Fine particulate matter

细颗粒物
  • 文章类型: Journal Article
    越来越多的动物研究表明,环境空气污染(AP)与代谢功能障碍相关的脂肪肝(MAFLD)之间存在关联。但相关流行病学证据有限。我们评估了中国西北地区长期接触AP与MAFLD事件风险的相关性。基线和随访之间的平均AP浓度用于评估个体暴露水平。使用Cox比例风险模型和有限的三次样条函数(RCS)来估计PM2.5及其成分与MAFLD风险和剂量反应关系的关联。分位数g计算用于评估混合暴露于空气污染物对MAFLD的联合影响以及各种污染物的重量。我们观察到1516例新发MAFLD,发病率为10.89%。暴露于污染物的增加与MAFLD的几率增加显著相关,风险比(HR)为2.93(95%CI:1.22,7.00),2.86(1.44,5.66),7.55(3.39,16.84),4.83(1.89,12.38),3.35(1.35,8.34),PM2.5、SO42-、NO3-,NH4+,OM,BC,分别。分层分析表明,女性,经常锻炼者和从不饮酒的人更容易受到与环境PM2.5及其成分相关的MAFLD的影响。混合暴露于SO42-,NO3-,NH4+,OM和BC与MAFLD风险增加相关,BC的体重对MAFLD的影响最强。暴露于环境PM2.5及其成分会增加MAFLD的风险。
    Accumulating animal studies have demonstrated associations between ambient air pollution (AP) and metabolic dysfunction-associated fatty liver disease (MAFLD), but relevant epidemiological evidence is limited. We evaluated the association of long-term exposure to AP with the risk of incident MAFLD in Northwest China. The average AP concentration between baseline and follow-up was used to assess individual exposure levels. Cox proportional hazard models and restricted cubic spline functions (RCS) were used to estimate the association of PM2.5 and its constituents with the risk of MAFLD and the dose-response relationship. Quantile g-computation was used to assess the joint effects of mixed exposure to air pollutants on MAFLD and the weights of the various pollutants. We observed 1516 cases of new-onset MAFLD, with an incidence of 10.89%. Increased exposure to pollutants was significantly associated with increased odds of MAFLD, with hazard ratios (HRs) of 2.93 (95% CI: 1.22, 7.00), 2.86 (1.44, 5.66), 7.55 (3.39, 16.84), 4.83 (1.89, 12.38), 3.35 (1.35, 8.34), 1.89 (1.02, 1.62) for each interquartile range increase in PM2.5, SO42-, NO3-, NH4+, OM, and BC, respectively. Stratified analyses suggested that females, frequent exercisers and never-drinkers were more susceptible to MAFLD associated with ambient PM2.5 and its constituents. Mixed exposure to SO42-, NO3-, NH4+, OM and BC was associated with an increased risk of MAFLD, and the weight of BC had the strongest effect on MAFLD. Exposure to ambient PM2.5 and its constituents increased the risk of MAFLD.
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  • 文章类型: Journal Article
    最近建议解决环境因素,以遏制低收入和中等收入国家(LMICs)贫血的增长趋势。沙尘暴产生的细颗粒物(PM2.5)集中在贫血患病率高的地方。在一个多国家,多中心研究,我们基于来自47个LMIC的65万份记录,分析了<5岁儿童中贫血与生活过程中平均粉尘PM2.5暴露量之间的关联.在完全调整的混合效果模型中,生活过程中粉尘PM2.5平均暴露量每增加10μg/m3,贫血几率增加9.3%.估计的暴露-反应关联是非线性的,在低浓度下,粉尘PM2.5暴露的影响更大。应用这个关联,我们发现,2017年,在125个低收入国家的所有5岁以下儿童中,粉尘PM2.5导致3798万例贫血。结果表明,灰尘PM2.5造成的负担比所有明确的风险因素都要重,除了缺铁。我们的研究表明,长期接触灰尘PM2.5可能是一个新的危险因素,明显地导致了LMICs儿童贫血的负担,受土地退化或干旱气候的影响。
    Addressing environmental factors has recently been recommended to curb the growing trend of anemia in low- and middle-income countries (LMICs). Fine particulate matter (PM2.5) generated by dust storms were concentrated in place with a high prevalence of anemia. In a multicounty, multicenter study, we analyzed the association between anemia and life-course averaged exposure to dust PM2.5 among children aged <5 years based on 0.65 million records from 47 LMICs. In the fully adjusted mixed effects model, each 10 μg/m3 increase in life-course averaged exposure to dust PM2.5 was associated with a 9.3% increase in the odds of anemia. The estimated exposure-response association was nonlinear, with a greater effect of dust PM2.5 exposure seen at low concentrations. Applying this association, we found that, in 2017, among all children aged <5 years in the 125 LMICs, dust PM2.5 contributed to 37.98 million cases of anemia. Results indicated that dust PM2.5 contributed a heavier burden than all of the well-identified risk factors did, except for iron deficiency. Our study revealed that long-term exposure to dust PM2.5 can be a novel risk factor, pronouncedly contributed to the burden of child anemia in LMICs, affected by land degradations or arid climate.
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  • 文章类型: Journal Article
    短期接触PM2.5或O3会增加死亡风险;然而,有限的研究评估了它们的相互作用。进行了多元时间序列研究,以研究PM2.5和O3对中国死亡率的协同作用。使用2013-2015年272个城市的死亡率数据和高分辨率污染物预测。应用广义累加模型来估计PM2.5和O3与死亡率的关联。通过分层分析和协同指数探讨了修饰和交互效应。在有或没有改变其他污染物的情况下,评估了可归因于PM2.5和O3的死亡。当O3水平较高时,PM2.5每增加10μg/m3,总的非意外死亡风险增加0.70%,相比之下,在低O3水平下为0.12%。在高PM2.5水平(1.26%)下,O3对总非意外死亡率的影响也显着高于低PM2.5水平(0.59%)。对于心血管或呼吸系统疾病观察到类似的模式。PM2.5和O3的交互作用和协同作用指数对非意外死亡率的相对超额风险分别为0.69%和1.31,具有统计学意义。分别。考虑修改其他污染物时,由于短期暴露于PM2.5或O3而导致的非意外死亡比不考虑修改的高28%和31%。分别。我们的结果发现了短期共同暴露于PM2.5和O3对死亡率的协同作用,并建议在不考虑其协同作用的情况下低估了可归因风险。
    Short-term exposure to PM2.5 or O3 can increase mortality risk; however, limited studies have evaluated their interaction. A multicity time series study was conducted to investigate the synergistic effect of PM2.5 and O3 on mortality in China, using mortality data and high-resolution pollutant predictions from 272 cities in 2013-2015. Generalized additive models were applied to estimate associations of PM2.5 and O3 with mortality. Modification and interaction effects were explored by stratified analyses and synergistic indexes. Deaths attributable to PM2.5 and O3 were evaluated with or without modification of the other pollutant. The risk of total nonaccidental mortality increased by 0.70% for each 10 μg/m3 increase in PM2.5 when O3 levels were high, compared to 0.12% at low O3 levels. The effect of O3 on total nonaccidental mortality at high PM2.5 levels (1.26%) was also significantly higher than that at low PM2.5 levels (0.59%). Similar patterns were observed for cardiovascular or respiratory diseases. The relative excess risk of interaction and synergy index of PM2.5 and O3 on nonaccidental mortality were 0.69% and 1.31 with statistical significance, respectively. Nonaccidental deaths attributable to short-term exposure of PM2.5 or O3 when considering modification of the other pollutant were 28% and 31% higher than those without considering modification, respectively. Our results found synergistic effects of short-term coexposure to PM2.5 and O3 on mortality and suggested underestimations of attributable risks without considering their synergistic effects.
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  • 文章类型: Journal Article
    直径≤2.5μm的细颗粒物(PM2.5)所造成的空气污染对全球空气质量管理提出了重大挑战。了解气候变化等因素,土地利用和土地覆被变化(LULCC),不断变化的排放对PM2.5的影响仍然有限。为了解决这个差距,我们采用了社区地球系统模型,并研究了这些因素对2010年全球地表PM2.5的单独和综合影响,以及在不同的共享社会经济途径(SSP)下2050年的预测情景。我们的结果表明,生物质燃烧和人为排放是所有SSP中地表PM2.5的主要驱动因素。预计美国和欧洲等污染较低的地区在未来的所有情况下都将大幅减少PM2.5。在SSP1中达到~5μgm-3(70%)。然而,像印度和中国这样污染严重的地区可能会经历不同的结果,在SSP3下,SSP1可能降低,而SSP3下增加。在SSP3下,中国东部的PM2.5上升了约20%,而在同样的情况下,印度北部的PM2.5上升了约70%。根据地区的不同,预计仅气候变化就会使PM2.5变化至±5μgm-3,而LULCC的影响似乎更弱。由LUCC和气候变化引起的PM2.5的适度变化与气溶胶化学和气象效应有关,包括生物挥发性有机化合物的排放,SO2氧化,和NH4NO3的形成。尽管他们的角色相对较小,LUCC和气候变化仍然可以显着影响特定地区未来的空气质量。有可能抵消排放控制举措的好处。这项研究强调了人为排放变化在所有SSP情景中塑造未来PM2.5的关键作用。因此,解决所有促成因素,主要关注减少人为排放,对于实现表面PM2.5水平的可持续降低和实现可持续的污染缓解目标至关重要。
    Air pollution induced by fine particulate matter with diameter ≤ 2.5 μm (PM2.5) poses a significant challenge for global air quality management. Understanding how factors such as climate change, land use and land cover change (LULCC), and changing emissions interact to impact PM2.5 remains limited. To address this gap, we employed the Community Earth System Model and examined both the individual and combined effects of these factors on global surface PM2.5 in 2010 and projected scenarios for 2050 under different Shared Socioeconomic Pathways (SSPs). Our results reveal biomass-burning and anthropogenic emissions as the primary drivers of surface PM2.5 across all SSPs. Less polluted regions like the US and Europe are expected to experience substantial PM2.5 reduction in all future scenarios, reaching up to ~5 μg m-3 (70 %) in SSP1. However, heavily polluted regions like India and China may experience varied outcomes, with a potential decrease in SSP1 and increase under SSP3. Eastern China witness ~20 % rise in PM2.5 under SSP3, while northern India may experience ~70 % increase under same scenario. Depending on the region, climate change alone is expected to change PM2.5 up to ±5 μg m-3, while the influence of LULCC appears even weaker. The modest changes in PM2.5 attributable to LULCC and climate change are associated with aerosol chemistry and meteorological effects, including biogenic volatile organic compound emissions, SO2 oxidation, and NH4NO3 formation. Despite their comparatively minor role, LULCC and climate change can still significantly shape future air quality in specific regions, potentially counteracting the benefits of emission control initiatives. This study underscores the pivotal role of changes in anthropogenic emissions in shaping future PM2.5 across all SSP scenarios. Thus, addressing all contributing factors, with a primary focus on reducing anthropogenic emissions, is crucial for achieving sustainable reduction in surface PM2.5 levels and meeting sustainable pollution mitigation goals.
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  • 文章类型: Journal Article
    尽管工业活动是导致大气颗粒物(PM)和相关有毒物质释放的重要原因,这些物质会导致对人类健康的不利影响,由于缺乏对工业排放的评估,对此类活动造成的人类健康风险存在知识差距。这里,我们对118个全规模工业厂房的PM进行了全面的表征和量化。主要(97.9%)PM显示<2.5μm的直径;79.0%的PM具有低于1μm的直径。大气中铁和重金属的年释放量(As,Cd,Cr,Cu,Ni,Pb,来自这些全球工业活动的细PM中含有的锌)估计为51,161吨和69,591吨,分别。这些行业排放的重金属会导致癌症风险增加,估计范围从1461%到50752%。五种结晶化合物(ZnO,确定了可以指示特定工业来源的PbSO4,Mn3O4,Fe3O4,Fe2O3)。来自工业来源的细PM中这些有毒化合物的全球年排放量估计为78,635吨。全球南方的排放量高于全球北方。这些结果对于认识工业排放的区域健康风险具有重要意义。
    Although industrial activities are significant contributors to atmospheric releases of particulate matter (PM) and associated toxic substances that lead to adverse human health effects, a knowledge gap exists concerning the human health risk resulting from such activities owing to lack of evaluation of industrial emissions. Here, we comprehensively characterized and quantified PM from 118 full-scale industrial plants. The dominant (97.9 %) PM showed diameters of <2.5 μm; 79.0 % had diameters below 1 μm. Annual atmospheric releases of Fe and heavy metals (As, Cd, Cr, Cu, Ni, Pb, Zn) contained in fine PM from these global industrial activities are estimated to be 51,161 t and 69,591 t, respectively. Emissions of heavy metals from these industries cause increased cancer risk, estimated to range from 1461 % to 50,752 %. Five crystalline compounds (ZnO, PbSO4, Mn3O4, Fe3O4, Fe2O3) that can indicate specific industrial sources are identified. Global annual emissions of these toxic compounds in fine PM from the industrial sources are estimated to be 78,635 t. The Global South displayed higher emissions than the Global North. These results are significant for recognizing regional health risks of industrial emissions.
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  • 文章类型: Journal Article
    中国快速的社会经济发展导致了极其严重的环境PM2.5水平,相关的负面健康结果包括过早死亡。然而,尚未通过长期空间面板数据充分阐明导致PM2.5相关过早死亡的社会经济机制。这里,我们采用了全球暴露死亡率模型(GEMM)和系统广义矩方法(Sys-GMM),研究了2000~2021年中国各省导致过早死亡的主要决定因素.我们发现在研究期间,中国的过早死亡人数增加了46%,达到187万,这一数字在COVID-19爆发后有所下降。与2019年相比,2020年和2021年避免了6.2万过早死亡,这主要是由于PM2.5浓度下降。所有省份的过早死亡人数都有所增加,特别是在华北,并观察到明显的空间聚集效应,突出对附近省份的影响。调查结果还强调了城市化等决定因素的重要性,进出口贸易,以及加剧过早死亡的能源消耗,而能量强度产生了缓解的影响。重要的是,首次揭示了过早死亡与经济发展之间的U型关系,这意味着需要警惕潜在的健康影响恶化和实施对策随着人均GDP的增加在中国。我们的发现值得政策制定者关注,因为他们对大气控制和中国健康行动提供了新的见解。
    China\'s swift socioeconomic development has led to extremely severe ambient PM2.5 levels, the associated negative health outcomes of which include premature death. However, a comprehensive explanation of the socioeconomic mechanism contributing to PM2.5-related premature deaths has not yet to be fully elucidated through long-term spatial panel data. Here, we employed a global exposure mortality model (GEMM) and the system generalized method of moments (Sys-GMM) to examine the primary determinants contributing to premature deaths in Chinese provinces from 2000 to 2021. We found that in the research period, premature deaths in China increased by 46 %, reaching 1.87 million, a figure that decreased somewhat after the COVID-19 outbreak. 62 thousand premature deaths were avoided in 2020 and 2021 compared to 2019, primarily due to the decline in PM2.5 concentrations. Premature deaths have increased across all provinces, particularly in North China, and a discernible spatial agglomeration effect was observed, highlighting effects on nearby provinces. The findings also underscored the significance of determinants such as urbanization, import and export trade, and energy consumption in exacerbating premature deaths, while energy intensity exerted a mitigating influence. Importantly, a U-shaped relationship between premature deaths and economic development was unveiled for the first time, implying the need for vigilance regarding potential health impact deterioration and the implementation of countermeasures as the per capita GDP increases in China. Our findings deserve attention from policymakers as they shed fresh insights into atmospheric control and Health China action.
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  • 文章类型: Journal Article
    细颗粒物-空气中的PM2.5会对人类健康和环境产生相当大的负面影响。各种基于人类细胞的研究使用各种化学参数检查了PM2.5对世界不同城市人类健康的影响。不幸的是,关于伊斯坦布尔收集的PM2.5毒性和化学特性之间关系的信息有限,蒂尔基耶,位于世界上人口最多的城市之一。为了研究伊斯坦布尔地区PM2.5的化学特性和细胞毒性,样本收集12个月,然后是潜在的有毒金属,氧化电位,和粒子指示器(例如,官能团和元素)被确定,并检测了PM2.5对人A549肺泡上皮细胞的细胞毒性。与其他季节相比,寒冷月份的PM2.5平均质量浓度为24.0±17.4µgm-3,高于其他季节。此外,金属的结果,元素,和功能组表明,季节性和月度特征受区域人为来源和光化学输入的影响。细胞毒性结果还表明,A549细胞的活力随着PM2.5的暴露而降低(30-53%),并且由于金属的影响,与其他季节相比,夏季获得了更高的细胞毒性,元素,和PM2.5的氧化特性。
    Fine particulate matters-PM2.5 in the air can have considerable negative effects on human health and the environment. Various human cell-based studies examined the effect of PM2.5 on human health in different cities of the world using various chemical parameters. Unfortunately, limited information is available regarding the relationship between toxicity and chemical characteristics of PM2.5 collected in Istanbul, Türkiye, located in one of the most populated cities in the world. To investigate the chemical characteristics and cytotoxicity of PM2.5 in Istanbul, samples were collected for 12 months, then potentially toxic metals, oxidative potential, and particle indicators (e.g., functional groups and elements) were determined, and the cytotoxicity of PM2.5 on human A549 lung alveolar epithelial cells was examined. The mean PM2.5 mass concentration was 24.0 ± 17.4 µg m-3 and higher in cold months compared to other seasons. Moreover, the results of the metals, elemental, and functional groups indicated that seasonal and monthly characteristics were influenced by the regional anthropogenic sources and photochemistry input. The cytotoxicity results also showed that the viability of A549 cells was reduced with the exposure of PM2.5 (30-53%) and higher cytotoxicity was obtained in summer compared to the other seasons due to the impact of the metals, elements, and oxidative characteristics of PM2.5.
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  • 文章类型: Journal Article
    空气污染中的空气中的细颗粒物(PM2.5)已成为与过敏性疾病有关的重要全球公共卫生问题。先前的研究表明,PM2.5不仅影响呼吸系统,而且还可能在各种组织中引起全身性炎症。此外,它的影响可能在不同的人群中有所不同,在怀孕期间和新生儿中具有潜在的后果。然而,PM2.5诱导炎症反应的确切机制尚不清楚.本研究旨在通过动物模型和斑马鱼胚胎实验探索PM2.5诱导炎症反应的潜在途径。在这项研究中,通过斑马鱼胚胎实验,分析PM2.5对胚胎发育和存活的影响,和小鼠实验模型用于评估PM2.5刺激对小鼠各个方面的影响。从受精后6小时(6hpf)开始,将野生型斑马鱼胚胎暴露于25-400μg/mL的PM2.5环境中。受精后6天,25、50、100和200µg/mL组的存活率为100%,80,40%,40%,分别。用25μg/mLPM2.5刺激的斑马鱼胚胎仍然显示出成功的发育和孵化。此外,斑马鱼受到25-200μg/mL的剂量,在孵化后表现出异常,如脊柱弯曲和内部肿胀,表明PM2.5刺激对胚胎发育有显著影响。在老鼠模型中,暴露于PM2.5的小鼠表现出明显的呼吸过度反应,炎症细胞浸润到肺部,炎症反应相关细胞因子水平升高,和各种器官的炎症,包括肝脏,肺,还有子宫.对实验小鼠的血液测试显示炎症和趋化细胞因子的表达增加,和GSEA表明PM2.5诱导了各种炎症反应和TNF-α/NFκB途径的上调。我们的研究结果为PM2.5对胚胎和器官的有害影响提供了见解。PM2.5诱导的炎症反应可能通过TNF-α/NFκB通路介导,导致全身器官炎症。然而,PM2.5诱导的各器官炎症反应和胚胎发育异常是否通过不同的途径产生,需要进一步研究,以全面阐明和确定潜在的治疗和预防方法。
    Airborne fine particulate matter (PM2.5) in air pollution has become a significant global public health concern related to allergic diseases. Previous research indicates that PM2.5 not only affects the respiratory system but may also induce systemic inflammation in various tissues. Moreover, its impact may vary among different populations, with potential consequences during pregnancy and in newborns. However, the precise mechanisms through which PM2.5 induces inflammatory reactions remain unclear. This study aims to explore potential pathways of inflammatory responses induced by PM2.5 through animal models and zebrafish embryo experiments. In this study, zebrafish embryo experiments were conducted to analyze the effects of PM2.5 on embryo development and survival, and mouse experimental models were employed to assess the impact of PM2.5 stimulation on various aspects of mice. Wild-type zebrafish embryos were exposed to a PM2.5 environment of 25-400 μg/mL starting at 6 h after fertilization (6 hpf). At 6 days post-fertilization, the survival rates of the 25, 50, 100, and 200 µg/mL groups were 100%, 80, 40%, and 40%, respectively. Zebrafish embryos stimulated with 25 μg/mL of PM2.5 still exhibited successful development and hatching. Additionally, zebrafish subjected to doses of 25-200 μg/mL displayed abnormalities such as spinal curvature and internal swelling after hatching, indicating a significant impact of PM2.5 stimulation on embryo development. In the mouse model, mice exposed to PM2.5 exhibited apparent respiratory overreaction, infiltration of inflammatory cells into the lungs, elevated levels of inflammatory response-related cytokines, and inflammation in various organs, including the liver, lungs, and uterus. Blood tests on experimental mice revealed increased expression of inflammatory and chemotactic cytokines, and GSEA indicated the induction of various inflammatory responses and an upregulation of the TNF-α/NFκB pathway by PM2.5. Our results provide insights into the harmful effects of PM2.5 on embryos and organs. The induced inflammatory responses by PM2.5 may be mediated through the TNF-α/NFκB pathway, leading to systemic organ inflammation. However, whether PM2.5-induced inflammatory responses in various organs and abnormal embryo development are generated through different pathways requires further study to comprehensively clarify and identify potential treatment and prevention methods.
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  • 文章类型: Journal Article
    细胞凋亡代表一种细胞死亡机制,其细胞膜破坏和随后释放促炎细胞因子。含有炎性体3(NLRP3)的Nod样受体家族pyrin结构域在与颗粒物(PM)暴露引起的各种疾病相关的焦亡机制中起关键作用。叔丁基对苯二酚(tBHQ)是一种合成抗氧化剂,通常用于各种食品和产品中。这项研究的目的是研究tBHQ作为治疗由PM暴露引起的鼻窦疾病的治疗剂的潜力。使用Westernblot分析和酶联免疫吸附测定结果证实了用PM<4µm大小处理的RPMI2650细胞中NLRP3炎性体依赖性焦亡的发生。此外,使用Westernblot和免疫荧光技术证实了tBHQ对PM诱导的焦亡的抑制作用。在核因子红系2相关因子2(Nrf2)敲低后,tBHQ介导的焦亡的抑制被废除,表明它参与了抗氧化机制。由于通过Nrf2途径有效抑制了NLRP3炎性体的激活,因此tBHQ显示出作为PM诱导的鼻窦疾病的治疗剂的潜力。
    Pyroptosis represents a type of cell death mechanism notable for its cell membrane disruption and the subsequent release of proinflammatory cytokines. The Nod-like receptor family pyrin domain containing inflammasome 3 (NLRP3) plays a critical role in the pyroptosis mechanism associated with various diseases resulting from particulate matter (PM) exposure. Tert-butylhydroquinone (tBHQ) is a synthetic antioxidant commonly used in a variety of foods and products. The aim of this study is to examine the potential of tBHQ as a therapeutic agent for managing sinonasal diseases induced by PM exposure. The occurrence of NLRP3 inflammasome-dependent pyroptosis in RPMI 2650 cells treated with PM < 4 µm in size was confirmed using Western blot analysis and enzyme-linked immunosorbent assay results for the pyroptosis metabolites IL-1β and IL-18. In addition, the inhibitory effect of tBHQ on PM-induced pyroptosis was confirmed using Western blot and immunofluorescence techniques. The inhibition of tBHQ-mediated pyroptosis was abolished upon nuclear factor erythroid 2-related factor 2 (Nrf2) knockdown, indicating its involvement in the antioxidant mechanism. tBHQ showed potential as a therapeutic agent for sinonasal diseases induced by PM because NLRP3 inflammasome activation was effectively suppressed via the Nrf2 pathway.
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  • 文章类型: Journal Article
    空气污染是全球公共卫生的主要挑战之一。使用2016年至2021年的年度细颗粒物(PM2.5)浓度数据,以及全球暴露死亡率模型(GEMM),我们估计了与PM2.5污染相关的多年死亡人数,按不同年龄组和疾病划分.然后,使用VSL(统计寿命值)方法,我们评估了相应的经济损失和价值。北京2021年PM2.5导致的死亡人数比2016年下降了33.74%,而随着人均可支配收入的逐年增加,健康经济损失将增加44亿美元。到2021年,北京一半的市级行政区的PM2.5年均浓度低于中国的环境空气质量二级标准(35μg/m3),但仍可造成48969人死亡,相应的健康和经济损失163.1亿美元,相当于北京GDP的7.9%。因此,建议在北京制定更严格的地方空气质量标准,以保护公众健康。
    Air pollution is one of the major global public health challenges. Using annual fine particulate matter (PM2.5) concentration data from 2016 to 2021, along with the global exposure mortality model (GEMM), we estimated the multi-year PM2.5-pollution-related deaths divided by different age groups and diseases. Then, using the VSL (value of statistical life) method, we assessed corresponding economic losses and values. The number of deaths attributed to PM2.5 in Beijing in 2021 fell by 33.74 percent from 2016, while health economic losses would increase by USD 4.4 billion as per capita disposable income increases year by year. In 2021, the average annual concentration of PM2.5 in half of Beijing\'s municipal administrative districts is less than China\'s secondary ambient air quality standard (35 μg/m3), but it can still cause 48,969 deaths and corresponding health and economic losses of USD 16.31 billion, equivalent to 7.9 percent of Beijing\'s GDP. Therefore, it is suggested that more stringent local air quality standards should be designated to protect public health in Beijing.
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