Clinical value of SUVpeak-to-tumor centroid distance on FDG PET/CT for predicting neoadjuvant chemotherapy response in patients with breast cancer.

IF 3.5 2区 医学 Q2 ONCOLOGY Cancer Imaging Pub Date : 2024-10-11 DOI:10.1186/s40644-024-00787-4
Sun-Pyo Hong, Sang Mi Lee, Ik Dong Yoo, Jong Eun Lee, Sun Wook Han, Sung Yong Kim, Jeong Won Lee
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Abstract

Background: Since it has been found that the maximum metabolic activity of a cancer lesion shifts toward the lesion edge during cancer progression, normalized distances from the hot spot of radiotracer uptake to tumor centroid (NHOC) and tumor perimeter (NHOP) have been suggested as novel F-18 fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) parameters that can reflect cancer aggressiveness. This study aimed to investigate whether NHOC and NHOP parameters could predict pathological response to neoadjuvant chemotherapy (NAC) and progression-free survival (PFS) in breast cancer patients.

Methods: This study retrospectively enrolled 135 female patients with breast cancer who underwent pretreatment FDG PET/CT and received NAC and subsequent surgical resection. From PET/CT images, normalized distances of maximum SUV and peak SUV-to-tumor centroid (NHOCmax and NHOCpeak) and -to-tumor perimeter (NHOPmax and NHOPpeak) were measured, in addition to conventional PET/CT parameters.

Results: Of 135 patients, 32 (23.7%) achieved pathological complete response (pCR), and 34 (25.2%) had events during follow-up. In the receiver operating characteristic (ROC) curve analysis, NHOCmax showed the highest area under the ROC curve value (0.710) for predicting pCR, followed by NHOCpeak (0.694). In the multivariate logistic regression analysis, NHOCmax, NHOCpeak, and NHOPmax were independent predictors for pCR (p < 0.05). In the multivariate survival analysis, NHOCpeak (p = 0.026) was an independent predictor for PFS along with metabolic tumor volume, with patients having higher NHOCpeak showing worse PFS.

Conclusion: NHOCpeak on pretreatment FDG PET/CT could be a potential imaging parameter for predicting NAC response and survival in patients with breast cancer.

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FDG PET/CT 上 SUVpeak 与肿瘤中心点距离对预测乳腺癌患者新辅助化疗反应的临床价值。
背景:研究发现,在癌症进展过程中,癌症病灶的最大代谢活性会向病灶边缘移动,因此有人提出,从放射性示踪剂摄取热点到肿瘤中心点(NHOC)和肿瘤周长(NHOP)的归一化距离是可以反映癌症侵袭性的新的F-18氟脱氧葡萄糖(FDG)正电子发射断层扫描/计算机断层扫描(PET/CT)参数。本研究旨在探讨NHOC和NHOP参数能否预测乳腺癌患者对新辅助化疗(NAC)的病理反应和无进展生存期(PFS):该研究回顾性地纳入了135名接受FDG PET/CT治疗的女性乳腺癌患者,这些患者接受了新辅助化疗和随后的手术切除。除常规 PET/CT 参数外,还测量了 PET/CT 图像中最大 SUV 和峰值 SUV 到肿瘤中心点(NHOCmax 和 NHOCpeak)和肿瘤周长(NHOPmax 和 NHOPpeak)的归一化距离:在135名患者中,32人(23.7%)获得了病理完全反应(pCR),34人(25.2%)在随访期间发生了病变。在接收者操作特征(ROC)曲线分析中,NHOCmax预测pCR的ROC曲线下面积值最高(0.710),其次是NHOCpeak(0.694)。在多变量逻辑回归分析中,NHOCmax、NHOCpeak 和 NHOPmax 都是 pCR 的独立预测因子(p 结论:NHOCmax、NHOCpeak 和 NHOPmax 都是 pCR 的独立预测因子:治疗前 FDG PET/CT 的 NHOCpeak 可能是预测乳腺癌患者 NAC 反应和生存期的潜在影像学参数。
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来源期刊
Cancer Imaging
Cancer Imaging ONCOLOGY-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
7.00
自引率
0.00%
发文量
66
审稿时长
>12 weeks
期刊介绍: Cancer Imaging is an open access, peer-reviewed journal publishing original articles, reviews and editorials written by expert international radiologists working in oncology. The journal encompasses CT, MR, PET, ultrasound, radionuclide and multimodal imaging in all kinds of malignant tumours, plus new developments, techniques and innovations. Topics of interest include: Breast Imaging Chest Complications of treatment Ear, Nose & Throat Gastrointestinal Hepatobiliary & Pancreatic Imaging biomarkers Interventional Lymphoma Measurement of tumour response Molecular functional imaging Musculoskeletal Neuro oncology Nuclear Medicine Paediatric.
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