scholarly journals Multi-Omics Analysis Reveals Changes in the Intestinal Microbiome, Transcriptome, and Methylome in a Rat Model of Chronic Non-bacterial Prostatitis: Indications for the Existence of the Gut-Prostate Axis

2022 ◽  
Vol 12 ◽  
Author(s):  
Junsheng Liu ◽  
Yihe Wang ◽  
Guangwen Zhang ◽  
Liu Liu ◽  
Xichun Peng

Chronic non-bacterial prostatitis (CNP) is one of the most prevalent diseases in human males worldwide. In 2005, the prostate-gut axis was first proposed to indicate the close relationship between the prostate and the intestine. This study investigated CNP-induced changes of the gut microbiota, gene expression and DNA methylation in a rat model by using multi-omics analysis. Firstly, 16S rDNA sequencing presented an altered structure of the microbiota in cecum of CNP rats. Then, transcriptomic analysis revealed that the expression of 185 genes in intestinal epithelium was significantly changed by CNP. These changes can participate in the immune system, digestive system, metabolic process, etc. Finally, methylC-capture sequencing (MCC-Seq) found 73,232 differentially methylated sites (DMSs) in the DNA of intestinal epithelium between control and CNP rats. A combined analysis of methylomics and transcriptomics suggested an epigenetic mechanism for CNP-induced differential expression genes correlated with intestinal barrier function, immunity, metabolism, enteric infectious disease, etc. More importantly, the transcriptomic, methylomic and gut microbial changes were highly correlated with multiple processes including intestinal immunity, metabolism and epithelial barrier function. In this study, disrupted homeostasis in the gut microbiota, gene expression and DNA methylation were reported in CNP, which supports the existence of the gut-prostate axis.

2004 ◽  
Vol 78 (3) ◽  
pp. 1139-1149 ◽  
Author(s):  
Nicole J. Kubat ◽  
Robert K. Tran ◽  
Peterjon McAnany ◽  
David C. Bloom

ABSTRACT During herpes simplex virus type 1 (HSV-1) latency, gene expression is tightly repressed except for the latency-associated transcript (LAT). The mechanistic basis for this repression is unknown, but its global nature suggests regulation by an epigenetic mechanism such as DNA methylation. Previous work demonstrated that latent HSV-1 genomes are not extensively methylated, but these studies lacked the resolution to examine methylation of individual CpGs that could repress transcription from individual promoters during latency. To address this point, we employed established models to predict genomic regions with the highest probability of being methylated and, using bisulfite sequencing, analyzed the methylation profiles of these regions. We found no significant methylation of latent DNA isolated from mouse dorsal root ganglia in any of the regions examined, including the ICP4 and LAT promoters. This analysis indicates that methylation is unlikely to play a major role in regulating HSV-1 latent gene expression. Subsequently we focused on differential histone modification as another epigenetic mechanism that could regulate latent transcription. Chromatin immunoprecipitation analysis of the latent HSV-1 DNA repeat regions demonstrated that a portion of the LAT region is associated with histone H3 acetylated at lysines 9 and 14, consistent with a euchromatic and nonrepressed structure. In contrast, the chromatin associated with the HSV-1 DNA polymerase gene located in the unique long segment was not enriched in H3 acetylated at lysines 9 and 14, suggesting a transcriptionally inactive structure. These data suggest that histone composition may be a major regulatory determinant of HSV latency.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 4386-4386
Author(s):  
Ye Zhao ◽  
Zi-xing Chen ◽  
Shao-yan Hu ◽  
Jian-nong Cen

Abstract The methylation at CpG island in the promoter region of a gene is one of the important epigenetic mechanism which regulates the gene activity. To study the DNA methylation pattern of WT1 gene promoter region within hematologic neoplastic cell lines and its correlation with WT1 gene expression by using the PCR-based methods. RT-PCR and Methylation-specific PCR were performed to study the WT1 gene expression in 8226, HL-60, Jurkat, K562, KG-1, NB4, Raji, SHI-1, U266 and U937 cell lines and the DNA methylation status in promoter region of WT1 gene. After treatment of U937 cell line by 5-aza-CdR, a demethylation inducing agent, the changes of WT1 gene expression level and the methylation status in its promter region in U937 cells was determined. Our Results showed that HL-60, K562, KG-1, NB4, SHI-1 cell lines demonstrated higher level of WT1 expression, while extremely low level was found in 8226, Jurkat, Raji, U266 and U937. The DNA hypermethylation in WT1 gene promoter region was identified in 8226, Jurkat, Raji, U266 and U937 cell lines. The WT1 gene expression in U937 was markedly enhanced after treatment with 5-aza-CdR in company with the decrease of methylated level and the increase of unmethylated level in its promoter region. These results indicate that modulation of the DNA methylation in WT1 promoter region is one of the epigenetic mechanisms to regulate its expression.


2017 ◽  
Vol 2017 ◽  
pp. 1-17 ◽  
Author(s):  
Marlene Remely ◽  
Franziska Ferk ◽  
Sonja Sterneder ◽  
Tahereh Setayesh ◽  
Sylvia Roth ◽  
...  

Obesity as a multifactorial disorder involves low-grade inflammation, increased reactive oxygen species incidence, gut microbiota aberrations, and epigenetic consequences. Thus, prevention and therapies with epigenetic active antioxidants, (-)-Epigallocatechin-3-gallate (EGCG), are of increasing interest. DNA damage, DNA methylation and gene expression ofDNA methyltransferase 1,interleukin 6, andMutL homologue 1were analyzed in C57BL/6J male mice fed a high-fat diet (HFD) or a control diet (CD) with and without EGCG supplementation. Gut microbiota was analyzed with quantitative real-time polymerase chain reaction. An induction of DNA damage was observed, as a consequence of HFD-feeding, whereas EGCG supplementation decreased DNA damage. HFD-feeding induced a higher inflammatory status. Supplementation reversed these effects, resulting in tissue specific gene expression and methylation patterns ofDNA methyltransferase 1andMutL homologue 1. HFD feeding caused a significant lower bacterial abundance. TheFirmicutes/Bacteroidetesratio is significantly lower in HFD + EGCG but higher in CD + EGCG compared to control groups. The results demonstrate the impact of EGCG on the one hand on gut microbiota which together with dietary components affects host health. On the other hand effects may derive from antioxidative activities as well as epigenetic modifications observed on CpG methylation but also likely to include other epigenetic elements.


2015 ◽  
Vol 308 (10) ◽  
pp. E912-E920 ◽  
Author(s):  
Timo Kanzleiter ◽  
Markus Jähnert ◽  
Gunnar Schulze ◽  
Joachim Selbig ◽  
Nicole Hallahan ◽  
...  

The adaptive response of skeletal muscle to exercise training is tightly controlled and therefore requires transcriptional regulation. DNA methylation is an epigenetic mechanism known to modulate gene expression, but its contribution to exercise-induced adaptations in skeletal muscle is not well studied. Here, we describe a genome-wide analysis of DNA methylation in muscle of trained mice ( n = 3). Compared with sedentary controls, 2,762 genes exhibited differentially methylated CpGs ( P < 0.05, meth diff >5%, coverage >10) in their putative promoter regions. Alignment with gene expression data ( n = 6) revealed 200 genes with a negative correlation between methylation and expression changes in response to exercise training. The majority of these genes were related to muscle growth and differentiation, and a minor fraction involved in metabolic regulation. Among the candidates were genes that regulate the expression of myogenic regulatory factors ( Plexin A2) as well as genes that participate in muscle hypertrophy ( Igfbp4) and motor neuron innervation ( Dok7). Interestingly, a transcription factor binding site enrichment study discovered significantly enriched occurrence of CpG methylation in the binding sites of the myogenic regulatory factors MyoD and myogenin. These findings suggest that DNA methylation is involved in the regulation of muscle adaptation to regular exercise training.


2021 ◽  
Vol 9 ◽  
Author(s):  
Marco Gerdol ◽  
Claudia La Vecchia ◽  
Maria Strazzullo ◽  
Pasquale De Luca ◽  
Stefania Gorbi ◽  
...  

DNA methylation is an essential epigenetic mechanism influencing gene expression in all organisms. In metazoans, the pattern of DNA methylation changes during embryogenesis and adult life. Consequently, differentiated cells develop a stable and unique DNA methylation pattern that finely regulates mRNA transcription during development and determines tissue-specific gene expression. Currently, DNA methylation remains poorly investigated in mollusks and completely unexplored in Mytilus galloprovincialis. To shed light on this process in this ecologically and economically important bivalve, we screened its genome, detecting sequences homologous to DNA methyltransferases (DNMTs), methyl-CpG-binding domain (MBD) proteins and Ten-eleven translocation methylcytosine dioxygenase (TET) previously described in other organisms. We characterized the gene architecture and protein domains of the mussel sequences and studied their phylogenetic relationships with the ortholog sequences from other bivalve species. We then comparatively investigated their expression levels across different adult tissues in mussel and other bivalves, using previously published transcriptome datasets. This study provides the first insights on DNA methylation regulators in M. galloprovincialis, which may provide fundamental information to better understand the complex role played by this mechanism in regulating genome activity in bivalves.


2018 ◽  
Author(s):  
Komivi Dossa ◽  
Marie Ali Mmadi ◽  
Rong Zhou ◽  
Qi Zhou ◽  
Mei Yang ◽  
...  

AbstractDNA methylation is a heritable epigenetic mechanism that participates in gene regulation under abiotic stresses in plants. Sesame (Sesamum indicum L.) is typically considered a drought-tolerant crop but highly susceptible to waterlogging, a property attributed to its presumed origin in Africa or India. Understanding DNA methylation patterns in sesame under drought and waterlogging conditions can provide insights into the regulatory mechanisms underlying its contrasting responses to these principal abiotic stresses. Here, we combined Methylation-Sensitive Amplified Polymorphism and transcriptome analyses to profile cytosine methylation patterns, gene expression alteration, and their interplay in drought-tolerant and waterlogging-tolerant sesame genotypes under control, stress and recovery conditions. Our data showed that drought stress strongly induced de novo methylation (DNM) whereas most of the loci were demethylated (DM) during the recovery phase. In contrast, waterlogging decreased the level of methylation under stress but during the recovery phase, both DM and DNM were concomitantly deployed. In both stresses, the differentially expressed genes (DEGs) were highly correlated with the methylation patterns. We observed that DM was associated with the up-regulation of the DEGs while DNM was correlated with the down-regulation of the DEGs. In addition, we sequenced 44 differentially methylated regions of which 90% overlapped with the promoters and coding sequences of the DEGs. Altogether, we demonstrated that sesame has divergent epigenetic programs that respond to drought and waterlogging stresses. Our results also highlighted the possible interplay among DNA methylation and gene expression, which may modulate the contrasting responses to drought and waterlogging in sesame.


2018 ◽  
Author(s):  
Stephen A. Semick ◽  
Rahul A. Bharadwaj ◽  
Leonardo Collado-Torres ◽  
Ran Tao ◽  
Joo Heon Shin ◽  
...  

AbstractBackgroundLate-onset Alzheimer’s disease (AD) is a complex age-related neurodegenerative disorder that likely involves epigenetic factors. To better understand the epigenetic state associated with AD represented as variation in DNA methylation (DNAm), we surveyed 420,852 DNAm sites from neurotypical controls (N=49) and late-onset AD patients (N=24) across four brain regions (hippocampus, entorhinal cortex, dorsolateral prefrontal cortex and cerebellum).ResultsWe identified 858 sites with robust differential methylation, collectively annotated to 772 possible genes (FDR<5%, within 10kb). These sites were overrepresented in AD genetic risk loci (p=0.00655), and nearby genes were enriched for processes related to cell-adhesion, immunity, and calcium homeostasis (FDR<5%). We analyzed corresponding RNA-seq data to prioritize 130 genes within 10kb of the differentially methylated sites, which were differentially expressed and had expression levels associated with nearby DNAm levels (p<0.05). This validated gene set includes previously reported (e.g. ANK1, DUSP22) and novel genes involved in Alzheimer’s disease, such as ANKRD30B.ConclusionsThese results highlight DNAm changes in Alzheimer’s disease that have gene expression correlates, implicating DNAm as an epigenetic mechanism underlying pathological molecular changes associated with AD. Furthermore, our framework illustrates the value of integrating epigenetic and transcriptomic data for understanding complex disease.


2021 ◽  
Author(s):  
Robert Mukiibi ◽  
Carolina Peñaloza ◽  
Alejandro Gutierrez ◽  
José M. Yáñez ◽  
Ross D. Houston ◽  
...  

Salmon rickettsial septicaemia (SRS), caused by the intracellular bacteria Piscirickettsia Salmonis, generates significant mortalities to farmed Atlantic salmon, particularly in Chile. Due to its economic importance, a wealth of research has focussed on the biological mechanisms underlying pathogenicity of P. salmonis, the host response, and genetic variation in host resistance. DNA methylation is a fundamental epigenetic mechanism that influences almost every biological process via the regulation of gene expression and plays a key role in the response of an organism to stimuli. In the current study, the role of head kidney and liver DNA methylation in the response to P. salmonis infection was investigated in a commercial Atlantic salmon population. A total of 66 salmon were profiled using reduced representation bisulphite sequencing (RRBS), with head kidney and liver methylomes compared between infected animals (3 and 9 days post infection) and uninfected controls. These included groups of salmon with divergent (high or low) breeding values for resistance to P. salmonis infection, to examine the influence of genetic resistance. Head kidney and liver showed organ-specific global methylation patterns, but with similar distribution of methylation across gene features. Integration of methylation with RNA-Seq data revealed that methylation levels predominantly showed a negative correlation with gene expression, although positive correlations were also observed. Methylation within the first exon showed the strongest negative correlation with gene expression. A total of 911 and 813 differentially methylated CpG sites were identified between infected and control samples in the head kidney at 3 and 9 days respectively, whereas only 30 and 44 sites were differentially methylated in the liver. Differential methylation in the head kidney was associated with immunological processes such as actin cytoskeleton regulation, phagocytosis, endocytosis and pathogen associated pattern receptor signaling. We also identified 113 and 48 differentially methylated sites between resistant and susceptible fish in the head kidney and liver respectively. Our results contribute to the growing understanding of the role of methylation in regulation of gene expression and response to infectious diseases, and in particular reveal key immunological functions regulated by methylation in Atlantic salmon in response to P. salmonis.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 2334-2334
Author(s):  
Rönnerblad Michelle ◽  
Olofsson Tor ◽  
Iyadh Douagi ◽  
Sören Lehmann ◽  
Karl Ekwall ◽  
...  

Abstract Abstract 2334 Accumulating evidence demonstrates that epigenetic changes, including DNA methylation play a central role in differentiation, providing cellular memory and stabilizing lineage choice in hematopoiesis1–3. DNA methylation is an important epigenetic mechanism involved in transcriptional regulation, heterochromatin formation and the normal development of many organisms. In this study we investigated the DNA methylome and transcriptome of human cells in four separate differentiation stages in granulopoiesis, ranging from the multipotent Common Myeloid progenitor (CMP) to terminally differentiated bone marrow neutrophils (PMN). To this end we employed HumanMethylation 450 BeadChip (450K array) from Illumina with extensive genomic coverage and mRNA expression arrays (Illumina). Temporally distinct methylation changes during granulopoiesis Differential methylation between two cell stages was defined as an average difference in β value of at least 0.17 (p ≤ 0.05). We detected 12132 DMSs during granulopoiesis. Of these the majority showed decreased methylation during granulopoeisis (10771 CpGs) and a smaller set gained methylation (1658 CpGs). Strikingly, increases in methylation predominantly occur between CMP and GMP, the two least mature cell types. Some CpGs also show increased methylation in the GMP-PMC transition, while very few CpG sites increase at the final stage of differentiation from PMC to PMN. Although reduction of methylation occurs at all stages of granulopoiesis, the greatest change is between GMP and PMC. It is striking that the DNA methylation patterns preferentially change at points of lineage restriction, and that the greatest change occurs upon loss of oligopotency between GMP and PMC. DMSs within CGIs were greatly underrepresented (p<0.001 with chi-square test), while DMSs were overrepresented in shelves (p<0.001) and open sea (p<0.001). Thus, methylation appears to be more dynamic outside of CGIs during granulocytic development. For all regions the variation within enhancers was greater than outside of enhancers indicating greater methylation changes in enhancers compared to non-enhancers. In addition, CpGs in enhancer regions are significantly enriched in the list of DMSs (p<0.001, chi-square test) further supporting the observation that enhancer regions display dynamic DNA methylation changes during granulopoiesis. Changes in gene expression correlate with DNA methylation changes There was a significant overlap between genes showing decreased methylation and genes with increased expression as well as for the reverse comparison between genes with increased methylation and decreased expression. Thus, support a general anticorrelation between DNA methylation and gene expression. Azurophilic granule proteins showed increased expression peaking in PMC and a rapid decrease toward PMN. CpG methylation levels for those genes decreased concomitantly with the peak in expression. We report cell population specific changes of DNA methylation levels. The main reduction of CpG methylation coincides with the loss of oligopotency at the transition from GMP-PMC. This suggests a role of DNA methylation in regulating cell plasticity and lineage choice. Disclosures: No relevant conflicts of interest to declare.


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