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A note of thanks. 一封感谢信。
IF 7.7 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 DOI: 10.1007/s10654-024-01190-w
Albert Hofman
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引用次数: 0
A municipality-specific analysis to investigate persistent increased incidence rates of childhood leukaemia near the nuclear power plant of Krümmel in Germany 对德国克鲁梅尔核电厂附近儿童白血病发病率持续上升情况的城市特定分析调查
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-26 DOI: 10.1007/s10654-024-01182-w
Emilio Gianicolo, Antonello Russo, Rossana Di Staso, Cécile M. Ronckers, Irene Schmidtmann, Daniel Wollschläger, Maria Blettner

Increased incidence rates for childhood leukaemia have been reported in municipalities close to the nuclear power plant (NPP) Krümmel (Geesthacht, Germany). Methodological challenges arise when analysing this association at ecological level. They include the use of an appropriate reference population, unstable estimates of standardised incidence ratios (SIRs), and the potential role of prevailing winds. The aim of our study is to address these challenges. The German Childhood Cancer Registry provided data on leukaemia in children under 15 years (2004–2019). The German Federal Statistical Office provided the population data. The study region included all municipalities with ≥ 75% surface area within 50 kms from the Krümmel NPP. We calculated SIRs using national and regional reference rates. Smoothed incidence relative rates (IRRs) were calculated and mapped to check for potential patterns associated with prevailing winds. Overall 356 cases of childhood leukaemia were observed in the study region (321 municipalities) during 2004–2019. SIRs based on national reference rates show nearly no difference to those calculated using the regional rates as reference. Increased SIR and IRR were observed in Geesthacht (observed-cases = eight; SIR = 2.29; 95% confidence interval: 0.99–4.51. IRR = 1.80; 95% credibility interval: 0.88–2.79). The analysis of the IRR map does not show patterns associated with prevailing winds. Using a regional population as the reference, we found evidence that there may still be an increased risk for childhood leukaemia in Geesthacht. However, IRR estimates are uncertain and credibility intervals are compatible with the absence of elevated risk. The persistent evidence of risk of childhood leukaemia in Geesthacht warrants further epidemiological surveillance.

据报道,在靠近核电站 Krümmel(德国 Geesthacht)的城市,儿童白血病的发病率有所上升。在生态层面分析这种关联性时,面临着方法上的挑战。其中包括使用适当的参照人群、不稳定的标准化发病率 (SIR) 估计值以及盛行风的潜在作用。我们的研究旨在应对这些挑战。德国儿童癌症登记处提供了有关 15 岁以下儿童白血病的数据(2004-2019 年)。德国联邦统计局提供了人口数据。研究区域包括距离克鲁梅尔核电厂 50 千米范围内面积≥ 75% 的所有城市。我们使用国家和地区参考率计算 SIR。我们计算并绘制了平滑发病相对率 (IRR),以检查与盛行风相关的潜在模式。2004-2019 年间,研究地区(321 个城市)共观察到 356 例儿童白血病病例。根据国家参考率计算的 SIR 与根据地区参考率计算的 SIR 几乎没有差别。盖斯塔赫特的 SIR 和 IRR 均有所上升(观察病例数 = 8;SIR = 2.29;95% 置信区间:0.99-4.51。IRR=1.80;95% 可信区间:0.88-2.79)。对 IRR 图的分析并未显示与盛行风相关的模式。以地区人口为参照,我们发现有证据表明 Geesthacht 地区儿童白血病的发病风险仍可能增加。不过,IRR 的估计值并不确定,可信区间与没有风险升高的情况相符。Geesthacht 儿童白血病风险的持续证据表明,有必要进一步开展流行病学监测。
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引用次数: 0
Pesticides and risk of pancreatic adenocarcinoma in France: a nationwide spatiotemporal ecological study between 2011 and 2021 法国农药与胰腺癌风险:2011 年至 2021 年全国时空生态研究
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-25 DOI: 10.1007/s10654-024-01176-8
Mathias Brugel, Victoria Gauthier, Olivier Bouché, Marta Blangiardo, Michaël Génin

While pancreatic adenocarcinoma (PA) incidence is increasing, especially in France, the association between pesticides and PA remains unclear. The aims of this study were to assess the spatiotemporal distribution of the incidence of PA in France between 2011 and 2021 and to determine whether pesticide exposure was associated with higher risk of PA. We employed a disease-mapping and ecological regression approach with medicoadministrative data covering 99% of the French population. Exposure data were drawn from an open purchase database. A pesticide exposure intensity index (PEXI), defined as the logged and scaled median of the ratio quantity of substance over agricultural surface per spatial unit was used for total quantity (total PEXI) and 9 specific substances. The analyses were adjusted for tobacco-induced diseases, deprivation, community medicine accessibility, alcohol-related disease and morbid obesity. A Bayesian hierarchical spatiotemporal model was used to both model the incidence over time and space, and to estimate the risk of PA for pesticide use. We identified 134 102 incident cases of PA between 2011 and 2021. The relative risk of PA was heterogeneous across space with greater risk around Paris, central France and the Mediterranean coast. We observed an association, albeit small, between the total PEXI and PA incidence over the study period (RR: 1.0130; CI95% [1.0057;1.0204]). Sulphur for spraying, mancozeb, and glyphosate showedevidence of an association of the same magnitude. These findings show that new cases of PA occur heterogeneously in space, raising questions about our understanding of PA environmental risk factors. The association with pesticide exposure should be confirmed and underlying mechanisms understood using individual-level studies.

虽然胰腺癌(PA)的发病率在不断上升,尤其是在法国,但杀虫剂与胰腺癌之间的关系仍不清楚。本研究旨在评估 2011 年至 2021 年法国胰腺癌发病率的时空分布,并确定农药接触是否与胰腺癌的高风险相关。我们利用涵盖 99% 法国人口的医疗行政数据,采用了疾病映射和生态回归方法。暴露数据来自一个公开购买数据库。农药暴露强度指数(PEXI)定义为每个空间单位农业表面的物质数量比率的对数和比例中位数,用于计算总量(总 PEXI)和 9 种特定物质。分析对烟草诱发的疾病、贫困程度、社区医疗可及性、酒精相关疾病和病态肥胖进行了调整。贝叶斯分层时空模型用于建立时间和空间的发病率模型,并估算农药使用的PA风险。我们在 2011 年至 2021 年期间发现了 134 102 例 PA 事件。PA的相对风险在不同空间存在差异,巴黎、法国中部和地中海沿岸地区的风险更大。我们观察到,在研究期间,总 PEXI 与 PA 发病率之间存在关联,尽管这种关联很小(RR:1.0130;CI95% [1.0057;1.0204])。喷洒硫磺、代森锰锌和草甘膦也显示出同等程度的相关性。这些研究结果表明,PA 新病例在空间上的发生具有异质性,这就提出了我们对 PA 环境风险因素的认识问题。应通过个体水平的研究来确认与杀虫剂接触的关联并了解其潜在机制。
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引用次数: 0
Anders Ekbom: Swedish physician and epidemiologist 1947–2024 安德斯-埃克博姆瑞典医生和流行病学家 1947-2024
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-25 DOI: 10.1007/s10654-024-01159-9
Jonas F. Ludvigsson, Ylva Trolle Lagerros, Olof Akre
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引用次数: 0
Updated findings on temporal variation in radiation-effects on cancer mortality in an international cohort of nuclear workers (INWORKS) 关于国际核工业工人队列(INWORKS)中辐射对癌症死亡率影响的时间变化的最新研究结果
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-22 DOI: 10.1007/s10654-024-01178-6
Robert D. Daniels, Stephen J. Bertke, Kaitlin Kelly-Reif, David B. Richardson, Richard Haylock, Dominique Laurier, Klervi Leuraud, Monika Moissonnier, Isabelle Thierry-Chef, Ausrele Kesminiene, Mary K. Schubauer-Berigan

The International Nuclear Workers Study (INWORKS) contributes knowledge on the dose-response association between predominantly low dose, low dose rate occupational exposures to penetrating forms of ionizing radiation and cause-specific mortality. By extending follow-up of 309,932 radiation workers from France (1968–2014), the United Kingdom (1955–2012), and the United States (1944–2016) we increased support for analyses of temporal variation in radiation-cancer mortality associations. Here, we examine whether age at exposure, time since exposure, or attained age separately modify associations between radiation and mortality from all solid cancers, solid cancers excluding lung cancer, lung cancer, and lymphohematopoietic cancers. Multivariable Poisson regression was used to fit general relative rate models that describe modification of the linear excess relative rate per unit organ absorbed dose. Given indication of greater risk per unit dose for solid cancer mortality among workers hired in more recent calendar years, sensitivity analyses considering the impact of year of hire on results were performed. Findings were reasonably compatible with those from previous pooled and country-specific analyses within INWORKS showing temporal patterns of effect measure modification that varied among cancers, with evidence of persistent radiation-associated excess cancer risk decades after exposure, although statistically significant temporal modification of the radiation effect was not observed. Analyses stratified by hire period (< 1958, 1958+) showed temporal patterns that varied; however, these analyses did not suggest that this was due to differences in distribution of these effect measure modifiers by hire year.

国际核工人研究(INWORKS)有助于了解主要是低剂量、低剂量率的穿透性电离辐射职业辐照与特定病因死亡率之间的剂量-反应关系。通过扩大对法国(1968-2014 年)、英国(1955-2012 年)和美国(1944-2016 年)的 309932 名辐射工作者的随访,我们增加了对辐射-癌症死亡率关联的时间变化分析的支持。在此,我们研究了辐照时的年龄、辐照后的时间或达到的年龄是否会分别改变辐射与所有实体癌、不包括肺癌的实体癌、肺癌和淋巴造血癌死亡率之间的关联。多变量泊松回归用于拟合一般相对率模型,该模型描述了对每单位器官吸收剂量的线性超额相对率的修正。鉴于有迹象表明,在较近的日历年受雇的工人患实体癌死亡的单位剂量风险更大,因此进行了敏感性分析,考虑了受雇年份对结果的影响。分析结果与之前在 INWORKS 系统内进行的汇总分析和国别分析的结果基本一致,这些分析表明,不同癌症的效应测量修正的时间模式各不相同,有证据表明辐射相关的超常癌症风险在辐照数十年后仍持续存在,尽管没有观察到辐射效应在时间上有显著的统计学修正。按雇用期(1958 年、1958 年以上)进行的分层分析显示了不同的时间模式;但是,这些分析并不表明这是由于这些效应测量修饰因子按雇用年份分布的差异造成的。
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引用次数: 0
Placental abruption and perinatal mortality in twins: novel insight into management at preterm versus term gestations 胎盘早剥与双胞胎围产期死亡率:早产与足月妊娠管理的新见解
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-22 DOI: 10.1007/s10654-024-01171-z
Rachel Lee, Justin S. Brandt, Cande V. Ananth

Twins suffer a disproportionately higher burden of adverse perinatal outcomes than singletons. However, the degree to which preterm delivery shapes the relationship between abruption and perinatal mortality in twins is unknown. Through causal mediation decomposition, we examine how preterm delivery mediates the effect of abruption on perinatal mortality among twins using the US-matched multiple birth data (1995–2000). We estimated the hazard ratio (HR) from Cox models with gestational age as the timescale. We decomposed the total effect (TE) into counterfactual natural direct (NDE) and natural indirect (NIE) effects. 557,220 matched twin births, 1.3% (n = 7032) resulted in abruption with higher perinatal mortality rates than non-abruption births (143 versus 36 per 1000 births, respectively) and a 4.53-fold (95% confidence interval [CI]: 4.23, 4.82) increased hazard of perinatal mortality. HRs for NDE and NIE were 3.05 (95% CI: 2.84, 3.24) and 1.49 (95% CI: 1.49, 1.47, 1.50), respectively, and the proportion mediated (PM) was 41%. PM increased as the gestational age at delivery decreased. Associations persisted after correction for unmeasured confounders. The best strategies to improve perinatal delivery are delivery when abruption complicates twin pregnancies at term gestations and expectant management (avoiding early preterm delivery), if feasible, when abruption complicates twin pregnancies at preterm gestations.

与单胎相比,双胞胎围产期不良结局的负担要高得多。然而,早产在多大程度上影响了胎停育与双胞胎围产儿死亡率之间的关系尚不清楚。通过因果中介分解,我们利用美国的多胎匹配数据(1995-2000 年)研究了早产如何对双胞胎的围产期死亡率产生中介影响。我们通过以胎龄为时间尺度的 Cox 模型估计了危险比 (HR)。我们将总效应(TE)分解为反事实自然直接效应(NDE)和自然间接效应(NIE)。在 557220 例匹配的双胎中,1.3%(n = 7032)的新生儿发生了胎停育,其围产儿死亡率高于未发生胎停育的新生儿(每 1000 例新生儿中分别为 143 例和 36 例),围产儿死亡率增加了 4.53 倍(95% 置信区间 [CI]:4.23, 4.82)。NDE和NIE的HR值分别为3.05(95% CI:2.84,3.24)和1.49(95% CI:1.49,1.47,1.50),中介比例(PM)为41%。随着分娩时胎龄的降低,PM 也随之升高。在校正了未测量的混杂因素后,相关性依然存在。改善围产期分娩的最佳策略是:当胎盘早剥并发足月双胎妊娠时进行分娩;如果可行,当胎盘早剥并发早产双胎妊娠时进行预产期管理(避免早期早产)。
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引用次数: 0
Risk prediction of ischemic heart disease using plasma proteomics, conventional risk factors and polygenic scores in Chinese and European adults 利用血浆蛋白质组学、传统风险因素和多基因评分预测中国和欧洲成年人患缺血性心脏病的风险
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-22 DOI: 10.1007/s10654-024-01168-8
Mohsen Mazidi, Neil Wright, Pang Yao, Christiana Kartsonaki, Iona Y. Millwood, Hannah Fry, Saredo Said, Alfred Pozarickij, Pei Pei, Yiping Chen, Baihan Wang, Daniel Avery, Huaidong Du, Dan Valle Schmidt, Ling Yang, Jun Lv, Canqing Yu, DianJianYi Sun, Junshi Chen, Michael Hill, Richard Peto, Rory Collins, Derrick A. Bennett, Robin G. Walters, Liming Li, Robert Clarke, Zhengming Chen

Plasma proteomics could enhance risk prediction for multiple diseases beyond conventional risk factors or polygenic scores (PS). To assess utility of proteomics for risk prediction of ischemic heart disease (IHD) compared with conventional risk factors and PS in Chinese and European populations. A nested case-cohort study measured plasma levels of 2923 proteins using Olink Explore panel in ~ 4000 Chinese adults (1976 incident IHD cases and 2001 sub-cohort controls). We used conventional and machine learning (Boruta) methods to develop proteomics-based prediction models of IHD, with discrimination assessed using area under the curve (AUC), C-statistics and net reclassification index (NRI). These were compared with conventional risk factors and PS in Chinese and in 37,187 Europeans. Overall, 446 proteins were associated with IHD (false discovery rate < 0.05) in Chinese after adjustment for conventional cardiovascular disease risk factors. Proteomic risk models alone yielded higher C-statistics for IHD than conventional risk factors or PS (0.855 [95%CI 0.841–0.868] vs. 0.845 [0.829–0.860] vs 0.553 [0.528–0.578], respectively). Addition of 446 proteins to PS improved C-statistics to 0.857 (0.843–0.871) and NRI by 109.1%; and addition to conventional risk factors improved C-statistics to 0.868 (0.854–0.882) and NRI by 86.9%. Boruta analysis identified 30 proteins accounting for ~ 90% of improvement in NRI for IHD conferred by all 2923 proteins. Similar proteomic panels yielded comparable improvements in risk prediction of IHD in Europeans. Plasma proteomics improved risk prediction of IHD beyond conventional risk factors and PS and could enhance precision medicine approaches for primary prevention of IHD.

血浆蛋白质组学可以超越传统的风险因素或多基因评分(PS),提高多种疾病的风险预测能力。在中国和欧洲人群中,与传统风险因素和多基因评分相比,评估蛋白质组学在缺血性心脏病(IHD)风险预测中的效用。一项巢式病例队列研究使用 Olink Explore 面板测量了约 4000 名中国成年人(1976 例 IHD 病例和 2001 例亚队列对照)的 2923 种蛋白质的血浆水平。我们使用传统方法和机器学习(Boruta)方法开发了基于蛋白质组学的 IHD 预测模型,并使用曲线下面积(AUC)、C 统计量和净重分类指数(NRI)评估了区分度。这些模型与中国人和 37,187 名欧洲人的传统风险因素和 PS 进行了比较。总体而言,在调整了常规心血管疾病风险因素后,中国人中有 446 种蛋白质与高血压相关(误发现率为 0.05)。与传统的风险因素或PS相比,单独的蛋白质组风险模型得出的IHD C统计量更高(分别为0.855 [95%CI 0.841-0.868] vs. 0.845 [0.829-0.860] vs. 0.553 [0.528-0.578])。在 PS 中加入 446 种蛋白质后,C 统计量提高到 0.857(0.843-0.871),NRI 提高了 109.1%;在传统风险因素中加入 446 种蛋白质后,C 统计量提高到 0.868(0.854-0.882),NRI 提高了 86.9%。Boruta分析确定了30种蛋白质,它们占所有2923种蛋白质改善IHD NRI的90%左右。类似的蛋白质组对欧洲人的 IHD 风险预测也有类似的改善。血浆蛋白质组学超越了传统的风险因素和PS,提高了对IHD的风险预测能力,可加强IHD一级预防的精准医疗方法。
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引用次数: 0
Differential risk of healthcare workers versus the general population during outbreak, war and pandemic crises 在疾病爆发、战争和大流行危机期间,医护人员与普通人群的风险差异
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-20 DOI: 10.1007/s10654-024-01169-7
John P. A. Ioannidis

Healthcare workers may have different risk for severe outcomes compared with the general population during diverse crises. This paper introduces the concept of healthcare worker versus population hazard (HPH), the risk of an outcome of interest in active healthcare workers compared with the general population they serve. HPH can be expressed with relative risk (HPH(r)) and absolute risk difference (HPH(a)) metrics. Illustrative examples are drawn from infectious outbreaks, war, and the COVID-19 pandemic on death outcomes. HPH can be extreme for lethal outbreaks (HPH(r) = 30 to 143, HPH(a) = 8 to 91 per 1000 for Ebola deaths in 3 Western African countries in 2013-5), and modestly high in relative terms and very high in absolute terms for protracted, major armed conflicts (HPH(r) = 1.38 and HPH(a) = 10.2 for Syria during 2011–2024). Conversely, healthcare workers had 8-12-fold lower risk than the population they served for pandemic excess deaths (physicians in USA) or COVID-19 deaths (physicians in Ontario, healthcare workers in Finland), while healthcare workers in Indonesia did not have this advantage for COVID-19 deaths versus the general population. HPH is susceptible to data inaccuracies in numbers of at-risk populations and of outcomes of interest. Importantly, inferences about healthcare worker risk can be misleading, if deaths of retired healthcare workers contaminate the risk calculations– as in the case of misleading early perceptions of exaggerated COVID-19 risk for healthcare professionals. HPH can offer useful insights for risk assessment to healthcare professionals, the general public, and policy makers and may be useful to monitor for planning and interventions during crises.

在各种危机中,医护人员与普通人群相比可能具有不同的严重后果风险。本文介绍了 "医护人员与人群危险"(HPH)的概念,即在职医护人员与他们所服务的普通人群相比,发生相关结果的风险。HPH 可以用相对风险 (HPH(r)) 和绝对风险差异 (HPH(a)) 表示。传染性疾病暴发、战争和 COVID-19 大流行对死亡结果的影响就是一个很好的例子。对于致命疫情,HPH 可能会达到极值(2013-5 年,西非 3 国埃博拉死亡人数的 HPH(r) = 30 至 143,HPH(a) = 8 至 91/1000);而对于旷日持久的重大武装冲突,HPH 的相对值略高,绝对值则非常高(2011-2024 年,叙利亚的 HPH(r) = 1.38,HPH(a) = 10.2)。相反,医护人员的大流行超额死亡风险(美国医生)或 COVID-19 死亡风险(安大略省医生、芬兰医护人员)比他们所服务的人群低 8-12 倍,而印度尼西亚的医护人员与普通人群相比在 COVID-19 死亡方面没有这种优势。HPH容易受到高危人群数量和相关结果数据不准确的影响。重要的是,如果退休医护人员的死亡扰乱了风险计算,那么对医护人员风险的推断可能会产生误导--就像早期对医护人员夸大 COVID-19 风险的误解一样。HPH 可以为医疗保健专业人员、公众和政策制定者的风险评估提供有用的见解,并可在危机期间对规划和干预措施进行监测。
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引用次数: 0
The Jiangsu Biobank for the Prevention and Control of Diabetes (JBPCD) in China 中国江苏省糖尿病防治生物库(JBPCD)
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-20 DOI: 10.1007/s10654-024-01172-y
Jian Su, Dong Hang, Jialiu He, Jie Yang, Enchun Pan, Yan Lu, Zhengyuan Zhou, Ming Su, Baoguo Fang, Xiaoqun Pan, Yu Qin, Zheng Zhu, Hao Yu, Renqiang Han, Xikang Fan, Jinyi Zhou, Chong Shen, Ming Wu

The Jiangsu Biobank for the Prevention and Control of Diabetes (JBPCD) is a community-based prospective cohort study initiated in Jiangsu province, to examine the burden of complications associated with type 2 diabetes mellitus (T2DM). This study aims to better understand the incidence, risk factors, and long-term outcomes of T2DM complications to inform prevention and control strategies. From October 2013 to July 2014, 20,053 T2DM patients (7,862 males and 12,191 females) were recruited from Suzhou city and Huai’an city. Baseline data were collected through questionnaire survey, physical examination and biochemical testing, with blood samples stored in a biobank. The follow-up focused on the incidence and mortality related to T2DM complications, linked to national and local medical datasets. Between August 2019 and October 2020, the repeated assessments were completed for 13,973 participants, including questionnaire, physical examination and repeated blood collection. The study identified 1,479 new cancer cases and 3,324 cardiovascular disease cases, with an overall mortality rate of 25.66 per 1,000 person-years. JBPCD welcomes research collaborations and data access requests via email. Currently, there are no plans to provide cohort data for free public access, but specific proposals for further collaboration are welcome. For further information and collaboration, please email [jswuming@vip.sina.com] and [sc@njmu.edu.cn].

江苏省糖尿病防治生物库(JBPCD)是江苏省启动的一项基于社区的前瞻性队列研究,旨在调查 2 型糖尿病(T2DM)相关并发症的负担。该研究旨在更好地了解T2DM并发症的发病率、风险因素和长期结果,为制定预防和控制策略提供依据。2013年10月至2014年7月,研究人员从苏州市和淮安市招募了20,053名T2DM患者(男性7,862人,女性12,191人)。通过问卷调查、体格检查和生化检测收集基线数据,并将血样储存在生物库中。随访的重点是与T2DM并发症相关的发病率和死亡率,并与国家和地方医疗数据集相关联。2019 年 8 月至 2020 年 10 月期间,完成了对 13973 名参与者的重复评估,包括问卷调查、体格检查和重复采血。该研究发现了1,479例癌症新病例和3,324例心血管疾病病例,总死亡率为25.66/1,000人年。JBPCD 欢迎通过电子邮件提出研究合作和数据访问请求。目前,还没有计划提供队列数据供公众免费查阅,但欢迎提出进一步合作的具体建议。如需更多信息和合作,请发送电子邮件至 [jswuming@vip.sina.com] 和 [sc@njmu.edu.cn]。
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引用次数: 0
How to mitigate selection bias in COVID-19 surveys: evidence from five national cohorts 如何减少 COVID-19 调查中的选择偏差:来自五个国家队列的证据
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-11-20 DOI: 10.1007/s10654-024-01164-y
Martina K. Narayanan, Brian Dodgeon, Michail Katsoulis, George B. Ploubidis, Richard J. Silverwood

Non-response to surveys is a common problem; even more so during the COVID-19 pandemic with social distancing measures challenging data collection. As respondents often differ from non-respondents, this can introduce bias. The goal of the current study was to see if we can reduce bias and restore sample representativeness in a series of COVID-19 surveys embedded within five UK cohort studies by using the rich data available from previous waves of data collection. Three surveys were conducted during the pandemic across five UK cohorts: National Survey of Health and Development (NSHD, born 1946), 1958 National Child Development Study (NCDS), 1970 British Cohort Study (BCS70), Next Steps (born 1989-90) and Millennium Cohort Study (MCS, born 2000-02). Response rates in the COVID-19 surveys were lower compared to previous waves, especially in the younger cohorts. We identified bias due to systematic non-response in several variables, with more respondents in the most advantaged social class and among those with higher childhood cognitive ability. Making use of the rich data available pre-pandemic in these longitudinal studies, the application of non-response weights and multiple imputation was successful in reducing bias in parental social class and childhood cognitive ability, nearly eliminating it for the former. Surveys embedded within existing cohort studies offer a clear advantage over cross-sectional samples collected during the pandemic in terms of their ability to mitigate selection bias. This will enhance the quality and reliability of future research studying the medium and long-term effects of the pandemic.

调查无响应是一个常见问题;在 COVID-19 大流行期间,由于社会疏远措施给数据收集带来了挑战,这一问题更加严重。由于受访者与非受访者往往不同,这可能会带来偏差。本研究的目标是了解我们是否能通过使用前几波数据收集中的丰富数据,在英国五项队列研究中嵌入一系列 COVID-19 调查,从而减少偏差并恢复样本的代表性。在大流行期间,对英国的五个队列进行了三次调查:全国健康与发展调查(NSHD,1946 年出生)、1958 年全国儿童发展研究(NCDS)、1970 年英国队列研究(BCS70)、下一步研究(1989-90 年出生)和千禧年队列研究(MCS,2000-02 年出生)。与前几次调查相比,COVID-19 调查的回复率较低,尤其是在较年轻的队列中。我们发现,在几个变量中,由于系统性无应答造成了偏差,在最优越的社会阶层和儿童认知能力较高的人群中,有更多的受访者。利用这些纵向研究中流行前的丰富数据,应用非响应权重和多重估算成功地减少了父母社会阶层和儿童认知能力方面的偏差,几乎消除了前者的偏差。与大流行期间收集的横断面样本相比,嵌入现有队列研究中的调查在减少选择偏差方面具有明显优势。这将提高未来研究大流行病中长期影响的质量和可靠性。
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