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18F-FDG PET/CT用于乳腺癌新辅助治疗中病理完全缓解的早期预测:一项回顾性分析

18F-FDG PET/CT for early prediction of pathological complete response in breast cancer neoadjuvant therapy: a retrospective analysis.

作者信息

Wu Yilin, Li Yanling, Chen Bin, Zhang Ying, Xing Wanying, Guo Baoliang, Wang Wan

机构信息

Department of Breast Surgery, China-Japan Union Hospital of Jilin University, Changchun 130033, People's Republic of China.

Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin 150001, People's Republic of China.

出版信息

Oncologist. 2024 Dec 6;29(12):e1646-e1655. doi: 10.1093/oncolo/oyae185.

Abstract

BACKGROUND

Neoadjuvant treatment has been developed as a systematic approach for patients with early breast cancer and has resulted in improved breast-conserving rate and survival. However, identifying treatment-sensitive patients at the early phase of therapy remains a problem, hampering disease management and raising the possibility of disease progression during treatment.

METHODS

In this retrospective analysis, we collected 2-deoxy-2-[F-18] fluoro-d-glucose (18F-FDG) positron emission tomography (PET)/computed tomography (CT) images of primary tumor sites and axillary areas and reciprocal clinical pathological data from 121 patients who underwent neoadjuvant treatment and surgery in our center. The univariate and multivariate logistic regression analyses were performed to investigate features associated with pathological complete response (pCR). An 18F-FDG PET/CT-based prediction model was trained, and the performance was evaluated by receiver operating characteristic curves (ROC).

RESULTS

The maximum standard uptake values (SUVmax) of 18F-FDG PET/CT were a powerful indicator of tumor status. The SUVmax values of axillary areas were closely related to metastatic lymph node counts (R = 0.62). Moreover, the early SUVmax reduction rates (between baseline and second cycle of neoadjuvant treatment) were statistically different between pCR and non-pCR patients. The early SUVmax reduction rates-based model showed great ability to predict pCR (AUC = 0.89), with all molecular subtypes (HR+HER2-, HR+HER2+, HR-HER2+, and HR-HER2-) considered.

CONCLUSION

Our research proved that the SUVmax reduction rate of 18F-FDG PET/CT contributed to the early prediction of pCR, providing rationales for utilizing PET/CT in NAT in the future.

摘要

背景

新辅助治疗已发展成为早期乳腺癌患者的一种系统性治疗方法,并提高了保乳率和生存率。然而,在治疗早期识别对治疗敏感的患者仍然是一个问题,这阻碍了疾病管理,并增加了治疗期间疾病进展的可能性。

方法

在这项回顾性分析中,我们收集了121例在本中心接受新辅助治疗和手术的患者的原发肿瘤部位和腋窝区域的2-脱氧-2-[F-18]氟-D-葡萄糖(18F-FDG)正电子发射断层扫描(PET)/计算机断层扫描(CT)图像以及相应的临床病理数据。进行单因素和多因素逻辑回归分析以研究与病理完全缓解(pCR)相关的特征。建立了基于18F-FDG PET/CT的预测模型,并通过受试者工作特征曲线(ROC)评估其性能。

结果

18F-FDG PET/CT的最大标准摄取值(SUVmax)是肿瘤状态的有力指标。腋窝区域的SUVmax值与转移淋巴结数量密切相关(R = 0.62)。此外,pCR和非pCR患者之间新辅助治疗基线和第二个周期之间的早期SUVmax降低率在统计学上存在差异。基于早期SUVmax降低率的模型显示出强大的预测pCR的能力(AUC = 0.89),涵盖了所有分子亚型(HR+HER2-、HR+HER2+、HR-HER2+和HR-HER2-)。

结论

我们的研究证明,18F-FDG PET/CT的SUVmax降低率有助于早期预测pCR,为未来在新辅助治疗中利用PET/CT提供了理论依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e95e/11630790/40617dcf1467/oyae185_fig1.jpg

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