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连续胸部CT扫描中心外膜脂肪组织变化与死亡率的关联:来自国家肺癌筛查试验的见解

Association of Epicardial Adipose Tissue Changes on Serial Chest CT Scans with Mortality: Insights from the National Lung Screening Trial.

作者信息

Langenbach Isabel L, Hadzic Ibrahim, Zeleznik Roman, Langenbach Marcel C, Maintz David, Mayrhofer Thomas, Lu Michael T, Aerts Hugo J W L, Foldyna Borek

机构信息

From the Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, 165 Cambridge St, Ste 400, Boston, MA 02114 (I.L.L., M.C.L., T.M., M.T.L., B.F.); Institute for Diagnostic and Interventional Radiology, University Hospital Cologne, Cologne, Germany (I.L.L., M.C.L., D.M.); Artificial Intelligence in Medicine Program, Mass General Brigham, Harvard Medical School, Boston, Mass (I.H., R.Z., H.J.W.L.A.); Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Mass (I.H., R.Z., H.J.W.L.A.); Department of Radiology and Nuclear Medicine, CARIM & GROW, Maastricht University, Maastricht, the Netherlands (I.H., H.J.W.L.A.); and School of Business Studies, Stralsund University of Applied Sciences, Stralsund, Germany (T.M.).

出版信息

Radiology. 2025 Feb;314(2):e240473. doi: 10.1148/radiol.240473.

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 cm/m ± 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] [ < .001]; atypical decrease: HR, 1.34 [95% CI: 1.23, 1.46] [ < .001]). An atypical decrease in EAT volume was associated with cardiovascular mortality (HR, 1.27 [95% CI: 1.06, 1.51]; = .009). EAT density increase was associated with all-cause, cardiovascular, and lung cancer mortality (HR, 1.29 [95% CI: 1.18, 1.40] [ < .001]; HR, 1.29 [95% CI: 1.08, 1.54] [ = .005]; HR, 1.30 [95% CI: 1.07, 1.57] [ = .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 See also the editorial by Fuss in this issue.

摘要

背景

符合低剂量CT肺癌筛查条件的个体面临较高的心血管疾病死亡风险。目的:研究在接受系列低剂量CT肺癌筛查的个体中,2年间隔内心外膜脂肪组织(EAT)变化与死亡率之间的关联。材料与方法:本项对国家肺癌筛查试验的二次分析,使用经过验证的自动化深度学习算法从系列低剂量CT扫描中获取EAT体积和密度。将2年内EAT体积和密度的变化分为典型变化(分别为减少7%至增加11%和减少3%至增加2%)和非典型变化(超出典型范围的增加或减少),并将其与全因、心血管疾病和肺癌死亡率相关联。进行单变量和多变量Cox比例风险回归模型分析,并对基线EAT值、年龄、性别、种族、民族、吸烟、吸烟包年数、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化进行校正。结果:在20661名参与者中(平均年龄61.4岁±5.0[标准差];男性12237名[59.2%]),在中位随访10.4年(四分位间距,9.9 - 10.8年)期间,3483人(16.9%)死亡(心血管疾病相关:816人[23.4%];肺癌相关:705人[20.2%])。2年内EAT平均体积增加(2.5 cm³/m²±11.0),密度降低(降低0.5 HU±3.0)。EAT体积的非典型变化是全因死亡率的独立预测因素(非典型增加:风险比[HR],1.15[95%置信区间:1.06,1.25][P <.001];非典型减少:HR,1.34[95%置信区间:1.23,1.46][P <.001])。EAT体积的非典型减少与心血管疾病死亡率相关(HR,1.27[95%置信区间:1.06,1.51];P =.009)。EAT密度增加与全因、心血管疾病和肺癌死亡率相关(HR分别为1.29[95%置信区间:1.18,1.40][P <.001];HR,1.29[95%置信区间:1.08,1.54][P =.005];HR,1.30[95%置信区间:1.07,1.57][P =.007])。结论:在接受肺癌筛查的参与者中,后续胸部CT扫描上EAT体积的增加和减少以及EAT密度超出典型范围的增加与全因死亡率相关。在校正基线EAT值后,EAT体积减少和EAT密度增加与心血管疾病死亡风险升高相关。©RSNA,2025 另见本期Fuss撰写的社论。

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