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Misclassification of opioid-involvement in drug-related overdose deaths in the United States: A scoping review 美国阿片类药物参与药物过量死亡的错误分类:范围审查
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2024.12.010
Sarah Gutkind , Megan E. Marziali , Emilie Bruzelius , Zachary L. Mannes , Silvia S. Martins , Deborah S. Hasin , Pia M. Mauro

Purpose

Most drug-related deaths in the United States (US) in 2022 involved opioids. However, methodological challenges in overdose surveillance may contribute to underestimation of opioid involvement in the overdose crisis. This scoping review aimed to synthesize existing literature to examine the breadth and contributing sources of misclassification of opioid-related overdose deaths.

Methods

In October 2022, we searched PubMed, Web of Science, and Scopus for studies on overdose surveillance, death certificates, and medicolegal death investigation (MDI) systems in the US published in 2013–2022. Two reviewers independently screened abstracts, reviewed full-texts, and performed data extraction of study characteristics.

Results

We identified 17 studies examining misclassification in drug-related deaths. Across studies, opioid involvement in drug-related deaths was underestimated nationally by 20–35 %. Unspecified drug-related deaths differed by geographic areas and MDI systems and decreased over time. States/counties with coroner MDI systems were more likely to report unspecified overdose deaths than those with medical examiners. Integrating toxicology testing, death scene investigations, and other data with death certificates identified additional opioid-related overdose deaths, particularly those involving heroin.

Conclusions

Findings highlight the need for additional resources for surveillance efforts, training for coroners, and data integration to improve reporting of opioid involvement in overdose deaths to inform interventions.
目的:2022年美国大多数与药物相关的死亡与阿片类药物有关。然而,过量监测中的方法学挑战可能导致阿片类药物在过量危机中的作用被低估。本综述旨在综合现有文献,研究阿片类药物过量死亡错误分类的广度和原因。方法:在2022年10月,我们检索PubMed、Web of Science和Scopus,检索2013-2022年美国发表的关于药物过量监测、死亡证明和医学法律死亡调查(MDI)系统的研究。两名审稿人独立筛选摘要,审查全文,并进行研究特征的数据提取。结果:我们确定了17项研究对药物相关死亡的错误分类。在所有研究中,阿片类药物参与药物相关死亡在全国范围内被低估了20-35%。未指明的药物相关死亡因地理区域和MDI系统而异,并随着时间的推移而减少。有验尸官MDI系统的州/县比有验尸官的州/县更有可能报告未指明的过量死亡。将毒理学测试、死亡现场调查和其他数据与死亡证明相结合,确定了更多与阿片类药物有关的过量死亡,特别是涉及海洛因的死亡。结论:研究结果强调需要为监测工作、验尸官培训和数据整合提供额外资源,以改进阿片类药物涉及过量死亡的报告,为干预措施提供信息。
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引用次数: 0
The challenges of quantifying the effects of housing on health using observational data 利用观测数据量化住房对健康的影响的挑战。
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2024.12.013
Ang Li , Kate Mason , Yuxi Li, Rebecca Bentley
Housing is an often overlooked yet fundamental social determinant of health. Like other social epidemiology exposures, housing faces a tension between the promise of modern causal inference methods and the messy reality of complex social processes and reliance on observational data. We use examples from over a decade of research to illustrate some of the key challenges in undertaking causally focused healthy housing research and demonstrate approaches that have been applied to address these challenges. We reflect on the improved understanding these approaches have delivered, and the key gaps and next steps in generating the evidence required to act on housing as a social determinant of health.
住房是健康的一个经常被忽视的基本社会决定因素。像其他社会流行病学研究一样,住房面临着现代因果推理方法的前景与复杂社会过程的混乱现实以及对观察数据的依赖之间的紧张关系。我们以十多年来的研究为例,说明在进行因果关系为重点的健康住房研究时面临的一些关键挑战,并展示用于解决这些挑战的方法。我们反思了这些方法所带来的更好的理解,以及在收集证据以将住房作为健康的社会决定因素采取行动方面的主要差距和下一步步骤。
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引用次数: 0
Associations of early life body size and pubertal timing with breast density and postmenopausal breast cancer risk: A mediation analysis 早期生活体型和青春期时间与乳腺密度和绝经后乳腺癌风险的关联:中介分析。
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2025.01.004
Dorthe C. Pedersen , Dan Hameiri-Bowen , Julie Aarestrup , Britt W. Jensen , Anne Tjønneland , Lene Mellemkjær , My von Euler-Chelpin , Ilse Vejborg , Zorana J. Andersen , Jennifer L. Baker

Purpose

Whether breast density mediates associations between early life body size and pubertal timing with postmenopausal breast cancer is underexplored.

Methods

We studied 33,939 Danish women attending the Capital Mammography Screening Program at ages 50–69 years. Early life anthropometry and pubertal timing information came from the Copenhagen School Health Records Register. Postmenopausal breast cancer information came from the Danish Breast Cancer Group database (n = 833). Breast density (BI-RADS) was categorized as low (n = 25,464; 75 %) or high. Risk ratios (RR) and hazard ratios (HR) were estimated using generalized linear regression and Cox proportional hazards analyses. Counterfactual mediation analyses were conducted.

Results

Evidence was limited for associations between birthweight and pubertal timing with breast density or breast cancer. Childhood BMI was inversely associated with high breast density (age 13y, RR=0.77 [0.72–0.81] for a z-score of 0.6 versus 0) and breast cancer (HR=0.90 [0.83–0.96] per z-score). Breast density mediated 37 % (17–170 %) of this association. Although childhood height was associated with breast density and breast cancer, there were few indications of mediation by breast density.

Conclusions

Breast density may partially explain the inverse association between childhood BMI and postmenopausal breast cancer, but not the positive association between childhood height and postmenopausal breast cancer.
目的:乳腺密度是否介导早期体重和青春期时间与绝经后乳腺癌之间的关联尚不清楚。方法:我们研究了33,939名年龄在50-69岁之间参加首都乳房x线摄影筛查计划的丹麦妇女。早期人体测量和青春期时间信息来自哥本哈根学校健康记录登记册。绝经后乳腺癌信息来自丹麦乳腺癌组数据库(n=833)。乳腺密度(BI-RADS)被归类为低(n=25,464;75%)或更高。采用广义线性回归和Cox比例风险分析估计风险比(RR)和风险比(HR)。进行了反事实调解分析。结果:出生体重和青春期时间与乳腺密度或乳腺癌之间的关联证据有限。儿童时期BMI与高乳腺密度(13岁,相对危险度=0.77 [0.72-0.81],z-评分为0.6比0)和乳腺癌(相对危险度=0.90 [0.83-0.96]/ z-评分)呈负相关。乳腺密度介导37%(17-170%)的相关性。虽然儿童身高与乳房密度和乳腺癌有关,但很少有迹象表明乳房密度起中介作用。结论:乳腺密度可以部分解释儿童期BMI与绝经后乳腺癌呈负相关关系,但不能解释儿童期身高与绝经后乳腺癌呈正相关关系。
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引用次数: 0
Duration of exposure to eviction moratoria in the early COVID-19 pandemic and perinatal outcomes: A population-level analysis of US births conceived in March-May 2020 2019冠状病毒病早期大流行期间暂停驱逐的持续时间和围产期结局:对2020年3月至5月美国出生婴儿的人口水平分析
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2025.01.001
Kaitlyn K. Stanhope PhD , Sara Markowitz PhD , Michael R. Kramer PhD

Objective

To estimate associations between the length of state-level eviction moratoria enacted in March and April 2020 in the United States and perinatal outcomes.

Methods

We used data from natality files, 2020–2021 to identify individuals with Medicaid or no insurance who conceived in March-May 2020. The exposure was the number of months exposed to a moratorium (0 (referent, no state-level moratoria), 1–2, 3–4, 5 or more). Outcomes included preterm birth (PTB, < 37 weeks gestation), very preterm birth (VPTB, < 32 weeks gestation), low birthweight (LBW, < 2500 g), very low birthweight (VLBW, < 1500 g), primary cesarean, or maternal morbidity. We estimated risk ratios (RRs) using log-binomial regression, including individual, county, and state-level confounders. We conducted several sensitivity analyses to rule out residual state-level confounding including a negative control analysis of 2019 conceptions and difference-in-difference analysis.

Results

We included 375,821 births. Following adjustment, having a moratorium in place for 5 or more months was associated with slightly reduced risk of PTB (RR: 0.95, 95 % CI: 0.88, 1.02), VPTB (RR: 0.90, 95 % CI: 0.8–1.01), LBW (RR: 0.95, 95 % CI: 0.9–1.01), and VLBW (RR: 0.91, 95 % CI: 0.81–1.02) compared to states without a moratorium. There was no association with cesarean or maternal morbidity. Sensitivity analyses showed that all or most of the observed associations may be explained by residual state-level confounding.

Conclusions

State-level eviction moratoria were associated with improved birth outcomes, yet it is likely that all or most of the observed association is due to other policy actions or characteristics of enacting states.
目的:评估美国2020年3月至4月颁布的州一级暂缓驱逐期限与围产期结局之间的关系。方法:我们使用2020-2021年出生档案的数据来识别在2020年3月至5月怀孕的有医疗补助或没有保险的个体。暴露量是暴露于禁令的月数(0(参考,没有国家级禁令),1-2,3-4,5或更多)。结局包括早产(PTB, < 37孕周)、极早产(VPTB, < 32孕周)、低出生体重(LBW, < 2500克)、极低出生体重(VLBW, < 1500克)、原发性剖宫产或孕产妇发病。我们使用对数二项回归估计风险比(rr),包括个人、县和州一级的混杂因素。我们进行了多项敏感性分析,包括2019年概念的负控制分析和差中差分析,以排除残留的州一级混杂。结果:我们纳入了375,821例新生儿。调整后,与没有暂停的州相比,暂停5个月或更长时间与PTB (RR: 0.95, 95% CI: 0.88, 1.02)、VPTB (RR: 0.90, 95% CI: 0.8-1.01)、LBW (RR: 0.95, 95% CI: 0.9-1.01)和VLBW (RR: 0.91, 95% CI: 0.81-1.02)的风险略有降低相关。与剖宫产或产妇发病率无关联。敏感性分析表明,所有或大部分观察到的关联都可以用残留的状态混淆来解释。结论:州级暂缓驱逐与生育结果的改善有关,但观察到的所有或大部分关联可能是由于其他政策行动或颁布州的特征。
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引用次数: 0
Machine learning in public health informatics: Evidence that complex sampling structures may not be needed for prediction models with imbalanced outcomes 公共卫生信息学中的机器学习:结果不平衡的预测模型可能不需要复杂采样结构的证据。
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2024.12.016
Zhengye Si, Jinpu Li, Emily Leary Ph.D.

Purpose

The objective of this study is to investigate the predictive ability of machine learning models for imbalanced outcomes from national survey data without the use of sampling weights.

Methods

We evaluated the predictive performance of machine learning models on imbalanced outcomes from the US National Health and Nutrition Examination Survey (USNHANES) without using sampling weights. Four machine learning models (support vector machine, random forest, least absolute shrinkage and selection operator regression, and deep neural network) were compared with a logistic model that incorporates the survey's complex sampling design. Three resampling methods (oversampling, undersampling, and combined) were used to address class imbalance during the model training process.

Results

For all models, the balanced accuracy was similar (ranging from 0.72 to 0.76) and the specificity was smaller than sensitivity except for random forest. The support vector machine and neural networks performed best with sensitivity (ranging from 0.79 to 0.83), while the random forest had the largest specificity (ranging from 0.86 to 0.96), with one exception. PR-AUC scores and Brier scores were low ranging from 0.2529 to 0.3313 (lower scores worse) and 0.1005–0.3245 (lower scores better), respectively

Conclusions

The machine learning models had overall similar predictive capacity to the recommended methods which integrate the complex sampling design for the prediction of osteoarthritis occurrence with USNHANES.
目的:本研究的目的是研究机器学习模型在不使用抽样权值的情况下对国家调查数据不平衡结果的预测能力。方法:我们在不使用抽样权重的情况下评估了机器学习模型对美国国家健康和营养检查调查(USNHANES)不平衡结果的预测性能。四种机器学习模型(支持向量机、随机森林、最小绝对收缩和选择算子回归以及深度神经网络)与包含调查复杂抽样设计的逻辑模型进行了比较。为了解决模型训练过程中的类不平衡问题,采用了三种重采样方法(过采样、欠采样和组合)。结果:除随机森林外,所有模型的平衡精度相似(范围为0.72 ~ 0.76),特异性小于敏感性。支持向量机和神经网络在灵敏度上表现最好(范围从0.79到0.83),而随机森林的特异性最大(范围从0.86到0.96),只有一个例外。PR-AUC评分和Brier评分较低,分别为0.2529 ~ 0.3313(分数越低越差)和0.1005 ~ 0.3245(分数越低越好)。结论:机器学习模型的预测能力与推荐的将复杂抽样设计与USNHANES结合预测骨关节炎发生的方法总体上相似。
{"title":"Machine learning in public health informatics: Evidence that complex sampling structures may not be needed for prediction models with imbalanced outcomes","authors":"Zhengye Si,&nbsp;Jinpu Li,&nbsp;Emily Leary Ph.D.","doi":"10.1016/j.annepidem.2024.12.016","DOIUrl":"10.1016/j.annepidem.2024.12.016","url":null,"abstract":"<div><h3>Purpose</h3><div>The objective of this study is to investigate the predictive ability of machine learning models for imbalanced outcomes from national survey data without the use of sampling weights.</div></div><div><h3>Methods</h3><div>We evaluated the predictive performance of machine learning models on imbalanced outcomes from the US National Health and Nutrition Examination Survey (USNHANES) without using sampling weights. Four machine learning models (support vector machine, random forest, least absolute shrinkage and selection operator regression, and deep neural network) were compared with a logistic model that incorporates the survey's complex sampling design. Three resampling methods (oversampling, undersampling, and combined) were used to address class imbalance during the model training process.</div></div><div><h3>Results</h3><div>For all models, the balanced accuracy was similar (ranging from 0.72 to 0.76) and the specificity was smaller than sensitivity except for random forest. The support vector machine and neural networks performed best with sensitivity (ranging from 0.79 to 0.83), while the random forest had the largest specificity (ranging from 0.86 to 0.96), with one exception. PR-AUC scores and Brier scores were low ranging from 0.2529 to 0.3313 (lower scores worse) and 0.1005–0.3245 (lower scores better), respectively</div></div><div><h3>Conclusions</h3><div>The machine learning models had overall similar predictive capacity to the recommended methods which integrate the complex sampling design for the prediction of osteoarthritis occurrence with USNHANES.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"102 ","pages":"Pages 75-80"},"PeriodicalIF":3.3,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142973141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Calculation of lifetime relative risks from summary cohort data and application to calculation of attributable fractions
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2025.01.008
John Ferguson
In cohort studies, relative risks are estimated by comparing eventual disease risk in individuals exposed to the risk factor at baseline with similar unexposed individuals. However, such relative risk estimates intrinsically depend on how many of the unexposed individuals develop exposure after baseline and on the ages at which the exposed individuals developed exposure prior to baseline. These factors pertain to the distribution of risk factor incidence in the population, rather than to the causal effect the risk factor has on disease. As such, these cohort relative risk estimates have no straightforward causal interpretation, even after adjustment for confounding. Here, we instead consider initial exposure to the risk factor at differing ages as differing treatments, with corresponding potential outcomes. Subsequently, we define lifetime relative risk as the relative probability of eventual disease comparing initial exposure to the risk factor at differing ages to lifetime non-exposure. We describe a procedure to approximate lifetime relative risks using summary data from published cohort studies, and detail conditions under which such estimation is valid. In addition to being of independent interest, lifetime relative risks are useful in estimating population attributable fractions (PAF)s. In our applied example, we illustrate this connection via application of estimated lifetime relative risks to assess the PAF for incident vascular dementia due to hypertension in the United Kingdom.
{"title":"Calculation of lifetime relative risks from summary cohort data and application to calculation of attributable fractions","authors":"John Ferguson","doi":"10.1016/j.annepidem.2025.01.008","DOIUrl":"10.1016/j.annepidem.2025.01.008","url":null,"abstract":"<div><div>In cohort studies, relative risks are estimated by comparing eventual disease risk in individuals exposed to the risk factor at baseline with similar unexposed individuals. However, such relative risk estimates intrinsically depend on how many of the unexposed individuals develop exposure after baseline and on the ages at which the exposed individuals developed exposure prior to baseline. These factors pertain to the distribution of risk factor incidence in the population, rather than to the causal effect the risk factor has on disease. As such, these cohort relative risk estimates have no straightforward causal interpretation, even after adjustment for confounding. Here, we instead consider initial exposure to the risk factor at differing ages as differing treatments, with corresponding potential outcomes. Subsequently, we define lifetime relative risk as the relative probability of eventual disease comparing initial exposure to the risk factor at differing ages to lifetime non-exposure. We describe a procedure to approximate lifetime relative risks using summary data from published cohort studies, and detail conditions under which such estimation is valid. In addition to being of independent interest, lifetime relative risks are useful in estimating population attributable fractions (PAF)s. In our applied example, we illustrate this connection via application of estimated lifetime relative risks to assess the PAF for incident vascular dementia due to hypertension in the United Kingdom.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"102 ","pages":"Pages 102-113"},"PeriodicalIF":3.3,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143043295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical outcomes after transcatheter aortic valve implantation in nonagenarian patients: A retrospective population-based cohort study 高龄患者经导管主动脉瓣置入术后的临床结果:一项基于人群的回顾性队列研究
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-02-01 DOI: 10.1016/j.annepidem.2025.01.005
Matteo Franchi , Marco Gennari , Gaia Severgnini , Fausto Biancari , Alice Bonomi , Federico De Marco , Gianluca Polvani , Marco Agrifoglio

Purpose

To compare the overall survival and the risk of all-cause and heart failure-specific hospitalization in nonagenarian patients hospitalized for symptomatic severe aortic stenosis (AS) who underwent transcatheter aortic valve implantation (TAVI) or conservative treatment.

Methods

Population-based retrospective cohort study based on healthcare utilization databases of the Italian region of Lombardy. The cohort included all nonagenarians hospitalized for AS between 2017 and 2021, who underwent TAVI within 90 days from first diagnosis or conservative treatment. The association between TAVI and clinical outcomes was assessed through Cox or Fine&Grey regression models. High-dimensional propensity score matching was used to reduce the heterogeneity between groups.

Results

Overall, 16,848 nonagenarians hospitalized for AS were identified. Among these, 320 patients underwent TAVI, of which 193 were matched to as many control patients. The 2-year survival rates were 76.0 % and 37.7 %, respectively, in TAVI and control patients, corresponding to an HR of 0.24 (95 % CI 0.15–0.37). The 2-year cumulative incidence of rehospitalization for heart failure was 11.1 % and 26.5 %, respectively, corresponding to an HR of 0.64 (95 % CI 0.40–0.99).

Conclusions

This study further supports the usefulness of TAVI in nonagenarians, as it showed to improve their survival rate, reduce their risk of rehospitalization, and likely increase their quality of life.
目的:比较因症状性重度主动脉瓣狭窄(AS)接受经导管主动脉瓣植入术(TAVI)或保守治疗的老年患者的总生存率、全因和心力衰竭特异性住院风险。方法:基于意大利伦巴第地区医疗保健利用数据库的人群回顾性队列研究。该队列包括2017年至2021年间因AS住院的所有90岁以上老人,他们在首次诊断或保守治疗后90天内接受了TAVI。通过Cox或Fine&Grey回归模型评估TAVI与临床结果之间的关系。采用高维倾向评分匹配来降低组间异质性。结果:总共有16,848名因AS住院的老年患者。其中320例患者接受了TAVI,其中193例与同样多的对照患者匹配。TAVI患者和对照组患者的2年生存率分别为76.0 %和37.7 %,相对危险度为0.24(95% % CI 0.15-0.37)。2年心力衰竭再住院的累计发生率分别为11.1 %和26.5% %,相对危险度为0.64(95 % CI 0.40-0.99)。结论:本研究进一步支持TAVI在90岁老人中的有效性,因为它显示出提高他们的生存率,降低他们再住院的风险,并可能提高他们的生活质量。
{"title":"Clinical outcomes after transcatheter aortic valve implantation in nonagenarian patients: A retrospective population-based cohort study","authors":"Matteo Franchi ,&nbsp;Marco Gennari ,&nbsp;Gaia Severgnini ,&nbsp;Fausto Biancari ,&nbsp;Alice Bonomi ,&nbsp;Federico De Marco ,&nbsp;Gianluca Polvani ,&nbsp;Marco Agrifoglio","doi":"10.1016/j.annepidem.2025.01.005","DOIUrl":"10.1016/j.annepidem.2025.01.005","url":null,"abstract":"<div><h3>Purpose</h3><div>To compare the overall survival and the risk of all-cause and heart failure-specific hospitalization in nonagenarian patients hospitalized for symptomatic severe aortic stenosis (AS) who underwent transcatheter aortic valve implantation (TAVI) or conservative treatment.</div></div><div><h3>Methods</h3><div>Population-based retrospective cohort study based on healthcare utilization databases of the Italian region of Lombardy. The cohort included all nonagenarians hospitalized for AS between 2017 and 2021, who underwent TAVI within 90 days from first diagnosis or conservative treatment. The association between TAVI and clinical outcomes was assessed through Cox or Fine&amp;Grey regression models. High-dimensional propensity score matching was used to reduce the heterogeneity between groups.</div></div><div><h3>Results</h3><div>Overall, 16,848 nonagenarians hospitalized for AS were identified. Among these, 320 patients underwent TAVI, of which 193 were matched to as many control patients. The 2-year survival rates were 76.0 % and 37.7 %, respectively, in TAVI and control patients, corresponding to an HR of 0.24 (95 % CI 0.15–0.37). The 2-year cumulative incidence of rehospitalization for heart failure was 11.1 % and 26.5 %, respectively, corresponding to an HR of 0.64 (95 % CI 0.40–0.99).</div></div><div><h3>Conclusions</h3><div>This study further supports the usefulness of TAVI in nonagenarians, as it showed to improve their survival rate, reduce their risk of rehospitalization, and likely increase their quality of life.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"102 ","pages":"Pages 81-85"},"PeriodicalIF":3.3,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143015698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
School neighborhood deprivation is associated with a higher prevalence of hypertension
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-31 DOI: 10.1016/j.annepidem.2025.01.010
Elizabeth A. Onugha MD MSCI , Ankona Banerjee MS , Kenneth J. Nobleza MS , Duc T. Nguyen MD, PhD , Omar Rosales MS , Abiodun Oluyomi PhD , Jayna M. Dave PhD , Joshua Samuels MD, MPH

Objectives

To examine the association between socioeconomic characteristics of school neighborhoods and the prevalence of hypertension in adolescents.

Study design

We performed a secondary data analysis of over 21,000 adolescents who participated in a school BP surveillance program between 2000 and 2017. BP status was confirmed by BP measurements on up to 3 occasions to diagnose sustained hypertension according to standard pediatric hypertension guidelines. We assessed school neighborhood socioeconomic status (SES) via the area deprivation index (ADI), a composite measure of area-level socioeconomic deprivation and categorized into quartiles. Q1 represented schools in neighborhoods with the least social deprivation while Q4 represented neighborhood with the most socioeconomic deprivation. We performed a cross-sectional analysis using both univariate and multivariable regression analyses.

Results

Of 21,392 children included in our analysis, the prevalence of sustained hypertension was 2.6 %. Hispanics and African Americans were overrepresented in the schools in more deprived neighborhoods. The highest sustained hypertension rate was observed among students attending Q3 (5.5 %) and Q4 (4.2 %) schools compared to Q1 (2.7 %) and Q2 (2.0 %) schools (p < 0.001). Multivariable regression analysis showed that being male, obese, and attending school in a disadvantaged neighborhood were significantly associated with an increased prevalence of hypertension.

Conclusions

Our findings suggest that school neighborhood deprivation measured by ADI may be a risk factor for hypertension and may contribute to the racial/ ethnic disparities observed in hypertension prevalence in adolescents.
{"title":"School neighborhood deprivation is associated with a higher prevalence of hypertension","authors":"Elizabeth A. Onugha MD MSCI ,&nbsp;Ankona Banerjee MS ,&nbsp;Kenneth J. Nobleza MS ,&nbsp;Duc T. Nguyen MD, PhD ,&nbsp;Omar Rosales MS ,&nbsp;Abiodun Oluyomi PhD ,&nbsp;Jayna M. Dave PhD ,&nbsp;Joshua Samuels MD, MPH","doi":"10.1016/j.annepidem.2025.01.010","DOIUrl":"10.1016/j.annepidem.2025.01.010","url":null,"abstract":"<div><h3>Objectives</h3><div>To examine the association between socioeconomic characteristics of school neighborhoods and the prevalence of hypertension in adolescents.</div></div><div><h3>Study design</h3><div>We performed a secondary data analysis of over 21,000 adolescents who participated in a school BP surveillance program between 2000 and 2017. BP status was confirmed by BP measurements on up to 3 occasions to diagnose sustained hypertension according to standard pediatric hypertension guidelines. We assessed school neighborhood socioeconomic status (SES) via the area deprivation index (ADI), a composite measure of area-level socioeconomic deprivation and categorized into quartiles. Q1 represented schools in neighborhoods with the least social deprivation while Q4 represented neighborhood with the most socioeconomic deprivation. We performed a cross-sectional analysis using both univariate and multivariable regression analyses.</div></div><div><h3>Results</h3><div>Of 21,392 children included in our analysis, the prevalence of sustained hypertension was 2.6 %. Hispanics and African Americans were overrepresented in the schools in more deprived neighborhoods. The highest sustained hypertension rate was observed among students attending Q3 (5.5 %) and Q4 (4.2 %) schools compared to Q1 (2.7 %) and Q2 (2.0 %) schools (p &lt; 0.001). Multivariable regression analysis showed that being male, obese, and attending school in a disadvantaged neighborhood were significantly associated with an increased prevalence of hypertension.</div></div><div><h3>Conclusions</h3><div>Our findings suggest that school neighborhood deprivation measured by ADI may be a risk factor for hypertension and may contribute to the racial/ ethnic disparities observed in hypertension prevalence in adolescents.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"103 ","pages":"Pages 9-15"},"PeriodicalIF":3.3,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143082005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electronic cigarette use and heavy metal exposure: Evidence from the Korea National Health and Nutrition Examination Survey
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-29 DOI: 10.1016/j.annepidem.2025.01.011
Bo Ram Yang , Seung-Mi Lee

Purpose

This study investigated the association between electronic cigarette (e-cigarette) use and serum concentrations of heavy metals (lead, mercury, and cadmium) in the Korean population, utilizing data from the Korea National Health and Nutrition Examination Survey (KNHANES), a nationally representative cross-sectional survey.

Methods

Data from KNHANES 2013, 2016, and 2017 were analyzed. Participants were classified as e-cigarette users (individuals who had ever used e-cigarettes, including dual users who had also used conventional cigarettes), conventional smokers (individuals who had smoked at least 100 conventional cigarettes [5 packs], but not e-cigarettes, in their lifetime), and non-smokers (individuals who had never used e-cigarettes and either never smoked conventional cigarettes or smoked fewer than 100 cigarettes). Linear regression models were employed to evaluate the association between smoking status and heavy metal concentrations, adjusting for covariates including age, sex, income, education, and health behaviors. Subgroup analyses were performed based on sex, age, and obesity status.

Results

E-cigarette users exhibited significantly higher serum concentrations of heavy metals than non-smokers. Lead levels were 10.0 % higher (exponentiated β = 1.100; p < 0.001), mercury levels were 13.7 % higher (β = 1.137; p < 0.001), and cadmium levels were 61.4 % higher (β = 1.614; p < 0.001). Conventional smokers demonstrated elevated levels of these metals compared to non-smokers, but generally lower levels than e-cigarette users. Subgroup analyses revealed stronger associations among younger participants, males, and individuals with obesity, particularly for cadmium.

Conclusions

Dual use of e-cigarettes and conventional cigarettes is associated with elevated exposure to heavy metals compared to exclusive smoking cigarettes. These findings highlight the need for targeted public health interventions and stricter regulatory standards to address the risks associated with e-cigarette use.
{"title":"Electronic cigarette use and heavy metal exposure: Evidence from the Korea National Health and Nutrition Examination Survey","authors":"Bo Ram Yang ,&nbsp;Seung-Mi Lee","doi":"10.1016/j.annepidem.2025.01.011","DOIUrl":"10.1016/j.annepidem.2025.01.011","url":null,"abstract":"<div><h3>Purpose</h3><div>This study investigated the association between electronic cigarette (e-cigarette) use and serum concentrations of heavy metals (lead, mercury, and cadmium) in the Korean population, utilizing data from the Korea National Health and Nutrition Examination Survey (KNHANES), a nationally representative cross-sectional survey.</div></div><div><h3>Methods</h3><div>Data from KNHANES 2013, 2016, and 2017 were analyzed. Participants were classified as e-cigarette users (individuals who had ever used e-cigarettes, including dual users who had also used conventional cigarettes), conventional smokers (individuals who had smoked at least 100 conventional cigarettes [5 packs], but not e-cigarettes, in their lifetime), and non-smokers (individuals who had never used e-cigarettes and either never smoked conventional cigarettes or smoked fewer than 100 cigarettes). Linear regression models were employed to evaluate the association between smoking status and heavy metal concentrations, adjusting for covariates including age, sex, income, education, and health behaviors. Subgroup analyses were performed based on sex, age, and obesity status.</div></div><div><h3>Results</h3><div>E-cigarette users exhibited significantly higher serum concentrations of heavy metals than non-smokers. Lead levels were 10.0 % higher (exponentiated β = 1.100; p &lt; 0.001), mercury levels were 13.7 % higher (β = 1.137; p &lt; 0.001), and cadmium levels were 61.4 % higher (β = 1.614; p &lt; 0.001). Conventional smokers demonstrated elevated levels of these metals compared to non-smokers, but generally lower levels than e-cigarette users. Subgroup analyses revealed stronger associations among younger participants, males, and individuals with obesity, particularly for cadmium.</div></div><div><h3>Conclusions</h3><div>Dual use of e-cigarettes and conventional cigarettes is associated with elevated exposure to heavy metals compared to exclusive smoking cigarettes. These findings highlight the need for targeted public health interventions and stricter regulatory standards to address the risks associated with e-cigarette use.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"103 ","pages":"Pages 1-8"},"PeriodicalIF":3.3,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143076451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gender diversity and daily steps: Findings from the Adolescent Brain Cognitive Development Study 性别多样性和日常步骤:来自青少年大脑认知发展研究的发现。
IF 3.3 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 DOI: 10.1016/j.annepidem.2024.11.004
Jason M. Nagata M.D., M.Sc. , Shirley Sui , Angela E. Kim M.Phil. , Iris Yuefan Shao M.P.H., Ph.D. , Christopher D. Otmar Ph.D. , Kyle T. Ganson Ph.D., M.S.W. , Alexander Testa Ph.D. , Erin E. Dooley M.S., Ph.D. , Holly C. Gooding M.D., MS.c. , Fiona C. Baker Ph.D. , Kelley Pettee Gabriel M.S., Ph.D.

Purpose

To examine the association between multiple dimensions of gender diversity and physical activity (daily steps) in a diverse national sample of early adolescents in the United States.

Methods

This study analyzed Year 2 data from the Adolescent Brain Cognitive Development (ABCD) Study (N = 6038, Mage=12.0 years). Linear regression models were used to estimate the associations of gender diversity across multiple measures (transgender identity, felt gender, gender expression, gender non-contentedness) with daily step count measured by wrist-worn Fitbit devices.

Results

In this sample of early adolescents, 49.7 % were assigned female at birth, 39.4 % were from racial/ethnic minority groups, and 1 % to 16.9 % identified as gender diverse, depending on the measure used. Transgender identity was associated with 1394 (95 % confidence interval 284–2504) fewer steps per day compared to cisgender identity after adjusting for all covariates. Greater gender diversity, as measured by felt gender and gender non-contentedness, was also associated with lower daily steps.

Conclusions

Transgender and gender-diverse adolescents engage in less physical activity than their cisgender peers. This research has important implications for public health and policies focused on supporting physical activity among transgender and gender-diverse early adolescents.
目的:在美国不同国家的早期青少年样本中,研究性别多样性的多个维度与身体活动(每日步数)之间的关系。方法:本研究分析了来自青少年大脑认知发展(ABCD)研究的二年级数据(N= 6038,年龄=12.0)。使用线性回归模型来估计性别多样性在多个指标(跨性别认同、感觉性别、性别表达、性别不满足)与腕带Fitbit设备测量的每日步数之间的关联。结果:在这个早期青少年样本中,49.7%的人出生时被指定为女性,39.4%的人来自种族/少数民族群体,1%至16.9%的人被确定为性别多样化,具体取决于所使用的测量方法。在调整所有协变量后,跨性别认同与顺性别认同相比每天少走1394步(95%置信区间284-2504)相关。更大的性别多样性,通过感觉性别和性别不满足程度来衡量,也与较低的每日步数有关。结论:跨性别和性别多样化的青少年比他们的顺性别同龄人从事更少的体育活动。这项研究对公共卫生和政策的重点是支持跨性别和性别多样化的早期青少年的体育活动具有重要意义。
{"title":"Gender diversity and daily steps: Findings from the Adolescent Brain Cognitive Development Study","authors":"Jason M. Nagata M.D., M.Sc. ,&nbsp;Shirley Sui ,&nbsp;Angela E. Kim M.Phil. ,&nbsp;Iris Yuefan Shao M.P.H., Ph.D. ,&nbsp;Christopher D. Otmar Ph.D. ,&nbsp;Kyle T. Ganson Ph.D., M.S.W. ,&nbsp;Alexander Testa Ph.D. ,&nbsp;Erin E. Dooley M.S., Ph.D. ,&nbsp;Holly C. Gooding M.D., MS.c. ,&nbsp;Fiona C. Baker Ph.D. ,&nbsp;Kelley Pettee Gabriel M.S., Ph.D.","doi":"10.1016/j.annepidem.2024.11.004","DOIUrl":"10.1016/j.annepidem.2024.11.004","url":null,"abstract":"<div><h3>Purpose</h3><div>To examine the association between multiple dimensions of gender diversity and physical activity (daily steps) in a diverse national sample of early adolescents in the United States.</div></div><div><h3>Methods</h3><div>This study analyzed Year 2 data from the Adolescent Brain Cognitive Development (ABCD) Study (<em>N</em> = 6038, <em>M</em><sub><em>age</em></sub>=12.0 years). Linear regression models were used to estimate the associations of gender diversity across multiple measures (transgender identity, felt gender, gender expression, gender non-contentedness) with daily step count measured by wrist-worn Fitbit devices.</div></div><div><h3>Results</h3><div>In this sample of early adolescents, 49.7 % were assigned female at birth, 39.4 % were from racial/ethnic minority groups, and 1 % to 16.9 % identified as gender diverse, depending on the measure used. Transgender identity was associated with 1394 (95 % confidence interval 284–2504) fewer steps per day compared to cisgender identity after adjusting for all covariates. Greater gender diversity, as measured by felt gender and gender non-contentedness, was also associated with lower daily steps.</div></div><div><h3>Conclusions</h3><div>Transgender and gender-diverse adolescents engage in less physical activity than their cisgender peers. This research has important implications for public health and policies focused on supporting physical activity among transgender and gender-diverse early adolescents.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"101 ","pages":"Pages 1-6"},"PeriodicalIF":3.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11755946/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142787656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Annals of Epidemiology
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