Rechtman Elza, Rodriguez Michelle A, Colicino Elena, Hahn Christopher J, Navarro Esmeralda, Invernizzi Azzurra, Dasaro Christopher R, Teitelbaum Susan L, Todd Andrew C, Horton Megan K
Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
World Trade Center Health Program General Responder Data Center, Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Commun Med (Lond). 2024 Dec 9;4(1):257. doi: 10.1038/s43856-024-00683-9.
In the aftermath of the World Trade Center (WTC) attack on 11 September 2001, rescue and recovery workers faced hazardous conditions and toxic agents. Prior research linked these exposures to adverse health effects, but mainly examined individual factors, overlooking complex mixture effects.
This study applies an exposomic approach encompassing the totality of responders' experience, defined as the WTC exposome. We analyzed data from 34,096 members of the WTC Health Program General Responder, including mental and physical health, occupational history, traumatic and environmental exposures using generalized weighted quantile sum regression.
We find a statistically significant association between the exposure mixture index and all investigated health outcomes. Factors identified as risk factors include working in an enclosed heavily contaminated area, construction occupation, and exposure to blood and body fluids. Conversely, full-time employment emerged as a protective factor.
This exposomics study emphasizes the importance of considering combined exposures for the identification of harmful and protective factors within the WTC exposome, providing valuable insights for targeted interventions and preventive measures. In an era marked by more frequent and severe natural disasters due to the evolving climate crisis, the exposomic framework is a promising tool for disaster preparedness.
在2001年9月11日世界贸易中心(WTC)袭击事件发生后,救援和恢复工作人员面临着危险的条件和有毒物质。先前的研究将这些暴露与不良健康影响联系起来,但主要研究的是个体因素,忽略了复杂的混合物效应。
本研究采用一种暴露组学方法,涵盖了所有应急人员的经历,定义为世贸中心暴露组。我们使用广义加权分位数和回归分析了来自世贸中心健康计划一般应急人员的34096名成员的数据,包括心理健康和身体健康、职业史、创伤和环境暴露情况。
我们发现暴露混合物指数与所有调查的健康结果之间存在统计学上的显著关联。被确定为风险因素的包括在封闭的重度污染区域工作、从事建筑行业以及接触血液和体液。相反,全职工作则是一个保护因素。
这项暴露组学研究强调了在识别世贸中心暴露组中的有害和保护因素时考虑综合暴露的重要性,为有针对性的干预措施和预防措施提供了有价值的见解。在因气候危机不断演变而导致自然灾害更加频繁和严重的时代,暴露组学框架是备灾的一个有前景的工具。