| Literature DB >> 33825345 |
Daria Morini1, Giorgia Spaggiari2, Jessica Daolio1, Beatrice Melli1,3, Alessia Nicoli1, Gaetano De Feo1, Barbara Valli1, Domenico Viola4, Simona Garganigo5, Elena Magnani5, Annalisa Pilia5, Alessandra Polese5, Rossana Colla5, Manuela Simoni2,6, Lorenzo Aguzzoli1, Maria Teresa Villani1, Daniele Santi2,6.
Abstract
BACKGROUND: A causative relationship between varicocele and impairment of semen quality has been largely investigated in the context of male infertility, although its clinical benefit remains controversial.Entities:
Keywords: male infertility; semen analysis; sperm morphology; varicocele; varicocelectomy
Mesh:
Year: 2021 PMID: 33825345 PMCID: PMC8360177 DOI: 10.1111/andr.13012
Source DB: PubMed Journal: Andrology ISSN: 2047-2919 Impact factor: 3.842
FIGURE 1Flow chart of the patients' enrolment phase
Conventional semen parameters pre‐and post‐surgery
| Pre‐surgery | Post‐surgery | ||
|---|---|---|---|
| pH | |||
| Semen volume (ml) | 3.1 ± 1.3 | 3.0 ± 1.2 | 0.571 |
| Ejaculatory abstinence before semen analysis (days) | 3.2 ± 0.8 | 3.5 ± 1.1 | 0.673 |
| Sperm concentration (millions/ml) | 32.6 ± 30.6 | 43.9 ± 39.4 |
|
| Total sperm number (millions) | 99.0 ± 99.5 | 121.9 ± 113.2 | 0.115 |
| Progressive motility (%) | 39.1 ± 15.5 | 44.0 ± 17.1 |
|
| Non‐progressive motility (%) | 11.8 ± 7.8 | 10.9 ± 5.6 | 0.350 |
| Immotile sperm (%) | 49.0 ± 14.6 | 44.8 ± 16.6 |
|
| Total motility (%) | 50.7 ± 14.4 | 55.8 ± 16.8 |
|
| Normal forms (%) | 2.02 ± 2.1 | 3.4 ± 12.8 | 0.275 |
| Fructose (µmol/ejaculate) | 59.4 ± 39.5 | 55.1 ± 35.3 | 0.400 |
| Citric acid (µmol/ejaculate) | 85.5 ± 46.8 | 88.0 ± 50.8 | 0.714 |
Bold value represents statistically significant difference.
Logistic multivariate analysis results
|
| ||
|---|---|---|
| Age at surgery | 0.172 | 0.679 |
| pH | 1.201 | 0.273 |
| Semen volume | 1.167 | 0.280 |
| Ejaculatory abstinence before semen analysis (days) | 0.211 | 0.731 |
| Sperm concentration | 6.334 |
|
| Total sperm number | 1.100 | 0.078 |
| Progressive motility | 7.499 |
|
| Non‐progressive motility | 0.517 | 0.472 |
| Immotile sperm | 0.044 | 0.834 |
| Total motility | 0.970 | 0.325 |
| Normal forms | 1.410 | 0.235 |
| Fructose | 0.008 | 0.931 |
| Citric acid | 1.241 | 0.265 |
| Elongated head | 5.881 | 0.015 |
| Pyriform head | 1.032 | 0.614 |
| Microcephaly | 4.389 |
|
| Macrocephaly | 4.842 |
|
| Duplicated head | 0.113 | 0.737 |
| Irregular head | 1.642 | 0.210 |
| Abnormal acrosome | 7.758 |
|
| Absent head | 0.066 | 0.797 |
| Acrosome agenesis | 5.568 |
|
| Cytoplasmic appendix | 0.347 | 0.556 |
| Absent tail | 2.388 | 0.122 |
| Short tail | 0.058 | 0.810 |
| Coiled tail | 1.988 | 0.159 |
| Duplicated tail | 1.255 | 0.263 |
| Spermatocyte | 0.908 | 0.341 |
| Spermatids | 9.400 |
|
| Agglutination | 0.014 | 10.000 |
| Agglomerate | 3.372 | 0.066 |
| Mixed Anti‐globuline Reaction (MAR) test | 0.301 | 0.583 |
| Leucocytes | 2.897 | 0.235 |
For each parameter included in the regression analysis, the strength of the regression (F) and the p‐value were reported. Bold value represents statistically significant variable.
FIGURE 2Neural network analysis. The graph shows the relevance of each variable included in the neural network