Evaluation of transition zone prostate cancer by Logistic regression of prostate imaging reporting and data system version 2 combined with prostate specific antigen
10.13929/j.1003-3289.201611121
- VernacularTitle:联合第2版前列腺影像报告与数据系统评分与前列腺特异性抗原的Logistic回归预测模型诊断移行区前列腺癌
- Author:
Lizhi LEI
;
Yikai XU
;
Meirong HOU
;
Mengqi HE
- Keywords:
Prostate imaging reporting and data system version 2;
Logistic regression models;
Prostatic neoplasms;
Prostate-specific antigen
- From:
Chinese Journal of Medical Imaging Technology
2017;33(7):1047-1051
- CountryChina
- Language:Chinese
-
Abstract:
Objective To establish the Logistic regression model by reporting and data system version 2 (PI-RADS v2)and prostate specific antigen (PSA),and to evaluate the diagnostic efficiency in transition zone prostate cancer (PCa).Methods MRI and PSA data of 33 patients with PCa and 54 patients with non-PCa confirmed by pathology were analyzed retrospectively.The PI-RADS v2 was used to evaluate the risk of 2 groups (from low to high as 1 to 5 points).Total PSA (t-PSA),free to total PSA ratio (f-PSA/t-PSA),PSA density (PSAD) and PI-RADS v2 scores were compared between 2 groups.The Logistic regression models were established with parameters which were significantly different between 2 groups.The Logistic regression was divide into three protocols:PI-RADS v2-+ t-PSA (A),PI-RADS v2 + f-PSA/t-PSA (B),PI-RADS v2+PSAD (C).The ROC curves were constructed by the new parameters Logit (P) and PI-RADS v2 scores for assessing the diagnostic efficiency.Results The t-PSA,f-PSA/t-PSA,PSAD and PI-RADS v2 scores had significant differences between the 2 groups (all P＜0.01).Predictive multivariate model of A,B,C was established as Logit (P)=-8.682+1.507 PI-RADS v2+0.234 t-PSA (x2=65.993,P＜0.01),Logit(P)=-5.425+1.906 PI-RADS v2 13.921 f-PSA/t-PSA (x2 =65.993,P＜0.01),Logit(P)=-7.534+1.045 PI-RADS v2+13.318 PSAD (x2 =74.036,P＜0.01),their area underthe curve (0.945,0.919,0.960) were all higher than that of PI-RADS v2 score (0.861,all P ＜0.01).The protocol C had the best diagnostic efficiency,and the sensitivity and specificity were 87.88 ％ and 92.59 ％.The sensitivity and specificity of PI-RADS v2 score were 87.88％ and 77.78％.Conclusion The diagnostic efficiency of the Logistic regression model which includes the PI-RADS v2 score and PSA are superior to the PI-RADS v2 score alone for transition zone PCa,which can provide a reliable basis for patients whether need biopsy or not.
