Lim Yunji, Hwang Jisun, Park Joonsuk, Kim Young Chul, Min Seon Jeong
Department of Radiology, Dongtan Sacred Heart Hospital, Hallym University Medical Center, 7, Keunjaebong-gil, Hwaseong-si, Gyeonggi-do 18450, Republic of Korea.
Med Ultrason. 2022 Aug 31;24(3):305-313. doi: 10.11152/mu-3507. Epub 2022 Apr 18.
To develop a decision tree model using US features to differentiate testicular torsion and other conditions of acute scrotum and to investigate predictive parameters of unsalvageable testis in testicular torsion.
Scrotal US was reviewed in patients aged <30 years who presented with acute scrotum from 2014 to 2020. US findings of whirlpool sign, testicular volume ratio, heterogeneous echotexture, testicular vascularity, epididymis enlargement and/or hyperemia, and avascular nodule were evaluated and compared. A decision tree model was created using the conditional inference tree analysis and the accuracy was calculated. Univariate logistic regression analysis was performed to find out the predictive US features of unsalvageable testes.
Total of 381 patients (13.2±7.2 years old; range, 1 day-30 years) were included. Thirty-four patients were diagnosed with testicular torsion, and the others with orchitis or epididymo-orchitis (n=59), epididymitis (n=264), and appendage torsion (n=24). In the conditional inference tree analysis, whirlpool sign, avascular nodule, and increased testicular vascularity were the most significant discriminators (p<0.001), and the whirlpool sign was the first discriminator. The overall accuracy of the conditional inference tree was 91.1% (95% confidence interval [CI], 87.8-93.7%). Heterogeneous echotexture (odds ratio [OR], 74.99; 95% CI, 2.75-2046.26; p=0.01) and symptom-to-operation time >24 h (OR, 49.28; 95% CI, 1.92-1262.03; p=0.02) were significant predictors of unsalvageable testis.
Conditional inference tree analysis showed that the whirlpool sign of the spermatic cord, avascular nodule, and altered testicular vascularity were significant discriminators. Heterogeneous echotexture and symptom-to-operation delay were important prognostic factors for unsalvageable testis.
利用超声特征建立决策树模型,以鉴别睾丸扭转与急性阴囊的其他病症,并研究睾丸扭转中睾丸无法挽救的预测参数。
回顾性分析2014年至2020年期间年龄小于30岁、因急性阴囊就诊患者的阴囊超声检查结果。对超声发现的漩涡征、睾丸体积比、回声不均匀、睾丸血流、附睾肿大和/或充血以及无血管结节进行评估和比较。使用条件推断树分析创建决策树模型并计算其准确性。进行单因素逻辑回归分析以找出睾丸无法挽救的预测性超声特征。
共纳入381例患者(年龄13.2±7.2岁;范围1天至30岁)。34例患者诊断为睾丸扭转,其余患者诊断为睾丸炎或附睾炎(n=59)、附睾炎(n=264)和附件扭转(n=24)。在条件推断树分析中,漩涡征、无血管结节和睾丸血流增加是最显著的鉴别因素(p<0.001),其中漩涡征是首要鉴别因素。条件推断树的总体准确率为91.1%(95%置信区间[CI],87.8-93.7%)。回声不均匀(优势比[OR],74.99;95%CI,2.75-2046.26;p=0.01)和症状出现至手术时间>24小时(OR,49.28;95%CI,1.92-1262.03;p=0.02)是睾丸无法挽救的显著预测因素。
条件推断树分析表明,精索漩涡征、无血管结节和睾丸血流改变是显著的鉴别因素。回声不均匀和症状出现至手术的延迟是睾丸无法挽救的重要预后因素。