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{"title":"Association of Epicardial Adipose Tissue Changes on Serial Chest CT Scans with Mortality: Insights from the National Lung Screening Trial.","authors":"Isabel L Langenbach, Ibrahim Hadzic, Roman Zeleznik, Marcel C Langenbach, David Maintz, Thomas Mayrhofer, Michael T Lu, Hugo J W L Aerts, Borek Foldyna","doi":"10.1148/radiol.240473","DOIUrl":null,"url":null,"abstract":"<p><p>Background Individuals eligible for lung cancer screening with low-dose CT face a higher cardiovascular mortality risk. Purpose To investigate the association between changes in epicardial adipose tissue (EAT) at the 2-year interval and mortality in individuals undergoing serial low-dose CT lung cancer screening. Materials and Methods This secondary analysis of the National Lung Screening Trial obtained EAT volume and density from serial low-dose CT scans using a validated automated deep learning algorithm. EAT volume and density changes over 2 years were categorized into typical (decrease of 7% to increase of 11% and decrease of 3% to increase of 2%, respectively) and atypical (increase or decrease beyond typical) changes, which were associated with all-cause, cardiovascular, and lung cancer mortality. Uni- and multivariable Cox proportional hazard regression models-adjusted for baseline EAT values, age, sex, race, ethnicity, smoking, pack-years, heart disease or myocardial infarction, stroke, hypertension, diabetes, education status, body mass index, and coronary artery calcium-were performed. Results Among 20 661 participants (mean age, 61.4 years ± 5.0 [SD]; 12 237 male [59.2%]), 3483 (16.9%) died over a median follow-up of 10.4 years (IQR, 9.9-10.8 years) (cardiovascular related: 816 [23.4%]; lung cancer related: 705 [20.2%]). Mean EAT volume increased (2.5 cm<sup>3</sup>/m<sup>2</sup> ± 11.0) and density decreased (decrease of 0.5 HU ± 3.0) over 2 years. Atypical changes in EAT volume were independent predictors of all-cause mortality (atypical increase: hazard ratio [HR], 1.15 [95% CI: 1.06, 1.25] [<i>P</i> < .001]; atypical decrease: HR, 1.34 [95% CI: 1.23, 1.46] [<i>P</i> < .001]). An atypical decrease in EAT volume was associated with cardiovascular mortality (HR, 1.27 [95% CI: 1.06, 1.51]; <i>P</i> = .009). EAT density increase was associated with all-cause, cardiovascular, and lung cancer mortality (HR, 1.29 [95% CI: 1.18, 1.40] [<i>P</i> < .001]; HR, 1.29 [95% CI: 1.08, 1.54] [<i>P</i> = .005]; HR, 1.30 [95% CI: 1.07, 1.57] [<i>P</i> = .007], respectively). Conclusion EAT volume increase and decrease and EAT density increase beyond typical on subsequent chest CT scans were associated with all-cause mortality in participants screened for lung cancer. EAT volume decrease and EAT density increase were associated with elevated risk of cardiovascular mortality after adjustment for baseline EAT values. © RSNA, 2025 <i>Supplemental material is available for this article.</i> See also the editorial by Fuss in this issue.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"314 2","pages":"e240473"},"PeriodicalIF":15.2000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11868846/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1148/radiol.240473","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
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Abstract
Background Individuals eligible for lung cancer screening with low-dose CT face a higher cardiovascular mortality risk. Purpose To investigate the association between changes in epicardial adipose tissue (EAT) at the 2-year interval and mortality in individuals undergoing serial low-dose CT lung cancer screening. Materials and Methods This secondary analysis of the National Lung Screening Trial obtained EAT volume and density from serial low-dose CT scans using a validated automated deep learning algorithm. EAT volume and density changes over 2 years were categorized into typical (decrease of 7% to increase of 11% and decrease of 3% to increase of 2%, respectively) and atypical (increase or decrease beyond typical) changes, which were associated with all-cause, cardiovascular, and lung cancer mortality. Uni- and multivariable Cox proportional hazard regression models-adjusted for baseline EAT values, age, sex, race, ethnicity, smoking, pack-years, heart disease or myocardial infarction, stroke, hypertension, diabetes, education status, body mass index, and coronary artery calcium-were performed. Results Among 20 661 participants (mean age, 61.4 years ± 5.0 [SD]; 12 237 male [59.2%]), 3483 (16.9%) died over a median follow-up of 10.4 years (IQR, 9.9-10.8 years) (cardiovascular related: 816 [23.4%]; lung cancer related: 705 [20.2%]). Mean EAT volume increased (2.5 cm3 /m2 ± 11.0) and density decreased (decrease of 0.5 HU ± 3.0) over 2 years. Atypical changes in EAT volume were independent predictors of all-cause mortality (atypical increase: hazard ratio [HR], 1.15 [95% CI: 1.06, 1.25] [P < .001]; atypical decrease: HR, 1.34 [95% CI: 1.23, 1.46] [P < .001]). An atypical decrease in EAT volume was associated with cardiovascular mortality (HR, 1.27 [95% CI: 1.06, 1.51]; P = .009). EAT density increase was associated with all-cause, cardiovascular, and lung cancer mortality (HR, 1.29 [95% CI: 1.18, 1.40] [P < .001]; HR, 1.29 [95% CI: 1.08, 1.54] [P = .005]; HR, 1.30 [95% CI: 1.07, 1.57] [P = .007], respectively). Conclusion EAT volume increase and decrease and EAT density increase beyond typical on subsequent chest CT scans were associated with all-cause mortality in participants screened for lung cancer. EAT volume decrease and EAT density increase were associated with elevated risk of cardiovascular mortality after adjustment for baseline EAT values. © RSNA, 2025 Supplemental material is available for this article. See also the editorial by Fuss in this issue.
系列胸部CT扫描心外膜脂肪组织改变与死亡率的关系:来自国家肺部筛查试验的见解。
背景:适合肺癌低剂量CT筛查的个体面临较高的心血管死亡风险。目的探讨连续接受低剂量CT肺癌筛查的患者2年心外膜脂肪组织(EAT)变化与死亡率之间的关系。材料和方法对国家肺筛查试验的二次分析使用经过验证的自动深度学习算法从一系列低剂量CT扫描中获得EAT体积和密度。2年内的食管癌体积和密度变化分为典型(减少7%至增加11%,减少3%至增加2%)和非典型(增加或减少超出典型)变化,这与全因、心血管和肺癌死亡率相关。采用单变量和多变量Cox比例风险回归模型,校正了基线EAT值、年龄、性别、种族、民族、吸烟、包龄、心脏病或心肌梗死、中风、高血压、糖尿病、教育状况、体重指数和冠状动脉钙。结果20661名参与者(平均年龄61.4岁±5.0 [SD];12237例男性[59.2%]),3483例(16.9%)在中位随访10.4年(IQR, 9.9-10.8年)期间死亡(心血管相关:816例[23.4%];肺癌相关:705例[20.2%])。2年内平均胃胃管体积增加(2.5 cm3/m2±11.0),密度降低(0.5 HU±3.0)。非典型食管容积变化是全因死亡率的独立预测因子(非典型增加:危险比[HR], 1.15 [95% CI: 1.06, 1.25] [P < .001];非典型下降:HR, 1.34 [95% CI: 1.23, 1.46] [P < .001])。非典型的EAT体积减少与心血管死亡率相关(HR, 1.27 [95% CI: 1.06, 1.51];P = .009)。EAT密度增加与全因、心血管和肺癌死亡率相关(HR, 1.29 [95% CI: 1.18, 1.40] [P < .001];Hr, 1.29 [95% ci: 1.08, 1.54] [p = .005];HR, 1.30 [95% CI: 1.07, 1.57] [P = .007])。结论:在肺癌筛查的参与者中,在随后的胸部CT扫描中,EAT体积的增加和减少以及EAT密度的增加与全因死亡率相关。调整基线EAT值后,EAT体积减小和EAT密度增加与心血管死亡风险升高相关。©RSNA, 2025本文可获得补充材料。参见本期Fuss的社论。
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