Quantifying the Public Health Impacts of karenia brevis (Florida red tide) Algae Bloom Exposure along Florida's Gulf Coast.

IF 8.4 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Chengrong Wang, Andres Manrique, Nicholas J Chin, Kathryn Rohlwing, Jiang Bian, David Kaplan, Mattia Prosperi, Yi Guo
{"title":"Quantifying the Public Health Impacts of karenia brevis (Florida red tide) Algae Bloom Exposure along Florida's Gulf Coast.","authors":"Chengrong Wang, Andres Manrique, Nicholas J Chin, Kathryn Rohlwing, Jiang Bian, David Kaplan, Mattia Prosperi, Yi Guo","doi":"10.1093/inteam/vjaf140","DOIUrl":null,"url":null,"abstract":"<p><p>Florida red tide (Karenia brevis) blooms release brevetoxins, potentially impacting respiratory, gastrointestinal, and neurological health. Multiple studies have identified associations between red tide exposure and various health condition, particularly respiratory. However, there remains a need to further elucidate the causal mechanisms underlying these associations and to more precisely estimate the magnitude of their effects. This study aimed to estimate the causal effect of K. brevis exposure on acute respiratory, gastrointestinal, and neurological conditions using a large cohort, clinically validated diagnoses, and a comprehensive set of potential individual-level and community-level confounders. An observational cohort was derived using electronic health record data from a large clinical research data network covering >60% of healthcare providers in Florida. West coast residents within 5 km of the shoreline were included. Monthly K. brevis concentrations were categorized and linked to acute diagnoses from 2012 to 2019. Generalized estimating equations, incorporating an adjustment set calculated from an expert-reviewed directed acyclic graph (DAG), were used to estimate the causal effects of red tide on the diagnoses. Assuming correct model specification and the absence of unmeasured confounding or selection bias, red tide exposure showed a weak effect on increasing risk of acute respiratory (aOR = 1.001 per log cells/L increase, p = 0.012) and gastrointestinal conditions (aOR = 1.002 per log cells/L increase, p = 0.010). No appreciable effect was found for neurological conditions. The interaction between wind and red tide suggested that onshore winds combined with higher red tide levels may exacerbate the risk of respiratory and gastrointestinal illness. This causal analysis brings further evidence that red tide exposure may increase the risk of acute respiratory and gastrointestinal illness, albeit with small effect sizes, contingent on the validity of our causal model assumptions. Thus, environmental policies apt to reduce K. brevis growth in the Florida west coast might also produce positive public health effects.</p>","PeriodicalId":13557,"journal":{"name":"Integrated Environmental Assessment and Management","volume":" ","pages":""},"PeriodicalIF":8.4000,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Integrated Environmental Assessment and Management","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1093/inteam/vjaf140","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Florida red tide (Karenia brevis) blooms release brevetoxins, potentially impacting respiratory, gastrointestinal, and neurological health. Multiple studies have identified associations between red tide exposure and various health condition, particularly respiratory. However, there remains a need to further elucidate the causal mechanisms underlying these associations and to more precisely estimate the magnitude of their effects. This study aimed to estimate the causal effect of K. brevis exposure on acute respiratory, gastrointestinal, and neurological conditions using a large cohort, clinically validated diagnoses, and a comprehensive set of potential individual-level and community-level confounders. An observational cohort was derived using electronic health record data from a large clinical research data network covering >60% of healthcare providers in Florida. West coast residents within 5 km of the shoreline were included. Monthly K. brevis concentrations were categorized and linked to acute diagnoses from 2012 to 2019. Generalized estimating equations, incorporating an adjustment set calculated from an expert-reviewed directed acyclic graph (DAG), were used to estimate the causal effects of red tide on the diagnoses. Assuming correct model specification and the absence of unmeasured confounding or selection bias, red tide exposure showed a weak effect on increasing risk of acute respiratory (aOR = 1.001 per log cells/L increase, p = 0.012) and gastrointestinal conditions (aOR = 1.002 per log cells/L increase, p = 0.010). No appreciable effect was found for neurological conditions. The interaction between wind and red tide suggested that onshore winds combined with higher red tide levels may exacerbate the risk of respiratory and gastrointestinal illness. This causal analysis brings further evidence that red tide exposure may increase the risk of acute respiratory and gastrointestinal illness, albeit with small effect sizes, contingent on the validity of our causal model assumptions. Thus, environmental policies apt to reduce K. brevis growth in the Florida west coast might also produce positive public health effects.

量化佛罗里达海湾沿岸短凯伦氏菌(佛罗里达赤潮)藻华对公众健康的影响。
佛罗里达赤潮(短卡氏菌)的大量繁殖释放出短暂的毒素,潜在地影响呼吸系统、胃肠道和神经系统的健康。多项研究已经确定了接触红潮与各种健康状况之间的联系,尤其是呼吸系统。然而,仍有必要进一步阐明这些关联的因果机制,并更准确地估计其影响的程度。本研究旨在通过大型队列、临床验证的诊断和一套全面的潜在个人水平和社区水平混杂因素,估计短克雷伯氏菌暴露对急性呼吸道、胃肠道和神经系统疾病的因果影响。一项观察性队列研究使用了一个大型临床研究数据网络的电子健康记录数据,该网络覆盖了佛罗里达州60%的医疗保健提供者。海岸线5公里范围内的西海岸居民也包括在内。从2012年到2019年,每月短暂克雷伯菌浓度被分类并与急性诊断相关联。广义估计方程,结合由专家评审的有向无环图(DAG)计算的调整集,用于估计赤潮对诊断的因果影响。假设模型规范正确且不存在未测量的混杂因素或选择偏差,赤潮暴露对急性呼吸道疾病(aOR = 1.001 / log cells/L增加,p = 0.012)和胃肠道疾病(aOR = 1.002 / log cells/L增加,p = 0.010)的风险增加有微弱影响。对神经系统疾病没有发现明显的影响。风和红潮之间的相互作用表明,陆上风加上较高的红潮水平可能会加剧呼吸道和胃肠道疾病的风险。这一因果分析提供了进一步的证据,表明赤潮暴露可能会增加急性呼吸道和胃肠道疾病的风险,尽管影响规模很小,取决于我们因果模型假设的有效性。因此,有利于减少佛罗里达西海岸短链乳杆菌生长的环境政策也可能产生积极的公共卫生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Integrated Environmental Assessment and Management
Integrated Environmental Assessment and Management ENVIRONMENTAL SCIENCESTOXICOLOGY&nbs-TOXICOLOGY
CiteScore
5.90
自引率
6.50%
发文量
156
期刊介绍: Integrated Environmental Assessment and Management (IEAM) publishes the science underpinning environmental decision making and problem solving. Papers submitted to IEAM must link science and technical innovations to vexing regional or global environmental issues in one or more of the following core areas: Science-informed regulation, policy, and decision making Health and ecological risk and impact assessment Restoration and management of damaged ecosystems Sustaining ecosystems Managing large-scale environmental change Papers published in these broad fields of study are connected by an array of interdisciplinary engineering, management, and scientific themes, which collectively reflect the interconnectedness of the scientific, social, and environmental challenges facing our modern global society: Methods for environmental quality assessment; forecasting across a number of ecosystem uses and challenges (systems-based, cost-benefit, ecosystem services, etc.); measuring or predicting ecosystem change and adaptation Approaches that connect policy and management tools; harmonize national and international environmental regulation; merge human well-being with ecological management; develop and sustain the function of ecosystems; conceptualize, model and apply concepts of spatial and regional sustainability Assessment and management frameworks that incorporate conservation, life cycle, restoration, and sustainability; considerations for climate-induced adaptation, change and consequences, and vulnerability Environmental management applications using risk-based approaches; considerations for protecting and fostering biodiversity, as well as enhancement or protection of ecosystem services and resiliency.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信