RESUMO
The associations of polycyclic aromatic hydrocarbon (PAH) exposure with serum uric acid (SUA) or hyperuricemia have been rarely assessed. We aimed to investigate the relationships between urinary PAH metabolites and SUA or hyperuricemia among US adults and to explore the mediating role of systemic inflammation in the associations. A total of 10,307 US adults were conducted to assess the associations of seven urinary hydroxyPAH with SUA and hyperuricemia and evaluate the role of C-reactive protein (CRP), a biomarker of systemic inflammation, in such associations. Results showed that each 1-unit increase in ln-transformed 2-hydroxynaphthalene (2-OHNa), 1-hydroxyphenanthrene (1-OHPh), 2&3-hydroxyphenanthrene (2&3-OHPh) and total hydroxyphenanthrene (ΣOHPh) was associated with a 1.68 (95% confidence interval (CI): 0.19 to 3.17), 2.46 (0.78 to 4.13), 3.34 (1.59 to 5.09), and 2.99 (1.23 to 4.75) µmol/L increase in SUA, and a 8% (odds ratio (OR): 1.08, 1.02 to 1.15), 9% (OR: 1.09, 1.02 to 1.18), 13% (OR: 1.13, 1.05 to 1.22), and 12% (OR: 1.12, 95% CI: 1.03, 1.21) increase in hyperuricemia, respectively. Co-exposure of seven PAHs was positively associated with SUA and hyperuricemia, with 2&3-OHPh showing the highest weight (components weights: 0.83 and 0.78, respectively). The CRP mediated 11.47% and 10.44% of the associations of ΣOHPh and 2&3-OHPh with SUA and mediated 8.60% and 8.62% in associations of ΣOHPh and 2&3-OHPh with hyperuricemia, respectively. In conclusion, internal levels of PAH metabolites were associated with elevated SUA levels and the increased risk of hyperuricemia among US adults, and CRP played a mediating role in the associations.
Assuntos
Exposição Ambiental , Hiperuricemia , Inflamação , Hidrocarbonetos Policíclicos Aromáticos , Ácido Úrico , Humanos , Hidrocarbonetos Policíclicos Aromáticos/toxicidade , Ácido Úrico/sangue , Inflamação/sangue , Hiperuricemia/sangue , Adulto , Masculino , Feminino , Exposição Ambiental/estatística & dados numéricos , Exposição Ambiental/efeitos adversos , Pessoa de Meia-Idade , Biomarcadores/sangue , Proteína C-Reativa/análise , Estados Unidos/epidemiologiaRESUMO
In this chapter, we describe a multi-purpose, reversed-phase liquid chromatography-high-resolution mass spectrometry (LC-HRMS) workflow for acquiring high-quality, non-targeted exposomics data utilizing data-dependent acquisition (DDA) combined with the use of toxicant inclusion lists for semi-targeted analysis. In addition, we describe expected retention times for >160 highly diverse xenobiotics in human plasma and serum samples. The method described is intended to serve as a generic LC-HRMS exposomics workflow for research and educational purposes. Moreover, it may be employed as a primer, allowing for further adaptations according to specialized research needs, e.g., by including reference and/or internal standards, by expanding to data-independent acquisition (DIA), or by modifying the list of compounds prioritized in fragmentation experiments (MS2).
Assuntos
Espectrometria de Massas , Humanos , Cromatografia Líquida/métodos , Espectrometria de Massas/métodos , Fluxo de Trabalho , Metabolômica/métodos , Xenobióticos/análise , Cromatografia de Fase Reversa/métodos , Espectrometria de Massas em Tandem/métodos , Exposição Ambiental/análiseRESUMO
Heavy metals such as lead, cadmium, mercury, and arsenic are prevalent in the environment due to both natural and anthropogenic sources, leading to significant public health concerns. These heavy metals are known to cause damage to the nervous system, potentially leading to a range of neurological conditions including Alzheimer's disease (AD), Parkinson's disease (PD), amyotrophic lateral sclerosis (ALS), multiple sclerosis (MS), and attention-deficit hyperactivity disorder (ADHD). The present study examines the complex relationship between heavy metal exposure and AD, focusing on the underlying mechanisms of toxicity and potential therapeutic approaches. This review article highlights how these metals can impair brain function through mechanisms such as oxidative stress, inflammation, and neurotransmitter disruption, ultimately contributing to neurodegenerative diseases like AD. It also addresses the challenges in diagnosing heavy metal-induced cognitive impairments and emphasizes the need for further research to explore effective treatment strategies and preventive measures against heavy metal exposure.
Assuntos
Doença de Alzheimer , Metais Pesados , Humanos , Doença de Alzheimer/induzido quimicamente , Metais Pesados/efeitos adversos , Animais , Estresse Oxidativo/efeitos dos fármacos , Estresse Oxidativo/fisiologia , Exposição Ambiental/efeitos adversos , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismoRESUMO
This study investigated environmental distribution and human exposure of polycyclic aromatic hydrocarbons (PAHs) and their derivatives in one Chinese petroleum refinery facility. It was found that, following with high concentrations of 16 EPA PAHs (∑Parent-PAHs) in smelting subarea of studied petroleum refinery facility, total derivatives of PAHs [named as XPAHs, including nitro PAHs (NPAHs), chlorinated PAHs (Cl-PAHs), and brominated PAHs (Br-PAHs)] in gas (mean= 1.57 × 104 ng/m3), total suspended particulate (TSP) (mean= 4.33 × 103 ng/m3) and soil (mean= 4.37 × 103 ng/g) in this subarea had 1.76-6.19 times higher levels than those from other subareas of this facility, surrounding residential areas and reference areas, indicating that petroleum refining processes would lead apparent derivation of PAHs. Especially, compared with those in residential and reference areas, gas samples in the petrochemical areas had higher ∑NPAH/∑PAHs (mean=2.18), but lower ∑Cl-PAH/∑PAHs (mean=1.43 × 10-1) and ∑Br-PAH/∑PAHs ratios (mean=7.49 × 10-2), indicating the richer nitrification of PAHs than chlorination during petrochemical process. The occupational exposure to PAHs and XPAHs in this petroleum refinery facility were 24-343 times higher than non-occupational exposure, and the ILCR (1.04 × 10-4) for petrochemical workers was considered to be potential high risk. Furthermore, one expanded high-resolution screening through GC Orbitrap/MS was performed for soils from petrochemical area, and another 35 PAHs were found, including alkyl-PAHs, phenyl-PAHs and other species, indicating that profiles and risks of PAHs analogs in petrochemical areas deserve further expanded investigation.
Assuntos
Monitoramento Ambiental , Petróleo , Hidrocarbonetos Policíclicos Aromáticos , Hidrocarbonetos Policíclicos Aromáticos/análise , China , Petróleo/análise , Humanos , Indústria de Petróleo e Gás , Exposição Ambiental/análise , Poluentes Atmosféricos/análise , Medição de RiscoRESUMO
Non-ferrous metal smelting poses significant risks to public health. Specifically, the copper smelting process releases arsenic, a semi-volatile metalloid, which poses an emerging exposure risk to both workers and nearby residents. To comprehensively understand the internal exposure risks of metal(loid)s from copper smelting, we explored eighteen metal(loid)s and arsenic metabolites in the urine of both occupational and non-occupational populations using inductively coupled plasma mass spectrometry with high-performance liquid chromatography and compared their health risks. Results showed that zinc and copper (485.38 and 14.00 µg/L), and arsenic, lead, cadmium, vanadium, tin and antimony (46.80, 6.82, 2.17, 0.40, 0.44 and 0.23 µg/L, respectively) in workers (n=179) were significantly higher compared to controls (n=168), while Zinc, tin and antimony (412.10, 0.51 and 0.15 µg/L, respectively) of residents were significantly higher than controls. Additionally, workers had a higher monomethyl arsenic percentage (MMA%), showing lower arsenic methylation capacity. Source appointment analysis identified arsenic, lead, cadmium, antimony, tin and thallium as co-exposure metal(loid)s from copper smelting, positively relating to the age of workers. The hazard index (HI) of workers exceeded 1.0, while residents and control were approximately at 1.0. Besides, all three populations had accumulated cancer risks exceeding 1.0 × 10-4, and arsenite (AsIII) was the main contributor to the variation of workers and residents. Furthermore, residents living closer to the smelting plant had higher health risks. This study reveals arsenic exposure metabolites and multiple metals as emerging contaminants for copper smelting exposure populations, providing valuable insights for pollution control in non-ferrous metal smelting.
Assuntos
Metalurgia , Exposição Ocupacional , Humanos , Exposição Ocupacional/análise , Exposição Ambiental/estatística & dados numéricos , Metais/urina , Metais/análise , Medição de Risco , Arsênio/análise , Monitoramento Ambiental , Adulto , Poluentes Ambientais/análise , Pessoa de Meia-IdadeRESUMO
Growing evidences showed that heavy metals exposure may be associated with metabolic diseases. Nevertheless, the mechanism underlying arsenic (As) exposure and metabolic syndrome (MetS) risk has not been fully elucidated. So we aimed to prospectively investigate the role of serum uric acid (SUA) on the association between blood As exposure and incident MetS. A sample of 1045 older participants in a community in China was analyzed. We determined As at baseline and SUA concentration at follow-up in the Yiwu Elderly Cohort. MetS events were defined according to the criteria of the International Diabetes Federation (IDF). Generalized linear model with log-binominal regression model was applied to estimate the association of As with incident MetS. To investigate the role of SUA in the association between As and MetS, a mediation analysis was conducted. In the fully adjusted log-binominal model, per interquartile range increment of As, the risk of MetS increased 1.25-fold. Compared with the lowest quartile of As, the adjusted relative risk (RR) of MetS in the highest quartile was 1.42 (95% confidence interval, CI: 1.03, 2.00). Additionally, blood As was positively associated with SUA, while SUA had significant association with MetS risk. Further mediation analysis demonstrated that the association of As and MetS risk was mediated by SUA, with the proportion of 15.7%. Our study found higher As was remarkably associated with the elevated risk of MetS in the Chinese older adults population. Mediation analysis indicated that SUA might be a mediator in the association between As exposure and MetS.
Assuntos
Arsênio , Exposição Ambiental , Síndrome Metabólica , Ácido Úrico , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Arsênio/sangue , Arsênio/toxicidade , China/epidemiologia , População do Leste Asiático , Exposição Ambiental/efeitos adversos , Síndrome Metabólica/epidemiologia , Síndrome Metabólica/induzido quimicamente , Síndrome Metabólica/sangue , Ácido Úrico/sangueRESUMO
Arsenic-related oxidative stress and resultant diseases have attracted global concern, while longitudinal studies are scarce. To assess the relationship between arsenic exposure and systemic oxidative damage, we performed two repeated measures among 5236 observations (4067 participants) in the Wuhan-Zhuhai cohort at the baseline and follow-up after 3 years. Urinary total arsenic, biomarkers of DNA oxidative damage (8-hydroxy-2'-deoxyguanosine (8-OHdG)), lipid peroxidation (8-isoprostaglandin F2alpha (8-isoPGF2α)), and protein oxidative damage (protein carbonyls (PCO)) were detected for all observations. Here we used linear mixed models to estimate the cross-sectional and longitudinal associations between arsenic exposure and oxidative damage. Exposure-response curves were constructed by utilizing the generalized additive mixed models with thin plate regressions. After adjusting for potential confounders, arsenic level was significantly and positively related to the levels of global oxidative damage and their annual increased rates in dose-response manners. In cross-sectional analyses, each 1% increase in arsenic level was associated with a 0.406% (95% confidence interval (CI): 0.379% to 0.433%), 0.360% (0.301% to 0.420%), and 0.079% (0.055% to 0.103%) increase in 8-isoPGF2α, 8-OHdG, and PCO, respectively. More importantly, arsenic was further found to be associated with increased annual change rates of 8-isoPGF2α (ß: 0.147; 95% CI: 0.130 to 0.164), 8-OHdG (0.155; 0.118 to 0.192), and PCO (0.050; 0.035 to 0.064) in the longitudinal analyses. Our study suggested that arsenic exposure was not only positively related with global oxidative damage to lipid, DNA, and protein in cross-sectional analyses, but also associated with annual increased rates of these biomarkers in dose-dependent manners.
Assuntos
Arsênio , Exposição Ambiental , Estresse Oxidativo , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , 8-Hidroxi-2'-Desoxiguanosina , Arsênio/toxicidade , Biomarcadores/urina , China , Estudos Transversais , Dano ao DNA , População do Leste Asiático , Exposição Ambiental/efeitos adversos , Poluentes Ambientais/toxicidade , Peroxidação de Lipídeos/efeitos dos fármacos , Estudos Longitudinais , Estresse Oxidativo/efeitos dos fármacosRESUMO
Personal care products (PCPs) are a class of emerging pollutants that have attracted public concern owing to their harmful effects on humans and the environment. Biomonitoring data is valuable for insight the levels of PCPs in the human body and can be crucial for identifying potential health hazards. To gain a better understanding of timely exposure profiles and health risk of reproductive-age population to PCPs, we determined six parabens, six benzophenone-type ultraviolet filters, and three disinfectants in 256 urine samples collected from young adults aged 18-44 years in Beijing, China. The urinary levels of benzophenone-3 (BP-3) and 4-hydroxybenzophenone (4-OHBP) were significantly higher in summer compared to winter, suggesting these compounds have different seasonal usage patterns. Moreover, the total concentration of 15 PCPs in female was 430 ng/mL, approximately two times higher than that in male. Pchloro-m-xylenol (PCMX), as a new type of antibacterial agent, has the greatest level among all target analytes, indicating the increasingly use of this antibacterial alternative recently. Five potential influencing factors that lead to the elevated exposure level of PCPs were identified. Over 19% of the target population had a high hazard index value (greater than 1) which was attributed to exposure to propyl paraben (PrP), benzophenone-1 (BP-1), BP-3 and PCMX, indicating that PCPs may pose a relatively high exposure risk at environmental levels that should be a cause for concern.
Assuntos
Cosméticos , Exposição Ambiental , Humanos , Adulto , Adulto Jovem , Medição de Risco , Feminino , Masculino , Adolescente , Cosméticos/análise , Exposição Ambiental/estatística & dados numéricos , Exposição Ambiental/análise , Pequim , Poluentes Ambientais/análise , Benzofenonas/urina , Monitoramento AmbientalRESUMO
With the continuous control of anthropogenic emissions, China's air quality has improved significantly in recent years. Given this background, research on how the short-term exposure risks caused by air pollution in China have changed is insufficient. This study utilized hourly concentration data from ground observation stations and the official air quality guidelines of the Ministry of Ecology and Environment of China and the World Health Organization as standards to systematically investigate the spatiotemporal characteristics and short-term exposure risks of air pollution in China from 2015 to 2022. The results indicate that various atmospheric pollutants except for ozone showed a decreasing trend yearly. Nationwide, both single pollutant air pollution days (SAPDs) and multiple pollutant air pollution days (MAPDs) showed varying degrees of reduction within 15 and 25 days, respectively. SAPD was dominated mainly by excessive PM2.5 and PM10 pollutants, while MAPD was dominated mainly by excessive pollutant combinations, including PM2.5 + PM10, CO + PM2.5 + PM10, and SO2 + PM2.5 + PM10. As the concentration of atmospheric pollutants decreased, the total excess risk (ER) decreased yearly from 2015 to 2022, but there were significant regional differences. Now, the ER is less than 0.25% in southern China, in the range of 0.25%-0.5% in the North China Plain and some cities in the northeast, and higher than 1% in the northwest. Particulate matter is currently the primary pollutant posing short-term exposure risk in China, especially due to the impact of sandstorm weather. This study indicates that China's atmospheric cleaning action is significantly beneficial for reducing health risks.
Assuntos
Poluentes Atmosféricos , Poluição do Ar , Exposição Ambiental , Monitoramento Ambiental , Material Particulado , China , Poluição do Ar/estatística & dados numéricos , Poluentes Atmosféricos/análise , Material Particulado/análise , Humanos , Medição de RiscoRESUMO
Endocrine-disrupting chemicals (EDCs) are compounds, either natural or man-made, that interfere with the normal functioning of the endocrine system. There is increasing evidence that exposure to EDCs can have profound adverse effects on reproduction, metabolic disorders, neurological alterations, and increased risk of hormone-dependent cancer. Stem cells (SCs) are integral to these pathological processes, and it is therefore crucial to understand how EDCs may influence SC functionality. This review examines the literature on different types of EDCs and their effects on various types of SCs, including embryonic, adult, and cancer SCs. Possible molecular mechanisms through which EDCs may influence the phenotype of SCs are also evaluated. Finally, the possible implications of these effects on human health are discussed. The available literature demonstrates that EDCs can influence the biology of SCs in a variety of ways, including by altering hormonal pathways, DNA damage, epigenetic changes, reactive oxygen species production and alterations in the gene expression patterns. These disruptions may lead to a variety of cell fates and diseases later in adulthood including increased risk of endocrine disorders, obesity, infertility, reproductive abnormalities, and cancer. Therefore, the review emphasizes the importance of raising broader awareness regarding the intricate impact of EDCs on human health.
Assuntos
Disruptores Endócrinos , Células-Tronco , Disruptores Endócrinos/toxicidade , Humanos , Células-Tronco/efeitos dos fármacos , Poluentes Ambientais/toxicidade , Exposição AmbientalRESUMO
OBJECTIVES: We aimed to describe the characteristics of traditional eye cosmetics and cultural powders, including the types, lead concentrations, origin, and regional variation in product names, and assess the differences in blood lead levels (BLLs) between product users and non-users. METHODS: We analyzed 220 samples of traditional eye cosmetics and cultural powders collected in New York City between 2013 and 2022 during lead poisoning investigations and store surveys. We compared the BLLs of children who used these products with those of non-users. RESULTS: Lead levels in traditional eye cosmetics surma and kohl were much higher than levels in kajal and other cultural powders. Although the terminologies surma, kohl, and kajal are often used interchangeably, findings suggest regional variations in the product names. The majority of the surma in this study were from Pakistan, kohl was from Morocco, and kajal was from India. The results also show that these products can contribute to elevated BLLs in children. CONCLUSIONS: Our study reveals that traditional eye cosmetics and cultural powders are used among children as young as newborns, and exposure to these products can significantly add to their lead body burden. The study findings also reveal that lead concentrations in these products can vary by product type and product names can vary by region. Public health officials must be cognizant of these unique variations and use culturally appropriate terminologies for these types of products because such distinctions can be critical when conducting risk assessments, risk communication, and risk reduction activities.
Assuntos
Cosméticos , Intoxicação por Chumbo , Chumbo , Pós , Humanos , Cosméticos/química , Chumbo/sangue , Chumbo/análise , Intoxicação por Chumbo/sangue , Intoxicação por Chumbo/epidemiologia , Intoxicação por Chumbo/prevenção & controle , Criança , Cidade de Nova Iorque , Pré-Escolar , Feminino , Exposição Ambiental/efeitos adversos , Masculino , Lactente , Índia , Recém-Nascido , PaquistãoRESUMO
CONTEXT: Lead exposures among school-age children are a major public health issue. Although the harmful effects of lead exposure during the first years of life are well known, there is not as much understanding of the effects of low levels of lead exposure during later childhood. OBJECTIVES: To review the effects of blood lead levels (BLLs) <10 µg/dL in school-age children and adolescents. DATA SOURCES: We searched Medline, Embase, Global health, CINAHL, Scopus, and Environmental Science Collection databases between January 1, 2000, and May 11, 2023. STUDY SELECTION: We included peer-reviewed English-language articles that presented data on the effects of BLLs <10 µg/dL in individuals ages 5 through 18 years. DATA EXTRACTION: Data on country, population, analytic design, sample size, age, BLLs, outcomes, covariates, and results were extracted. RESULTS: Overall, 115 of 3180 screened articles met the inclusion criteria. The reported mean or median BLL was <5 µg/dL in 98 articles (85%). Of the included articles, 89 (77%) presented some evidence of an association between BLLs <10 µg/dL during school age and detrimental outcomes in a wide range of categories. The strongest evidence of an association was for the outcomes of intelligence quotient and attention-deficit/hyperactivity disorder diagnoses or behaviors. LIMITATIONS: Few articles controlled for BLLs at age <5 years, limiting conclusions about the relation between later BLLs and outcomes. CONCLUSIONS: BLLs <10 µg/dL in school-age children and adolescents may be associated with negative outcomes. This review highlights areas that could benefit from additional investigation.
Assuntos
Chumbo , Humanos , Adolescente , Criança , Chumbo/sangue , Exposição Ambiental/efeitos adversos , Pré-Escolar , Intoxicação por Chumbo/sangue , Intoxicação por Chumbo/epidemiologiaRESUMO
OBJECTIVES: To measure how early childhood exposure to lead affects school behavior from third to eighth grade, measured by the number and days of total school suspensions and out-of-school suspensions (OSS). METHODS: We estimate Poisson models using a cohort of 284 701 students with school records from 2006-2008 in North Carolina. We adjust for demographic and socioeconomic variables and school-grade-year cohort effects, and use coarsened exact matching to ensure similar characteristics across children with blood lead levels (BLLs) 2-10 µg/dL and children in the reference group with BLLs ≤1 µg/dL. RESULTS: BLLs ≥3 µg/dL are positively and significantly associated with all school suspension measures for sixth through eighth graders. The estimated effects on OSS for sixth through eighth graders are larger than the effects on total suspensions. For example, students with BLL = 3 µg/dL receive OSS 16% (95% confidence interval 3.6%-30%) more often and for 22% (95% confidence interval 7.3%-33%) more days than students with BLL ≤1 µg/dL. For third through fifth grade students, we only find a significant effect of lead exposure on suspensions at relatively high BLLs of 8-10 µg/dL. CONCLUSIONS: Our analysis demonstrates that BLL has significant adverse effects on third through eighth grade students' behavior, including at levels below the current Centers for Disease Control and Prevention's blood lead reference value of 3.5 µg/dL. We find that the adverse effects of lead are most strongly associated with more severe disruptive behavior in sixth through eighth graders, as measured by OSS. Our results underscore the long-term benefits of preventing early childhood exposure to lead.
Assuntos
Exposição Ambiental , Chumbo , Humanos , Criança , Chumbo/sangue , Feminino , Masculino , Exposição Ambiental/efeitos adversos , Adolescente , North Carolina/epidemiologia , Instituições Acadêmicas , Comportamento Infantil/efeitos dos fármacos , Intoxicação por Chumbo/epidemiologia , Intoxicação por Chumbo/sangue , Estudos de Coortes , Estudantes/estatística & dados numéricos , Estudantes/psicologiaRESUMO
PURPOSE: To determine the effect of electromagnetic waves of mobile phone stations on several sperm parameters and the male reproductive system. METHODS: This observational study was performed on 216 subjects, aged 18-60 years. Two equal groups of subjects were assigned to group A (study group) if they were living close to cell phone tower stations for at least 6 months and group B (control group) formed from individuals living 100 meters away from cell phone tower stations. Every subject underwent a comprehensive history taking, a clinical assessment, and laboratory testing. RESULTS: Regarding morphology index in the studied groups, the exposed group exhibited a trend of reduced percentage of normal morphology compared to the non-exposed group, with no statistical difference between the two groups. Regarding the total sperm motility (A+B+C) and progressive sperm motility (A+B) in the studied groups, the exposed group showed a trend of decreased total sperm motility and of progressive sperm motility in contrast to the non-exposed group, with no statistical difference between the two groups. CONCLUSIONS: Personal wrong lifestyles with exposure to electromagnetic waves have shown a trend towards a reduced percentage of normal morphology and reduced motility although nonstatistically significant compared with non-exposed populations.
Assuntos
Telefone Celular , Ondas de Rádio , Motilidade dos Espermatozoides , Humanos , Masculino , Adulto , Adolescente , Adulto Jovem , Motilidade dos Espermatozoides/efeitos da radiação , Ondas de Rádio/efeitos adversos , Pessoa de Meia-Idade , Radiação Eletromagnética , Fertilidade/efeitos da radiação , Espermatozoides/efeitos da radiação , Infertilidade Masculina/etiologia , Exposição Ambiental/efeitos adversosRESUMO
Purpose: There is limited understanding of the link between exposure to heavy metals and ischemic stroke (IS). This research aimed to develop efficient and interpretable machine learning (ML) models to associate the relationship between exposure to heavy metals and IS. Methods: The data of this research were obtained from the National Health and Nutrition Examination Survey (US NHANES, 2003-2018) database. Seven ML models were used to identify IS caused by exposure to heavy metals. To assess the strength of the models, we employed 10-fold cross-validation, the area under the curve (AUC), F1 scores, Brier scores, Matthews correlation coefficient (MCC), precision-recall (PR) curves, and decision curve analysis (DCA) curves. Following these tests, the best-performing model was selected. Finally, the DALEX package was used for feature explanation and decision-making visualization. Results: A total of 15,575 participants were involved in this study. The best-performing ML models, which included logistic regression (LR) (AUC: 0.796) and XGBoost (AUC: 0.789), were selected. The DALEX package revealed that age, total mercury in blood, poverty-to-income ratio (PIR), and cadmium were the most significant contributors to IS in the logistic regression and XGBoost models. Conclusion: The logistic regression and XGBoost models showed high efficiency, accuracy, and robustness in identifying associations between heavy metal exposure and IS in NHANES 2003-2018 participants.
Assuntos
AVC Isquêmico , Aprendizado de Máquina , Metais Pesados , Inquéritos Nutricionais , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Estados Unidos , Idoso , Adulto , Exposição Ambiental/efeitos adversos , Exposição Ambiental/estatística & dados numéricosRESUMO
Objectives: To construct an improved air health index (AHI) based on cardiovascular years of life lost (YLL) in Tianjin and assess its utility. Methods: We derived the exposure-response coefficients from time-series models and calculated the excess YLL (EYLL) for simultaneous exposure to air pollution and non-optimum temperature. The AHI was developed using the EYLL at the WHO 2021 Air Quality Guideline annual mean values and optimum temperature as a reference. We assessed the validity of AHI by comparing the correlations and model fit between the AHI, air quality health index (AQHI), and air quality index (AQI) with cause-specific YLLs. Results: Each inter quartile range (IQR) increase in AHI was associated with 256.31 (95%CI: 183.05, 329.57), 150.34 (95%CI: 108.23, 192.46), 90.41 (95%CI: 64.80, 116.02) and 60.80 (95%CI:33.41, 88.18) person-year increments for non-accidental, cardiovascular, ischaemic, and cerebrovascular YLL, respectively. The AHI, in contrast to the AQHI and AQI, showed the strongest correlations with the risks of cause-specific YLLs, both in the total population and subpopulations. Conclusion: The AHI based on cardiovascular YLL has a greater predictive ability for health risks.
Assuntos
Poluição do Ar , Doenças Cardiovasculares , Humanos , China , Doenças Cardiovasculares/epidemiologia , Poluição do Ar/análise , Masculino , Exposição Ambiental , Feminino , Pessoa de Meia-Idade , Idoso , Poluentes Atmosféricos/análiseRESUMO
Background: Growing evidence indicates an association between ambient air pollution and decreased human reproductive potential. This study aims to systematically review the association between air pollutants and female ovarian reserve. Methods: The literature was searched in six electronic databases through June 2024. Screening the 136 articles retrieved for inclusion criteria resulted in the selection of 15 human observational studies that evaluated the effect of environmental pollutants on ovarian reserve markers. The study protocol was registered on the International Prospective Register of Systematic Reviews (PROSPERO, registration code: CRD42023474218). Results: The study design of the selected studies was found to be cross-sectional (2 of 15), retrospective cohort (10 of 15), prospective cohort (2 of 15), and case-control (1 of 15). The study population was distributed as follows: Asians (53%, eight studies), Americans (33%, five studies), and Europeans (14%, two studies). The main findings showed a higher body of evidence for the environmental pollutants PM2.5, PM10, and NO2, while a low body of evidence for PM1, O3, SO2, and a very low body of evidence for benzene, formaldehyde, and benzo(a)pyrene, yet consistently showing significant inverse association data. The overall methodological quality of the selected studies was rated moderated across the 14 domains of the National Institutes of Health (NIH) toolkit. Conclusion: The data suggest that increased exposure to air pollutants seems to be associated with reduced ovarian reserve, with the most substantial evidence for pollutants such as PM2.5, PM10, and NO2. However, more evidence is needed to draw conclusions about causality.
Assuntos
Poluentes Atmosféricos , Reserva Ovariana , Humanos , Feminino , Poluentes Atmosféricos/efeitos adversos , Poluição do Ar/efeitos adversos , Exposição Ambiental/efeitos adversosRESUMO
Background: Air pollution is a known risk factor for cardiovascular diseases, including stroke. This study examines the impact of county-level air pollution on ischemic and hemorrhagic stroke mortality among U.S. individuals aged 65 and older, emphasizing racial and socioeconomic disparities. Methods: Using data from the Center for Disease Control (CDC) Interactive Atlas of Heart Disease and Stroke, we analyzed county-level ischemic stroke mortality rates for older residents between 2016 and 2020. The data on air pollution at the county level, specifically particulate matter (PM2.5) levels, were obtained from the CDC. We applied multivariable linear and logistic regression models to examine the association between PM2.5 levels and stroke mortality, as well as the probability of meeting the Environmental Protection Agency (EPA) air quality standards. Results: County-level analysis revealed a significant correlation (R = 0.68, R2 = 0.48, p < 0.001) between PM2.5 levels and overall stroke mortality. For every 1 µg/m3 increase in PM2.5, there was an increase of 1.89 ischemic stroke deaths per 100,000 residents. Racial and socioeconomic disparities were evident. Counties with predominantly Black populations exhibited a stark disparity, with each 1 µg/m3 increase in PM2.5 correlating with a significant rise in mortality, amounting to 5.81 additional deaths per 100,000 residents. Persistently poor counties displayed vulnerability, experiencing a 4.05 increase in ischemic stroke deaths per 100,000 residents for every 1 µg/m3 increase in PM2.5 levels. Conversely, in counties with a White majority and counties without a persistent state of poverty, the associated increases in stroke mortality per 100,000 residents for every 1 µg/m3 rise in county-level PM2.5 were 1.85 and 1.60, respectively. Counties with a majority of Black residents were over twice as likely to be non-compliant with EPA air quality standards compared to predominantly White counties (aOR 2.36 95% CI: 1.27-4.38, p = 0.006). Conclusion: This study underscores the significant impact of county-level air pollution, particularly PM2.5, on ischemic stroke mortality among older U.S. residents. Our findings indicate that counties with predominantly Black populations and those experiencing persistent poverty not only suffer from higher mortality rates but also are more likely to be non-compliant with EPA air quality standards. Targeted interventions and policies are urgently needed to reduce air pollution in these vulnerable communities and promote equitable public health outcomes.
Assuntos
Poluição do Ar , Material Particulado , Acidente Vascular Cerebral , Humanos , Poluição do Ar/efeitos adversos , Idoso , Estados Unidos/epidemiologia , Feminino , Masculino , Material Particulado/análise , Material Particulado/efeitos adversos , Acidente Vascular Cerebral/mortalidade , Fatores Socioeconômicos , Idoso de 80 Anos ou mais , Fatores de Risco , Desigualdades de Saúde , Exposição Ambiental/efeitos adversos , Exposição Ambiental/estatística & dados numéricosRESUMO
Epidemiological studies have established a link between air pollution and an elevated risk of type 2 diabetes mellitus (T2DM). This study aims to measure the impact of T2DM related to fine particulate matter (PM2.5) pollution by examining death rates and disability-adjusted life years (DALYs) from 1990 to 2019 in the United States of America. Using data from the Global Burden of Disease (GBD) database, we examined death and DALY rates per 100,000 populations in T2DM patients, specifically focusing on ambient particulate matter pollution (APMP) and household air pollution (HAP). We assessed average annual percentage change (AAPC) across various age and gender groups, states, and socio-demographic index (SDI) categories. Our findings reveal a significant decline in death rates and DALYs in the United States of America over the last 30 years, with more pronounced decreases among females and older adults. Despite national progress, state-level variations indicate complex interactions between environmental regulations, healthcare access, and socio-economic factors. Some states, such as Oregon, Idaho, and Alaska, exhibited increased AAPC. Our study emphasizes the need for targeted policies and interventions to reduce PM2.5 exposure and further address regional disparities, ensuring continued improvement in public health outcomes.
Assuntos
Poluição do Ar , Diabetes Mellitus Tipo 2 , Carga Global da Doença , Material Particulado , Humanos , Material Particulado/efeitos adversos , Material Particulado/análise , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/etiologia , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Poluição do Ar/efeitos adversos , Adulto , Estados Unidos/epidemiologia , Exposição Ambiental/efeitos adversos , Poluentes Atmosféricos/efeitos adversos , Poluentes Atmosféricos/análise , Anos de Vida Ajustados por Deficiência , Idoso de 80 Anos ou maisRESUMO
OBJECTIVE: Our aim was to comprehensively investigate the relationship between blood volatile organic compounds (VOCs) and kidney stone prevalence for U.S. adults. METHODS: In this cross-sectional study, 10,052 participants from the 2007-2020 National Health and Nutrition Examination Survey (NHANES) were included. Multivariate logistic regression model was employed to investigate the association between 9 blood VOCs and kidney stones. We explored the dose-response relationship between blood VOCs and kidney stones using restricted cubic spline (RCS) analysis. Additionally, weighted quantile sum (WQS) regression model was performed to assess the overall association of 9 blood VOCs with kidney stones. Finally, subgroup analyses were conducted to identify the findings in different populations at high prevalence. RESULTS: Logistic regression analysis and dose-response risk curves revealed that blood benzene (aOR = 1.308, 95% CI: 1.118-1.530, P = 0.001), blood ethylbenzene (aOR = 1.280, 95% CI: 1.054-1.554, P = 0.013), blood m-/p-xylene (aOR = 1.187, 95% CI: 1.008-1.398, P = 0.040), blood 2,5-dimethylfuran (aOR = 1.319, 95% CI: 1.135-1.533, P < 0.001) and blood furan (aOR = 1.698, 95% CI: 1.305-2.209, P < 0.001) were positively associated with the prevalence of kidney stones. WQS regression analysis revealed that exposure to mixed blood VOCs was positively correlated with kidney stone prevalence (OR = 1.34, 95% CI: 1.14-1.57), with furans carrying the greatest weight. Subgroup analyses suggested that kidney stones were more susceptible to the effects of blood VOCs in young and middle-aged, female, overweight and obese, non-hypertensive, and non-diabetic populations. CONCLUSIONS: In this study, the results indicated that high VOC exposure was positively and independently associated with kidney stones in U.S. adults. This finding highlighted the need for public health strategies to reduce VOC exposure and its role in kidney stone prevention and treatment.