The Combined Expression Profiles of Epigenetic Biomarkers Reveal Heterogeneity in Normospermic Human Sperm Samples
<b>Background:</b> Male infertility is evaluated using standard semen parameters. However, these criteria offer limited insight into sperm functionality and poorly predict natural fertility or assisted reproductive technology (ART) outcomes. <b>Methods:</b> In this study, the expression levels of three genes (<i>AURKA</i>, <i>HDAC4</i>, and <i>CARHSP1</i>) involved in mitosis regulation, epigenetic modulation and early embryonic development, were measured by RT-qPCR in sperm samples (training dataset). For each gene, thresholds of normal and reduced expression were established by biostatistical modeling and combined with the number of motile spermatozoa to develop the Spermatozoa Function Index (SFI). <b>Results:</b> The ROC analysis was used to interpret the SFI values: SFI > 320 (normal), 290-320 (intermediate), and <290 (low). Then, this index was validated using 627 fresh semen samples from 25- to 60-year-old men at our ART center. Based on the World Health Organization criteria, 54.5% of the 627 sperm samples were normospermic, 8.8% showed oligo-astheno-teratospermia, and 36.6% had one or two abnormal parameters. According to the SFI values, 41% of sperm samples displayed normal expression, 55.9% low expression, and 4.1% intermediate expression. Only 57% of the 342 normospermic samples had normal SFI values and 37% had low SFI values. Among the 81 samples with stringent normal criteria (≥50 million/mL, ≥50% total motility, ≥14% normal morphology), 67.9% displayed normal SFI and 22.2% low SFI values. These findings suggest that even sperm with normal parameters may harbor dysfunctions. <b>Conclusions:</b> Our data highlight a gene signature with strong discriminatory power and promising diagnostic value for detecting subclinical sperm defects and improving male infertility assessment.
Authors
- Léa Ruoso (ORCID: https://orcid.org/0000-0002-2815-4082)
- Marion Bendayan (ORCID: https://orcid.org/0000-0003-1633-7735)
- Alexandre Rouen (ORCID: https://orcid.org/0000-0003-1098-6611)
- Gwénola Keromnès
- Omar Bouattane (ORCID: https://orcid.org/0000-0002-1207-2779)
- Saïd Assou (ORCID: https://orcid.org/0000-0001-6448-7995)
- Laura Prat-Ellenberg
- Nathalie Lédée (ORCID: https://orcid.org/0000-0002-3166-2643)
- Nino Guy Cassuto (ORCID: https://orcid.org/0000-0002-4586-4369)
- John De Vos (ORCID: https://orcid.org/0000-0003-1880-4130)
- Florence Boitrelle (ORCID: https://orcid.org/0000-0002-5322-0141)
- L Larue (ORCID: https://orcid.org/0000-0003-1146-8664)
- Géraldine Dray
- Lina Abdiche
Institutions
- Inserm (FR)
- Université de Versailles Saint-Quentin-en-Yvelines (FR)
- Université de Montpellier (FR)
- Université Paris Cité (FR)
- Université Paris-Saclay (FR)
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR)
- Sorbonne Paris Cité (FR)
- Institute for Regenerative Medicine & Biotherapy (FR)
- Hôpital des Diaconesses (FR)
- Université Hassan II Mohammedia (MA)
- Biologie de la Reproduction, Environnement, Epigénétique et Développement (FR)
- University of Hassan II Casablanca (MA)
Publication Details
- Journal
- Genes
- Published
- 2025-11-02
- DOI
- https://doi.org/10.3390/genes16111314
- Primary Topic
- Sperm and Testicular Function
- Type
- article
- Field-Weighted Citation Impact
- 0.00