| Literature DB >> 34012837 |
Zhilin Yang1,2, Shoulin Li2, Jianchun Yin2, Jiming Bao1, Hongwu Zeng3, Wanhua Xu2, Xuan Zhang4, Zhihao Xing5, Weiguang Zhao2, Cundong Liu1.
Abstract
BACKGROUND: There have been limited studies with small sample sizes about risk factors of testicular atrophy. Thus, we aimed to investigate the risk factors for testicular atrophy after orchiopexy in male children with undescended testes and develop a prediction model based on clinical variables.Entities:
Keywords: Orchiopexy; prediction model; risk factors; testicular atrophy (TA); undescended testis (UDT)
Year: 2021 PMID: 34012837 PMCID: PMC8107851 DOI: 10.21037/tp-20-473
Source DB: PubMed Journal: Transl Pediatr ISSN: 2224-4336
Characteristics of the 1,608 patients and the testicular atrophy data in training cohort
| Variables | No. | Median age (years) | Atrophic testis | Percentage |
|---|---|---|---|---|
| Total | 1,608 | 2.84 | 228 | 14.2% |
| Laterality | ||||
| Unilateral | 1,422 | 2.63 | 200 | 14.1% |
| Bilateral | 186 | 4.48 | 28 | 15.1% |
| Testicular location | ||||
| Low | 373 | 2.92 | 21 | 5.6% |
| Middle | 1,041 | 2.80 | 128 | 12.3% |
| High | 194 | 2.93 | 79 | 40.7% |
| Testicular volume ratio | ||||
| <0.6 | 794 | 2.80 | 206 | 25.9% |
| ≥0.6 | 814 | 2.89 | 22 | 2.7% |
| Comorbidities | ||||
| Patients with comorbidities | 100 | 2.62 | 18 | 18.0% |
| Patients without comorbidities | 1,508 | 2.86 | 210 | 13.9% |
| Deferens and epididymis anomaly | ||||
| Yes | 133 | 2.15 | 70 | 52.6% |
| No | 1,475 | 2.90 | 158 | 10.7% |
| Orchiopexy | ||||
| Open orchiopexy | 1,002 | 3.11 | 108 | 10.8% |
| Laparoscopic orchiopexy | 555 | 2.31 | 91 | 16.4% |
| Two-stage FSO | 51 | 3.52 | 29 | 56.9% |
| Complication | ||||
| Yes | 64 | 2.87 | 11 | 17.2% |
| No | 1,544 | 2.84 | 217 | 14.1% |
| Age, years | ||||
| <1 | 184 | 0.8 | 14 | 7.6% |
| ≥1, <2 | 744 | 1.4 | 128 | 17.2% |
| ≥2, <4 | 303 | 2.7 | 49 | 16.2% |
| ≥4, <6 | 192 | 4.8 | 23 | 12.0% |
| ≥6 | 185 | 8.8 | 14 | 7.6% |
| UDT | ||||
| Primary | 1,587 | 2.82 | 224 | 14.1% |
| Secondary | 21 | 4.33 | 4 | 19.0% |
FSO, Fowler-Stephens orchiopexy.
The clinical characteristics of patients with and without testicular atrophy
| Variables | Patients with testicular atrophy | Patients without testicular atrophy | Total |
|---|---|---|---|
| No. | 228 | 1,380 | 1,608 |
| Age (years) | 2.60 | 2.88 | 2.84 |
| Testicular volume ratio | 0.42 | 0.66 | 0.63 |
| Operating time (min) | 52.5 | 57.5 | 56.3 |
| Laterality | |||
| Unilateral | 200 | 1,222 | 1,422 |
| Bilateral | 28 | 158 | 186 |
| Testicular location | |||
| Low | 21 | 352 | 373 |
| Middle | 128 | 913 | 1,041 |
| High | 79 | 115 | 194 |
| Comorbidities | |||
| Patients with comorbidities | 18 | 82 | 100 |
| Patients without comorbidities | 210 | 1,298 | 1,508 |
| Deferens and epididymis | |||
| Yes | 70 | 63 | 133 |
| No | 158 | 1,317 | 1,475 |
| Orchiopexy | |||
| Open orchiopexy | 108 | 894 | 1,002 |
| Laparoscopic orchiopexy | 91 | 464 | 555 |
| Two stage FSO | 29 | 22 | 51 |
| Complication | |||
| Yes | 11 | 53 | 64 |
| No | 217 | 1,327 | 1,544 |
FSO, Fowler-Stephens orchiopexy.
Univariate logistic regression analysis predicting testicular atrophy after orchiopexy
| Predictor variable | P | OR (95% CI) |
|---|---|---|
| Testicular location | 0.001 | 3.828 (2.933–4.998) |
| Preoperative volume ratio | 0.001 | 0.001 (0.001–0.010) |
| Deferens and epididymis anomaly | 0.001 | 9.262 (6.345–13.2) |
| Age | 0.112 | 0.952 (0.896–1.011) |
| Surgical procedure | 0.001 | 2.323 (1.835–2.939) |
| Complication | 0.689 | 1.183 (0.520–2.69) |
| laterality | 0.492 | 0.928 (0.749–1.149) |
| Hormonal treatment | 0.586 | 1.185 (0.643–2.184) |
| Comorbidities | 0.609 | 1.146 (0.679–1.936) |
| Operating time | 0.009 | 0.991 (0.985–0.998) |
OR, odds ratio; CI, confidence interval.
Multiple variable logistic regression analysis predicting testicular atrophy after orchiopexy
| Risk factor | OR | 95% CI | P | B regression coefficient |
|---|---|---|---|---|
| Testicular location | 1.903 | 1.368–2.649 | 0.001 | 0.644 |
| Preoperative volume ratio | 0.001 | 0.001–0.003 | 0.001 | −7.027 |
| Deferens and epididymis anomaly | 6.470 | 4.057–10.320 | 0.001 | 1.867 |
| Open orchiopexy | Referent | |||
| Laparoscopic orchiopexy | 0.541 | 0.286–1.022 | 0.060 | −0.614 |
| Two stage FSO | 2.613 | 1.022–6.677 | 0.040 | 0.960 |
| Operating time | 0.992 | 0.983–1.001 | 0.082 | −0.008 |
FSO, Fowler-Stephens orchiopexy; OR, odds ratio; CI, confidence interval.
Figure 1Nomogram for the prediction of testicular atrophy after orchiopexy in children. Staging surgery, two-stage Fowler-Stephens orchiopexy. TV, testicular volume.
Figure 2Calibration plot for the nomograms for the probability of testicular atrophy after orchiopexy.
Characteristics of the 534 patients and the testicular atrophy data in validation cohort
| Variables | No. | Mean age (years) | Atrophic testis | Percentage |
|---|---|---|---|---|
| Total | 534 | 2.83 | 87 | 16.3% |
| Laterality | ||||
| Unilateral | 474 | 2.70 | 82 | 17.3% |
| Bilateral | 60 | 3.83 | 5 | 8.3% |
| Testicular location | ||||
| Low | 120 | 2.94 | 9 | 7.5% |
| Middle | 349 | 2.69 | 59 | 16.9% |
| High | 65 | 3.29 | 19 | 29.2% |
| Testicular volume ratio | ||||
| <0.6 | 258 | 2.85 | 72 | 27.9% |
| ≥0.6 | 276 | 2.81 | 15 | 5.4% |
| Comorbidities | ||||
| Patients with comorbidities | 57 | 3.46 | 9 | 15.8% |
| Patients without comorbidities | 477 | 2.75 | 78 | 16.4% |
| Deferens and epididymis | ||||
| Yes | 51 | 2.12 | 22 | 43.1% |
| No | 483 | 2.90 | 65 | 13.5% |
| Orchiopexy | ||||
| Open orchiopexy | 319 | 3.09 | 40 | 12.5% |
| Laparoscopic orchiopexy | 189 | 2.24 | 38 | 20.1% |
| Two stage FSO | 26 | 3.87 | 9 | 34.6% |
| Complication | ||||
| Yes | 9 | 2.91 | 1 | 11.1% |
| No | 525 | 2.82 | 86 | 16.4% |
FSO, Fowler-Stephens orchiopexy.
Figure 3Receiver operating characteristic curve (ROC) of the multivariable logistic regression model for the prediction of testicular atrophy after orchiopexy. The area under the curve (AUC) was 0.851.