mediation analysis

调解分析
  • 文章类型: Journal Article
    背景:童年虐待,特别是情感虐待(EA),已被确定为饮食失调(ED)发展的重要风险因素。这项研究调查了EA和ED症状之间的关联,同时考虑了多种潜在的介质。
    方法:参与者包括151名神经性厌食症(AN)患者,115与神经性贪食症(BN),和108个健康对照。童年创伤问卷,多伦多述情障碍量表,行为抑制系统,治疗前完成进食障碍量表2量表。每组进行中介路径模型:EA设置为自变量,饮食症状作为因变量和无效,对惩罚的敏感性,述情障碍,作为中介的冲动。
    结果:在患有AN的个体中,冲动是EA与瘦身和暴食行为欲望之间的重要媒介。相反,在拥有BN的个人中,发现对惩罚的敏感性可以调解EA与对身体的不满之间的联系。在两个临床组中,无效和难以识别情绪都被确定为诊断介质。在健康个体中未发现调解作用。
    结论:在一个独特的模型中同时评估多种介质概述了儿童EA和ED精神病理学之间复杂的相互作用。改善无效性,情感识别,对惩罚和冲动的敏感性以及探索它们与早期情感虐待的关系可能代表患有ED和童年创伤的个体的治疗目标。
    BACKGROUND: Childhood maltreatment, particularly emotional abuse (EA), has been identified as a significant risk factor for the development of eating disorders (EDs). This study investigated the association between EA and ED symptoms while considering multiple potential mediators.
    METHODS: Participants included 151 individuals with Anorexia Nervosa (AN), 115 with Bulimia Nervosa (BN), and 108 healthy controls. The Childhood trauma questionnaire, the Toronto Alexithymia scale, the Behavioral inhibition System, and the Eating Disorder Inventory 2 scale were completed before treatment. A mediator path model was conducted in each group: EA was set as independent variable, eating symptoms as dependent variables and ineffectiveness, sensitivity to punishment, alexithymia, and impulsivity as mediators.
    RESULTS: In individuals with AN, impulsivity emerged as a significant mediator between EA and desire for thinness and bulimic behaviors. Conversely, in individuals with BN, sensitivity to punishment was found to mediate the association between EA and dissatisfaction with one\'s body. Ineffectiveness and difficulty identifying emotions were identified as transdiagnostic mediators in both clinical groups. No mediation effect was found in healthy individuals.
    CONCLUSIONS: The simultaneous assessment of multiple mediators in a unique model outlines the complex interplay between childhood EA and ED psychopathology. Improving ineffectiveness, emotion identification, sensitivity to punishment and impulsivity and exploring their relations with early emotional abuse may represent treatment targets in individuals with EDs and childhood trauma.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目标:作为女性气质的标志,手术后乳房受损导致乳腺癌患者特别混乱,导致身体形象痛苦增加,这对睡眠质量有负面影响。而自我效能感使患者能够运用积极有效的应对策略来维持良好的夜间睡眠。因此,我们的研究旨在探讨乳腺癌患者身体形象的异质性,并研究自我效能在身体形象和睡眠质量之间的中介效应.
    方法:在2023年7月至2023年10月之间,招募了251名乳腺癌患者参加了BeResilientto乳腺癌计划。他们对一般感知自我效能感量表做出了回应,身体图像比例,匹兹堡睡眠质量指数量表。使用潜在谱分析(LPA)和中介分析对数据进行分析。
    结果:LPA的结果表明,身体图像可以分为以下三个亚组:低(43.0%),中等(45.5%),和高(11.5%)。此外,中介分析在比较低和中等时显示了两个部分中介效应(标准误差,SE=0.548,95%置信区间,CI=0.009,0.366)和高、低(SE=0.848,95%CI=0.570,3.909)体象组。
    结论:身体形象存在异质性,自我效能感在身体意象与睡眠质量之间起中介作用。因此,自我效能感可以缓冲乳腺癌患者身体意象对睡眠质量的负面影响,以自我效能为导向的干预措施也应在临床上得到更多关注。
    OBJECTIVE: As a sign of femininity, impaired breast after surgery causes particularly confusion for patients with breast cancer resulting in increased body image distress, which has negative impacts on sleep quality. And self-efficacy enables patients to use positive and effective coping strategies to maintain a favorable night\'s sleep. Therefore, our study is to explore the heterogeneity in body image experienced by patients with breast cancer and to examine the mediation effects of self-efficacy between body image and sleep quality.
    METHODS: Between July 2023 and October 2023, 251 patients with breast cancer were recruited for the Be Resilient to Breast Cancer program. They responded to the General Perceived Self-Efficacy Scale, Body Image Scale, and Pittsburgh Sleep Quality Index Scale. Data were analyzed using a latent profile analysis (LPA) and mediation analysis.
    RESULTS: Results of the LPA indicated that body image could be classified into three subgroups as follows: low (43.0%), moderate (45.5%), and high (11.5%). Furthermore, the mediation analysis demonstrated two partially mediated effects upon comparing the low and moderate (standard error, SE = 0.548, 95% confidence interval, CI = 0.009, 0.366) and the high and low (SE = 0.848, 95% CI = 0.570, 3.909) body image groups.
    CONCLUSIONS: Heterogeneity exists in body image, and self-efficacy mediates the relationship between body image and sleep quality. Hence, promoting self-efficacy can buffer the negative impacts of body image on sleep quality in patients with breast cancer, and self-efficacy-orientated interventions should also receive more attention in clinic.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    肠道菌群与前列腺癌之间的潜在关系,可能受到免疫细胞的影响,尚不清楚。本研究采用调解孟德尔随机化(MR)技术来调查肠道微生物群之间的因果关系,免疫细胞,和前列腺癌。免疫细胞活性的数据来自ValeriaOrró\的研究,而全基因组关联研究结果数据集是从综合流行病学单位数据库获得的.双向MR分析使用了5种不同的方法:方差逆加权(IVW),加权中位数,MR-Egger回归,加权模式,和简单的模式。此外,利用中介分析探讨了免疫细胞对肠道菌群和前列腺癌的中介作用.筛选了83个与前列腺癌相关的单核苷酸多态性作为工具变量。在以肠道微生物区为暴露因子的积极MR分析中,IVW显示8个肠道微生物群与前列腺癌之间存在关联。此外,使用诸如IVW的方法已经发现9种类型的免疫细胞与前列腺癌相关。对免疫细胞(beta1)的肠道菌群的MR分析显示,双歧杆菌和CD39T调节性细胞之间呈负相关(Tregs;比值比[OR]=0.785,95%置信区间[CI]=0.627-0.983,P=0.03)。此外,对前列腺癌疾病(beta2)中免疫细胞的MR分析显示,CD39+Tregs是前列腺癌的危险因素(OR=1.215,95%CI=1.027-1.354,P=.04)。此外,对前列腺癌肠道菌群的MR分析(总效应)表明,双歧杆菌是前列腺癌的保护因素(OR=0.905,95%CI=0.822-0.977,P=.04)。敏感性分析验证了上述结果的鲁棒性。中介分析表明,CD39Tregs部分介导了双歧杆菌与前列腺癌之间的因果关系。这项研究表明,双歧杆菌通过CD39+Tregs作为介质抑制前列腺癌的进展,为前列腺癌的治疗和预防提供新的思路和途径。
    The potential relationship between the gut microbiota and prostate cancer, possibly influenced by immune cells, remains unclear. This study employed the mediation Mendelian randomization (MR) technique to investigate the causal link between the gut microbiota, immune cells, and prostate cancer. Data on immune cell activity were sourced from Valeria Orrù\'s research, whereas the genome-wide association study outcome dataset was obtained from the Integrative Epidemiology Unit database. The bidirectional MR analysis utilized 5 different methods: inverse variance weighted (IVW), weighted median, MR-Egger regression, weighted mode, and simple mode. In addition, the mediating effect of immune cells on the gut microbiota and prostate cancer was explored using mediation analysis. Eighty-three single nucleotide polymorphisms associated with prostate cancer were screened as instrumental variables. In a positive MR analysis with gut microbiota as the exposure factor, IVW showed an association between 8 gut microbiota and prostate cancer. Additionally, 9 types of immune cells have been found to be associated with prostate cancer using methods such as IVW. MR analysis of the gut microbiota on immune cells (beta1) revealed a negative correlation between Bifidobacterium and CD39+ T regulatory cells (Tregs; odds ratio [OR] = 0.785, 95% confidence interval [CI] = 0.627-0.983, P = .03). Furthermore, MR analysis of immune cells in prostate cancer disease (beta2) showed that CD39+Tregs are a risk factor for prostate cancer (OR = 1.215, 95% CI = 1.027-1.354, P = .04). Moreover, MR analysis of gut microbiota in prostate cancer (total effect) indicated that Bifidobacterium is a protective factor for prostate cancer (OR = 0.905, 95% CI = 0.822-0.977, P = .04). The sensitivity analysis verified the robustness of the above results. Mediation analysis demonstrated that CD39+Tregs partially mediate the causal relationship between Bifidobacterium and prostate cancer. This study demonstrates that Bifidobacterium inhibits prostate cancer progression through CD39+Tregs as mediators, providing new ideas and approaches for the treatment and prevention of prostate cancer.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:抑郁症和慢性疼痛是全球疾病负担的重要因素。先前的研究揭示了这两个条件之间的复杂关系,这可能会受到睡眠质量的影响。然而,观察性研究有局限性,包括混杂因素和反向因果关系。本研究旨在通过孟德尔随机化(MR)探讨睡眠在抑郁与慢性疼痛关系中的中介作用。
    方法:我们进行了两步,使用中介分析的双样本MR研究。我们从Wray等人获得了重度抑郁症(MDD)全基因组关联研究(GWAS)数据。GWAS荟萃分析。从英国生物库收集与睡眠相关的表型数据。慢性疼痛数据来自芬兰数据库。
    结果:MR分析显示,MDD与慢性局部疼痛[IVW:比值比(OR)=1.26,95%置信区间(CI)=1.16-1.38,p=2.52×10-7]以及纤维肌痛(IVW:OR=2.17,95%CI=1.34-3.52,p=0.002)之间存在显着的遗传关联。MDD的遗传易感性还与失眠(IVW:OR=1.10,95%CI=1.06-1.13,p=3.57×10-8)和自我报告的短睡眠时间(IVW:OR=1.03,95%CI=1.00-1.06,p=0.047)有关。失眠和纤维肌痛在抑郁到慢性局部疼痛通路中的中介作用分别为1.04和1.03,调解比例分别为12.8%和15.2%。失眠介导抑郁与纤维肌痛之间的通路效应为1.12,占总效应的15.2%。
    结论:这种两步MR分析加强了抑郁症和慢性疼痛之间遗传预测关联的证据,强调失眠和睡眠时间短的中介作用。它进一步阐明了不同睡眠障碍的具体作用,将失眠和睡眠持续时间短与其他睡眠相关表型区分开来。
    BACKGROUND: Depression and chronic pain are significant contributors to the global burden of disease. Previous research has revealed complex relationships between these two conditions, which may be influenced by sleep quality. However, observational studies have limitations, including confounding factors and reverse causation. This study aims to explore the mediating effects of sleep on the relationship between depression and chronic pain using Mendelian randomization (MR).
    METHODS: We conducted a two-step, two-sample MR study using mediation analysis. We obtained major depressive disorder (MDD) Genome-Wide Association Studdies (GWAS) data from Wray et al.\'s GWAS meta-analysis. Phenotypic data related to sleep were collected from the UK Biobank. Chronic pain data were obtained from the Finnish database.
    RESULTS: MR analysis revealed significant genetic associations between MDD and chronic localized pain [IVW: odds ratio (OR) = 1.26, 95% confidence interval (CI) = 1.16-1.38, p = 2.52 × 10-7] as well as fibromyalgia (IVW: OR = 2.17, 95% CI = 1.34-3.52, p = .002). Genetic susceptibility for MDD was also associated with insomnia (IVW: OR = 1.10, 95% CI = 1.06-1.13, p = 3.57 × 10-8) and self-reported short sleep duration (IVW: OR = 1.03, 95% CI = 1.00-1.06, p = .047). The mediating effects of insomnia and fibromyalgia on the pathway from depression to chronic regional pain were 1.04 and 1.03, respectively, with mediation proportions of 12.8% and 15.2%. Insomnia mediated the pathway between depression and fibromyalgia with an effect of 1.12, accounting for 15.2% of the total effect.
    CONCLUSIONS: This two-step MR analysis strengthens the evidence of genetic predictive associations between depression and chronic pain, highlighting the mediating roles of insomnia and short sleep duration. It further elucidates the specific roles of distinct sleep disorders, differentiating insomnia and short sleep duration from other sleep-related phenotypes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:在老年人中,股四头肌的强度降低和刚度增加与发展为膝骨关节炎(OA)的风险较高有关。动态关节刚度(DJS)表示来自动态膝关节运动的主动和被动膝关节结构的集体阻力。在膝OA患者中,矢状膝DJS升高与软骨损失的恶化相关。股四头肌属性改变可能会影响DJS,这可能是股四头肌性能和膝关节OA之间关联的中介。因此,这项研究旨在检查DJS和股四头肌的特性是否与临床膝关节OA的发展相关超过24个月,并探讨DJS在股四头肌特性与膝关节OA关系中的中介作用。
    方法:这是一项前瞻性队列研究,对162名健康社区老年人进行了研究。在加载响应阶段进行步态分析以计算DJS。使用Cybex测力计和剪切波超声弹性成像评估股四头肌强度和刚度,分别。24个月后根据临床标准定义膝关节OA。使用具有广义估计方程的逻辑回归来检查股四头肌特性与DJS和入射膝关节OA之间的关联。进行中介分析以探讨DJS在股四头肌特性与膝关节OA发生率之间的关系中的中介作用。
    结果:总共125名参与者(65.6±4.0年,58.4%的女性)完成了24个月的随访,250个膝盖中有36个被确定为临床膝关节OA。较高的DJS(OR=1.86,95CI:1.33-2.62),下股四头肌强度(1.85,1.05-3.23),和更大的股四头肌僵硬度(1.56,1.10-2.21)与更高的临床膝关节OA风险显著相关。中介分析表明,DJS不是股四头肌特性与膝关节OA之间关联的显着中介。
    结论:矢状膝关节动态关节刚度较高,股四头肌力量较低,和更大的股四头肌僵硬是无症状老年人发生临床膝关节OA的潜在危险因素。股四头肌特性与膝关节OA之间的关联可能不是由动态关节刚度介导的。用于减少股四头肌的增加的被动特性和膝关节刚度的干预措施可能有益于在老年人群中保持健康的膝盖。
    BACKGROUND: Decreased strength and increased stiffness of the quadriceps have been associated with a higher risk of developing knee osteoarthritis (OA) in elders. Dynamic joint stiffness (DJS) represents collective resistance from active and passive knee structures for dynamic knee motions. Elevated sagittal knee DJS has been associated with worsening of cartilage loss in knee OA patients. Altered quadriceps properties may affect DJS, which could be a mediator for associations between quadriceps properties and knee OA. Hence, this study aimed to examine whether DJS and quadriceps properties would be associated with the development of clinical knee OA over 24 months, and to explore the mediation role of DJS in associations between quadriceps properties and knee OA.
    METHODS: This was a prospective cohort study with 162 healthy community-dwelling elders. Gait analysis was conducted to compute DJS during the loading response phase. Quadriceps strength and stiffness were evaluated using a Cybex dynamometer and shear-wave ultrasound elastography, respectively. Knee OA was defined based on clinical criteria 24 months later. Logistic regression with generalized estimating equations was used to examine the association between quadriceps properties and DJS and incident knee OA. Mediation analysis was performed to explore the mediation role of DJS in associations between quadriceps properties and the incidence of knee OA.
    RESULTS: A total of 125 participants (65.6 ± 4.0 years, 58.4% females) completed the 24-month follow-up, with 36 out of 250 knees identified as clinical knee OA. Higher DJS (OR = 1.86, 95%CI: 1.33-2.62), lower quadriceps strength (1.85, 1.05-3.23), and greater quadriceps stiffness (1.56, 1.10-2.21) were significantly associated with a higher risk of clinical knee OA. Mediation analysis showed that the DJS was not a significant mediator for the associations between quadriceps properties and knee OA.
    CONCLUSIONS: Higher sagittal knee dynamic joint stiffness, lower quadriceps strength, and greater quadriceps stiffness are potential risk factors for developing clinical knee OA in asymptomatic elders. Associations between quadriceps properties and knee OA may not be mediated by dynamic joint stiffness. Interventions for reducing increased passive properties of the quadriceps and knee joint stiffness may be beneficial for maintaining healthy knees in the aging population.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:据报道,阿尔茨海默病(AD)患者的脉络丛(ChP)体积增大,并且与认知能力呈负相关。然而,其临床诊断和预测价值,ChP影响AD连续体的机制尚不清楚。
    方法:这项前瞻性队列研究纳入了中国影像学的607名参与者[健康对照(HC):110,轻度认知障碍(MCI):269,AD痴呆:228],生物标志物,2021年1月1日至2022年12月31日之间的生活方式研究。在AD连续体中的497名患者中,138例进行腰椎穿刺脑脊液(CSF)标志测试。ChP体积与CSF病理标志之间的关系(Aβ42,Aβ40,Aβ42/40,tTau,和pTau181),神经心理学测验[小型精神状态检查(MMSE),蒙特利尔认知评估(MoCA)神经精神量表(NPI),和日常生活活动(ADL)得分],和多模态神经影像学测量[灰质体积,皮质厚度,和校正脑血流量(cCBF)]使用部分Spearman相关性进行分析。四种神经影像学测量[ChP体积,海马体积,侧脑室容积(LVV),和内嗅皮层厚度(ECT)]对CSF标志和神经心理学测试之间的关系进行了检查。4种神经影像学方法在识别AD痴呆患者中的脑Aβ42变化或区分的能力,使用接收器工作特性分析确定MCI和HC,通过线性回归评估其与基线时神经心理学测验评分的关联.使用广义线性混合效应模型在AD连续体上评估了四种神经影像学指标的变化率与神经心理学测试评分之间的纵向关联。
    结果:参与者的平均年龄为65.99±8.79岁。AD痴呆患者的基线ChP体积最大(P<0.05)。ChP体积增大与Aβ42和Aβ40水平降低相关;MMSE和MoCA较低,NPI和ADL评分较高;体积较低,皮质厚度,其他认知相关区域的cCBF和cCBF(均P<0.05)。ChP体积介导Aβ42和Aβ40水平与MMSE评分的关联(19.08%和36.57%),Aβ42水平介导了ChP体积与MMSE或MoCA评分的相关性(39.49%和34.36%)。仅ChP体积比单独LVV更好地识别脑Aβ42变化(AUC=0.81vs.0.67,P=0.04)和单独EC厚度(AUC=0.81vs.0.63,P=0.01),并且与单独海马体积相比,MCI患者的分化更好(AUC=0.85vs.0.81,P=0.01),和单独的LVV(AUC=0.85vs.0.82,P=0.03)。联合ChP和海马体积显着增加了区分AD痴呆患者脑Aβ42变化和患者的能力,MCI和HCs组与单纯海马体积比较(均P<0.05)。校正年龄后,性别,多年的教育,APOEε4状态,eTIV,和海马体积,ChP体积与MMSE相关,MoCA,NPI,和基线时的ADL评分,ChP体积的快速增大与NPI评分的快速恶化有关,平均随访10.03±4.45个月(均P<0.05)。
    结论:ChP体积可能是与神经退行性改变和临床AD表现相关的一种新的神经影像学指标。它可以更好地检测AD的早期阶段并预测预后。并显着提高了海马对AD连续体的鉴别诊断能力。
    BACKGROUND: Enlarged choroid plexus (ChP) volume has been reported in patients with Alzheimer\'s disease (AD) and inversely correlated with cognitive performance. However, its clinical diagnostic and predictive value, and mechanisms by which ChP impacts the AD continuum remain unclear.
    METHODS: This prospective cohort study enrolled 607 participants [healthy control (HC): 110, mild cognitive impairment (MCI): 269, AD dementia: 228] from the Chinese Imaging, Biomarkers, and Lifestyle study between January 1, 2021, and December 31, 2022. Of the 497 patients on the AD continuum, 138 underwent lumbar puncture for cerebrospinal fluid (CSF) hallmark testing. The relationships between ChP volume and CSF pathological hallmarks (Aβ42, Aβ40, Aβ42/40, tTau, and pTau181), neuropsychological tests [Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), Neuropsychiatric Inventory (NPI), and Activities of Daily Living (ADL) scores], and multimodal neuroimaging measures [gray matter volume, cortical thickness, and corrected cerebral blood flow (cCBF)] were analyzed using partial Spearman\'s correlation. The mediating effects of four neuroimaging measures [ChP volume, hippocampal volume, lateral ventricular volume (LVV), and entorhinal cortical thickness (ECT)] on the relationship between CSF hallmarks and neuropsychological tests were examined. The ability of the four neuroimaging measures to identify cerebral Aβ42 changes or differentiate among patients with AD dementia, MCI and HCs was determined using receiver operating characteristic analysis, and their associations with neuropsychological test scores at baseline were evaluated by linear regression. Longitudinal associations between the rate of change in the four neuroimaging measures and neuropsychological tests scores were evaluated on the AD continuum using generalized linear mixed-effects models.
    RESULTS: The participants\' mean age was 65.99 ± 8.79 years. Patients with AD dementia exhibited the largest baseline ChP volume than the other groups (P < 0.05). ChP volume enlargement correlated with decreased Aβ42 and Aβ40 levels; lower MMSE and MoCA and higher NPI and ADL scores; and lower volume, cortical thickness, and cCBF in other cognition-related regions (all P < 0.05). ChP volume mediated the association of Aβ42 and Aβ40 levels with MMSE scores (19.08% and 36.57%), and Aβ42 levels mediated the association of ChP volume and MMSE or MoCA scores (39.49% and 34.36%). ChP volume alone better identified cerebral Aβ42 changes than LVV alone (AUC = 0.81 vs. 0.67, P = 0.04) and EC thickness alone (AUC = 0.81 vs.0.63, P = 0.01) and better differentiated patients with MCI from HCs than hippocampal volume alone (AUC = 0.85 vs. 0.81, P = 0.01), and LVV alone (AUC = 0.85 vs.0.82, P = 0.03). Combined ChP and hippocampal volumes significantly increased the ability to differentiate cerebral Aβ42 changes and patients among AD dementia, MCI, and HCs groups compared with hippocampal volume alone (all P < 0.05). After correcting for age, sex, years of education, APOE ε4 status, eTIV, and hippocampal volume, ChP volume was associated with MMSE, MoCA, NPI, and ADL score at baseline, and rapid ChP volume enlargement was associated with faster deterioration in NPI scores with an average follow-up of 10.03 ± 4.45 months (all P < 0.05).
    CONCLUSIONS: ChP volume may be a novel neuroimaging marker associated with neurodegenerative changes and clinical AD manifestations. It could better detect the early stages of the AD and predict prognosis, and significantly enhance the differential diagnostic ability of hippocampus on the AD continuum.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:生活方式已成为糖尿病治疗的重要调节因子,并与共病抑郁症的发展和恶化密切相关。该研究旨在分析糖尿病患者的生活方式及其对抑郁的影响,并探讨饮食炎症指数(DII)在生活方式与抑郁之间的关系中的作用。
    方法:数据来自2009年至2020年的国家健康和营养调查(NHANES)。根据生活方式对3,009名糖尿病成年人进行了潜在类别分析(LCA)。采用广义线性模型(GLM)分析不同生活方式对抑郁症的影响。中介效应模型被用来检验生活方式之间的关系,DII和患者健康问卷-9(PHQ-9)评分。
    结果:通过LCA将队列分为不健康的生活方式(44.53%),不健康但不饮酒(48.06%)和健康但吸烟(7.41%)的生活方式行为群体,不健康但不饮酒组是抑郁症的危险因素(OR=1.379,95CI=1.095~1.735,P=0.006).DII部分介导了不健康但不饮酒组与PHQ-9的关系,完全介导了健康但吸烟组与PHQ-9的关系,效应系数为-0.018(95CI:-0.044~-0.001)和-0.035(95CI:-0.083~-0.001)。
    结论:生活方式显著影响糖尿病患者抑郁的发生。饮食炎症在不同的生活方式和抑郁症之间起着不同的中介作用。限制促炎饮食或鼓励抗炎饮食,结合健康生活方式的推广,可能是预防和缓解糖尿病患者抑郁症状的有效方法。
    BACKGROUND: Lifestyle has become a crucial modulator in the management of diabetes and is intimately linked with the development and exacerbation of comorbid depression. The study aimed to analyze lifestyle patterns and their impact on depression in individuals with diabetes and to explore the role of the Dietary Inflammatory Index (DII) in the relationship between lifestyle patterns and depression.
    METHODS: Data was attained from the National Health and Nutrition Examination Survey (NHANES) between 2009 and 2020. A latent class analysis (LCA) was performed on 3,009 diabetic adults based on lifestyle behaviors. A generalised linear model (GLM) was employed to analyse the effects of different lifestyle patterns on depression. The mediation effect model was utilised to examine the relationship between lifestyle patterns, DII and Patient Health Questionnaire-9 (PHQ-9) scores.
    RESULTS: The cohort was divided through LCA into unhealthy lifestyle (44.53%), unhealthy but non-alcohol use (48.06%) and healthy but smoking (7.41%) groups of lifestyle behaviors, the unhealthy but non-alcohol use group was identified as a risk factor for depression (OR = 1.379, 95%CI = 1.095 ~ 1.735, P = 0.006). The DII partially mediated the relationship between the unhealthy but non-alcohol use group and PHQ-9, and fully mediated the relationship between the healthy but smoking group and PHQ-9, with effect coefficients of - 0.018 (95%CI: -0.044 ~ - 0.001) and - 0.035 (95%CI: -0.083 ~ - 0.001).
    CONCLUSIONS: Lifestyle patterns significantly influence the occurrence of depression among diabetes patients. The dietary inflammation plays a varying mediating role between different lifestyle patterns and depression. Restricting pro-inflammatory diets or encouraging anti-inflammatory diets, combined with the promotion of healthy lifestyle practices, may be an effective method for preventing and alleviating symptoms of depression among patients with diabetes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:研究表明,衰弱与老年人较低的体力活动和幸福感有关,但是工作中的社交活动可能会促进身体活动及其对虚弱的老年员工的幸福感的积极影响。这项研究,因此,确定是否有脆弱协会的调解,工作场所社交活动(WSA),通过身体活动(PA)和幸福。
    方法:本研究采用横断面设计,并进行相关的混淆敏感性分析。参与者在两个不同收入水平的加纳样本中(低收入,n=897,收入较高,n=530)。计算了最小样本,通过结构方程建模,用Haye的过程模型对统计模型进行了检验。
    结果:脆弱与PA呈负相关,在两个样本中,WSA都缓和了这种关系。在高收入样本中,较高的虚弱与较低的幸福感直接和间接相关,但在低收入样本中仅与较低的幸福感间接相关。PA在脆弱-幸福关系中的中介在高收入样本中是部分的,而在低收入样本中是完整的。在两个样本中都有适度调解的证据。
    结论:WSA可能会降低两个样本中老年员工的虚弱与PA和幸福感之间的负相关性。旨在提高WSA的工作场所干预措施可能会鼓励PA并提高脆弱的老年员工的幸福感。
    BACKGROUND: Research suggests that frailty is associated with lower physical activity and well-being in old age, but social activities at work may facilitate physical activity and its positive effect on well-being among older employees with frailty. This study, therefore, ascertained whether there is a moderated mediation of the association of frailty, Workplace Social Activity (WSA), and well-being by Physical Activity (PA).
    METHODS: The study adopted a cross-sectional design with relevant sensitivity analyses for confounding. The participants were within two Ghanaian samples with different income levels (low-income, n = 897, and higher income, n = 530). The minimum samples were calculated, and the statistical models were tested with Haye\'s Process Model through structural equation modelling.
    RESULTS: Frailty was negatively associated with PA, and this relationship was moderated by WSA in both samples. Higher frailty was directly and indirectly associated with lower well-being in the higher-income sample but only indirectly associated with lower well-being in the low-income sample. The mediation of PA in the frailty-well-being relationship is partial in the higher-income sample but complete in the low-income sample. There was evidence of moderated mediation in both samples.
    CONCLUSIONS: WSA may reduce the strength of the negative association of frailty with PA and well-being among older employees in both samples. Workplace interventions aimed at enhancing WSA may encourage PA and enhance well-being among older employees with frailty.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:目前的证据表明,急性颈动脉支架置入术(CAS)治疗宫颈病变与血管内治疗(EVT)串联病变(TLs)的急性卒中患者更好的功能预后相关。然而,与非CAS策略相比,这种关系的潜在因果病理生理机制尚不清楚.我们的目标是确定是否,到什么程度,再灌注介导TLs患者急性CAS与功能预后的关系。
    方法:本子分析来自2015年1月至2020年12月在16个卒中中心进行的多中心回顾性队列研究。包括接受EVT的前循环TLs患者。成功的再灌注定义为每个参与中心的当地团队改良的脑梗死溶栓评分≥2B。进行了中介分析,以检查成功再灌注介导急性CAS与功能结局(90天改良的Rankin量表)之间关系的潜在因果途径。
    结果:共纳入570例患者,年龄中位数(四分位数范围)为68(59-76),其中180人(31.6%)为女性。在这些患者中,354例(62.1%)接受急性CAS,244例(47.4%)具有良好的功能结局。其余216例(37.9%)患者属于非CAS组。与非CAS组相比,CAS组的再灌注成功率(91.2%vs85.1%;p=0.025)和良好的功能结局(52%vs29%;p=0.003)明显更高。成功的再灌注是功能预后的强预测因子(校正后的普通比值比[acOR]4.88;95%CI2.91-8.17;p<0.001)。成功的再灌注部分介导了急性CAS与功能结局之间的关系,因为在校正成功再灌注后,急性CAS仍然与功能结局显著相关(acOR1.89;95%CI1.27-2.83;p=0.002).成功的再灌注解释了急性CAS与功能结局之间关系的25%(95%CI3%-67%)。
    结论:在接受EVT的TL患者中,与非CAS相比,成功的再灌注预测了CAS时良好的功能结局.发现急性CAS对功能结果的治疗作用中有相当大的比例(25%)是由成功再灌注率的提高介导的。
    OBJECTIVE: Current evidence suggests that acute carotid artery stenting (CAS) for cervical lesions is associated with better functional outcomes in patients with acute stroke with tandem lesions (TLs) treated with endovascular therapy (EVT). However, the underlying causal pathophysiologic mechanism of this relationship compared with a non-CAS strategy remains unclear. We aimed to determine whether, and to what degree, reperfusion mediates the relationship between acute CAS and functional outcome in patients with TLs.
    METHODS: This subanalysis stems from a multicenter retrospective cohort study across 16 stroke centers from January 2015 to December 2020. Patients with anterior circulation TLs who underwent EVT were included. Successful reperfusion was defined as a modified Thrombolysis in Cerebral Infarction scale ≥2B by the local team at each participating center. Mediation analysis was conducted to examine the potential causal pathway in which the relationship between acute CAS and functional outcome (90-day modified Rankin Scale) is mediated by successful reperfusion.
    RESULTS: A total of 570 patients were included, with a median age (interquartile range) of 68 (59-76), among whom 180 (31.6%) were female. Among these patients, 354 (62.1%) underwent acute CAS and 244 (47.4%) had a favorable functional outcome. The remaining 216 (37.9%) patients were in the non-CAS group. The CAS group had significantly higher rates of successful reperfusion (91.2% vs 85.1%; p = 0.025) and favorable functional outcomes (52% vs 29%; p = 0.003) compared with the non-CAS group. Successful reperfusion was a strong predictor of functional outcome (adjusted common odds ratio [acOR] 4.88; 95% CI 2.91-8.17; p < 0.001). Successful reperfusion partially mediated the relationship between acute CAS and functional outcome, as acute CAS remained significantly associated with functional outcome after adjustment for successful reperfusion (acOR 1.89; 95% CI 1.27-2.83; p = 0.002). Successful reperfusion explained 25% (95% CI 3%-67%) of the relationship between acute CAS and functional outcome.
    CONCLUSIONS: In patients with TL undergoing EVT, successful reperfusion predicted favorable functional outcomes when CAS was performed compared with non-CAS. A considerable proportion (25%) of the treatment effect of acute CAS on functional outcome was found to be mediated by improvement of successful reperfusion rates.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    已经进行了有限的研究,以定量评估全身性炎症在代谢功能障碍相关的脂肪肝疾病(MAFLD)和亚临床颈动脉粥样硬化(SCAS)中的影响。全身免疫炎症指数(SII),整合了炎症细胞,已成为局部免疫反应和全身性炎症的可靠指标,本研究旨在评估SII在2型糖尿病(T2DM)MAFLD和SCAS之间的相关性中的中介作用.
    本研究前瞻性招募了来自两个中心的830名T2DM参与者。进行未增强的腹部CT扫描以评估MAFLD,同时进行B型颈动脉超声检查以评估SCAS。采用加权二项逻辑回归分析和有限三次样条(RCS)分析来分析SII与MAFLD和SCAS风险之间的关联。进一步进行中介分析以探讨SII在MAFLD和SCAS之间的潜在中介作用。
    随着SII四分位数的增加,MAFLD和SCAS的患病率均显着增加(P<0.05)。MAFLD在三个调整后的模型中成为SCAS风险的独立因素,显示优势比为2.15(95CI:1.31-3.53,P<0.001)。此外,SII四分位数和Ln(SII)的增加与MAFLD和SCAS的风险呈正相关(P<0.05)。此外,观察到显著的剂量-反应关系(P<0.001).RCS分析显示Ln(SII)与SCAS和MAFLD风险呈线性相关(P表示非线性<0.05)。重要的是,SII和ln(SII)充当了MAFLD和SCAS之间的关系中的调解员,显示7.8%和10.9%的比例介导效应。
    SII与MAFLD和SCAS风险独立相关,同时也在MAFLD和SCAS之间的关系中充当调解人。
    UNASSIGNED: Limited research has been conducted to quantitatively assess the impact of systemic inflammation in metabolic dysfunction-associated fatty liver disease (MAFLD) and sub-clinical carotid atherosclerosis (SCAS). The systemic immune-inflammation index (SII), which integrates inflammatory cells, has emerged as a reliable measure of local immune response and systemic inflammation Therefore, this study aims to assess the mediating role of SII in the association between MAFLD and SCAS in type 2 diabetes mellitus (T2DM).
    UNASSIGNED: This study prospectively recruited 830 participants with T2DM from two centers. Unenhanced abdominal CT scans were conducted to evaluate MAFLD, while B-mode carotid ultrasonography was performed to assess SCAS. Weighted binomial logistic regression analysis and restricted cubic splines (RCS) analyses were employed to analyze the association between the SII and the risk of MAFLD and SCAS. Mediation analysis was further carried out to explore the potential mediating effect of the SII on the association between MAFLD and SCAS.
    UNASSIGNED: The prevalence of both MAFLD and SCAS significantly increased as the SII quartiles increased (P<0.05). MAFLD emerged as an independent factor for SCAS risk across three adjusted models, exhibiting odds ratios of 2.15 (95%CI: 1.31-3.53, P < 0.001). Additionally, increased SII quartiles and Ln (SII) displayed positive associations with the risk of MAFLD and SCAS (P < 0.05). Furthermore, a significant dose-response relationship was observed (P for trend <0.001). The RCS analyses revealed a linear correlation of Ln (SII) with SCAS and MAFLD risk (P for nonlinearity<0.05). Importantly, SII and ln (SII) acted as the mediators in the association between MAFLD and SCAS following adjustments for shared risk factors, demonstrating a proportion-mediated effect of 7.8% and 10.9%.
    UNASSIGNED: SII was independently correlated with MAFLD and SCAS risk, while also acting as a mediator in the relationship between MAFLD and SCAS.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号