| Literature DB >> 21559447 |
Noriko Sato1, Naomi Yamakawa, Moe Masuda, Katsuko Sudo, Izuho Hatada, Masaaki Muramatsu.
Abstract
BACKGROUND: Environmental challenges during development affect the fetal epigenome, but the period(s) vulnerable to epigenetic dysregulation is(are) not clear. By employing a soy phytoestrogen, genistein, that is known to alter the epigenetic states of the A(vy) allele during embryogenesis, we have explored the sensitive period for epigenetic regulation. The post-implantation period, when de novo DNA methylation actively proceeds, is amenable to in vitro analysis using a mouse embryonic stem (ES) cell differentiation system. METHODS ANDEntities:
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Year: 2011 PMID: 21559447 PMCID: PMC3084807 DOI: 10.1371/journal.pone.0019278
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Scatter plot of the log2 (HpaIIr/McrBCr) values of control and genistein-treated samples for individual probes.
The total number of probes used in the MspI fragment-based DNA methylation typing assay is 127,857. The log2 (HpaIIr/McrBCr) values for the individual probes of dimethyl sulfoxide-treated (control) and genistein-treated samples were plotted. There was little variability in the log2 (HpaIIr/McrBCr) values of the same probe between the two samples. The regression line is purple; the cyan and yellow lines denote 2 and 3 standard deviations, respectively, of the horizontal distance from the regression line.
Details of the relative positions of detected GEN-mediated DMRs.
| Regions with decreased methylation levels after GEN exposure | Regions with increased methylation levels after GEN exposure | |
| More than 200 bp upstream of nearest TSS | 15 | 6 |
| Less than 200 bp upstream of nearest TSS | 32 | 19 |
| In gene-body regions | 47 (16) | 28 (7) |
| In intergenic regions | 1 | 1 |
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GEN, genistein; DMR, differentially methylated region; TSS, transcription start site;
*number of DMRs located in exon 1.
Methylation levels of 32 DMRs in promoters that decreased following GEN exposure.
| Position | Gene(s) | Control | GEN | DM/T | Class | Ref. |
| chr4:134392301–134392772 | Runx3 | 2.01±0.58 | 0.28±0.07 | 4/4 | LCP | M |
| chr18:24132054–24132434 | Zfp35 | 1.78±0.33 | −0.01±0.35 | 3/3 | ICP | ND |
| chr12:84958869–84959299 | Acot5 | 1.17±0.40 | −0.01±0.39 | 3/4 | HCP | ND |
| chr18:78758937–78759113 | Slc14a2 | 0.70±0.76 | −1.19±0.02 | 2/2 | LCP | ND |
| chr14:53641194–53641417 | Acin1-1700123O20Rik | 0.38±0.18 | −3.36±0.03 | 2/2 | HCP | U |
| chr10:80787136–80787377 | Dohh | 0.35±0.54 | −1.29±0.37 | 2/2 | HCP | ND |
| chr15:41619452–41619822 | Oxr1 | 0.19±0.13 | −1.66±1.37 | 2/3 | HCP | U |
| chr1:36218070–36218359 | Neurl3 | 0.01±0.66 | −1.45±0.74 | 2/3 | LCP | ND |
| chr4:132534712–132535246 | Sytl1 | −0.03±0.48 | −1.13±0.44 | 4/5 | LCP | I |
| chr12:45080426–45080612 | Dnajb9 | −0.11±0.25 | −2.82±0.70 | 2/2 | HCP | U |
| chr1:12703475–12703685 | Sulf1 | −0.16±0.54 | −3.19±0.53 | 2/2 | LCP | U |
| chr17:31895678–31896022 | Notch3 | −0.18±0.13 | −2.04±0.05 | 3/3 | HCP | I |
| chr18:38727246–38727472 | Spry4-9630014M24Rik | −0.20±0.54 | −1.75±0.05 | 2/2 | HCP | U |
| chr13:74674934–74675272 | Exoc3 | −0.26±0.56 | −1.53±0.81 | 3/3 | HCP | ND |
| chr15:84059440–84059681 | Parvb | −0.33±0.42 | −2.38±0.22 | 2/2 | HCP | U |
| chr9:122799448–122799842 | Kif15-1110059G10Rik | −0.34±0.17 | −1.96±0.65 | 3/4 | HCP | U |
| chr14:101869393–101869657 | Kctd12 | −0.34±0.63 | −2.04±0.71 | 2/2 | HCP | U |
| chr4:133976469–133976747 | Man1c1 | −0.41±0.14 | −1.86±0.62 | 2/2 | HCP | U |
| chr14:55525969–55526381 | Cenpj | −0.48±0.13 | −1.85±0.51 | 3/3 | HCP | U |
| chr19:6235862–6236239 | Ppp2r5b | −0.50±0.31 | −2.56±0.37 | 3/3 | HCP | I |
| chr16:43809152–43809407 | 2610015P09Rik-Qtrtd1 | −0.56±0.28 | −2.36±0.11 | 2/2 | ICP | U |
| chr4:61988560–61988857 | Hdhd3 | −1.03±0.11 | −2.06±0.78 | 2/3 | HCP | U |
| chr9:123566265–123566427 | Lztfl1 | −1.08±0.04 | −2.54±0.08 | 2/2 | HCP | U |
| chr5:139738113–139738428 | Zfand2a | −1.15±0.93 | −2.50±1.03 | 2/2 | HCP | U |
| chr7:138778679–138778997 | Jakmip3 | −1.34±0.14 | −2.75±0.31 | 3/3 | HCP | U |
| chrX:142800291–142800547 | Lrch2 | −1.61±0.22 | −3.23±0.40 | 2/2 | HCP | U |
| chr6:87777440–87777770 | Rab43 | −1.69±0.97 | −2.91±1.33 | 2/3 | HCP | I |
| chr8:86180062–86,180,386 | Ucp1 | −1.78±0.66 | −3.05±0.47 | 3/3 | ICP | I |
| chr1:60042576–60042951 | Carf-Wdr12 | −1.89±0.74 | −2.96±0.43 | 2/3 | HCP | U |
| chr11:116347916–116348201 | Sphk1 | −2.63±0.39 | −3.80±0.63 | 2/3 | HCP | U |
| chr4:135557672–135558059 | Zfp46 | −2.72±0.23 | −3.65±0.55 | 2/3 | ICP | U |
| chr9:65857792–65858101 | Ppib | −2.90±0.95 | −4.16±1.23 | 3/3 | HCP | ND |
GEN, genistein; DMR, differentially methylated region.
Position: GEN-mediated DMRs were identified by MspI fragment-based DNA methylation typing; these DMRs contain more than two consecutive probes with log2 (HpaIIr/McrBCr) values unidirectionally different between the control and GEN-treated samples; the difference is greater than mean ± 3SD (Figure S6). Positions of each DMR in the mouse genome assembly, February 2006, NCBI36/mm8, are shown.
Gene(s): the names of the gene(s) adjacent to the DMR are given. In some cases, a DMR contained two distinct, bi-directional promoters.
Control and GEN: the mean and standard deviation of the log2 (HpaIIr/McrBCr) values for all probes within the DMR. Data were sorted from high to low for the Control log2 (HpaIIr/McrBCr) data.
DM/T: the ratio of the number of differentially methylated (DM) probes (the difference is greater than mean ± 3SD) to the total (T) number of probes within a DMR.
Class: promoter classification based on the CpG density. High CpG-density promoters (HCPs) contain at least one 500-bp region with GC content >0.55 and have a ratio of observed to expected CpGs >0.6. Low CpG-density promoters (LCPs) lack the 500-bp GC-rich interval and the ratio of observed to expected CpGs is >0.4. Intermediate CpG-density promoters (ICPs) have characteristics between HCPs and LCPs.
Ref.: the methylation levels of the various types of tissues of the corresponding region in human genome. Methylation levels of Methylated (M), Intermediately methylated (I), and Unmethylated (U) derive from the Ensembl genome-wide DNA methylation resource (E-TABM-445). ND denotes a lack of available information about the methylation level of the human counterpart.
*This DMR integrated two proximate probes that were similarly hypomethylated following GEN treatment; one probe resided in the MspI interval of chr14:101869393–101869526, and the other was in chr14:101869523–101869657.
Methylation levels of 16 DMRs in first exons that decreased following GEN exposure.
| Position | Gene(s) | Control | GEN | DM/T | Class | Ref. |
| chr10:77446495–77446745 | Aire | 1.10±0.13 | −1.09±0.27 | 2/2 | HCP | I |
| chr2:152723597–152723825 | Xkr7 | −0.30±0.17 | −2.35±0.37 | 2/2 | HCP | U |
| chr16:85691690–85692049 | Adamts1 | −0.39±0.32 | −1.76±0.49 | 3/4 | HCP | U |
| chr4:138346306–138346788 | Htr6 | −0.40±0.36 | −1.54±0.24 | 3/4 | HCP | I |
| chr7:127166953–127167145 | Zfp747 | −0.47±0.33 | −2.34±0.01 | 2/2 | HCP | U |
| chr5:123655740–123655973 | Mlxip | −0.56±0.11 | −2.23±0.64 | 2/2 | HCP | U |
| chr6:115818559–115819049 | Mbd4 | −0.71±0.36 | −2.06±0.73 | 4/5 | HCP | U |
| chr19:46185243–46185579 | Elovl3 | −0.73±0.33 | −2.23±0.25 | 3/3 | ICP | U |
| chr18:59300968–59301135 | Chsy3 | −1.01±0.08 | −2.80±0.04 | 2/2 | HCP | U |
| chr14:54635513–54635699 | Tinf2 | −1.12±0.20 | −2.95±0.53 | 2/2 | HCP | U |
| chr18:86847315–86847672 | Cbln2 | −1.26±0.49 | −3.04±0.62 | 2/2 | HCP | U |
| chr2:148098766–148098943 | Thbd | −1.34±0.07 | −2.63±0.01 | 2/2 | HCP | U |
| chr6:120330010–120330251 | Kdm5a | −1.34±0.42 | −2.83±0.68 | 2/2 | HCP | U |
| chr7:24007929–24008187 | Zfp61 | −1.35±0.18 | −2.89±0.89 | 2/2 | HCP | ND |
| chr16:32339489–32339720 | Tctex1d2 | −1.48±0.59 | −3.18±0.65 | 2/2 | HCP | U |
| chr5:75357283–75357527 | Gsx2 | −1.96±0.06 | −3.68±0.20 | 2/2 | HCP | U |
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**This DMR integrated two proximate probes that were similarly hypomethylated following GEN treatment; one probe resided in the MspI interval of chr5:75357283–75357391, and the other probe resided in chr5:75357388–75357527.
Methylation levels of 19 DMRs in promoters that increased following GEN exposure.
| Position | Gene(s) | Control | GEN | DM/T | Class | Ref. |
| chr13:114784255–114784514 | Hspb3 | −0.20±0.11 | 1.40±0.41 | 2/2 | ICP | I |
| chr7:37276642–37276850 | Zfp536 | −0.27±0.29 | 0.94±0.31 | 2/2 | HCP | U |
| chr11:95658180–95658391 | Abi3-Gngt2 | −0.42±0.07 | 1.16±0.13 | 2/2 | LCP | M |
| chr15:74548037–74548493 | 4930572J05Rik | −0.99±0.33 | 0.04±0.40 | 2/4 | HCP | U |
| chr14:119410569–119410820 | Mbnl2 | −1.62±0.55 | −0.09±0.02 | 2/2 | ICP | U |
| chr9:106679759–106679960 | Vprbp | −1.69±0.28 | −0.43±0.09 | 2/2 | HCP | U |
| chr5:114705063–114705316 | Mmab-Mvk | −1.82±0.01 | −0.29±0.09 | 2/2 | HCP | U |
| chr16:92355095–92355340 | Rcan1 | −1.83±0.30 | 0.02±0.08 | 2/2 | HCP | U |
| chr17:34172243–34172480 | Notch4 | −1.83±0.57 | −0.20±0.46 | 2/2 | LCP | ND |
| chr3:5559307–5559483 | Pxmp3 | −2.00±0.25 | −0.53±0.07 | 2/2 | HCP | U |
| chr7:28088184–28088486 | Zfp36 | −2.12±0.84 | −0.35±0.30 | 2/3 | HCP | U |
| chr3:36743554–36744043 | Exosc9 | −2.14±0.89 | −1.03±0.75 | 4/5 | HCP | ND |
| chr2:168281700–168281915 | Nfatc2 | −2.24±0.50 | −0.61±0.47 | 2/2 | HCP | U |
| chr2:119238582–119238990 | Exd1-1500003O03Rik | −2.37±0.32 | −0.81±0.29 | 2/2 | HCP | U |
| chr19:8837816–8838035 | Tmem223-Nxf1 | −2.39±0.52 | 0.31±0.16 | 2/2 | HCP | U |
| chr7:99357657–99357927 | Rps3 | −2.58±0.81 | −0.93±0.23 | 2/3 | HCP | U |
| chr1:45870162–45870424 | Slc40a1 | −2.68±0.17 | −1.22±0.43 | 2/2 | ICP | U |
| chr11:99961777–99962052 | Krt19 | −3.50±0.59 | −1.33±0.33 | 2/2 | HCP | U |
| chr8:46831926–46832115 | Cyp4v3 | −3.55±0.47 | −1.41±0.49 | 2/2 | HCP | U |
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Methylation levels of 7 DMRs in first exons that increased following GEN exposure.
| Position | Gene(s) | Control | GEN | DM/T | Class | Ref. |
| chr14:54742660–54742881 | Ripk3 | −1.58±0.14 | −0.19±0.16 | 2/2 | ICP | I |
| chr2:156412702–156413107 | Dlgap4 | −2.05±0.60 | −0.95±0.17 | 2/4 | HCP | I |
| chr14:43910711–43910948 | Ptger2 | −2.21±0.37 | −0.84±0.36 | 2/2 | HCP | U |
| chr5:45957763–45957961 | 1600023N17Rik | −2.23±0.22 | −0.61±0.13 | 2/2 | HCP | U |
| chr10:80105916–80106136 | 9030607L17Rik | −2.75±1.07 | −0.78±0.54 | 2/2 | HCP | U |
| chr7:25336561–25336903 | B3GNT8 | −2.82±0.29 | −1.07±1.42 | 2/2 | ICP | M |
| chr5:137970985–137971285 | 6430598A04Rik | −3.03±0.53 | −1.26±0.39 | 3/3 | HCP | I |
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Figure 2Methylation levels of the Ucp1 promoter decreased following genistein (GEN) treatment.
A: The genomic location and other features of the mouse Ucp1 promoter are shown. The sequence identifier containing the Ucp1 promoter region covers chr8: 86179166–86180966 (NCBI36/mm8 assembly), including a single nucleotide polymorphism, rs8257105, that is A/A in 129 and G/G in C57BL/6. In embryonic stem cell lines CCE and E14Tg2a with rs8257107 (A/A), the CpG and MspI recognition sequences are lost. The MspI fragment at chr8: 86180062–86180386 (from −404 to −83 relative to TSS) was identified as a GEN-mediated differentially methylated region (DMR) by MspI fragment-based DNA methylation typing. There are three NimbleGen probes (orange rectangles) in the DMR; the region from −285 to +180 (magenta rectangle) was analyzed by bisulfite sequencing. B: The means and standard deviations for the log2 (HpaIIr/McrBCr) values of the three probes within the DMR (−404 to −83) are shown; the values from the GEN-treated samples (−3.05±0.47) were significantly lower than in the control samples (−1.78±0.66; p<0.0079, Student's t test). C and D: Bisulfite sequencing of CpGs was carried out for day 10 differentiation samples from CCE and E14Tg2a embryonic stem cell lines to compare methylation levels between control cells and cells treated with 5 µM GEN. Black and white circles indicate methylated and unmethylated CpGs, respectively.
Figure 3Developmental dynamics of Ucp1 methylation and the influence of genistein (GEN).
Methylation levels were analyzed by bisulfite sequencing. The black inlay is the mean methylation level of each CpG, and the left panel contains the number of sequenced clones and the mean methylation level of all CpGs. A: The methylation levels of the Ucp1 promoter dynamically changed during embryonic stem (ES) cell differentiation. In undifferentiated (day 0) ES cells, most CpGs in the Ucp1 promoter were unmethylated. Although the methylation levels increased by day 4, there was no significant difference between methylation levels in control (24.7%) and GEN-treated samples (27.3%; p<0.43, Fisher's exact test). On day 10, the methylation level of the Ucp1 promoter in GEN-treated cells (14.7%) was significantly lower than in control cells (20.7%; p<0.0192), and the overall methylation levels were decreased on day 10 compared with day 4. B: The methylation levels of the Ucp1 promoter in early embryos are shown. As the embryo developed, the methylation level declined between E6.75 and E10.
Figure 4The methylation levels of the Sytl1 promoter decreased following genistein (GEN) treatment.
A: The genomic location and other features of the mouse Sytl1 promoter are shown. The sequence identifier containing the Sytl1 promoter covers chr4: 132534642–132536442 (NCBI36/mm8 assembly). MspI fragment-based DNA methylation typing identified the MspI fragment at chr4: 132534712–132535246 (−81 to +451 relative to TSS) as a GEN-mediated differentially methylated region (DMR). The simple repeat (GAG)n is found in the region (from −51 to −24). Five probes reside in the DMR (orange rectangles); the region from −221 to +220 (magenta rectangle) was analyzed with bisulfite sequencing. B: The mean and standard deviations for the log2 (HpaIIr/McrBCr) values of the five probes within the DMR (−81 to +451) are shown; the value in the sample treated with 5 µM GEN (−1.13±0.44) was lower than that in the control sample (−0.03±0.48; p<0.027, Student's t test). C: Bisulfite sequencing of CpGs was carried out for day 0, day 4, and day 10 of embryonic stem cell differentiation samples to monitor the effect of GEN treatment.