A core of differentially methylated CpG loci in gMDSCs isolated from neonatal and adult sources
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE231417 | GEO | 2023/05/01
REPOSITORIES: GEO
Similar Datasets
Project description:Acute chorioamnionitis (aCA) is a commonly reported histologic lesion in at least 40% of spontaneous preterm deliveries. It is typically characterized by an infiltration of maternal neutrophils into the chorioamniotic membranes and is also associated with other placental inflammatory lesions such as acute intervillositis and acute villitis. DNA methylation (DNam) is an easily measurable epigenetic mark, which is more stable than mRNA. While DNAm may influence gene expression in specific cell types, it may also reflect altered cell composition. Studies have previously documented aCA-associated cellular changes primarily in the context of a polymicrobial invasion of the amniotic space. We, thus hypothesize that changes in DNAm associated with aCA will occur predominantly as a consequence of the response to infection, in particular due to alterations in the number of neutrophils and/or other alterations in cell populations inherent to the placenta. Pooled chorionic villus samples (22 aCA cases, 22 non-aCA cases) and fetal membranes (amnion and chorion) (9 aCA cases, 7 non-aCA cases) were evaluated using the Illumina EPIC array, which quantifies DNAm at >850,000 sites in the genome. We identified 66 differentially methylated sites associated with aCA (FDR <0.15, methylation difference >0.05). At the same thresholds, ~20% chorionic villi sites were also differentially methylated in chorion, but none were observed in amnion. Using publicly available datasets, we identified 2069 neutrophil-specific CpGs by differential methylation analysis. Euclidean clustering of our chorionic villi DNAm data (n=44 samples) using 2069 neutrophil-specific CpG sites largely separated aCA cases from the non-aCA cases, suggesting activation of innate immune responses in aCA-associated placentas.
2018-11-06 | GSE115508 | GEO
Project description:A core of differentially methylated CpG loci in gMDSCs isolated from neonatal and adult sources
| PRJNA964938 | ENA
Project description:We demonstrate that monocytic and granulocytic subsets of myeloid derived suppressor cells (mMDS, gMDSC) infiltrated in the primary tumor and distant organs with different time kinetics regulate spatiotemporal tumor plasticity. Using co-culture experiments and syngeneic mouse models, we provide evidence that tumor infiltrated mMDSCs facilitate tumor cell dissemination from the primary site by inducing EMT/CSC phenotype. In contrast, pulmonary gMDSC infiltrates support the metastatic growth by reverting EMT/CSC phenotype and in turn promote tumor cell proliferation. Furthermore, lung-derived gMDSCs isolated from tumor bearing animals significantly enhance metastatic growth of already disseminated tumor cells. A “metastatic gene signature” identified in aggressive murine tumors following co-culture with MDSC subsets predicts poor patient survival in majority of human solid tumors suggesting clinical implications of our studies.
2016-05-21 | GSE81701 | GEO
Project description:Background: The widespread use of accessible peripheral tissues for epigenetic analyses has prompted increasing interest in the study of tissue-specific DNA methylation (DNAm) variation in human populations. To date, characterizations of inter-individual DNAm variability and DNAm concordance across tissues have been largely performed in adult tissues and therefore are limited in their relevance to DNAm profiles from pediatric samples. Given that DNAm patterns in early life undergo rapid changes and have been linked to a wide range of health outcomes and environmental exposures, direct investigations of tissue-specific DNAm variation in pediatric samples may help inform the design and interpretation of DNAm analyses from early life cohorts. In this study, we present a systematic comparison of genome-wide DNAm patterns between matched pediatric buccal epithelial cells (BECs) and peripheral blood mononuclear cells (PBMCs), two of the most widely used peripheral tissues in human epigenetic studies. Specifically, we assessed DNAm variability, cross-tissue DNAm concordance and genetic determinants of DNAm across two independent early life cohorts encompassing different ages. Results: BECs had greater inter-individual DNAm variability compared to PBMCs and highly variable CpGs were more likely to be positively correlated between the matched tissues compared to less variable CpGs. These sites were enriched for CpGs under genetic influence, suggesting that a substantial proportion of DNAm co-variation between tissues can be attributed to genetic variation. Finally, we demonstrated the relevance of our findings to human epigenetic studies by categorizing CpGs from published DNAm association studies of pediatric BECs and peripheral blood. Conclusions: Taken together, our results highlight a number of important considerations and practical implications in the design and interpretation of EWAS analyses performed in pediatric peripheral tissues.
2018-12-27 | GSE124366 | GEO
Project description:SHP2 inhibitors (SHP2i) alone and in various combinations are being tested in multiple tumors with over-activation of the RAS/ERK pathway. SHP2 plays critical roles in normal cell signaling; hence, SHP2is could influence the tumor microenvironment. We found that SHP2i treatment depleted alveolar and M2-like macrophages, induced tumor-intrinsic CCL5/CXCL10 secretion and promoted B and T lymphocyte infiltration in Kras- and Egfr- mutant non-small cell lung cancer (NSCLC). However, treatment also increased intratumor gMDSCs via tumor-intrinsic, NF-kB-dependent production of CXCR2 ligands. Other RAS/ERK pathway inhibitors also induced CXCR2 ligands and gMDSC influx in mice, and CXCR2 ligands were induced in tumors from patients on KRASG12C-inhibitor trials. Combined SHP2(SHP099)/CXCR1/2(SX682) inhibition depleted a specific cluster of S100a8/9high gMDSCs, generated Klrg1+ CD8+ effector T cells with a strong cytotoxic phenotype but expressing the checkpoint receptor NKG2A, and enhanced survival in Kras- and Egfr-mutant models. Our results argue for testing RAS/ERK pathway/CXCR1/2/NKG2A inhibitor combinations in NSCLC patients.
2021-07-29 | GSE180964 | GEO
Project description:Although it is assumed that epigenetic mechanisms, such as changes in DNA methylation (DNAm), underlie the relationship between adverse intrauterine conditions and adult metabolic health, evidence from human studies remains scarce. Therefore, we evaluated whether DNAm in whole blood mediated the association between prenatal famine exposure and metabolic health in 422 individuals exposed to famine in utero and 463 (sibling) controls. We implemented a two-step analysis, namely, a genome-wide exploration across 342,596 cytosine-phosphate-guanine dinucleotides (CpGs) for potential mediators of the association between prenatal famine exposure and adult body mass index (BMI), serum triglycerides (TG), or glucose concentrations, which was followed by formal mediation analysis. DNAm mediated the association of prenatal famine exposure with adult BMI and TG but not with glucose. DNAm at PIM3 (cg09349128), a gene involved in energy metabolism, mediated 13.4% [95% confidence interval (CI), 5 to 28%] of the association between famine exposure and BMI. DNAm at six CpGs, including TXNIP (cg19693031), influencing β cell function, and ABCG1 (cg07397296), affecting lipid metabolism, together mediated 80% (95% CI, 38.5 to 100%) of the association between famine exposure and TG. Analyses restricted to those exposed to famine during early gestation identified additional CpGs mediating the relationship with TG near PFKFB3 (glycolysis) and METTL8 (adipogenesis). DNAm at the CpGs involved was associated with gene expression in an external data set and correlated with DNAm levels in fat depots in additional postmortem data. Our data are consistent with the hypothesis that epigenetic mechanisms mediate the influence of transient adverse environmental factors in early life on long-term metabolic health. The specific mechanism awaits elucidation.
2018-01-31 | GSE78743 | GEO
Project description:Background: DNA methylation (DNAm) profiling has emerged as a powerful tool for characterizing the placental methylome. However, previous studies have focused primarily on whole placental tissue, which is a mixture of epigenetically distinct cell populations. Here, we present the first methylome-wide analysis of first trimester (n=9) and term (n=19) human placental samples of four cell populations: trophoblasts, Hofbauer cells, endothelial cells, and stromal cells, using the Illumina EPIC methylation array, which quantifies DNAm at >850,000 CpGs. Results: The most distinct DNAm profiles were those of placental trophoblasts, which are central to many pregnancy-essential functions, and Hofbauer cells, which are a rare fetal-derived macrophage population. Cell-specific DNAm occurs at functionally-relevant genes, including genes associated with placental development and preeclampsia. Known placental-specific methylation marks, such as those associated with genomic imprinting, repetitive element hypomethylation, and placental partially methylated domains, were found to be more pronounced in trophoblasts and often absent in Hofbauer cells. Lastly, we characterize the cell composition and cell-specific DNAm dynamics across gestation. Conclusions: Our results provide a comprehensive analysis of DNAm in human placental cell types from first trimester and term pregnancies. This data will serve as a useful DNAm reference for future placental studies, and we provide access to this data via download from dbGAP (phs002013.v1.p1), through interactive exploration from the web browser (https://robinsonlab.shinyapps.io/Placental_Methylome_Browser/), and through the R package planet, which allows estimation of cell composition directly from placental DNAm data.
2020-10-21 | GSE159526 | GEO
Project description:Albuterol is the first-line asthma medication used in diverse populations. Although DNA methylation (DNAm) is an epigenetic mechanism involved in asthma and bronchodilator drug response (BDR), no study has assessed whether albuterol could induce changes in the airway epithelial methylome. We aimed to characterize albuterol-induced changes in DNAm in airway epithelial cells and assess the potential functional consequences and biological pathways implicated. We followed a discovery and validation study design to characterize albuterol-induced DNAm changes in paired airway epithelial cultures stimulated in vitro with albuterol. In the discovery phase, an epigenome-wide association study (EWAS) using paired nasal epithelial cultures from Puerto Rican children (n=97) identified 22 CpGs genome-wide associated with repeated-use albuterol treatment (p<9x10-8). Albuterol predominantly induced a hypomethylation effect on CpGs captured by the EPIC array across the genome (probability of hypomethylation: 76%, p-value=3.3x10-5). DNAm changes on the CpGs cg23032799 (CREB3L1), cg00483640 (MYLK4-LINC01600), and cg05673431 (KSR1) were validated in nasal epithelia from 10 independent donors (false discovery rate [FDR]<0.05). The effect on the CpG cg23032799 (CREB3L1) was cross-tissue validated in bronchial epithelial cells at nominal level (p=0.030). DNAm changes in these three CpGs showed to be influenced by three independent genetic variants (FDR<0.05). In silico analyses showed these polymorphisms regulated gene expression of nearby genes in lungs and/or fibroblasts including KSR1 and LINC01600 (6.30x10 14≤p≤6.60x10-5). Additionally, the hypomethylation at the CpGs cg10290200 (FLNC) and cg05673431 (KSR1) was associated with reduced gene expression of the genes where they are located (FDR<0.05). Furthermore, while the epigenetic effect of albuterol was independent of the asthma status, severity, and use of medication, BDR was nominally associated with the effect on the CpG cg23032799 (CREB3L1) (p=0.004). Gene-set enrichment analyses revealed that epigenomic modifications of albuterol could participate in asthma-relevant processes (e.g., IL-2, TNF-α, and NF-κB signaling pathways) and that albuterol-affected genes are likely regulated by Trichostatin A (FDR<0.05). Finally, nine differentially methylated regions were associated with albuterol treatment, including CREB3L1, MYLK4, and KSR1 (adjusted p-value<0.05). In conclusion, this study reveals, for the first time, evidence of epigenetic modifications induced by albuterol in the mucociliary airway epithelium. The epigenomic response induced by albuterol might have potential clinical implications by affecting biological pathways relevant to asthma
2023-10-18 | GSE240155 | GEO
Project description:Reconstruction of ancient epigenomes by DNA methylation (DNAm) can shed light into the composition of cell types, disease states, and age at death. However, such analysis is hampered by impaired DNA quality and little is known how decomposition affects DNAm. In this study, we determined if EPIC Illumina BeadChip technology is applicable for specimen from mummies of the 18th century CE. Overall, the signal intensity on the microarray was extremely low, but for one of two samples we detected characteristic DNAm signals in a subset of CG dinucleotides (CpGs), which were selected with a stringent processing pipeline. Using only these CpGs we could train epigenetic signatures with reference DNAm profiles of multiple tissues and our predictions were in line with the fact that the specimen was lung tissue of a female 28-year-old donor. Thus, we provide proof of principle that Illumina BeadChips are applicable for DNAm profiling in ancient samples.
2021-08-04 | GSE169595 | GEO
Project description:DNA methylation (DNAm) is a key epigenetic mark that modulates regulatory elements and gene expression, playing a crucial role in mammalian development and physiological function. Despite extensive characterization of DNAm profiles across species, little is known about its evolutionary conservation. Here, we conducted a comparative epigenome-wide analysis of great apes to identify and characterize sequence- and methylation-conserved CpGs (MCCs). Using 202 DNAm arrays, alongside 6 matched genotype and 13 matched transcriptomic datasets, we identified 11,500 MCCs for which methylation was evolutionarily related to sequences of CpGs and methylation quantitative trait loci. MCCs were the most stable across healthy human tissues and exhibited weaker genetic associations than other CpGs. Moreover, MCCs showed minimal associations with demographic, environmental factors, and noncancer diseases, yet demonstrated stronger associations with certain cancers than other CpGs, particularly gastrointestinal cancers. Functional enrichment analysis revealed that genes associated with MCC methylation in cancer were enriched for cancer driver genes and canonical cancer pathways, highlighting a significant regulatory role for MCCs in tumorigenesis. Collectively, our findings reveal the extent of DNAm conservation in great ape evolution, its association with genetic conservation, and its relevance to human diseases. These integrative analyses offer evolutionary insights into epigenetic variation and its functional implications in human populations.
2024-11-11 | GSE281200 | GEO