Predictive and Prognostic 18F-Fluorocholine PET/CT Radiomics Nomogram in Patients with Castration-Resistant Prostate Cancer with Bone Metastases Treated with 223Ra

被引:0
|
作者
Cruz-Montijano, Marcos [1 ]
Amo-Salas, Mariano [2 ]
Cassinello-Espinosa, Javier [3 ]
Garcia-Carbonero, Iciar [4 ]
Villa-Guzman, Jose Carlos [5 ]
Garcia-Vicente, Ana Maria [1 ]
机构
[1] Univ Hosp Toledo, Nucl Med Dept, Toledo 45007, Spain
[2] Univ Castilla La Mancha, Math Dept, Ciudad Real 13071, Spain
[3] Univ Hosp Guadalajara, Oncol Dept, Guadalajara 19002, Spain
[4] Univ Hosp Toledo, Oncol Dept, Toledo 45007, Spain
[5] Univ Hosp Ciudad Real, Oncol Dept, Ciudad Real 13005, Spain
关键词
F-18-fluorocholine PET/CT; bone scintigraphy; radiomics; radium-223; dichloride; castration-resistant prostate cancer with bone metastases (CRPC-BM); therapeutic failure; overall survival; nomogram; RADIUM-223; DICHLORIDE; RESPONSE-ASSESSMENT; THERAPY; SURVIVAL; PHASE-3; EXPERIENCE; OUTCOMES; ANTIGEN;
D O I
10.3390/cancers16152695
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Response to treatment and prognosis after Ra-223 treatment varies among patients. Using a combination of clinical, biochemical, and radiomic data from bone scintigraphy and F-18-Fluorocholine PET/CT obtained from our prospective ChoPET-Rad study, we identified predictive and prognostic variables. The goal was to create a nomogram able to predict therapeutic failure and overall survival, aiding in the selection of more suitable candidates for this treatment. Purpose: We aimed to develop a nomogram able to predict treatment failure, skeletal events, and overall survival (OS) in patients with castration-resistant prostate cancer with bone metastases (CRPC-BM) treated with Radium-223 dichloride (Ra-223). Patients and Methods: Patients from the Castilla-La Mancha Spanish region were prospectively included in the ChoPET-Rad multicenter study from January 2015 to December 2022. Patients underwent baseline, interim, and end-of-treatment bone scintigraphy (BS) and F-18-Fluorocholine PET/CT (FCH PET/CT) scans, obtaining multiple imaging radiomics as well as clinical and biochemical variables during follow-up and studying their association with the previously defined end-points. Survival analysis was performed using the Kaplan-Meier method and Cox regression. Multivariate logistic and Cox regression models were calculated, and these models were depicted by means of nomograms. Results: Median progression-free survival (PFS) and OS were 4 and 14 months (mo), respectively. The variables that showed independent and significant association with therapeutic failure were baseline alkaline phosphatase (AP) levels (p = 0.022) and the characteristics of BM on the CT portion of PET/CT (p = 0.017). In the case of OS, the significant variables were therapeutic failure (p = 0.038), the number of lines received after Ra-223 (p < 0.001), average SUVmax (p = 0.002), bone marrow infiltration in FCH PET/CT (p = 0.006), and interim FCH PET/CT response (p = 0.048). Final nomograms included these variables, showing good discrimination among the 100 patients included in our study. In the study of skeletal events, only OS showed a significant association in the multivariate analysis, resulting in an inconsistent nomogram design. Conclusions: FCH PET/CT appears to be a good tool for evaluating patients eligible for treatment with Ra-223, as well as for their follow-up. Thus, findings derived from it, such as the morphological characteristics of BM in the CT, bone marrow infiltration, or the response to Ra-223 in the interim study, have proven to be solid and useful variables in the creation of nomograms for predicting therapeutic failure and OS.
引用
收藏
页数:30
相关论文
共 50 条
  • [1] Prognostic role of basal bone scintigraphy and 18F-Fluorocholine PET/CT in patients with prostate cancer treated with 223Ra
    Casillas Sagrado, E.
    Garcia Vicente, A. M.
    Martinez Asensio, N.
    Amo-Salas, M.
    Tello Galan, M. J.
    Garcia Carbonero, I.
    Cassinello Espinosa, J.
    Gomez Diaz, R.
    Soriano Castrejon, A. M.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2019, 46 (SUPPL 1) : S527 - S528
  • [2] Prognostic aim of interim and final bone scintigraphy and 18F-Fluorocholine PET/CT response in patients with prostate cancer treated with 223Ra
    Garcia Vicente, A. M.
    Casillas Sagrado, E.
    Gonzalez Garcia, B.
    Amo Salas, M.
    Martinez Bravo, W. R.
    Noriega Alvarez, E.
    Disotuar Ruiz, N. D.
    Soriano Castrejon, A.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 : S570 - S570
  • [3] Combined bone scintigraphy and 18F-fluorocholine PET/CT predicts response of bone metastases to radium-223 treatment in patients with castration-resistant prostate cancer
    Volpe, F.
    Klain, M.
    Gaudieri, V.
    Petretta, M.
    Zampella, E.
    Nappi, C.
    Storto, G.
    Gallicchio, R.
    Piscopo, L.
    Manganelli, M.
    Parisella, V.
    Pace, L.
    Schlumberger, M.
    Cuocolo, A.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 48 (SUPPL 1) : S570 - S571
  • [4] Early outcome prediction on 18F-fluorocholine PET/CT in metastatic castration-resistant prostate cancer patients treated with abiraterone
    De Giorgi, Ugo
    Caroli, Paola
    Burgio, Salvatore L.
    Menna, Cecilia
    Conteduca, Vincenza
    Bianchi, Emanuela
    Fabbri, Francesca
    Carretta, Elisa
    Amadori, Dino
    Paganelli, Giovanni
    Matteucci, Federica
    ONCOTARGET, 2014, 5 (23) : 12448 - 12458
  • [5] 18F-Fluorocholine PET/CT for early response assessment in patients with metastatic castration-resistant prostate cancer treated with enzalutamide
    De Giorgi, Ugo
    Caroli, Paola
    Scarpi, Emanuela
    Conteduca, Vincenza
    Burgio, Salvatore Luca
    Menna, Cecilia
    Moretti, Andrea
    Galassi, Riccardo
    Rossi, Lorena
    Amadori, Dino
    Paganelli, Giovanni
    Matteucci, Federica
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2015, 42 (08) : 1276 - 1283
  • [6] 18F-Fluorocholine PET/CT for early response assessment in patients with metastatic castration-resistant prostate cancer treated with enzalutamide
    Ugo De Giorgi
    Paola Caroli
    Emanuela Scarpi
    Vincenza Conteduca
    Salvatore Luca Burgio
    Cecilia Menna
    Andrea Moretti
    Riccardo Galassi
    Lorena Rossi
    Dino Amadori
    Giovanni Paganelli
    Federica Matteucci
    European Journal of Nuclear Medicine and Molecular Imaging, 2015, 42 : 1276 - 1283
  • [7] Radiomic 18F-Fluorocholine PET/CT variables as stronger predictors of overall survival in patients with metastatic castration-resistant prostate cancer treated with223Ra dichloride.
    Montijano, M.
    Amo-Salas, M.
    Guzman Ortiz, S.
    Bonilla Plaza, J.
    Garcia Zoghby, L.
    Meneses Navas, M. K.
    Cassinello Espinosa, J.
    Poblete Garcia, V.
    Garcia Vicente, A.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2024, 51 : S676 - S676
  • [8] Erratum to: 18F-Fluorocholine PET/CT for early response assessment in patients with metastatic castration-resistant prostate cancer treated with enzalutamide
    Ugo De Giorgi
    Paola Caroli
    Emanuela Scarpi
    Vincenza Conteduca
    Salvatore Luca Burgio
    Cecilia Menna
    Andrea Moretti
    Riccardo Galassi
    Lorena Rossi
    Dino Amadori
    Giovanni Paganelli
    Federica Matteucci
    European Journal of Nuclear Medicine and Molecular Imaging, 2015, 42 : 1337 - 1338
  • [9] Early Therapy Assessment of 223Ra-Dichloride by 18F-Fluorocholine PET/CT in Castration-Resistant Metastatic Prostate Cancer: a Single Institution Experience
    Evangelista, E.
    Saldana, C.
    Emsen, B.
    Lerman, L.
    Chalaye, J.
    Abulizi, M.
    Israel, J.
    Vordos, D.
    Marie, M.
    Bonnot-Lours, S.
    Blanc-Durand, P.
    Sabhai, S.
    Tournigand, C.
    Itti, E.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 : S569 - S569
  • [10] Prognosis Related to Metastatic Burden Measured by 18F-Fluorocholine PET/CT in Castration-Resistant Prostate Cancer
    Kwee, Sandi A.
    Lim, John
    Watanabe, Alex
    Kromer-Baker, Kathleen
    Coel, Marc N.
    JOURNAL OF NUCLEAR MEDICINE, 2014, 55 (06) : 905 - 910