Abstract
Homeobox genes regulate embryonic and placental development, and are widely expressed in the human placenta, but their regulatory control by DNA methylation is unclear. DNA methylation analysis was performed on human placentae from first, second and third trimesters to determine methylation patterns of homeobox gene promoters across gestation. Most homeobox genes were hypo-methylated throughout gestation, suggesting that DNA methylation is not the primary mechanism involved in regulating HOX genes expression in the placenta. Nevertheless, several genes showed variable methylation patterns across gestation, with a general trend towards an increase in methylation over gestation. Three genes (TLX1, HOXA10 and DLX5) showed inverse gains of methylation with decreasing mRNA expression throughout pregnancy, supporting a role for DNA methylation in their regulation. Proteins encoded by these genes were primarily localised to the syncytiotrophoblast layer, and showed decreased expression later in gestation. siRNA mediated downregulation of DLX5, TLX1 and HOXA10 in primary term villous cytotrophoblast resulted in decreased proliferation and increased expression of differentiation markers, including ERVW-1. Our data suggest that loss of DLX5, TLX1 and HOXA10 expression in late gestation is required for proper placental differentiation and function.
Introduction
The human placenta provides a critical interface between the maternal and fetal circulations during pregnancy. Formation of this interface is controlled by growth factors, cytokines and nuclear transcription factors. Cells respond to cues from growth factors and signalling molecules by either maintaining or altering their state of differentiation. Within cells, transcription factors play essential roles in regulating cell proliferation and differentiation and this is evident in the most important placental lineage; trophoblast cells1–4. The numerous cellular transcription factors that control proliferation and differentiation fall into a few families based on the presence of conserved motifs, which include the zinc finger, leucine zipper, helix-loop-helix, helix-turn-helix and homeobox domains5, 6.
The homeobox gene family plays fundamental roles in embryonic pattern formation and morphogenesis7–9. These genes were identified in mammals and vertebrates based on sequence homology to the genes of the Drosophila HOM-C complex8, 10, 11. In humans, the homeobox complex comprises 39 genes arranged in four separate chromosomal clusters; HOX A, B, C and D 12–14 – together into various subfamilies based on their functional and structural characteristics, and these subfamilies are essential for the control of specific aspects of cellular growth and differentiation14.
Homeobox genes play major roles in controlling extraembryonic development of the placenta. Studies of homeobox genes in the human placenta initially focused on identifying homeobox genes expressed in the normal placenta and in trophoblastic cancers9, 15, 16. Subsequently, we and others identified human homeobox genes DLX3, DLX4, GAX, ESX1L and HLX, which play crucial roles in embryogenesis and organogenesis, as potentially important in normal and pathological human placental development17–26. We showed HLX expression is primarily in proliferating cytotrophoblast cell types and in mesenchymal stem/stromal cells during placental development25, 27 and that HLX expression decreases in human idiopathic fetal growth restriction20. In cell culture models, we showed that HLX regulates trophoblast cell migration28. Targets of HLX included genes involved in cell cycle regulation and other aspects of proliferation29.
Homeobox gene DLX4 functional studies revealed this gene was a regulator of trophoblast cell apoptosis and had a potential role in epithelial-mesenchymal transition26, 30. With regard to homeobox gene DLX3, we showed its expression was localised to nuclei of proliferating villous and extravillous cytotrophoblast cells, as well as in nuclei within the syncytiotrophoblast layer in the human placenta17. DLX3 target genes are associated with trophoblast differentiation, including GATA2 and PPARG that encode GATA binding protein 2 and peroxisome proliferator-activated receptor γ respectively31, CGB, the beta subunit of hCG18, 32, and 3-βHSD18, 32. Finally, we and others have identified likely direct or indirect target genes downstream for homeobox genes that are involved in the regulation of endothelial functions33.
Whilst studies are progressing on growth factor regulation of homeobox genes and target gene identification in normal and pathological human placental development, our understanding of how external or environmental factors regulate homeobox gene expression in extraembryonic tissues, most likely via epigenetic mechanisms, is manifestly inadequate. We previously showed that DNA methylation (the most widely studied epigenetic process) is dynamic during placental development, with genome-scale changes in methylation patterns between first and third trimester placenta34. Many studies have now investigated the association between DNA methylation and placental function, including the potential role as a mediator of placental dysfunction in adverse pregnancy outcomes of preeclampsia, gestational diabetes and intra uterine growth restriction35. Thus epigenetic modifications can regulate families of genes in the placenta during gestation. DNA methylation is one mechanism by which HOX gene expression is modulated, with several HOX gene loci showing tissue-specific DNA methylation patterns36, 37. Indeed, the HOX family of genes are more likely to show tissue-specific DNA methylation profiles compared with non-developmentally essential genes38.
In this study, we took a gene family-specific approach to determine the role of DNA methylation in regulating homeobox genes during placental development. Specifically, we identified homeobox genes showing an inverse relationship between DNA methylation and gene expression status from first to third trimester. Such genes are candidates for epigenetic regulation during placental development. Determining the temporal, epigenetic control of homeobox gene expression during placental development could provide insights into the function of these genes in placentation and in adverse pregnancy outcomes.
Results
Identification of differentially methylated homeobox family genes in the placenta across gestation
The 35 HOXA-D family genes are located in four clusters on chromosomes 2, 7, 12 and 17, and are covered by 85 probes on the Infinium 27 K methylation array. Additionally we were interested in other genes containing the homeo-box, based on previous associations with placental function or fetal development. The output of the HM27 array consists of a beta value with a range from 0–1, representing 0–100% methylation. Each probe (of the roughly 27,000) on the HM27 array, targets an individual CpG site in the genome, with the array designed in such a way that on average, each gene is targeted by 2 probes (with a range between 1 to >20 probes for certain genes). Using previously published methylation data34 (GEO31781) in 18 first, 10 second and 14 third trimester placentae we observe that for the most part HOX genes do not show change in methylation during gestation (Figs 1 to 4). HOXA and HOXB clusters contained several differential CpG sites (Figs 1 and 2), while HOXC and D clusters did not contain any (Fig. 3 and 4). Furthermore, we extended our analysis to profile HOX genes outside the HOXA-D families, and found that the majority of homeobox gene promoters show low methylation at first trimester, and remain hypo-methylated throughout gestation (Figure S1). Homeobox genes for which expression is potentially regulated by promoter DNA methylation were identified as those that showed a change in methylation (delta beta (Δβ) > 0.1; p < 0.05) from first trimester to term. Two genes, HOXB9 and MSX1 (represented by 3 probes), showed a significant loss of methylation (Figures S1 and S2). In contrast, five genes (DLX5, TLX1, HOXA10, TGIF and HOXB6) showed increases in methylation over gestation (Figure S1). The most compelling finding was DLX5, which was represented by 5 probes that all showed the same trend towards increasing methylation with gestational age (Table S1).
DLX5 gene body methylation is associated with gene repression
The DLX5 gene was covered by 18 probes on the array, of which 6 probes showed significant increases in methylation from the first to third trimester (Fig. 5). The sites of differential methylation were spread over exon 2 and 3 of DLX5, and stretch across a region of about 1.7 kb. In order to determine the accessibility of this region, we looked at publically available ENCODE DNAseI tracks on the UCSC genome browser (Fig. 5). Representative DNAseI intensities are shown for several cell lines and primary cells. As expected, all tracks show open chromatin at the promoter region, and several show DNAseI signal within the identified differentially methylated region (DMR). This comparison indicates that DNA methylation change is occurring at a possible regulatory region.
Relationship between homeobox gene methylation and expression in placenta tissue throughout pregnancy
DNA methylation changes (Δβ) from first to third trimester were plotted against fold expression change during the same gestation period. Expression changes were measured for 13 genes using real-time PCR. Overall, increasing gestation was associated with a loss of homeobox gene expression, with 11 out of 13 homeobox genes showing lower expression in the third trimester (Fig. 6). For most genes, loss of expression was not associated with an increase in DNA methylation (Fig. 6A and B), suggesting that DNA methylation is not the primary mechanism of regulating expression of these genes. Only three genes (TLX1, HOXA10 and DLX5) showed a reciprocal gain of methylation with decreasing expression over time (Fig. 6A) suggesting a role for DNA methylation in gene regulation. Interestingly, for each of TLX1, HOXA10 and DLX5, methylation increased progressively over gestation, with second trimester showing an intermediate level of methylation to that of first and third trimester villi (Fig. 6C). In order to confirm that the DNA methylation changes observed at the HM27 CpG probes were representative of the surrounding region, we used published HM450 array data on 5 first and 10 third trimester placentas, from an unrelated cohort (GSE49343)39. We show that the HOXA10 differential probe is in a DMR with 5 CpG sites showing increased methylation over gestation (Figure S3). The DLX5 probes are in a large DMR containing 12 differential CpG probes (Figure S4) and the TLX1 probes are in a region containing 4 differential CpG probes (Figure S5). The change in expression of DLX5, TLX1 and HOXA10 across gestation was investigated by quantitative RT-PCR on first, second and third trimester placental villi (Fig. 6D). These analyses showed a significant decrease in expression of all three genes in second trimester and third trimester placentae compared with first trimester placental tissues (Fig. 6D).
DLX5, HOXA10 and TLX1 are localised in the nuclei of the syncytiotrophoblast of the first-trimester and term placentae
The DNA methylation and gene expression data suggest a progressive silencing of DLX5, TLX1 and HOXA10 expression in placental villi during gestation. We therefore sought to determine the specific cell compartments to which these proteins are localised. Figure 7A demonstrates that DLX5, HOXA10 and TLX1 protein was localised primarily to the nuclei of syncytiotrophoblast in both first-trimester (Panel A–C) and term placental tissues (Panel D–F). Weaker expression of these genes was also detected in the villous stroma. Non-immune rabbit IgG was used as a negative control (Panel G) and CK7 was used as a positive control (Panel H). Figure 7I shows the quantitative analysis of the staining intensity for DLX5, HOXA10 and TLX1. The staining intensity was significantly decreased in term placental tissues (n = 5) for all three candidate proteins compared with first-trimester placentae (n = 5).
Functional role of DLX5, HOXA10 and TLX1 in primary term trophoblasts
Figure 8 demonstrates the functional role of DLX5, HOXA10 and TLX1 in trophoblast proliferation, differentiation and apoptosis following treatment of cultured trophoblasts with specific siRNAs. Gene specific siRNA treatment of trophoblasts significantly decreased DLX5 (Fig. 8A), HOXA10 (Fig. 8D) and TLX1 (Fig. 8G) relative to 18S rRNA compared with siCONT (scrambled control) treated cells (n = 4 independent experiments, p < 0.05). Functional analyses of trophoblasts demonstrated a reduction in cellular proliferation following treatment with siDLX5 (Fig. 8B), or siHOXA10 (Fig. 8E), or siTLX1 (Fig. 8H) compared with siCONT treated trophoblasts (n = 4 independent experiments, p < 0.05). Furthermore, CGB, ERW-1 (Syncytin-1) and TP53 mRNA were also significantly increased following treatment with siDLX5 (Fig. 8C), or siHOXA10 (Fig. 8F), or siTLX1 (Fig. 8I) compared with siCONT treated trophoblasts suggesting that markers of trophoblast differentiation and apoptosis are direct or indirect targets of DLX5, HOXA10 and TLX1.
Discussion
In this study, we report differential methylation of homeobox genes in the human placenta across gestation. Interestingly, our data reveal that the majority of homeobox gene promoters are hypo-methylated during the first trimester and remain so throughout gestation (Figs 1 to 4 and S1). This indicates that many homeobox gene promoters remain open, allowing the induction of these genes in the placenta at all stages of pregnancy. This may be important, as throughout gestation the placenta must maintain its fundamental roles of active nutrient transport between the maternal and fetal circulations, protecting the fetus from maternal immune rejection, and producing and secreting hormones and growth factors. Homeobox genes have been implicated in regulating these processes. Nevertheless, expression analysis shows that all but two genes have loss of expression over gestation, indicating that expression of homeobox genes peaks in the first trimester (Fig. 6).
We previously showed wide-spread changes in genome-wide promoter methylation in the human placenta over gestation34. Overall promoter methylation alone was predictive of gestational age, and several hundred promoters showed significant DNA methylation changes between first and third trimester. A general increase in promoter methylation was observed, suggesting that early gestation is associated with a higher capacity for gene induction. In this study, we sought to investigate the role of DNA methylation in controlling homeobox gene expression in the placenta throughout gestation.
Several homeobox genes became increasingly methylated during gestation, with one or more HM27 probes showing differential methylation. We chose to further explore the role of three genes, DLX5, HOXA10 and TLX1, in placental function, based on significant change in DNA methylation at these genes (Table S1), and an inverse correlation between DNA methylation and level of expression over gestation. The largest DMR was found within the gene body of the homeobox gene DLX5 (distal-less homeobox 5), with 5 CpG sites within the region showing progressively higher expression in 2nd and 3rd trimesters compared to first trimester villi (Fig. 5). This change in methylation correlated with decreased DLX5 transcription (Fig. 6A). The specific role of DLX5 in the human placenta, and the purpose of increased DLX5 methylation during gestation are not yet known. In a recent study of known and putative imprinted genes in the human placenta, the transcription factor DLX5 was one of 10 genes that could discern between newborn neurobehavioural profiles deduced from the Network Neurobehavioural Scales40. These data suggested that control of DLX5 expression in the placenta by methylation may be important for neurobehavioural development. Although the relationship between gene body DNA methylation and gene expression control is not always easy to deduce, it is becoming increasingly clear from numerous sources that many gene enhancer elements in the introns of genes can interact with promoters to regulate gene transcription. Based on publically available ENCODE DNAseI tracks, we show that the 1.7 kb region with increased DNA methylation within the DLX5 gene is associated with open chromatin. Therefore, DLX5 gene body methylation may be located at a regulatory element of the gene, which requires further investigation (Fig. 5).
Another potential role for DLX5 methylation may be in regulating stem cell function. The murine homologue, Dlx5, plays a crucial role in the commitment of bone marrow mesenchymal stem cells (MSCs) into osteoblasts and adipocytes41. In the human placenta, we showed that DLX5 is localised to nuclei of cells within the predicted vascular niche of chorionic mesenchymal stem/stromal cells (CMSC). Furthermore, DLX5 nuclear expression was also detected in cultured first trimester CMSC, and there was a qualitative decrease in DLX5 expression in cultured, term CMSC. Cultured CMSC are capable of differentiating into the mesenchymal lineages including osteoblasts and adipocytes27. In a recent study, evidence was provided that DLX5 is a regulator of human bone marrow MSC osteogenic differentiation and that DLX5 expression was not associated with a change in DNA methylation level. The authors concluded that the low to partial level of methylation at the CpG island is consistent with the ability of the gene to be induced42. Due to the approach used, the authors of that study were only able to interrogate a region of 150 bp, while the distribution of the probes on the HM27 platform allowed us to identify that the DMR is about 1.7 kb in length. At the 5′ end of the CpG Island the methylation level was indeed low and showed only a slight increase in methylation, while at the 3′ end, the methylation change was higher.
Two other genes - HOXA10 and TLX1 also showed a significant decrease in RNA expression in second trimester and third trimester placentae compared with first trimester placentae (Fig. 6C), accompanied by higher DNA methylation (Fig. 6D). The concordant change in DNA methylation and gene expression indicated that these genes are regulated during gestation, and may have roles in placental development and function. Next, we determined that within the placental villi, DLX5, HOXA10 and TLX1 protein were localised primarily to the nuclei of syncytiotrophoblast, as well as in stromal cells of both first-trimester and term placentae. Nuclear localisation was consistent with DLX5, HOXA10 and TLX1 acting as nuclear transcription factors (Fig. 7). Furthermore, a decrease in the staining intensity for DLX5, HOXA10 and TLX1 protein was observed using immunohistochemical analysis of term placental tissues compared with first trimester placentae (Fig. 7I). This data, were consistent with the decreased mRNA expression and associated increased DNA methylation across gestation for the candidate genes (Fig. 6C and D). The localisation of these genes to the syncytiotrophoblast later suggests that their decreased expression influences the function of the syncytiotrophoblast, or in the differentiation of trophoblasts.
By using siRNAs specific for DLX5, HOXA10 and TLX1, we showed that down-regulation of these genes in primary trophoblasts leads to loss of proliferation, and an increase in mRNA expression of differentiation markers, such as ERVW-1 (Fig. 8). This suggests that loss of these proteins is required for proper syncytiotrophoblast development during gestation. Interestingly, loss of these genes at the second trimester stage onwards, correlates well with the reported increase in ERVW-1 expression in the second and third trimester, relative to early pregnancy43. In conclusion, our studies demonstrated that the homeobox gene methylation and their transcription are important for normal placental development. Furthermore, it is important to determine whether the increased DLX5, TLX1 or HOXA10 methylation and decreased transcription observed during normal placentation are altered in placental pathologies.
Methods and Materials
Collection of placental tissues
First trimester placentae (6–12 weeks gestation) were obtained following elective terminations of pregnancy. Term placentae (37–42 weeks gestation) were obtained from uncomplicated pregnancies within 30 min of vaginal or Caesarean delivery. All patients provided written informed consent. Ethical approval was granted by the Committee on Clinical Investigation, Broussais Hospital (Paris, France), North West Local Research Ethical Committee, St. Mary’s Hospital (Manchester, UK), Auckland Medical Aid Centre (AMAC), Auckland (New Zealand) and with the approval from the Northern Health and Disability Ethics Committee (NTX1206067AM05), CYWHS Human Research Ethics Committee (REC2249/2/13) North Adelaide Australia, Monash Health Human Research and Ethics Committee (Clayton, Melbourne) and The Royal Women’s Hospital Human Research and Ethics Committee (Melbourne, Australia) and the study was performed in accordance with the relevant guidelines and regulations. Villous tissue was randomly sampled and snap frozen for RNA and DNA extractions. For immunohistochemical analyses villous tissue was washed in PBS, fixed in neutral buffered formalin (4% (v/v)) for 24 h and embedded in paraffin wax. In total 18 first, 10 second and 14 third trimester villous samples were used for HM27 array analysis. For gene expression and immunohistochemical analysis, 12 first, 4–6 second and 6 third trimester villi preparations were used. For isolation of villous cytotrophoblasts, term placentae were collected from Caesarean delivery of uncomplicated pregnancies (n = 4).
DNA extraction
DNA was extracted as previously described34, 44–46. Tissue samples were incubated at 50 °C overnight with shaking in DNA extraction buffer (100 mM NaCl, 10 mM Tris-HCl (pH 8.0), 25 mM EDTA, 0.5% (w/v) SDS), containing 200 mg/ml proteinase K. DNA was isolated by two rounds of phenol: chloroform extraction, followed by RNAse A treatment. DNA was precipitated in absolute ethanol containing 10% (v/v) sodium acetate (3 M, pH 5.2), and resuspended in 100 ml nuclease-free water (Ambion, Austin, TX, USA). DNA was stored at −20 °C until needed.
DNA methylation array analysis
We previously performed genome-scale DNA methylation analysis on 18 first (8–12 weeks), 10 second (17–24 weeks) and 14 third trimester placental (34–41 weeks) samples, using the Illumina Infinium Human-Methylation27 BeadChip (HM27)34. For this study, data were exported from Gene Expression Omnibus, accession number GSE31781 to analyse the methylation status of homeobox genes. Methylation values for specific homeobox genes were extracted and analysed for significant changes using R (https://cran.r-project.org/) and Excel.
Gene expression analysis by quantitative real time PCR (RT-PCR)
Relative quantitation of mRNA in placental tissues was performed in an ABI Prism 7500 using Applied Biosystems inventoried assays (Foster City, CA, USA). The assay mix consisted of unlabelled PCR primers and a TaqMan FAM-labelled MGB probes for DLX5 (Hs01573641_mH); HOXA10 (Hs00172012_m1); TLX1 (Hs00271457_m1); CGB (Hs01668436_g1); syncytin-1/ERVW-1 (Hs01926764_u1) and TP53 (Hs01034249_m1), (Thermo Fisher Scientific, Waltham, MA, USA). Gene expression relative to 18S rRNA (4319413E, VIC/MGB probe, primer limited, Thermo Fisher Scientific, Waltham, MA, USA) was calculated according to the 2−ΔΔCT method47. In total n = 5 first trimester, n = 3 second trimester and n = 2 third trimester samples were profiled for gene expression of a panel of genes. Additionally, DLX5, HOXA10 and TLX1 expression were confirmed in additional n = 12 first, n = 4 second and n = 4 third trimester samples.
Immunohistochemistry
Sections (5 µm) of wax-embedded placenta were deparaffinised in Histoclear and alcohol and microwaved at full power for 10 min in sodium citrate buffer (0.01 M; containing 0.05% (v/v) Tween 20, pH 6.0) to facilitate antigen unmasking. After cooling for 20 min, sections were washed in distilled water and endogenous peroxide activity was quenched by incubation with 3% (v/v) hydrogen peroxide at room temperature for 10 min. Tissue sections were washed (3 × 5 min) in 0.05 M Tris buffered saline (TBS) and blocked with 5% (w/v) BSA in TBS for 30 min. Primary antibodies, diluted to the required concentration with 5% (w/v) BSA solution [rabbit polyclonal DLX5 EPR4488 antibody 1:500, HOXA10 Ab191470 antibody, 1:750 and TLX1 Ab78498 antibody (Abcam, Cambridge, UK); mouse monoclonal cytokeratin-7 antibody 1:100 (Dako, Glostrup, Denmark) and control rabbit IgG (concentration matched, Sigma-Aldrich, St Louis, MO, USA)] were applied to the tissue sections, which were incubated overnight at 4 °C in a humidity chamber. Slides were washed in TBS (3 × 5 min) and the secondary antibodies, diluted in TBS (biotinylated rabbit anti-goat IgG 1:500; biotinylated goat anti-mouse IgG 1:200, Dako, Glostrup, Denmark), were applied for 30 min at room temperature. Slides were washed again (TBS; 3 × 5 min) and incubated with avidin peroxidase (5 μg/ml; Sigma-Aldrich, St Louis, MO, USA) for 30 min at room temperature. After further TBS washes (3 × 5 min), tissue sections were incubated with 0.05% (w/v) 3,3′-diaminobenzidine (DAB) and 0.015% (v/v) hydrogen peroxide (Sigma-Aldrich, St Louis, MO, USA) and colour development was monitored under a light microscope. Slides were washed in distilled water, counterstained with hematoxylin, rehydrated in alcohol and Histoclear, and mounted in DPX (Sigma-Aldrich, St Louis, MO, USA) for imaging with a Leitz Dialux22 light microscope (Stuggart, Germany). All tissue sections were incubated with DAB for the same length of time so that comparisons could be made between individual samples, and all slides were stained in a single run to eliminate inter-experimental variations in staining intensity. Exposure times and background colour were matched at image capture. The intensity of staining was calculated using the AxioVision software (Carl Zeiss, Oberkochen, Germany) from five fields of view of each placental section and the results are expressed as the mean pixel density (in arbitrary units).
Villous cytotrophoblast isolation, culture and siRNA treatment
Villous cytotrophoblasts (VCTs) were prepared from placentae obtained from uncomplicated term pregnancies as described previously31. Briefly, VCTs were enriched by differential sequential trypsin digestion and the use of a Percoll gradient (20–60%). VCTs were plated at a density of 1.0 × 104 cells/cm2 in 6-well tissue culture plates using DMEM supplemented with 10% fetal bovine serum (FBS), 2 mM glutamine, 100 µg/mL streptomycin, 100 IU/mL penicillin. The purity of VCT cultures was characterised by positive staining for CK7 (95% positive cells) and by microscopic observation of cell aggregates and syncytiotrophoblast formation at 48 to 72 hours. VCT were seeded at a density of 0.5 × 105 cells/well in 24-well plates and transfected with Thermo Fisher Scientific (Waltham, MA, USA) DLX5 siRNA (siDLX5) or HOXA10 siRNA (siHOXA10) or TLX1 siRNA (siTLX1), using the HiPerFect transfection reagent (Qiagen, Hilden, Germany). The optimum siRNA: HiPerFect ratio and incubation time for the culture was determined to be 1:6 and 72 h, respectively (data not shown). Negative control siRNA (siCONT) used in these experiments consisted of an enzyme-generated pool of oligonucleotides (15–19 base pairs) that showed no DNA sequence similarity to any known human gene (AllStars Neg. siRNA AF 488, Qiagen, Hilden, Germany)31. At the end of the incubation, the cells were collected for analysis of gene expression for DLX5, HOXA10, TLX1, and trophoblast differentiation markers CGB, ERVW-1 and apoptosis marker, TP53.
Cell proliferation assay
VCTs were grown in 96-well plate (2 × 104 cells/well, Corning) for 24 h. Following siDLX5/siHOXA10/siTLX1 or siCONT treatment of trophoblasts, the proliferation potential of cells was determined using the CellTiter 96® AQueous One Solution Cell Proliferation assay (Promega Corporation, Madison, WI, USA) and the absorbance at 490 nm was recorded using an ELISA plate reader (SpectraMax i3).
Statistical analyses
A p-value of <0.05 was considered statistically significant. The LIMMA package was used for HM27 DNA methylation analysis, and probes were considered significant based on an adjusted p-value (Benjamini correction).
Electronic supplementary material
Acknowledgements
B.N. was supported by a National Health and Medical Research Council (NHMRC, Australia) C.J. Martin Early Career Fellowship (GNT1072966), R.S. by a NHMRC Senior Research Fellowship (GNT1045161) and CTR by a NHMRC Senior Research Fellowship (GNT1020749). The Murdoch Childrens Research Institute is supported by the Victorian Government’s Operational Infrastructure Support Program. P.M. was supported by NHMRC Project Grant #509140.
Author Contributions
B.N. performed methylation experiments and analysis, and wrote the draft manuscript. P.M. and R.S. designed the study and wrote the manuscript. L.K.H., J.J. and C.T.R. contributed to sample collection, gene expression and immunohistochemical analyses and edited the manuscript. H.E.J.Y., B.K., P.R.E. and E.M.W. contributed to data interpretation and to manuscript editing. T.F. and D.E. isolated different trophoblast cell populations, helped in data interpretation and manuscript preparation. All authors approved the final version of the manuscript.
Competing Interests
The authors declare that they have no competing interests.
Footnotes
Electronic supplementary material
Supplementary information accompanies this paper at doi:10.1038/s41598-017-04776-5
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