| Literature DB >> 29131441 |
Bi Shi1,2, Aaron J Thomas1,2, Abby D Benninghoff1,3, Benjamin R Sessions1,2, Qinggang Meng1,2, Parveen Parasar1,2, Heloisa M Rutigliano1,3, Kenneth L White1,2,3, Christopher J Davies1,2,3.
Abstract
PROBLEM: The regulatory mechanisms governing differential expression of classical major histocompatibility complex (MHC) class I (MHC-Ia) and non-classical MHC class I (MHC-Ib) genes are poorly understood. METHOD OF STUDY: Quantitative reverse transcription- polymerase chain reaction (PCR) was used to compare the abundance of MHC-I transcripts and related transcription factors in peripheral blood mononuclear cells (PBMC) and placental trophoblast cells (PTC). Methylation of MHC-I CpG islands was detected by bisulfite treatment and next-generation sequencing. Demethylation of PBMC and PTC with 5'-aza-deoxycytidine was used to assess the role of methylation in gene regulation.Entities:
Keywords: DNA methylation; bovine; non-classical MHC-I; transcription
Mesh:
Substances:
Year: 2017 PMID: 29131441 PMCID: PMC5728445 DOI: 10.1111/aji.12779
Source DB: PubMed Journal: Am J Reprod Immunol ISSN: 1046-7408 Impact factor: 3.886
Primers for quantitative reverse transcription polymerase chain reaction (qRT‐PCR)
| Gene name | Forward primer (5′‐3′) | Reverse primer (5′‐3′) | Efficiency |
|---|---|---|---|
|
| TTGTGGAGACCAGGCCTTCAG | GAGAACCAGGCCAACAATGATG | 0.99 |
|
| TTGTGGAGACCAGGCCTTCAG | AATGATGCCCATGGTGAGGAA | 0.99 |
|
| GGATCAAGAGACGCGGATACAA | CCGCAGCCGTGCATCCACT | 0.98 |
|
| GGGTGCGCTGATCCTCACT | CCACCCACCGCGCTGTA | 0.95 |
|
| CCAAGGAAAGTCAACAGGAATC | AATCTCTGCCGTCGTAGGC | 0.94 |
|
| AGCGATGACAAGAGATGCCAAGAA | CCGCACCGTCATAGGCGT | 0.96 |
|
| CTGCTCACCACCCTCCTC | GCACTTTGTTAAGAGTTAGCAAG | 0.97 |
|
| CCTTTCAATGGACCCACCGA | GAGAGATGGCGTAAAGGAATAG | 0.95 |
|
| GATGCCTGTCTGTTTCGGA | TGGTGAGGGGTGGGAGCAT | 0.97 |
|
| CAGACCACTGATGGACAGCAA | TGGGGAAGACGCCATAACAACT | 0.99 |
|
| TGTATCTCTACCTTCAGCTCC | GGCAGGTGTCGGTATGCT | 0.97 |
|
| CTCAGGAAACGTCAAACTGGA | CACCACTTCTGGACTTCTTAGTAA | 0.94 |
|
| TCCAAGTCCAGGGGCAGC | CTGGGCTTGACCTTGTGG | 0.97 |
|
| CTGTGTCACCCGTTTCAGG | GAGATTGCCAAGGTCTTCCACA | 0.98 |
|
| TCATTTGTGGTGGAAAGACAGC | GTGCCCAGAATGTTGAACTTC | 0.97 |
|
| TGCCTCAGTGCCTCCA | GCGTGGTTCGGAGGATCT | 0.95 |
|
| ATGACGATGGCTATCAGTCCTA | TCTTCTTTGATGGCTGCCTG | 0.95 |
|
| AGGACTGGAGTGTGCGTC | GAATCGCAGGGTATAACTTGG | 0.96 |
|
| GAGAAGGCTGGGGCTCACTTG | GCTGACAATCTTGAGGGTGTTG | 0.99 |
BoLA, bovine leukocyte antigen; CIITA, class II MHC transactivator; MHC, major histocompatibility complex.
Primers for major histocompatibility complex (MHC)‐I CpG island DNA sequencing and 454 methylation sequencing
| Category | Primer name | Sequence (5′‐3′) |
|---|---|---|
| CpG island sequencing | MHC‐IF | KATCRGGGCAAAGTCCCAG |
| MHC‐IR | CGCAGCARCGTGTCCTTYCC | |
| Methylation sequencing round 1 | F1F | GACGGCTTGCGGCTACAGGAGGGATTAGGGTAAAGTTTTA |
| F1R | GGGCAGCGGACTGTTCTTTCCCTCCAAACCCCRCACTCACC | |
| F2F | GACGGCTTGCGGCTACANGTTATGRGGTYGYGAATTTTTT | |
| F2R | GGGCAGCGGACTGTTCTAACTACRTATCRTCCACRTAACC | |
| F3F | GACGGCTTGCGGCTACATAGGTTTTTATTTTWTGAGKTATTTT | |
| F3R | GGGCAGCGGACTGTTCTCRCRATAATTAAACYCAAACTA | |
| F4F | GACGGCTTGCGGCTACAATTAGAGYGAGGTYGGTGAGYG | |
| F4R | GGGCAGCGGACTGTTCTAAACCCCATTTTYCTCTCYTC | |
| Methylation sequencing round 2 | MID‐PBMC‐F | CGTATCGCCTCCCTCGCGCCATCAGACGAGTGCGTGACGGCTTGCGGCTACA |
| MID‐PBMC‐R | CTATGCGCCTTGCCAGCCCGCTCAGACGAGTGCGTGGGCAGCGGACTGTTCT | |
| MID‐PTC‐F | CGTATCGCCTCCCTCGCGCCATCAGAGACGCACTCGACGGCTTGCGGCTACA | |
| MID‐PTC‐R | CTATGCGCCTTGCCAGCCCGCTCAGAGACGCACTCGGGCAGCGGACTGTTCT | |
| MID‐SCNT‐F | CGTATCGCCTCCCTCGCGCCATCAGATCAGACACGGACGGCTTGCGGCTACA | |
| MID‐SCNT‐R | CTATGCGCCTTGCCAGCCCGCTCAGATCAGACACGGGGCAGCGGACTGTTCT |
PBMC, peripheral blood mononuclear cells; PTC, placental trophoblast cells; SCNT somatic cell nuclear transfer.
Statistical analysis of gene expression
| Gene | Mean | One‐way ANOVA | ||||
|---|---|---|---|---|---|---|
| AI PTC | SCNT PTC | PBMC | AI PTC vs SCNT PTC | AI PTC vs PBMC | SCNT PTC vs PBMC | |
|
| 1.00 ± 1.05 | 9.52 ± 6.76 | 148.63 ± 14.8 |
|
|
|
|
| 1.00 ± 0.50 | 18.43 ± 32.91 | 124.01 ± 58.68 |
|
|
|
|
| 1.00 ± 1.21 | 4.60 ± 1.93 | 73.06 ± 8.41 |
|
|
|
|
| 1.00 ± 1.08 | 36.07 ± 17.44 | 65.21 ± 13.71 |
|
|
|
|
| 1.00 ± 1.62 | 9.98 ± 5.79 | 50.26 ± 20.11 |
|
|
|
|
| 1.00 ± 0.48 | 20.14 ± 13.28 | 729.61 ± 268.30 |
|
|
|
|
| 1.00 ± 0.27 | 3.49 ± 1.45 | 10.71 ± 1.89 |
|
|
|
|
| 1.00 ± 0.91 | 12.53 ± 7.61 | 228.62 ± 90.65 |
|
|
|
|
| 1.00 ± 0.22 | 2.47 ± 0.66 | 15.86 ± 5.67 | ns |
|
|
|
| 1.00 ± 0.43 | 1.64 ± 0.64 | 3.97 ± 0.59 | ns |
|
|
|
| 1.00 ± 0.17 | 1.06 ± 0.66 | 2.12 ± 0.27 | ns |
|
|
|
| 1.00 ± 0.32 | 1.53 ± 0.67 | 1.53 ± 0.383 | ns | ns | ns |
|
| 1.00 ± 0.42 | 1.41 ± 0.81 | 0.25 ± 0.04 | ns | ns | ns |
|
| 1.00 ± 0.27 | 0.95 ± 0.46 | 0.58 ± 0.08 | ns | ns | ns |
Mean values were calculated using GAPDH as an internal control. The fold change in gene expression for each PTC and peripheral blood mononuclear cells (PBMC) sample was calculated with respect to the mean value for the artificial insemination (AI) PTC samples (AI PTC n = 5; somatic cell nuclear transfer [SCNT] PTC n = 5; PBMC n = 3). Statistical comparisons between groups were performed using one‐way ANOVA with the Bonferroni post‐hoc test. ns, not significant; BoLA, bovine leukocyte antigen; CIITA, class II MHC transactivator; PTC, placental trophoblast cells.
P < .05.
P < .01.
P < .001.
Figure 1qRT‐PCR analysis of bovine major histocompatibility complex ( and transcription factor gene expression in peripheral blood mononuclear cells (PBMC) and placental trophoblast cells (PTC). Data were normalized to . The heatmap shows the fold change of gene expression relative to the average for the artificial insemination (AI) PTC samples
Pearson correlation coefficients between major histocompatibility complex (MHC)‐I expression and transcription factor expression
| Gene | Transcription Factors | ||||||||
|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
|
|
| |
|
| 0.96 | 0.96 | 0.90 | 0.94 | 0.93 | 0.51 | 0.80 | 0.50 | 0.45 |
|
| 0.95 | 0.98 | 0.95 | 0.96 | 0.96 | 0.60 | 0.84 | 0.60 | 0.41 |
|
| 0.88 | 0.94 | 0.91 | 0.91 | 0.96 | 0.55 | 0.84 | 0.55 | 0.40 |
|
| 0.87 | 0.88 | 0.85 | 0.94 | 0.80 | 0.66 | 0.74 | 0.67 | 0.29 |
|
| 0.78 | 0.90 | 0.98 | 0.84 | 0.88 | 0.52 | 0.77 | 0.52 | 0.43 |
Correlation is significant at the 0.05 level (2‐tailed).
Correlation is significant at the 0.01 level (2‐tailed). BoLA, bovine leukocyte antigen; CIITA, class II MHC transactivator.
Figure 2Major histocompatibility complex ( and transcript percentages in placental trophoblast cells (PTC) and peripheral blood mononuclear cells (PBMC). Expression of and (Bo, ‐, ‐, ‐) was detected by qRT‐PCR. Average percentages are shown
Analysis of MHC‐I subtype percentage
| Gene | Percentage | One way ANOVA | ||||
|---|---|---|---|---|---|---|
| AI PTC | SCNT PTC | PBMC | AI PTC vs SCNT PTC | AI PTC vs PBMC | SCNT PTC vs PBMC | |
|
| 3.02 ± 1.33% | 3.87 ± 1.09% | 0.96 ± 0.04% | ns | ns |
|
|
| 23.37 ± 8.72% | 10.72 ± 2.89% | 2.25 ± 0.86% |
|
|
|
|
| 3.48 ± 3.03% | 7.85 ± 0.96% | 1.62 ± 0.79% | ns |
|
|
|
| 3.95 ± 4.33% | 2.62 ± 0.74% | 0.38 ± 0.16% | ns |
|
|
|
| 66.14 ± 9.72% | 74.93 ± 4.49% | 94.78 ± 1.44% | ns |
|
|
For each sample, the percentage of each major histocompatibility complex (MHC)‐I gene, or gene subset in the case of MHC‐Ia, was calculated from the relative abundance compared to GAPDH, the internal control, as described in the methods section.31 The percentage of each subtype in each cell type is the mean value for all of the animals in the group (AI PTC n = 7; somatic cell nuclear transfer [SCNT] PTC n = 5; PBMC n = 3). Statistical comparisons between groups were performed using one‐way ANOVA with the Bonferroni post‐hoc test for multiple comparisons. ns, not significant; BoLA, bovine leukocyte antigen; PBMC, peripheral blood mononuclear cells; PTC, placental trophoblast cells.
P < .05.
P < .01.
P < .001.
Figure 3Methylation profile of CpG islands in major histocompatibility complex ()‐Ia and genes of peripheral blood mononuclear cells (PBMC). (A) Genomic organization of bovine CpG islands, from ‐300 bp upstream of the transcription start site through the third exon, which is about 1500 Kb. (B‐E) Methylation status of the CpG sites of each allele in four PBMC samples. Each horizontal line of circles represents the methylation status of an individual allele. Different colors of circles denote variation in the methylation level. The numbers above each line of circles stand for the position in the genomic sequence relative to the first base of the start codon
Number of 454 sequencing reads for peripheral blood mononuclear cells (PBMC)
| Sample | Allele | Number of reads for each genomic region | ||||||
|---|---|---|---|---|---|---|---|---|
| Promoter | Leading peptide | Intron 1 | Exon 2 | Intron 2 | Exon 3 | Intron 3 | ||
| PBMC‐1 |
| 8 | 14 | 6 | 7 | 7 | 4 | 4 |
|
| 5 | 10 | 5 | 2 | 2 | 3 | 3 | |
|
| 2 | 12 | 10 | 4 | 4 | 7 | 7 | |
|
| 2 | 9 | 7 | 11 | 11 | 17 | 17 | |
|
| 7 | 10 | 3 | 11 | 11 | 5 | 5 | |
|
| 6 | 9 | 3 | 22 | 22 | 16 | 16 | |
| PBMC‐2 |
| 3 | 5 | 2 | 4 | 4 | 5 | 5 |
|
| 4 | 11 | 7 | 4 | 4 | 6 | 6 | |
|
| 8 | 14 | 6 | 2 | 2 | 4 | 4 | |
|
| 2 | 5 | 3 | 5 | 5 | 5 | 5 | |
|
| 6 | 8 | 2 | 17 | 17 | 10 | 10 | |
|
| 5 | 9 | 4 | 26 | 26 | 23 | 23 | |
| PBMC‐3 |
| 9 | 17 | 8 | 6 | 6 | 9 | 9 |
|
| 6 | 11 | 5 | 3 | 3 | 10 | 10 | |
|
| 3 | 8 | 3 | 3 | 3 | 8 | 8 | |
|
| 3 | 5 | 2 | 3 | 3 | 12 | 12 | |
|
| 12 | 18 | 6 | 4 | 4 | 2 | 2 | |
|
| 4 | 7 | 3 | 26 | 26 | 18 | 18 | |
| PBMC‐4 |
| 4 | 10 | 6 | 5 | 5 | 8 | 8 |
|
| 8 | 17 | 9 | 8 | 8 | 18 | 18 | |
|
| 14 | 25 | 11 | 3 | 3 | 9 | 9 | |
|
| 3 | 7 | 4 | 7 | 7 | 21 | 21 | |
|
| 14 | 24 | 10 | 3 | 3 | 8 | 8 | |
|
| 3 | 10 | 7 | 21 | 21 | 25 | 25 | |
BoLA, bovine leukocyte antigen.
Number of 454 sequencing reads for placental trophoblast cells (PTC)
| Sample | Allele | Number of reads for each genomic region | ||||||
|---|---|---|---|---|---|---|---|---|
| Promoter | Leading peptide | Intron 1 | Exon 2 | Intron 2 | Exon 3 | Intron 3 | ||
| AI PTC‐1 |
| 11 | 18 | 7 | 11 | 11 | 7 | 7 |
|
| 6 | 8 | 2 | 3 | 3 | 2 | 2 | |
|
| 2 | 19 | 17 | 9 | 9 | 12 | 12 | |
|
| 2 | 4 | 2 | 23 | 23 | 13 | 13 | |
|
| 10 | 12 | 2 | 7 | 7 | 5 | 5 | |
|
| 3 | 6 | 3 | 23 | 23 | 6 | 6 | |
| AI PTC‐2 |
| 8 | 12 | 4 | 2 | 2 | 6 | 6 |
|
| 9 | 17 | 8 | 3 | 3 | 10 | 10 | |
|
| 2 | 6 | 4 | 2 | 2 | 3 | 3 | |
|
| 3 | 5 | 2 | 3 | 3 | 4 | 4 | |
|
| 6 | 9 | 3 | 4 | 4 | 3 | 3 | |
|
| 3 | 7 | 4 | 8 | 8 | 10 | 10 | |
| SCNT PTC‐1 |
| 7 | 11 | 4 | 2 | 2 | 6 | 6 |
|
| 5 | 10 | 5 | 2 | 2 | 11 | 11 | |
|
| 4 | 22 | 18 | 2 | 2 | 13 | 13 | |
|
| 2 | 5 | 3 | 7 | 7 | 7 | 7 | |
|
| 15 | 30 | 30 | 6 | 6 | 4 | 4 | |
|
| 4 | 13 | 9 | 8 | 8 | 10 | 10 | |
| SCNT PTC‐2 |
| 10 | 14 | 4 | 5 | 5 | 8 | 8 |
|
| 6 | 8 | 2 | 5 | 5 | 5 | 5 | |
|
| 9 | 14 | 5 | 5 | 5 | 5 | 5 | |
|
| 2 | 4 | 2 | 5 | 5 | 4 | 4 | |
|
| 4 | 9 | 5 | 7 | 7 | 8 | 8 | |
|
| 3 | 8 | 5 | 8 | 8 | 7 | 7 | |
AI, artificial insemination; BoLA, bovine leukocyte antigen; SCNT, somatic cell nuclear transfer.
Figure 4Methylation profile of CpG islands in major histocompatibility complex ( and genes of placental trophoblast cells (PTC). (A) Genomic organization of bovine CpG islands. (B‐C) Methylation status of the CpG sites of each allele in two artificial insemination (AI) PTC samples and (D‐E) in two somatic cell nuclear transfer (SCNT) PTC samples
Figure 5qRT‐PCR analysis of expression in placental trophoblast cells (PTC) and peripheral blood mononuclear cells (PBMC). Data are presented as the fold change (mean±SEM) of gene expression in other groups relative to that of the artificial insemination (AI) PTC group (AI PTC n = 5; somatic cell nuclear transfer (SCNT) PTC n = 5; PBMC n = 3). Statistical analyses were performed using one‐way ANOVA
Figure 6Change in major histocompatibility complex ( transcription following demethylation treatment of peripheral blood mononuclear cells (PBMC) and placental trophoblast cells (PTC). Bovine PBMC and PTC were treated with 5′‐aza‐deoxycytidine for 3 days (n = 3 per group). (A) Fold change (mean ± SEM) of expression in the treated cells compared to cells cultured without 5′‐aza‐deoxycytidine. (B) Percentage of subtypes in the overall pool of transcripts