mediation

调解
  • 文章类型: Journal Article
    对工作成瘾风险的关注正在增加;然而,需要更多的研究来探索工作成瘾风险对员工工作和生活领域各个方面的可能影响。尽管一些研究已经考虑了工作成瘾风险的前因后果,这项研究特别关注睡眠质量,作为工作附加风险与包括家庭压力在内的三个结果变量之间关系的潜在解释机制,工作压力和幸福。
    数据是使用在线平台收集的,参与者由188名法国员工组成,他们是使用简单随机抽样方法选择的。参与者对调查的回应包括工作成瘾风险测试(WART),工作压力,幸福,和睡眠质量。使用JASP和SPSS-26程序分析数据。
    结果显示,工作成瘾风险与家庭和工作压力之间存在显着的正相关关系,而工作成瘾风险与睡眠质量和幸福感之间存在负相关关系。此外,对调解路径的分析表明,睡眠质量对工作附加风险与工作压力之间的联系以及工作成瘾风险与幸福感之间的联系具有重要的调解作用.
    考虑到睡眠质量在工作成瘾之间的关系中的中介作用,压力和幸福,建议组织和公司特别注意员工的睡眠质量。
    UNASSIGNED: Attention to work addiction risk is growing; however, more studies are needed to explore the possible impact of work addiction risk on various aspects of employees\' work and life domains. Although several studies have considered the antecedents or consequences of work addiction risk, this study particularly focuses on sleep quality as a potential explanatory underlying mechanism in the relation between work addition risk and three outcome variables including stress at home, stress at work and well-being.
    UNASSIGNED: The data was collected using an online platform and participants consisted of 188 French employees who were selected using simple random sampling method. Participants responded to the survey including the Work Addiction Risk Test (WART), stress at work, well-being, and sleep quality. The data was analyzed using JASP and SPSS-26 programs.
    UNASSIGNED: The results revealed that there are significant positive relationships between work addiction risk and both stress at home and at work and negative relationships between work addiction risk and both sleep quality and well-being. In addition, the analyses of the mediation paths suggest the significant mediation role of sleep quality for the link between work addition risk and stress at work as well as the link between work addiction risk and well-being.
    UNASSIGNED: Given the verified mediating role of sleep quality in the relationship between work addiction, stress and wellbeing, it is recommended that organizations and companies pay particular attention to their employees\' sleep quality.
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  • 文章类型: Journal Article
    在目前的研究中,八名大学生使用由常见声音组成的非语言听觉刺激进行连续的样本匹配(S-MTS)程序。在紧急关系测试中,参与者被要求大声说话,他们的口头陈述被转录并归类为阶级一致,类不一致,或者无关紧要。所有参与者都符合对称性的出现标准,而四名参与者则符合传递性/等效性的出现标准。对口头陈述的分析表明,参与者发出的类一致陈述与S-MTS任务期间的正确选择反应之间存在正相关。这些结果表明,在紧急关系测试中可能存在口头调解。
    In the current study, eight college students were exposed to a successive matching-to-sample (S-MTS) procedure utilizing non-verbal auditory stimuli consisting of common sounds. During emergent relations tests, participants were asked to talk aloud, and their vocal-verbal statements were transcribed and categorized as class-consistent, class-inconsistent, or irrelevant. All participants met emergence criterion for symmetry and four did so for transitivity/equivalence. Analysis of vocal-verbal statements showed a positive correlation between class-consistent statements emitted by participants and correct selection responses during S-MTS tasks. Such results suggest possible verbal mediation during emergent relations tests.
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  • 文章类型: Journal Article
    在因果调解分析中,自然间接效应的非参数识别通常依赖于,除了没有未观察到的暴露前混淆,(i)所谓的“跨世界-计数”独立性和(ii)没有暴露引起的混杂因素的基本假设。当中介是二进制的,当没有做出任何假设时,已经给出了部分识别的界限,或者当仅假设(Ii)时。我们将现有的界限扩展到多体介体的情况,并为仅假设(i)的情况提供界限。我们将这些界限应用于尼日利亚哈佛PEPFAR计划的数据,我们评估抗逆转录病毒治疗对病毒学失败的影响是由患者的依从性介导的程度,并表明对这种效应的推断对模型假设有些敏感。
    In causal mediation analysis, nonparametric identification of the natural indirect effect typically relies on, in addition to no unobserved pre-exposure confounding, fundamental assumptions of (i) so-called \"cross-world-countterfactuals\" independence and (ii) no exposure-induced confounding. When the mediator is binary, bounds for partial identification have been given when neither assumption is made, or alternatively when assuming only (ii). We extend existing bounds to the case of a polytomous mediator, and provide bounds for the case assuming only (i). We apply these bounds to data from the Harvard PEPFAR program in Nigeria, where we evaluate the extent to which the effects of antiretroviral therapy on virological failure are mediated by a patient\'s adherence, and show that inference on this effect is somewhat sensitive to model assumptions.
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  • 文章类型: Journal Article
    目的:比较四种先验竞争对手介导的频繁社交媒体使用途径,电子尼古丁输送系统(ENDS)使用和内化心理健康(MH)问题在五波全国代表性的数据。
    方法:这是一项纵向研究,使用来自烟草与健康研究的人口评估第2-5波(2014年10月至2019年11月)的数据。一项全国代表性的队列研究,历时约5年,在美国进行。参与者的分析样本包括在第2波时年龄为12-14岁的人,并在随后的波中提供数据直到第4.5波(n=4627,白人占69.7%,男性占51.4%)。
    方法:频繁使用社交媒体(每天几次),将ENDS使用(过去30天的使用)和内在化MH问题(过去一年中四个项目的认可症状)对进行分析。
    结果:三个关键变量的加权比例随时间增加。从第2波到第5波,社交媒体的频繁使用从56.9%增长到77.2%;将MH问题内化从18.9增长到29.0%;ENDS的使用率从1.4%增长到11.4%。在使用具有随机效应的广义线性混合模型的加权逻辑回归中,t时频繁使用社交媒体与t+1时更多使用ENDS之间存在显著的人内关联[调整比值比(aOR)=1.87;95%置信区间(CI)=1.47,2.37],t+1时内化MH问题恶化(aOR=1.19;95%CI=1.04,1.37).拟合了基于模型的因果中介分析和边际结构模型,以估计平均因果中介效应。在整个三个构建体的所有四个检查的中介途径中,观察到部分调解,所有途径对男孩和女孩都很重要。在检查的前瞻性介导途径中没有出现性别差异。
    结论:在美国青年中,频繁的社交媒体使用似乎调解了经历内在化的心理健康问题和使用电子尼古丁给药系统之间的前瞻性关联。
    OBJECTIVE: To compare four a priori rival mediated pathways of frequent social media use, electronic nicotine delivery systems (ENDS) use and internalizing mental health (MH) problems across five waves of nationally representative data.
    METHODS: This was a longitudinal study using data drawn from waves 2-5 (October 2014-November 2019) of the Population Assessment of Tobacco and Health Study, a nationally representative cohort study spanning approximately 5 years, conducted in the United States. The analytical sample of participants included those who were aged 12-14 years at wave 2 and who provided data in subsequent waves until wave 4.5 (n = 4627, 69.7% were White and 51.4% were male).
    METHODS: Frequent social media use (several times a day), ENDS use (past 30-day use) and internalizing MH problems (endorsed symptoms on four items in the past year) were dichotomized for analysis.
    RESULTS: The weighted proportions of the three key variables increased over time. From wave 2 to wave 5, frequent social media use grew from 56.9 to 77.2%; internalizing MH problems from 18.9 to 29.0%; and ENDS use from 1.4 to 11.4%. In weighted logistic regressions using generalized linear mixed models with random effects, there was a significant within-person association between frequent social media use at time t and greater ENDS use at t + 1 [adjusted odds ratio (aOR) = 1.87; 95% confidence interval (CI) = 1.47, 2.37] and worsened internalizing MH problems at t + 1 (aOR = 1.19; 95% CI = 1.04, 1.37). A model-based causal mediation analysis and marginal structural models were fitted to estimate the average causal mediation effect. Among all four examined mediation pathways throughout the three constructs, partial mediation was observed, and all the pathways were significant for both boys and girls. Sex differences did not emerge in the examined prospective mediated pathways.
    CONCLUSIONS: Among youth in the United States, frequent social media use appears to mediate the prospective association between experiencing internalizing mental health problems and using electronic nicotine delivery systems.
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  • 文章类型: Journal Article
    背景:老年人的自杀率远高于年轻年龄组的自杀率。鉴于韩国老年人比例的迅速增加和这一年龄组的高自杀率,值得探讨老年人自杀意念的机制。一般来说,不良的童年经历与自杀意念呈正相关;然而,目前尚不完全了解这些经历与当前自杀意念之间的关联是什么中介关系.
    方法:使用逻辑回归分析了685名韩国老年人的数据,路径分析,和结构方程建模。基于我们的理论背景和前人研究的实证结果,我们研究了三个独立的心理健康模型,身体健康,和社会关系中介。之后,我们测试了一个包括所有介体的组合模型.我们还测试了另一种通过身体健康和社会关系调节的心理健康进行调解的组合模型。
    结果:单因素logistic回归结果显示,儿童逆境与老年人自杀意念呈正相关。然而,多变量逻辑回归结果表明,在考虑所有变量后,儿童期逆境的直接影响变得不显著。三种路径模型在童年逆境和自杀意念之间的关联中,通过抑郁和社会支持进行了显着调解。然而,组合结构方程模型表明,只有通过潜在的心理健康问题变量进行调解才具有统计学意义。社会关系调节了从心理健康问题到自杀意念的路径。
    结论:尽管有一些限制,这项研究对制定减轻自杀意念的有效策略具有临床意义.特别是,有效筛查不良童年经历的暴露,抑郁症状的早期识别和治疗可以在削弱儿童逆境与老年人自杀意念之间的联系方面发挥关键作用.
    BACKGROUND: Suicide rates in older adults are much higher than those in younger age groups. Given the rapid increase in the proportion of older adults in Korea and the high suicide rate of this age group, it is worth investigating the mechanism of suicidal ideation for older adults. Generally, adverse childhood experiences are positively associated with suicidal ideation; however, it is not fully understood what mediating relationships are linked to the association between these experiences and current suicidal ideation.
    METHODS: The data from 685 older Korean adults were analyzed utilizing logistic regression, path analyses, and structural equation modeling. Based on our theoretical background and the empirical findings of previous research, we examined three separate models with mental health, physical health, and social relationship mediators. After that, we tested a combined model including all mediators. We also tested another combined model with mediation via mental health moderated by physical health and social relationships.
    RESULTS: The univariate logistic regression results indicated that childhood adversity was positively associated with suicidal ideation in older adults. However, multivariate logistic regression results demonstrated that the direct effect of childhood adversity became nonsignificant after accounting all variables. Three path models presented significant mediation by depression and social support in the association between childhood adversity and suicidal ideation. However, combined structural equation models demonstrated that only mediation by a latent variable of mental health problems was statistically significant. Social relationships moderated the path from mental health problems to suicidal ideation.
    CONCLUSIONS: Despite several limitations, this study has clinical implications for the development of effective strategies to mitigate suicidal ideation. In particular, effectively screening the exposure to adverse childhood experiences, early identification and treatment of depressive symptoms can play a crucial role in weakening the association between childhood adversity and suicidal ideation in older adults.
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  • 文章类型: Journal Article
    迄今为止,还没有一个普遍接受的模型来描述与物质相关的成瘾行为的发展。为了解决这个差距,该研究试图检查主要情绪与成瘾行为倾向之间的关联是否由焦虑依恋风格介导。
    总样本由900名讲德语的非临床成人组成(年龄:M=27;SD=9.60;71.6%为女性)。结构方程模型(SEM)被用来检验主要情绪(悲伤和愤怒)之间的联系,以及潜在变量依恋焦虑和成瘾行为的症状。
    物质使用症状学与更高的依恋焦虑相关(r=0.15),SADNESS(r=0.15),和愤怒(r=0.11)。SADNESS对成瘾行为的影响由依恋焦虑介导(p<0.01),而ANGER对成瘾行为有直接影响(p<0.01)。最终的SEM解释了成瘾行为差异的4%和依恋焦虑的22%。
    我们的研究结果表明,悲伤和愤怒,伴随着依恋焦虑,是导致上瘾行为风险的倾向。然而,虽然愤怒直接影响成瘾行为,悲伤通过其对依恋焦虑的影响起作用。
    UNASSIGNED: To date there is no universally accepted model that describes the development of substance related addictive behavior. In order to address this gap, the study sought to examine whether the association between primary emotions and the inclination toward addictive behavior is mediated by an anxious attachment style.
    UNASSIGNED: The total sample consisted of 900 German speaking non-clinical adults (age: M = 27; SD = 9.60; 71.6% female). Structural Equation Modeling (SEM) was applied to examine the connection between the primary emotions (SADNESS and ANGER), and the latent variables attachment anxiety and symptoms of addictive behavior.
    UNASSIGNED: Substance use symptomatology was correlated with higher attachment anxiety (r = 0.15), SADNESS (r = 0.15), and ANGER (r = 0.11). The effect of SADNESS on addictive behavior is mediated by attachment anxiety (p < 0.01) whereas ANGER had a direct effect on addictive behavior (p < 0.01). The final SEM explains 4% of the variance of addictive behaviors and 22% of attachment anxiety.
    UNASSIGNED: Our findings suggest that both SADNESS and ANGER, along with attachment anxiety, are dispositions that contribute to the risk of engaging in addictive behavior. However, while ANGER directly influences addictive behavior, SADNESS acts through its impact on attachment anxiety.
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  • 文章类型: Journal Article
    背景:虚拟现实(VR)是一种经过充分研究的数字干预措施,已用于管理接受各种医疗程序的儿科患者的急性疼痛和焦虑。这项研究的重点是调查独特的患者特征和VR沉浸水平对VR在静脉穿刺期间管理儿科疼痛和焦虑的有效性的作用。
    目的:本研究的目的是确定VR干预期间特定患者特征和沉浸水平如何影响接受静脉穿刺手术的儿科患者的焦虑和疼痛水平。
    方法:本研究是对2种组合的二次数据分析,先前发表的随机对照试验在洛杉矶儿童医院于2017年4月12日至2019年7月24日对252名10-21岁的儿科患者进行了观察.在3种临床环境中进行了一项随机临床试验,检查了周围静脉导管的放置(放射学和输液中心)和抽血(静脉切开术)。使用条件过程分析进行适度和调解分析,以评估VR干预期间沉浸水平的影响。
    结果:在预测术后焦虑时,沉浸水平和焦虑敏感性之间存在显著的缓和(P=0.01)。在护理标准范围内表现出最高焦虑敏感度的患者,相对于高沉浸水平的个体,术后焦虑升高为1.9(95%CI0.9-2.8;P<.001)。没有发现其他重要因素可以介导或减轻沉浸对术后焦虑或疼痛的影响。
    结论:VR对于焦虑敏感性较高的患者最有效,他们报告感觉高度沉浸。年龄,程序的位置,和患者的性别未发现显著影响VR成功管理术后疼痛或焦虑水平,这表明沉浸式VR可能是广泛的儿科人群的有益干预措施。
    背景:ClinicalTrials.govNCT04268901;https://clinicaltrials.gov/study/NCT04268901。
    BACKGROUND: Virtual reality (VR) is a well-researched digital intervention that has been used for managing acute pain and anxiety in pediatric patients undergoing various medical procedures. This study focuses on investigating the role of unique patient characteristics and VR immersion level on the effectiveness of VR for managing pediatric pain and anxiety during venipuncture.
    OBJECTIVE: The purpose of this study is to determine how specific patient characteristics and level of immersion during a VR intervention impact anxiety and pain levels for pediatric patients undergoing venipuncture procedures.
    METHODS: This study is a secondary data analysis of 2 combined, previously published randomized control trials on 252 pediatric patients aged 10-21 years observed at Children\'s Hospital Los Angeles from April 12, 2017, to July 24, 2019. One randomized clinical trial was conducted in 3 clinical environments examining peripheral intravenous catheter placement (radiology and an infusion center) and blood draw (phlebotomy). Conditional process analysis was used to conduct moderation and mediation analyses to assess the impact of immersion level during the VR intervention.
    RESULTS: Significant moderation was found between the level of immersion and anxiety sensitivity when predicting postprocedural anxiety (P=.01). Patients exhibiting the highest anxiety sensitivity within the standard of care yielded a 1.9 (95% CI 0.9-2.8; P<.001)-point elevation in postprocedural anxiety relative to individuals with high immersion levels. No other significant factors were found to mediate or moderate the effect of immersion on either postprocedural anxiety or pain.
    CONCLUSIONS: VR is most effective for patients with higher anxiety sensitivity who report feeling highly immersed. Age, location of the procedure, and gender of the patient were not found to significantly impact VR\'s success in managing levels of postprocedural pain or anxiety, suggesting that immersive VR may be a beneficial intervention for a broad pediatric population.
    BACKGROUND: ClinicalTrials.gov NCT04268901; https://clinicaltrials.gov/study/NCT04268901.
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  • 文章类型: English Abstract
    探讨移情对青少年抑郁症状的影响,并探讨家庭功能在移情对抑郁症状影响中的潜在中介作用。
    在研究中分析了来自成都积极儿童发展(CPCD)队列的2022年横截面数据。2022年6月在成都进行了一项调查,涉及3所随机选择的分层学校的3020名5-8年级学生。人际反应指数(IRI-C),中国家庭评估工具(C-FAI)和流行病学研究中心儿童抑郁量表(CES-DC)用于调查。进行卡方检验或单向方差分析,以检查各种人口统计学特征(性别,grade,区域,和家庭月总收入)受访者群体之间,以及家庭功能的差异,同理心,和抑郁症。皮尔逊相关系数用于检验家庭功能之间的相关性,同理心,和抑郁症状。使用结构方程模型和SPSSPROCESS组件模型4来分析家庭功能是否在移情对青少年抑郁症状的影响中起中介作用。
    调查对象中抑郁症状的检出率为25.40%。差异分析结果显示,不同年级被调查者抑郁症状检出率存在显著差异,regions,家庭月收入(P<0.05)。男女学生抑郁症状检出率差异无统计学意义。家庭功能障碍和共情能力评分不同的被调查者抑郁症状检出率差异有统计学意义(P<0.001)。相关分析结果显示,共情得分与抑郁呈负相关(r=-0.11,P<0.001),家庭功能障碍与抑郁呈正相关(r=0.29,P<0.001),同理心评分与家庭功能呈负相关(r=-0.37,P<0.001)。建立了家庭功能障碍在共情与抑郁症状关系中的中介作用,直接效应为0.039(95%置信区间[CI]:0.010-0.069,P<0.001),间接效应值为-0.096(95%CI:-0.115--0.079,P<0.001)。直接效应值占总效应值的28.89%,而中介效应值占总效应值的71.11%。
    青少年的移情能力与抑郁症状相关,家庭功能在青少年共情和抑郁症状之间起着中介作用。建议通过多种途径增强青少年的共情能力和家庭功能,以减少抑郁症状的发生。
    UNASSIGNED: To investigate the effect of empathy on depressive symptoms in adolescents and to explore the potential mediating role of family functioning in the effect of empathy on depressive symptoms.
    UNASSIGNED: The 2022 cross-sectional data from the Chengdu Positive Child Development (CPCD) cohort were analyzed in the study. A survey was conducted in Chengdu in June 2022, involving 3020 students in grades 5-8 from three randomly selected stratified schools. The Interpersonal Reactivity Index (IRI-C), the Chinese Family Assessment Instrument (C-FAI), and the Center for Epidemiologic Studies Depression Scale for Children (CES-DC) were used in the survey. Chi-square test or one-way analysis of variance was performed to examine the differences in various demographic characteristics (sex, grade, region, and total monthly household income) between groups of respondents, as well as the differences in family functioning, empathy, and depression. Pearson correlation coefficient was used to examine the correlation between family functioning, empathy, and depressive symptoms. Structural equation modeling and SPSS PROCESS component Model 4 were used to analyze whether family functioning played a mediating role in the effect of empathy on depressive symptoms in adolescents.
    UNASSIGNED: The detection rate of depressive symptoms among survey respondents was 25.40%. The results of the difference analysis revealed significant differences in the detection rates of depressive symptoms among respondents of different grades, regions, and monthly household incomes (P<0.05). There was no significant difference in the detection rates of depressive symptoms between male and female students. There was a significant difference in the detection rate of depressive symptoms between respondents with different scores for family dysfunction and empathy ability (P<0.001). Correlation analysis results showed that empathy scores were negatively correlated with depression (r=-0.11, P<0.001), that family dysfunction was positively correlated with depression (r=0.29, P<0.001), and that empathy scores were negatively correlated with family functioning (r=-0.37, P<0.001). The mediating role of family dysfunction in the relationship between empathy and depressive symptoms was established, with the direct effect being 0.039 (95% confidence interval [CI]: 0.010-0.069, P<0.001) and the indirect effect value being -0.096 (95% CI: -0.115--0.079, P<0.001). The direct effect value accounted for 28.89% of the total effect value, while the mediation effect value accounted for 71.11% of the total effect value.
    UNASSIGNED: The empathy ability of adolescents is correlated to depressive symptoms, and family functioning plays a mediating role between empathy and depressive symptoms in adolescents. It is suggested that adolescents\' empathy ability and family functioning should be enhanced through multiple channels to reduce the occurrence of depressive symptoms.
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  • 文章类型: Journal Article
    饮食和饮食炎症在抑郁症中起重要作用。这项研究的目的是评估SFA与抑郁风险的关系以及DII的中介作用。
    根据国家健康和营养调查(NHANES),在22,478名美国成年人(≥20岁)中,单变量逻辑回归,和多因素logistic回归用于评估SFAs饮食摄入与抑郁风险之间的关系。使用DII评估饮食炎症水平。中介分析用于调查DII和抑郁的风险。使用受限三次样条(RCS)评估SFA与凹陷之间的非线性关系。
    抑郁症和非抑郁症个体之间的SFA6.0饮食摄入量存在显着差异。在调整了潜在的混杂因素后,多因素Logistic回归结果表明,SFA8.0(Q31.58(1.09,2.30),p值=0.017;第四季度1.55(1.00,2.42),p值=0.050)可能会增加抑郁症的患病率,SFA14.0(第三季度0.67(0.47,0.94),p值=0.020)可以降低抑郁症的风险。不同亚型SFAs对抑郁症的影响存在性别和年龄差异。膳食摄入SFA12.0含量与抑郁风险呈非线性关系(p值=0.005)。此外,DII被认为是SFA与抑郁风险之间关联的中介。
    研究结果表明,SFAs的饮食摄入与SFAs链长相关的抑郁风险相关,这可能是由于DII的中介作用。
    UNASSIGNED: Diet and dietary inflammation play an important role in depression. The aim of this study was to assess the association of SFAs with depression risk and the mediating role of DII.
    UNASSIGNED: Among 22, 478 U.S. adults (≥ 20, years old) according to the National Health and Nutrition Examination Survey (NHANES), univariate logistic regression, and multivariate logistic regression were used to evaluate the association between dietary intake of SFAs and the risk of depression. Dietary inflammation levels were evaluated using the DII. Mediation analysis was used to investigate the risk of DII and depression. The nonlinear relationship between SFAs and depression was assessed using restricted cubic spline (RCS).
    UNASSIGNED: There was a significant difference in SFA 6.0 dietary intake between depression and non-depression individuals. After adjusting for potential confounders, multifactorial logistic regression results showed that SFA 8.0 (Q3 1.58 (1.09, 2.30), p-value = 0.017; Q4 1.55 (1.00, 2.42), p-value = 0.050) may increase the prevalence factor for depression, SFA 14.0 (Q3 0.67 (0.47, 0.94), p-value = 0.020) may decrease the risk of depression. There were sex and age differences in the effects of different subtypes of SFAs on depression. Dietary intake of SFA 12.0 content showed a nonlinear relationship with the risk of depression (p-value = 0.005). Furthermore, DII was recognized as a mediator of the association between SFAs and the risk of depression.
    UNASSIGNED: The findings suggest that dietary intake of SFAs is associated with the risk of depression in relation to the chain length of SFAs, and this may be due to the mediating effect of DII.
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  • 文章类型: Journal Article
    目的:阻塞性睡眠呼吸暂停(OSA)增加认知障碍的风险。从EEG测量睡眠微结构可能有助于识别有这种并发症风险的患者。
    方法:疑似OSA(n=1142)的参与者接受实验室多导睡眠图和完成睡眠和病史问卷,和全球认知测试(蒙特利尔认知评估,MoCA),记忆(Rey听觉言语学习测试,RAVLT)和信息处理速度(数字符号编码,DSC)。认知得分与2期NREM睡眠纺锤密度之间的关系,电源,频率和%-快(12-16Hz),比值比乘积(ORP),归一化EEG功率(EEGNP)和delta:alpha比率使用多变量线性回归(MLR)进行评估,性别,教育,和总睡眠时间。进行中介分析以确定睡眠微体系结构指数是否介导OSA对认知的负面影响。
    结果:中度和重度OSA参与者的所有主轴特征均较低(p≤0.001,与无/轻度OSA相比),并且与MoCA呈正相关,RAVLT和DSC评分(错误发现率校正p值,q≤0.026),除了主轴功率与RAVLT无关(q=0.185)。NREM睡眠期间的ORP(ORPNREM)在重度OSA参与者中最高(p≤0.001),但ORPNREM(q≥0.230)和delta:alpha比值均与MLR分析中的认知评分(q≥0.166)无关。在调解分析中,纺锤体密度和EEGNP(p≥0.048)介导的中度至重度OSA对MoCA评分的负面影响,而ORPNREM,主轴功率和%-快速主轴介导OSA对DSC评分的负面影响(p≤0.018)。
    结论:纺锤体活动改变,ORP和归一化EEG功率可能是OSA患者认知缺陷的重要原因。
    OBJECTIVE: Obstructive sleep apnea (OSA) increases the risk of cognitive impairment. Measures of sleep microarchitecture from EEG may help identify patients at risk of this complication.
    METHODS: Participants with suspected OSA (n=1142) underwent in-laboratory polysomnography and completed sleep and medical history questionnaires, and tests of global cognition (Montreal Cognitive Assessment, MoCA), memory (Rey Auditory Verbal Learning Test, RAVLT) and information processing speed (Digit-Symbol Coding, DSC). Associations between cognitive scores and stage 2 NREM sleep spindle density, power, frequency and %-fast (12-16Hz), odds-ratio product (ORP), normalized EEG power (EEGNP) and the delta:alpha ratio were assessed using multivariable linear regression (MLR) adjusted for age, sex, education, and total sleep time. Mediation analyses were performed to determine if sleep microarchitecture indices mediate the negative effect of OSA on cognition.
    RESULTS: All spindle characteristics were lower in participants with moderate and severe OSA (p≤0.001, versus no/mild OSA) and positively associated with MoCA, RAVLT and DSC scores (false discovery rate corrected p-value, q≤0.026), except spindle power which was not associated with RAVLT (q=0.185). ORP during NREM sleep (ORPNREM) was highest in severe OSA participants (p≤0.001) but neither ORPNREM (q≥0.230) nor the delta:alpha ratio were associated with cognitive scores in MLR analyses (q≥0.166). In mediation analyses, spindle density and EEGNP (p≥0.048) mediated moderate-to-severe OSA\'s negative effect on MoCA scores while ORPNREM, spindle power and %-fast spindles mediated OSA\'s negative effect on DSC scores (p≤0.018).
    CONCLUSIONS: Altered spindle activity, ORP and normalized EEG power may be important contributors to cognitive deficits in patients with OSA.
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