Clinical value of SUVpeak-to-tumor centroid distance on FDG PET/CT for predicting neoadjuvant chemotherapy response in patients with breast cancer
- 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.
- All Author(s)
- Sun-Pyo Hong
; Sang Mi Lee
; Ik Dong Yoo
; Jong Eun Lee
; Sun Wook Han
; Sung Yong Kim
; Jeong Won Lee
- Intsitutional Author(s)
- 홍선표; 이상미; 유익동; 이종은; 한선욱; 김성용; 이정원
- Issued Date
- 2024
- Type
- Article
- Keyword
- Breast cancer; F-18 fluorodeoxyglucose; Neoadjuvant chemotherapy; Positron emission tomography; Radiomics
- Publisher
- InternationalCancer ImagingSociety
- ISSN
- 1470-7330
; 1740-5025
- Citation Title
- Cancer imaging : the official publication of the International Cancer Imaging Society
- Citation Volume
- 24
- Citation Start Page
- 136
- Citation End Page
- 136
- Language(ISO)
- eng
- DOI
- 10.1186/s40644-024-00787-4
- URI
- http://schca-ir.schmc.ac.kr/handle/2022.oak/4729
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