A novel clinically significant prostate cancer prediction system with multiparametric MRI and PSA: P.Z.A. score

列线图 医学 接收机工作特性 前列腺癌 曲线下面积 泌尿科 前列腺特异性抗原 前列腺 外科肿瘤学 核医学 内科学 癌症
作者
Zongxin Chen,Jun Zhang,Di Jin,Xuedong Wei,Feng Qiu,Ximing Wang,Xiao‐Jun Zhao,Jinxian Pu,Jianquan Hou,Yuhua Huang,Chen Huang
出处
期刊:BMC Cancer [BioMed Central]
卷期号:23 (1) 被引量:6
标识
DOI:10.1186/s12885-023-11306-2
摘要

This study aims to establish and validate a new diagnosis model called P.Z.A. score for clinically significant prostate cancer (csPCa).The demographic and clinical characteristics of 956 patients were recorded. Age, prostate-specific antigen (PSA), free/total PSA (f/tPSA), PSA density (PSAD), peripheral zone volume ratio (PZ-ratio), and adjusted PSAD of PZ (aPSADPZ) were calculated and subjected to receiver operating characteristic (ROC) curve analysis. The nomogram was established, and discrimination abilities of the new nomogram were verified with a calibration curve and area under the ROC curve (AUC). The clinical benefits of P.Z.A. score were evaluated by decision curve analysis and clinical impact curves. External validation of the model using the validation set was also performed.The AUCs of aPSADPZ, age, PSA, f/tPSA, PSAD and PZ-ratio were 0.824, 0.672, 0.684, 0.715, 0.792 and 0.717, respectively. The optimal threshold of P.Z.A. score was 0.41. The nomogram displayed excellent net benefit and better overall calibration for predicting the occurrence of csPCa. In addition, the number of patients with csPCa predicted by P.Z.A. score was in good agreement with the actual number of patients with csPCa in the high-risk threshold. The validation set provided better validation of the model.P.Z.A. score (including PIRADS(P), aPSADPZ(Z) and age(A)) can increase the detection rate of csPCa, which may decrease the risk of misdiagnosis and reduce the number of unnecessary biopsies. P.Z.A. score contains data that is easy to obtain and is worthy of clinical replication.
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