Mediation

调解
  • 文章类型: Journal Article
    抑郁症是全球范围内的重大公共卫生问题,与全身炎症反应密切相关。另外,体力活动(PA)被认为与较低水平的抑郁症和炎症标志物有关。本研究旨在阐明PA之间的复杂相互作用,抑郁症,和炎症标志物。根据国家健康和营养调查(NHANES),应用各种逻辑回归分析三者之间的成对相关性。构造了限制性三次样条,以探索PA与凹陷之间的非线性关系。使用介导模型来鉴定炎症标志物的介导作用。研究结果揭示了抑郁症和炎症标志物之间的积极联系,而PA与炎症标志物和抑郁症呈负相关。特别是,我们注意到,当PA水平在1200~1722MET-min/周时,抑郁风险降低最大.此外,我们证明了炎症标志物介导了缺乏运动对抑郁症的潜在影响,1.72%至6.25%不等。总之,PA似乎可以预防抑郁症,其中炎症标志物可能起中介作用。此外,我们确定了PA的最佳剂量,以最大程度地降低抑郁的可能性,从而为抑郁症的管理提供有价值的指导。
    Depression is a major public health problem worldwide and is closely related with systemic inflammatory responses. Additionly, physical activity (PA) is thought to be associated with lower levels of depression and inflammatory markers. This study aimed to elucidate the complex interactions between PA, depression, and inflammatory markers. Based on the National Health and Nutrition Examination Survey (NHANES), various logistic regression were applied to analyze the pairwise correlations among the three. Restrictive cubic splines were constructed to explore the nonlinear relationship between PA and depression. Mediation models were used to identify the mediating role of inflammatory markers. The findings revealed a positive link between depression and inflammatory marker, whereas PA was inversely correlated with both inflammatory marker and depression. Particularly, we noticed the greatest reduction in the risk of depression when the level of PA was between 1200 and 1722 MET-min/week. Besides, we demonstrated that inflammatory markers mediate the potential effects of physical inactivity on depression, ranging from 1.72 % to 6.25 %. In conclusion, PA appear to protect against depression, in which inflammatory markers may play a mediating role. Moreover, we determined the optimal dosage of PA to minimize the likelihood of depression, thereby offering valuable guidance for managing depression.
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  • 文章类型: Journal Article
    背景:情绪虐待是青少年孤独感的重要危险因素之一。然而,缺乏关于情感虐待和青少年孤独感之间的保护因素和潜在中介机制的信息,这需要进一步调查。
    目的:本研究探讨了自我同情和排斥敏感性在从童年情感虐待到青少年孤独感通路中的连锁中介作用,基于依恋理论和应力过程模型。
    方法:567名12至17岁的中国青少年参与了这项研究。
    方法:使用在线问卷来评估各种变量,包括儿童情感虐待,身体虐待,性虐待,自我同情,排斥敏感性,和孤独。为了提高结果的有效性,身体虐待和性虐待被纳入协变量,因为情感虐待可能与这些类型的虐待同时发生.
    结果:儿童期情绪虐待与青少年孤独感显著正相关。童年时期的情绪虐待不仅会直接影响青少年的孤独感,但也间接地通过自我同情(包括其自我温暖和自我冷漠的组成部分)和拒绝敏感性。
    结论:这项研究进一步阐明了自我同情和拒绝敏感性在童年情感虐待与青春期孤独之间的关系中的链条中介作用。这表明,针对增加自我同情和降低拒绝敏感性的干预计划可能有效地减少青少年的孤独感。
    BACKGROUND: Emotional abuse is one of the important risk factors for adolescent loneliness. However, there is a shortage of information regarding protective factors and potential mediating mechanisms between emotional abuse and adolescent loneliness, which require further investigation.
    OBJECTIVE: The present study explored the chain mediating role of self-compassion and rejection sensitivity on the pathway from childhood emotional abuse to adolescent loneliness, based on attachment theory and a stress process model.
    METHODS: Five hundred sixty-seven Chinese adolescents aged 12 to 17 years participated in this study.
    METHODS: An online questionnaire was utilized to assess a variety of variables including childhood emotional abuse, physical abuse, sexual abuse, self-compassion, rejection sensitivity, and loneliness. To increase the validity of the results, physical and sexual abuse were included as covariates since emotional abuse may co-occur with these types of abuse.
    RESULTS: Emotional abuse in childhood is significantly positively correlated with adolescent loneliness. Emotional abuse in childhood can affect adolescent loneliness not only directly, but also indirectly through self-compassion (including its components of self-warmth and self-coldness) and rejection sensitivity.
    CONCLUSIONS: This study sheds further light on the chain mediating role of self-compassion and rejection sensitivity in the relationship between emotional abuse in childhood and loneliness in adolescence, suggesting that intervention programs targeting increased self-compassion and decreased rejection sensitivity may be effective to reduce loneliness in adolescents.
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  • 文章类型: Journal Article
    扩大以前的调查,本研究旨在阐明脂质代谢紊乱在颅内动脉粥样硬化性狭窄(ICAS)发生发展过程中的作用,以及确定卒中风险.主要目的是探讨血脂参数与急性缺血性卒中(AIS)之间的联系,同时还检查了空腹血糖水平的潜在中介影响。
    回顾,我们收集了苏州大学附属第一医院有症状的ICAS患者的数据,包括他们的基线信息,如病史和入院血液生化指标。使用磁共振成像评估狭窄状况,计算机断层扫描血管造影,或者数字减影血管造影.通过多变量逻辑回归分析研究血脂参数与AIS风险之间的关联。
    共招募了1103例有症状的ICAS患者,其中441例(40.0%)在住院期间发生新的缺血事件.在调整混杂因素后,RCS曲线显示出血浆动脉粥样硬化指数(AIP)之间的剂量反应关系,总胆固醇(TC),低密度脂蛋白胆固醇(LDL-C),和AIS。进一步的多变量分析显示,这些参数与AIS之间存在显着关联。此外,中介分析表明,空腹血糖(FBG)在血脂参数(AIP,TC,和TG)和AIS。
    ICAS患者的血脂参数较高,特别是AIP,TC,TG,与AIS风险增加有关。此外,FBG可能介导ICAS患者的卒中风险,强调需要进一步探索潜在机制。
    UNASSIGNED: Expanding on previous investigations, this study aims to elucidate the role of lipid metabolism disorders in the development of intracranial atherosclerotic stenosis (ICAS) and the determination of stroke risk. The primary objective is to explore the connections between lipid parameters and acute ischemic stroke (AIS), while also examining the potential mediating influence of fasting glucose levels.
    UNASSIGNED: Retrospectively, we collected data from symptomatic ICAS patients at the First Affiliated Hospital of Soochow University, including their baseline information such as medical histories and admission blood biochemical parameters. Stenotic conditions were evaluated using magnetic resonance imaging, computed tomography angiography, or digital subtraction angiography. The associations between lipid parameters and AIS risks were investigated via multivariate logistic regression analysis.
    UNASSIGNED: A total of 1103 patients with symptomatic ICAS were recruited, among whom 441 (40.0%) suffered new ischemic events during hospitalization. After adjusting for confounding factors, the RCS curves exhibited a dose-response relationship between the atherogenic index of plasma (AIP), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and AIS. Further multivariate analysis revealed significant associations between these parameters and AIS. Furthermore, mediation analysis indicated that fasting blood glucose (FBG) acted as a mediator in the association between lipid parameters (AIP, TC, and TG) and AIS.
    UNASSIGNED: Higher lipid parameters in ICAS patients, particularly AIP, TC, and TG, were associated with an increased AIS risk. Additionally, FBG may mediate stroke risk in ICAS patients, highlighting the need for further exploration of underlying mechanisms.
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  • 文章类型: Journal Article
    目的:探讨循环代谢产物与绝经后骨质疏松症(PMOP)的关系及炎症因子的中介作用。方法:利用全基因组关联研究(GWAS)的汇总数据,并采用孟德尔随机方法,我们进行了双样本MR分析,以评估循环代谢物与PMOP之间的关系.此外,采用两步MR量化炎症因子对循环代谢产物对PMOP影响的中介作用.结果:结果显示某些代谢物与PMOP的风险之间存在显着关联,特别是非常大的VLDL颗粒中游离胆固醇与总脂质的比率(OR:1.399,95%CI:1.002-1.954,p=0.048)和IL-16(OR:0.773,95%CI:0.608-0.983,p=0.036)。发现IL-16部分介导循环代谢物对PMOP的影响,调解效果为10.4%。结论:本研究强调了循环代谢产物和炎症因子在PMOP发病中的重要作用。循环代谢产物和PMOP之间的因果关系建立,与IL-16介导的一些作用。这些发现为早期发现的临床应用提供了希望,个性化医疗,以及PMOP治疗靶点的鉴定。
    Objectives: This study aimed to explore the relationship between circulating metabolites and postmenopausal osteoporosis (PMOP) and to assess the mediating role of inflammatory factors. Methods: Utilizing summary-level data from genome-wide association studies (GWAS) and employing a Mendelian Randomization approach, a two-sample MR analysis was conducted to assess the relationship between circulating metabolites and PMOP. Additionally, a two-step MR was used to quantify the mediating impact of inflammatory factors on the effect of circulating metabolites on PMOP. Results: The results revealed a significant association between certain metabolites and the risk of PMOP, notably the ratio of free cholesterol to total lipids in very large VLDL particles (OR: 1.399, 95% CI: 1.002-1.954, p = 0.048) and IL-16 (OR: 0.773, 95% CI: 0.608-0.983, p = 0.036). IL-16 was found to partially mediate the impact of circulating metabolites on PMOP, with a mediation effect of 10.4%. Conclusion: This study underscores the crucial role of circulating metabolites and inflammatory factors in PMOP pathogenesis. A causal relationship between circulating metabolites and PMOP was established, with IL-16 mediating some effects. These findings hold promise for clinical applications in early detection, personalized medicine, and the identification of therapeutic targets for PMOP.
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  • 文章类型: Journal Article
    背景:认知功能与抑郁症状之间的双向关系已被广泛报道。然而,潜在的机制仍然不清楚。我们旨在纵向研究体育活动是否介导认知功能与抑郁症状特定维度之间的双向关系。
    方法:数据来自2014/15(T1)的6,787名年龄≥50的个体,2016/17(T2),和英国老龄化纵向研究(ELSA)的2018/19(T3)波。认知功能是通过记忆领域来评估的,时间取向,和执行功能。用参与的强度和频率来测量身体活动。抑郁症状的具体维度通过8项流行病学研究中心抑郁量表进行评估,区分认知情感症状和躯体症状。使用交叉滞后面板模型来研究体育锻炼在认知功能与抑郁症状的两个维度之间的双向关系中的中介作用。
    结果:较差的认知功能与较差的认知情感症状(间接效应=-0.002,95CI:-0.004,-0.001)通过较低的身体活动水平间接相关。通过较低的体力活动水平,较差的认知功能也与较差的躯体症状(间接影响=-0.003,95CI:-0.006,-0.002)间接相关。也观察到了反向介导(间接效应=-0.002,95CI:-0.004,-0.001)。
    结论:潜在的人内效应和人与人之间的效应没有区别。
    结论:体力活动的协作干预对保护老年人的认知功能和心理健康有益。
    BACKGROUND: The bidirectional relationship between cognitive function and depressive symptoms has been extensively reported. However, the potential mechanisms are still not clear. We aim to longitudinally investigate whether physical activity mediates the bidirectional relationships between cognitive function and specific dimensions of depressive symptoms.
    METHODS: Data from 6,787 individuals aged ≥50 of 2014/15 (T1), 2016/17 (T2), and 2018/19 (T3) waves of the English Longitudinal Study of Ageing (ELSA). Cognitive function was assessed by domains of memory, orientation in time, and executive function. Physical activity was measured with the intensity and frequency of participation. Specific dimensions of depressive symptoms were assessed by the 8-item Center for Epidemiologic Studies Depression Scale, distinguishing between cognitive-affective and somatic symptoms. Cross-lagged panel models were used to investigate the mediating role of physical activity in the bidirectional relationships between cognitive function and two dimensions of depressive symptoms.
    RESULTS: Poorer cognitive function was indirectly associated with worse cognitive-affective symptoms (indirect effect = -0.002, 95%CI: -0.004, -0.001) through lower physical activity levels. Poorer cognitive function was also indirectly associated with worse somatic symptoms (indirect effect = -0.003, 95%CI: -0.006, -0.002) through lower physical activity levels, and the reverse mediation was observed as well (indirect effect = -0.002, 95%CI: -0.004, -0.001).
    CONCLUSIONS: There is no distinction between potential within-person and between-person effects.
    CONCLUSIONS: Collaborative interventions of physical activity are beneficial in protecting cognitive function and mental health in older adults.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    以前的观察性研究已经确定了肥胖之间的联系,肥胖分布,1型糖尿病(T1DM),2型糖尿病(T2DM),和压疮(PU)的风险。然而,肥胖和PU之间的明确因果关系,和潜在的DM介质仍不清楚。单变量,多变量,和调解孟德尔随机化(MR)分析,以探讨T1DM或T2DM在肥胖之间的关系的中介作用,肥胖分布,和PU。肥胖和肥胖分布的工具变量,包括身体质量指数(BMI),腰围,臀围,躯干脂肪量,全身脂肪量,躯干脂肪百分比,和身体脂肪百分比,选自两项全基因组关联研究(GWAS)。在单变量MR分析中,BMI,臀围,使用逆方差加权(IVW)回归分析,肥胖与PU相关。复制队列和荟萃分析进一步证实了这些发现(BMI:OR=1.537,95%CI=1.294-1.824,p<0.001;臀围:OR=1.369,95%CI=1.147-1.635,p<0.001;肥胖:OR=1.235,95%CI=1.067-1.431,p=0.005),分别。即使在调整了T1DM和T2DM等混杂因素后,BMI和臀围在多变量MR分析中仍然具有统计学意义。T2DM可能介导BMI相关(OR=1.106,95%CI=1.054-1.160,p=0.037)和肥胖相关PU(OR=1.053,95%CI=1.034-1.973,p=0.004)的发病机制。这些发现为PU的预防和治疗提供了见解,特别是肥胖或DM患者。
    Previous observational studies have identified a link between obesity, adiposity distribution, type 1 Diabetes Mellitus (T1DM), type 2 Diabetes Mellitus (T2DM), and the risk of pressure ulcers (PUs). However, the definitive causality between obesity and PUs, and potential DM mediators remains unclear. Univariable, multivariable, and mediation Mendelian randomization (MR) analyses were conducted to explore the mediating role of T1DM or T2DM in the association between obesity, adiposity distribution, and PUs. Instrumental variables for obesity and adiposity distribution, including Body Mass Index (BMI), waist circumference, hip circumference, trunk fat mass, whole body fat mass, trunk fat percentage, and body fat percentage, were selected from two genome-wide association studies (GWAS). In univariable MR analysis, BMI, hip circumference, and obesity were associated with PUs using inverse variance weighted (IVW) regression. These findings were further corroborated by the replication cohorts and meta-analysis (BMI: OR = 1.537, 95% CI = 1.294-1.824, p < 0.001; Hip circumference: OR = 1.369, 95% CI = 1.147-1.635, p < 0.001; Obesity: OR = 1.235, 95% CI = 1.067-1.431, p = 0.005), respectively. Even after adjusting for confounding factors such as T1DM and T2DM, BMI and hip circumference remained statistically significant in multivariable MR analyses. T2DM may mediate the pathogenesis of BMI-related (OR = 1.106, 95% CI = 1.054-1.160, p = 0.037) and obesity-related PUs (OR = 1.053, 95% CI = 1.034-1.973, p = 0.004). These findings provide insights for the prevention and treatment of PUs, particularly in patients with obesity or DM.
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  • 文章类型: Journal Article
    背景:护生面临多重挑战,患焦虑症的概率较高。本研究旨在探讨移情与焦虑之间的关系,研究失眠和自我同情的调解和调节作用,分别。
    方法:本研究采用了方便的抽样方法,从中国三所大学招募1,161名护理专业学生(女=923,男=238,Meanage=18.37,SDage=2.38)。这些学生在网上完成了问卷,包括一般焦虑症-7(GAD-7),杰斐逊医师同理心量表(JSPE-NS),青年失眠自评量表-8(YSIS-8),和自我同情量表(SCS)。该研究采用潜在变量结构方程模型来分析移情与焦虑之间的关系和机制。然后,研究了失眠的中介作用和自我同情的调节作用。
    结果:当前样本中焦虑和失眠的患病率分别为18.24%和26.76%,分别。结果表明,移情可以负向预测焦虑,失眠在它们之间具有显著的中介作用(B=-0.081,p<0.05,95%CI[-0.197,-0.063])。此外,事实证明,自我同情可以缓解失眠和焦虑之间的正相关关系。有了更高水平的自我同情,共情对失眠焦虑的间接影响较弱(B=-0.053,p<0.01,95%CI[-0.095,-0.019])。当个人表现出较低水平的自我同情时,共情通过失眠对焦虑的间接影响更强(B=-0.144,p<0.01,95%CI[-0.255,-0.059])。
    结论:这项研究的分析表明,移情与焦虑呈负相关,失眠是移情和焦虑之间的中介。此外,自我同情对个人心理健康的保护作用被确定。研究结果表明,护理专业学生的教育应突出培养同理心和自我同情的意义。对失眠的干预可能有助于降低焦虑水平,因为失眠是焦虑的危险因素。
    BACKGROUND: Nursing students are faced with multiple challenges and have a higher probability of suffering from anxiety. The current study aims to explore the relation between empathy and anxiety, examining the mediation and moderation effects of insomnia and self-compassion, respectively.
    METHODS: This study employed a convenient sampling method, recruiting 1,161 nursing students (female = 923, male = 238, Meanage = 18.37, SDage = 2.38) from three universities in China. These students completed the questionnaires online, including General Anxiety Disorder -7 (GAD-7), Jefferson Scale of Physician Empathy-Nursing student (JSPE-NS), Youth Self-rating Insomnia Scale -8 (YSIS-8), and Self-Compassion Scale (SCS). The study employed latent variable structural equation models to analyze the relation and mechanisms between empathy and anxiety. Then, the mediated role of insomnia and the moderated role of self-compassion were examined.
    RESULTS: The prevalence rates of anxiety and insomnia in the current sample are 18.24% and 26.76%, respectively. The results showed that empathy could negatively predict anxiety, with a significant mediating effect of insomnia between them (B = -0.081, p < 0.05, 95% CI [-0.197, -0.063]). Additionally, it was proven that self-compassion moderated the positive relation between insomnia and anxiety. With a higher level of self-compassion, the indirect effect of empathy on anxiety through insomnia was weaker (B = -0.053, p < 0.01, 95% CI [-0.095, -0.019]). When individuals showed a lower level of self-compassion, the indirect effect of empathy on anxiety through insomnia was stronger (B = -0.144, p < 0.01, 95% CI [-0.255, -0.059]).
    CONCLUSIONS: The analysis of this research proved that empathy was negatively related to anxiety, and insomnia served as a mediator between empathy and anxiety. Besides, the protective role of self-compassion on individuals\' mental health was identified. The findings of the study suggest that the education of nursing students should highlight the significance of fostering empathy and self-compassion. The intervention on insomnia may be helpful in reducing the levels of anxiety since insomnia is a risky factor for anxiety.
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  • 文章类型: Journal Article
    背景:认知障碍(CI)在老年人中很常见,尤其是那些肾功能不全的人.我们的目的是探讨肾功能之间的复杂关系,营养状况,无晚期慢性肾脏病(CKD)和严重CI的老年人。
    方法:在北京同仁医院进行了一项研究,研究对象为肾小球滤过率(eGFR)>30mL/min/1.73m2且蒙特利尔认知评估(MoCA)评分>10(n=237)的老年人(≥60岁)。使用CKD-EPI-cr-Cysc方程确定它们的eGFR。使用MoCA评估认知功能。我们使用Spearman相关分析和多变量逻辑回归分析来检验eGFR和MoCA评分之间的关系。然后,我们进行了中介分析,以找出营养指标的中介作用(迷你营养评估-简表(MNA-SF)评分,白蛋白(ALB),eGFR和MoCA评分之间的血红蛋白(HGB))。
    结果:老年人中CI的发生率为48.5%(115/237)。Spearman相关分析显示,肾功能越好,认知功能越好(R=0.297,P<0.001)。多因素logistic回归分析显示,校正年龄和性别后,eGFR每15mL/min/1.73m2下降(OR:1.415,95%置信区间:1.055-1.896,P=0.020)与CI相关。然而,调整营养指标后,eGFR与认知能力下降无关,行为危险因素,其他生物标志物,和慢性病,这表明eGFR与CI不是独立相关的。中介分析显示,MNA-SF得分(a*b=0.006(0.0002-0.012))和HGB(a*b=0.008(0.001-0.017))是eGFR和MoCA得分之间的中介因素。
    结论:肾功能下降可直接导致CI,还可通过MNA-SF评分和HGB等中介因素加剧认知缺陷。因此,纠正贫血和改善营养状况对增强老年患者的认知功能非常重要,尤其是那些肾功能不全的人.
    BACKGROUND: Cognitive impairment (CI) is common in older adults, especially those with renal dysfunction. We aimed to investigate the complex relationships among renal function, nutritional status, and CI in older people free from late chronic kidney disease (CKD) and severe CI.
    METHODS: A study of older people (≥60 years old) with an estimated glomerular filtration rate (eGFR) of >30 mL/min/1.73 m2 and Montreal Cognitive Assessment (MoCA) scores of >10 (n = 237) was conducted at Beijing Tongren Hospital. Their eGFR was determined using the CKD-EPI-cr-Cysc equation. Cognitive function was evaluated with the MoCA. We tested the relationship between eGFR and MoCA scores using Spearman correlation analysis and multivariate logistic regression analysis. We then conducted a mediation analysis to figure out the mediating roles of nutritional indicators (Mini Nutritional Assessment-Short Form (MNA-SF) scores, albumin (ALB), and haemoglobin (HGB)) between the eGFR and MoCA scores.
    RESULTS: The incidence of CI was 48.5% (115/237) in older people. Spearman correlation analysis revealed that the better the kidney function, the better the cognitive function (R = 0.297, P < 0.001). Multivariate logistic regression analysis revealed that eGFR decrease per 15 mL/min/1.73 m2 (OR: 1.415, 95% confidence interval: 1.055-1.896, P = 0.020) was related to CI after adjusting for age and sex. However, the eGFR was not associated with cognitive decline after adjusting for nutritional indicators, behavioural risk factors, other biomarkers, and chronic conditions, suggesting that eGFR is not independently associated with CI. Mediation analysis revealed that the MNA-SF scores (a*b = 0.006 (0.0002-0.012)) and HGB (a*b = 0.008 (0.001-0.017)) were mediating factors between the eGFR and MoCA scores.
    CONCLUSIONS: A decline in renal function can directly lead to CI and can also exacerbate cognitive deficits through intermediary factors such as MNA-SF scores and HGB. Therefore, correcting anaemia and improving nutritional status are significantly important for enhancing cognitive function in older patients, especially those with renal dysfunction.
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  • 文章类型: Journal Article
    据报道,睡眠投诉与中风有关,然而,中国人健康睡眠模式与卒中风险相关的证据有限.
    这项研究的目的是调查健康睡眠模式与中国人中风之间的关系,以及代谢性疾病对关联的影响。
    共有11,851名来自中国开luan研究的基线无卒中参与者被纳入。我们根据四个睡眠因素计算出健康睡眠评分,并将低风险人群定义为:没有失眠,没有过度的白天嗜睡,没有经常打鼾,和睡眠7-8h/d。每个低危睡眠因子的评分为1分。Cox比例风险模型用于评估健康睡眠评分与卒中之间的关联。中介分析用于估计代谢性疾病(肥胖,糖尿病,和高血压)在健康睡眠评分-中风关联中。
    在平均7.7年的随访期内,确定了504例中风。较高的健康睡眠评分以剂量反应方式与较低的中风风险相关(P趋势=0.03)。健康睡眠评分为4与≤2的参与者的校正风险比(HR)为0.75(95%置信区间[CI]:0.56,0.96)。此外,肥胖,糖尿病,和高血压共同解释了21.9%(95%CI:17.2,26.5)的健康睡眠评分与卒中之间的关联.
    坚持健康的睡眠模式与较低的中风风险相关,有利的关联部分由代谢性疾病介导。
    UNASSIGNED: Sleep complaints were reported to be associated with stroke, however, the evidence on the association between healthy sleep pattern and stroke risk in Chinese is limited.
    UNASSIGNED: The aim of this study was to investigate the association between healthy sleep pattern and stroke in Chinese, and the influence of metabolic diseases on the association.
    UNASSIGNED: A total of 11,851 participants from the Kailuan study in China without stroke at baseline were included. We calculated a healthy sleep score according to four sleep factors, and defined the low-risk groups as follows: no insomnia, no excessive daytime sleepiness, no frequent snoring, and sleep 7-8h/d. Each low-risk sleep factor was assigned a score of 1. Cox proportional hazard models were used to assess the association between healthy sleep score and stroke. Mediation analysis was used to estimate the role of metabolic diseases (obesity, diabetes, and hypertension) in the healthy sleep score-stroke association.
    UNASSIGNED: During a mean follow-up period of 7.7 years, 504 cases of stroke were identified. A higher healthy sleep score was associated with a lower risk of stroke in a dose-response manner (P-trend=0.03). The adjusted hazard ratio (HR) for participants with a healthy sleep score of 4 versus ≤2 was 0.75 (95% confidence interval [CI]: 0.56, 0.96). In addition, obesity, diabetes, and hypertension collectively explained 21.9% (95% CI: 17.2, 26.5) of the association between healthy sleep score and stroke.
    UNASSIGNED: Adherence to healthy sleep pattern was associated with a lower risk of stroke, and the favorable association was partially mediated by metabolic diseases.
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