Chengrong Wang, Andres Manrique, Nicholas J Chin, Kathryn Rohlwing, Jiang Bian, David Kaplan, Mattia Prosperi, Yi Guo
{"title":"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。","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":"{\"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}","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}
Quantifying the Public Health Impacts of karenia brevis (Florida red tide) Algae Bloom Exposure along Florida's Gulf Coast.
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.
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.