CARDIOVASCULAR DISEASES

心血管疾病
  • 文章类型: Journal Article
    气道正压通气(PAP)是阻塞性睡眠呼吸暂停(OSA)的一线治疗方法,但关于其对主要不良心血管事件(MACE)和死亡率预防有益作用的证据有限.
    确定在美国中部OSA老年人中,PAP的启动和使用是否与较低的死亡率和MACE发生率相关。
    这项回顾性临床队列研究包括从多州确定的具有2个或更多不同OSA索赔的Medicare受益人,全州范围内,多年期(2011-2020年)医疗保险按服务收费索赔数据。对个人进行随访,直到2020年12月31日死亡或审查。分析在2021年12月至2023年12月之间进行。
    基于OSA诊断后PAP索赔的PAP启动和使用证据。
    全因死亡率和MACE,定义为心肌梗塞的复合物,心力衰竭,中风,或冠状动脉血运重建。使用具有治疗权重逆概率的双重稳健Cox比例风险模型来估计控制社会人口统计学和临床因素的治疗效果大小。
    在分析中包括的888835名OSA受益人中(年龄中位数[IQR],73[69-78]岁;390598名女性[43.9%];8115名亚洲人[0.9%],47122黑色[5.3%],760324名白人[85.5%]参与者;中位[IQR]随访,3.1[1.5-5.1]年),那些有PAP启动证据的人(290015[32.6%])的全因死亡率显著降低(危险比[HR],0.53;95%CI,0.52-0.54)和MACE发生率风险(HR,0.90;95%CI,0.89-0.91)。年度PAP索赔的四分位数(Q)越高,死亡率越低(Q2HR,0.84;95%CI,0.81-0.87;Q3HR,0.76;95%CI,0.74-0.79;第四季度HR,0.74;95%CI,0.72-0.77)和MACE发生率风险(Q2HR,0.92;95%CI,0.89-0.95;Q3HR,0.89;95%CI,0.86-0.91;第四季度HR,0.87;95%CI,0.85-0.90)。
    在这项OSA医疗保险受益人的队列研究中,PAP利用与较低的全因死亡率和MACE发生率相关。结果可能为评估OSA治疗对降低老年人心血管风险和死亡率的重要性的试验提供依据。
    UNASSIGNED: Positive airway pressure (PAP) is the first-line treatment for obstructive sleep apnea (OSA), but evidence on its beneficial effect on major adverse cardiovascular events (MACE) and mortality prevention is limited.
    UNASSIGNED: To determine whether PAP initiation and utilization are associated with lower mortality and incidence of MACE among older adults with OSA living in the central US.
    UNASSIGNED: This retrospective clinical cohort study included Medicare beneficiaries with 2 or more distinct OSA claims identified from multistate, statewide, multiyear (2011-2020) Medicare fee-for-service claims data. Individuals were followed up until death or censoring on December 31, 2020. Analyses were performed between December 2021 and December 2023.
    UNASSIGNED: Evidence of PAP initiation and utilization based on PAP claims after OSA diagnosis.
    UNASSIGNED: All-cause mortality and MACE, defined as a composite of myocardial infarction, heart failure, stroke, or coronary revascularization. Doubly robust Cox proportional hazards models with inverse probability of treatment weights were used to estimate treatment effect sizes controlling for sociodemographic and clinical factors.
    UNASSIGNED: Among 888 835 beneficiaries with OSA included in the analyses (median [IQR] age, 73 [69-78] years; 390 598 women [43.9%]; 8115 Asian [0.9%], 47 122 Black [5.3%], and 760 324 White [85.5%] participants; median [IQR] follow-up, 3.1 [1.5-5.1] years), those with evidence of PAP initiation (290 015 [32.6%]) had significantly lower all-cause mortality (hazard ratio [HR], 0.53; 95% CI, 0.52-0.54) and MACE incidence risk (HR, 0.90; 95% CI, 0.89-0.91). Higher quartiles (Q) of annual PAP claims were progressively associated with lower mortality (Q2 HR, 0.84; 95% CI, 0.81-0.87; Q3 HR, 0.76; 95% CI, 0.74-0.79; Q4 HR, 0.74; 95% CI, 0.72-0.77) and MACE incidence risk (Q2 HR, 0.92; 95% CI, 0.89-0.95; Q3 HR, 0.89; 95% CI, 0.86-0.91; Q4 HR, 0.87; 95% CI, 0.85-0.90).
    UNASSIGNED: In this cohort study of Medicare beneficiaries with OSA, PAP utilization was associated with lower all-cause mortality and MACE incidence. Results might inform trials assessing the importance of OSA therapy toward minimizing cardiovascular risk and mortality in older adults.
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  • 文章类型: Journal Article
    心血管疾病(CVD)是目前人类健康面临的主要挑战,也是世界上最大的死亡原因。在坦桑尼亚,CVD导致的死亡约占非传染性疾病导致的总死亡的13%。这项研究使用伯努利概率模型对从四家选定医院采样的数据进行回顾性时空分析,研究了坦桑尼亚2010年至2019年CVD的时空聚类。进行空间扫描统计以识别CVD簇,并使用多元逻辑回归检查协变量对CVD发生率的影响。研究发现,在2011-2015年期间,心血管疾病的风险相对较高,随后在2015-2019年期间有所下降。时空分析在2012年至2016年期间发现了沿海和湖泊地区的两个高危疾病集群(p<0.001),与纯空间分析产生的类似结果。多元Logistic模型显示,性别,年龄,血压,体重指数(BMI),饮酒和吸烟是CVD发病率的重要预测因子.
    Cardiovascular Disease (CVD) is currently the major challenge to people\'s health and the world\'s top cause of death. In Tanzania, deaths due to CVD account for about 13% of the total deaths caused by the non-communicable diseases. This study examined the spatio-temporal clustering of CVDs from 2010 to 2019 in Tanzania for retrospective spatio-temporal analysis using the Bernoulli probability model on data sampled from four selected hospitals. Spatial scan statistics was performed to identify CVD clusters and the effect of covariates on the CVD incidences was examined using multiple logistic regression. It was found that there was a comparatively high risk of CVD during 2011-2015 followed by a decline during 2015-2019. The spatio-temporal analysis detected two high-risk disease clusters in the coastal and lake zones from 2012 to 2016 (p<0.001), with similar results produced by purely spatial analysis. The multiple logistic model showed that sex, age, blood pressure, body mass index (BMI), alcohol intake and smoking were significant predictors of CVD incidence.
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  • 文章类型: Journal Article
    背景:肠道微生物代谢产物,例如三甲胺N-氧化物(TMAO)及其前体,即甜菜碱,左旋肉碱,还有胆碱,已被认为是心血管事件和死亡率发展的危险因素。因此,我们旨在进行系统综述和荟萃分析,以评估这些关联的有效性.
    方法:MEDLINE和Scopus从开始到2023年8月进行了查询,以确定量化评估TMAO与主要不良心血管事件(MACE)或死亡的相关性的研究。进行了随机效应荟萃分析,以汇集未调整或多变量调整的风险比(HR)及其95%置信区间。主要终点是MACE和全因死亡的风险。
    结果:30项前瞻性观察研究(n=48968)纳入分析。与低TMAO水平(HR:1.41,95%CI1.2-1.54,P<.00001,I2=43%)和(HR:1.55,95%CI1.37-1.75,P<.00001,I2=46%)相比,高TMAO水平与MACE和全因死亡的风险显着增加相关。分别。此外,研究发现,高水平的左旋肉碱或胆碱可显著增加MACE的风险.然而,无论是甜菜碱浓度高还是低,MACE均无显著差异.
    结论:TMAO浓度升高与MACE和全因死亡率风险增加相关。高水平的L-肉碱/胆碱也与MACE风险增加显著相关。然而,甜菜碱水平高或低对MACE结局无显著差异.
    BACKGROUND: Gut microbial metabolites such as trimethylamine N-oxide (TMAO) and its precursors, namely betaine, L-carnitine, and choline, have been implicated as risk factors for cardiovascular events and mortality development. Therefore, we aim to perform a systematic review and meta-analysis to assess the validity of these associations.
    METHODS: MEDLINE and Scopus were queried from their inception to August 2023 to identify studies that quantified estimates of the associations of TMAO with the development of major adverse cardiovascular events (MACE) or death. A random-effects meta-analysis was conducted to pool unadjusted or multivariable-adjusted hazard ratios (HR) and their 95% confidence intervals. The primary endpoint was the risk of MACE and all-cause death.
    RESULTS: 30 prospective observational studies (n = 48 968) were included in the analysis. Elevated TMAO levels were associated with a significantly greater risk of MACE and all-cause death compared to low TMAO levels (HR: 1.41, 95% CI 1.2-1.54, P < .00001, I2 = 43%) and (HR: 1.55, 95% CI 1.37-1.75, P < .00001, I2 = 46%), respectively. Furthermore, high levels of either L-carnitine or choline were found to significantly increase the risk of MACE. However, no significant difference was seen in MACE in either high or low levels of betaine.
    CONCLUSIONS: Elevated concentrations of TMAO were associated with increased risks of MACE and all-cause mortality. High levels of L-carnitine/choline were also significantly associated with an increased risk of MACE. However, no significant difference was found between high or low levels of betaine for the outcome of MACE.
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  • 文章类型: Journal Article
    背景:在许多观察性研究中,睡眠呼吸暂停(SA)与痴呆的风险增加有关;这是否是由神经退行性疾病驱动的,血管,或其他机制尚不清楚。我们试图检验SA之间的双向因果关系,阿尔茨海默病(AD),冠状动脉疾病(CAD),使用孟德尔随机化和缺血性卒中。
    结果:使用最近的4个汇总统计数据,SA的大型全基因组关联研究(n=523366),AD(n=94437),CAD(n=1165690),和冲程(n=1308460),我们进行了双向双样本孟德尔随机化分析.我们的主要分析方法是固定效应逆方差加权(IVW)孟德尔随机化;进行诊断测试和敏感性分析以验证结果的稳健性。我们确定了SA对CAD风险的显著因果影响(SA责任的比值比[ORIVW]=1.35每对数比值增加[95%CI=1.25-1.47])和卒中(ORIVW=1.13[95%CI=1.01-1.25])。排除与体重指数相关的单核苷酸多态性后,这些相关性有所减弱(对于CAD风险,ORIVW=1.26[95%CI=1.15-1.39];对于卒中风险,ORIVW=1.08[95%CI=0.96-1.22])。SA与AD的高风险无因果关系(ORIVW=1.14[95%CI=0.91-1.43])。我们没有发现AD的因果效应,CAD,或中风的风险SA。
    结论:这些结果表明SA增加了CAD的风险,确定的与卒中风险的因果关系可能与体重指数混淆。此外,未发现SA对AD风险的因果影响.未来的研究有必要调查睡眠障碍之间的心血管通路,包括SA,和痴呆症。
    BACKGROUND: Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary artery disease (CAD), and ischemic stroke using Mendelian randomization.
    RESULTS: Using summary statistics from 4 recent, large genome-wide association studies of SA (n=523 366), AD (n=94 437), CAD (n=1 165 690), and stroke (n=1 308 460), we conducted bidirectional 2-sample Mendelian randomization analyses. Our primary analytic method was fixed-effects inverse variance-weighted (IVW) Mendelian randomization; diagnostics tests and sensitivity analyses were conducted to verify the robustness of the results. We identified a significant causal effect of SA on the risk of CAD (odds ratio [ORIVW]=1.35 per log-odds increase in SA liability [95% CI=1.25-1.47]) and stroke (ORIVW=1.13 [95% CI=1.01-1.25]). These associations were somewhat attenuated after excluding single-nucleotide polymorphisms associated with body mass index (ORIVW=1.26 [95% CI=1.15-1.39] for CAD risk; ORIVW=1.08 [95% CI=0.96-1.22] for stroke risk). SA was not causally associated with a higher risk of AD (ORIVW=1.14 [95% CI=0.91-1.43]). We did not find causal effects of AD, CAD, or stroke on risk of SA.
    CONCLUSIONS: These results suggest that SA increased the risk of CAD, and the identified causal association with stroke risk may be confounded by body mass index. Moreover, no causal effect of SA on AD risk was found. Future studies are warranted to investigate cardiovascular pathways between sleep disorders, including SA, and dementia.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    肥胖,这部分是由含糖饮料(SSB)的消费驱动的,显著增加2型糖尿病和心血管疾病的风险,导致巨大的健康和经济负担。
    这项研究旨在量化SSB消费造成的健康危害的货币价值,以及相关的内在性,通过或有估值调查。结果对于确定社会最优税率至关重要。
    我们调查了惠灵顿的293名居民,新西兰,评估他们为降低糖尿病风险而支付的意愿(WTP),中风,和与SSB摄入相关的心脏病。Logistic回归分析显示,糖尿病风险降低1%的边际WTP,中风,和心脏病分别为404.86新西兰元、809.04新西兰元和1,236.84新西兰元。基于这些价值观,我们估计,在新西兰,SSB消费的边际危害约为每升17.37新西兰元,内部费为每升6.43新西兰元,建议最优税率为每升6.49新西兰元。
    实施这种税是可行的,并且可能会使新西兰的SSB价格增加一倍或三倍。
    UNASSIGNED: Obesity, which is partly driven by the consumption of sugar-sweetened beverages (SSBs), significantly increases the risk of type-2 diabetes and cardiovascular diseases, leading to substantial health and economic burdens.
    UNASSIGNED: This study aims to quantify the monetary value of health harms caused by SSB consumption, along with the associated internalities, through a contingent valuation survey. The results are crucial for determining the socially optimal tax rate.
    UNASSIGNED: We surveyed 293 residents of Wellington, New Zealand, to assess their willingness to pay (WTP) for reductions in the risks of diabetes, stroke, and heart disease associated with SSB intake. Logistic regression analysis revealed the marginal WTP for a 1% risk reduction in diabetes, stroke, and heart disease to be NZ$404.86, NZ$809.04, and NZ$1,236.84, respectively. Based on these values, we estimate the marginal harm from SSB consumption to be approximately NZ$17.37 per liter in New Zealand, with internalities amounting to NZ$6.43 per liter, suggesting an optimal tax rate of NZ$6.49 per liter.
    UNASSIGNED: Implementing such a tax is feasible and would likely double or triple the price of SSBs in New Zealand.
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  • 文章类型: Journal Article
    背景:常见的FTO基因变异体rs9939609在肥胖中的作用已经得到了很好的证实,FTO基因与T2DM有很强的相关性。目的:探讨FTO基因变异体rs9939609与T2DM和CVD患者肥胖相关参数的相关性。材料和方法:在这项横断面研究中,将280名年龄为45.10±9.6岁的男女受试者随机分为四组,也就是说,T2DM,T2DM与CVD,非糖尿病性CVD疾病,正常控制。通过ARMS-PCR对这些样品进行基因分型。应用SPSS22分析T2DM和CVD患者的FTO基因与肥胖相关参数的相关性。结果:TT基因型是研究组中最常见的基因型(46.80%)。T2DM患者的次要等位基因频率(MAF)明显较高(0.39vs.0.28),T2DM合并CVD患者(0.43vs.0.28),和非糖尿病的CVD患者(0.35vs.0.28)与对照相比,p<0.005。FTO基因rs9939609的AA基因型携带者与BMI增加显著相关,WC,HbA1C,SBP,DBP,与p<0.005的T2DM和CVD患者的TA和TT基因型相比,TG和HDL胆固醇降低。FTO基因变异体rs9939609显示出与T2DM和CVD的显著关联。T2DM患者AA基因型比值比(OR)为1.48(1.06-2.32),p=0.006,在CVD中,它是1.56(1.04-2.4),p=0.003。结论:FTO基因变异体rs9939609与T2DM和CVD有很强的相关性。FTO基因变异体rs9939609的AA基因型与大多数CVD和T2DM的危险因素有很强的相关性。
    Background: The role of the common FTO gene variant rs9939609 in obesity has been well established, and the FTO gene has a strong association with T2DM. Objective: To investigate the association of FTO gene variant rs9939609 with obesity-related parameters in T2DM and CVD patients. Materials and Methods: In this cross-sectional study, 280 subjects of either sex aged 45.10 ± 9.6 years were randomly divided into four groups, that is, T2DM, T2DM with CVD, nondiabetic with CVD disease, and normal control. These samples were genotyped by ARMS-PCR. The FTO gene association with obesity-related parameters in T2DM and CVD patients was analyzed by SPSS 22. Results: The TT genotype was the most common genotype (46.80%) in our study groups. The minor allele frequency (MAF) was significantly higher in T2DM patients (0.39 vs. 0.28), T2DM patients with CVD (0.43 vs. 0.28), and nondiabetic patients with CVD (0.35 vs. 0.28) as compared to control with p < 0.005. Carriers of the AA genotype of the FTO gene rs9939609 were significantly associated with increased BMI, WC, HbA1C, SBP, DBP, and TGs and lowered HDL cholesterol as compared to the TA and TT genotypes in T2DM and CVD patients with p < 0.005. The FTO gene variant rs9939609 showed a significant association with T2DM and CVD. The AA genotype odds ratio (OR) in T2DM was 1.48 (1.06-2.32), p = 0.006, and in CVD, it was 1.56 (1.04-2.4), p = 0.003. Conclusion: The FTO gene variant rs9939609 has a strong association with T2DM and CVD. The AA genotype of FTO gene variants rs9939609 showed a strong association with most of the risk factors of CVD and T2DM.
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  • 文章类型: Journal Article
    背景:普通人群中甘油三酸酯-葡萄糖(TyG)指数与死亡率之间的相关性仍存在争议,不同研究得出的结论不一致。
    目的:本研究旨在调查美国普通人群中TyG指数与死亡率之间是否存在关联,并探讨将TyG指数与全身炎症指标相结合的新指标是否比单独使用TyG指数更能预测普通人群的全因死亡风险和心血管死亡风险。
    方法:根据每位参与者的全血细胞计数计算他们的全身炎症指标和TyG指数,以及他们在空腹状态下的甘油三酯和葡萄糖水平。通过将TyG指数乘以全身炎症指标(TyG-NLR,TyG-MLR,TyG-lgPLR,TyG-lgSII,和TyG-SIRI)。基于加权Cox比例风险模型,评估TyG和TyG-炎症指数是否与普通人群的死亡风险相关.限制性三次样条(RCS)用于阐明TyG和TyG炎症指数与死亡率之间的剂量反应关系。并将结果可视化。时间依赖性受试者工作特征(ROC)曲线用于评估TyG和TyG-炎症指数在预测不良后果中的准确性。
    结果:本研究包括17,118名参与者。在125个月的中位随访期内,2595例患者死亡。在校正潜在混杂因素后,未发现TyG指数与死亡率相关。然而,TyG-炎症指数在最高四分位数(Q4),除了TyG-lgPLR,与全因死亡率和心血管死亡率显著相关,与最低四分位数(Q1)相比。其中,TyG-MLR和TyG-lgSII与全因死亡率和心血管死亡率的相关性最强。具体来说,与各自的最低四分位数(Q1)相比,TyG-MLR最高四分位数(Q4)的参与者全因死亡率风险增加了48%(95%CI:1.23-1.77,趋势P<0.0001),而TyG-lgSII最高四分位数(Q4)的参与者心血管死亡风险增加92%(95%CI:1.31-2.81,P<0.001).时间依赖性ROC曲线分析显示,TyG-MLR在预测长期死亡结果方面具有最高的准确性。
    结论:基于TyG和全身炎症指标构建的TyG-炎症指标与一般人群死亡率密切相关,能更好地预测不良结局的风险。然而,在普通人群中,未发现TyG与死亡率之间存在关联.
    BACKGROUND: The correlation between the triglyceride-glucose (TyG) index and mortality in the general population remains controversial, with inconsistent conclusions emerging from different studies.
    OBJECTIVE: This study aims to investigate whether there is an association between the TyG index and mortality in the general population in the United States, and to explore whether a new index combining the TyG index with systemic inflammation indicators can better predict all-cause and cardiovascular mortality risks in the general population than using the TyG index alone.
    METHODS: Calculate the systemic inflammation indicators and TyG index for each participant based on their complete blood count, as well as their triglyceride and glucose levels in a fasting state. TyG-inflammation indices were obtained by multiplying the TyG index with systemic inflammation indicators (TyG-NLR, TyG-MLR, TyG-lgPLR, TyG-lgSII, and TyG-SIRI). Based on the weighted Cox proportional hazards model, assess whether the TyG and TyG-Inflammation indices are associated with mortality risk in the general population. Restricted cubic splines (RCS) are used to clarify the dose-response relationship between the TyG and TyG-Inflammation indices and mortality, and to visualize the results. Time-dependent receiver operating characteristic (ROC) curves are used to evaluate the accuracy of the TyG and TyG-Inflammation indices in predicting adverse outcomes.
    RESULTS: This study included 17,118 participants. Over a median follow-up period of 125 months, 2595 patients died. The TyG index was not found to be related to mortality after adjusting for potentially confounding factors. However, the TyG-inflammation indices in the highest quartile (Q4), except for TyG-lgPLR, were significantly associated with both all-cause and cardiovascular mortality, compared to those in the lowest quartile (Q1). Among them, TyG-MLR and TyG-lgSII showed the strongest correlations with all-cause mortality and cardiovascular mortality. Specifically, compared to their respective lowest quartiles (Q1), participants in the highest quartile (Q4) of TyG-MLR had a 48% increased risk of all-cause mortality (95% CI: 1.23-1.77, P for trend < 0.0001), while participants in the highest quartile (Q4) of TyG-lgSII had a 92% increased risk of cardiovascular mortality (95% CI: 1.31-2.81, P for trend < 0.001). Time-dependent ROC curve analysis showed that the TyG-MLR had the highest accuracy in predicting long-term mortality outcomes.
    CONCLUSIONS: The TyG-Inflammation indices constructed based on TyG and systemic inflammation indicators are closely related to mortality in the general population and can better predict the risk of adverse outcomes. However, no association between TyG and mortality in the general population was found.
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  • 文章类型: Journal Article
    背景:关于空气污染物(AP)对多种疾病的长期影响的不确定性仍然存在,尤其是心血管疾病(CVD)的亚型。我们旨在评估细颗粒物(PM2.5)的个体和联合关联,连同它的化学成分,二氧化氮(NO2)和臭氧(O3),有32种健康状况的风险。
    方法:四川省共有17,566名参与者,中国,于2018年纳入,随访至2022年,平均随访期为4.2年。使用机器学习方法测量AP的浓度。应用Cox比例风险模型和分位数g计算来评估AP和CVD之间的关联。
    结果:PM2.5质量的四分位数间距(IQR)增加,NO2、O3、硝酸盐、铵,有机质(OM),黑碳(BC),氯化物,和硫酸盐与各种疾病的风险增加显着相关,风险比(HR)范围从1.06到2.48。暴露于多种空气污染物与总心血管疾病相关(HR1.75,95%置信区间(CI)1.62-1.89),高血压疾病(1.49,1.38-1.62),心脏骤停(1.52,1.30-1.77),心律失常(1.76,1.44-2.15),脑血管疾病(1.86,1.65-2.10),行程(1.77,1.54-2.03),缺血性卒中(1.85,1.61-2.12),动脉粥样硬化(1.77,1.57-1.99),静脉疾病,淋巴管,和淋巴结(1.32,1.15-1.51),肺炎(1.37,1.16-1.61),炎症性肠病(1.34,1.16-1.55),肝病(1.59,1.43-1.77),2型糖尿病(1.48,1.26-1.73),脂蛋白代谢紊乱(2.20,1.96-2.47),嘌呤代谢紊乱(1.61,1.38-1.88),贫血(1.29,1.15-1.45),睡眠障碍(1.54,1.33-1.78),肾衰竭(1.44,1.21-1.72),肾结石(1.27,1.13-1.43),骨关节炎(2.18,2.00-2.39),骨质疏松症(1.36,1.14-1.61)。OM在许多情况下对AP的联合作用具有最大权重。
    结论:长期暴露于增加水平的多种空气污染物与多种健康状况的风险有关。OM占了这些风险增加的很大比重,这表明它可能在这些关联中发挥重要作用。
    BACKGROUND: Uncertainty remains about the long-term effects of air pollutants (AP) on multiple diseases, especially subtypes of cardiovascular disease (CVD). We aimed to assess the individual and joint associations of fine particulate matter (PM2.5), along with its chemical components, nitrogen dioxide (NO2) and ozone (O3), with risks of 32 health conditions.
    METHODS: A total of 17,566 participants in Sichuan Province, China, were included in 2018 and followed until 2022, with an average follow-up period of 4.2 years. The concentrations of AP were measured using a machine-learning approach. The Cox proportional hazards model and quantile g-computation were applied to assess the associations between AP and CVD.
    RESULTS: Per interquartile range (IQR) increase in PM2.5 mass, NO2, O3, nitrate, ammonium, organic matter (OM), black carbon (BC), chloride, and sulfate were significantly associated with increased risks of various conditions, with hazard ratios (HRs) ranging from 1.06 to 2.48. Exposure to multiple air pollutants was associated with total cardiovascular disease (HR 1.75, 95% confidence intervals (CIs) 1.62-1.89), hypertensive diseases (1.49, 1.38-1.62), cardiac arrests (1.52, 1.30-1.77), arrhythmia (1.76, 1.44-2.15), cerebrovascular diseases (1.86, 1.65-2.10), stroke (1.77, 1.54-2.03), ischemic stroke (1.85, 1.61-2.12), atherosclerosis (1.77, 1.57-1.99), diseases of veins, lymphatic vessels, and lymph nodes (1.32, 1.15-1.51), pneumonia (1.37, 1.16-1.61), inflammatory bowel diseases (1.34, 1.16-1.55), liver diseases (1.59, 1.43-1.77), type 2 diabetes (1.48, 1.26-1.73), lipoprotein metabolism disorders (2.20, 1.96-2.47), purine metabolism disorders (1.61, 1.38-1.88), anemia (1.29, 1.15-1.45), sleep disorders (1.54, 1.33-1.78), renal failure (1.44, 1.21-1.72), kidney stone (1.27, 1.13-1.43), osteoarthritis (2.18, 2.00-2.39), osteoporosis (1.36, 1.14-1.61). OM had max weights for joint effects of AP on many conditions.
    CONCLUSIONS: Long-term exposure to increased levels of multiple air pollutants was associated with risks of multiple health conditions. OM accounted for substantial weight for these increased risks, suggesting it may play an important role in these associations.
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  • 文章类型: Journal Article
    背景:医学生通过医院培训和实习获得基本技能,补充他们的理论教育。然而,虚拟患者平台已被证明有效地促进临床推理和提高学习成果。这项研究评估了一个基于网络的平台,该平台旨在学习心血管疾病的临床推理,详细说明其功能和用户满意度。
    方法:虚拟患者平台为医学生提供临床有效的场景,包括患者描述等阶段,回忆,客观考试,推定诊断,健康调查,治疗计划,并发症,鉴别和最终诊断,和预后。场景由教授自动或手动生成,基于标记和注释的临床数据。虚拟患者包含两种类型的医疗案例:描述具有一种病理的患者的简单场景,和复杂的场景描述患者与几个相关的病理。该平台共有210名用户进行了评估:178名医学生,7教授,和25名工程专业学生,使用针对每轮评估进行调整的问卷来评估满意度并收集反馈。医学生的评估分四轮进行,每一轮都对应于平台功能的连续增强和新案例的增加,共1098次评估会议。
    结果:在不同的实施阶段对平台进行了评估,涉及各种心脏病的简单和复杂的情况。大多数学生认为该平台非常有用(82.58%),对它的特点和功能有很大的赞赏,例如,支持罗马尼亚语和英语自然语言交互的对话模块或在交互过程中获得的反馈。教授们高度重视平台在场景生成方面的灵活性,实时反馈提供,和数据管理能力。他们赞赏实时或在课程结束后提供反馈并对学生表现进行评分的可能性,尽管一些教授建议提高分数的可解释性。
    结论:虚拟患者平台使医学生能够虚拟地复制医院的互动,诊断病人,并在心血管疾病的临床有效方案中计划治疗。用户评估显示了对平台功能的高度满意度和赞赏。未来的工作将集中在扩大医疗病例上,增强对话模块,改进复杂案例的场景生成,并扩展合成数据生成组件以生成其他类型的医学调查。
    BACKGROUND: Medical students gain essential skills through hospital training and internships, which complement their theoretical education. However, virtual patient platforms have been shown to effectively promote clinical reasoning and enhance learning outcomes. This study evaluates a web-based platform designed for learning clinical reasoning in cardiovascular diseases, detailing its functionalities and user satisfaction.
    METHODS: The Virtual Patient platform presents medical students with clinically valid scenarios, encompassing stages such as patient description, anamnesis, objective examination, presumptive diagnosis, health investigations, treatment planning, complications, differential and final diagnoses, and prognosis. Scenarios are generated either automatically or manually by professors, based on labeled and annotated clinical data. The Virtual Patient contains two types of medical cases: simple scenarios describing patients with one pathology, and complex scenarios describing patients with several related pathologies. The platform was evaluated by a total of 210 users: 178 medical students, 7 professors, and 25 engineering students, using questionnaires adjusted for each evaluation round to assess satisfaction and gather feedback. The evaluation by medical students was performed in four rounds, each round corresponding to successive enhancements of the platform functionalities and addition of new cases, with a total number of 1,098 evaluation sessions.
    RESULTS: The platform was evaluated at different implementation stages, involving simple and complex scenarios for various heart diseases. The majority of students found the platform very useful (82.58%), with significant appreciation for its features and functionalities, for example the dialogue module supporting natural language interactions in Romanian and English or the feed-back obtained during interaction. Professors highly valued the platform\'s flexibility in scenario generation, real-time feedback provision, and data management capabilities. They appreciated the possibility to provide feedback and score student performance in real-time or after the session, though some professors suggested improving the explainability of the scores.
    CONCLUSIONS: The Virtual Patient platform enables medical students to virtually replicate hospital interactions, diagnose patients, and plan treatments in clinically valid scenarios for cardiovascular diseases. User evaluations demonstrated high satisfaction and appreciation for the platform\'s features. Future work will focus on expanding medical cases, enhancing the dialogue module, improving scenario generation for complex cases, and extending the synthetic data generation component to produce additional types of medical investigations.
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