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

IF 4.8 2区 医学 Q1 ONCOLOGY Oncologist Pub Date : 2024-12-06 DOI:10.1093/oncolo/oyae185
Yilin Wu, Yanling Li, Bin Chen, Ying Zhang, Wanying Xing, Baoliang Guo, Wan Wang
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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.

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18F-FDG PET/CT 用于早期预测乳腺癌新辅助治疗的病理完全反应:一项回顾性分析。
背景:新辅助治疗是针对早期乳腺癌患者的一种系统方法,可提高保乳率和生存率。然而,在治疗的早期阶段识别对治疗敏感的患者仍是一个问题,这妨碍了疾病的管理,并增加了治疗期间疾病进展的可能性:在这项回顾性分析中,我们收集了在本中心接受新辅助治疗和手术的 121 例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)图像以及对等临床病理数据。我们进行了单变量和多变量逻辑回归分析,以研究与病理完全反应(pCR)相关的特征。对基于18F-FDG PET/CT的预测模型进行了训练,并通过接收者操作特征曲线(ROC)对其性能进行了评估: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,早期SUVmax降低率(从基线到新辅助治疗第二周期之间)在pCR和非pCR患者之间存在统计学差异。在考虑所有分子亚型(HR+HER2-、HR+HER2+、HR-HER2+和HR-HER2-)的情况下,基于早期SUVmax降低率的模型显示出预测pCR的强大能力(AUC = 0.89):我们的研究证明,18F-FDG PET/CT 的 SUVmax 降低率有助于早期预测 pCR,为今后在 NAT 中使用 PET/CT 提供了依据。
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来源期刊
Oncologist
Oncologist 医学-肿瘤学
CiteScore
10.40
自引率
3.40%
发文量
309
审稿时长
3-8 weeks
期刊介绍: The Oncologist® is dedicated to translating the latest research developments into the best multidimensional care for cancer patients. Thus, The Oncologist is committed to helping physicians excel in this ever-expanding environment through the publication of timely reviews, original studies, and commentaries on important developments. We believe that the practice of oncology requires both an understanding of a range of disciplines encompassing basic science related to cancer, translational research, and clinical practice, but also the socioeconomic and psychosocial factors that determine access to care and quality of life and function following cancer treatment.
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