Mediation Analysis

调解分析
  • 文章类型: Journal Article
    暴露于环境重金属可能是通过干预改良的先兆子痫(PE)的危险因素。这项病例对照研究旨在研究孕妇血清重金属浓度与PE之间的关系,以及激素是否在重金属对PE的影响中起中介作用。2020年10月至2022年,在东莞市松山湖中心医院招募PE患者160例、正常分娩孕妇160例。血清锰(Mn)浓度,镍(Ni),铜(Cu),锌(Zn),砷(As),镉(Cd),铅(Pb),β-人绒毛膜促性腺激素(β-hCG),孕酮(P),雌二醇(E2),睾酮(T),皮质醇(Cort),和可的松(Cor)进行测量。物流,受限三次样条,采用加权分位数和多元线性回归模型来解释不同方面,探索重金属之间的关系,荷尔蒙,和PE。进行了中介模型分析以评估激素在中介中的作用。Mn的中值浓度,PE组的E2和Cort低于对照组。铜的中值浓度,Zn,β-hCG,PE和T高于对照。Mn,E2和Cort与PE呈负相关,而Cu,Zn,β-hCG,T表现出积极的关联,通过逻辑回归确定。Mn,Cu,Zn与PE呈线性剂量-反应关系。Zn和Cu在混合重金属暴露与PE的正相关模型中具有很高的权重。中介分析显示血清E2、P、T,科特,和Cort/Cor可能是重金属(Mn,Cu,和Zn)和PE。
    Exposure to environmental heavy metals may pose a risk factor for developing preeclampsia (PE) modified through intervention. This case-control study aimed to investigate the association between serum heavy metal concentrations and PE in pregnant women and whether hormones served as mediating factors in the impact of heavy metals on PE. From October 2020 to 2022, 160 patients with PE and 160 pregnant women with normal deliveries were recruited at Dongguan Songshan Lake Central Hospital. Serum concentrations of manganese (Mn), nickel (Ni), copper (Cu), zinc (Zn), arsenic (As), cadmium (Cd), lead (Pb), β-human chorionic gonadotropin (β-hCG), progesterone (P), estradiol (E2), testosterone (T), cortisol (Cort), and cortisone (Cor) were measured. Logistic, restricted cubic splines, weighted quantile sum and multivariate linear regression models were employed to account for different aspects and explore the relationships among heavy metals, hormones, and PE. Mediation model analysis was performed to assess the role of hormones in mediation. The median concentrations of Mn, E2, and Cort were lower in the PE group than in the control group. The median concentrations of Cu, Zn, β-hCG, and T were higher in the PE than in the control. Mn, E2, and Cort showed negative associations with PE, while Cu, Zn, β-hCG, and T demonstrated positive associations, as determined through logistic regression. Mn, Cu, and Zn displayed linear dose-response relationships with PE. Zn and Cu had high weights in the positive association model of mixed heavy metal exposure with PE. The mediation analysis revealed that serum E2, P, T, Cort, and Cort/Cor might be potential mediators of the association between heavy metals (Mn, Cu, and Zn) and PE.
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  • 文章类型: Journal Article
    背景:变性女性有很高的自杀意念,压力和低人际交往需求是其主要危险因素。本研究旨在探讨中国跨性别女性的人际需求在感知压力与自杀意念之间的中介作用。
    方法:2018年4月至9月在沈阳和昆明进行了横断面研究。招募了247名变性妇女。社会人口统计学,感知压力,获得了人际需求和自杀意念。进行了相关分析和中介分析,以检验感知压力之间的关系,自杀意念和人际关系需要。
    结果:14.6%的参与者在一年内报告了自杀意念。知觉压力与自杀意念呈正相关(r=0.228,p<0.001),人际需求及其三个维度(r=0.300-0.583,ps<0.001)-受挫的归属感,感知到的负担和社会排斥。人际需求及其三个维度与自杀意念呈正相关(r=0.148~0.299,ps<0.05)。人际需求,感知负担和社会排斥部分介导了感知压力和自杀意念之间的关系,而受挫的归属感并没有起到中介作用。
    结论:横断面研究限制了变量之间因果关系的确认。这项调查没有针对性少数群体的特定压力源。参与者仅来自两个地区可能会影响结果的概括。
    结论:我们发现人际关系需求在压力和自杀意念之间有部分中介作用。需要减轻压力和增加社会包容性,以减少变性妇女的自杀观念。
    BACKGROUND: Transgender women have a high prevalence of suicidal ideation, with stress and low interpersonal needs as its main risk factors. This study aimed to investigate the mediating role of interpersonal needs on the relationship between perceived stress and suicidal ideation among transgender women in China.
    METHODS: A cross-sectional study was conducted in Shenyang and Kunming from April to September 2018. 247 transgender women were recruited. Sociodemographic statistics, perceived stress, interpersonal needs and suicidal ideation were obtained. Correlation analysis and mediation analysis were performed to test the relationship among perceived stress, suicidal ideation and interpersonal needs.
    RESULTS: 14.6 % of the participants reported suicidal ideation within a year. Perceived stress was positively correlated with suicidal ideation (r = 0.228, p < 0.001), interpersonal needs and its three dimensions (r = 0.300-0.583, ps < 0.001)-thwarted belongingness, perceived burdensomeness and social exclusion. Interpersonal needs and its three dimensions were also positively correlated with suicidal ideation (r = 0.148-0.299, ps < 0.05). Interpersonal needs, perceived burdensomeness and social exclusion partly mediated the relationship between perceived stress and suicidal ideation, while thwarted belongingness didn\'t play a mediating role.
    CONCLUSIONS: Cross-sectional study limited confirmation of causality between variables. The investigation didn\'t aim at the specific stressors of sexual minorities. And that participants came from only two regions might affect the generalization of the results.
    CONCLUSIONS: We found a partial mediating role of interpersonal needs between stress and suicidal ideation. Stress reduction and increased social inclusion are needed to reduce suicidal ideation in transgender women.
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  • 文章类型: Journal Article
    背景:近年来,多项研究表明,肥胖可能在认知障碍中起重要作用。患有认知障碍的个体通常也表现出抑郁症状。本研究旨在探讨肥胖与认知障碍之间的关系,并阐明抑郁症状在这种关系中的中介作用。
    方法:在这项横断面研究中对美国老年参与者进行了检查(n=2391)。WWI计算如下:WWI=腰围/体重的平方根。阿尔茨海默病单词学习联盟(CERAD-WL),动物流利度测试(AFT),使用数字符号替代测验(DSST)评估认知功能。使用患者健康问卷9(PHQ-9)评估抑郁症状。采用亚组分析和多元logistic回归分析探讨WWI与抑郁症状和认知功能下降的关系。使用两段线性回归模型计算阈值效应。为了确定抑郁症是否介导了WWI和认知障碍之间的关系,还采用了调解分析。
    结果:共包括2391名参与者,其中33.29%有认知障碍。WWI与抑郁症状和认知功能存在显著相关性(P<0.05)。随着WWI四分位数的增加,认知障碍的患病率增加(Q1:27.09%,Q2:33.00%,Q3:31.44%,Q4:41.64%)。WWI与认知障碍呈正相关(OR=1.34,95%CI=1.13,1.59),并且这种联系在所有亚组中都是稳定的(趋势P>0.05)。拐点为10.71的非线性曲线连接了WWI和认知恶化。WWI与拐点左侧认知障碍之间存在显着相关性(OR=3.58,95%CI=1.57,8.15)。调解率为5.4%,中介分析显示,抑郁症状介导了认知障碍与WWI之间的关系。
    结论:在美国老年人中,WWI与认知障碍的发生率呈正相关。除其他因素外,抑郁症状轻微介导了WWI与认知障碍之间的关联。然而,仍然需要大规模的前瞻性研究来深入分析这三个因素之间的相互作用。
    BACKGROUND: In recent years, several studies have suggested that obesity may play an important role in cognitive impairment. Individuals with cognitive impairment often also exhibit depressive symptoms. This study aimed to explore the association between obesity and cognitive impairment and to elucidate the mediating role of depressive symptoms in this association.
    METHODS: Older participants in the U.S. were examined in this cross-sectional study (n = 2391). The WWI was computed as follows: WWI = waist circumference/square root of body weight. The Consortium for Alzheimer\'s Disease Word Learning (CERAD-WL), the Animal Fluency Test (AFT), and the Digit Symbol Substitution Test (DSST) were used to evaluate cognitive function. Depression symptoms were evaluated with the Patient Health Questionnaire 9 (PHQ-9). Subgroup analysis and multiple logistic regression analysis were utilized to investigate the relationships between the WWI and depressive symptoms and cognitive decline. Threshold effects were computed using a two-segment linear regression model. To ascertain whether depression mediates the relationship between the WWI and cognitive impairment, mediation analysis was also employed.
    RESULTS: A total of 2391 participants were included, 33.29 % of whom had cognitive impairment. There was a significant correlation between the WWI and depressive symptoms and cognitive function (P < 0.05). With increasing WWI quartiles, the prevalence of cognitive impairment increased (Q1: 27.09 %, Q2: 33.00 %, Q3: 31.44 %, Q4: 41.64 %). It was highly likely that the WWI and cognitive impairment were positively correlated (OR = 1.34, 95 % CI = 1.13, 1.59), and this link was steady across all subgroups (P for trend >0.05). A nonlinear curve with an inflection point of 10.71 connected the WWI and cognitive deterioration. A significant correlation was found between the WWI and cognitive impairment on the left side of the inflection point (OR = 3.58, 95 % CI = 1.57, 8.15). With a 5.4 % mediation rate, mediation analysis revealed that depressive symptoms mediated the relationship between cognitive impairment and the WWI.
    CONCLUSIONS: There was a positive association between the WWI and the incidence of cognitive impairment in older Americans. Among other factors, depressive symptoms slightly mediated the association between the WWI and cognitive impairment. However, large-scale prospective studies are still needed to analyse the interactions between the three factors in depth.
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  • 文章类型: Journal Article
    目的:探讨深度干刺(DDN)对慢性颈痛患者的短期影响的因果途径。
    方法:具有重复测量的中介和结果的解释性纵向中介分析。
    方法:初级护理设置对象:128例慢性颈痛患者。
    方法:参与者随机分为2组:颈部肌肉的DDN联合拉伸(N=64)和单独拉伸(N=64)。
    两个结果(疼痛强度和颈部疼痛相关的残疾)和3个候选介质(局部疼痛压力阈值(PPTs),包括颈椎活动范围(ROM)和颈部肌肉力量)。在残疾的调解分析中,疼痛强度也被作为竞争性介质。在三个时间点测量中介和结果;干预后和2周和4周随访。年龄,性别以及结局和介质的基线值作为治疗前介质-结局混杂因素.
    结果:疼痛强度的降低强烈介导了DDN对残疾的短期影响,从干预后到4周随访。此外,在每个时间点,局部超敏反应的减弱(通过增加PPTs)中度介导的疼痛强度降低。另一方面,宫颈ROM的增加有助于减少颈部疼痛相关的残疾。肌肉力量的变化并没有导致更好的结果。
    结论:这项新的研究表明,DDN对颈部疼痛相关残疾的影响是由这种物理疗法的镇痛作用强烈驱动的。增加PPTs和宫颈ROM似乎也是DDN效应背后的机制的一部分。
    OBJECTIVE: to explore the causal pathways underlying the short-term effects of deep dry needling (DDN) in people with chronic neck pain.
    METHODS: explanatory longitudinal mediation analysis with repeatedly measured mediators and outcomes.
    METHODS: primary care setting PARTICIPANTS: 128 patients with chronic neck pain.
    METHODS: Participants were randomized in 2 groups; DDN of the neck muscles combined with stretching (N = 64) and stretching alone (N=64).
    UNASSIGNED: Two outcomes (pain intensity and neck pain-related disability) and 3 candidate mediators (local pain pressure thresholds (PPTs), cervical range of motion (ROM) and neck muscle strength) were included. Pain intensity was also included as a competing mediator in the mediation analysis for disability. Mediators and outcomes were measured at three timepoints; post-intervention and 2- and 4-week follow-up. Age, gender and the baseline values of the outcome and mediators were included as pre-treatment mediator-outcome confounders.
    RESULTS: reductions in pain intensity strongly mediated the short-term effects of DDN on disability, from post-intervention to 4-week follow-up. In addition, the attenuation of local hypersensitivity (via increasing PPTs) moderately mediated reductions in pain intensity at each timepoint. On the other hand, gains in cervical ROM contributed to reducing neck pain-related disability. Changes in muscle strength did not lead to better outcomes.
    CONCLUSIONS: this novel study demonstrated that DDN effect on neck pain-related disability is strongly driven by the analgesic effects of this physical therapy modality. Increasing PPTs and cervical ROM seem to be also part of the mechanisms behind DDN\'s effect.
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  • 文章类型: Journal Article
    背景:儿童创伤与成人抑郁症密切相关,但神经生物学机制仍不清楚。先前的研究表明,抑郁症与大型大脑网络之间存在关联,例如腹侧注意力网络(VAN)和体感运动网络(SMN)。这项研究假设这些网络内部和之间的功能连接(FC)介导了儿童创伤与成人抑郁症之间的联系。
    方法:儿童创伤问卷(CTQ)评估发育经历,和汉密尔顿抑郁量表(HAMD-17)衡量抑郁症状。静息状态功能磁共振成像(fMRI)分析了VAN和SMN内部和之间的FC。
    结果:抑郁组表现出更高的HAMD和CTQ评分,以及VAN内以及VAN和SMN之间的FC升高(P<0.05)。HAMD总分与VAN内FC呈正相关(P<0.05,r=0.35),VAN与SMN呈正相关(P<0.05,r=0.34),以及CTQ总分(P<0.05,r=0.27)。CTQ总分与VAN内FC呈正相关(P<0.05,r=0.31),VAN与SMN呈正相关(P<0.05,r=0.29)。在调解模式中,FC内和之间的VAN和SMN显著介导了儿童期创伤和抑郁。
    结论:横截面设计限制了因果推断。不同创伤类型的样本量相对较小,敦促在推广调查结果时保持谨慎。
    结论:该研究强调了抑郁症严重程度之间的关联,VAN功能障碍,异常的VAN-SMNFC,童年的创伤。这些发现有助于理解童年创伤和抑郁症的神经生物学机制。
    BACKGROUND: Childhood trauma is closely tied to adult depression, but the neurobiological mechanisms remain unclear. Previous studies suggested associations between depression and large-scale brain networks such as the Ventral Attention Network (VAN) and Somatosensory Motor Network (SMN). This study hypothesized that functional connectivity (FC) within and between these networks mediates the link between childhood trauma and adult depression.
    METHODS: The Childhood Trauma Questionnaire (CTQ) assessed developmental experiences, and the Hamilton Rating Scale for Depression (HAMD-17) gauged depressive symptoms. Resting-state functional magnetic resonance imaging (fMRI) analyzed FC within and between the VAN and SMN.
    RESULTS: Depression group exhibited significantly higher HAMD and CTQ scores, as well as elevated FC within the VAN and between the VAN and SMN (P < 0.05). Positive correlations were found between HAMD total score and FC within the VAN (P < 0.05, r = 0.35) and between the VAN and SMN (P < 0.05, r = 0.34), as well as with CTQ total score (P < 0.05, r = 0.27). Positive correlations were also observed between CTQ total score and FC within the VAN (P < 0.05, r = 0.31) and between the VAN and SMN (P < 0.05, r = 0.29). In the mediation model, FC within and between the VAN and SMN significantly mediated childhood trauma and depression.
    CONCLUSIONS: The cross-sectional design limits causal inference. The sample size for different trauma types is relatively small, urging caution in generalizing findings.
    CONCLUSIONS: The study underscores the association between depression severity, VAN dysfunction, abnormal VAN-SMN FC, and childhood trauma. These findings contribute to understanding the neurobiological mechanisms underlying childhood trauma and depression.
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  • 文章类型: Journal Article
    背景:血清25-羟维生素D与卒中风险的因果关系和生物学机制缺乏流行病学证据。
    目的:本研究旨在探讨25(OH)D浓度与卒中风险之间的关系以及潜在的中介因素。
    方法:基于社区的前瞻性社区队列研究,Chin-Shan社区心血管队列,该研究于1990年至2011年12月进行,并采用双样本孟德尔随机化(MR)研究进行外部验证.
    方法:共有1,778名具有血清25-羟基维生素D数据的参与者入组。
    方法:在CCCC观察性研究中,结果被确定为中风,而在双样本MR研究中,定义为缺血性卒中.使用受限三次样条分析估计因果关系,COX比例风险比,调解分析,和两个样本MR。
    结果:经过12年(21,598人年)的随访,163名参与者(9.17%)发生卒中。较高的25(OH)D浓度与较低的卒中风险相关(风险比:0.64;95%置信区间,0.43-0.96)全车型调整后。中介分析显示,在未调整模型中,25(OH)D浓度与高血压介导的卒中风险之间存在显着关联(中介百分比23.3%,p=0.008),在完整模型中变得不显著(中介百分比,15.5%;p=0.072)。两个样本的MR证实了基因测定的25(OH)D与卒中风险之间的显著负相关(IVWOR:0.92;95%CI:0.85-0.99;p=0.036)。然而,在孟德尔随机化研究中,高血压的中介作用不显著.
    结论:较高的25(OH)D水平与降低卒中风险有关,可能由高血压介导。优先考虑血压管理可能会改善25(OH)D缺乏患者的中风预防。
    BACKGROUND: The causal association and biological mechanism linking serum 25-hydroxyvitamin D to stroke risk lacks epidemiological evidence.
    OBJECTIVE: This study aimed to investigate the association between 25(OH)D concentration and stroke risk as well as the potential mediating factors.
    METHODS: The community-based prospective community-based cohort study, the Chin-Shan Community Cardiovascular Cohort, was conducted from 1990 to December 2011, with external validation using a two-sample Mendelian randomization (MR) study.
    METHODS: A total of 1,778 participants with serum 25-hydroxyvitamin D data were enrolled.
    METHODS: In the CCCC observational study, the outcome was ascertained as stroke, while in the two-sample MR study, it was defined as ischemic stroke. Causal effects were estimated using restricted cubic spline analysis, COX proportional hazard ratios, mediation analysis, and two-sample MR.
    RESULTS: Over 12 years (21,598 person-years) of follow-up, 163 participants (9.17%) developed stroke. Higher 25(OH)D concentrations were associated with lower stroke risk (hazard ratio: 0.64; 95% confidence interval, 0.43-0.96) after full-model adjustments. Mediation analysis showed a significant association between 25(OH)D concentration and stroke risk mediated by hypertension in unadjusted models (mediation percentage 23.3%, p=0.008) that became non-significant in full models (mediation percentage, 15.5%; p=0.072). Two-sample MR confirmed a significant inverse association between genetically determined 25(OH)D and stroke risk (IVW OR: 0.92; 95% CI: 0.85-0.99; p=0.036). However, hypertension had an insignificant mediating role in the Mendelian randomization study.
    CONCLUSIONS: Higher 25(OH)D levels are linked to reduced stroke risk, potentially mediated by hypertension. Prioritizing blood pressure management may improve stroke prevention in 25(OH)D-deficient patients.
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  • 文章类型: Journal Article
    背景:“健康母亲健康婴儿”(HMHB)研究是第三阶段,在圣家庭医院(HFH)与拉瓦尔品第医科大学(RMU)联合进行的单盲随机临床试验。我们旨在研究基于认知行为治疗原则的专门心理社会方法的中介,针对经历焦虑的孕妇。HMHB干预可有效治疗围产期焦虑症状并预防未来的抑郁发作。
    方法:该试验将参与者随机分为两组:HMHB干预或增强常规护理(EUC)。遵循世界卫生组织的指导方针。HMHB干预措施包括加强社会支持网络的战略,改善母婴联系和处理人际冲突的策略,经济挑战,以及使用压力管理技术和文化共鸣插图的社会性别偏好。参与者在三个关键时间点进行了严格的数据收集:基线,妊娠晚期,产后6周。主要结果是分娩后6周使用医院焦虑和抑郁量表(HADS)进行焦虑症状严重程度评分。四个潜在的调解人-社会支持,行为激活,感知压力,和怀孕经验-在妊娠晚期评估。
    结果:共有1200名参与者被随机分配到HMHB和EUC组。在六周的随访时间点,EUC组仍有379名参与者,和387继续在HMHB组。干预后,HMHB参与者在产后焦虑和抑郁评分方面表现出显着改善。中介分析显示,社会支持和妊娠麻烦是干预对产后焦虑结局的影响的重要媒介,而只有社会支持成为抑郁症结局的重要中介。
    结论:HMHB干预在改善孕妇的焦虑和抑郁评分方面显示出良好的效果。重要的调解效果表明,针对社会支持和管理与妊娠相关的麻烦对于最佳干预效果的重要性。
    BACKGROUND: The \"Healthy Mother Healthy Baby\" (HMHB) study is a phase three, single-blind randomized clinical trial conducted at Holy Family Hospital (HFH) in association with Rawalpindi Medical University (RMU). We aimed to examine the mediators of a specialized psychosocial approach based on Cognitive Behavioural Therapy principles, targeting pregnant women experiencing anxiety. The HMHB intervention was effective in treating perinatal anxiety symptoms and preventing future depressive episodes.
    METHODS: The trial randomized participants into two arms: the HMHB intervention or Enhanced Usual Care (EUC), following World Health Organization guidelines. The HMHB intervention comprised strategies to strengthen social support networks, improving mother-baby bonding and strategies to deal with interpersonal conflicts, economic challenges, and societal gender preferences using cognitive and behavioural techniques and culturally resonant illustrations. Participants underwent rigorous data collection at three pivotal timepoints: baseline, third trimester, and 6-weeks postnatal. The primary outcome was anxiety symptom severity scores using the Hospital Anxiety and Depression Scale (HADS) at 6-weeks post-childbirth. Four potential mediators - social support, behavioural activation, perceived stress, and pregnancy experience - were assessed in the third trimester of pregnancy.
    RESULTS: A total of 1200 participants were randomized to the HMHB and EUC arms. In the six-week follow-up time point, 379 participants remained in the EUC group, and 387 continued in the HMHB group. Post-intervention, HMHB participants displayed significant improvements in postnatal anxiety and depression scores. Mediation analyses revealed social support and pregnancy hassles as significant mediators of the intervention\'s effect on postnatal anxiety outcomes, while only social support emerged as a significant mediator for depression outcomes.
    CONCLUSIONS: The HMHB intervention showed promising results in improving anxiety and depression scores among pregnant women. Significant mediation effects suggest the importance of targeting social support and managing pregnancy-related hassles for optimal intervention effectiveness.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    背景:多环芳烃(PAHs)和金属与肺功能下降有关,但共同暴露的影响和潜在的机制仍然未知。
    方法:在2011-2012年全国健康和营养检查调查的1,123名成年人中,有10种尿中的PAHs,11种尿中金属,和外周血白细胞(WBC)计数测定,并测定5项肺功能指标。最小绝对收缩和选择运算符,贝叶斯核机回归,和基于分位数的g计算用于评估共同暴露对肺功能的影响。采用中介分析法探讨白细胞的中介作用。
    结果:这些模型证明PAHs和金属与肺功能损害显著相关。贝叶斯核机回归模型表明,与所有固定在中位数水平的化学品相比,1s用力呼气量(FEV1)/用力肺活量,呼气流量峰值,25%至75%的用力呼气流量减少了1.31%(95%CI:0.72%,1.91%),231.62(43.45,419.78)mL/s,和131.64(37.54,225.74)mL/s,当所有化学物质都在第75百分位数。在基于分位数的g计算中,混合物的每四分位数增加与104.35(95%CI:40.67,168.02)mL有关,1.16%(2.11%,22.40%),294.90(78.37,511.43)mL/s,FEV1、FEV1/强制肺活量下降168.44(41.66,295.22)mL/s,呼气流量峰值,用力呼气流量在25%到75%之间,分别。2-羟基菲,3-羟基芴,和镉是上述协会的主要贡献者。WBC介导的PAHs与肺功能之间的相关性为8.22%-23.90%。
    结论:多环芳烃和金属的共同暴露会损害肺功能,WBC可以部分调解这种关系。我们的发现阐明了环境混合物对呼吸健康的共同暴露影响和潜在机制,这表明,专注于高度优先的毒物将有效减轻不良反应。
    BACKGROUND: Polycyclic aromatic hydrocarbons (PAHs) and metals were associated with decreased lung function, but co-exposure effects and underlying mechanism remained unknown.
    METHODS: Among 1,123 adults from National Health and Nutrition Examination Survey 2011-2012, 10 urinary PAHs, 11 urinary metals, and peripheral white blood cell (WBC) count were determined, and 5 lung function indices were measured. Least absolute shrinkage and selection operator, Bayesian kernel machine regression, and quantile-based g-computation were used to estimate co-exposure effects on lung function. Mediation analysis was used to explore mediating role of WBC.
    RESULTS: These models demonstrated that PAHs and metals were significantly associated with lung function impairment. Bayesian kernel machine regression models showed that comparing to all chemicals fixed at median level, forced expiratory volume in 1 s (FEV1)/forced vital capacity, peak expiratory flow, and forced expiratory flow between 25 and 75% decreased by 1.31% (95% CI: 0.72%, 1.91%), 231.62 (43.45, 419.78) mL/s, and 131.64 (37.54, 225.74) mL/s respectively, when all chemicals were at 75th percentile. In the quantile-based g-computation, each quartile increase in mixture was associated with 104.35 (95% CI: 40.67, 168.02) mL, 1.16% (2.11%, 22.40%), 294.90 (78.37, 511.43) mL/s, 168.44 (41.66, 295.22) mL/s decrease in the FEV1, FEV1/forced vital capacity, peak expiratory flow, and forced expiratory flow between 25% and 75%, respectively. 2-Hydroxyphenanthrene, 3-Hydroxyfluorene, and cadmium were leading contributors to the above associations. WBC mediated 8.22%-23.90% of association between PAHs and lung function.
    CONCLUSIONS: Co-exposure of PAHs and metals impairs lung function, and WBC could partially mediate this relationship. Our findings elucidate co-exposure effects of environmental mixtures on respiratory health and underlying mechanisms, suggesting that focusing on highly prioritized toxicants would effectively attenuate adverse effects.
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  • 文章类型: Journal Article
    背景:据报道,残余胆固醇(RC)有助于糖尿病的发展。然而,关于孕妇RC与妊娠期患妊娠期糖尿病(GDM)风险之间关系的证据有限.本研究旨在评估孕早期孕妇RC与GDM风险之间的关系。并探讨参与RC水平与GDM风险关系的潜在途径。
    方法:从2018年至2021年,在中国设计并实施了一项前瞻性出生队列研究。使用逻辑回归模型和有限的三次样条估计母体RC和其他脂质参数与GDM风险的关联。亚组分析按孕前体重指数(pre-BMI)分层,产妇年龄和妊娠。通过中介分析探讨相关因素对RC水平与GDM风险关系的中介作用。
    结果:共包括33,018名孕妇。RC水平中位数为0.47±0.20mmol/L。GDM的患病率为15.19%。随着RC四分位数的增加,GDM的发病率大幅增加,RC的最高四分位数达到19.24%(P<0.001)。孕早期孕妇RC与GDM风险呈正相关(OR:2.254,95%CI:1.943~2.615)。与最低的RC四分位数相比,较高的RC四分位数与GDM风险增加相关,第三季度和第四季度的OR(95%CI)分别为1.208(1.101-1.325)和1.489(1.364-1.626),分别。此外,发现这种关联的线性剂量反应关系(P<0.001,P为非线性>0.05),并且在具有不同前BMI的亚组之间是一致的,产妇年龄和孕妇(所有相互作用的P值>0.05)。此外,RC水平与GDM风险之间的相关性部分由pre-BMI(9.20%)和血糖水平(-11.1%)介导.
    结论:妊娠早期孕妇RC水平升高与GDM风险增加呈正相关。这种关联部分是由前BMI和血糖水平介导的。
    BACKGROUND: Remnant cholesterol (RC) reportedly contributes to the development of diabetes mellitus. However, evidence on the relationship between maternal RC and the risk of developing gestational diabetes mellitus (GDM) during pregnancy is limited. This study aimed to assess the relationship between maternal RC and GDM risk during early pregnancy, and explore the potential pathways involved in the relationship between RC levels and GDM risk.
    METHODS: From 2018 to 2021, a prospective birth cohort study was designed and carried out in China. The associations of maternal RC and other lipid parameters with GDM risk were estimated using logistic regression models and restricted cubic splines. Subgroup analyses were performed stratified by prepregnancy body mass index (pre-BMI), maternal age and gravidity. Mediation analyses were conducted to explore the mediating effect of some related factors on the relationship between RC levels and the risk of GDM.
    RESULTS: A total of 33,018 pregnant women were included. The median RC level was 0.47 ± 0.20 mmol/L. The prevalence of GDM was 15.19%. As RC quartiles increased, the incidence of GDM increased substantially, reaching 19.24% for the highest quartile of RC (P < 0.001). Maternal RC in the first trimester was positively correlated with GDM risk (OR: 2.254, 95% CI: 1.943-2.615). Compared to the lowest RC quartile, higher RC quartiles were correlated with an increased risk of GDM, and the ORs (95% CIs) for Q3 and Q4 were 1.208 (1.101-1.325) and 1.489 (1.364-1.626), respectively. Moreover, a linear dose-response relationship was found for this association (P for all < 0.001, P for nonlinearity > 0.05) and was consistent across subgroups with different pre-BMIs, maternal ages and gravidities (all P values for interactions > 0.05). Furthermore, the correlation between RC level and GDM risk was partially mediated by pre-BMI (9.20%) and blood glucose level (-11.1%).
    CONCLUSIONS: Higher maternal RC levels in the early stage of pregnancy was positively associated with an increased risk of developing GDM. This association was partially mediated by pre- BMI and blood glucose levels.
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