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.
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页数:13
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