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Generalized additive mixed models to discern data-driven theoretically informed strategies for public brain, cognitive and mental health. 为公众大脑、认知和心理健康辨别数据驱动的理论知情策略的广义加性混合模型。
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 DOI: 10.1007/s10654-025-01296-9
Laurenz Lammer,Frauke Beyer,Steffi Riedel-Heller,Julia Sacher,Heide Glaesmer,Arno Villringer,A Veronica Witte
Social isolation is recognized as a public health emergency. However, major guidelines provide vastly different recommendations on how to target it, and no strategy has been substantiated on firm theoretical or empirical grounds, yet. Rose's seminal The Strategy of Preventive Medicine provided a theoretical framework for such arbitrations between approaches. Therein, determining the shape of the relationship between risk factor and outcome is of paramount importance. However, quantitative approaches immediately applying this theory to evidence are still lacking. Thus, in this pre-registered analysis, we pursued a novel approach and employed generalized additive mixed models to model the shape of social isolation's Links to brain, cognitive and mental health outcomes in a well-characterised population-based sample. We derived brain measures from 3T MRIs, assessed cognitive functions with extensive neuropsychological testing and measured social isolation and mental health outcomes using established questionnaires. Overall, we studied over 10,000 (mean age 58a, 53% women) participants at baseline and over 5500 (mean age 64a, 53% women) at follow-up after ~ 6 years. The relationship of social contact with almost all outcomes was firmly linear and did not differ above and below the standard threshold for social isolation. Only for processing speed did we detect a steeper slope amongst socially isolated individuals. Hence, most of the health effects of social contact were observed in individuals that would not be categorised as socially isolated. Applying advanced statistical methods to a large and well-characterised dataset we provide evidence in support of a shift in focus away from individual-level and towards population-level preventive approaches.
社会隔离被认为是一种突发公共卫生事件。然而,主要的指导方针对如何针对它提供了截然不同的建议,而且还没有任何战略在坚实的理论或经验基础上得到证实。罗斯开创性的《预防医学战略》为这种方法之间的仲裁提供了理论框架。在这方面,确定风险因素与结果之间关系的形式是至关重要的。然而,立即将这一理论应用于证据的定量方法仍然缺乏。因此,在这一预先登记的分析中,我们采用了一种新颖的方法,并采用广义加性混合模型来模拟社会隔离与大脑、认知和心理健康结果之间的联系。我们从3T核磁共振成像中获得大脑测量值,通过广泛的神经心理学测试评估认知功能,并使用既定的问卷测量社会隔离和心理健康结果。总的来说,我们在基线时研究了10,000多名参与者(平均年龄58a, 53%为女性),在随访约6年后研究了5500多名参与者(平均年龄64a, 53%为女性)。社会接触与几乎所有结果的关系都是线性的,在社会隔离的标准阈值上下没有差异。只有在处理速度方面,我们发现社会孤立个体的斜率更大。因此,社会接触对健康的影响大多发生在那些不属于社会孤立的个体身上。将先进的统计方法应用于大型且特征良好的数据集,我们提供证据支持将重点从个人层面转向人群层面的预防方法。
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引用次数: 0
Elucidating some common biases in randomized controlled trials using directed acyclic graphs. 用有向无环图阐明随机对照试验中的一些常见偏差。
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-11 DOI: 10.1007/s10654-025-01298-7
Erin E Gabriel,Alex Ocampo,Arvid Sjölander
Although the ideal randomized clinical trial is the gold standard for causal inference, real randomized trials often suffer from imperfections that may hamper causal effect estimation. Stating the estimand of interest can help reduce confusion about what is being estimated, but it is often difficult to determine what is and is not identifiable given a trial's specific imperfections. We demonstrate how directed acyclic graphs can be used to elucidate the consequences of common imperfections, such as noncompliance, unblinding, and drop-out, for the identification of the intention-to-treat effect, the total treatment effect and the physiological treatment effect. We assert that the physiological treatment effect is not identifiable outside a trial with perfect compliance and no dropout, where blinding is perfectly maintained.
虽然理想的随机临床试验是因果推理的黄金标准,但真正的随机试验往往存在可能妨碍因果效应估计的不完善之处。陈述感兴趣的估计可以帮助减少对正在估计的东西的混淆,但是通常很难确定什么是可识别的,什么是不可识别的,因为试验有特定的缺陷。我们展示了如何使用有向无环图来阐明常见缺陷的后果,例如不依从性、解盲和退出,以确定意向治疗效果、总治疗效果和生理治疗效果。我们断言,生理治疗效果是无法识别的试验之外,完全依从性和无退出,其中盲法是完全维持。
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引用次数: 0
An instrumental variable analysis of body mass index and risk of long-term sick leave: the HUNT Study, Norway. 体质指数与长期病假风险的工具变量分析:HUNT研究,挪威。
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-04 DOI: 10.1007/s10654-025-01299-6
Karoline Moe,Eivind Schjelderup Skarpsno,Tom Ivar Lund Nilsen,Silje L Kaspersen,Solveig Osborg Ose,David Carslake,Paul Jarle Mork,Lene Aasdahl
A more comprehensive understanding of the causal relationships between body mass index (BMI) and sick leave is needed. We aimed to examine the effect of BMI on the risk of cause-specific and all-cause long-term sick leave using an instrumental variable approach. The study included 21,918 adults participating in the two latest surveys of the population-based HUNT Study (HUNT3, 2006-2008 and HUNT4, 2017-2019) linked with registry data on cause-specific sick leave, including musculoskeletal and mental disorders. We used Cox regression to estimate risk of long-term sick leave per standard deviation (SD) increase in z-score of BMI, applying both conventional analysis of own BMI and instrumental variable analysis based on offspring BMI. In the conventional analyses, hazard ratios per SD increase in z-score of BMI ranged from 1.04 (95% confidence interval (CI) 0.99-1.08) for mental health disorders in women to 1.17 (95% CI 1.13-1.22) for musculoskeletal disorders in men. The instrumental variable approach supported that higher BMI increased the risk of long-term sick leave, except for sick leave due to mental health disorders in men. The analyses suggested that offspring BMI as an instrument is not independent of shared confounding. The results from both the conventional and instrumental variable analyses show that higher BMI increases the risk of long-term sick leave, except for sick leave due to mental health disorders in men. The instrumental variable method is likely to remove bias due to reverse causation, but residual bias due to shared confounding factors cannot be ruled out.
需要更全面地了解身体质量指数(BMI)与病假之间的因果关系。我们的目的是使用工具变量方法检查BMI对特定原因和全原因长期病假风险的影响。该研究包括21918名成年人,他们参加了基于人群的HUNT研究(HUNT3, 2006-2008年和HUNT4, 2017-2019年)的两项最新调查,这些调查与特定原因病假的登记数据有关,包括肌肉骨骼和精神疾病。我们采用常规的BMI分析和基于子代BMI的工具变量分析,采用Cox回归来估计长期病假对BMI z得分每标准差(SD)增加的风险。在常规分析中,BMI z得分每SD增加的风险比范围从女性精神健康障碍的1.04(95%可信区间(CI) 0.99-1.08)到男性肌肉骨骼疾病的1.17 (95% CI 1.13-1.22)。工具变量方法支持较高的BMI增加了长期病假的风险,但男性因精神健康障碍而请病假的情况除外。分析表明,后代BMI作为一种工具并不是独立于共同的混杂因素。常规变量分析和工具变量分析的结果表明,高BMI会增加长期病假的风险,但男性因精神健康障碍而请病假的情况除外。工具变量法有可能消除反向因果关系造成的偏倚,但不能排除共同混杂因素造成的残留偏倚。
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引用次数: 0
Caveats of assessing incidence trends using publicly available registry data. 使用可公开获得的登记数据评估发病率趋势的注意事项。
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-04 DOI: 10.1007/s10654-025-01288-9
Volker Arndt,Soo-Zin Kim-Wanner,Bernd Holleczek,Alice Nennecke,Frederik Peters,Annika Waldmann
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引用次数: 0
Plasma metabolites, metabolic risk score and colorectal cancer risk: a prospective cohort study. 血浆代谢物、代谢风险评分和结直肠癌风险:一项前瞻性队列研究。
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-04 DOI: 10.1007/s10654-025-01284-z
Ying Deng,Miaomiao Yang,Panxin Peng,Ying Lin,Jiaqi Lin,Jingyao Huang,Kejia Wu,Xingxing Hu,Zibo Ni,Dongsheng Hu,Ming Zhang,Baochang He,Yinggang Chen,Lin Tian,Chunsheng Cheng,Qingtian Luo,Pei Qin,Xiuyun Chen,Jian Yang,Fulan Hu
The associations of colorectal cancer (CRC) risk with metabolites, lifestyle factors and their joint effects have not been fully elucidated. Therefore, we conducted a prospective cohort study to estimate the associations of CRC risk with metabolites, metabolic risk score (MRS) and its joint associations with lifestyle factors. This study included 82,514 participants with plasma metabolites data in the UK Biobank. LASSO-COX and Random Forest was used to select metabolites. Cox regression was utilized to construct MRS and estimate the associations of CRC risk with metabolites, MRS and its joint associations with lifestyle factors. Single-cell RNA sequencing data were analyzed to identify metabolism-related genes and metabolic pathways during CRC progression. During a median follow-up of 13.28 years, 1151 incident CRC cases were identified. MRS, constructed using 6 metabolites, was significantly associated with increased CRC risk (HR = 1.39, 95% CI 1.22-1.56 for high vs. low MRS), with the strongest association for proximal colon cancer (HR = 1.51, 95% CI 1.24-1.84), followed by distal colon cancer and rectal cancer (HR = 1.35, 95% CI 1.05-1.72; HR = 1.37, 95% CI 1.11-1.69). Joint associations were identified between MRS and lifestyle factors with CRC risk. Individuals with healthy sleep, never smoking, healthy diet, and healthy lifestyle but high MRS also exhibited elevated CRC risk. Linoleic acid, histidine and tyrosine metabolism pathways played important roles during normal intestinal mucosa to CRC progression. Pre-diagnostic metabolites and MRS were significantly associated with increased CRC risk, especially proximal colon cancer. Individuals should maintain normal metabolite levels and healthy lifestyles for CRC prevention.
结直肠癌(CRC)风险与代谢物、生活方式因素及其联合效应的关系尚未完全阐明。因此,我们进行了一项前瞻性队列研究,以估计结直肠癌风险与代谢物、代谢风险评分(MRS)及其与生活方式因素的联合关系。这项研究包括82514名参与者,他们的血浆代谢物数据来自英国生物银行。使用LASSO-COX和Random Forest筛选代谢物。利用Cox回归构建MRS,估计CRC风险与代谢物、MRS及其与生活方式因素的联合关系。分析单细胞RNA测序数据,以确定CRC进展过程中的代谢相关基因和代谢途径。在中位随访13.28年期间,确定了1151例CRC病例。使用6种代谢物构建的MRS与CRC风险增加显著相关(高MRS vs低MRS的HR = 1.39, 95% CI 1.22-1.56),其中与近端结肠癌的相关性最强(HR = 1.51, 95% CI 1.24-1.84),其次是远端结肠癌和直肠癌(HR = 1.35, 95% CI 1.05-1.72; HR = 1.37, 95% CI 1.11-1.69)。MRS和生活方式因素与结直肠癌风险之间存在联合关联。睡眠健康、从不吸烟、饮食健康、生活方式健康但MRS较高的个体也表现出较高的结直肠癌风险。亚油酸、组氨酸和酪氨酸代谢途径在正常肠黏膜向结直肠癌进展过程中起重要作用。诊断前代谢物和MRS与结直肠癌风险增加显著相关,尤其是近端结肠癌。为了预防结直肠癌,个人应该保持正常的代谢物水平和健康的生活方式。
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引用次数: 0
A phenome-wide association study of genetically determined nicotine metabolism reveals novel links with health-related outcomes. 基因决定尼古丁代谢的全现象关联研究揭示了与健康相关结果的新联系。
IF 5.9 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-01 Epub Date: 2025-07-12 DOI: 10.1007/s10654-025-01270-5
Jadwiga Buchwald, Terho Lehtimäki, Olli Raitakari, Veikko Salomaa, Jaakko Kaprio, Matti Pirinen

Faster nicotine metabolism, defined as the nicotine metabolite ratio (NMR), is known to associate with heavier smoking and challenges in smoking cessation. However, the broader health implications of genetically determined nicotine metabolism are not well characterized. We performed a hypothesis-free phenome-wide association study (PheWAS) of over 21,000 outcome variables from UK Biobank (UKB) to explore how the NMR (measured as the 3-hydroxycotinine-to-cotinine ratio) associates with the phenome. As the exposure variable, we used a genetic score for faster nicotine metabolism based on 10 putative causal genetic variants, explaining 33.8 % of the variance in the NMR. We analysed ever and never smokers separately to assess whether a causal pathway through nicotine metabolism is plausible. A total of 57 outcome variables reached phenome-wide significance at a false discovery rate of 5 %. We observed expected associations with several phenotypes related to smoking and nicotine, but could not replicate prior findings on cessation. Importantly, we found novel associations between genetically determined faster nicotine metabolism and adverse health outcomes, including unfavourable liver enzyme and lipid values, as well as increased caffeine consumption. These associations did not appear to differ between ever and never smokers, suggesting the corresponding pathways may not involve nicotine metabolism. No favourable health outcomes were linked to genetically determined faster nicotine metabolism. Our findings support a possibility that a future smoking cessation therapy converting fast metabolizers of nicotine to slower ones could work without adverse side effects and potentially even provide other health-related benefits.

更快的尼古丁代谢,定义为尼古丁代谢物比率(NMR),已知与更严重的吸烟和戒烟的挑战有关。然而,基因决定尼古丁代谢的更广泛的健康影响尚未得到很好的表征。我们对来自UK Biobank (UKB)的超过21,000个结果变量进行了无假设的全表型关联研究(PheWAS),以探索NMR(以3-羟基可替宁与可替宁的比率测量)如何与表型相关。作为暴露变量,我们基于10个假定的因果遗传变异使用了尼古丁代谢更快的遗传评分,解释了核磁共振中33.8%的方差。我们分别分析了曾经吸烟者和从未吸烟者,以评估通过尼古丁代谢的因果途径是否合理。共有57个结果变量在5%的错误发现率下达到全现象显著性。我们观察到与吸烟和尼古丁相关的几种表型的预期关联,但无法复制先前在戒烟方面的发现。重要的是,我们发现了基因决定的更快的尼古丁代谢与不良健康结果之间的新关联,包括不利的肝酶和脂质值,以及咖啡因摄入量的增加。这些关联在从不吸烟者和从不吸烟者之间似乎没有区别,这表明相应的途径可能与尼古丁代谢无关。没有有利的健康结果与基因决定的更快的尼古丁代谢有关。我们的研究结果支持一种可能性,即未来的戒烟疗法将尼古丁的快速代谢物转化为较慢的代谢物,可能没有不良副作用,甚至可能提供其他与健康相关的益处。
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引用次数: 0
The impact of modifiable risk factor reduction on future dementia burden: a microsimulation modeling study. 可改变的风险因素减少对未来痴呆负担的影响:一项微观模拟建模研究。
IF 5.9 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-01 Epub Date: 2025-08-23 DOI: 10.1007/s10654-025-01283-0
Chiara C Brück, Koen de Nijs, M Arfan Ikram, Frank J Wolters, Inge M C M de Kok

Approximately 30%-50% of dementia cases are attributable to modifiable risk factors, but the impact of risk reduction strategies on dementia incidence at a population level is uncertain. Reliable estimates of intervention effects require accounting for changes in life expectancy when intervening on risk factors, and model realistic reduction scenarios that consider co-occurrence of risk factors. Using the microsimulation model MISCAN-Dementia, we assessed the effect of interventions on mid-life hypertension and late-life smoking on dementia and mortality risk. We modeled risk factor reductions, from small reductions to complete elimination, and evaluated effects on dementia incidence and prevalence, number of cases, and life years with and without dementia. All risk factor reductions resulted in lower dementia incidence and prevalence, fewer dementia cases, and more dementia-free life years. Eliminating smoking resulted in 1.4% fewer dementia cases for women and 2.5% for men over their lifetime. Eliminating hypertension reduced dementia cases by 1.1% for women and 3.3% for men. The number of dementia cases and life years with dementia decreased until around age 90, after which a slight increase was observed due to prolonged life expectancy with the reductions. Reducing smoking and hypertension will result in additional life years without dementia and a modest reduction in overall dementia cases, with some additional dementia cases in the oldest old. These findings emphasize the potential of dementia risk reduction strategies and the importance of considering concurrent changes in mortality when evaluating risk factor reductions.

大约30%-50%的痴呆病例可归因于可改变的风险因素,但在人群水平上,风险降低策略对痴呆发病率的影响尚不确定。干预效果的可靠估计需要在干预风险因素时考虑预期寿命的变化,并模拟考虑风险因素共同发生的现实减少情景。使用微观模拟模型MISCAN-Dementia,我们评估了干预中年高血压和晚年吸烟对痴呆和死亡风险的影响。我们建立了风险因素减少的模型,从小幅度减少到完全消除,并评估了对痴呆发病率和患病率、病例数以及有和没有痴呆的寿命年的影响。所有风险因素的减少导致痴呆发病率和患病率降低,痴呆病例减少,无痴呆生活年数增加。在他们的一生中,戒烟导致女性痴呆症病例减少1.4%,男性减少2.5%。消除高血压可使女性和男性的痴呆病例分别减少1.1%和3.3%。痴呆症病例数和患痴呆症的生命年数在90岁左右之前有所下降,此后由于预期寿命随着减少而延长,观察到略有增加。减少吸烟和高血压将增加无痴呆症的寿命,并适度减少总体痴呆症病例,其中老年痴呆症病例会增加一些。这些发现强调了降低痴呆风险策略的潜力,以及在评估降低风险因素时考虑死亡率同时变化的重要性。
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引用次数: 0
Cohort profile: the West-China hospital alliance longitudinal epidemiology wellness (WHALE) study. 队列简介:华西医院联盟纵向流行病学健康研究。
IF 5.9 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-01 Epub Date: 2025-08-23 DOI: 10.1007/s10654-025-01290-1
Yifei Lin, Yong Yang, Zhuyue Li, Liang Du, Rui Shi, Qingke Shi, Xueru Xu, Geng Yin, Fan Zhang, Wenxia Huang, Yan Huang, Ga Liao, Qilin Liu, Weimin Li, Huan Song, Jin Huang

The West-China Hospital Alliance Longitudinal Epidemiology Wellness (WHALE) Study establishes a robust, multidimensional database to provide comprehensive insights into health-to-disease transitions, advancing proactive healthcare and enhancing understanding of the interplay among genetic, behavioral, and environmental factors in disease. The WHALE Study includes a database and a cohort. The WHALE Database, established in 2010, integrates health check-up data from 11 hospitals, covering sociodemographic, lifestyle, medical history, and clinical data. The WHALE Health Trajectory Cohort, launched in November 2024, recruits adults with at least three health check-ups, featuring biennial active follow-ups and passive linkage with regional healthcare databases. As of January 2025, the WHALE Database includes over 3.4 million health records from 1,526,686 participants, with a mean age of 40.3 years and a balanced gender distribution. Notably, 23.88% of participants had at least three health check-ups, and 3.31% had more than ten, highlighting a significant proportion with repeated measurements. The study provides key insights into health trajectories by examining the associations of biomarker data and their trajectory patterns with aging, pre-disease conditions, and disease diagnoses. The strengths of the WHALE Study include its large sample size, longitudinal design, diverse representation, comprehensive data, and robust quality control. Limitations include potential selection bias, data variability across centers, and reliance on self-reported data for some variables.

华西医院联盟的纵向流行病学健康(WHALE)研究建立了一个强大的多维数据库,为健康到疾病的转变提供全面的见解,促进积极的医疗保健,并加强对疾病中遗传、行为和环境因素相互作用的理解。WHALE研究包括一个数据库和一个队列。2010年建立的鲸鱼数据库整合了11家医院的健康检查数据,涵盖社会人口、生活方式、病史和临床数据。鲸鱼健康轨迹队列于2024年11月启动,招募至少进行过三次健康检查的成年人,两年一次的主动随访和与区域医疗保健数据库的被动联系。截至2025年1月,鲸鱼数据库包括来自1,526,686名参与者的340多万份健康记录,平均年龄为40.3岁,性别分布均衡。值得注意的是,23.88%的参与者至少进行了三次健康检查,3.31%的参与者进行了十次以上的健康检查,突出了重复测量的显着比例。该研究通过检查生物标志物数据及其轨迹模式与衰老、疾病前期状况和疾病诊断的关联,为健康轨迹提供了关键见解。WHALE研究的优势包括样本量大、纵向设计、代表性多样化、数据全面以及强有力的质量控制。局限性包括潜在的选择偏差,跨中心的数据可变性,以及对某些变量的自我报告数据的依赖。
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引用次数: 0
Associations of potentially inappropriate medications in older adults with mortality and hospitalizations: methodological challenges in pharmacoepidemiology. 老年人潜在不适当用药与死亡率和住院的关联:药物流行病学的方法学挑战。
IF 5.9 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-01 Epub Date: 2025-08-23 DOI: 10.1007/s10654-025-01294-x
Miriam Degen, Ben Schöttker

Previous studies on the association of potentially inappropriate medication (PIM) use with hospitalization risk and all-cause mortality among older adults were prone to confounding and biases. Using data from 217,111 participants of the population-based United Kingdom Biobank, aged 60-69 years, including 95,187 participants with primary care data linkage, the main analysis was a prospective new user design with 1:1 propensity-score stratified by indication matching of new PIM users and new appropriate medication (AM) users (assessed with the EURO-FORTA list). Results were compared to previous approaches with a prevalent user design and a new user design without propensity score matching. 43,307 (19.9%) participants used at least one PIM at baseline. Among 11,812 propensity score matched individuals with new PIM or new AM prescription within 2 years after baseline, new PIM use was associated with non-significantly 20% increased 1-month hospitalization (hazard ratio (HR) [95% confidence interval (95% CI)]: 1.20 [0.76-1.90]) and 23% increased 1-year mortality (1.23 [0.80-1.89]). Null-results were obtained with the prevalent user design (HRs [95% CIs]: 1-month hospitalization: 1.04 [0.83-1.31]; 1-year mortality: 1.01 [0.82-1.23]) and slightly stronger associations in new user design without propensity score matching stratified by indication (1-month hospitalization (1.24 [0.95-1.61]); 1-year mortality (HR [95% CI] 1.57 [1.24-2.00]). This first study with an appropriate methodology showed that previous pharmacoepidemiologic studies on the risk of PIM for hospitalization and mortality have either under- or overestimated the risk. Effect sizes of about 20% appear biologically plausible and larger studies are needed to detect such weak associations with statistical significance.

先前关于潜在不适当药物(PIM)使用与老年人住院风险和全因死亡率之间关系的研究容易出现混淆和偏差。使用基于人群的英国生物银行的217,111名参与者的数据,年龄在60-69岁之间,其中包括95,187名具有初级保健数据联系的参与者,主要分析是一个前瞻性新用户设计,通过新的PIM用户和新的适当药物(AM)用户的适应症匹配(用EURO-FORTA列表进行评估),以1:1的倾向评分分层。结果比较了以前的方法与一个普遍的用户设计和一个新的用户设计没有倾向得分匹配。43,307名(19.9%)参与者在基线时至少使用了一种PIM。在11,812名倾向评分匹配的个体中,在基线后2年内使用新的PIM或新的AM处方,新的PIM使用与1个月住院率增加20%无显著性相关(风险比(HR)[95%置信区间(95% CI)]: 1.20[0.76-1.90])和1年死亡率增加23%(1.23[0.80-1.89])。流行用户设计(hr [95% ci]:住院1个月:1.04[0.83-1.31];1年死亡率:1.01[0.82-1.23])与新用户设计的相关性略强,未按适应症分层进行倾向评分匹配(住院1个月(1.24 [0.95-1.61]);1年死亡率(HR [95% CI] 1.57[1.24-2.00])。这第一项采用适当方法的研究表明,先前关于PIM对住院和死亡风险的药物流行病学研究要么低估了风险,要么高估了风险。大约20%的效应大小在生物学上似乎是合理的,需要更大规模的研究来检测这种具有统计显著性的弱关联。
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引用次数: 0
The relationship between PFAS exposure and dyslipidemia: an updated review, meta-analysis, and evaluation of bias. PFAS暴露与血脂异常之间的关系:一项最新综述、荟萃分析和偏倚评估。
IF 13.6 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-08-13 DOI: 10.1007/s10654-025-01271-4
Michael R Hussey,Tiffany G Kornberg,James M Sherrick,Abigail M Olson,John A Kind,Angela L Perez
There is concern that widespread exposure to per- and polyfluoroalkyl substances (PFAS) may induce changes in serum lipids, however, current evidence is insufficient to establish causality in humans. This systematic review evaluated 69 articles examining exposure to perfluorooctanoic acid (PFOA) or perfluorooctane sulfonic acid (PFOS) and alterations in adult serum lipid outcomes. The majority of associations for PFOA or PFOS with serum lipids were either not significant, significantly negative, or were mixed versus significantly positive findings, suggesting non-consensus of any associations. A subset of 37 studies were examined via meta-analysis and reviewed for biases. Using pooled estimates, PFOA and PFOS exposure were significantly positively associated with total cholesterol (TC) and low-density lipoprotein (LDL). PFOA was significantly positively associated with triglycerides (TG), whereas PFOS had a non-significant positive association with high-density lipoprotein (HDL). TC and LDL estimates demonstrated high heterogeneity, peaking within cross-sectional and non-occupational studies that comprised the majority of the meta-analysis. Conversely, pooled estimates from longitudinal investigations trended towards null and were not significant. Potential reasons for heterogeneity were identified in a bias analysis and primarily included inconsistent confounding controls and possible subject recruitment bias from regions with known PFAS contamination. These factors indicate inconsistencies in PFAS-lipid literature that require further prospective investigations.
令人关切的是,广泛接触全氟烷基和多氟烷基物质(PFAS)可能导致血清脂质的变化,然而,目前的证据不足以确定人类之间的因果关系。本系统综述评估了69篇研究全氟辛酸(PFOA)或全氟辛烷磺酸(PFOS)暴露和成人血脂结果变化的文章。PFOA或PFOS与血脂的大多数关联要么不显著,要么显著阴性,要么是混合的,要么是显著阳性的结果,这表明没有共识的任何关联。通过荟萃分析检查了37项研究的子集,并对偏差进行了审查。通过汇总估计,PFOA和PFOS暴露与总胆固醇(TC)和低密度脂蛋白(LDL)显著正相关。PFOA与甘油三酯(TG)呈显著正相关,而PFOS与高密度脂蛋白(HDL)呈非显著正相关。TC和LDL的估计值显示出很高的异质性,在横断面和非职业研究中达到峰值,这些研究构成了meta分析的大部分。相反,纵向调查的汇总估计趋向于零,不显著。在偏倚分析中确定了异质性的潜在原因,主要包括不一致的混杂对照和可能来自已知PFAS污染地区的受试者招募偏倚。这些因素表明pfas -脂质文献不一致,需要进一步的前瞻性研究。
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European Journal of Epidemiology
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