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

被引:1
作者
Hong, Sun-pyo [1 ]
Lee, Sang Mi [1 ]
Yoo, Ik Dong [1 ]
Lee, Jong Eun [2 ]
Han, Sun Wook [2 ]
Kim, Sung Yong [2 ]
Lee, Jeong Won [1 ]
机构
[1] Soonchunhyang Univ, Cheonan Hosp, Dept Nucl Med, 31 Suncheonhyang 6 Gil, Cheonan 31151, South Korea
[2] Soonchunhyang Univ, Cheonan Hosp, Dept Surg, Cheonan, South Korea
基金
新加坡国家研究基金会;
关键词
Breast cancer; F-18; fluorodeoxyglucose; Neoadjuvant chemotherapy; Positron emission tomography; Radiomics; F-18-FDG PET/CT; PROGNOSIS;
D O I
10.1186/s40644-024-00787-4
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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.
引用
收藏
页数:10
相关论文
共 32 条
[1]   Long-term outcomes for neoadjuvant versus adjuvant chemotherapy in early breast cancer: meta-analysis of individual patient data from ten randomised trials [J].
Alberro, J. A. ;
Ballester, B. ;
Deulofeu, P. ;
Fabregas, R. ;
Fraile, M. ;
Gubern, J. M. ;
Janer, J. ;
Moral, A. ;
de Pablo, J. L. ;
Penalva, G. ;
Puig, P. ;
Ramos, M. ;
Rojo, R. ;
Santesteban, P. ;
Serra, C. ;
Sola, M. ;
Solarnau, L. ;
Solsona, J. ;
Veloso, E. ;
Vidal, S. ;
Abe, O. ;
Abe, R. ;
Enomoto, K. ;
Kikuchi, K. ;
Koyama, H. ;
Masuda, H. ;
Nomura, Y. ;
Ohashi, Y. ;
Sakai, K. ;
Sugimachi, K. ;
Toi, M. ;
Tominaga, T. ;
Uchino, J. ;
Yoshida, M. ;
Coles, C. E. ;
Haybittle, J. L. ;
Moebus, V. ;
Leonard, C. F. ;
Calais, G. ;
Garaud, P. ;
Collett, V. ;
Davies, C. ;
Delmestri, A. ;
Sayer, J. ;
Harvey, V. J. ;
Holdaway, I. M. ;
Kay, R. G. ;
Mason, B. H. ;
Forbe, J. F. ;
Franci, P. A. .
LANCET ONCOLOGY, 2018, 19 (01) :27-39
[2]   Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries [J].
Bray, Freddie ;
Laversanne, Mathieu ;
Sung, Hyuna ;
Ferlay, Jacques ;
Siegel, Rebecca L. ;
Soerjomataram, Isabelle ;
Jemal, Ahmedin .
CA-A CANCER JOURNAL FOR CLINICIANS, 2024, 74 (03) :229-263
[3]   Early breast cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up [J].
Cardoso, F. ;
Kyriakides, S. ;
Ohno, S. ;
Penault-Llorca, F. ;
Poortmans, P. ;
Rubio, I. T. ;
Zackrisson, S. ;
Senkus, E. .
ANNALS OF ONCOLOGY, 2019, 30 (08) :1194-1220
[4]   18F-FDG PET/CT to Predict Response to Neoadjuvant Chemotherapy and Prognosis in Inflammatory Breast Cancer [J].
Champion, Laurence ;
Lerebours, Florence ;
Alberini, Jean-Louis ;
Fourme, Emmanuelle ;
Gontier, Eric ;
Bertrand, Francoise ;
Wartski, Myriam .
JOURNAL OF NUCLEAR MEDICINE, 2015, 56 (09) :1315-1321
[5]   Pathological complete response and long-term clinical benefit in breast cancer: the CTNeoBC pooled analysis [J].
Cortazar, Patricia ;
Zhang, Lijun ;
Untch, Michael ;
Mehta, Keyur ;
Costantino, Joseph P. ;
Wolmark, Norman ;
Bonnefoi, Herve ;
Cameron, David ;
Gianni, Luca ;
Valagussa, Pinuccia ;
Swain, Sandra M. ;
Prowell, Tatiana ;
Loibl, Sibylle ;
Wickerham, D. Lawrence ;
Bogaerts, Jan ;
Baselga, Jose ;
Perou, Charles ;
Blumenthal, Gideon ;
Blohmer, Jens ;
Mamounas, Eleftherios P. ;
Bergh, Jonas ;
Semiglazov, Vladimir ;
Justice, Robert ;
Eidtmann, Holger ;
Paik, Soonmyung ;
Piccart, Martine ;
Sridhara, Rajeshwari ;
Fasching, Peter A. ;
Slaets, Leen ;
Tang, Shenghui ;
Gerber, Bernd ;
Geyer, Charles E., Jr. ;
Pazdur, Richard ;
Ditsch, Nina ;
Rastogi, Priya ;
Eiermann, Wolfgang ;
von Minckwitz, Gunter .
LANCET, 2014, 384 (9938) :164-172
[6]   Ki-67 as a Prognostic Biomarker in Invasive Breast Cancer [J].
Davey, Matthew G. ;
Hynes, Sean O. ;
Kerin, Michael J. ;
Miller, Nicola ;
Lowery, Aoife J. .
CANCERS, 2021, 13 (17)
[7]   Impact of 18F-Labeled Fluorodeoxyglucose Positron Emission Tomography-Computed Tomography Versus Conventional Staging in Patients With Locally Advanced Breast Cancer [J].
Dayes, Ian S. ;
Metser, Ur ;
Hodgson, Nicole ;
Parpia, Sameer ;
Eisen, Andrea F. ;
George, Ralph ;
Blanchette, Phillip ;
Cil, Tulin D. ;
Arnaout, Angel ;
Chan, Adrien ;
Levine, Mark N. .
JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (23) :3909-+
[8]   Optimal [18F]FDG PET/CT Cutoff for Pathologic Complete Response in HER2-Positive Early Breast Cancer Patients Treated with Neoadjuvant Trastuzumab and Pertuzumab in the PHERGain Trial [J].
Gebhart, Geraldine ;
Keyaerts, Marleen ;
Guiot, Thomas ;
Flamen, Patrick ;
Ruiz-Borrego, Manuel ;
Stradella, Agostina ;
Bermejo, Begona ;
Escriva-de-Romani, Santiago ;
Martinez, Lourdes Calvo ;
Ribelles, Nuria ;
Fernandez-Abad, Maria ;
Albacar, Cinta ;
Colleoni, Marco ;
Garrigos, Laia ;
de Frutos, Manuel Atienza ;
Dalenc, Florence ;
Prat, Aleix ;
Marme, Frederik ;
Schmid, Peter ;
Kerrou, Khaldoun ;
Braga, Sofia ;
Gener, Petra ;
Sampayo-Cordero, Miguel ;
Cortes, Javier ;
Perez-Garcia, Jose Manuel ;
Llombart-Cussac, Antonio .
JOURNAL OF NUCLEAR MEDICINE, 2024, 65 (05) :708-713
[9]   Pathologic response and residual tumor cellularity after neo-adjuvant chemotherapy predict prognosis in breast cancer patients [J].
Gentile, Damiano ;
Sagona, Andrea ;
De Carlo, Camilla ;
Fernandes, Bethania ;
Barbieri, Erika ;
Grimaldi, Simone Di Maria ;
Jacobs, Flavia ;
Vatteroni, Giulia ;
Scardina, Lorenzo ;
Biondi, Ersilia ;
Vinci, Valeriano ;
Trimboli, Rubina Manuela ;
Bernardi, Daniela ;
Tinterri, Corrado .
BREAST, 2023, 69 :323-329
[10]   The Role of 18F-FDG PET/CT in Predicting the Neoadjuvant Treatment Response in Patients with Locally Advanced Breast Cancer [J].
Goktas Aydin, Sabin ;
Bilici, Ahmet ;
Olmez, Omer Fatih ;
Oven, Basak B. B. ;
Acikgoz, Ozgur ;
Cakir, Tansel ;
Basim, Pelin ;
Cakir, Asli ;
Kutlu, Yasin ;
Hamdard, Jamshid .
BREAST CARE, 2022, 17 (05) :470-479