| Literature DB >> 28985764 |
Lei Luo1,2,3, Zhiqiu Yao1,2,3, Jing Ye1,3, Yuan Tian1,3, Chen Yang1,2,3, Xiaoxiao Gao1,2,3, Min Song1,3, Ya Liu1,2,3, Yunhai Zhang1,2,3, Yunsheng Li1,3, Xiaorong Zhang1,2,3, Fugui Fang4,5,6,7.
Abstract
BACKGROUND: There are many variables affecting the onset of puberty in animals, including genetic, nutritional, and environmental factors. Recent studies suggest that epigenetic regulation, especially DNA methylation, plays a majorrole in the regulation of puberty. However, there have been no reports on DNA methylation of the pubertal genome.Entities:
Keywords: DNA methylation; Epigenetic regulation; Methylation profiling; Puberty; RRBS
Mesh:
Substances:
Year: 2017 PMID: 28985764 PMCID: PMC5639587 DOI: 10.1186/s12958-017-0301-2
Source DB: PubMed Journal: Reprod Biol Endocrinol ISSN: 1477-7827 Impact factor: 5.211
Fig. 1The location of the hypothalamus in the brain.Representative horizontal (a) and vertical (b) images of histological section of a rat brain. The black circle indicates the position of the hypothalamus
Primers used in real-time PCR
| Gene | Forward primer, 5′-3′ | Reverse primer, 5′-3′ | Product, bp |
|---|---|---|---|
|
| ATCAGATGCCTGCCTCATCG | GTTCTGGGAGCTGAATGGCT | 115 |
|
| CAGCCCGAGCAAGAACCTTT | CGGGGATGGGCTCATTGTTA | 105 |
|
| CCCATCTATGAGGGTTACGC | TTTAATTGTCACGCACGATTTC | 150 |
Cytosine distribution
| Promoter | CGI | ||||||
|---|---|---|---|---|---|---|---|
| CG | CHG | CHH | CG | CHG | CHH | ||
| Genome | 13,714 | 34,767 | 107,908 | 2,605,360 | 2,108,472 | 4,111,032 | |
| Target region | 13,714 | 34,769 | 107,924 | 2,605,322 | 2,108,514 | 4,111,734 | |
| Prepuberty | Number | 4894 | 6472 | 14,635 | 1,359,226 | 1,133,535 | 2,062,809 |
| Rate (%) | 35.69 | 18.61 | 13.56 | 52.17 | 53.76 | 50.17 | |
| Puberty | Number | 4616 | 5898 | 13,106 | 1,338,206 | 1,115,821 | 2,027,863 |
| Rate (%) | 33.66 | 16.96 | 12.14 | 51.36 | 52.92 | 49.32 | |
Fig. 2Different methylation at C bases in the hypothalamus of prepubertal and pubertal rats. Methylation at CG, CHG, and CHH in promoter regions in (a) prepubertal samples and (b) pubertal samples, as well as in CGI in (c) prepubertal samples and (d) pubertal samples. mCG, mCHG, and mCHH represent the methylated forms of CG, CHG and CHH
Average methylation levels of C and mC
| Sample | Element | C, CG, CHG, CHH average methylation levels | mC, mCG, mCHG, mCHH average methylation levels | ||||||
|---|---|---|---|---|---|---|---|---|---|
| C | CG | CHG | CHH | mC | mCG | mCHG | mCHH | ||
| Prepuberty | Promoter | 1.530 | 2.795 | 0.667 | 1.220 | 28.037 | 19.953 | 87.879 | 91.921 |
| CGI | 3.156 | 6.462 | 0.891 | 1.906 | 27.397 | 26.916 | 10.944 | 40.440 | |
| Puberty | Promoter | 1.531 | 2.929 | 0.604 | 1.167 | 24.924 | 18.810 | 18.012 | 92.718 |
| CGI | 3.825 | 8.346 | 0.893 | 1.962 | 27.888 | 31.651 | 8.018 | 26.812 | |
Fig. 3Distribution of mC bases in the hypothalamus of prepubertal and pubertal rats. Distribution of methylation at mCG, mCHG, and mCHH in promoter regions in (a) prepubertal samples and (b) pubertal samples, as well as in CGI in (c) prepubertal samples and (d) pubertal samples. The x-axis indicates methylation level, and the y-axis shows the percentage of all mC at a certain level of methylation. mCG, mCHG, and mCHH are represented by the red, blue, and green lines, respectively
Fig. 4Heat maps showing methylation distribution and CpG density distribution. Heat maps of (a) Prepubertal and (b) pubertal samples. n refers to the number of analyzed CpGs (per-strand depth ≥ 4) within that feature. CpG density (x-axis) is defined as the number of CpG dinucleotides within the 200 bp window. Methylation level (y-axis) is defined as average methylation level of cytosines in CpGs. The thin black lines within each heat map denote the median methylation level of CpGs at the given local density. The red gradient indicates abundance of CpGs that fall into bins of given methylation levels and CpG densities. The blue bar charts above each heat map show the distribution of CpG densities, projected onto the x-axis of the heat maps. The green bar charts to the right of the heat maps show the distribution of methylation levels, projected onto the y-axis of the heat maps
Methylation regional analysis
| Chromosom | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | X | Y | M |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Numbers of DMR | 12 | 5 | 9 | 6 | 13 | 5 | 16 | 6 | 8 | 10 | 4 | 6 | 2 | 7 | 6 | 3 | 4 | 5 | 2 | 5 | 18 | 0 | 0 |
| Length of DMR | 3819 | 1953 | 2399 | 1633 | 3996 | 1343 | 4751 | 1651 | 2271 | 4019 | 1152 | 2225 | 547 | 1611 | 1672 | 931 | 1628 | 1267 | 769 | 1396 | 4279 | 0 | 0 |
Gene with Differentiation Methylated Regions across puberty
| Promoter | CGI | |
|---|---|---|
| Upregulation gene ID(Log2 Ratio) | 299,907(20), 117,261(3.369), 302,424(2.585),315,059(2.563),361,576(2.478), 287,534(2.17),310,926(1.939), | |
| 24,896(1.893), 306,761(1.893),297,604(1.728), 24,944(1.585), 116,727(1.497),116,728(1.497), 29,714(1.447), | ||
| 366,270(2.433),24,896(1.893), | 29,589(1.441), 363,256(1.396), 24,413(1.379), 288,271(1.344),25,177(1.322),308,022(1.287), | |
| 29,361(1.485),288,271(1.344), | 681,377(1.278),369,017(1.263), 280,670(1.239), 29,185(1.233), 246,299(1.182), | |
| 25,177(1.322),83,533(1.322), | 498,194(1.162), 314,694(1.158), 362,945(1.138), 64,553(1.129), 300,653(1.115), 79,219(1.112), 303,678(1.105), | |
| 314,746(1.234), 299,266(1.155) | 64,445(1.064), 313,022(1.059), 317,346(1.044), 29,616(1.034), 362,456(1.034), 84,573(1.033), 81,678(1.019), 301,056(1.016), 24,409(1), 85,251(1) | |
| Downregulation gene ID(Log2 Ratio) | 317,425(−2.17),501,559(−1.396) | 94,268(−3.7), 293,976(−2.28), 313,596(−1.632), 361,833(−1.423), 287,709(−1.415), 501,559(−1.396), 360,973(−1.363), 297,096(−1.268), 306,141(306141), 308,099(−1.23) |
Fig. 5The Gene Ontology functional analysis of prepubertal and pubertal rat hypothalamus. Gene Ontology (GO) analysis of differentially methylated genes between the hypothalamic genome of prepubertal and pubertal rats in (a) the promoter and (b) the CGI regions. The y-axes on the left represents the percentage of genes and the one on the right is the number of genes involved in different functional groups. The x-axis is the name of the functional groups within the three GO terms, cellular component, molecular function and biological process
Fig. 6Top 20 enriched pathways in the hypothalamic genome of prepubertal and pubertal rats. KEGG pathway analysis showing the top 20 enriched pathways in the (a) promoter and (b) CGI regions of differentially methylated genes from the prepubertal and pubertal rats. Rich factor relates to the ratio between the number of genes enriched in the pathway and annotated in differentially methylated regions (DMRs). Rich factor and enrichment are positively correlated. The Q value is the P value that was corrected after multiple hypothesis testing. Q value and enrichment are in a negatively correlated
Fig. 7Expression of the Itpr2 and Gnas in prepubertal and pubertal samples by quantitative PCR