| Literature DB >> 35454993 |
Oliver Kaut1, Ina Schmitt1, Fabian Stahl2, Holger Fröhlich3, Per Hoffmann4,5, Frank J Gonzalez6, Ullrich Wüllner1,2.
Abstract
BACKGROUND: Epigenetic factors including DNA methylation contribute to specific patterns of gene expression. Gene-environment interactions can change the methylation status in the brain, and accumulation of these epigenetic changes over a lifespan may be co-responsible for a neurodegenerative disease like Parkinson's disease, which that is characterised by a late onset in life. AIMS: To determine epigenetic modifications in the brains of Parkinson's disease patients. PATIENTS AND METHODS: DNA methylation patterns were compared in the cortex tissue of 14 male PD patients and 10 male healthy individuals using the Illumina Methylation 450 K chip. Subsequently, DNA methylation of candidate genes was evaluated using bisulphite pyrosequencing, and DNA methylation of cytochrome P450 2E1 (CYP2E1) was characterized in DNA from blood mononuclear cells (259 PD patients and 182 healthy controls) and skin fibroblasts (10 PD patients and 5 healthy controls). Protein levels of CYP2E1 were analysed using Western blot in human cortex and knock-out mice brain samples.Entities:
Keywords: DNA methylation; Parkinson’s disease; cortex; epigenetics
Year: 2022 PMID: 35454993 PMCID: PMC9025601 DOI: 10.3390/life12040502
Source DB: PubMed Journal: Life (Basel) ISSN: 2075-1729
Differentially methylated genes and CpGs in human cortex comparing PD-affected cases with healthy individuals.
| Rank 1 | Target ID 2 | Gene 3 | Chr. 4 | Control 4 | PD | Difference 5 | Adjusted | |
|---|---|---|---|---|---|---|---|---|
|
| ||||||||
| 1 | cg26077133 | MSRA | 8 | 1.375 | −0.5731 | −1.9481 | 0.0028 | 0.6990 |
| 2 | cg21388339 | TP73 | 1 | 1.4532 | −0.4532 | −1.9064 | 0.0006 | 0.6547 |
| 3 | cg00424152 | B3GNT7 | 2 | 1.9356 | 0.196 | −1.7396 | 0.0046 | 0.7104 |
| 4 | cg13573375 | PIAS4 | 19 | 1.3363 | −0.2018 | −1.5381 | 0.0038 | 0.7041 |
| 5 | cg13732083 | C21orf56 | 21 | −0.3452 | −1.7818 | −1.4366 | 0.0066 | 0.7352 |
| 6 | cg25708755 | PTPRN2 | 7 | 3.8666 | 2.4326 | −1.434 | 0.0002 | 0.6339 |
| 7 | cg05896524 | C21orf56 | 21 | 0.2687 | −1.0967 | −1.3654 | 0.0086 | 0.7445 |
| 8 | cg10296238 | C21orf56 | 21 | 1.6757 | 0.375 | −1.3007 | 0.0036 | 0.7028 |
| 9 | cg02898977 | TM9SF1 | 14 | 3.5181 | 2.2475 | −1.2706 | 0.0009 | 0.6608 |
| 10 | cg11445109 | CYP2E1 | 10 | −1.633 | −2.8688 | −1.2358 | 0.0042 | 0.7086 |
| 11 | cg04563766 | PRKACG | 9 | 1.6484 | 0.4168 | −1.2316 | 0.0033 | 0.7028 |
| 12 | cg23400446 | CYP2E1 | 10 | −0.7482 | −1.978 | −1.2298 | 0.0059 | 0.7226 |
| 13 | cg09672255 | ZNF879 | 5 | 1.9644 | 0.7365 | −1.2279 | 0.0056 | 0.7162 |
| 14 | cg17763566 | HLA-DPB2 | 6 | 2.9618 | 1.7579 | −1.2039 | 0.0013 | 0.6766 |
| 15 | cg25545878 | C21orf56 | 21 | 0.3828 | −0.8175 | −1.2003 | 0.0046 | 0.7105 |
| 16 | cg19299952 | MOBKL2A | 19 | 4.3039 | 3.1272 | −1.1767 | 0.0081 | 0.7393 |
| 17 | cg12016809 | C21orf56 | 21 | 0.3056 | −0.8639 | −1.1695 | 0.0061 | 0.7288 |
| 18 | cg08925606 | BPIL1 | 20 | 2.8527 | 1.6876 | −1.1651 | 0.0007 | 0.6608 |
| 19 | cg07747299 | C21orf56 | 21 | −0.0209 | −1.1486 | −1.1277 | 0.0043 | 0.7092 |
| 20 | cg13315147 | CYP2E1 | 10 | −0.5431 | −1.6485 | −1.1054 | 0.0034 | 0.7028 |
| 21 | cg23026554 | LOC441666 | 10 | −2.2328 | −3.3233 | −1.0905 | 0.0024 | 0.6948 |
| 22 | cg18093448 | WWC2 | 4 | 1.774 | 0.705 | −1.069 | 0.0004 | 0.6339 |
| 23 | cg20965743 | ASPG | 14 | −0.8006 | −1.8428 | −1.0422 | 0.0004 | 0.6065 |
| 24 | cg24753094 | THSD4 | 15 | 2.386 | 1.3613 | −1.0247 | 0.0038 | 0.7028 |
| 25 | cg24530264 | CYP2E1 | 10 | −1.3224 | −2.3267 | −1.0043 | 0.0096 | 0.7445 |
| 26 | cg10862468 | CYP2E1 | 10 | −0.8401 | −1.7957 | −0.9556 | 0.0025 | 0.6948 |
| 27 | cg24136292 | INSC | 11 | 1.2508 | 0.3108 | −0.94 | 0.0022 | 0.6948 |
| 28 | cg21787989 | LGALS8 | 1 | 2.5081 | 1.6097 | −0.8984 | 0.0037 | 0.7028 |
| 29 | cg04398451 | MYO15A | 17 | 3.0648 | 2.1705 | −0.8943 | 0.0095 | 0.7445 |
| 30 | cg19039925 | GVIN1 | 11 | 2.9298 | 2.1079 | −0.8219 | 0.0072 | 0.7377 |
| 31 | cg10309386 | BEND7 | 10 | 0.9543 | 0.1425 | −0.8118 | 0.0055 | 0.7153 |
| 32 | cg00631877 | PLXNC1 | 12 | 1.7795 | 1.0282 | −0.7513 | 0.0015 | 0.6796 |
| 33 | cg25094735 | NAPSB | 19 | 1.8552 | 1.1323 | −0.7229 | 0.0028 | 0.6990 |
| 34 | cg11133658 | SCARA5 | 8 | 3.6407 | 2.9677 | −0.673 | 0.0056 | 0.7165 |
| 35 | cg24705404 | DAB1 | 1 | 0.8954 | 0.3551 | −0.5403 | 0.0055 | 0.7157 |
|
| ||||||||
| 1 | cg07179329 | CDH13 | 16 | −1.0161 | 3.2007 | 4.2168 | 2.41 × 10−6 | 0.2671 |
| 2 | cg21498547 | DLGAP2 | 19 | −2.498 | 0.2503 | 2.7483 | 0.0055 | 0.7157 |
| 3 | cg00713204 | BANP | 16 | −1.6172 | 0.2791 | 1.8963 | 0.0003 | 0.6339 |
| 4 | cg06051619 | DIP2C | 10 | −1.0376 | 0.8079 | 1.8455 | 0.0008 | 0.6608 |
| 5 | cg05385718 | D2HGDH | 2 | −0.1851 | 1.6527 | 1.8378 | 0.0092 | 0.7445 |
| 6 | cg22508145 | CPAMD8 | 19 | 0.2203 | 2.0561 | 1.8358 | 0.0055 | 0.7142 |
| 7 | cg27649396 | C11orf53 | 11 | 0.3793 | 2.1594 | 1.7801 | 0.0030 | 0.7000 |
| 8 | cg11716267 | LOC375190 | 2 | −0.9379 | 0.6719 | 1.6098 | 0.0025 | 0.6948 |
| 9 | cg24861399 | MGAT5 | 2 | −1.1351 | 0.3973 | 1.5324 | 0.0057 | 0.7197 |
| 10 | cg02938066 | NFKBIL2 | 8 | 1.4743 | 2.954 | 1.4797 | 0.0038 | 0.7028 |
| 11 | cg23633026 | RASL10B | 17 | 1.7681 | 3.223 | 1.4549 | 0.0018 | 0.6831 |
| 12 | cg19680693 | GPR83 | 11 | −0.5695 | 0.8113 | 1.3808 | 0.0034 | 0.7028 |
| 13 | cg10224537 | B3GALT1 | 2 | 2.1048 | 3.4393 | 1.3345 | 0.0004 | 0.6339 |
| 14 | cg25790212 | IGSF9B | 11 | −1.7987 | −0.4692 | 1.3295 | 0.0005 | 0.6489 |
| 15 | cg09746326 | DCUN1D2 | 13 | 1.559 | 2.7568 | 1.1978 | 0.0061 | 0.7288 |
| 16 | cg18662228 | AGAP1 | 6 | −1.0355 | 0.1227 | 1.1582 | 0.0066 | 0.7352 |
| 17 | cg12687426 | KCNMB3 | 3 | 2.2947 | 3.3274 | 1.0327 | 0.0001 | 0.6065 |
| 18 | cg04381873 | LOC284412 | 19 | 2.0913 | 2.9199 | 0.8286 | 0.0036 | 0.7028 |
| 19 | cg11342941 | AGPAT4 | 6 | 2.9545 | 3.7636 | 0.8091 | 0.0054 | 0.7142 |
| 20 | cg06979412 | RFC3 | 13 | 2.9372 | 3.6803 | 0.7431 | 0.0092 | 0.7445 |
| 21 | cg22402398 | FGR | 1 | 3.0874 | 3.8231 | 0.7357 | 0.0077 | 0.7377 |
| 22 | cg08955548 | PTPRN2 | 7 | 1.3085 | 1.9535 | 0.645 | 0.0019 | 0.6845 |
1 Rank based on decreasing difference between methylation of control to PD group. No. 1–35 are hypomethylated in PD; No. 1–22 are hypermethylated in PD. 2 Target ID based on the annotation of Illumina’s 450 K methylation chip. 3 Associated Genes. 4 M-value of CpG methylation. 5 Difference mean methylation of PD group—mean methylation of control group. Negative sign indicates hypomethylation in PD group. Positive sign indicates hypermethylation of CpG in PD group.
Figure 1Heat map of DNA methylation in cortical samples. The heat map displays highly methylated loci in red and sparsely methylated loci in green. Hierarchical clusterings (average linkage) of the samples after normalization is based on all CpGs. Hierarchical clustering analysis reveals a clear separation of the control vs. PD cases.
Figure 2Pyrosequencing and western blots of candidate genes A–H. Evaluation of DNA methylation using pyrosequencing. We confirmed the methylation status of CYP2E1 (A), TP73 (E) and C21orf56 (G) in cortical samples. In the pbms, no difference in CYP2E1 methylation was observed (B). A different region (primer pairs of [14] of the CYP2E1 gene was also hypomethylated in the brain (C) but not in blood monocytes (D). L-DOPA treatment had no obvious effect on CYP2E1 DNA methylation in PD patient pbms (Pearson coefficient 0.019; p = 0.92) (F). In skin fibroblasts, the differential methylation was unchanged when comparing cases and controls (H). The underlined CpGs correspond to the CpG site annotated on the methylation microarray. Using western blot analysis (I), significantly increased expression levels of CYP2E1 in Parkinson-diseased brains (n = 4) were found compared with the control (n = 4) (control 0.13 ± 0.07; PD 0.42 ± 0.21; p = 0.042). Equal loading was controlled by the immunodetection of beta-actin (b-actin). Results were presented as the mean ± SD of the control and PD groups (* p < 0.05; ** p < 0.01). In cultured Sk-H-SH cells, exposure to trichloroethylene (TCE) induced CYP2E1 up-regulation in a dose dependent manner (J). In the brain samples of CYP2E1 null-mice, a-synuclein protein was significantly decreased (K).
Figure 3Pathway analysis. IPA Ingenuity pathway analysis showed an interconnected cohort of hypomethylated genes, previously associated with oxidative stress and TNF-alpha up-regulation (CYP2E1) and p53-like pro-apoptotic activities (TP73). Detoxyf. denotes for detoxification; arrows denote increase; minus sign denotes decrease.