Mediation

调解
  • 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
    已经建立了身体活动(PA)与生活满意度(SWL)之间的牢固关联,其中自我效能已被确定为不同人群的中介。然而,有必要进一步研究PA和SWL之间的关系,以及在挪威青少年中,自我效能感是否在不同水平的PA中起中介作用。因此,本研究的目的是通过测试自我效能作为可能的中介,探讨PA和SWL水平之间的关系.
    使用了2022年挪威Ungdata调查的横截面数据。数据包括匿名收集的人口统计数据和各种健康数据。电子调查在教室进行,由各自的老师管理。挪威教育和研究共享服务机构(SIKT)批准了访问和使用数据的许可。使用AndrewHayes为SPSS软件的PROCESS宏进行统计分析。
    描述性研究结果表明,女孩的自我效能感低于男孩(14.2vs.15.5,最大为20)和更低的SWL(6.8与7.6,最大为10)。大约五分之一的女孩和七分之一的男孩报告说没有每周的PA,而4%的女孩和9.5%的男孩坚持每天运动60分钟的PA建议。PA水平和SWL之间的关联是由自我效能感介导的(所有p<0.05),在遵守PA建议的人与SWL之间的关联中,间接效应最高(56.3%)。
    挪威女孩报告了更多的久坐行为,少PA,自我效能感较低,SWL低于所有年级的男孩。中介分析显示,在坚持60分钟PA建议的人中,高达56.3%的SWL增强是通过自我效能感增强来解释的。挪威政府和政策制定者应促进针对更高水平的PA的举措和法规,以培养具有更高个人信念和更高主观幸福感的有弹性的青少年人口。
    UNASSIGNED: A robust association between physical activity (PA) and satisfaction with life (SWL) has been established, wherein self-efficacy has been identified as a mediator across different populations. However, there is a need to further examine the relationship between PA and SWL and whether self-efficacy act a as mediator within different levels of PA among Norwegian adolescents. Thus, the objective of this study was to explore the relationship between levels of PA and SWL by testing for self-efficacy as a possible mediator.
    UNASSIGNED: Cross-sectional data from the 2022 Norwegian Ungdata Survey was utilized. Data included demographics and various health data that was collected anonymously. The electronic survey took place in classrooms and was administered by the respective teacher. Permission to access and use data was approved by the Norwegian Agency for Shared Services in Education and Research (SIKT). Statistical analyses were conducted using the PROCESS macro by Andrew Hayes for SPSS software.
    UNASSIGNED: Descriptive findings revealed that girls reported lower self-efficacy than boys (14.2 vs. 15.5, with a maximum of 20) and lower SWL (6.8 vs. 7.6, with a maximum of 10). About one out of five girls and one out of seven boys reported no days of weekly PA, whereas 4% of girls and 9.5% of boys adhered to the PA-recommendation of 60-min of daily exercise. Associations between PA levels and SWL was mediated by self-efficacy (all p < 0.05), with the highest indirect effect (56.3%) revealed in the association between those adhering to the PA-recommendations and SWL.
    UNASSIGNED: Norwegian girls reported more sedentary behavior, less PA, lower self-efficacy, and lower SWL than boys across all grade levels. Mediation analysis revealed that up to 56.3% of the enhancement in SWL among those adhering to 60-min of PA recommendations was explained by increased self-efficacy. Norwegian government and policymakers should promote initiatives and regulations focusing on higher levels of PA to foster a resilient adolescent population with higher individual beliefs and higher subjective wellbeing.
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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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  • 文章类型: Journal Article
    背景:儿童肥胖与成人心脏病风险之间的因果关系尚未得到明确证实。这项研究旨在确定基因预测的儿童体重指数(BMI)和儿童肥胖是否与成人冠心病有因果关系。心肌梗塞,心力衰竭,心房颤动,肥厚型心肌病,和肺心病.
    结果:为了研究儿童肥胖与成人心脏病之间的因果关系和潜在机制,使用了3种主要的孟德尔随机化方法:2个样本孟德尔随机化,多变量孟德尔随机化控制几个心脏代谢风险变量,调解分析。基因预测的儿童体重指数每上升1-SD与24%相关(比值比[OR],1.24[95%CI,1.12-1.37]),28%(或,1.28[95%CI,1.14-1.42]),28%(或,1.28[95%CI,1.14-1.42]),和27%(或,1.27[95%CI,1.04-1.49])冠心病风险较高,心肌梗塞,心力衰竭,心房颤动,分别。儿童肥胖的对数几率每增加1个单位与11%相关(OR,1.11[95%CI,1.06-1.16]),14%(或,1.14[95%CI,1.04-1.23]),10%(或,1.10[95%CI,1.03-1.18]),和20%(或,1.20[95%CI,1.08-1.32])冠心病风险较高,心肌梗塞,心力衰竭,心房颤动,分别。发现儿童肥胖与成人心脏病之间的联系是由高密度脂蛋白胆固醇介导的,甘油三酯,高血压,和2型糖尿病。
    结论:我们的研究结果支持儿童肥胖与成人冠心病风险之间的因果关系。心肌梗塞,心力衰竭,和心房颤动。血脂,高血压,和2型糖尿病是介导上述关联的因素。
    BACKGROUND: The causal relationship between childhood adiposity and adult risk of heart diseases has not been clearly demonstrated. This study aims to ascertain whether genetically predicted childhood body mass index (BMI) and childhood obesity are causally associated with adult coronary heart disease, myocardial infarction, heart failure, atrial fibrillation, hypertrophic cardiomyopathy, and pulmonary heart disease.
    RESULTS: To investigate the causative relationships and underlying mechanisms between childhood adiposity and adult heart diseases, 3 main methods of Mendelian randomization were used: 2-sample Mendelian randomization, multivariable Mendelian randomization with controlling for several cardiometabolic risk variables, and mediation analysis. Every 1-SD rise in genetically predicted childhood body mass index was associated with 24% (odds ratio [OR], 1.24 [95% CI, 1.12-1.37]), 28% (OR, 1.28 [95% CI, 1.14-1.42]), 28% (OR, 1.28 [95% CI, 1.14-1.42]), and 27% (OR, 1.27 [95% CI, 1.04-1.49]) higher risk of coronary heart disease, myocardial infarction, heart failure, and atrial fibrillation, respectively. Every 1-unit increase in log-odds in childhood obesity was associated with 11% (OR, 1.11 [95% CI, 1.06-1.16]), 14% (OR, 1.14 [95% CI, 1.04-1.23]), 10% (OR, 1.10 [95% CI, 1.03-1.18]), and 20% (OR, 1.20 [95% CI, 1.08-1.32]) higher risk of coronary heart disease, myocardial infarction, heart failure, and atrial fibrillation, respectively. The link between childhood adiposity and adult heart diseases was found to be mediated by high-density lipoprotein cholesterol, triglyceride, hypertension, and type 2 diabetes.
    CONCLUSIONS: Our findings support the causal relationships between childhood adiposity and risk of adult coronary heart disease, myocardial infarction, heart failure, and atrial fibrillation. Blood lipids, hypertension, and type 2 diabetes are factors that mediate the aforementioned associations.
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  • 文章类型: Journal Article
    背景:系统性炎症和内皮功能障碍是与阿尔茨海默病(AD)有关的潜在可改变因素,提供潜在的治疗靶点来减缓疾病进展。
    方法:我们研究了炎症的基线循环水平之间的关系(TNF-α,来自NILVAD研究的266名轻度至中度AD患者的IL-1β)和内皮细胞标志物(VCAM-1,ICAM-1,E-选择素)和18个月认知功能下降(ADAS-cog12)。我们采用了个体生长模型来检查关联,潜在的调解,和相互作用效应,同时调整混杂因素。
    结果:在18个月内,所有患者的ADAS-cog12评分平均增加8.1分。标记与认知下降率之间没有发现显着关联。中介分析显示内皮细胞标志物没有中介作用,并且没有观察到交互效应。
    结论:我们的结果不支持全身性炎症或内皮功能障碍在AD患者进展中的作用。
    BACKGROUND: Systemic inflammation and endothelial dysfunction are potentially modifiable factors implicated in Alzheimer\'s disease (AD), which offer potential therapeutic targets to slow disease progression.
    METHODS: We investigated the relationship between baseline circulating levels of inflammatory (TNF-α, IL-1ß) and endothelial cell markers (VCAM-1, ICAM-1, E-selectin) and 18-month cognitive decline (ADAS-cog12) in 266 mild-to-moderate AD patients from the NILVAD study. We employed individual growth models to examine associations, potential mediation, and interaction effects while adjusting for confounders.
    RESULTS: The average increase in ADAS-cog12 scores over all patients was 8.1 points in 18 months. No significant association was found between the markers and the rate of cognitive decline. Mediation analysis revealed no mediating role for endothelial cell markers, and interaction effects were not observed.
    CONCLUSIONS: Our results do not support the role of systemic inflammation or endothelial dysfunction in progression in persons with AD.
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  • 文章类型: Journal Article
    背景:家庭环境对年轻人的人格发展及其对生活满意度的评估具有重大影响。感知压力与生活满意度有关,但是这种关系也受到家庭环境的影响。本研究分析了大学生感知压力对生活满意度的影响以及家庭氛围的中介作用。
    方法:本研究招募了920名大学生。使用的仪器包括感知压力量表,对生活的满意度量表,和家庭社会气候量表,收集社会教育信息。
    结果:结果表明,感知压力对冲突和暴力的家庭气候都有显著的积极影响,而生活满意度受到这些负面家庭气候的负面影响。此外,支持性和凝聚力的家庭气候,除了表达感情和意见的困难,被发现对生活满意度有显著的积极影响。
    结论:这些发现强调了家庭系统在塑造个体状况方面的重要性,以及家庭系统如何调节压力与生活满意度之间的关系。
    BACKGROUND: The family environment has a significant influence on the personality development of young people and their assessment of life satisfaction. Perceived stress is related to life satisfaction, but this relationship is also influenced by the family context. The present study analysed the impact of perceived stress on life satisfaction and the mediating role of family climate in university students.
    METHODS: A sample of 920 university students was recruited for this study. The instruments used included the Perceived Stress Scale, the Satisfaction with Life Scale, and the Family Social Climate Scale, and socioeducational information was collected.
    RESULTS: The results indicate that perceived stress had a significant and positive effect on both conflictive and violent family climates, while life satisfaction was negatively impacted by these negative family climates. Additionally, supportive and cohesive family climates, along with difficulty expressing feelings and opinions, were found to have significant positive effects on life satisfaction.
    CONCLUSIONS: These findings highlight the importance of the family system in shaping individual conditions and how it can regulate the relationship between stress and life satisfaction.
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  • 文章类型: Journal Article
    流行病学研究表明,2型糖尿病(T2D)与钙化性主动脉瓣狭窄(CAVS)之间存在关联。但潜在的因果关系和潜在机制尚不清楚.因此,我们进行了两个样本和两个步骤的孟德尔随机化(MR)分析,以使用全基因组关联研究(GWAS)汇总统计评估T2D与CAVS的关联以及循环代谢物和血压的中介效应.主磁共振分析采用逆方差加权(IVW)方法,并进行了综合敏感性分析,以验证结果的稳健性。我们的结果表明,遗传预测的T2D与CAVS风险增加相关(OR1.153,95%CI1.096-1.214,p<0.001),即使在多变量MR分析中调整肥胖特征后,这种关联仍然存在。此外,两步MR分析确定了251个候选介质中的69个部分介导了T2D对CAVS的影响,包括总支链氨基酸(介导比例:23.29%),缬氨酸(17.78%),酪氨酸(9.68%),收缩压(8.72%),甘油三酯组(6.07-11.99%),脂肪酸组(4.78-12.82%),和胆固醇组(3.64-11.56%)。这项MR研究阐明了T2D对独立于肥胖的CAVS风险的因果影响,并确定了该关联途径中的潜在介质。我们的发现阐明了CAVS的发病机理,并为预防和干预归因于T2D的CAVS提供了其他目标。
    Epidemiological studies have shown an association between type 2 diabetes (T2D) and calcific aortic valve stenosis (CAVS), but the potential causal relationship and underlying mechanisms remain unclear. Therefore, we conducted a two-sample and two-step Mendelian randomization (MR) analysis to evaluate the association of T2D with CAVS and the mediating effects of circulating metabolites and blood pressure using genome-wide association study (GWAS) summary statistics. The inverse variance weighted (IVW) method was used for the primary MR analysis, and comprehensive sensitivity analyses were performed to validate the robustness of the results. Our results showed that genetically predicted T2D was associated with increased CAVS risk (OR 1.153, 95% CI 1.096-1.214, p < 0.001), and this association persisted even after adjusting for adiposity traits in multivariable MR analysis. Furthermore, the two-step MR analysis identified 69 of 251 candidate mediators that partially mediated the effect of T2D on CAVS, including total branched-chain amino acids (proportion mediated: 23.29%), valine (17.78%), tyrosine (9.68%), systolic blood pressure (8.72%), the triglyceride group (6.07-11.99%), the fatty acid group (4.78-12.82%), and the cholesterol group (3.64-11.56%). This MR study elucidated the causal impact of T2D on CAVS risk independently of adiposity and identified potential mediators in this association pathways. Our findings shed light on the pathogenesis of CAVS and suggest additional targets for the prevention and intervention of CAVS attributed to T2D.
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  • 文章类型: Journal Article
    背景:BUNCr(血尿素氮和肌酐比率)与认知功能之间的关系,以及抑郁症状,仍然不清楚。我们的目的是调查BUNCr和认知之间的关系,以及抑郁症状,并确定这些关系背后的机制。
    方法:我们使用了2015年至2020年中国健康与退休纵向研究(CHARLS)的数据。使用认知状态电话访谈(TICS)量表评估认知功能,而抑郁症状使用10项流行病学研究中心抑郁量表(CES-D-10)进行评估。我们采用多元线性回归模型来检验BUNCr与认知功能之间的关联,以及抑郁症状。此外,进行了因果中介分析,以确定抑郁症状在BUNCr和认知之间的潜在中介作用.
    结果:我们观察到BUNCr与认知功能呈负相关(系数:-0.192;95%置信区间[CI]:-0.326~-0.059),BUNCr与抑郁症状呈正相关(系数:0.145;95%CI:0.006~0.285)。此外,因果中介分析显示,抑郁症状(介导的比例:7.0%)显著介导了BUNCr与认知之间的关联.
    结论:我们的研究揭示了BUNCr与认知功能呈负相关,与抑郁症状呈正相关。此外,我们发现抑郁症状显著介导了BUNCr与认知之间的关联.这些发现为认知功能和痴呆的预防和管理提供了新的证据和见解。
    BACKGROUND: The relationships between BUNCr (blood urea nitrogen and creatinine ratio) and cognitive function, as well as depressive symptoms, remain unclear. We aim to investigate the association between BUNCr and cognition, as well as depressive symptoms, and to identify the mechanisms underlying these relationships.
    METHODS: We utilized data from the China Health and Retirement Longitudinal Study (CHARLS) from 2015 to 2020. Cognitive function was assessed using the Telephone Interview of Cognitive Status (TICS) scale, while depressive symptoms were assessed using the 10-item Center for Epidemiologic Studies Depression Scale (CES-D-10). We employed multivariate linear regression models to examine the association between BUNCr and cognitive function, as well as depressive symptoms. Additionally, causal mediation analysis was conducted to identify potential mediation effects of depressive symptoms between BUNCr and cognition.
    RESULTS: We observed a negative association between BUNCr and cognitive function (coefficient: -0.192; 95% confidence interval [CI]: -0.326 ∼ -0.059) and a positive relationship between BUNCr and depressive symptoms (coefficient: 0.145; 95% CI: 0.006 ∼ 0.285). In addition, the causal mediation analysis revealed that depressive symptoms (proportion mediated: 7.0%) significantly mediated the association between BUNCr and cognition.
    CONCLUSIONS: Our study has unveiled that BUNCr is inversely associated with cognitive function and positively linked to depressive symptoms. Moreover, we found that depressive symptoms significantly mediated the association between BUNCr and cognition. These findings provide new evidence and insights for the prevention and management of cognitive function and dementia.
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  • 文章类型: Journal Article
    吸烟之间在不同方向上存在正相关和负相关,人格特质,与健康相关的生活质量(HRQOL),吸烟可能会掩盖人格特质和HRQOL之间的途径。了解吸烟在人格特征和HRQOL之间的掩蔽途径,可以阐明吸烟心理社会效应的机制,为制定控烟策略提供新思路。
    本研究的目的是调查大五人格特质与HRQOL之间的相关性,以及吸烟是否介导了两者之间的关系。
    这是一项横断面研究,使用了来自2022年中国居民心理和行为调查的21,916名受访者的数据。线性回归模型用于分析吸烟,五大人格特质,和HRQOL,同时控制潜在的混杂因素。使用Sobel-Goodman调解测验分析了吸烟在大五人格特征与HRQOL之间的中介作用。
    外向性(β=.001;P=.04),一致性(β=.003;P<.001),神经质(β=.003;P<.001)与HRQOL呈正相关,而开放性与HRQOL呈负相关(β=-.001;P=.003)。吸烟与HRQOL下降相关,并介导HRQOL对外向性的积极影响(z=-2.482;P=.004),同意(z=-2.264;P=0.02),和神经质(z=-3.230;P=.001)。亚组分析进一步表明,吸烟介导了慢性疾病人群中神经质对HRQOL的影响(z=-2.724;P=.006),在没有慢性病的人群中,吸烟有助于HRQOL对外向性的影响(z=-2.299;P=0.02),同意(z=-2.382;P=.02),和神经质(z=-2.213;P=0.03)。
    这项研究提供了证据,表明人格特质与HRQOL之间存在相关性。研究还发现,吸烟在人格特质与HRQOL之间的关系中起着中介作用。未来控烟策略的制定应考虑每个个体的独特个性,强调外向的重要性,令人愉快,和神经质。
    UNASSIGNED: There are positive and negative correlations in different directions between smoking, personality traits, and health-related quality of life (HRQOL), where smoking may mask the pathway between personality traits and HRQOL. Understanding the masking pathway of smoking between personality traits and HRQOL can elucidate the mechanisms of smoking\'s psychosocial effects and provide new ideas for developing tobacco control strategies.
    UNASSIGNED: The purpose of this study was to investigate the correlation between Big Five personality traits and HRQOL and whether smoking mediates the relationship between them.
    UNASSIGNED: This was a cross-sectional study using data from 21,916 respondents from the 2022 Psychology and Behavior Investigation of Chinese Residents survey. Linear regression models were used to analyze the correlations between smoking, Big Five personality traits, and HRQOL while controlling for potential confounders. The mediating role of smoking on the association between Big Five Personality traits and HRQOL was analyzed using the Sobel-Goodman mediation test.
    UNASSIGNED: Extraversion (β=.001; P=.04), agreeableness (β=.003; P<.001), and neuroticism (β=.003; P<.001) were positively correlated with HRQOL, whereas openness was negatively correlated with HRQOL (β=-.001; P=.003). Smoking was associated with a decrease in HRQOL and mediated the positive effect of HRQOL on extraversion (z=-2.482; P=.004), agreeableness (z=-2.264; P=.02), and neuroticism (z=-3.230; P=.001). Subgroup analyses further showed that smoking mediated the effect of neuroticism on HRQOL in the population with chronic illnesses (z=-2.724; P=.006), and in the population without chronic illnesses, smoking contributed to the effect of HRQOL on extraversion (z=-2.299; P=.02), agreeableness (z=-2.382; P=.02), and neuroticism (z=-2.213; P=.03).
    UNASSIGNED: This study provided evidence that there is a correlation between personality traits and HRQOL. It also found that smoking plays a role in mediating the connection between personality traits and HRQOL. The development of future tobacco control strategies should consider the unique traits of each individual\'s personality, highlighting the significance of extraversion, agreeableness, and neuroticism.
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