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Updated: Apr 4, 2026

Flow Cytometric Analysis of Biomarkers for Detecting Human Sperm Functional Defects
Published on: April 21, 2022
Aberrant sperm DNA methylation predicts male fertility status and embryo quality
Kenneth I Aston1, Philip J Uren2, Timothy G Jenkins1
1Department of Surgery, University of Utah Andrology and IVF Laboratories, University of Utah School of Medicine, Salt Lake City, Utah.
Objective:
To evaluate whether male fertility status and/or embryo quality during in vitro fertilization (IVF) therapy can be predicted based on genomewide sperm deoxyribonucleic acid (DNA) methylation patterns.
Design:
Retrospective cohort study.
Setting:
University-based fertility center.
Patient(S):
Participants were 127 men undergoing IVF treatment (where any major female factor cause of infertility had been ruled out), and 54 normozoospermic, fertile men. The IVF patients were stratified into 2 groups: patients who had generally good embryogenesis and a positive pregnancy (n = 55), and patients with generally poor embryogenesis (n = 72; 42 positive and 30 negative pregnancies) after IVF.
Intervention(S):
Genomewide sperm DNA methylation analysis was performed to measure methylation at >485,000 sites across the genome.
Main Outcome Measure(S):
A comparison was made of DNA methylation patterns of IVF patients vs. normozoospermic, fertile men.
Result(S):
Predictive models proved to be highly accurate in classifying male fertility status (fertile or infertile), with 82% sensitivity, and 99% positive predictive value. Hierarchic clustering identified clusters enriched for IVF patient samples and for poor-quality-embryo samples. Models built to identify samples within these groups, from neat samples, achieved positive predictive value ≥ 94% while identifying >one fifth of all IVF patient and poor-quality-embryo samples in each case. Using density gradient prepared samples, the same approach recovered 46% of poor-quality-embryo samples with no false positives.
Conclusion(S):
Sperm DNA methylation patterns differ significantly and consistently for infertile vs. fertile, normozoospermic men. In addition, DNA methylation patterns may be predictive of embryo quality during IVF.
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