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From stages to states: rethinking sleep from first principles. 从阶段到状态:从基本原理重新思考睡眠。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf298
Diane C Lim, Cheng-Bang Chen, Ronny P Bartsch
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引用次数: 0
A novel method to identify endotypes and risk factors related to co-occurring obstructive sleep apnea and sleep bruxism. 一种识别阻塞性睡眠呼吸暂停和睡眠磨牙症共同发生的内窥镜和危险因素的新方法。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf238
Miguel Meira E Cruz
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引用次数: 0
To advance sleep science, let's study change. 为了推进睡眠科学,让我们研究变化。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf155
Katharine C Simon, Katherine A Duggan

Sleep is critical for physical, cognitive, and mental health, but how sleep supports these domains likely fluctuates across the lifespan. While traditional observational and experimental study designs-often cross-sectional or limited (two-wave) longitudinal designs-have provided valuable insights, they fall short of capturing the dynamic nature of sleep and its effects over time. To fully understand these complex and evolving relationships, multimethod, multi-time point longitudinal designs are required. These approaches can illuminate the temporal dynamics of sleep and its outcomes, offering stronger and potentially causal conclusions. In this article, we aim to empower sleep scientists, clinicians, and trainees with research methods focused on studying change-methods that can be applied across both observational and experimental designs. To truly advance the field, it is critical to examine sleep throughout the lifespan, from infancy through older adulthood, with repeated and nuanced assessments of sleep and its related outcomes. We outline a variety of statistical analysis approaches and corresponding design considerations that support the rigorous study of change in sleep. Finally, we offer forward-looking recommendations for scientific training, research program evaluation and funding, and the development of research infrastructure and collaborations. Together, these strategies have the potential to propel the field of sleep research forward, generating richer insights and change-based conclusions. Statement of Significance As a field, we are driven by a fundamental question: does sleep temporally precede and cause changes to our physical, mental, and cognitive health? While many existing studies use cross-sectional or limited (two-wave) longitudinal designs, these approaches often fall short of capturing the full picture needed to understand the timing and impact of sleep. Encouragingly, we have the tools and methods needed to pursue this important work. In this article, we highlight statistical approaches and research designs that can help move the field forward. With thoughtful application of these methods, we can strengthen our conclusions, generate more impactful findings, and bring us closer to understanding the role of sleep across the lifespan.

睡眠对身体、认知和心理健康至关重要,但睡眠对这些领域的支持程度可能会随着人的一生而波动。虽然传统的观察和实验研究设计——通常是横断面或有限的(两波)纵向设计——提供了有价值的见解,但它们无法捕捉睡眠的动态本质及其随时间的影响。为了充分理解这些复杂和不断发展的关系,需要多方法、多时间点的纵向设计。这些方法可以阐明睡眠的时间动态及其结果,提供更有力和潜在因果关系的结论。在这篇文章中,我们的目标是让睡眠科学家、临床医生和学员掌握专注于研究变化的研究方法,这些方法可以应用于观察和实验设计。要真正推动这一领域的发展,关键是要在整个生命周期中,从婴儿期到老年期,对睡眠及其相关结果进行反复而细致的评估。我们概述了各种统计分析方法和相应的设计考虑,以支持对睡眠变化的严格研究。最后,在科研培训、科研项目评估与资助、科研基础设施建设与合作等方面提出前瞻性建议。总之,这些策略有可能推动睡眠研究领域向前发展,产生更丰富的见解和基于变化的结论。
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引用次数: 0
Genome-wide gene by sleepiness interaction analysis for sleep apnea. 睡眠呼吸暂停的全基因组嗜睡相互作用分析。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf212
Pavithra Nagarajan, Nuzulul Kurniansyah, Jiwon Lee, Sina A Gharib, Yushan Xu, Yiyan Zhang, Brian Spitzer, Tariq Faquih, Hufeng Zhou, Eric Boerwinkle, Han Chen, Daniel J Gottlieb, Xiuqing Guo, Nancy L Heard-Costa, Bertha A Hidalgo, Daniel Levy, Peter Y Liu, Hao Mei, Rebecca Montalvan, Sutapa Mukherjee, Kari E North, George T O'Connor, Lyle J Palmer, Sanjay R Patel, Bruce M Psaty, Shaun M Purcell, Laura M Raffield, Stephen S Rich, Jerome I Rotter, Richa Saxena, Albert V Smith, Katie L Stone, Xiaofeng Zhu, Brian E Cade, Tamar Sofer, Susan Redline, Heming Wang

Study objectives: Excessive daytime sleepiness (EDS), influenced by environmental and social-behavioral factors, is reported by a subset of patients with sleep apnea-a group that may be at elevated cardiovascular risk. However, it is unclear whether sleep apnea with and without EDS have distinct genetic underpinnings. In this study, we perform gene-by-EDS interaction analyses for apnea hypopnea index, a diagnostic marker of sleep apnea severity, to understand EDS's influence on its underlying genetic risk.

Methods: Discovery interaction analyses for common variants and gene-based rare variants were conducted respectively using multi-ethnic Trans-Omics for Precision Medicine (N = 11 619) data, followed by replication and subsequent meta-analysis in additional Trans-Omics for Precision Medicine-imputed data (N = 8904). The 1 degree-of-freedom (1df) G × E test and the 2df joint G,G × E tests were utilized. Sex-stratified analyses were additionally performed.

Results: Discovery analysis revealed two common intronic variants-rs13118183 (CCDC3) and rs281851 (MARCHF1)-and three rare variant gene sets mapped to SCUBE2, TMEM26, and CPS4FL-to exhibit interaction with EDS. Meta-analysis revealed EDS interaction with 11 rare variant gene sets mapped to UBLCP1, MED31, RAP1GAP, CPNE5, MYMX, YY1, ZNF773, YBEY, IQCB1, PI4K2B, and CORO1A.

Conclusion: Genetic loci reveal connections to cardiovascular risk, insulin resistance, thiamine deficiency, and resveratrol mechanism. Discovered genetic signals may offer insight into pertinent biological pathways for sleep apnea patients with an excessively sleepy subtype. Statement of Significance Sleep apnea is a complex sleep disorder. Exemplifying this is the disparately varying estimates of presence of excessive daytime sleepiness (EDS) in patients, and persistent EDS that lingers despite treatment. Some data indicate that the excessively sleepy subtype of sleep apnea carries heightened cardiovascular risk. Whether EDS influences genetic risk factors underlying sleep apnea has not yet been investigated. This study addresses this gap, as the first genome-wide gene × EDS interaction study for apnea hypopnea index, the standard sleep apnea severity metric. Genetic loci that have been previously unconsidered for sleep apnea are revealed. Discovered interaction signals highlight pathways in metabolism, genes associated with cardiometabolic traits, and therapeutic agents influencing obesity, blood pressure, oxidative stress, and apnea hypopnea index.

研究目的:睡眠呼吸暂停患者的一个亚群报告了受环境和社会行为因素影响的白天过度嗜睡(EDS),这一群体可能具有较高的心血管风险。然而,目前尚不清楚是否有和没有EDS的睡眠呼吸暂停有不同的遗传基础。在这项研究中,我们对睡眠呼吸暂停严重程度的诊断指标——呼吸暂停低通气指数(AHI)进行了基因-EDS相互作用分析,以了解EDS对其潜在遗传风险的影响。方法:利用多民族Trans-Omics for Precision Medicine (TOPMed)数据(N=11619)分别对常见变异和基于基因的罕见变异进行发现交互分析,并对其他TOPMed输入数据(N=8904)进行复制和meta分析。采用1自由度(1df) GxE检验和2df关节GxE检验。另外进行了性别分层分析。结果:发现分析发现了两个常见的内含子变异- rs13118183 (CCDC3)和rs281851 (MARCHF1) -以及三个罕见的变异基因集,定位于SCUBE2, TMEM26和CPS4FL -与EDS相互作用。meta分析显示EDS与11个罕见变异基因集相互作用,这些基因集分别为UBLCP1、MED31、RAP1GAP、CPNE5、MYMX、YY1、ZNF773、YBEY、IQCB1、PI4K2B和CORO1A。结论:基因位点揭示了心血管风险、胰岛素抵抗、硫胺素缺乏和白藜芦醇机制的联系。发现的遗传信号可能为睡眠呼吸暂停患者过度困倦亚型提供相关的生物学途径。
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引用次数: 0
Metabolomic biomarkers of rest-activity rhythms in older women: results from the Women's Health Initiative study. 老年妇女休息-活动节律的代谢组学生物标志物:来自妇女健康倡议(WHI)研究的结果
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf320
Lingxiao Zhang, Chris Ho Ching Yeung, Kyoung A Viola Lee, Aladdin H Shadyab, Andrea LaCroix, Katie L Stone, Kristine Yaffe, Kathleen M Hayden, Ramon Casanova, Stephen R Rapp, Jiu-Chiuan Chen, Laura Baker, JoAnn E Manson, Yuan Huang, Qian Xiao

Study objectives: Prior research has suggested that disrupted and weakened rest-activity rhythms measured by accelerometry may be associated with risks of many diseases, including cardiometabolic diseases, cancer, and dementia, but the mechanisms underlying this are not fully understood. This study is the second of two studies aimed at using an untargeted approach to identify metabolomic markers associated with rest-activity rhythm characteristics and focuses on older women.

Methods: The analysis included 688 women in the Women's Health Initiative. Rest-activity rhythms were characterized by parametric and non-parametric algorithms applied to accelerometry data. Metabolomics data were measured from fasting serum samples with ultra high-performance liquid-phase chromatography and gas chromatography coupled with mass spectrometry and tandem mass spectrometry. Associations between rest-activity rhythms and metabolomics were determined by multiple linear regression models and Ingenuity Pathway Analysis.

Results: Of the 934 metabolites included, 280 showed an association (false discovery rate < 0.1) with one of the three primary rest-activity variables (pseudo F-statistic, intradaily variability, and interdaily stability). These metabolites represent a wide range of biochemical classes and metabolic pathways, including sulfur amino acids, fibrinopeptides, plasmalogens, amino sugar metabolites, and nucleotides. The PEX5 gene network was identified by the Ingenuity Pathway Analysis as the most significantly enriched genetic pathway in relation to rest-activity rhythms.

Conclusions: We found numerous metabolites and pathways that were associated with rest-activity rhythm variables in older women, suggesting a potentially wide-reaching role of diurnal behaviors in human metabolism and health. Statement of Significance In this metabolomics study in older women, we found a large number of metabolites that were associated with rest-activity rhythms. These metabolites represented a wide range of biochemical classes and metabolic pathways. This analysis also confirmed numerous metabolite associations we have recently found in a sample of older men in the Osteoporotic Fractures in Men study, lending further support to a wide-reaching role of circadian rhythms and diurnal behaviors in human health. To the best of our knowledge, our two studies were the first metabolomics investigations focusing on rest-activity rhythm characteristics. With further validation studies, we anticipate that findings from these studies will contribute to the broader endeavor to understand, diagnose, and treat circadian rhythm-related disorders, with potential benefits for human health.

研究目的:先前的研究表明,通过加速计测量的休息-活动节律的中断和减弱可能与许多疾病的风险有关,包括心脏代谢疾病、癌症和痴呆,但其背后的机制尚未完全了解。这项研究是两项研究中的第二项,旨在使用非靶向方法识别与休息-活动节律特征相关的代谢组学标志物,并专注于老年女性。方法:分析纳入妇女健康倡议的688名妇女。休息-活动节律通过参数和非参数算法应用于加速度测量数据进行表征。空腹血清代谢组学数据采用超高效液相色谱和气相色谱联用质谱和串联质谱法测定。通过多元线性回归模型和独创性途径分析(Ingenuity Pathway Analysis, IPA)确定休息-活动节律与代谢组学之间的关联。结果:在纳入的934种代谢物中,280种显示出关联(错误发现率)。结论:我们发现许多代谢物和途径与老年妇女的休息-活动节律变量相关,这表明日常行为在人体代谢和健康中可能具有广泛的作用。
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引用次数: 0
On the mechanisms of dopamine receptor agonists in restless legs syndrome. 多巴胺受体激动剂治疗不宁腿综合征的机制探讨。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf305
Sergi Ferré, Diego García-Borreguero, Christopher J Earley

Several dopaminergic compounds, including the clinically used pramipexole, are labeled as preferential dopamine D3 receptor (D3R) agonists based on their moderately higher affinity for the D3R versus other D2-like receptor subtypes. It is therefore generally believed that D3R is the main target for their initial therapeutic response in restless legs syndrome (RLS). Here, we review the results of recent comprehensive pharmacological studies that demonstrate that in addition to the binding affinities of D3R agonists, their functional responses at the different D2-like receptors depend on other pharmacodynamic factors, including intrinsic efficacy, biased agonism, functional efficacy, and receptor heteromerization, and pharmacokinetic factors, including brain penetrability. When considering all these factors, the short isoform of the D2 receptor (D2SR) localized in the dopaminergic neurons and D2SRs and D4Rs localized in corticostriatal glutamatergic terminals become preferential targets of low doses of these D2-like receptor agonists. On the other hand, higher doses are necessary to promote activation of postsynaptic striatal D3Rs forming heteromers with D1Rs, which could be associated with the phenomenon of augmentation, the worsening of RLS symptoms with their chronic use. The putative role of spinal D3Rs, especially with the periodic leg movements of sleep component of RLS, is also discussed. This analysis should provide therapeutic clues for better targeting of the dopamine receptor subtypes involved in the therapeutic and not in the secondary effects of D2-like receptor agonists in RLS. Statement of Significance We discuss recent pharmacological studies demonstrating that the targets of the therapeutic effects of dopamine receptor agonists in restless legs syndrome depend on more than just binding affinities. Several other pharmacodynamic and pharmacokinetic factors also need to be considered when evaluating the main dopamine receptor subtype involved. These studies suggest that striatal presynaptic D2 receptors (D2Rs) and D4Rs are preferentially involved in the therapeutic effects of dopamine receptor agonists, while striatal postsynaptic D1Rs and D3Rs are involved in the worsening of RLS symptoms with their chronic use. The putative role of spinal D3Rs, especially with the periodic leg movements of sleep component of RLS, is also discussed.

几种多巴胺能化合物,包括临床使用的普拉克索,被标记为优先多巴胺D3受体(D3R)激动剂,基于它们对D3R相对于其他d2样受体亚型具有较高的亲和力。因此,一般认为D3R是他们在不宁腿综合征(RLS)的初始治疗反应的主要靶点。在这里,我们回顾了最近的综合药理学研究结果,这些研究表明,除了它们的结合亲和力外,它们对不同d2样受体的功能反应还取决于其他药效学因素,包括内在功效、偏向激动作用、功能功效和受体异质化,以及药代动力学因素,包括脑穿透性。考虑到所有这些因素,定位于多巴胺能神经元的D2受体短异构体(D2SR)和定位于皮质纹状体谷氨酸末端的D2SR和D4Rs成为低剂量D2样受体激动剂的优先靶点。另一方面,需要更高的剂量来促进突触后纹状体D3Rs与D1Rs形成异构体的激活,这可能与慢性使用RLS症状增强和恶化的现象有关。本文还讨论了脊髓D3Rs的作用,特别是与RLS的周期性睡眠腿部运动(PLMS)组成部分。该分析将为更好地靶向多巴胺受体亚型提供治疗线索,这些亚型参与了d2样受体激动剂在RLS中的治疗作用,而不是继发性作用。
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引用次数: 0
Metabolomic biomarkers of rest-activity rhythms in older men: results from the Osteoporotic Fractures in Men (MrOS) study. 老年男性休息-活动节律的代谢组学生物标志物:来自男性骨质疏松性骨折研究(MrOS)的结果。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf319
Lingxiao Zhang, Kyoung A Viola Lee, Katie Stone, Andrea LaCroix, Aladdin H Shadyab, Kristine Yaffe, Susan Redline, Deborah Kado, Chris Ho Ching Yeung, Shuaichao Wang, Yuan Huang, Qian Xiao

Study objectives: Rest-activity rhythm characteristics have been linked to a wide range of health conditions; however, the molecular mechanisms underlying these associations are not well understood. This study is the first of two studies aiming to use an untargeted approach to identify metabolomic markers associated with rest-activity rhythm characteristics and focuses on older men.

Methods: The study included 950 participants from the Osteoporotic Fractures in Men study. Multiple parametric and non-parametric variables of rest-activity rhythms were derived from actigraphy data. A total of 848 metabolites were measured from fasting blood samples using an untargeted approach. Multiple linear regression models and Ingenuity Pathway Analysis (IPA) were used to identify metabolomic profiles associated with rest-activity variables.

Results: We found 65 metabolites, mostly amino acids and lipids, that were significantly associated with at least one of the primary rest-activity variables (i.e. pseudo-F-statistic, intradaily variability, and interdaily stability). These metabolites were from various biochemical pathways, including diacylglycerol, plasmalogen, lysoplasmalogen, and amino sugar metabolism. The IPA suggested that these metabolites may be implicated in various diseases and functions, particularly immune and inflammatory diseases, and identified the PEX2-PEX5 network as a significantly enriched gene-regulation pathway.

Conclusions: Our findings expand the current knowledge about the relationship between diurnal behaviors and human metabolism, and provide new evidence regarding mechanistic pathways that may mediate the adverse health effects of impaired rest-activity rhythms in older men. Statement of Significance In this metabolomics study in older men, we found a large number of metabolites that were associated with rest-activity rhythms. Our findings expand the current knowledge about the relationship between circadian-regulated diurnal behaviors and human metabolism, reinforce the critical role of circadian function in health and diseases, and provide new evidence regarding mechanistic pathways that may mediate the adverse effects of circadian disruptions. Our findings also point to ample future directions for further research to further elucidate the relationships among rest-activity rhythms, metabolomic profiles, and disease risk, which may help identifying intermediate targets for developing disease therapies and developing models for disease risk prediction and management.

研究目标:休息-活动节律特征与广泛的健康状况有关;然而,这些关联背后的分子机制尚不清楚。这项研究是两项研究中的第一项,旨在使用非靶向方法识别与休息-活动节律特征相关的代谢组学标志物,并专注于老年男性。方法:该研究包括来自男性骨质疏松性骨折研究的950名参与者。静息-活动节律的多参数和非参数变量来源于活动记录仪数据。使用非靶向方法从空腹血液样本中测量了总共848种代谢物。使用多元线性回归模型和独创性途径分析(Ingenuity Pathway Analysis, IPA)来确定与休息-活动变量相关的代谢组学特征。结果:我们发现65种代谢物,主要是氨基酸和脂质,与至少一种主要的休息活性变量(即伪f统计量、每日变异性和每日稳定性)显著相关。这些代谢物来自不同的生化途径,包括二酰基甘油、plasmalogen、溶酶plasmalogen和氨基糖代谢。IPA表明这些代谢物可能与多种疾病和功能有关,特别是免疫和炎症性疾病,并确定PEX2-PEX5网络是一个显著富集的基因调控途径。结论:我们的研究结果扩展了目前关于日常行为与人体代谢之间关系的知识,并为老年男性休息-活动节律受损可能介导不良健康影响的机制途径提供了新的证据。
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引用次数: 0
Response to Li and Wang: slow oscillations and spatial memory: reflecting on the limited behavioral effects of slow wave sleep-specific CPAP withdrawal. 对Li和Wang的回应:慢振荡和空间记忆:反映sws特异性CPAP戒断的有限行为效应。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf346
Anna E Mullins, Ankit Parekh, Korey Kam, Daphne I Valencia, Reagan Schoenholz, Ahmad Fakhoury, Bresne Castillo, Zachary J Roberts, Sajila Wickramaratne, Thomas M Tolbert, Jeongyeon Hwang, Esther M Blessing, Omonigho M Bubu, David M Rapoport, Indu Ayappa, Ricardo S Osorio, Andrew W Varga
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引用次数: 0
Revisiting the mechanisms of dopamine receptor agonists in restless legs syndrome. 重新审视多巴胺受体激动剂在不宁腿综合征中的作用机制。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf348
Maria P Mogavero
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引用次数: 0
Assessing racial/ethnic differences in sleep-pain relationships using intensive longitudinal modeling among Native Americans. 在美洲原住民中使用密集的纵向模型评估睡眠-疼痛关系的种族/民族差异。
IF 4.9 2区 医学 Q1 Medicine Pub Date : 2026-01-13 DOI: 10.1093/sleep/zsaf216
Jamie L Rhudy, Parker A Kell, Joanna O Shadlow, Travis S Lowe, Lancer D Stephens, Michael J Zvolensky, Lorra Garey, Darla E Kendzor, Michael S Businelle

Study objectives: Native Americans (NAs) experience higher rates of chronic pain than other U.S. racial/ethnic groups. Sleep and pain share a bidirectional relationship, but sleep impacts pain more than the reverse. NAs experience high rates of sleep problems; thus, sleep may contribute to the NA pain disparity. To date, there have been no intensive longitudinal assessments of sleep and pain to assess whether sleep-pain temporal relationships differ across racial/ethnic groups, including NAs.

Methods: To address this research gap, a secondary analysis of a clinical trial of a mobile health intervention for anxiety and/or depression sample was conducted. NA (n = 199), White (n = 205), Black (n = 198), and Hispanic adults (n = 199) completed ecological momentary assessments of daily sleep quality, sleep duration, and morning and evening pain intensity for 6-months. Dynamic structural equation modeling was used to assess cross-lagged, temporal relationships between sleep and pain, while controlling potential confounds.

Results: As expected, there was a reciprocal sleep-pain relationship; lower sleep quality was associated with higher next-morning pain and higher pain was associated with lower next-day sleep quality. The sleep to pain path was stronger than the reverse. Evening pain was also associated with next-night sleep quality. Sleep duration was not temporally related to pain. There was a stronger sleep quality-pain association in NAs compared to Black participants, but no other racial/ethnic difference was significant.

Conclusions: This is the first study to show that sleep-pain relationships extend to NAs and other minoritized groups, but poor sleep may not fully account for NA pain disparities.

Clinical trial: Mobile Health and COVID-19, https://clinicaltrials.gov/study/NCT05074693, NCT05074693 Statement of Significance This is the first study to examine sleep-pain relationships in Native Americans (NAs), a group that experiences significant pain disparities. Sleep quality was related to morning pain and morning pain was related to sleep quality, but the effect of sleep quality on pain was stronger than the reverse. Similar relationships were found in other racial/ethnic groups (Black, Hispanic, White), except that the sleep-pain path was stronger in NAs than Black participants. Together, these findings suggest that poor sleep contributes to pain and that pain contributes to poor sleep in all groups and does not fully account for the NA pain disparity.

研究目标:美国原住民(NAs)比其他美国种族/族裔群体经历更高的慢性疼痛率。睡眠和疼痛有双向关系,但睡眠对疼痛的影响大于相反。NAs的睡眠问题发生率很高;因此,睡眠可能会导致NA疼痛差异。到目前为止,还没有对睡眠和疼痛进行深入的纵向评估,以评估不同种族/民族(包括NAs)的睡眠-疼痛时间关系是否存在差异。方法:为了解决这一研究空白,对一项针对焦虑和/或抑郁样本的移动健康干预的临床试验进行了二次分析。美籍黑人(n = 199)、白人(n = 205)、黑人(n = 198)和西班牙裔成年人(n = 199)完成了为期6个月的每日睡眠质量、睡眠持续时间和早晚疼痛强度的生态瞬时评估(EMAs)。动态结构方程模型用于评估睡眠和疼痛之间的交叉滞后、时间关系,同时控制潜在的混淆。结果:正如预期的那样,睡眠-疼痛存在互惠关系;较低的睡眠质量与较高的第二天早晨疼痛有关,较高的疼痛与较低的第二天睡眠质量有关。从睡眠到疼痛的路径比相反的路径更强。夜间疼痛也与第二天晚上的睡眠质量有关。睡眠时间与疼痛在时间上没有关系。与黑人参与者相比,NAs的睡眠质量与疼痛有更强的关联,但其他种族/民族的差异不显著。结论:这是第一个表明睡眠疼痛关系延伸到NAs和其他少数群体的研究,但睡眠不足可能不能完全解释NA疼痛差异。
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引用次数: 0
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