Relationship Between Multiple Environmental Exposures and CVD Incidence and Survival: Vulnerability and Susceptibility
Relationship Between Multiple Environmental Exposures and CVD Incidence and Survival: Vulnerability and Susceptibility
批准号:
10310468
负责人:
Francesca Dominici
金额:
$64.3万
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-12-15 至 2023-11-30
关键词:
AddressAdverse effectsAffectAgeAir PollutantsAir PollutionAreaCaliberCardiovascular DiseasesCharacteristicsChronicCollectionComputer softwareDataDietDiseaseEnsureEnvironmentEnvironmental EpidemiologyEnvironmental ExposureEventExposure toFollow-Up StudiesGoalsGreen spaceHealthHealth InsuranceHealth ProfessionalHospitalizationIncidenceIndividualInterventionKnowledgeLeadLife StyleLinkMeasurementMeasuresMedical RecordsMedicareMedicare claimMethodsModelingModificationMorbidity - disease rateMyocardial InfarctionNitrogen DioxideNurses&apos Health StudyOzoneParticulate MatterPhysical activityPoliciesPopulation HeterogeneityPredispositionProspective cohortProviderRaceReproducibilityResearchRiskSmokingStatistical MethodsSurveysTechniquesTemperatureTestingTimeUncertaintyWeatherbasebeneficiarycardiovascular disorder riskcohortcomorbiditycontextual factorsenvironmental agentextreme temperaturefine particleshigh riskinsightknowledge baselifestyle factorsmortalitymortality risknovelopen sourcepreventpublic health relevanceracial diversitysexsimulationsocial epidemiologystudy populationwalkability
中文摘要
项目总结
心血管疾病(CVD)是美国和全世界发病率和死亡率的主要原因。
研究提供了强有力的证据表明,长期接触许多空气污染物(例如颗粒物和2.5
直径微米(PM2.5)、臭氧、二氧化氮(NO2)和天气变量(例如夏季温度
多变性、热浪和寒潮)与心血管疾病有关。然而,这些研究中的大多数都估计了
一次只长期接触一种环境制剂,很少对潜在的
其他因素的影响令人困惑。在现实中,我们暴露在这些空气污染物和天气变量中
同时。因此,如果没有严格的方法来估计与多个
如果暴露于这种环境中,健康负担可能会被低估。除了严谨和全面的
要量化这些对健康的影响,重要的是要确定易感性的特征并确定影响因素
因此,多次暴露的健康后果是可以预防和减少的。虽然与生俱来
假设特征、生活方式和背景因素会加重或减轻不良反应。
关于它们对健康的影响,人们对它们与多种暴露的潜在相互作用知之甚少。具体地说,非常
关于1)哪些生活方式因素(如体力活动、饮食、吸烟)可以减轻或进一步缓解
加剧空气污染和气温的不利影响;2)哪些背景措施(例如
可步行、绿地)可以减轻这些风险;以及4)多次暴露是否也会影响患者在
非致命性心肌梗死(MI)。此外,还没有一项研究能够考虑现实世界的情况
多种修饰因素同时作用的结果。
这项提议的目标是全面解决这些知识差距。我们有权访问
史无前例地收集了五个以美国为基地的大型队列,他们拥有丰富的时变信息
生活方式因素、住址和病历确诊病例:护士健康研究(NHS),
护士健康研究II(NHSII),卫生专业人员随访研究(HPFS),整个队列
联邦医疗保险参保人(MC),以及链接到联邦医疗保险索赔数据(MC-
MCBS)。我们的具体目标是开发新的方法,在多重接触的背景下评估多重暴露
混淆和效果修正;评估长期接触多个
环境因素(空气污染和天气)对心血管疾病风险、死亡率和非致命性心肌梗死后存活的影响;
并表征多种环境暴露、固有特征、上下文
和生活方式因素。
英文摘要
PROJECT SUMMARY
Cardiovascular disease (CVD) is a leading cause of morbidity and mortality in the US and worldwide.
Studies provide strong evidence that long-term exposures to many air pollutants (e.g. particulate matter < 2.5
microns in diameter (PM2.5), ozone, nitrogen dioxide (NO2) and weather variables (e.g. summer temperature
variability, heat and cold waves) are associated with CVD. However most of these studies estimate the impact
of long-term exposure to only one environmental agent at a time, only infrequently adjusting for the potential
confounding effects of the others. In reality we are exposed to these air pollutants and weather variables
simultaneously. Therefore without rigorous approaches to estimate the health effects associated with multiple
exposures, the health burden will likely be underestimated. In addition to a rigorous and comprehensive
quantification of these health effects, it is important to characterize susceptibility and identify modifying factors
so the health consequences of multiple exposures can be prevented and reduced. While inherent
characteristics, lifestyle, and contextual factors are hypothesized to either exacerbate or mitigate adverse
health effects, very little is known regarding their potential interaction with multiple exposures. Specifically, very
little is known regarding 1) which lifestyle factors (e.g. physical activity, diet, smoking) can mitigate or further
exacerbate adverse effects of both air pollution and temperature; 2) which contextual measures (e.g.
walkability, green space) can mitigate these risks; and 4) whether multiple exposures also affect survival after
a non-fatal myocardial infarction (MI). Furthermore, no study has been able to consider the real-world situation
of the simultaneous effects of multiple modifying factors.
The goals of this proposal are to comprehensively address these gaps of knowledge. We have access
to an unprecedented collection of five large US-based cohorts with a wealth of time-varying information on
lifestyle factors, residential addresses, and medical record confirmed cases: the Nurses' Health Study (NHS),
the Nurses' Health Study II (NHSII), the Health Professionals' Follow-up Study (HPFS), the whole cohort of
Medicare enrollees (MC), and the Medicare Current Beneficiary Survey linked to Medicare Claims data (MC-
MCBS). Our specific aims are to develop new methods to assess multiple exposures in the context of multiple
confounding and effect modification; to assess the association between long-term exposure to multiple
environmental agents (air pollution and weather) on risk of CVD, mortality, and survival after a non-fatal MI;
and to characterize interactions between multiple environmental exposures, inherent characteristics, contextual
and lifestyle factors.
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DOI:
10.1080/01621459.2020.1803883
发表时间:
2020-09-16
期刊:
Journal of the American Statistical Association
影响因子:
3.7
作者:
[Nethery RC, Mealli F, Sacks JD, Dominici F]
通讯作者:
Dominici F
Association Between Hurricane Sandy and Emergency Department Visits in New York City by Age and Cause.
按年龄和原因划分的飓风桑迪与纽约市急诊科就诊之间的关联。
DOI:
10.1093/aje/kwab127
发表时间:
2021
期刊:
American journal of epidemiology
影响因子:
5
作者:
[Weinberger,KateR, Kulick,ErinR, Boehme,AmeliaK, Sun,Shengzhi, Dominici,Francesca, Wellenius,GregoryA]
通讯作者:
Wellenius,GregoryA
ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL GAS COMPRESSOR STATION EXPOSURE ON CANCER MORTALITY.
估计非重叠情况下的人口平均因果效应:天然气压缩机站暴露对癌症死亡率的影响。
DOI:
10.1214/18-aoas1231
发表时间:
2019
期刊:
The annals of applied statistics
影响因子:
--
作者:
[Nethery,RachelC, Mealli,Fabrizia, Dominici,Francesca]
通讯作者:
Dominici,Francesca
Tropical Cyclone Exposures and Risks of Emergency Medicare Hospital Admission for Cardiorespiratory Diseases in 175 Urban United States Counties, 1999-2010.
1999-2010 年美国 175 个城市县的热带气旋暴露和心肺疾病紧急医疗住院风险。
DOI:
10.1097/ede.0000000000001337
发表时间:
2021-05-01
期刊:
Epidemiology (Cambridge, Mass.)
影响因子:
--
作者:
[Yan M, Wilson A, Dominici F, Wang Y, Al-Hamdan M, Crosson W, Schumacher A, Guikema S, Magzamen S, Peel JL, Peng RD, Anderson GB]
通讯作者:
Anderson GB
Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies.
在空气污染研究中使用随机推理发现异质暴露效应。
DOI:
10.1080/01621459.2020.1870476
发表时间:
2021
期刊:
Journal of the American Statistical Association
影响因子:
3.7
作者:
[Lee,Kwonsang, Small,DylanS, Dominici,Francesca]
通讯作者:
Dominici,Francesca
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