医学
接收机工作特性
阶段(地层学)
前列腺癌
肿瘤科
内科学
逻辑回归
磁共振成像
T级
优势比
前列腺特异性抗原
节的
前列腺
曲线下面积
淋巴结
泌尿科
疾病
置信区间
癌症
列线图
放射科
临床终点
金标准(测试)
试验预测值
子群分析
谷氨酸羧肽酶Ⅱ
弗雷明翰风险评分
作者
Michael Courtney,Robert Whiriskey,Ciaran Johnston,Niall Sheehy
标识
DOI:10.3389/fnume.2026.1854064
摘要
Aim We evaluated whether Magnetic Resonance Imaging (MRI)-Derived T Stage independently predicts nodal disease on Prostate-Specific Membrane Antigen (PSMA) PET/CT in patients with high-risk primary prostate cancer, and developed a predictive model for clinical decision support. Materials and methods MRI-derived T Stage, Prostate-Specific Antigen (PSA), Gleason score, age and PSMA node status were analysed using univariable and multivariable logistic regression in 152 men with high-risk primary prostate cancer who underwent pre-treatment multiparametric MRI and PSMA PET/CT. Model performance was assessed with area under the receiver operating characteristic (ROC) curve (AUC), calibration plots, and decision curve analysis. Subgroup analyses evaluated Gleason 3 + 4 and 4 + 3 disease separately. Results MRI T3b and T4 stages were independently and significantly associated with increased risk of PSMA-positive nodal disease ( p < 0.001 and p = 0.016, respectively). T3a disease was not significantly independently associated with PSMA-positive nodal disease ( p = 0.086). T3b remained an independent predictor even in Gleason 4 + 3 cases ( p = 0.026; odds ratio ≈ 23.57). The final model (AUC = 0.863) was well-calibrated and demonstrated clinical net benefit on decision curve analysis. In our cohort, patients with PSA < 20 ng/mL, MRI-derived T2 disease, and Gleason score < 8 (including both 3 + 4 and 4 + 3 patterns) demonstrated a 0% rate of PSMA-positive nodal disease. Conclusion MRI-derived T stage T3b disease is a strong independent predictor of PSMA-positive nodal disease. These findings support guideline-based staging criteria and support the integration of MRI-derived T Stage into PSMA PET/CT triage workflows.
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