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基于CT的心包成分变化作为放射性心脏毒性的影像生物标志物

CT-Based Pericardial Composition Change as an Imaging Biomarker for Radiation-Induced Cardiotoxicity.

作者信息

Modiri Arezoo, Vogelius Ivan R, Campos Cynthia Terrones, Kutnar Denis, Jeudy Jean, Pohl Mette, Dickfeld Timm-Michael L, Bentzen Soren M, Sawant Amit, Petersen Jens

机构信息

Department of Radiation Oncology, School of Medicine, University of Maryland, Baltimore, MD 21201, USA.

Department of Oncology, Rigshospitalet, 2100 Copenhagen, Denmark.

出版信息

Cancers (Basel). 2025 Aug 13;17(16):2635. doi: 10.3390/cancers17162635.

Abstract

BACKGROUND/OBJECTIVES: No reliable noninvasive biomarkers are available to predict RT-induced cardiotoxicity. Because the pericardial sac is a fast responder to cardiac injury, we investigated whether RT-induced radiographic pericardial changes might serve as early imaging biomarkers for late cardiotoxicity.

METHODS

We performed a retrospective study of 476 patients (210 males, 266 females; median age, 69 years; median follow-up, 26.7 months) treated with chemo-RT for small cell and non-small cell lung cancers at one single institution from 2009 to 2020. The heart and its 4 mm outmost layer (representing the pericardial sac) were contoured on standard-of-care baseline CTs. Six-month post-RT follow-up CTs were deformably registered on the baseline CTs. Data were harmonized for the effect of contrast. We labeled voxels as Fat, Fluid, Heme, Fibrous, and Calcification using Hounsfield units (HUs). We studied pericardial HU-change histograms as well as volume change and voxel-based mass change in each tissue composition.

RESULTS

Pericardial HU-change histograms had skewed distributions with a mean that was significantly correlated with mean pericardial dose. Voxels within Fluid, Heme, and Fibrous had mass changes consistent with the dose. In Kaplan-Meier curves, Fibrous and Heme volume changes (translating into thickening and effusion), Fat mass change, mean doses to heart and pericardium, history of cardiac disease, and being male were significantly associated with shorter survival, whereas thickening and effusion were significantly associated with shorter time to a post-RT cardiovascular disease diagnosis.

CONCLUSIONS

Pericardium composition distribution has dose-dependent changes detectable on standard-of-care CTs at around 6 months post-RT and may serve as surrogate markers for clinically relevant cardiotoxicity. The findings should be validated with additional research.

摘要

背景/目的:目前尚无可靠的非侵入性生物标志物可用于预测放疗引起的心脏毒性。由于心包囊是对心脏损伤的快速反应者,我们研究了放疗引起的影像学心包变化是否可作为晚期心脏毒性的早期影像学生物标志物。

方法

我们对2009年至2020年在单一机构接受化疗联合放疗治疗小细胞和非小细胞肺癌的476例患者(210例男性,266例女性;中位年龄69岁;中位随访时间26.7个月)进行了一项回顾性研究。在标准治疗基线CT上勾勒出心脏及其最外层4mm(代表心包囊)。放疗后6个月的随访CT通过可变形配准到基线CT上。对数据进行对比效果的归一化处理。我们使用亨氏单位(HU)将体素标记为脂肪、液体、血红素、纤维和钙化。我们研究了心包HU变化直方图以及每种组织成分的体积变化和基于体素的质量变化。

结果

心包HU变化直方图呈偏态分布,其均值与心包平均剂量显著相关。液体、血红素和纤维内的体素质量变化与剂量一致。在Kaplan-Meier曲线中,纤维和血红素体积变化(转化为增厚和积液)、脂肪质量变化、心脏和心包的平均剂量、心脏病史以及男性与较短的生存期显著相关,而增厚和积液与放疗后心血管疾病诊断的较短时间显著相关。

结论

心包成分分布在放疗后约6个月的标准治疗CT上有可检测到的剂量依赖性变化,可作为临床相关心脏毒性的替代标志物。这些发现应通过进一步研究进行验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5ea4/12384465/ad51bed24886/cancers-17-02635-g0A3.jpg

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