Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Meta-Analysis
. 2023 Aug 1;38(8):1464-1472.
doi: 10.1093/humrep/dead125.

Anti-Müllerian hormone predicts positive sperm retrieval in men with idiopathic non-obstructive azoospermia-findings from a multi-centric cross-sectional study

Affiliations
Meta-Analysis

Anti-Müllerian hormone predicts positive sperm retrieval in men with idiopathic non-obstructive azoospermia-findings from a multi-centric cross-sectional study

Edoardo Pozzi et al. Hum Reprod. .

Abstract

Study question: Is it possible to identify a reliable marker of successful sperm retrieval (+SR) in men with idiopathic non-obstructive azoospermia (iNOA) undergoing microdissection testicular sperm extraction (mTESE)?

Summary answer: A higher likelihood of +SR during mTESE is observed in men with iNOA and lower preoperative serum anti-Müllerian hormone (AMH) levels, with good predictive accuracy achieved using an AMH threshold of <4 ng/ml.

What is known already: AMH has been previously linked to +SR in men with iNOA undergoing mTESE prior to ART.

Study design, size, duration: A multi-centre cross-sectional study was carried out with a cohort of 117 men with iNOA undergoing mTESE at three tertiary-referral centres.

Participants/materials, setting, methods: Data from 117 consecutive white-European men with iNOA presenting for primary couple's infertility associated with a pure male factor at three centres were analysed. Descriptive statistics was applied to compare patients with negative (-SR) versus +SR at mTESE. Multivariate logistic regression models were fitted to predict +SR at mTESE, after adjusting for possible confounders. Diagnostic accuracy of the factors associated with +SR was assessed. Decision curve analyses were used to display the clinical benefit.

Main results and the role of chance: Overall, 60 (51.3%) men had an -SR and 57 (48.7%) had a +SR at mTESE. Patients with +SR had lower levels of baseline AMH (P = 0.005) and higher levels of estradiol (E2) (P = 0.01). At multivariate logistic regression analysis, lower levels of AMH (odds ratio: 0.79; 95% CI: 0.64-0.93, P = 0.03) were associated with +SR at mTESE, after adjusting for possible confounders (e.g. age, mean testicular volume, FSH, and E2). A threshold of AMH <4 ng/ml achieved the highest accuracy for +SR at mTESE, with an AUC of 70.3% (95% CI: 59.8-80.7). Decision curve analysis displayed the net clinical benefit of using an AMH <4 ng/ml threshold.

Limitations, reasons for caution: There is a need for external validation in even larger cohorts, across different centres and ethnicities. Systematic reviews and meta-analysis to provide high level of evidence are lacking in the context of AMH and SR rates in men with iNOA.

Wider implications of the findings: Current findings suggest that slightly more than one in two men with iNOA had -SR at mTESE. Overall, men with iNOA with lower levels of AMH had a significantly higher percentage of successful SR at surgery. A threshold of <4 ng/ml for circulating AMH ensured satisfactory sensitivity, specificity, and positive predictive values in the context of +SR at mTESE.

Study funding/competing interest(s): This work was supported by voluntary donations from the Urological Research Institute (URI). All authors declare no conflict of interest.

Trial registration number: N/A.

Keywords: anti-Müllerian hormone; idiopathic azoospermia; microsurgical testicular sperm extraction; sperm retrieval; testosterone.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1.
Figure 1.
Dot plots displaying the differences in hormonal levels between patients with iNOA with negative versus positive sperm retrieval at microdissection testicular sperm extraction. Data analysed using Mann–Whitney test. iNOA, idiopathic non-obstructive azoospermia; AMH, Anti-Müllerian Hormone; InhB, Inhibin B; E2, 17β-oestradiol; tT, total testosterone.
Figure 2.
Figure 2.
Decision curve analysis displaying the superior net benefit of using AMH <4 ng/ml for positive sperm retrieval at mTESE in men with idiopathic non-obstructive azoospermia. In decision curve analysis, the lines labelled ‘testing all’ and ‘testing none’ represent reference lines that help interpret the results of the analysis. These lines provide a benchmark against which the performance of a diagnostic or predictive model can be compare, allowing researchers, and decision-makers to evaluate the clinical utility and potential benefits of a test or intervention. The ‘testing all’ line represents a scenario where all individuals, regardless of their risk profile, are subjected to the test or intervention being evaluated. It assumes that the test has perfect accuracy and everyone benefits from it. In this scenario, the model’s net benefit is calculated by comparing the proportion of individuals who benefit from the test to those who are harmed. On the other hand, the ‘testing none’ line represents a scenario where no one undergoes the test or intervention. This line assumes that no one benefits from the test, and the net benefit is determined solely based on the proportion of individuals who are harmed by false positives or unnecessary interventions. AMH, Anti-Müllerian Hormone; mTESE, microdissection testicular sperm extraction.
Figure 3.
Figure 3.
Sensitivity and specificity of AMH <4 ng/ml for sperm retrieval in men with idiopathic non-obstructive azoospermia. TPR, true positive rate; FPR: false positive rate; AMH: anti-Müllerian hormone.

Similar articles

Cited by

References

    1. Aboukhshaba A, Punjani N, Doukakis S, Schlegel PN.. Anti-Müllerian hormone level as a predictor of sperm retrieval with microdissection testicular sperm extraction in nonobstructive azoospermia. Andrologia 2021;53:e14220. - PubMed
    1. Achermann APP, Pereira TA, Esteves SC.. Microdissection testicular sperm extraction (micro-TESE) in men with infertility due to nonobstructive azoospermia: summary of current literature. Int Urol Nephrol 2021;53:2193–2210. - PubMed
    1. Alfano M, Tascini AS, Pederzoli F, Locatelli I, Nebuloni M, Giannese F, Garcia-Manteiga JM, Tonon G, Amodio G, Gregori S. et al. Aging, inflammation and DNA damage in the somatic testicular niche with idiopathic germ cell aplasia. Nat Commun 2021;12:5205. - PMC - PubMed
    1. Alfano M, Ventimiglia E, Locatelli I, Capogrosso P, Cazzaniga W, Pederzoli F, Frego N, Matloob R, Saccà A, Pagliardini L. et al. Anti-Mullerian hormone-to-testosterone ratio is predictive of positive sperm retrieval in men with idiopathic non-obstructive azoospermia. Sci Rep 2017;7:17638. - PMC - PubMed
    1. Azizi H, Hashemi Karoii D, Skutella T.. Whole exome sequencing and in silico analysis of human Sertoli in patients with non-obstructive azoospermia. IJMS 2022;23:12570. - PMC - PubMed

Publication types

Substances

Supplementary concepts