| Literature DB >> 35455002 |
Katarzyna Jankowska1, Natalia Suszczewicz2, Michał Rabijewski3, Piotr Dudek1, Wojciech Zgliczyński1, Radosław B Maksym3.
Abstract
Biochemical markers of spermatogenesis and fertility assessment are important in the practical management of infertile males and the determination of an individual's prognosis. We performed an analysis on 100 males with a male infertility factor. The following study inclusion parameters were analyzed: seminogram, FSH, LH, testosterone, estradiol, prolactin, TSH, and inhibin B concentrations. The patients were subsequently treated by reproductive endocrinologists in accordance with AUA/ASRM and EAU guidelines. The reproductive status was evaluated over a period of 3 years. We found a strong correlation of sperm count with inhibin B (r = 0.74, p < 0.001) and FSH concentration levels (r = -0.46, p < 0.001). Among 95 patients at follow-up, pregnancies occurred for 59 of their partners (48 spontaneous, 5 after IVF-ET, and 6 after IUI). Thirty-six patients remained childless despite the therapy. Sperm count and inhibin B level were the best predictors of natural fertilization (ROC AUC: 0.86 and 0.84; cut-off: 2.7 mln/mL and 45 pg/mL). Although inhibin B and FSH can be used to evaluate spermatogenesis and fertility, the initial sperm concentration appeared to be the best predictor of success. Pregnancy was achieved in a surprisingly large proportion of patients with a very low concentration of inhibin B and a low initial sperm count. It is noteworthy that 81% of the pregnancies were achieved without medically assisted reproduction.Entities:
Keywords: FSH; inhibin B; male infertility; reproduction; sperm count; spermatogenesis
Year: 2022 PMID: 35455002 PMCID: PMC9030543 DOI: 10.3390/life12040511
Source DB: PubMed Journal: Life (Basel) ISSN: 2075-1729
Correlation coefficients of clinical measurements with semen parameters.
| Spearman’s Rank Correlation | |||
|---|---|---|---|
|
|
|
| |
| inhibin B |
|
|
|
| FSH |
|
| −0.309 |
| LH |
|
| −0.248 |
| testosterone | 0.309 |
|
|
| Total testicular volume |
|
|
|
Significant correlations (p < 0.01) are shown in red.
Figure 1Reproductive status of the patients enrolled in the study at the end of the follow-up period. The number of patients in each category is indicated.
Figure 2Percentage of pregnancies obtained in the course of the analysis depending on the method of conception.
Summary of the outcomes of hormonal measurements, seminogram parameters, and follow-up results.
| No. | FSH | LH | Testosterone | INHIBIN B pg/mL | The Volume of Both Testicles | Sperm Concentration (mln/mL) | Follow-Up |
|---|---|---|---|---|---|---|---|
| 1 | 22 | 10 | 3.8 | 36 | 15 | 0.1 | F |
| 2 | 3.4 | 2.3 | 4.4 | 179 | 23 | 8 | A |
| 3 | 13.8 | 3.5 | 3.9 | 45 | 15 | 0.1 | A |
| 4 | 0.4 | 0.5 | 0.27 | 13 | 16 | 0 | C |
| 5 | 22 | 16.8 | 2 | 9 | 18 | 0.1 | D |
| 6 | 13.4 | 2.4 | 2.2 | 121 | 15 | 11 | A |
| 7 | 11.8 | 6.5 | 4.6 | 73 | 27 | 4.6 | C |
| 8 | 3.2 | 2.8 | 7.4 | 139 | 17 | 3 | A |
| 9 | 10.5 | 3.9 | 3.2 | 159 | 12 | 18.7 | A |
| 10 | 5.8 | 1.8 | 3.2 | 121 | 16 | 0.4 | C |
| 11 | 29.5 | 3.3 | 3.1 | 20.4 | 6 | 0.1 | D |
| 12 | 6.1 | 1.6 | 3.2 | 49 | 17 | 6.2 | C |
| 13 | 4.8 | 1.2 | 1.6 | 139.2 | 18.6 | 31 | A |
| 14 | 34.2 | 9.9 | 2.1 | 5 | 9.6 | 0 | D |
| 15 | 4.2 | 2.5 | 4 | 97 | 22.4 | 2.3 | A |
| 16 | 9.8 | 3.9 | 3.4 | 124 | 19 | 4.6 | A |
| 17 | 38 | 13 | 2.28 | 3 | 6.2 | 0 | C |
| 18 | 13.3 | 4.4 | 1.57 | 9 | 10 | 0 | C |
| 19 | 12.4 | 3.7 | 2.43 | 90 | 25 | 11 | A |
| 20 | 8.6 | 5.4 | 5.3 | 170 | 27 | 14 | A |
| 21 | 23.1 | 7 | 5.45 | 35 | 19.8 | 0.1 | D |
| 22 | 15.8 | 3.9 | 2.9 | 48.5 | 13 | 0.1 | C |
| 23 | 9.6 | 2.3 | 4.6 | 154.92 | 26.9 | 58 | B |
| 24 | 1.5 | 2 | 3.2 | 263.57 | 18.6 | 148 | A |
| 25 | 7.6 | 2.5 | 0.6 | 9.2 | 16.7 | 0.1 | C |
| 26 | 4.4 | 3.5 | 2.64 | 99 | 26.1 | 0 | C |
| 27 | 3.7 | 1.6 | 3 | 235 | 30.3 | 40 | D |
| 28 | 5.9 | 3.3 | 4.05 | 125 | 21.5 | 9 | D |
| 29 | 2.2 | 2 | 3.34 | 183 | 26.8 | 5 | A |
| 30 | 3.2 | 3.2 | 5.2 | 164.3 | 42.2 | 20 | A |
| 31 | 4.3 | 2.5 | 4.98 | 493 | 15.08 | 94 | A |
| 32 | 13.2 | 3.3 | 5 | 92.8 | 32 | 14.1 | B |
| 33 | 1.3 | 1.1 | 2.9 | 211.4 | 17.1 | 17 | A |
| 34 | 11.4 | 2.8 | 5.6 | 75 | 17.7 | 0.1 | C |
| 35 | 23.9 | 8.6 | 2.67 | 29 | 17 | 0 | D |
| 36 | 4.07 | 1.55 | 2.87 | 158 | 34 | 29 | G |
| 37 | 15.9 | 5.6 | 2.4 | 56 | 17 | 14.2 | A |
| 38 | 2.2 | 2.15 | 4.4 | 276 | 19 | 258 | A |
| 39 | 6.8 | 3.5 | 3.2 | 89 | 22 | 1.8 | A |
| 40 | 10.2 | 5.7 | 4.1 | 58 | 18.5 | 1.6 | C |
| 41 | 10.9 | 3.5 | 6.6 | 69 | 27 | 2 | D |
| 42 | 7.6 | 1.91 | 4.1 | 123 | 22 | 4.5 | D |
| 43 | 8.3 | 2.5 | 7.5 | 142 | 34 | 2.7 | B |
| 44 | 11.3 | 4.2 | 11.6 | 120 | 16 | 5.1 | A |
| 45 | 14.8 | 7.9 | 2.8 | 46 | 20 | 0.9 | C |
| 46 | 19.8 | 7.5 | 7.6 | 58 | 34 | 6.4 | C |
| 47 | 7.7 | 2.9 | 5.2 | 51 | 27 | 0.8 | B |
| 48 | 37.2 | 7.1 | 4.5 | 7 | 19 | 0 | C |
| 49 | 3.9 | 6 | 6.7 | 209 | 30 | 10 | C |
| 50 | 6.8 | 4.3 | 2.9 | 63 | 21.1 | 0.1 | D |
| 51 | 2.6 | 0.94 | 3.9 | 161 | 47 | 6 | B |
| 52 | 7 | 7.3 | 4.7 | 149 | 37 | 21 | A |
| 53 | 14.4 | 5 | 3.1 | 108 | 42 | 3 | B |
| 54 | 8.42 | 4.9 | 2.1 | 205.6 | 20 | 0.1 | C |
| 55 | 4.3 | 2.76 | 5 | 157 | 33 | 14.4 | A |
| 56 | 2 | 3 | 2.84 | 171 | 33 | 0 | C |
| 57 | 14 | 7 | 4.2 | 139.4 | 21 | 0.1 | D |
| 58 | 17.1 | 4.4 | 7 | 58 | 15.1 | 0.1 | C |
| 59 | 1.83 | 2.04 | 4.3 | 612 | 41 | 94 | A |
| 60 | 11.6 | 4.5 | 3.18 | 82.7 | 8 | 0.6 | F |
| 61 | 3.5 | 2.1 | 5.22 | 207 | 37.7 | 20 | B |
| 62 | 9.3 | 7.2 | 5 | 161 | 37 | 50 | A |
| 63 | 10.8 | 3.2 | 2.77 | 53 | 17.99 | 0.02 | C |
| 64 | 2.86 | 2.36 | 4.1 | 260 | 38 | 66 | C |
| 65 | 8.56 | 2.69 | 4.86 | 145 | 37 | 10 | A |
| 66 | 9.6 | 4.3 | 5.08 | 112 | 30 | 5.2 | G |
| 67 | 8.7 | 2.2 | 5.7 | 123 | 27 | 7.8 | A |
| 68 | 6.4 | 2.5 | 8.82 | 156 | 31 | 14.7 | A |
| 69 | 9.7 | 6.2 | 4.3 | 127 | 0 | 9.7 | A |
| 70 | 12.9 | 3.2 | 4.92 | 59 | 34 | 0.7 | F |
| 71 | 10.7 | 3.7 | 7.3 | 98 | 45 | 4.9 | B |
| 72 | 7.9 | 1.8 | 9.6 | 145 | 41 | 12.3 | H |
| 73 | 8.4 | 2.1 | 8.32 | 176 | 21 | 14.1 | A |
| 74 | 6.9 | 2.6 | 8.28 | 124 | 32 | 9.8 | A |
| 75 | 11.3 | 5.2 | 5.8 | 98 | 14 | 2.3 | G |
| 76 | 10.7 | 4.8 | 4.05 | 127 | 22 | 5.8 | A |
| 77 | 12.8 | 5.4 | 3.73 | 45 | 19 | 0.9 | B |
| 78 | 7.9 | 3.1 | 7.28 | 67 | 43 | 1.9 | A |
| 79 | 8.6 | 2.9 | 5.46 | 78 | 39 | 4.9 | A |
| 80 | 6.2 | 4.2 | 4.99 | 178 | 0 | 11.8 | H |
| 81 | 7.8 | 1.8 | 10.2 | 220 | 51 | 15 | A |
| 82 | 12.8 | 6.3 | 3.51 | 147 | 21 | 10.8 | B |
| 83 | 5.9 | 3.6 | 7.47 | 124 | 47 | 15.3 | C |
| 84 | 8.5 | 3.2 | 5.27 | 78 | 50 | 11.4 | A |
| 85 | 11.8 | 5.4 | 3.35 | 54 | 24 | 6.4 | A |
| 86 | 9.7 | 4.9 | 8.03 | 62 | 0 | 8.6 | H |
| 87 | 9.1 | 4.8 | 4.58 | 34 | 32 | 5.2 | C |
| 88 | 7.8 | 2.1 | 9.32 | 179 | 45 | 11.7 | A |
| 89 | 11.9 | 9.4 | 4.33 | 53 | 21 | 7.9 | H |
| 90 | 6.6 | 3.5 | 7.09 | 197 | 36 | 12.6 | D |
| 91 | 9.5 | 5.2 | 5.8 | 78 | 41 | 8.5 | G |
| 92 | 8.9 | 5.3 | 5.8 | 34 | 23 | 0.2 | F |
| 93 | 12.5 | 2.1 | 5.18 | 48 | 26 | 0.7 | D |
| 94 | 6.7 | 6 | 3.79 | 95 | 41 | 2.1 | G |
| 95 | 7.4 | 2.7 | 4.61 | 123 | 53 | 9.5 | A |
| 96 | 4.5 | 4.4 | 6.65 | 154 | 46 | 12.2 | H |
| 97 | 7.3 | 5.2 | 3.73 | 112 | 0 | 2.3 | G |
| 98 | 7 | 2.9 | 5.24 | 52 | 30 | 0.9 | E |
| 99 | 6.4 | 5.2 | 5.93 | 98 | 20 | 3.4 | F |
| 100 | 8.2 | 4.5 | 4.8 | 44.2 | 25 | 0.7 | D |
Follow-up categories: A—spontaneous pregnancy and delivery, B—spontaneous pregnancy and miscarriage, C—no pregnancy, IVF/IUI was not applied, D—no pregnancy after IVF, E—no pregnancy after IUI, F—pregnancy after IVF, G—pregnancy after IUI, H—lack of follow-up.
Figure 3Comparison of the course of the ROC curves for selected and most significantly related clinical parameters in various groups of patients: spontaneous pregnancy (left), pregnancies without IVF–ET (middle), and all achieved pregnancies (right). The detailed parameters of the curves are presented in Table 2.
Results of AUC–ROC analysis of predictors of successful pregnancy.
| AUC ROC Analysis of Predictors | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Spontaneus Pregnancies | Pregnancies without IVF-ET | All Pregnancies | ||||||||||||||||
| AUC | SE | CI (95%) | Optimal cut-off | AUC | SE | CI (95%) | Optimal cut-off | AUC | SE | CI (95%) | Optimal cut-off | |||||||
| predictor | Youden | Tangent | Youden | Tangent | Youden | Tangent | ||||||||||||
| Concentration |
| 0.041 | 0.763 | 0.926 | 2.7 | 2.7 |
| 0.042 | 0.779 | 0.942 | 1.8 | 1.8 |
| 0.048 | 0.725 | 0.914 | 1.8 | 1.8 |
| MSC |
| 0.044 | 0.740 | 0.913 | 45.0 | 45.0 |
| 0.044 | 0.754 | 0.928 | 9.6 | 9.6 |
| 0.050 | 0.717 | 0.913 | 9.6 | 9.6 |
| FSC |
| 0.047 | 0.706 | 0.889 | 342.0 | 240.0 |
| 0.046 | 0.730 | 0.910 | 45.0 | 32.2 |
| 0.049 | 0.706 | 0.899 | 10.2 | 10.2 |
| Normal Morphology |
| 0.046 | 0.699 | 0.880 | 3.0 | 3.0 |
| 0.045 | 0.732 | 0.908 | 1.0 | 1.0 |
| 0.042 | 0.751 | 0.917 | 2.8 | 1.0 |
| Inhibin B |
| 0.048 | 0.693 | 0.879 | 120.0 | 89.0 |
| 0.050 | 0.697 | 0.893 | 78.0 | 78.0 |
| 0.056 | 0.648 | 0.868 | 78.0 | 78.0 |
| Motility A + B |
| 0.053 | 0.638 | 0.847 | 5.0 | 3.4 |
| 0.054 | 0.666 | 0.879 | 5.0 | 5.0 |
| 0.057 | 0.674 | 0.897 | 5.0 | 5.0 |
| LH |
| 0.056 | 0.571 | 0.790 | 4.2 | 4.2 |
| 0.058 | 0.540 | 0.767 | 4.2 | 6.3 | 0.612 | 0.062 | 0.491 | 0.733 | 5.6 | 6.3 |
| Age |
| 0.056 | 0.553 | 0.773 | 33.0 | 33.0 |
| 0.059 | 0.510 | 0.740 | 33.0 | 33.0 | 0.581 | 0.061 | 0.462 | 0.700 | 33.0 | 28.0 |
| Testicular volume |
| 0.056 | 0.548 | 0.766 | 36.0 | 22.0 |
| 0.055 | 0.565 | 0.780 | 31.0 | 22.0 |
| 0.056 | 0.540 | 0.760 | 31.0 | 18.6 |
| Testosterone |
| 0.057 | 0.523 | 0.746 | 3.2 | 3.2 |
| 0.058 | 0.532 | 0.759 | 3.2 | 3.2 | 0.612 | 0.062 | 0.491 | 0.733 | 3.2 | 3.2 |
| FSH |
| 0.057 | 0.519 | 0.744 | 10.7 | 10.7 |
| 0.059 | 0.531 | 0.764 | 10.7 | 14.4 | 0.620 | 0.063 | 0.495 | 0.744 | 13.8 | 13.8 |
| TSH | 0.569 | 0.061 | 0.450 | 0.688 | 1.3 | 1.3 | 0.558 | 0.060 | 0.441 | 0.675 | 1.3 | 2.0 | 0.510 | 0.060 | 0.392 | 0.629 | 1.3 | 4.7 |
| Prolactin | 0.521 | 0.062 | 0.400 | 0.642 | 13.7 | 13.7 | 0.578 | 0.061 | 0.458 | 0.698 | 15.9 | 13.7 | 0.602 | 0.061 | 0.482 | 0.722 | 13.7 | 5.7 |
| Estradiol | 0.520 | 0.060 | 0.402 | 0.638 | 35.7 | 34.7 | 0.570 | 0.060 | 0.453 | 0.687 | 35.7 | 10.4 | 0.612 | 0.060 | 0.495 | 0.729 | 34.6 | 10.4 |
Significant predictors (p < 0.05) are shown in red. SE—standard error. CI (95%)—95% confidence interval.