| Literature DB >> 26979619 |
Bartosz Górnikiewicz1, Anna Ronowicz2, Michał Krzemiński3, Paweł Sachadyn4.
Abstract
BACKGROUND: The neonatal murine heart is able to regenerate after severe injury; this capacity however, quickly diminishes and it is lost within the first week of life. DNA methylation is an epigenetic mechanism which plays a crucial role in development and gene expression regulation. Under investigation here are the changes in DNA methylation and gene expression patterns which accompany the loss of regenerative potential.Entities:
Keywords: Heart; Methylome; Microarray profiling; Neonatal mouse; Regeneration; Transcription factors; Transcriptome
Mesh:
Year: 2016 PMID: 26979619 PMCID: PMC4791959 DOI: 10.1186/s12864-016-2545-1
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Fig. 1The numbers of differentially methylated DNA regions (DMRs) in murine neonatal hearts. a The numbers of DMRs between d1 and d7, w2 and w8. b The distribution of the DMRs’ sizes
DNA methylation changes in murine hearts following day 1 after birth and retained till adulthood
ᅟ
The locations of genomic regions showing DNA methylation changes in murine hearts between the day 1, 7, and 2 weeks after birth, and retained till adulthood in 8-week-old mice. The genes involved in heart development are marked with red font while those participating in anterior/posterior pattern specification are distinguished by grey shading
CGI CpG genomic island; the genomic coordinates listed are mapped to NCBI37/mm9 build
Fig. 2Genome distribution of differentially methylated regions along the development of murine hearts. a Genome distribution of the DMRs: proximal - +500: -100 bp from TSS, distal - +5000 : +500 bp from TSS; intragenic - associated with a CpG island located within a primary transcript; intergenic - located over 5000 bp upstream and over 500 bp downstream of any of primary transcripts in the analysis; b Probe distribution on the microarray
Fig. 3Ontology analysis of genes mapped to genomic regions differentially methylated during development of murine heart. a Ontological terms associated with the genes overrepresented among the genes mapped to the DMRs between d1 and d7 (blue), d1 and w2 (yellow), and d1 and w8 (red). Gene set enrichment analyses were performed and gene ontology annotations were found with ClueGo. The results are presented as -log(P-value). All presented p-values were lower than 0.05. The numbers of corresponding DMRs are shown in the inset. b Transcription factor binding sites enriched for the genes associated with the DMRs between d1 and d7 (blue), d1 and w2 (yellow), and d1 and w8 (red). The analysis was carried out with iRegulon. The results are presented as Normalized Enrichment Scores (NES). The numbers of genes associated with the listed terms/transcription factors are shown in parentheses
Fig. 4Key ontological categories associated with genes showing an increase in DNA methylation at d7 relative to d1 in neonatal murine hearts. The diagram was generated with ClueGO
Fig. 5Ontology analysis of genes differentially expressed during development of murine heart. a The ontological terms were revealed by gene set enrichment analysis for the genes showing at least a two-fold change in expression at d7 (blue), w2 (yellow) and w8 (red) in comparison to d1. Gene set enrichment analyses were performed and gene ontology annotations were found with ClueGo. The results are presented as -log(P-value). The numbers of differentially regulated genes are shown in the inset. b Transcription factor binding sites enriched for the differentially regulated genes between d1 and d7 (blue), d1 and w2 (yellow), and d1 and w8 (red). The analysis was carried out with iRegulon. The results are presented as Normalized Enrichment Scores (NES). The numbers of genes associated with the listed terms/transcription factors are shown in parentheses
Gene expression changes in murine hearts following d1 after birth, and retained till adulthood
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The genes which display at least a two-fold change in expression levels in murine hearts between the day 1 and 7 after birth, which is retained in 2-week-old and till adulthood in 8-week old mice. The results are presented as log2 ratios of normalized microarray signals relative to d1
Numbers and vectors of DNA methylation and gene expression changes in murine hearts after birth
| Number of DMRs and transcripts pairs | |||||
|---|---|---|---|---|---|
| Relationship | Distal | Proximal | Intragenic | Total | |
| d1-d7 | MeDIP↑ Expression↑ | 89 | 43 | 28 | 160 |
| MeDIP↑ Expression↓ | 55 | 17 | 11 | 83 | |
| MeDIP↓ Expression↑ | 6 | 6 | 6 | 18 | |
| MeDIP↓ Expression↓ | 6 | 5 | 1 | 12 | |
| d1-w2 | MeDIP↑ Expression↑ | 21 | 17 | 19 | 57 |
| MeDIP↑ Expression↓ | 14 | 21 | 9 | 44 | |
| MeDIP↓ Expression↑ | 146 | 30 | 50 | 226 | |
| MeDIP↓ Expression↓ | 27 | 119 | 44 | 190 | |
| d1-w8 | MeDIP↑ Expression↑ | 121 | 23 | 23 | 167 |
| MeDIP↑ Expression↓ | 143 | 43 | 13 | 199 | |
| MeDIP↓ Expression↑ | 245 | 311 | 118 | 674 | |
| MeDIP↓ Expression↓ | 135 | 178 | 97 | 410 | |
The summary includes the numbers of DMRs paired with corresponding transcripts changing their expression levels by at least a 1.5-fold. The relationships are visualized in Figs. 6, 7, 8
MeDIP↑/MeDIP↓ - DNA methylation gain/loss
Expression↑/Expression↓ - increase/decrease
Fig. 6DNA methylation and gene expression changes in neonatal murine hearts between d1 and d7. a The number of genes associated with the DMRs between d1 and d7 and those showing at least a 1.5-fold change in expression between these time-points (b) Dot plot representation (c) and representative examples of genes changing the expression and DNA methylation status between d1 and d7. The numbers of dots representing the genes are listed in Table 3. The complete lists of genes are included in Additional file 1: F1
Fig. 7DNA methylation and gene expression changes in murine hearts between the d1 and 2 weeks. a The number of genes associated with the DMRs between d1 and w2 and those showing at least a 1.5-fold change in expression between these time-points (b) Dot plot representation (c) and representative examples of genes changing the expression and DNA methylation status between d1 and w2. The numbers of dots representing the genes are listed in Table 3. The complete lists of genes are included in Additional file 1: F1
Fig. 8DNA methylation and gene expression changes in murine hearts between d1 newborns and adults. a The number of genes associated with the DMRs between d1 and w8 and those showing at least a 1.5-fold change in expression between these time-points (b) Dot plot representation (c) and representative examples of genes changing the expression and DNA methylation status between d1 and w8. The numbers of dots representing the genes are listed in Table 3. The complete lists of genes are included in Additional file 1: F1
Significant functional terms found for the genes displaying an increase in DNA methylation and expression at d7 relative to d1 in neonatal murine hearts
| GOID | GOTerm |
| Associated Genes Found |
|---|---|---|---|
| GO:0098742 | cell-cell adhesion via plasma-membrane adhesion molecules | 8.09E-04 |
|
| GO:0048705 | skeletal system morphogenesis | 1.43E-03 |
|
| GO:0009952 | anterior/posterior pattern specification | 5.37E-03 |
|
| GO:0031032 | actomyosin structure organization | 1.01E-02 |
|
| GO:0048771 | tissue remodelling | 1.68E-02 |
|
| GO:0055002 | striated muscle cell development | 3.74E-02 |
|
| GO:0045064 | T-helper 2 cell differentiation | 8.02E-03 |
|
| GO:0005520 | insulin-like growth factor binding | 3.24E-02 |
|
As revealed by ClueGo gene ontology analysis, a group of 215 genes showing a gain in DNA methylation and a minimum 1.5-fold increase in expression level was significantly enriched in developmental genes. Remarkable genes reported to participate in heart functions a development are distinguished by bold font. (The 215 genes are are listed in Additional file 1: F1 quadrant of Fig. 8)
Fig. 9qPCR validation of microarray results for remarkable genes showing significant changes in DNA methylation and transcript levels between d1 and d7 in neonatal murine hearts. The left panels show DNA methylation and gene expression microarray results represented by red bars and black markers, respectively; DNA methylation is expressed as MeDIP enrichment and gene expression levels as normalized microarray signals. The black markers preceding that indicating the neonatal d1 represent gene expression levels in embryonic hearts E16, E18, E19, E20. The middle panels present CpG methylation estimated with Methylation Dependent Restriction Digestion followed by quantitative PCR (MDRE-qPCR) where the DNA methylation levels correspond to the amounts of DNA undigested by CpG methylation dependent McrBC enzyme (1-(McrBC/Input). The right panels demonstrate transcript levels determined with qPCR as the ratios to the reference transcript of the Tbp gene (TATA binding protein gene). The microarray results were determined for pooled samples of 3 mice. The qPCR results represent average values obtained for three individuals for each developmental time-point. The statistical significance has been determined with two-tailed heteroscedastic Student’s t-test. The complete results of qPCR validation are collected in Additional file 2: F2