Freeman Rain E, Nguyen Quynh Anh, Haaf Sandy, Salemi Jason L, Bulka Catherine M
College of Public Health, University of South Florida, Tampa, FL, United States.
Department of Mathematics and Statistics, College of Arts and Sciences, University of South Florida, Tampa, FL, United States; Department of Biostatistics & Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, United States.
Chemosphere. 2025 Sep;385:144536. doi: 10.1016/j.chemosphere.2025.144536. Epub 2025 Jun 27.
Algal blooms have been linked to adverse human health, but little is known about early life exposures. This ecologic study leveraged the 2016-2018 'red tide' blooms to investigate effects on birth outcomes among Florida Gulf coast residents. We estimated K. brevis concentrations and prevailing wind directions from June through October annually. We spatiotemporally linked these data with monthly counts of preterm, term low birthweight, and total live births to residents of coastal census tracts. Tract residents were considered 'exposed' when K. brevis in local waters exceeded various thresholds and winds blew onshore. Using a staggered difference-in-differences design, we compared preterm birth and term low birthweight birth rates pre- and post-exposure under different latency scenarios. Among 200 coastal tracts, 85 % neighbored waters where K. brevis exceeded 10,000 cells/L. Elevated K. brevis with onshore winds was associated with a concurrent decrease of 9.52 (95 % CI: 14.70, -4.70) preterm births per 100 live births, though lagged associations were statistically insignificant. Models of term low birthweight, which generally showed null associations for K. brevis elevations, had parallel trends violations, such that the results should be interpreted with caution. Since red tides occur in the warm season and high temperatures can increase the risk of preterm birth, it is possible that bloom-related odors and respiratory irritation prompted pregnant residents to stay indoors, avoiding the heat and potentially explaining the observed protective effect. However, the lack of individual-level, spatiotemporally-refined exposure measurements likely introduced misclassification. Future work should focus on improving exposure assessment methods and controlling for confounding by weather to clarify health risks from red tide exposures during pregnancy.
藻华已被证明与人类健康问题相关,但人们对生命早期暴露于此的情况却知之甚少。这项生态学研究利用2016年至2018年的“赤潮”藻华事件,调查其对佛罗里达州墨西哥湾沿岸居民出生结局的影响。我们每年6月至10月估算短裸甲藻的浓度和盛行风向。我们将这些数据与沿海普查区居民的早产、足月低体重儿和总活产数进行时空关联。当当地水域中的短裸甲藻超过不同阈值且风向为向岸风时,该区域居民被视为“暴露”。采用交错差分设计,我们比较了不同潜伏期情况下暴露前后的早产和足月低体重儿出生率。在200个沿海区域中,85%的区域毗邻短裸甲藻超过10000个细胞/升的水域。短裸甲藻浓度升高且伴有向岸风与每100例活产中早产率同时降低9.5%(95%置信区间:14.70,-4.70)相关,尽管滞后关联在统计学上不显著。足月低体重儿模型通常显示短裸甲藻浓度升高与该情况无关联,但存在平行趋势违背,因此对结果的解释应谨慎。由于赤潮发生在温暖季节,高温会增加早产风险,有可能与藻华相关的气味和呼吸道刺激促使孕妇待在室内,避免高温,这可能解释了观察到的保护作用。然而,缺乏个体层面、时空细化的暴露测量可能导致了错误分类。未来的工作应侧重于改进暴露评估方法并控制天气混杂因素,以明确孕期接触赤潮的健康风险。