Therapeutic Advances in Medical Oncology (Jan 2024)

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

  • Jian Pan,
  • Tingwei Zhang,
  • Shouzhen Chen,
  • Ting Bu,
  • Jinou Zhao,
  • Xudong Ni,
  • Benkang Shi,
  • Hualei Gan,
  • Yu Wei,
  • Qifeng Wang,
  • Beihe Wang,
  • Junlong Wu,
  • Shaoli Song,
  • Feng Wang,
  • Chang Liu,
  • Dingwei Ye,
  • Yao Zhu

DOI
https://doi.org/10.1177/17588359231220506
Journal volume & issue
Vol. 16

Abstract

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Background: PSMA-negative but FDG-positive (PSMA−/FDG+) lesion in dual-tracer ( 68 Ga-PSMA and 18 F-FDG) positron emission tomography/computed tomography (PET/CT) is associated with an unfavorable response to Lutetium-177 ( 177 Lu)-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 177 Lu-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 177 Lu-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 18 F-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 177 Lu-PSMA-617 treatment and guiding 68 Ga-PSMA PET/CT-directed radiotherapy.