytime sleepiness, and drugs that improve adherence to existing treatments, such as hypnotics. Literature was accessed from PubMed between 1 March 2024 and 18 April 2024.
    UNASSIGNED: Exciting recent advances in both our understanding of obstructive sleep apnea pathology and in the techniques used to identify therapeutic agents and their targets combine to embolden a positive outlook for the expanded use of drugs in tackling this consequential disease.
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  • 文章类型: Journal Article
    肥胖的患病率持续上升。肥胖患者患几种疾病的风险增加。我们对BMI超过30kg/m2的人群进行了基于算法的筛查程序,并提供了有关先前未诊断的肥胖相关疾病患病率的数据。
    769名BMI>30kg/m2且年龄18-60岁的人进行了糖尿病筛查(通过糖化血红蛋白和HbA1c43-48mmol/mol的口服葡萄糖耐量试验进行评估),睡眠呼吸暂停(通过问卷调查筛查,并通过心肺监测评估睡眠障碍的迹象),肝脂肪变性或肝纤维化(通过生物化学和纤维扫描评估)和动脉高血压(通过办公室和24小时血压测量评估)。建立了BMI为18.5-29.9kg/m2的参考人群。
    在提到的那些中,73.0%是女性。我们发现了4.2%的新糖尿病,糖尿病前期占9.1%,25.1%的中度至重度睡眠呼吸暂停,增加肝脏脂肪和增加肝脏硬度68.1%和17.4%,分别,而高血压或隐性高血压占19.0%。男性的疾病患病率更高,并且随着BMI的增加而增加。除了高血压,在参照组中,我们发现少数参与者患有未确诊的疾病.
    基于算法的筛查程序是可行的,并且在很大一部分参与者中揭示了未诊断的肥胖相关疾病。不成比例的转诊模式需要一种量身定制的方法,旨在包括更多的肥胖男性。
    非肥胖组由丹麦南部地区科学伦理委员会批准(项目识别号:S-20210091),该研究发表在clinicaltrials.gov(NCT05176132)。
    肥胖的人数正在上升,他们患各种疾病的风险更高。我们测试了一项针对BMI超过30kg/m2的人群的筛查计划,并介绍了与肥胖相关的疾病的患病率。我们筛查了769名年龄在18至60岁、BMI超过30kg/m2的糖尿病患者(生物化学和葡萄糖耐量试验),睡眠呼吸暂停(问卷调查和家庭监测),肝病(生物化学和肝脏扫描)和高血压(办公室和24小时读数)。我们还测试了BMI为18.5-30kg/m2的参考人群。在那些被筛选的人中,73.0%是女性。我们发现4.2%的新糖尿病病例,糖尿病前期占9.1%,睡眠呼吸暂停占25.1%,肝脏脂肪增加68.1%,肝脏硬度增加17.4%,而高血压或隐性高血压占19.0%。这些疾病在男性中更为常见,并且随着BMI和年龄的增加而增加。除了高血压,我们在参考组中发现的病例很少。该筛查计划在一大群人中发现了未诊断的肥胖相关疾病。转诊的不均匀分布表明我们需要一种定制的方法来包括更多的肥胖男性。
    UNASSIGNED: The prevalence of obesity continues to rise. People with obesity are at increased risk of several diseases. We tested an algorithm-based screening program for people with a BMI above 30 kg/m2 and present data on the prevalence of previously undiagnosed obesity-related diseases.
    UNASSIGNED: Seven hundred and sixty-nine persons with BMI > 30 kg/m2 and age 18-60 years were screened for diabetes (assessed by glycosylated hemoglobin and oral glucose tolerance test at HbA1c 43-48 mmol/mol), sleep apnea (screened by questionnaires and assessed by cardiorespiratory monitoring at indication of sleep disorder), liver steatosis or liver fibrosis (assessed by biochemistry and fibroscan) and arterial hypertension (assessed by both office and 24-hour blood pressure measurement). A reference group of people with a BMI of 18.5-29.9 kg/m2 was established.
    UNASSIGNED: Of those referred, 73.0% were women. We identified new diabetes in 4.2%, prediabetes in 9.1%, moderate-to-severe sleep apnea in 25.1%, increased liver fat and increased liver stiffness in 68.1% and 17.4%, respectively, and hypertension or masked hypertension in 19.0%. The prevalence of diseases was much higher among men and increased with BMI. Except for hypertension, we found few participants with undiagnosed disease in the reference group.
    UNASSIGNED: An algorithm-based screening program is feasible and reveals undiagnosed obesity-related disease in a large proportion of the participants. The disproportional referral pattern calls for a tailored approach aiming to include more men with obesity.
    UNASSIGNED: Inclusion of the non-obese group was approved by the Scientific Ethics Committee of The Region of Southern Denmark (project identification number: S-20210091), and the study was reported at clinicaltrials.gov (NCT05176132).
    The number of people with obesity is going up, and they are at a higher risk for various diseases. We tested a screening program for people referred with a BMI over 30 kg/m2 and presented the prevalence of diseases related to obesity. We screened 769 people aged 18 to 60 years with a BMI over 30 kg/m2 for diabetes (biochemistry and glucose tolerance test), sleep apnea (both questionnaires and home monitoring), liver disease (biochemistry and liver scan) and high blood pressure (office and 24-hour readings). We also tested a reference group of people with BMI 18.5-30 kg/m2. Among those screened, 73.0% were women. We found new cases of diabetes in 4.2%, prediabetes in 9.1%, sleep apnea in 25.1%, increased liver fat in 68.1%, increased liver stiffness in 17.4%, and hypertension or masked hypertension in 19.0%. The diseases were more common in men and increased with both higher BMI and age. Except for hypertension, we found few cases in the reference groups. The screening program uncovered undiagnosed obesity-related diseases in a large group of individuals. The uneven distribution of referrals suggests we need a customized approach to include more men with obesity.
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  • 文章类型: Journal Article
    背景:目前还没有研究表明治疗能够降低阻塞性睡眠呼吸暂停(OSA)患者的主要不良心血管事件(MACE)和死亡风险。
    目的:探讨OSA合并肥胖患者代谢手术与MACE的长期关系。
    方法:在美国卫生系统(2004-2018年)确定了BMI为35-70kg/m2和中度至重度OSA的成年患者。使用重叠加权方法将接受代谢手术的患者的基线特征与非手术对照组平衡。多变量Cox回归分析估计事件发生时间MACE。后续行动于2022年9月结束。
    结果:13,657例患者(男性7496例[54.9%];平均年龄,52.0年[标准差12.4];BMI中位数,41.0[IQR,37.6-46.2]),其中代谢手术组970例,非手术组12687例,中位随访时间为5.3年(IQR,3.1-8.4年)进行了分析。10岁时体重的平均组间差异为26.6kg(95%CI,25.6-27.6)或19.3%(95%CI,18.6%-19.9%)。代谢手术组MACE的10年累积发生率为27.0%(95%CI,21.6%-32.0%),非手术组为35.6%(95%CI,33.8%-37.4%)(调整后的HR,0.58[95%CI,0.48-0.71],P<.001)。全因死亡率的10年累积发生率在代谢手术组为9.1%(95%CI,5.7%-12.4%),在非手术组为12.5%(95%CI,11.2%-13.8%)(调整后的HR,0.63[95%CI,0.45-0.89],P=.009)。
    结论:在中度至重度OSA和肥胖患者中,代谢手术,与非手术治疗相比,与MACE事件和死亡的风险显著降低相关.
    BACKGROUND: No therapy has been shown to reduce the risk of major adverse cardiovascular events (MACE) and death in patients with obstructive sleep apnea (OSA).
    OBJECTIVE: To investigate the long-term relationship between metabolic surgery and incident MACE in patients with OSA and obesity.
    METHODS: Adult patients with BMI 35-70 kg/m2 and moderate-to-severe OSA at a US health system (2004-2018) were identified. Baseline characteristics of patients who underwent metabolic surgery were balanced with a nonsurgical control group using overlap weighting methods. Multivariable Cox regression analysis estimated time-to-incident MACE. Follow-up ended in September 2022.
    RESULTS: 13,657 patients (7496 [54.9%] men; mean age, 52.0 years [SD 12.4]; median BMI, 41.0 [IQR, 37.6-46.2]), including 970 patients in the metabolic surgery group and 12,687 patients in the nonsurgical group, with a median follow-up of 5.3 years (IQR, 3.1-8.4 years) were analyzed. The mean between-group difference in body weight at 10 years was 26.6 kg (95% CI, 25.6-27.6) or 19.3% (95% CI, 18.6%-19.9%). The 10-year cumulative incidence of MACE was 27.0% (95% CI, 21.6%-32.0%) in the metabolic surgery group and 35.6% (95% CI, 33.8%-37.4%) in the nonsurgical group (adjusted HR, 0.58 [95% CI, 0.48-0.71], P < .001). The 10-year cumulative incidence of all-cause mortality was 9.1% (95% CI, 5.7%-12.4%) in the metabolic surgery group and 12.5% (95% CI, 11.2%-13.8%) in the nonsurgical group (adjusted HR, 0.63 [95% CI, 0.45-0.89], P = .009).
    CONCLUSIONS: Among patients with moderate-to-severe OSA and obesity, metabolic surgery, compared with nonsurgical management, was associated with a significantly lower risk of incident MACE and death.
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  • 文章类型: Journal Article
    目的:我们的目的是创建一种能够识别单导联心电图(ECG)信号中阻塞性睡眠呼吸暂停(OSA)模式的机器学习架构,在临床数据集中使用时表现出卓越的性能。
    方法:我们使用由1656名患者组成的数据集进行了研究,代表不同的人口,来自中国医科大学附属医院睡眠中心。为了检测呼吸暂停ECG段并提取呼吸暂停特征,我们利用了EfficientNet和它的一些层,分别。此外,我们比较了各种训练和数据预处理技术,以增强模型的预测能力,例如设置类别和样本权重或采用重叠和规则切片。最后,我们针对呼吸暂停心电图数据库上的其他文献测试了我们的方法.
    结果:我们的研究发现,EfficientNet模型使用重叠切片和样本权重设置实现了最佳的呼吸暂停节段检测,AUC为0.917,准确度为0.855。对于AHI>30的患者筛查,我们将训练模型与XGBoost相结合,导致0.975的AUC和0.928的准确性。使用PhysioNet数据的其他测试表明,我们的模型在筛选OSA水平的能力方面与现有模型的性能相当。
    结论:我们建议的架构,加上训练和预处理技术,在不同的人口统计数据中表现出令人钦佩的表现,使我们更接近OSA诊断的实际实施。试验注册本研究的数据是在机构审查委员会CMUH109-REC3-018的批准下从台湾的中国医科大学医院回顾性收集的。
    OBJECTIVE: Our objective was to create a machine learning architecture capable of identifying obstructive sleep apnea (OSA) patterns in single-lead electrocardiography (ECG) signals, exhibiting exceptional performance when utilized in clinical data sets.
    METHODS: We conducted our research using a data set consisting of 1656 patients, representing a diverse demographic, from the sleep center of China Medical University Hospital. To detect apnea ECG segments and extract apnea features, we utilized the EfficientNet and some of its layers, respectively. Furthermore, we compared various training and data preprocessing techniques to enhance the model\'s prediction, such as setting class and sample weights or employing overlapping and regular slicing. Finally, we tested our approach against other literature on the Apnea-ECG database.
    RESULTS: Our research found that the EfficientNet model achieved the best apnea segment detection using overlapping slicing and sample-weight settings, with an AUC of 0.917 and an accuracy of 0.855. For patient screening with AHI > 30, we combined the trained model with XGBoost, leading to an AUC of 0.975 and an accuracy of 0.928. Additional tests using PhysioNet data showed that our model is comparable in performance to existing models regarding its ability to screen OSA levels.
    CONCLUSIONS: Our suggested architecture, coupled with training and preprocessing techniques, showed admirable performance with a diverse demographic dataset, bringing us closer to practical implementation in OSA diagnosis. Trial registration The data for this study were collected retrospectively from the China Medical University Hospital in Taiwan with approval from the institutional review board CMUH109-REC3-018.
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