| Literature DB >> 28459064 |
Xian-Hu Zhou1,2, Wei Lin1,2, Yi-Ming Ren1,2, Shen Liu1,2, Bao-You Fan1,2, Zhi-Jian Wei1,2, Gui-Dong Shi1,2, Xin Cheng1,2, Yan Hao1,2, Shi-Qing Feng1,2.
Abstract
This study aims to find the difference of genomewide DNA methylation in Schwann cells (SCs) before and after peripheral nerve system (PNS) injury by Methylated DNA Immunoprecipitation Sequencing (MeDIP-Seq) and seek meaningful differentially methylated genes related to repairment of injured PNS. SCs harvested from sciatic nerve were named as activated Schwann cells (ASCs), and the ones harvested from brachial plexus were named as normal Schwann cells (NSCs). Genomic DNA of ASCs and NSCs were isolated and MeDIP-Seq was conducted. Differentially methylated genes and regions were discovered and analyzed by bioinformatic methods. MeDIP-Seq analysis showed methylation differences were identified between ASCs and NSCs. The distribution of differentially methylated regions (DMRs) peaks in different components of genome was mainly located in distal intergenic regions. GO and KEGG analysis of these methylated genes were also conducted. The expression patterns of hypermethylated genes (Dgcr8, Zeb2, Dixdc1, Sox2, and Shh) and hypomethylated genes (Gpr126, Birc2) detected by qRT-PCR were opposite to the MeDIP analysis data with significance (p < 0.05), which proved MeDIP analysis data were real and believable. Our data serve as a basis for understanding the injury-induced epigenetic changes in SCs and the foundation for further studies on repair of PNS injury.Entities:
Mesh:
Year: 2017 PMID: 28459064 PMCID: PMC5385226 DOI: 10.1155/2017/5393268
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Figure 1Concise experimental procedure for DNA methylation sequencing.
Figure 2(a) The shape of activated Schwann cells (ASCs) under optical microscope. (b) The shape of normal Schwann cells (NSCs) under optical microscope. Both of these SCs, long spindle cells, were arranged in fish shape and nucleus was ovoid or oblong. Scale bar: 200 um. (c) SCs were marked with S-100ß by immunofluorescence. (d) The nucleus of SCs was marked with DAPI by immunofluorescence. (e) SCs and nucleus of SCs were merged together by immunofluorescence. Both of the two kinds of SCs had positive results under fluorescence microscope. Scale bar: 100 um. (f) The growth rate of SCs was showed by optical density (OD) value of 450 nm from 1 day to 7 days through cells proliferation assay. The growth rate of ASCs was obviously higher than that of NSCs starting from 2 days.
Reads genome alignment statistics.
| Class | ASCs | NSCs | ||
|---|---|---|---|---|
| Number | % | Number | % | |
| Total reads | 16816796 | 17474976 | ||
| Total mappeda reads | 15729752 | 93.54 | 16415908 | 93.94 |
| Total HQ mapped reads | 13005381 | 82.68 | 13137926 | 80.03 |
| Promoter (≤1 kb) | 90241 | 0.69 | 84170 | 0.64 |
| Promoter (1-2 kb) | 81955 | 0.63 | 79542 | 0.61 |
| 1st exon | 20000 | 0.15 | 17909 | 0.14 |
| Other exons | 458938 | 3.53 | 430799 | 3.28 |
| 1st intron | 625989 | 4.82 | 610668 | 4.65 |
| Other introns | 2953913 | 22.72 | 2887216 | 21.99 |
| 3′ UTR | 91283 | 0.70 | 87248 | 0.66 |
| 5′ UTR | 9569 | 0.07 | 9244 | 0.07 |
| Distal intergenic regions | 8463689 | 65.10 | 8722453 | 66.43 |
| Downstream (≤3 kb) | 204583 | 1.57 | 200206 | 1.52 |
| In CpGb islands | 97569 | 0.62 | 79283 | 0.48 |
aReads were mapped by BWA database with the default parameter.
bCpG islands were downloaded from UCSC database.
ASCs: activated Schwann cells; NSCs: normal Schwann cells; HQ: high quality.
Chromosome distribution of total HQ mapped reads.
| Class | ASCs | NSCs | ||
|---|---|---|---|---|
| Number | % | Number | % | |
| Total HQ mapped reads | 13005381 | 13137926 | ||
| chr1 | 1454481 | 11.1836862 | 1543628 | 11.7494 |
| chr2 | 1074744 | 8.26384094 | 1098163 | 8.35872 |
| chr3 | 816906 | 6.28129234 | 808555 | 6.15436 |
| chr4 | 814638 | 6.2638534 | 810404 | 6.16843 |
| chr5 | 754336 | 5.80018379 | 755245 | 5.74859 |
| chr6 | 662551 | 5.09443745 | 661399 | 5.03427 |
| chr7 | 742593 | 5.70989039 | 748669 | 5.69853 |
| chr8 | 633675 | 4.87240628 | 627670 | 4.77754 |
| chr9 | 604079 | 4.64483893 | 601617 | 4.57924 |
| chr10 | 615858 | 4.73540914 | 597108 | 4.54492 |
| chr11 | 406076 | 3.12236912 | 403700 | 3.07278 |
| chr12 | 386267 | 2.97005524 | 381848 | 2.90646 |
| chr13 | 645303 | 4.96181542 | 707230 | 5.38312 |
| chr14 | 588247 | 4.52310471 | 584761 | 4.45094 |
| chr15 | 503096 | 3.86836802 | 509972 | 3.88168 |
| chr16 | 431447 | 3.31744991 | 434373 | 3.30625 |
| chr17 | 488717 | 3.7578061 | 480979 | 3.661 |
| chr18 | 431679 | 3.31923378 | 428225 | 3.25946 |
| chr19 | 363485 | 2.7948816 | 353620 | 2.6916 |
| chr20 | 372963 | 2.86775912 | 361241 | 2.7496 |
| chrX | 209019 | 1.60717322 | 231048 | 1.75863 |
| chrM | 5221 | 0.04014492 | 8471 | 0.06448 |
chr: chromosome; ASCs: activated Schwann cells; NSCs: normal Schwann cells; HQ: high quality.
Differential methylation of Schwann cells statistics.
| Class | Number | % |
|---|---|---|
| Genome regions | 11610434 | 100 |
| DMR | 176610 | 1.52113177 |
| Hypermethylated | 77799 | 44.0512995 |
| Hypomethylated | 98811 | 55.9487005 |
DMR: differentially methylated region.
Figure 3(a) The distribution of differentially methylated regions (DMRs) peaks in different components of genome. (b) The distribution of DMRs peaks in activated Schwann cells (ASCs). (c) The distribution of DMRs peaks in normal Schwann cells (NSCs).
Calculating CpG enrichment of provided short reads compared to the reference genome.
| Class | CpGs number | CpGs rel. frequency (%) | CpGs obs/exp | Enrichment rel. frequency (%) | Enrichment obs/exp |
|---|---|---|---|---|---|
| BSgenome.Rnorvegicus.UCSC | 24713205 | 0.851414595 | 0.247437644 | — | — |
| ASCs_1 | 73092752 | 2.01814666 | 0.393297098 | 2.37034539 | 1.589479639 |
| ASCs_2 | 66573452 | 1.986667228 | 0.38941539 | 2.333372296 | 1.57379202 |
| ASCs_3 | 56781764 | 2.026584608 | 0.394905638 | 2.380255893 | 1.595980428 |
| NSCs_1 | 68221902 | 1.916242372 | 0.381639103 | 2.25065718 | 1.542364761 |
| NSCs_2 | 62275625 | 1.922886765 | 0.382886143 | 2.258461126 | 1.547404574 |
| NSCs_3 | 67670669 | 1.982610575 | 0.391849804 | 2.328607692 | 1.583630515 |
rel: relative; obs: observed; exp: expected; ASCs: activated Schwann cells; NSCs: normal Schwann cells.
All statistics of calculations and plot are using MEDIPS, R package for MeDIP-Seq. BSgenome, Rnorvegicus, and UCSC were all genome databases.
Figure 4GO-enrichment analysis of biological processes (a), cellular components (b), and molecular functions (c).
Significant KEGG signaling pathways of methylated genes.
| Pathway | Gene number |
| Partial related methylated genes |
|---|---|---|---|
| Calcium signaling pathway | 136 | 0.01 | Phka2, Adcy7, Hrh2, Drd1, Grm1, Vdac1, Grm5, Pde1b, Tnnc2, Nos1, Camk4 |
| cAMP signaling pathway | 143 | 0.02 | Vav3, Drd2, Adcy10, Rhoa, Sox9, Mc2r, Gli3, Cngb3, Rras, Adcy1, Rac1 |
| cGMP-PKG signaling pathway | 126 | 0.02 | Adcy7, Irs1, Npr2, Mylk, Rhoa, Adrb1, Ins2, Adcy5, Gna12, Itpr3, Prkg1 |
| Wnt signaling pathway | 105 | 0.03 | Fzd5, Nlk, Smad4, Chd8, Plcb1, Sfrp4, Sost, Mapk8, Gsk3b, Lrp5, Rac1 |
| Rap1 signaling pathway | 150 | 0.03 | Kit, Magi1, Krit1, Plce1, Pgf, Csf1, Tln1, Cdh1, Skap1, Fgf8, Rac1, Actg1 |
| ERK signaling pathway | 62 | 0.04 | Mtor, Nck1, Erbb3, Egf, Araf, Pak7, Shc3, Plcg2, Ptk2, Tgfa, Nrg1, Kras |
| PI3-Akt signaling pathway | 209 | 0.04 | Itga4, Ccne1, Gng7, Cdc37, Tlr2, Ccnd3, Gngt1, Hgf, Syk, Fgf1, Tnr, Tnc |
| Hippo/YAP signaling pathway | 104 | 0.04 | Fzd5, Mpp5, Crb2, Gsk3b, Tead1, Ccnd1, Actb, Smad3, Dlg1, Fzd4, Bmp7 |
| MAPK signaling pathway | 172 | 0.04 | Atf2, Cd14, Rras2, Ntf3, Rap1b, Grb2, Dusp1, Stk4, Mapk3, Jun, Nf1 |
KEGG: Kyoto Encyclopedia of Genes and Genomes.
Five aspects of genes related to repairment of peripheral nerve injury.
| Biological function | Gene number | Partial related methylated genes |
|---|---|---|
| Adhesion | 580 | Sox-2, Shh, Itpkb, Pkd1, Reln, Ptk2b, Nck2, Ass1 |
| Secretion | 553 | Lphn1, Pim3, Fst, Pim3, Pcsk6, Lax1, Sct, Sytl3 |
| Proliferation | 787 | Dixdc1, Lrp6, Edn3, Nkx2, Cyr61, Src, Sox8, Stk4 |
| Neuronal regeneration | 473 | Bhlhb9, Cckar, Fzd2, Thy1, Pbx3, Otx2, Lhx8, Btg2 |
| Axonal regeneration | 215 | Ifrd1, c-Jun, Bcl2, Tnn, Mbp, Slit3, Ist1, Drgx, Thy1 |
Figure 5Validation of the differential expression of 7 mRNAs of corresponding methylated genes identified in the MeDIP in ASCs compared with NSCs by qRT-PCR. Data indicate relative expression following normalization. Values are means ± SE (p < 0.05). (a)–(e) showed that 5 mRNAs of differentially hypermethylated genes (Dgcr8, Zeb2, Dixdc1, Sox2, and Shh) were downregulated in ASCs compared with NSCs. (f)-(g) showed that 2 mRNAs of differentially hypomethylated genes (Gpr126, Birc2) were upregulated in ASCs compared with NSCs.