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
上海市自然科学基金; 中国国家自然科学基金;
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
  • [31] Pretreatment PSMA PET/CT scans predict treatment response and survival in metastatic castration-resistant prostate cancer: a patient-level and lesion-level analysis
    Kleiburg, F.
    de Geus-Oei, L.
    Spijkerman, R.
    Noortman, W. A.
    van Velden, F. H. P.
    Smit, F.
    Toonen, F. A. J.
    Luelmo, S. A. C.
    van der Hulle, T.
    Heijmen, L.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2024, 51 : S541 - S541
  • [32] Nomograms to predict outcome after LuPSMA radionuclide therapy in men with metastatic castration-resistant prostate cancer: an international multicenter retrospective study
    Gafita, A.
    Calais, J.
    Grogan, T. R.
    Hadaschik, B.
    Wang, H.
    Weber, M.
    Sandhu, S.
    Kratochwil, C.
    Esfandiari, R.
    Tauber, R.
    Zeldin, A.
    Rathke, H.
    Armstrong, W. R.
    Robertson, A.
    Thin, P.
    D'Alessandria, C.
    Rettig, M. B.
    Delpassand, E. S.
    Haberkorn, U.
    Elashoff, D.
    Herrmann, K.
    Czernin, J.
    Hofman, M. S.
    Fendler, W. P.
    Eiber, M.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 48 (SUPPL 1) : S63 - S64
  • [33] PSMA-PET results in a nonmetastatic castration-resistant prostate cancer spartan-like population that is negative by conventional imaging
    Hofman, M.
    Fendler, W.
    Weber, M.
    Iravani, A.
    Calais, J.
    Czernin, J.
    Ilhan, H.
    Small, E.
    Smith, M.
    Maurer, T.
    Herrmann, K.
    Perez, P.
    Hope, T.
    Rauscher, I.
    Londhe, A.
    Lopez-Gitlitz, A.
    Cheng, S.
    Eiber, M.
    Hadaschik, B.
    BJU INTERNATIONAL, 2019, 123 : 46 - 46
  • [34] COST-EFFECTIVENESS OF [177LU]LU-PSMA-617 IN PROGRESSIVE PSMA-POSITIVE METASTATIC CASTRATION-RESISTANT PROSTATE CANCER
    Brockbank, J.
    Hancock, H.
    Khare, A.
    Joshi, P.
    Risson, V
    VALUE IN HEALTH, 2024, 27 (12) : S121 - S121
  • [36] Nomograms to predict outcomes after 177Lu-PSMA therapy in men with metastatic castration-resistant prostate cancer: an international, multicentre, retrospective study
    Gafita, Andrei
    Calais, Jeremie
    Grogan, Tristan R.
    Hadaschik, Boris
    Wang, Hui
    Weber, Manuel
    Sandhu, Shahneen
    Kratochwil, Clemens
    Esfandiari, Rouzbeh
    Tauber, Robert
    Zeldin, Anna
    Rathke, Hendrik
    Armstrong, Wesley R.
    Robertson, Andrew
    Thin, Pan
    D'Alessandria, Calogero
    Rettig, Matthew B.
    Delpassand, Ebrahim S.
    Haberkorn, Uwe
    Elashoff, David
    Herrmann, Ken
    Czernin, Johannes
    Hofman, Michael S.
    Fendler, Wolfgang P.
    Eiber, Matthias
    LANCET ONCOLOGY, 2021, 22 (08): : 1115 - 1125
  • [37] Transformation of PSMA-avid to FDG-avid disease in metastatic castration-resistant prostate cancer in the setting of biochemical response with LU177-PSMA-617
    Sidhu, A.
    Singh, P.
    CURRENT PROBLEMS IN CANCER: CASE REPORTS, 2025, 17
  • [38] Phase III study of lutetium-177-PSMA-617 in patients with metastatic castration-resistant prostate cancer (VISION).
    Morris, Michael J.
    De Bono, Johann S.
    Chi, Kim N.
    Fizazi, Karim
    Herrmann, Ken
    Rahbar, Kambiz
    Tagawa, Scott T.
    Nordquist, Luke T.
    Vaishampayan, Nitin
    El-Haddad, Ghassan
    Park, Chandler H.
    Beer, Tomasz M.
    Perez-Contreras, Wendy J.
    Desilvio, Michelle
    Kpamegan, Euloge E.
    Gericke, Germo
    Messmann, Richard Adam
    Krause, Bernd J.
    Sartor, A. Oliver
    JOURNAL OF CLINICAL ONCOLOGY, 2021, 39 (18)
  • [40] Phase 3 Study of 177Lu-PSMA-617 in Patients with Metastatic Castration-Resistant Prostate Cancer (VISION)
    Krause, B.
    de Bono, J.
    Chi, K. N.
    Fizazi, K.
    Herrmann, K.
    Rahbar, K.
    Tagawa, S. T.
    Nordquist, L. T.
    Vaishampayan, N.
    El-Haddad, G.
    Park, C. H.
    Beer, T. M.
    Perez-Contreras, W. J.
    DeSilvio, M.
    Kpamegan, E.
    Gericke, G.
    Messmann, R. A.
    Morris, M. J.
    Sartor, O.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 48 (SUPPL 1) : S63 - S63