Tumor Biomechanics Quantified Using MR Elastography to Predict Response to Neoadjuvant Chemotherapy in Individuals with Breast Cancer.

IF 5.6 Q1 ONCOLOGY
Aaditya P Sinha, Patriek Jurrius, Anne-Sophie van Schelt, Omar Darwish, Belul Shifa, Giacomo Annio, Zhane Peterson, Hannah Jeffery, Karen Welsh, Anna Metafa, John Spence, Ashutosh Kothari, Hisham Hamed, Georgina Bitsakou, Vasileios Karydakis, Mangesh Thorat, Elina Shaari, Ali Sever, Anne Rigg, Tony Ng, Sarah Pinder, Ralph Sinkus, Arnie Purushotham
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引用次数: 0

Abstract

Purpose To evaluate the ability of MR elastography (MRE) to noninvasively quantify tissue biomechanics and determine the added diagnostic value of biomechanics for predicting response throughout neoadjuvant chemotherapy (NAC). Materials and Methods In this prospective study (between September 2020 and August 2023; registration no. NCT03238144), participants with breast cancer scheduled to undergo NAC underwent five MRE scans at different time points alongside clinical dynamic contrast-enhanced MRI (DCE MRI). Regions of interest were drawn over the tumor region for the first two scans, while for the post-NAC scan, the initial pre-NAC tumor footprint was used. Biomechanics, specifically tumor stiffness and phase angle within these regions of interest, were quantified as well as the corresponding ratios relative to before NAC (tumor-stiffness ratio and phase-angle ratio, respectively). Postsurgical pathologic analysis was used to determine complete and partial responders. Furthermore, a repeatability analysis was performed for 18 participants. Results Datasets of 41 female participants (mean age, 47 years ± 12.5 [SD]) were included in this analysis. The tumor-stiffness ratio following NAC decreased significantly for complete responders and increased for partial responders (0.76 ± 0.16 and 1.14 ± 0.24, respectively; P < .001). The phase-angle ratio after the first cycle of the first NAC regimen compared with before NAC predicted pathologic response (1.23 ± 0.31 vs 0.91 ± 0.34; P < .001). Combining the tumor stiffness ratio with DCE MRI improved specificity compared with DCE MRI alone (96% vs 44%) while maintaining the high sensitivity of DCE MRI (94%). Repeatability analysis showed excellent agreement for elasticity (repeatability coefficient, 8.3%) and phase angle (repeatability coefficient, 5%). Conclusion MRE-derived phase-angle ratio and tumor stiffness ratio were associated with pathologic complete response in participants with breast cancer undergoing NAC, and a combined DCE MRI plus MRE approach significantly enhanced specificity for identification of complete responders after NAC, while maintaining high sensitivity. Keywords: Breast Cancer, MR Elastography, Neoadjuvant Chemotherapy, Dynamic Contrast-enhanced MRI Supplemental material is available for this article. Clinical trials registration no. NCT03238144 Published under a CC BY 4.0 license.

用磁共振弹性成像量化肿瘤生物力学预测乳腺癌患者对新辅助化疗的反应。
目的评价磁共振弹性成像(MRE)无创量化组织生物力学的能力,并确定生物力学在新辅助化疗(NAC)期间预测反应的附加诊断价值。本前瞻性研究(2020年9月至2023年8月;没有注册。NCT03238144),计划接受NAC的乳腺癌患者在不同的时间点进行了5次MRE扫描,同时进行了临床动态对比增强MRI (DCE MRI)。对于前两次扫描,在肿瘤区域上绘制感兴趣的区域,而对于nac扫描后,则使用初始的nac前肿瘤足迹。量化生物力学,特别是这些感兴趣区域内的肿瘤刚度和相角,以及相对于NAC前的相应比率(分别为肿瘤-刚度比和相角比)。术后病理分析用于确定完全和部分缓解。此外,对18名参与者进行了重复性分析。结果共纳入41例女性受试者(平均年龄47岁±12.5 [SD])。NAC后,完全缓解者的肿瘤-僵硬比显著降低,部分缓解者的肿瘤-僵硬比显著升高(分别为0.76±0.16和1.14±0.24);P < 0.001)。第一个NAC方案第一个周期后与NAC前的相角比预测病理反应(1.23±0.31 vs 0.91±0.34;P < 0.001)。与单独使用DCE MRI相比,肿瘤刚度比联合DCE MRI提高了特异性(96% vs 44%),同时保持了DCE MRI的高灵敏度(94%)。可重复性分析结果表明,弹性(可重复性系数为8.3%)和相位角(可重复性系数为5%)具有良好的一致性。结论MRE衍生的相角比和肿瘤刚度比与乳腺癌NAC患者的病理完全缓解相关,DCE MRI + MRE联合方法可显著提高NAC后完全缓解者识别的特异性,同时保持较高的敏感性。关键词:乳腺癌,磁共振弹性成像,新辅助化疗,动态对比增强MRI临床试验注册号:NCT03238144基于CC BY 4.0许可发布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
5.00
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2.30%
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