Epigenetic aging of seminal fluid is associated with inflammation
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE250598 | GEO | 2023/12/22
REPOSITORIES: GEO
Similar Datasets
Project description:<h4><strong>BACKGROUND: </strong>Semen quality is negatively correlated with male age and is mainly quantified by a routine semen analysis, which is descriptive and inconclusive. Sperm proteins or semen metabolites are used as the intermediate or end-products, reflecting changes in semen quality, and hold much promise as a new biomarker to predict fertility in advanced-aged males.</h4><h4><strong>OBJECTIVES: </strong>In this study, we sought to assess whether the semen metabolome and proteome of aged males can affect semen quality and serve as biomarkers for predicting semen quality.</h4><p><strong>MATERIALS AND METHODS: </strong>We retrospectively analyzed 12825 males that underwent semen routine analysis to understand the age-dependent changes in sperm quality. To identify the difference between aged and young adults, metabolomics (n=60) analyses of semen and proteomics (n=12) analyses of sperm were conducted. Finally, integrated machine learning of metabolomics was conducted to screen biomarkers to identify aging semen.</p><p><strong>RESULTS:</strong> We discovered that male age was positively correlated with sperm concentration as well as DNA fragmentation index(DFI), and negatively with progressive motile sperm count, total sperm count, sperm volume and progressive sperm motility. The differential metabolites were significantly enriched in various metabolic pathways, and four of these differential metabolites (Pipamperone, 2,2-Bis(hydroxymethyl)-2,2',2''-nitrilotriethanol, Arg-Pro and Triethyl phosphate) were utilized to establish a biomarker panel to identify aging semen. Proteomic analysis showed that differential proteins were significantly enriched in protein digestion and absorption and some energy-related pathways. An integrated analysis of the metabolome and proteome identified differential energy metabolism and oxidative stress-related proteins, which could explain the decreased motility and the increased DFI of aging sperm.</p><p><strong>DISCUSSION AND CONCLUSION:</strong> We provide compelling evidence that the changes in semen metabolome and sperm proteome are related to the decline of semen quality in aged males. Moreover, a biomarker panel based on four metabolites was established to identify aging semen.</p>
2024-01-16 | MTBLS5289 | MetaboLights
Project description:To determine if disease can modify aging patterns in an affected tissue without altering the aging patterns of other tissues, blood and semen of individuals with oligozoospermia (n=10) were compared to the blood and semen of individuals with normozoospermia (n=24). The Horvath and Jenkins age calculators were utilized to predict the epigenetic age of blood and sperm through the use of DNA methylation. Using these calculators, it was found that sperm of oligozoospermic men were predicted to be significantly older than the sperm of normozoospermic men; however, there was not a significant epigenetic age difference in blood. These results lead to the conclusion that tissue specific aging is occurring in sperm of oligozoospermic individuals but not in unaffected somatic tissues (in our case, blood).
2023-09-08 | GSE213366 | GEO
Project description:Aging-associated functional decline and disease susceptibility are believed to be mediated, at least in part, through alterations in the epigenome. To explore epigenetic changes that might influence visual function with advanced age, we performed whole genome bisulfite sequencing of purified mouse rod photoreceptors at four different ages and identified 2054 genomic regions that gain or lose DNA methylation. Differentially methylated regions (DMRs) clustered at chromosomal hotspots, especially on Chromosome 10 that included a longevity interactome. DMRs were preferentially detected at an early stage of aging in long neuronal genes and in rod-specific regulatory regions containing open chromatin domains and H3K27 acetylation. Integration of methylome to age-related transcriptome changes, chromatin signatures and first order protein-protein interactions uncovered an enrichment of DMRs in pathways associated with aging, longevity, synaptic function, and energy homeostasis. In concordance, we detected reduced mitochondrial maximum reserve capacity with retinal age in ex vivo assays. Our study reveals age-dependent genomic and chromatin features susceptible to DNA methylation changes in rod photoreceptors and identifies associations with established and cell type-specific pathways altered in aging.
2020-03-10 | GSE137935 | GEO
Project description:Aging-associated functional decline and disease susceptibility are believed to be mediated, at least in part, through alterations in the epigenome. To explore epigenetic changes that might influence visual function with advanced age, we performed whole genome bisulfite sequencing of purified mouse rod photoreceptors at four different ages and identified 2054 genomic regions that gain or lose DNA methylation. Differentially methylated regions (DMRs) clustered at chromosomal hotspots, especially on Chromosome 10 that included a longevity interactome. DMRs were preferentially detected at an early stage of aging in long neuronal genes and in rod-specific regulatory regions containing open chromatin domains and H3K27 acetylation. Integration of methylome to age-related transcriptome changes, chromatin signatures and first order protein-protein interactions uncovered an enrichment of DMRs in pathways associated with aging, longevity, synaptic function, and energy homeostasis. In concordance, we detected reduced mitochondrial maximum reserve capacity with retinal age in ex vivo assays. Our study reveals age-dependent genomic and chromatin features susceptible to DNA methylation changes in rod photoreceptors and identifies associations with established and cell type-specific pathways altered in aging.
2020-03-10 | GSE134872 | GEO
Project description:Aging-associated functional decline and disease susceptibility are believed to be mediated, at least in part, through alterations in the epigenome. To explore epigenetic changes that might influence visual function with advanced age, we performed whole genome bisulfite sequencing of purified mouse rod photoreceptors at four different ages and identified 2054 genomic regions that gain or lose DNA methylation. Differentially methylated regions (DMRs) clustered at chromosomal hotspots, especially on Chromosome 10 that included a longevity interactome. DMRs were preferentially detected at an early stage of aging in long neuronal genes and in rod-specific regulatory regions containing open chromatin domains and H3K27 acetylation. Integration of methylome to age-related transcriptome changes, chromatin signatures and first order protein-protein interactions uncovered an enrichment of DMRs in pathways associated with aging, longevity, synaptic function, and energy homeostasis. In concordance, we detected reduced mitochondrial maximum reserve capacity with retinal age in ex vivo assays. Our study reveals age-dependent genomic and chromatin features susceptible to DNA methylation changes in rod photoreceptors and identifies associations with established and cell type-specific pathways altered in aging.
2020-03-10 | GSE134871 | GEO
Project description:The ability to predict tissue type and donor’s age from molecular profiles of crime scene samples has practical implications in forensics. In order to identify body fluid- and age-associated DNA methylation changes, genome-wide DNA methylation profiling was carried out for body fluids including blood, saliva, semen, menstrual blood, and vaginal fluid obtained from individuals aged 20 to 59. The Illumina Infinium 450k Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450,000 CpGs in bisulfite converted DNA. Samples included 12 of each blood, saliva and semen samples from 18 male donors aged 20 to 59, and 3 of each vaginal fluid and menstrual blood samples from 4 female donors in their twenties. Genome-wide DNA methylation profiling of body fluids obtained from individuals aged 29 to 41. The Illumina Infinium 450K Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450K CpGs from human body fluids including blood, saliva and semen. Bisulfite converted DNA from the 6 samples were hybridised to the Illumina Infinium 450k Human Methylation Beadchip
2015-05-26 | E-GEOD-59508 | biostudies-arrayexpress
Project description:The ability to predict tissue type and donor’s age from molecular profiles of crime scene samples has practical implications in forensics. In order to identify body fluid- and age-associated DNA methylation changes, genome-wide DNA methylation profiling was carried out for body fluids including blood, saliva, semen, menstrual blood, and vaginal fluid obtained from individuals aged 20 to 59. The Illumina Infinium 450k Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450,000 CpGs in bisulfite converted DNA. Samples included 12 of each blood, saliva and semen samples from 18 male donors aged 20 to 59, and 3 of each vaginal fluid and menstrual blood samples from 4 female donors in their twenties. Genome-wide DNA methylation profiling of body fluids obtained from individuals aged 37 to 48. The Illumina Infinium 450K Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450K CpGs from human body fluids including blood, saliva and semen. Bisulfite converted DNA from the 12 samples were hybridised to the Illumina Infinium 450k Human Methylation Beadchip
2015-05-26 | E-GEOD-59507 | biostudies-arrayexpress
Project description:The ability to predict tissue type and donor’s age from molecular profiles of crime scene samples has practical implications in forensics. In order to identify body fluid- and age-associated DNA methylation changes, genome-wide DNA methylation profiling was carried out for body fluids including blood, saliva, semen, menstrual blood, and vaginal fluid obtained from individuals aged 20 to 59. The Illumina Infinium 450k Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450,000 CpGs in bisulfite converted DNA. Samples included 12 of each blood, saliva and semen samples from 18 male donors aged 20 to 59, and 3 of each vaginal fluid and menstrual blood samples from 4 female donors in their twenties. Genome-wide DNA methylation profiling of body fluids obtained from young and old individuals. The Illumina Infinium 450K Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450K CpGs from human body fluids including blood, saliva, semen, vaginal fluid and menstrual blood. Bisulfite converted DNA from the 24 samples were hybridised to the Illumina Infinium 450k Human Methylation Beadchip
2015-05-26 | E-GEOD-59505 | biostudies-arrayexpress
Project description:There is a growing realization that some aging-associated phenotypes/diseases have an epigenetic basis. Here we report the first genome-scale study of epigenomic dynamics during normal human aging. We identify aging-associated differentially methylated regions (aDMRs) in whole blood in a discovery cohort, and then replicate these aDMRs in sorted CD4+ T-cells and CD14+ monocytes in an independent cohort, suggesting that aDMRs occur in precursor haematopoietic cells. Further replication of the aDMRs in buccal cells, representing a tissue that originates from a different germ-layer compared with blood, demonstrates that the aDMR signature is a multi-tissue phenomenon. Moreover, we demonstrate that aging-associated DNA hypermethylation occurs predominantly at bivalent chromatin domain promoters. This same category of promoters, associated with key developmental genes, is frequently hypermethylated in cancers and in vitro cell culture, pointing to a novel mechanistic link between aberrant hypermethylation in cancer, aging, and cell culture. We measured the methylation state of 27,578 CpG sites (Illumina HumanMethylation27 array) in whole blood samples from 93 heathy human females aged between 49 and 74, to discover sites which change methylation state with age.
2010-06-24 | E-GEOD-20236 | biostudies-arrayexpress
Project description:The ability to predict tissue type and donor’s age from molecular profiles of crime scene samples has practical implications in forensics. In order to identify body fluid- and age-associated DNA methylation changes, genome-wide DNA methylation profiling was carried out for body fluids including blood, saliva, semen, menstrual blood, and vaginal fluid obtained from individuals aged 20 to 59. The Illumina Infinium 450k Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 450,000 CpGs in bisulfite converted DNA. Samples included 12 of each blood, saliva and semen samples from 18 male donors aged 20 to 59, and 3 of each vaginal fluid and menstrual blood samples from 4 female donors in their twenties.
2015-05-26 | GSE59508 | GEO