Multi-institutional validation of vasectomy reversal predictor

被引:13
|
作者
Parekattil, SJ
Kuang, W
Kolettis, PN
Pasqualotto, FF
Teloken, P
Teloken, C
Nangia, AK
Daitch, JA
Niederberger, C
Thomas, AJ
机构
[1] Cleveland Clin Fdn, Glickman Urol Inst, Cleveland, OH 44195 USA
[2] Univ Alabama, Birmingham, AL USA
[3] Concept Ctr Human Reprod, Caxias Do Sul, Brazil
[4] Univ Caxias Do Sul, Caxias Do Sul, Brazil
[5] Fundacao Fac Fed Ciencias Med Porto Alegre, Porto Alegre, RS, Brazil
[6] Dartmouth Hitchcock Med Ctr, Lebanon, NH 03766 USA
[7] Urol Associates Phoenix, Phoenix, AZ USA
[8] Univ Illinois, Chicago, IL USA
关键词
testis; vasovasostomy; vasectomy; forecasting; neural networks (computer);
D O I
10.1016/S0022-5347(05)00027-3
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Purpose: Some urologists who perform vasectomy reversals are not experienced with performing VE. A model to preoperatively identify patients who may require referral to an experienced VE surgeon was created (www.uroengineering.com). We tested the model at multiple institutions. Materials and Methods: The model had previously been designed in 483 patients who underwent vasectomy reversal at 1 institution (100% sensitive and 59% specific for predicting the need for VE). It was based on time since vasectomy and patient age. We tested it prospectively in 33 patients and retrospectively in a total of 312 at 6 other institutions. The predictive accuracy of the model was compared to using a simple duration from vasectomy cutoff alone, as is used in clinical practice. Results: The model had 84% sensitivity and 58% specificity for detecting the need for VE in a total of 345 patients at 7 institutions. If using only a duration from vasectomy cutoff of 10 years to predict the need for VE, sensitivity was only 69%. At a cutoff of 4 years sensitivity was 99% but specificity was only 23%. Thus, the model performed better than any specific duration cutoff alone. Conclusions: The predictive model provides 84% sensitivity for detecting patients who may require VE during vasectomy reversal across 7 institutions (58% specificity). The model more accurately predicts the need for VE than using a specific duration from vasectomy cutoff alone.
引用
收藏
页码:247 / 249
页数:3
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