ArticleClinical epigenetics2020
High-resolution analyses of human sperm dynamic methylome reveal thousands of novel age-related epigenetic alterations.
Article in Clinical epigenetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
30 citing papers in PubMed, 70 citations in OpenAlex.
- Integrated single-nucleus transcriptomic and chromatin accessibility analysis reveals key molecular basis of human testicular aging.Journal of molecular cell biology · 2026Article
- Article
- Clinical Implications of Paternal Age in Assisted Reproduction: Integrating Sperm Epigenetic Evidence.Journal of clinical medicine · 2026Review
- Article
- Epigenetic links between paternal age, reproduction, and offspring health: a focus on sncRNAs.Reproduction & fertility · 2025Review
- DNA Methylation: A Key Regulator in Male and Female Reproductive Outcomes.Life (Basel, Switzerland) · 2025Review
- Type 2 diabetes impacts DNA methylation in human sperm.Clinical epigenetics · 2025Article
- Male aging in germ cells: What are we inheriting?Genetics and molecular biology · 2025Article
- Multifaceted paternal exposures before conception and their epigenetic impact on offspring.Journal of assisted reproduction and genetics · 2024Review
- Reproductive Ageing: Current insights and a potential role of NAD in the reproductive health of aging fathers and their children.Reproduction (Cambridge, England) · 2024Review
- Future in the past: paternal reprogramming of offspring phenotype and the epigenetic mechanisms.Archives of toxicology · 2024Review
- Paternal aging impacts expression and epigenetic markers as early as the first embryonic tissue lineage differentiation.Human genomics · 2024Article
- Frequency, morbidity and equity - the case for increased research on male fertility.Nature reviews. Urology · 2024Review
- The Association between Long-Term DDT or DDE Exposures and an Altered Sperm Epigenome-a Cross-Sectional Study of Greenlandic Inuit and South African VhaVenda Men.Environmental health perspectives · 2024Article
- Effects of paternal and chronological age onAging · 2023Article
- Profound DNA methylomic differences between single- and multi-fraction alpha irradiations of lung fibroblasts.Clinical epigenetics · 2023Article
- Global effects of identity and aging on the human sperm methylome.Clinical epigenetics · 2023Article
- Capturing sex-specific and hypofertility-linked effects of assisted reproductive technologies on the cord blood DNA methylome.Clinical epigenetics · 2023Article
- Does advanced paternal age affect global DNA methylation of human spermatozoa and intracytoplasmic sperm injection outcome?Journal of the Turkish German Gynecological Association · 2023Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundChildren of aged fathers are at a higher risk of developing mental disorders. Alterations in sperm DNA methylation have been implicated as a potential cause. However, age-dependent modifications of the germ cells' epigenome remain poorly understood. Our objective was to assess the DNA methylation profile of human spermatozoa during aging.
resultsWe used a high throughput, customized methylC-capture sequencing (MCC-seq) approach to characterize the dynamic DNA methylation in spermatozoa from 94 fertile and infertile men, who were categorized as young, 48 men between 18-38 years or old 46 men between 46-71 years. We identified more than 150,000 age-related CpG sites that are significantly differentially methylated among 2.65 million CpG sites covered. We conducted machine learning using our dataset to predict the methylation age of subjects; the age prediction accuracy based on our assay provided a more accurate prediction than that using the 450 K chip approach. In addition, we found that there are more hypermethylated (62%) than hypomethylated (38%) CpG sites in sperm of aged men, corresponding to 798 of total differential methylated regions (DMRs), of which 483 are hypermethylated regions (HyperDMR), and 315 hypomethylated regions (HypoDMR). Moreover, the distribution of age-related hyper- and hypomethylated CpGs in sperm is not random; the CpG sites that were hypermethylated with advanced age were frequently located in the distal region to genes, whereas hypomethylated sites were near to gene transcription start sites (TSS). We identified a high density of age-associated CpG changes in chromosomes 4 and 16, particularly HyperDMRs with localized clusters, the chr4 DMR cluster overlaps PGC1α locus, a protein involved in metabolic aging and the chr16 DMR cluster overlaps RBFOX1 locus, a gene implicated in neurodevelopmental disease. Gene ontology analysis revealed that the most affected genes by age were associated with development, neuron projection, differentiation and recognition, and behaviour, suggesting a potential link to the higher risk of neurodevelopmental disorders in children of aged fathers.
conclusionWe identified thousands of age-related and sperm-specific epigenetic alterations. These findings provide novel insight in understanding human sperm DNA methylation dynamics during paternal aging, and the subsequently affected genes potentially related to diseases in offspring.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.