5 Gene expression analysis and DNA methylation patterns of porcine somatic cell nuclear transfer blastocysts with high and low incidence of apoptosis

2019 ◽  
Vol 31 (1) ◽  
pp. 128
Author(s):  
L. Moley ◽  
R. Jones ◽  
R. Kaundal ◽  
A. Thomas ◽  
A. Benninghoff ◽  
...  

Somatic cell NT (SCNT) efficiency remains poor, preventing the technology from being regularly used in the agricultural industry. It is believed that faulty epigenetic reprogramming of SCNT embryos leads to the low overall success. A clear apoptotic signature is associated with inappropriate gene expression and epigenomic aberrancies in many experimental cell culture systems, and we hypothesised that an apoptosis biomarker could be used to effectively separate properly reprogrammed porcine SCNT embryos from those that are destined to fail due to incomplete reprogramming. Therefore, our objective was to evaluate global gene expression and DNA methylation patterns in high- and low-apoptosis individual embryos in an effort to characterise the extent of genomic reprogramming that had taken place. Porcine SCNT blastocysts on Day 6 of development were stained with a nontoxic, noninvasive caspase activity reporter, and the top and bottom 20% of detected caspase activity were classified as high and low apoptosis, respectively (3 replicate cloning sessions; n=13 embryos per group). Genomic DNA and total RNA were isolated from each individual blastocyst. The RNA sequencing libraries were prepared using the Ovation SoLo RNA-Seq system (NuGen, San Carlos, CA, USA). Reduced representation bisulfite sequencing libraries were prepared for DNA methylation analysis using a modification of the single-cell reduced representation bisulfite sequencing global DNA methylation analysis approach detailed by Guo et al. (2015 Nat. Protoc. 10, 645-59). The RNA sequencing analysis using EdgeR (https://bioconductor.org/packages/release/bioc/html/edgeR.html) revealed 175 total differentially expressed genes (fold change ≥1.5; false discovery rate ≤0.05) between the high- and low-apoptosis SCNT embryos. This list of differentially expressed genes was used to perform enrichment analysis to identify overrepresented Gene Ontology (GO) terms or Kyoto Encyclopedia of Genes and Genomes pathways (DAVID Ease version 6.8 (https://david.ncifcrf.gov/) against the Sus scrofa background genome). However, no significantly enriched GO terms or pathways were identified (false discovery rate P>0.05). Analysis of global DNA methylation patterns between high- and low-apoptosis SCNT embryos using MethylKit (Akalin et al. 2012Genome Biol. 13, R87) revealed 335 differentially methylated 100-bp regions with at least 25% difference in methylation (adjusted P ≤ 0.01). Gene transcription start sites associated with these regions were used for enrichment analysis; again, no significant enrichment of GO terms or Kyoto Encyclopedia of Genes and Genomes pathways was identified. Principal component analysis of CpG methylation showed the low-apoptosis embryos clustering more tightly than the high-apoptosis embryos, which were highly scattered. Ongoing comparisons of high- and low-apoptosis cloned embryos with naturally fertilized embryos produced invivo may provide more information about which embryos were properly reprogrammed. Although we are still pursuing a link between reprogramming and gene expression in high- and low-apoptosis embryos, we conclude that these data support a model of stochastic epigenetic reprogramming following SCNT and reinforce the necessity of identifying embryos most likely to be successful due to proper epigenetic reprogramming in order to increase SCNT efficiency.

Genome ◽  
2021 ◽  
Author(s):  
Kai Wang ◽  
Pingxian Wu ◽  
Shujie Wang ◽  
Xiang Ji ◽  
Dong Chen ◽  
...  

The Chinese Qingyu pig is a typical domestic fatty pig breed and an invaluable indigenous genetic resource in China. Compared with Landrace pig, Qingyu pig has unique meat characteristics, including muscle development, intramuscular fat, and other meat quality traits. At present, few studies have explored the epigenetic difference due to DNA methylation between Qingyu pig and Landrace pig. In this study, 30 Qingyu pigs and 31 Landrace pig were subjected to reduced representation bisulfite sequencing (RRBS). A genome wide differential DNA methylation analysis was conducted. Six genomic regions, including regions on sus scrofa chromosome (SSC) 1: 266.09-274.23Mb, SSC5:0.88-10.68Mb, SSC8:41.23-48.51Mb, SSC12:45.43-54.38Mb, SSC13:202.15-207.95Mb, and SSC14:126.43-139.85Mb, were regarded as key regions that may be associated with phenotypic differences between Qingyu pig and Landrace pig. Furthermore, according to the further analysis, 5 differential methylated genes (ADCY1, FUBP3, GRIN2B, KIT, and PIK3R6) were deemed as key candidate genes that might be associated with meat characteristics. Our findings provide new insights into the difference of DNA methylation between Qingyu pig and Landrace pig. The results enrich the epigenetic research of Chinese Qingyu pigs.


Genes ◽  
2020 ◽  
Vol 11 (8) ◽  
pp. 850
Author(s):  
Marcello Del Corvo ◽  
Silvia Bongiorni ◽  
Bruno Stefanon ◽  
Sandy Sgorlon ◽  
Alessio Valentini ◽  
...  

Dairy cattle health, wellbeing and productivity are deeply affected by stress. Its influence on metabolism and immune response is well known, but the underlying epigenetic mechanisms require further investigation. In this study, we compared DNA methylation and gene expression signatures between two dairy cattle populations falling in the high- and low-variant tails of the distribution of milk cortisol concentration (MC), a neuroendocrine marker of stress in dairy cows. Reduced Representation Bisulfite Sequencing was used to obtain a methylation map from blood samples of these animals. The high and low groups exhibited similar amounts of methylated CpGs, while we found differences among non-CpG sites. Significant methylation changes were detected in 248 genes. We also identified significant fold differences in the expression of 324 genes. KEGG and Gene Ontology (GO) analysis showed that genes of both groups act together in several pathways, such as nervous system activity, immune regulatory functions and glucocorticoid metabolism. These preliminary results suggest that, in livestock, cortisol secretion could act as a trigger for epigenetic regulation and that peripheral changes in methylation can provide an insight into central nervous system functions.


2019 ◽  
Vol 6 (1) ◽  
Author(s):  
Hannu Mäkinen ◽  
Heidi M. Viitaniemi ◽  
Marcel E. Visser ◽  
Irene Verhagen ◽  
Kees van Oers ◽  
...  

2020 ◽  
Vol 29 (7) ◽  
pp. 1154-1167 ◽  
Author(s):  
Silke Szymczak ◽  
Janina Dose ◽  
Guillermo G Torres ◽  
Femke-Anouska Heinsen ◽  
Geetha Venkatesh ◽  
...  

Abstract Human longevity is a complex trait influenced by both genetic and environmental factors, whose interaction is mediated by epigenetic mechanisms like DNA methylation. Here, we generated genome-wide whole-blood methylome data from 267 individuals, of which 71 were long-lived (90–104 years), by applying reduced representation bisulfite sequencing. We followed a stringent two-stage analysis procedure using discovery and replication samples to detect differentially methylated sites (DMSs) between young and long-lived study participants. Additionally, we performed a DNA methylation quantitative trait loci analysis to identify DMSs that underlie the longevity phenotype. We combined the DMSs results with gene expression data as an indicator of functional relevance. This approach yielded 21 new candidate genes, the majority of which are involved in neurophysiological processes or cancer. Notably, two candidates (PVRL2, ERCC1) are located on chromosome 19q, in close proximity to the well-known longevity- and Alzheimer’s disease-associated loci APOE and TOMM40. We propose this region as a longevity hub, operating on both a genetic (APOE, TOMM40) and an epigenetic (PVRL2, ERCC1) level. We hypothesize that the heritable methylation and associated gene expression changes reported here are overall advantageous for the LLI and may prevent/postpone age-related diseases and facilitate survival into very old age.


2018 ◽  
Vol 100 ◽  
Author(s):  
Najyah A. Garoot ◽  
Byung Guk Kim

AbstractPrevious studies have generated controversial findings regarding the correlation between DNA methylation in the human genome and gene expression. Some reports have indicated that promoter methylation is negatively correlated with gene expression levels; however, in some cases, a poor or positive correlation was reported. Most previous findings were based on general trends observed with whole-genome data analysis. Here, we present a novel chromosome-specific statistical analysis design of empirical Bayes differential tests for five phases of erythroid development. To better understand the common methylation patterns of differentially methylated regions (DMRs) during specific stages, we defined differential phases for each CpG locus, based on a maximum log2 fold change. Analyzing hypermethylated and hypomethylated CpG loci separately showed variations in methylation patterns during erythropoiesis in the gene body, promoter and enhancer regions. Hypomethylated DMRs showed stronger associations with erythroid-specific enhancers at the differentiation start phase and with exons in the intermediate phase. To investigate the hypomethylated DMRs further, transcription factor binding site-enrichment analysis was conducted. This analysis highlighted novel transcription factors during each differentiation stage that were not detected by previous differential methylation data analysis. In contrast, hypermethylated DMRs showed a consistent methylation pattern over the different genomic regions. Thus, a closer examination of DNA methylation patterns in a single chromosome during each developmental stage can contribute to verify the association nature between gene expression and DNA methylation.


Stroke ◽  
2015 ◽  
Vol 46 (suppl_1) ◽  
Author(s):  
Elina Nikkola ◽  
Arthur Ko ◽  
Mark J Connolly ◽  
Yinn Cher Ooi ◽  
Päivi Pajukanta ◽  
...  

Background: Remote ischemic conditioning (RIC) is a phenomenon by which brief periods of sublethal ischemia in one tissue confers protection from ischemia to distant tissues. We hypothesize that RIC triggers a cascade of integrated gene expression and methylation changes, leading to neuroprotection in subarachnoidal hemorrhage (SAH) patients. Our goal was to identify and compare changes in DNA methylation and gene expression profiles before and after RIC. Methods: Patients enrolled in a clinical trial of RIC after SAH, receiving RIC by limb cuff transient ischemia sessions. Fourteen SAH patients (64% female, mean age 51) underwent 3-4 RIC sessions and gave a blood sample before and after RIC, seven days apart. The transcriptome analysis of whole blood was performed using paired-end, 100-bp RNA-sequencing. We employed STAR and HTSeq to align and count reads; EdgeR to normalize the counts and detect differential expression (DE); and David to search for functional categories of the DE genes. Genome-wide DNA methylation profiles were assessed using reduced representation bisulfite sequencing (RRBS); Bismark with Bowtie to align the RRBS data, and the differential methylation analysis package (DMAP) to call the methylation status of CpG sites. Bedtools was used to overlap the DE genes with differentially methylated regions. Results: Of the 12,411 genes passing QC, 168 genes were differentially expressed after RIC (FDR<0.05). These genes were enriched for pathways involving mitosis and nuclear division (P50% after RIC in at least one individual. Of the 8,069 sites, 723 were differentially methylated (Bonferroni P<0.05). Our overlap analysis showed that 88 of the significantly altered methylation sites resided in 39 DE genes, including CEACAM8 and CRISP3, both implicated previously for stroke. Conclusions: Our data suggest that RIC alters expression of a specific set of genes involved in stroke via changes in regional DNA methylation. Further studies are warranted to replicate these pilot results.


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