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Particulate Matter (PM) as a Major Threat to Autophagy-Induced Homeostasis Regulation, a Systematic Review of the Literature 颗粒物(PM)是自噬诱导的体内平衡调节的主要威胁,文献系统综述
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-03 DOI: 10.1155/ina/8142593
Bahareh Ebrahimi, Mina Molayem, Soroush Sadr, Zahra Ovaisi, Maryam Ahmadsamei, Maryam Molayem

Background: Exposure to pollutants such as particulate matter (PM) disrupts homeostasis. The effect of PM on autophagy, as an essential factor of homeostasis, has been confirmed in several studies, but there is no comprehensive and detailed review of the mechanism involved. In this systematic review, we aim to investigate the mechanism involved in PM-induced autophagy of humans, animals, and cell lines.

Method: PubMed, Google Scholar, and Web of Science were searched using MESH terms related to PM and autophagy. Eligibility criteria were experimental studies in which PM was exposed and autophagy markers were assessed. Microtubule-associated protein 1A/1B-light chain 3-II (LC3-II), Beclin 1, and Sequestosome 1 (p62) are three important markers in the autophagy assay.

Result: Initially, 5842 articles were identified, of which 94 studies focused on the role of PMs in autophagy. Given the differences in exposure, we classified studies according to their type, “in vivo” or “in vitro.” A review of various studies has shown that, regardless of the exposure method, short-term exposure to PMs induced autophagy in almost all studies. In contrast, long-term exposure and pathological conditions can inhibit autophagy or block the flow of autophagy.

Conclusion: In living organisms, from unicellular organisms to large animals, autophagy supports cellular homeostasis under various conditions, such as exposure to pollutants. Chronic exposure to components such as PM or diseases can affect homeostasis by inducing nonphysiological conditions such as inflammation, excessive ROS production, and ultimately inhibition of autophagy.

背景:暴露于污染物如颗粒物(PM)会破坏体内平衡。PM对自噬的影响,作为体内平衡的重要因素,已经在一些研究中得到证实,但尚未对其机制进行全面和详细的综述。在这篇系统综述中,我们旨在探讨pm诱导人类、动物和细胞系自噬的机制。方法:采用MESH检索PubMed、b谷歌Scholar和Web of Science中PM和自噬相关词条。合格标准是暴露PM并评估自噬标记物的实验研究。微管相关蛋白1A/ 1b -轻链3-II (LC3-II)、Beclin 1和Sequestosome 1 (p62)是自噬检测中的三个重要标志物。结果:最初,共识别5842篇文章,其中94篇研究集中在pm在自噬中的作用。考虑到暴露的差异,我们根据研究的类型将其分类,“体内”或“体外”。对各种研究的回顾表明,无论何种暴露方法,在几乎所有的研究中,短期暴露于pmms都会诱导自噬。相反,长期暴露和病理条件会抑制自噬或阻断自噬的流动。结论:在生物体内,从单细胞生物到大型动物,自噬支持各种条件下的细胞稳态,例如暴露于污染物中。慢性暴露于PM或疾病等成分可通过诱导非生理条件(如炎症、过量ROS产生和最终抑制自噬)影响体内平衡。
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引用次数: 0
Assessment of Vapor Intrusion Risks in Chlorinated Solvent-Contaminated Subsurface Environments: Implications for Environmental Quality Standards in Urban Areas 含氯溶剂污染地下环境的蒸汽侵入风险评估:对城市地区环境质量标准的影响
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-01 DOI: 10.1155/ina/8867246
Jae-Hyun Kim, Juhee Kim, Min Seo Bae, Soonjae Lee

In managing the urban subsurface environment contaminated by chlorinated solvents, various criteria, including environmental quality standards and human health risks, should be considered as the basis for decision-making. Vapor intrusion, particularly in urban environments, can serve as a major pathway for human exposure to soil or groundwater contamination, leading to indoor air pollution and posing potential health risks. In this study, the vapor intrusion risk posed by chlorinated solvents was assessed at levels meeting the environmental quality standards in South Korea. The results indicated that the vapor intrusion risks exceeded the acceptable risk criteria by approximately two to four orders of magnitude. Despite variations in site conditions, the health risk remained a significant concern. The case studies demonstrated that health risks exceeding the acceptable risk criteria can occur at contaminated sites that do not exceed environmental quality standards. They also highlighted that contaminated site management decisions can vary depending on the applied criteria. This study focused on vapor intrusion; additional pathways may further increase the risk. The risk criteria appear more stringent than environmental quality standards. It is necessary to revise the environmental quality standards for chlorinated solvent contamination, especially concerning urban subsurface pollution, or to apply site-specific criteria. This underscores the need for a cautious and conservative approach in managing urban contaminated sites and suggests that vapor intrusion risk assessment can serve as an effective tool in environmental risk management.

在治理受氯化溶剂污染的城市地下环境时,应考虑环境质量标准和人体健康风险等各种标准作为决策依据。蒸汽侵入,特别是在城市环境中,可成为人类接触土壤或地下水污染的主要途径,导致室内空气污染并构成潜在的健康风险。在本研究中,氯代溶剂造成的蒸汽侵入风险被评估为符合韩国环境质量标准的水平。结果表明,蒸汽侵入风险超出可接受风险标准约2 ~ 4个数量级。尽管现场条件各不相同,但健康风险仍然是一个重大问题。案例研究表明,超过可接受风险标准的健康风险可能发生在不超过环境质量标准的受污染场址。他们还强调,受污染场地的管理决策可能因适用的标准而异。本研究的重点是蒸汽侵入;其他途径可能会进一步增加风险。风险标准似乎比环境质量标准更为严格。有必要修订含氯溶剂污染的环境质量标准,特别是城市地下污染标准,或采用具体的场地标准。这强调了在城市污染场地管理中需要采取谨慎和保守的方法,并表明蒸汽侵入风险评估可以作为环境风险管理的有效工具。
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引用次数: 0
Evapotranspiration Performance of Vertical Indoor Greening—Influence of Indoor Climate Conditions on the Transpiration Performance of Tropical Ornamental Plants and Contribution of Greenings to Indoor Comfort in Offices 室内垂直绿化的蒸散性能——室内气候条件对热带观赏植物蒸腾性能的影响及绿化对室内舒适性的贡献
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-01 DOI: 10.1155/ina/5562007
Annette Bucher, Elias Wolfrath, Christian Weiglein, Michaela Reim, Stephan Weismann

In indoor offices, it is often difficult to ensure high air quality and thermal comfort. Common problems are low relative humidity and the need for cooling. Previous research has shown that indoor greening can contribute to keeping the relative humidity and temperature at an appropriate level. In order to quantify the contribution of transpiration to evapotranspiration of vertical greening systems, various tropical ornamental plants were characterized in this study with regard to their transpiration rate and stomatal conductance under different indoor climatic parameters. Light intensity (PAR) showed a positive and air temperature a negative correlation with transpiration rate and stomatal conductance, while the dependence on relative humidity and soil moisture was not significant. Furthermore, two vertical greening systems with Philodendron hederaceum ‘Brasil’ were investigated in a parallel room set-up, where one room contained the greening system and the other room served as a reference. The vertical greening systems showed an evapotranspiration rate in the range of 55 to almost 100 g m−2 h−1, which increased the relative humidity from 20%–40% in the reference room to 40%–60% during the 3-week measurements in March 2023. This improved the comfort in the rooms.

在室内办公室,通常很难保证高空气质量和热舒适性。常见的问题是相对湿度低和需要冷却。先前的研究表明,室内绿化有助于保持适当的相对湿度和温度。为了量化蒸腾对垂直绿化系统蒸散的贡献,本研究对不同室内气候参数下不同热带观赏植物的蒸腾速率和气孔导度进行了表征。光照强度与蒸腾速率和气孔导度呈正相关,气温与气孔导度呈负相关,对相对湿度和土壤水分的依赖性不显著。此外,在一个平行的房间设置中,研究了两个垂直绿化系统,其中一个房间包含绿化系统,另一个房间作为参考。在2023年3月为期3周的测量中,垂直绿化系统的蒸散速率在55 ~近100 g m−2 h−1之间,使相对湿度从基准室的20% ~ 40%提高到40% ~ 60%。这提高了房间的舒适度。
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引用次数: 0
Association Between Indoor Ventilation Frequency and IADL Disability Among Chinese Older Adults 中国老年人室内通风频率与IADL功能障碍的关系
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-31 DOI: 10.1155/ina/7882633
Xiaobing Xian, Xiaoli Fan, Xiaoyu Wang, Shiwei Cao, Xiaowei Wei, Yue Zhang, Kun Shen

Background: Indoor air quality (IAQ) is regarded as a significant factor influencing older adults’ health, and opening windows for ventilation can help improve IAQ. This study revealed the relationship between indoor ventilation frequency (IVF) and instrumental activities of daily living (IADL) in Chinese older adults for the first time.

Methods: Data were obtained from cross-sectional data published in the 2017–2018 Chinese Longitudinal Healthy Longevity Survey (CLHLS) database. A multifactor logistic regression model was used to analyze the association between IVF and IADL in Chinese people aged 65 and above, which was observed in different subgroups. Further propensity score matching (PSM) and three sensitivity analyses enhanced the robustness of the results.

Results: After adjusting for all covariates, moderate and high IVF was associated with 33.8% (OR = 0.662, 95% CI: 0.507–0.864) and 42.6% (OR = 0.574, 95% CI: 0.444–0.742) reduction in the risk of having an IADL disability, compared to the low one, respectively. Among the results, significant associations were found only between IVF in summer and winter and older adults’ risk of IADL disability. Subgroup analyses showed that the association between IVF and IADL was specific in different subgroup populations. The results of the interaction analyses indicated that drinking significantly modified the relationship between IVF and IADL disability (p for interaction < 0.05).

Conclusion: In this nationally representative sample analysis, a higher window opening frequency for indoor ventilation was statistically significantly associated with a decrease in IADL disability among Chinese older adults. These results provide an essential basis for relevant policy development and new health intervention strategies to lower older adults’ risk of disability.

背景:室内空气质量(IAQ)被认为是影响老年人健康的重要因素,开窗通风有助于改善室内空气质量。本研究首次揭示了中国老年人室内通风频率(IVF)与日常生活工具活动(IADL)之间的关系。方法:数据来自2017-2018年中国纵向健康寿命调查(CLHLS)数据库中发布的横断面数据。采用多因素logistic回归模型分析中国65岁及以上人群体外受精与IADL之间的关系,并在不同亚组中进行观察。进一步的倾向评分匹配(PSM)和三个敏感性分析增强了结果的稳健性。结果:在对所有协变量进行调整后,与低IVF相比,中等和高IVF分别与发生IADL残疾的风险降低33.8% (OR = 0.662, 95% CI: 0.507-0.864)和42.6% (OR = 0.574, 95% CI: 0.444-0.742)相关。其中,只有在夏季和冬季进行体外受精与老年人的IADL残疾风险之间存在显著关联。亚组分析显示,IVF和IADL之间的关联在不同亚组人群中具有特异性。交互作用分析结果显示,饮酒显著改变IVF与IADL残疾的关系(p为交互作用<; 0.05)。结论:在这个具有全国代表性的样本分析中,较高的室内通风开窗频率与中国老年人IADL残疾的降低有统计学意义。这些结果为相关政策的制定和新的健康干预策略提供了必要的基础,以降低老年人的残疾风险。
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引用次数: 0
Effects of Positive Pressure Ventilation System on Indoor Particulate Matter Concentrations in a Subtropical Climate 亚热带气候下正压通风系统对室内颗粒物浓度的影响
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-28 DOI: 10.1155/ina/7602803
German Hernandez, Rafael Borge, Dan Blanchon, Terri-Ann Berry

Air pollution negatively impacts human health, with pollutants such as PM2.5 linked to increased mortality, respiratory infections, lung disease, heart disease, and stroke. Recent trends, such as increased building airtightness and changes in occupant behavior during the COVID-19 pandemic, highlight the need for greater attention to indoor air quality (IAQ). Mechanical ventilation (MV) systems are commonly used to improve IAQ and occupant comfort, especially in airtight homes, yet their effectiveness in humid winter conditions remains underexplored. This study examined the impact of MV, specifically positive pressure ventilation (PPV) systems, on IAQ in eight single-family homes in northern New Zealand. Data were collected over 12 weeks in winter, with 6 weeks of monitoring before and after PPV installation. Additionally, the study period overlapped with varying COVID-19 lockdown levels, enabling an assessment of how increased occupancy influenced IAQ. The findings show that PPV system installation resulted in reductions over the winter period of 68% for particulate matter (PM) concentrations (both PM2.5 and PM10) and 9% in relative humidity (RH), with no significant changes in temperature. PM2.5 concentrations increased by an average of 56% during the COVID lockdown, potentially resulting from increased occupancy levels.

空气污染对人类健康产生负面影响,PM2.5等污染物与死亡率上升、呼吸道感染、肺病、心脏病和中风有关。最近的趋势,如在2019冠状病毒病大流行期间提高建筑密封性和居住者行为的变化,突出了需要更多地关注室内空气质量(IAQ)。机械通风(MV)系统通常用于改善室内空气质量和居住者舒适度,特别是在密闭的家庭中,但其在潮湿冬季条件下的有效性仍未得到充分探索。本研究调查了MV,特别是正压通风(PPV)系统对新西兰北部八个单户住宅室内空气质量的影响。冬季采集数据12周,安装PPV前后监测6周。此外,研究期间与不同的COVID-19封锁水平重叠,从而能够评估入住率增加如何影响室内空气质量。研究结果表明,PPV系统的安装导致冬季期间颗粒物(PM)浓度(PM2.5和PM10)降低68%,相对湿度(RH)降低9%,温度没有显著变化。在COVID封锁期间,PM2.5浓度平均增加了56%,这可能是由于入住率增加造成的。
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引用次数: 0
Effects of the Light Environment in Elementary School Classrooms on Students’ Cognitive Performance and Galvanic Skin Indicators 小学教室光环境对学生认知表现及皮肤电指标的影响
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-26 DOI: 10.1155/ina/3122870
Bo Gao, Yao Fu, Jian Gao, Haixiao Liu, Weijun Gao

Elementary school students, as primary users of classrooms, are directly affected by the lighting environment, which influences their visual comfort and cognitive performance. This study investigates the changes in cognitive performance under five classroom illumination levels to optimize lighting conditions. Cognitive performance was assessed by combining physiological measurements with a novel index: the ratio of correctness to reaction time. The results show gender-specific sensitivity to lighting, with female students being more responsive than males. By integrating subjective questionnaires and objective physiological indicators, the study identified an optimal desktop illuminance range of 600–800 lx for maximizing cognitive performance. These findings provide a practical approach for determining optimal classroom lighting based on both cognitive and physiological data.

小学生作为教室的主要使用者,直接受到照明环境的影响,影响着小学生的视觉舒适度和认知能力。本研究调查了五种教室照明水平下认知表现的变化,以优化照明条件。认知表现是通过结合生理测量和一个新的指标来评估的:正确率与反应时间的比率。结果显示,男女学生对光线的敏感度不同,女学生比男学生更敏感。通过综合主观问卷调查和客观生理指标,研究确定了600-800 lx的最佳桌面照度范围,以最大限度地提高认知表现。这些发现为基于认知和生理数据确定最佳教室照明提供了实用的方法。
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引用次数: 0
The Impact of Indoor Total Volatile Organic Compound Exposures on Cognitive Performance in a Controlled Chamber Environment: An Experimental Study 室内总挥发性有机化合物暴露对受控室内环境下认知能力影响的实验研究
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-24 DOI: 10.1155/ina/5556849
Zeyu Zhao, Gesche Huebner, Emmanouil Bagkeris, Dejan Mumovic

Indoor levels of total volatile organic compounds (TVOCs) can influence students’ learning and productivity by affecting cognitive performance. To investigate whether TVOC affects cognitive performance in schools, especially in newly constructed or renovated buildings within the first 3 months, a single-blind experiment was conducted in a climate chamber. Then, 33 university students were exposed to three moderate TVOC concentrations: below 100, 1000, and 2000 μg/m3, all emitted by solvent-based paint. Ventilation (30 m3/h), temperature (22°C), relative humidity (50%), lighting, and noise levels were maintained at constant values for all exposure conditions. Cognitive performance was measured through reaction speed and accuracy using a computer-based test battery that included 10 randomized tasks; all participants completed the test three times. Participants’ perceptions of the environment were investigated through pretest and posttest questionnaires. The results indicate no statistically significant differences in reaction speed or accuracy were observed between exposure to medium–low (1000) and low (100 μg/m3) TVOC levels. Exposure to a medium–high level of TVOC (2000 μg/m3) significantly reduced task accuracy by 4.9% compared to the low level (100 μg/m3). No statistically significant effect on reaction speed was observed. Participants’ perceptions of air quality were rated significantly worse at both the 1000 and 2000 μg/m3 TVOC exposure levels compared to the low level. Overall, no significant differences in cognitive performance were observed between the medium–low and low TVOC exposure levels. Both accuracy in memory tasks and well-being were negatively affected when comparing the medium–high level to the low level of TVOC. These findings highlight the critical need for monitoring and controlling TVOC levels during the early stages of construction and renovation to improve indoor air quality. Future studies could investigate a broader range of VOC sources and incorporate additional strategy-based cognitive tasks.

室内总挥发性有机化合物(TVOCs)水平可以通过影响认知表现来影响学生的学习和生产力。为了调查TVOC是否会影响学校的认知表现,特别是在前3个月内新建或翻新的建筑物中,我们在一个气候室中进行了一项单盲实验。然后,33名大学生暴露在三种中等浓度的TVOC环境中:低于100、1000和2000 μg/m3,均由溶剂型涂料排放。通风(30 m3/h)、温度(22°C)、相对湿度(50%)、照明和噪音水平在所有暴露条件下保持恒定值。认知表现是通过反应速度和准确性来衡量的,使用的是一组基于计算机的测试,其中包括10个随机任务;所有参与者都完成了三次测试。通过前测和后测问卷调查了参与者对环境的感知。结果表明,暴露于中低(1000 μg/m3)和低(100 μg/m3) TVOC水平时,反应速度和准确性没有统计学差异。暴露于中高水平的TVOC (2000 μg/m3)比低水平(100 μg/m3)显著降低了4.9%的任务准确性。对反应速度的影响无统计学意义。与低水平的TVOC暴露相比,在1000和2000 μg/m3的TVOC暴露水平下,参与者对空气质量的感知明显更差。总体而言,在中低和低TVOC暴露水平之间,认知表现没有显著差异。中高TVOC水平与低TVOC水平相比,记忆任务的准确性和幸福感都受到负面影响。这些发现强调了在建筑和装修的早期阶段监测和控制TVOC水平以改善室内空气质量的迫切需要。未来的研究可以调查更广泛的挥发性有机化合物来源,并纳入额外的基于策略的认知任务。
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引用次数: 0
Association Between Exposure to Indoor Air Pollutants and Allergic Rhinitis Status Using the Korean National Health and Nutrition Examination Survey Data 使用韩国国家健康和营养检查调查数据的室内空气污染物暴露与变应性鼻炎状况之间的关系
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-22 DOI: 10.1155/ina/1276764
Ah-Reum Jo, Seunghyun Lee, Xiaoxue Ma, Wanhyung Lee

Background: Recent studies have shown that indoor air pollutants (IAPs) affect air quality and cause respiratory issues, particularly allergic rhinitis (AR). This study investigated the association between exposure to IAPs and AR risks and symptoms.

Methods: We gathered data from 1864 individuals who responded to the 2022 Korea National Health and Nutrition Examination Survey, after excluding 116 individuals with missing data from the indoor air quality survey. Participants were categorized into AR and non-AR groups based on the history of AR. IAPs included particulate matter, carbon dioxide, formaldehyde, volatile organic compounds, benzene, toluene, ethylbenzene, xylene, styrene, and environmental tobacco smoke. Logistic regression determined the risk of AR according to a single IAP exposure level. Negative binomial regression was used to investigate the association between AR-related symptoms and number of highly exposed IAPs.

Results: The prevalence of AR was 6%. Exposure to several IAPs was higher in the AR group. The association between individual IAP and AR risk was not significant after adjusting for covariates. The odds ratios for the diagnosis, duration, and severity of AR increased with increasing numbers of exposure to high levels of IAPs.

Conclusions: There was no significant association with AR for each pollutant as a single exposure. However, the risk of AR-related symptoms significantly increased with the number of exposure to high levels of IAPs. These findings provide valuable insights for interventions to improve indoor air quality to mitigate the prevalence and severity of AR.

背景:最近的研究表明,室内空气污染物(IAPs)影响空气质量并引起呼吸问题,特别是过敏性鼻炎(AR)。本研究调查了暴露于iap与AR风险和症状之间的关系。方法:我们收集了1864名参与2022年韩国国家健康与营养调查的个人的数据,排除了116名室内空气质量调查数据缺失的个人。参与者根据AR病史分为AR和非AR组。IAPs包括颗粒物、二氧化碳、甲醛、挥发性有机化合物、苯、甲苯、乙苯、二甲苯、苯乙烯和环境烟草烟雾。Logistic回归根据单一IAP暴露水平确定AR的风险。采用负二项回归研究ar相关症状与高暴露iap数量之间的关系。结果:AR患病率为6%。AR组的iap曝光率更高。调整协变量后,个体IAP和AR风险之间的关联不显著。随着暴露于高水平iap的人数增加,AR的诊断、持续时间和严重程度的比值比增加。结论:每种污染物作为单一暴露与AR没有显著关联。然而,随着暴露于高水平iap的次数增加,ar相关症状的风险显著增加。这些发现为改善室内空气质量以减轻AR患病率和严重程度的干预措施提供了有价值的见解。
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引用次数: 0
Predicting and Analyzing Indoor Air Quality in Inpatient Wards Using IoT-Based Long-Term Data and Machine Learning 利用基于物联网的长期数据和机器学习预测和分析住院病房室内空气质量
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-17 DOI: 10.1155/ina/6449464
Jehyun Kim, Seongmin Jo, Gihoon Kim, Ji-Hi Kim, Minki Sung

Indoor air quality (IAQ) plays a crucial role in safeguarding the health of both patients and healthcare workers in hospital environments. Accurate IAQ analysis and prediction are vital for optimizing ventilation, filtration, and other control measures to maintain a safe indoor atmosphere. This study investigates IAQ in hospital spaces by utilizing long-term data from internet of things (IoT) sensors installed in general wards and negative pressure isolation wards. Given the significant influence of outdoor air, IAQ requires continuous monitoring across different seasons and extended periods. In this study, IAQ was measured over nearly a year, capturing seasonal variations and long-term trends. Clustering algorithms were applied to identify complex patterns and detect anomalies in key IAQ parameters, including temperature, CO2 concentration, and particulate matter 2.5 μm (PM2.5). These clustering results were then integrated into a long short-term memory (LSTM) model to enhance IAQ prediction for subsequent time steps. The findings indicate that incorporating clustering results as input variables substantially improves IAQ prediction accuracy. Notably, the root mean squared error for PM2.5 prediction decreased from 8.51 to 3.99 when clustering results were included. This study underscores the potential of leveraging IoT sensors and machine learning techniques for real-time IAQ monitoring and forecasting in hospital settings. These insights can support the development of effective control strategies to maintain a healthy and comfortable indoor environment for both patients and healthcare workers.

室内空气质量(IAQ)在保障医院环境中患者和医护人员的健康方面起着至关重要的作用。准确的室内空气质量分析和预测对于优化通风、过滤和其他控制措施以保持安全的室内空气至关重要。本研究通过利用安装在普通病房和负压隔离病房的物联网(IoT)传感器的长期数据来调查医院空间的室内空气质量。考虑到室外空气的显著影响,室内空气质量需要在不同季节和较长时间内持续监测。在这项研究中,室内空气质量是在近一年的时间里测量的,捕捉了季节变化和长期趋势。应用聚类算法识别复杂模式并检测关键室内空气质量参数(包括温度、CO2浓度和PM2.5)的异常情况。然后将这些聚类结果整合到长短期记忆(LSTM)模型中,以增强后续时间步长的室内空气质量预测。研究结果表明,将聚类结果作为输入变量显著提高了室内空气质量的预测精度。值得注意的是,纳入聚类结果后,PM2.5预测的均方根误差从8.51下降到3.99。这项研究强调了利用物联网传感器和机器学习技术在医院环境中进行实时室内空气质量监测和预测的潜力。这些见解可以支持制定有效的控制策略,为患者和医护人员保持健康舒适的室内环境。
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引用次数: 0
Association Between House Dust Endotoxins and Increased All-Cause Mortality in Adults 室内灰尘内毒素与成人全因死亡率增加之间的关系
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-07-16 DOI: 10.1155/ina/8885072
Ren Zhou, Zongzong Quan, Yu Sun, Lei Zhang, Jia Yan, Hong Jiang

Background: Exposure to house dust endotoxins is known to cause diseases across various organ systems; however, their effect on mortality remains unclear.

Objective: This study is aimed at investigating the association between house dust endotoxins and mortality in US adults.

Methods: National Health and Nutrition Examination Survey data from 2005 to 2006 were used in this study. Participants were linked to mortality data from the date of the survey through December 31, 2019. A multivariate Cox regression analysis was used to determine the association between house dust endotoxins and mortality. All analyses were performed in the overall population and across different sensitization statuses.

Results: This cohort study included 3171 adults aged 20 years or older (weighted median age (P25–P75): 45 (32–58) years; 49.2% male). Among them, 1287 participants were sensitized to inhalant allergens. During a median follow-up of 13.8 years, 672 deaths occurred. In participants sensitized to inhalant allergens, house dust endotoxins were significantly associated with all-cause mortality. The hazard ratio (HR) comparing the highest and lowest tertiles of house dust endotoxin levels was 1.98 (95% confidence interval (CI): 1.32–2.97) for all-cause mortality. An association was observed between endotoxin concentration and cardiovascular disease mortality when analyzed as a continuous variable (HR: 1.29, 95% CI: 1.01–1.56). In nonsensitized participants, no significant association was found between house dust endotoxins and mortality.

Conclusion: Exposure to house dust endotoxins was associated with all-cause mortality in adults sensitized to inhalant allergens.

背景:已知暴露于室内灰尘内毒素可引起各种器官系统的疾病;然而,它们对死亡率的影响尚不清楚。目的:本研究旨在调查美国成人室内灰尘内毒素与死亡率之间的关系。方法:采用2005 ~ 2006年全国健康与营养调查资料。参与者与调查日期至2019年12月31日的死亡率数据有关。采用多变量Cox回归分析确定室内灰尘内毒素与死亡率之间的关系。所有的分析都是在总体人群和不同的致敏状态下进行的。结果:该队列研究包括3171名20岁或以上的成年人(加权中位年龄(P25-P75): 45(32-58)岁;49.2%的男性)。其中,1287名参与者对吸入性过敏原敏感。在平均13.8年的随访期间,发生了672例死亡。在对吸入性过敏原敏感的参与者中,室内灰尘内毒素与全因死亡率显著相关。室内灰尘内毒素水平最高和最低三分位数的全因死亡率风险比(HR)为1.98(95%可信区间(CI): 1.32-2.97)。当作为一个连续变量进行分析时,内毒素浓度与心血管疾病死亡率之间存在关联(HR: 1.29, 95% CI: 1.01-1.56)。在非敏感的参与者中,没有发现室内灰尘内毒素与死亡率之间的显著关联。结论:吸入性变应原致敏的成人暴露于室内粉尘内毒素与全因死亡率有关。
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Indoor air
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