| Literature DB >> 35338228 |
Shivani Malpotra1, Pallavi Goel2, Songyukta Shyam2, Manoj Kumar Singh2, Prabhat Palta2.
Abstract
Somatic cell nuclear transfer technique (SCNT) has proved to be an outstanding method of multiplication of elite animals but accompanied with low efficiency and live birth rate of cloned animals. Epigenetic alterations of DNA has been one of the culprits behind this issue. Cloned embryos are found to deviate slightly from regular pattern of demethylation and re-methylation at the time of nuclear reprogramming and embryonic development when compared with embryos produced by in vitro fertilization (IVF). Thus, the present study was aimed at evaluating global DNA methylation profiles of cloned embryos at 2-cell, 8-cell and blastocyst stages and compare it with corresponding stages of embryos produced by IVF by using MeDIP-Sequencing on Illumina-based platform. We found out that cloned embryos exhibited significantly different DNA methylation pattern as compared to IVF embryos with respect to distribution of differentially methylated regions in different components of genome, CpG islands distribution and methylation status, gene ontological profiles and pathways affected throughout the developmental stages. The data generated from MeDIP-Seq was validated at blastocyst stage cloned and IVF embryos by bisulfite-sequencing PCR on five randomly selected gene regions.Entities:
Mesh:
Year: 2022 PMID: 35338228 PMCID: PMC8956680 DOI: 10.1038/s41598-022-09207-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1(A) Cloned and IVF embryos at 2-cell, 8-cell and blastocyst stage. (B) Reads of 2-cell stage cloned (2CC-1, 2CC-2 and 2CC-3) and IVF (2Cl-1, 2Cl-2 and 2Cl-3) embryos, 8-cell stage cloned (8CC-1, 8CC-2 and 8CC-3) and IVF (8CI-1, 8CI-2 and 8CI-3) embryos blastocyst stage cloned (BL-1, BL-2 and BL-3) and IVF (BLI-1, BLI-2 and BLI-3) embryos were mapped to different chromosomes. A maximum number of reads were found to map on chromosome number 1 across all the developmental stages. (C) MA plot depicting the global methylation pattern of hyper- and hypomethylated CpGs in cloned relative to IVF embryos at each developmental stage. The Y-axis represents the log fold ratio (M) and the X-axis, the mean average of normalized counts A. Red dots represent differentially methylated regions (DMRs) having adjusted P-value above the threshold value whereas, black dots represent DMRs having P-value below the threshold.Volcano plot showing global methylation pattern of hyper- and hypomethylated CpGs in cloned realtive to IVF embryos. Red dots indicate CpGs with significant differential methylation pattern whereas, black dots indicate CpGs, the methylation pattern of which was non-significant in the two groups. The dots towards the left, right and top sides denote hypomethylated, hypermethylated and most significant differentially methylated CpGs, respectively. (D) Overall distribution statistics of differentially methylated regions (DMRs). The X-axis represents comparison between cloned and IVF embryos at each developmental stage i.e., 2CC vs 2CI; 8CC vs 8CI and CBL vs BLI. The Y-axis represents the number of DMRs.
Figure 2(A) Venn diagram depicting the DMRs hypermethylated commonly and uniquely in cloned and IVF 2-cell stage embryos, 8-cell stage and blastocyst stage embryos (P < 0.05). (B) Overall distribution statistics of methylation at gene level. The Y-axis represents cloned (2CC, 8CC and CBL) and IVF (2CI, 8CI and BLI) embryos and comparison between cloned and IVF embryos at different developmental stages (2CC vs 2CI, 8CC vs 8CI and CBL vs BLI). The X-axis represents the number of genes hypermethylated. (C) Venn diagram showing the overall genomic distribution of DMRs in cloned relative to IVF embryos. For 2-cell stage, (a and b) represent percentage of hypermethylated DMRs in upstream and downstream 1 kb and upstream and downstream 2 kb and (c and d) represent percentage of hypermethylated DMRs in upstream 2 kb and downstream respectively. For 8-cell stage, (e and f) represent percentage of hypermethylated DMRs in upstream and downstream 1 kb and upstream & downstream 2 kb and (g and h) represent percentage of hypermethylated DMRs in upstream 2 kb and downstream 2 kb respectively. For blastocyst stage, (i and j) represent percentage of hypermethylated DMRs in upstream and downstream 1 kb and upstream and downstream 2 kb and (k and l) represent percentage of hypermethylated DMRs in upstream 2 kb and downstream 2 kb respectively, of different genomic regions.
Figure 3(A) Percentage of reads mapped with CpG islands for each sample. The X-axis represents percentage (%) range of mapped CGIs and the Y-axis represents different stages of buffalo cloned and IVF embryos with three biological replicates of each stage. (B) Pie-charts representing relative percentage of CpG islands found in a particular repetitive element at each developmental stage in cloned and IVF embryos relative to Bos taurus reference genome, UMD 3.1.1. (C) GO categories for Biological Process, Molecular process and Cellular process enriched across the hypermethylated genes in cloned relative to IVF 2-cell, 8-cell and blastocyst stage embryos.
Number of CpG islands showing hypermethylation in 2-cell, 8-cell and blastocyst stage cloned and IVF embryos.
| Group | Methylation | Number of CpG islands | % of total CpGs islands |
|---|---|---|---|
| Cloned 2-cell | Hypermethylation | 8290 | 2.23 |
| Cloned 8-cell | Hypermethylation | 32,715 | 18.91 |
| Cloned blastocyst | Hypermethylation | 11,163 | 2.58 |
| IVF 2-cell | Hypermethylation | 5895 | 2.1 |
| IVF 8-cell | Hypermethylation | 25,745 | 24.71 |
| IVF blastocyst | Hypermethylation | 9725 | 3.44 |
| 2CC-vs-2CI | Hypermethylation | 8290 | 2.23 |
| 8CC-vs-8CI | Hypermethylation | 32,715 | 18.91 |
| CBL-vs-BLI | Hypermethylation | 11,163 | 2.58 |
CpG enrichment of methylated regions in 2-cell, 8-cell and blastocyst stage of cloned and IVF embryos.
| Group | Relative frequency of CpGs within the regions. (Region.reIH) | Observed/expected ratio of CpGs within the regions (Region.goge) | Ratio of region.relH/genome.relH (enrichment. score.relH) | Ratio of region.goge/genome.goge (enrichment. score.goge) |
|---|---|---|---|---|
| Cloned 2-cell | 2.262895 | 0.4060407 | 2.194193 | 1.695227 |
| Cloned 8-cell | 2.993334 | 0.4425746 | 2.902455 | 1.847757 |
| Cloned blastocyst | 3.831625 | 0.546323 | 3.715295 | 2.280909 |
| IVF 2-cell | 2.899797 | 0.4578469 | 2.811758 | 1.911519 |
| IVF 8-cell | 3.156285 | 0.4815534 | 3.060459 | 2.010494 |
| IVF blastocyst | 2.932217 | 0.4758824 | 2.843193 | 1.986818 |
Pathways affected by hypermethylation of genes in cloned relative to IVF at 2-cell, 8-cell and blastocyst stage embryos.
| Pathways affected by hypermethylation | No. of genes | P value | FDR |
|---|---|---|---|
| Integrin signalling pathway (P00034) | 162 | 7.13E−05 | 5.95E−03 |
| Inflammation mediated by chemokine and cytokine signaling pathway (P00031) | 197 | 5.62E−04 | 3.13E−02 |
| Gonadotropin-releasing hormone receptor pathway (P06664) | 193 | 8.59E−04 | 3.59E−02 |
| PDGF signaling pathway (P00047) | 120 | 2.15E−03 | 7.20E−02 |
| CCKR signaling map (P06959) | 140 | 2.28E−03 | 6.35E−02 |
| Endothelin signaling pathway (P00019) | 73 | 4.51E−03 | 1.08E−01 |
| Apoptosis signaling pathway (P00006) | 106 | 5.45E−03 | 1.14E−01 |
| Ras Pathway (P04393) | 62 | 1.13E−02 | 2.10E−01 |
| Angiogenesis (P00005) | 129 | 1.36E−02 | 2.27E−01 |
| Wnt signaling pathway (P00057) | 200 | 1.56E−02 | 2.36E−01 |
| T cell activation (P00053) | 72 | 2.19E−02 | 3.04E−01 |
| EGF receptor signaling pathway (P00018) | 111 | 2.35E−02 | 3.02E−01 |
| B cell activation (P00010) | 58 | 2.63E−02 | 3.14E−01 |
| Heterotrimeric G-protein signaling pathway-Gq alpha and Go alpha mediated pathway (P00027) | 91 | 3.82E−02 | 4.25E−01 |
| Histamine H1 receptor mediated signaling pathway (P04385) | 39 | 3.90E−02 | 4.07E−01 |
| Angiogenesis (P00005) | 165 | 4.38E−04 | 3.65E−02 |
| Integrin signalling pathway (P00034) | 177 | 5.97E−04 | 3.33E−02 |
| PDGF signaling pathway (P00047) | 139 | 1.99E−03 | 8.32E−02 |
| CCKR signaling map (P06959) | 158 | 4.36E−03 | 1.46E−01 |
| Wnt signaling pathway (P00057) | 236 | 8.09E−03 | 2.25E−01 |
| Gonadotropin-releasing hormone receptor pathway (P06664) | 207 | 1.27E−02 | 3.02E−01 |
| Alzheimer diseasE−presenilin pathway (P00004) | 110 | 1.59E−02 | 3.32E−01 |
| Ras Pathway (P04393) | 69 | 1.98E−02 | 3.67E−01 |
| EGF receptor signaling pathway (P00018) | 127 | 3.11E−02 | 5.19E−01 |
| Endothelin signaling pathway (P00019) | 76 | 3.49E−02 | 5.30E−01 |
| Apoptosis signaling pathway (P00006) | 113 | 3.63E−02 | 5.05E−01 |
| Oxytocin receptor mediated signaling pathway (P04391) | 59 | 4.03E−02 | 5.17E−01 |
| PI3 kinase pathway (P00048) | 56 | 4.48E−02 | 5.34E−01 |
| Oxidative stress response (P00046) | 56 | 4.48E−02 | 4.99E−01 |
| 5HT2 type receptor mediated signaling pathway (P04374) | 67 | 4.72E−02 | 4.93E−01 |
| Inflammation mediated by chemokine and cytokine signaling pathway (P00031) | 156 | 8.20E−05 | 6.85E−03 |
| Wnt signaling pathway (P00057) | 168 | 2.71E−04 | 1.51E−02 |
| Endothelin signaling pathway (P00019) | 62 | 4.57E−04 | 1.91E−02 |
| Heterotrimeric G-protein signaling pathway-Gq alpha and Go alpha mediated pathway (P00027) | 83 | 4.92E−04 | 1.64E−02 |
| Integrin signalling pathway (P00034) | 115 | 9.68E−04 | 2.69E−02 |
| Blood coagulation (P00011) | 44 | 2.10E−03 | 5.00E−02 |
| Nicotinic acetylcholine receptor signaling pathway (P00044) | 66 | 2.52E−03 | 5.25E−02 |
| PDGF signaling pathway (P00047) | 90 | 3.24E−03 | 6.02E−02 |
| Angiogenesis (P00005) | 102 | 4.10E−03 | 6.85E−02 |
| DNA replication (P00017) | 4 | 5.33E−03 | 8.09E−02 |
| Ionotropic glutamate receptor pathway (P00037) | 39 | 5.61E−03 | 7.81E−02 |
| Heterotrimeric G-protein signaling pathway-Gi alpha and Gs alpha mediated pathway (P00026) | 99 | 7.23E−03 | 9.29E−02 |
| Alzheimer diseasE−amyloid secretase pathway (P00003) | 45 | 8.11E−03 | 9.67E−02 |
| EGF receptor signaling pathway (P00018) | 86 | 1.19E−02 | 1.32E−01 |
| Nicotine pharmacodynamics pathway (P06587) | 28 | 1.28E−02 | 1.34E−01 |
| Gonadotropin-releasing hormone receptor pathway (P06664) | 134 | 1.31E−02 | 1.29E−01 |
| Metabotropic glutamate receptor group I pathway (P00041) | 21 | 1.37E−02 | 1.27E−01 |
| Alzheimer disease-presenilin pathway (P00004) | 73 | 1.44E−02 | 1.27E−01 |
| Histamine H1 receptor mediated signaling pathway (P04385) | 32 | 1.57E−02 | 1.31E−01 |
| Metabotropic glutamate receptor group III pathway (P00039) | 46 | 1.98E−02 | 1.58E−01 |
| Cadherin signaling pathway (P00012) | 70 | 3.19E−02 | 2.42E−01 |
| 5HT2 type receptor mediated signaling pathway (P04374) | 45 | 3.34E−02 | 2.42E−01 |
| Axon guidance mediated by netrin (P00009) | 26 | 3.51E−02 | 2.44E−01 |
| Oxytocin receptor mediated signaling pathway (P04391) | 39 | 3.64E−02 | 2.43E−01 |
| Insulin/IGF pathway-protein kinase B signaling cascade (P00033) | 27 | 4.45E−02 | 2.86E−01 |
| B cell activation (P00010) | 42 | 4.73E−02 | 2.92E−01 |
| Plasminogen activating cascade (P00050) | 17 | 4.94E−02 | 2.95E−01 |
Methylation status of genes related to embryonic development in blastocyst stage cloned embryos relative to IVF counterparts.
| Gene symbol | Gene name | Chromosomal location | No. of regions hypermethylated at | ||
|---|---|---|---|---|---|
| 2-cell stage | 8-cell stage | Blastocyst-stage | |||
| POU domain, class 2, transcription factor 1 | GK000003.2 | 12 | 03 | 03 | |
| Nanog homeobox | GK000005.2 | 0 | 01 | 0 | |
| Kruppel-like factor 4 | GK000008.2 | 02 | 03 | 0 | |
| Transcription factor 3 (E2A immunoglobulin enhancer-binding factors E12/E47) | GK000007.2 | 04 | 07 | 02 | |
| Lin-28 homolog B | GK000009.2 | 07 | 0 | 07 | |
| Teratocarcinoma-derived growth factor 1 | GK000002.22 | 02 | 01 | 0 | |
| Spalt like transcription factor 4 | GK000001.23 | 06 | 08 | 0 | |
| Dual specificity protein phosphatase 1 | GK000001.29 | 22 | 43 | 06 | |
| Dual specificity protein phosphatase 6 | GK000005.2 | 0 | 03 | 0 | |
| Fibroblast growth factor 4 | GK000002.29 | 0 | 0 | 0 | |
| Growth factor receptor-bound protein 10 | GK000004.2 | 18 | 22 | 03 | |
| Paternally expressed gene 10 | GK000004.2 | 02 | 02 | 01 | |
| Mesoderm specific transcript | GK000004.2 | 02 | 02 | 01 | |
| Insulin-like growth factor 2 receptor | GK000009.2 | 17 | 28 | 03 | |
| Monoamine oxidase A | GK000030.2 | 10 | 04 | 08 | |
| Guanine nucleotide-binding protein | GK000001.23 | 07 | 14 | 0 | |
| Necdin | GK000002.21 | 0 | 01 | 0 | |
| Pleckstrin homology like domain family A member 2 | GK000002.29 | 0 | 0 | 0 | |
| Cyclin dependent kinase inhibitor 1C | GK000002.29 | 0 | 02 | 0 | |
| Pleomorphic adenoma gene 1 | GK000001.24 | 0 | 01 | 0 | |
| Achaete-scute complex homolog 2 | GK000002.29 | 0 | 01 | 0 | |
| Caspase 9 | GK000001.26 | 02 | 03 | 03 | |
| Bcl-2-associated X protein | GK000001.28 | 01 | 03 | 0 | |
| BCL2-antagonist of cell death | GK000002.29 | 01 | 06 | 0 | |
| BCL2-like 1 | GK000001.23 | 06 | 22 | 0 | |
| DNA fragmentation factor subunit alpha | GK000001.26 | 01 | 04 | 02 | |
| Fas cell surface death receptor | GK000002.26 | 03 | 05 | 04 | |
| Apoptotic protease activating factor 1 | GK000005.2 | 10 | 03 | 02 | |
| Heat shock protein family A (Hsp70) member 1A | GK000002.23 | 01 | 02 | 0 | |
| Phosphatase and tensin homolog | GK000002.26 | 19 | 03 | 03 | |
| Mouse double minute 2 homolog | GK000005.2 | 03 | 05 | 01 | |
| Cyclin dependent kinase 4 | GK000005.2 | 0 | 03 | 0 | |
| Nuclear protein, coactivator of histone transcription | GK000001.25 | 05 | 01 | 01 | |
| DNA methyltransferase 1 | GK000007.2 | 05 | 06 | 0 | |
| DNA methyltransferase 3A | GK000001.21 | 01 | 12 | 0 | |
| DNA methyltransferase 3B | GK000001.23 | 05 | 06 | 0 | |
| Tet methylcytosine dioxygenase 1 | GK000002.28 | 27 | 32 | 0 | |
| Tet methylcytosine dioxygenase 2 | GK000006.2 | 10 | 02 | 03 | |
| Tet methylcytosine dioxygenase 3 | GK000001.21 | 07 | 21 | 01 | |
| Enhancer of zeste 2 polycomb repressive complex 2 subunit | GK000004.2 | 08 | 06 | 0 | |
| Methyl-CpG binding domain protein 3 | GK000007.2 | 02 | 01 | 0 | |
| Yin Yang 1 | GK000002.21 | 04 | 12 | 0 | |
| TIMP metallopeptidase inhibitor 2 | GK000001.29 | 03 | 09 | 02 | |
| Bone morphogenetic protein 7 | GK000001.23 | 07 | 03 | 18 | |
| Aquaporin 9 | GK000001.20 | 02 | 0 | 03 | |
| Superoxide dismutase 1 | GK000001.2 | 02 | 04 | 0 | |
| Fibroblast growth factor 7 | GK000001.20 | 11 | 01 | 09 | |
| Interleukin 6 | GK000004.2 | 02 | 02 | 0 | |
| Glucose-6-phosphate dehydrogenase | GK000030.2 | 02 | 07 | 0 | |
| Myotrophin | GK000004.2 | 08 | 20 | 01 | |
| Wnt family member 2 | GK000004.2 | 06 | 06 | 08 | |
| Dickkopf WNT signaling pathway inhibitor 3 | GK000001.25 | 07 | 05 | 09 | |
| Collagen type IV alpha 1 chain | GK000001.22 | 02 | 27 | 11 | |
| Transcription factor 7 | GK000007.2 | 02 | 06 | 03 | |
| Cellular retinoic acid binding protein 2 | GK000003.2 | 0 | 02 | 02 | |
| Peroxisome proliferator activated receptor alpha | GK000005.2 | 07 | 02 | 21 | |
| Polycomb group ring finger 2 | GK000001.29 | 01 | 01 | 0 | |
| Induced myeloid leukemia cell differentiation protein-1 | GK000003.2 | 01 | 03 | 0 | |
| Dysferlin | GK000001.21 | 10 | 11 | 53 | |
| Histone deacetylase 8 | GK000030.2 | 30 | 20 | 03 | |
| Lymphoid enhancer binding factor 1 | GK000006.2 | 20 | 08 | 13 | |
| Interferon tau | GK000008.2 | 02 | 09 | 0 | |
Figure 4Validation of MeDIP-Seq data by bisulfite sequencing. A total of 5 genes were selected randomly to validate MeDIP-Seq data by bisulfite PCR in blactocyst-stage cloned and IVF embryos. CpG islands of upstream 2 k of all selected genes were predicted by MethPrimer. No of circles in each horizontal line represent no of CpGs present in a particular regions. Unfilled (white) and filled (black) circles represent unmethylated and methylated CpGs, respectively. Horizontal lines of circles represent one separate replicate that was sequenced. Lollipop diagrams were generated by BIQ Analyzer software. For each sample, the methylation data were analyzed by computing the percentage of methylated CpGs of the total number of CpGs. (A) DNA methylation status of upstream 2 kb of PEG10. F2-R2 region was chosen as the analysed region. 16 circles in each horizontal line represent 16 CpGs of PEG10. (B) DNA methylation status of upstream 2 kb of IGF2R. F2-R2 region was chosen as the analyzed region. 13 circles in each horizontal line represent 13 CpGs of IGF2 (C) DNA methylation status of upstream 2 kb of MDM2. F1-R1 regions was chosen as the analyzed region. 11 circles in each horizontal line represent 11 CpGs of MDM2. (D) DNA methylation status of upstream 2 kb of TCF7. F1-R1 region was chosen as the analyzed region. 20 circles in each horizontal line represent 20 CpGs of TCF7. (E) DNA methylation status of upstream 2 kb of COL4A1. F2-R2 region was chosen as the analyzed region. 15 circles in each horizontal line represent 15 CpGs of COL4A1.