测量动态对比增强磁共振成像生物标志物的可重复性可改善肺癌放疗生物反应的评估。

IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
European Radiology Pub Date : 2025-02-01 Epub Date: 2024-08-09 DOI:10.1007/s00330-024-10970-7
Nivetha Sridharan, Ahmed Salem, Ross A Little, Maira Tariq, Susan Cheung, Michael J Dubec, Corinne Faivre-Finn, Geoffrey J M Parker, Nuria Porta, James P B O'Connor
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引用次数: 0

摘要

研究目的测量非小细胞肺癌(NSCLC)患者的动态对比增强磁共振成像(DCE-MRI)生物标记重复性。材料与方法:这是一项单中心前瞻性动态对比增强磁共振成像(DCE-MRI)研究:2015年9月至2017年4月期间进行了一项单中心前瞻性DCE-MRI研究。NSCLC患者在标准放疗前接受扫描,以评估生物标志物的可重复性,在治疗两周后接受扫描,以评估生物反应。在每个时间点测量体积转移常数(Ktrans)、血管外细胞外空间体积分数(ve)和血浆体积分数(vp)以及肿瘤体积。使用受试者内变异系数(wCV)和重复性系数(RC)评估重复性。队列治疗对生物标记物的影响采用混合效应模型进行估算。RC 一致性限制揭示了哪些单个目标病变的变化超出了生物标志物日变化的预期:14名患者(平均年龄67岁+/-12岁,8名男性)有22个可评估病灶(12个原发肿瘤、8个结节转移瘤、2个远处转移瘤)。除 vp 为 42.44% 外,所有生物标记物的 wCV(8/14 例患者)在 9.16% 至 17.02% 之间。Ktrans和ve的组群水平变化显著(p trans和肿瘤体积始终显示出生物反应的单个病灶数量最多。与此不同的是,尽管队列水平发生了变化,但没有一个病灶的ve发生实际变化:结论:确定个别早期生物反应者为传统队列统计提供了更多信息,有助于确定哪些参数最适合在未来的研究中优先采用:动态对比增强磁共振成像生物标志物Ktrans和肿瘤体积具有可重复性,并能在队列和单个病灶水平检测到早期治疗引起的变化,支持将其用于放疗和靶向治疗的进一步评估:要点:很少有文献研究通过测量可重复性或再现性来报告定量成像生物标志物的精确性。肺癌肿瘤微环境的几个 DCE-MRI 生物标记物具有很高的重复性。通过测量重复性系数,可以针对病灶评估治疗的早期生物反应,从而改进传统的评估方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Measuring repeatability of dynamic contrast-enhanced MRI biomarkers improves evaluation of biological response to radiotherapy in lung cancer.

Measuring repeatability of dynamic contrast-enhanced MRI biomarkers improves evaluation of biological response to radiotherapy in lung cancer.

Objectives: To measure dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) biomarker repeatability in patients with non-small cell lung cancer (NSCLC). To use these statistics to identify which individual target lesions show early biological response.

Materials and methods: A single-centre, prospective DCE-MRI study was performed between September 2015 and April 2017. Patients with NSCLC were scanned before standard-of-care radiotherapy to evaluate biomarker repeatability and two weeks into therapy to evaluate biological response. Volume transfer constant (Ktrans), extravascular extracellular space volume fraction (ve) and plasma volume fraction (vp) were measured at each timepoint along with tumour volume. Repeatability was assessed using a within-subject coefficient of variation (wCV) and repeatability coefficient (RC). Cohort treatment effects on biomarkers were estimated using mixed-effects models. RC limits of agreement revealed which individual target lesions changed beyond that expected with biomarker daily variation.

Results: Fourteen patients (mean age, 67 years +/- 12, 8 men) had 22 evaluable lesions (12 primary tumours, 8 nodal metastases, 2 distant metastases). The wCV (in 8/14 patients) was between 9.16% to 17.02% for all biomarkers except for vp, which was 42.44%. Cohort-level changes were significant for Ktrans and ve (p < 0.001) and tumour volume (p = 0.002). Ktrans and tumour volume consistently showed the greatest number of individual lesions showing biological response. In distinction, no individual lesions had a real change in ve despite the cohort-level change.

Conclusion: Identifying individual early biological responders provided additional information to that derived from conventional cohort cohort-level statistics, helping to prioritise which parameters would be best taken forward into future studies.

Clinical relevance statement: Dynamic contrast-enhanced magnetic resonance imaging biomarkers Ktrans and tumour volume are repeatable and detect early treatment-induced changes at both cohort and individual lesion levels, supporting their use in further evaluation of radiotherapy and targeted therapeutics.

Key points: Few literature studies report quantitative imaging biomarker precision, by measuring repeatability or reproducibility. Several DCE-MRI biomarkers of lung cancer tumour microenvironment were highly repeatable. Repeatability coefficient measurements enabled lesion-specific evaluation of early biological response to therapy, improving conventional assessment.

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来源期刊
European Radiology
European Radiology 医学-核医学
CiteScore
11.60
自引率
8.50%
发文量
874
审稿时长
2-4 weeks
期刊介绍: European Radiology (ER) continuously updates scientific knowledge in radiology by publication of strong original articles and state-of-the-art reviews written by leading radiologists. A well balanced combination of review articles, original papers, short communications from European radiological congresses and information on society matters makes ER an indispensable source for current information in this field. This is the Journal of the European Society of Radiology, and the official journal of a number of societies. From 2004-2008 supplements to European Radiology were published under its companion, European Radiology Supplements, ISSN 1613-3749.
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