Nomogram to predict the presence of PSMA-negative but FDG-positive lesion in castration-resistant prostate cancer: a multicenter cohort study

被引:3
|
作者
Pan, Jian [1 ,2 ,7 ]
Zhang, Tingwei [1 ,2 ,7 ]
Chen, Shouzhen [5 ]
Bu, Ting [4 ,6 ]
Zhao, Jinou [1 ,2 ,7 ]
Ni, Xudong [1 ,2 ,7 ]
Shi, Benkang [5 ]
Gan, Hualei [2 ,8 ]
Wei, Yu [1 ,2 ,7 ]
Wang, Qifeng [2 ,8 ]
Wang, Beihe [1 ,2 ,7 ]
Wu, Junlong [1 ,2 ,7 ]
Song, Shaoli [2 ,3 ]
Wang, Feng [4 ]
Liu, Chang [2 ,3 ]
Ye, Dingwei [1 ,2 ,7 ]
Zhu, Yao [1 ,2 ,7 ]
机构
[1] Fudan Univ, Shanghai Canc Ctr, Dept Urol, Shanghai, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Canc Ctr, Dept Nucl Med, Shanghai, Peoples R China
[4] Nanjing Med Univ, Nanjing Hosp 1, Dept Nucl Med, Nanjing, Peoples R China
[5] Shandong Univ, Qilu Hosp, Cheeloo Coll Med, Dept Urol, Jinan, Shandong, Peoples R China
[6] Affiliated Jiangning Hosp Nanjing Med Univ, Dept Nucl Med, Nanjing, Peoples R China
[7] Shanghai Genitourinary Canc Inst, Shanghai, Peoples R China
[8] Fudan Univ, Shanghai Canc Ctr, Dept Pathol, Shanghai, Peoples R China
基金
中国国家自然科学基金; 上海市自然科学基金;
关键词
CRPC; FDG; nomogram; PSMA; EMISSION TOMOGRAPHY/COMPUTED TOMOGRAPHY; IMAGING EVALUATION; DIAGNOSIS; PET/CT; MEN;
D O I
10.1177/17588359231220506
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background:PSMA-negative but FDG-positive (PSMA-/FDG+) lesion in dual-tracer (68Ga-PSMA and 18F-FDG) positron emission tomography/computed tomography (PET/CT) is associated with an unfavorable response to Lutetium-177 (177Lu)-PSMA-617. This study sought to develop both radiomics and clinical models for the precise prediction of the presence of PSMA-/FDG+ lesions in patients with castration-resistant prostate cancer (CPRC).Methods:A cohort of 298 patients who underwent dual-tracer PET/CT with a less than 5-day interval was included. The evaluation of the prognostic performance of the radiomics model drew upon the survival data derived from 40 patients with CRPC treated with 177Lu-PSMA-617 in an external cohort. Two endpoints were evaluated: (a) prostate-specific antigen (PSA) response rate, defined as a reduction exceeding 50% from baseline and (b) overall survival (OS), measured from the initiation of 177Lu-PSMA-617 to death from any cause.Results:PSMA-/FDG+ lesions were identified in 56 (18.8%) CRPC patients. Both radiomics (area under the curve [AUC], 0.83) and clinical models (AUC, 0.78) demonstrated robust performance in PSMA-/FDG+ lesion prediction. Decision curve analysis revealed that the radiomics model yielded a net benefit over the 'screen all' strategy at a threshold probability of > 4%. At a 5% probability threshold, the radiomics model facilitated a 21% reduction in 18F-FDG PET/CT scans while only missing 2% of PSMA-/FDG+ cases. Patients with a low estimated score exhibited significantly prolonged OS (hazard ratio = 0.49, p = 0.029) and a higher PSA response rate (75% versus 35%, p = 0.011) compared to those with a high estimated score.Conclusion:This study successfully developed two models with accurate estimations of the risk associated with PSMA-/FDG+ lesions in CRPC patients. These models held potential utility in aiding the selection of candidates for 177Lu-PSMA-617 treatment and guiding 68Ga-PSMA PET/CT-directed radiotherapy. Predictive nomogram for PSMA-/FDG+ lesionThis study developed two models with accurate estimations of the risk associated with specific lesions in prostate cancer.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Combination of [68Ga]Ga-PSMA PET/CT and [18F]FDG PET/CT in demonstrating dedifferentiation in castration-resistant prostate cancer
    Kepenek, F.
    Can, C.
    Komek, H.
    Kaplan, I
    Gundogan, C.
    Ebinc, S.
    Guzel, Y.
    Aguloglu, N.
    Karaoglan, H.
    Tasdemir, B.
    MEDECINE NUCLEAIRE-IMAGERIE FONCTIONNELLE ET METABOLIQUE, 2023, 47 (04): : 193 - 199
  • [22] Abiraterone acetate versus docetaxel for metastatic castration-resistant prostate cancer: a cohort study within the French nationwide claims database
    Thurin, Nicolas H.
    Rouyer, Magali
    Jove, Jeremy
    Gross-Goupil, Marine
    Haaser, Thibaud
    Rebillard, Xavier
    Soulie, Michel
    de Pouvourville, Gerard
    Capone, Camille
    Bazil, Marie-Laure
    Messaoudi, Fatiha
    Lamarque, Stephanie
    Bignon, Emmanuelle
    Droz-Perroteau, Cecile
    Moore, Nicholas
    Blin, Patrick
    EXPERT REVIEW OF CLINICAL PHARMACOLOGY, 2022, 15 (09) : 1139 - 1145
  • [23] Optimal timing for initiating androgen receptor signaling inhibitor therapy in patients with nonmetastatic castration-resistant prostate cancer: a multicenter collaborative study
    Hara, Shuhei
    Urabe, Fumihiko
    Tashiro, Kojiro
    Goto, Yuma
    Iwamoto, Yuya
    Ohtsuka, Takashi
    Fukuokaya, Wataru
    Imai, Yu
    Iwatani, Kosuke
    Atsuta, Mahito
    Mori, Keiichiro
    Igarashi, Taro
    Aikawa, Koichi
    Yanagisawa, Takafumi
    Kimura, Shoji
    Murakami, Masaya
    Tsuzuki, Shunsuke
    Yanada, Brendan A.
    Hata, Kenichi
    Furuta, Akira
    Yamada, Hiroki
    Miki, Jun
    Kimura, Takahiro
    JAPANESE JOURNAL OF CLINICAL ONCOLOGY, 2024, : 158 - 163
  • [24] Radium-223 dichloride treatment in metastatic castration-resistant prostate cancer in Finland: A real-world evidence multicenter study
    Hyvakka, Anniina
    Kaariainen, Okko-Sakari
    Utriainen, Tapio
    Loyttyniemi, Eliisa
    Mattila, Kalle
    Reinikainen, Petri
    Sormunen, Jorma
    Jaaskelainen, Minna
    Auvinen, Paivi
    Minn, Heikki
    Sundvall, Maria
    CANCER MEDICINE, 2023, 12 (04): : 4064 - 4076
  • [25] Pilot study of an artificial intelligence-based deep learning algorithm to predict time to castration-resistant prostate cancer for metastatic hormone-naive prostate cancer
    Nakata, Wataru
    Mori, Hideo
    Tsujimura, Goh
    Tsujimoto, Yuichi
    Gotoh, Takayoshi
    Tsujihata, Masao
    JAPANESE JOURNAL OF CLINICAL ONCOLOGY, 2022, 52 (09) : 1062 - 1066
  • [26] Neuroendocrine Differentiation and Response to PSMA-Targeted Radioligand Therapy in Advanced Metastatic Castration-Resistant Prostate Cancer: A Single-Center Retrospective Study
    Derlin, Thorsten
    Werner, Rudolf A.
    Lafos, Marcel
    Henkenberens, Christoph
    von Klot, Christoph A. J.
    Sohns, Jan M. Sommerlath
    Ross, Tobias L.
    Bengel, Frank M.
    JOURNAL OF NUCLEAR MEDICINE, 2020, 61 (11) : 1602 - 1606
  • [27] Prior therapies as prognostic factors of overall survival in metastatic castration-resistant prostate cancer patients treated with [177Lu]Lu-PSMA-617. A WARMTH multicenter study (the 617 trial)
    Ahmadzadehfar, Hojjat
    Rahbar, Kambiz
    Baum, Richard P.
    Seifert, Robert
    Kessel, Katharina
    Boegemann, Martin
    Kulkarni, Harshad R.
    Zhang, Jingjing
    Gerke, Carolin
    Fimmers, Rolf
    Kratochwil, Clemens
    Rathke, Hendrik
    Ilhan, Harun
    Maffey-Steffan, Johanna
    Sathekge, Mike
    Kabasakal, Levent
    Osvaldo Garcia-Perez, Francisco
    Kairemo, Kalevi
    Maharaj, Masha
    Paez, Diana
    Virgolini, Irene
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 48 (01) : 113 - 122
  • [28] Enzalutamide in chemotherapy-naive patients with metastatic castration-resistant prostate cancer: A retrospective Korean multicenter study in a real-world setting
    Jung, Seung Il
    Kim, Myung Soo
    Jeong, Chang Wook
    Kwak, Cheol
    Hong, Sung Kyu
    Kang, Seok Ho
    Joung, Jae Young
    Lee, Seung Hwan
    Yun, Seok Joong
    Kim, Tae-Hwan
    Park, Sung Woo
    Jeon, Seong Soo
    Kang, Minyong
    Lee, Ji Youl
    Chung, Byung Ha
    Hong, Jun Hyuk
    Ahn, Hanjong
    Kim, Choung-Soo
    Kwon, Dong Deuk
    INVESTIGATIVE AND CLINICAL UROLOGY, 2020, 61 (01) : 19 - 27
  • [29] Safety and efficacy of abiraterone acetate in chemotherapy-naive patients with metastatic castration-resistant prostate cancer: an Italian multicenter "real life" study
    Cindolo, Luca
    Natoli, Clara
    De Nunzio, Cosimo
    De Tursi, Michele
    Valeriani, Maurizio
    Giacinti, Silvana
    Micali, Salvatore
    Rizzo, Mino
    Bianchi, Giampaolo
    Martorana, Eugenio
    Scarcia, Marcello
    Ludovico, Giuseppe Mario
    Bove, Pierluigi
    Laudisi, Anastasia
    Selvaggio, Oscar
    Carrieri, Giuseppe
    Bada, Maida
    Castellan, Pietro
    Boccasile, Stefano
    Ditonno, Pasquale
    Chiodini, Paolo
    Verze, Paolo
    Mirone, Vincenzo
    Schips, Luigi
    BMC CANCER, 2017, 17
  • [30] Fibroblast Activation Protein-Targeted PET Imaging of Metastatic Castration-Resistant Prostate Cancer Compared With 68Ga-PSMA and 18F-FDG PET/CT
    Isik, Emine Goknur
    Has-Simsek, Duygu
    Sanli, Oner
    Sanli, Yasemin
    Kuyumcu, Serkan
    CLINICAL NUCLEAR MEDICINE, 2022, 47 (01) : E54 - E55