Multimodal prediction of neoadjuvant treatment outcome by serial FDG PET and MRI in women with locally advanced breast cancer.

IF 7.4 1区 医学 Q1 Medicine
Anum S Kazerouni, Lanell M Peterson, Isaac Jenkins, Alena Novakova-Jiresova, Hannah M Linden, Julie R Gralow, David M Hockenbery, David A Mankoff, Peggy L Porter, Savannah C Partridge, Jennifer M Specht
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Abstract

Purpose: To investigate combined MRI and 18F-FDG PET for assessing breast tumor metabolism/perfusion mismatch and predicting pathological response and recurrence-free survival (RFS) in women treated for breast cancer.

Methods: Patients undergoing neoadjuvant chemotherapy (NAC) for locally-advanced breast cancer were imaged at three timepoints (pre, mid, and post-NAC), prior to surgery. Imaging included diffusion-weighted and dynamic contrast-enhanced (DCE-) MRI and quantitative 18F-FDG PET. Tumor imaging measures included apparent diffusion coefficient, peak percent enhancement (PE), peak signal enhancement ratio (SER), functional tumor volume, and washout volume on MRI and standardized uptake value (SUVmax), glucose delivery (K1) and FDG metabolic rate (MRFDG) on PET, with percentage changes from baseline calculated at mid- and post-NAC. Associations of imaging measures with pathological response (residual cancer burden [RCB] 0/I vs. II/III) and RFS were evaluated.

Results: Thirty-five patients with stage II/III invasive breast cancer were enrolled in the prospective study (median age: 43, range: 31-66 years, RCB 0/I: N = 11/35, 31%). Baseline imaging metrics were not significantly associated with pathologic response or RFS (p > 0.05). Greater mid-treatment decreases in peak PE, along with greater post-treatment decreases in several DCE-MRI and 18F-FDG PET measures were associated with RCB 0/I after NAC (p < 0.05). Additionally, greater mid- and post-treatment decreases in DCE-MRI (peak SER, washout volume) and 18F-FDG PET (K1) were predictive of prolonged RFS. Mid-treatment decreases in metabolism/perfusion ratios (MRFDG/peak PE, MRFDG/peak SER) were associated with improved RFS.

Conclusion: Mid-treatment changes in both PET and MRI measures were predictive of RCB status and RFS following NAC. Specifically, our results indicate a complementary relationship between DCE-MRI and 18F-FDG PET metrics and potential value of metabolism/perfusion mismatch as a marker of patient outcome.

应用FDG PET和MRI序列对局部晚期癌症妇女新辅助治疗结果的多模式预测。
目的:研究MRI和18F-FDG PET联合评估癌症治疗妇女乳腺肿瘤代谢/灌注失衡,预测病理反应和无复发生存率(RFS)。方法:对接受局部晚期癌症新辅助化疗(NAC)的患者在手术前的三个时间点(NAC前、中、后)进行成像。成像包括扩散加权和动态增强(DCE-)MRI和定量18F-FDG PET。肿瘤成像测量包括MRI上的表观扩散系数、峰值百分比增强(PE)、峰值信号增强率(SER)、功能性肿瘤体积和冲洗体积,以及PET上的标准化摄取值(SUVmax)、葡萄糖输送(K1)和FDG代谢率(MRFDG),并在NAC中期和之后计算与基线相比的百分比变化。评估成像测量与病理反应(残余癌症负担[RCB]0/I与II/III)和RFS的相关性。结果:35名II/III期癌症侵袭性乳腺癌患者参与了前瞻性研究(中位年龄:43岁,范围:31-66岁,RCB 0/I:N = 11/35、31%)。基线影像学指标与病理反应或RFS无显著相关性(p > 0.05)。治疗中期PE峰值下降幅度较大,治疗后DCE-MRI和18F-FDG PET测量值下降幅度较大与NAC后RCB 0/I相关(p 18F-FDG PET(K1)可预测RFS延长。治疗中期代谢/灌注比率(MRFDG/峰值PE、MRFDG/峰值SER)的降低与RFS的改善有关。结论:治疗中期PET和MRI测量的变化可预测NAC后RCB状态和RFS。具体而言,我们的结果表明,DCE-MRI和18F-FDG PET指标与代谢/灌注失配作为患者预后标志的潜在价值之间存在互补关系。
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来源期刊
CiteScore
12.00
自引率
0.00%
发文量
76
审稿时长
12 weeks
期刊介绍: Breast Cancer Research, an international, peer-reviewed online journal, publishes original research, reviews, editorials, and reports. It features open-access research articles of exceptional interest across all areas of biology and medicine relevant to breast cancer. This includes normal mammary gland biology, with a special emphasis on the genetic, biochemical, and cellular basis of breast cancer. In addition to basic research, the journal covers preclinical, translational, and clinical studies with a biological basis, including Phase I and Phase II trials.
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