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多模态 FDG PET 和 MRI 对局部晚期乳腺癌新辅助治疗效果的序贯预测。

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

机构信息

Department of Radiology, University of Washington/Fred Hutchinson Cancer Center, Seattle, WA, USA.

Division of Hematology and Oncology, University of Washington/Fred Hutchinson Cancer Center, 1144 Eastlake (Mail Stop LG-500), Seattle, WA, 98109-1023, USA.

出版信息

Breast Cancer Res. 2023 Nov 9;25(1):138. doi: 10.1186/s13058-023-01722-4.

Abstract

PURPOSE

To investigate combined MRI and F-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 F-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 (K) 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 F-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 F-FDG PET (K) 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 F-FDG PET metrics and potential value of metabolism/perfusion mismatch as a marker of patient outcome.

摘要

目的

探讨联合 MRI 和 F-FDG PET 评估乳腺癌肿瘤代谢/灌注不匹配,并预测接受乳腺癌新辅助化疗(NAC)治疗的女性的病理反应和无复发生存率(RFS)。

方法

对局部晚期乳腺癌接受 NAC 治疗的患者在手术前进行了三个时间点(NAC 前、中、后)的 MRI 和定量 F-FDG PET 成像。成像包括弥散加权和动态对比增强(DCE)MRI 和定量 F-FDG PET。肿瘤成像指标包括表观扩散系数、峰值百分比增强(PE)、峰值信号增强比(SER)、功能肿瘤体积和 MRI 中的洗脱体积,以及 NAC 中、后计算的基线百分比变化。评估影像学指标与病理反应(残留癌负荷[RCB]0/I与 II/III)和 RFS 的相关性。

结果

前瞻性研究共纳入 35 例 II/III 期浸润性乳腺癌患者(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)。NAC 后,与 RCB 0/I 相关的是中期治疗时峰值 PE 的降低幅度更大,以及 DCE-MRI 和 F-FDG PET 多种指标的治疗后降低幅度更大(p<0.05)。此外,DCE-MRI(峰值 SER、洗脱体积)和 F-FDG PET(K)的中期和治疗后降低幅度与延长 RFS 相关。代谢/灌注比值(MRFDG/峰值 PE、MRFDG/峰值 SER)的中期降低与 RFS 改善相关。

结论

PET 和 MRI 指标的中期变化可预测 NAC 后 RCB 状态和 RFS。具体来说,我们的结果表明 DCE-MRI 和 F-FDG PET 指标之间存在互补关系,代谢/灌注不匹配可能是患者预后的标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed3c/10636950/0303fa5a354e/13058_2023_1722_Fig1_HTML.jpg

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