- Open Access
Decreased expression of cell proliferation-related genes in clonally derived skin fibroblasts from children with Silver-Russell syndrome is independent of the degree of 11p15 ICR1 hypomethylation
© Heckmann et al.; licensee Biomed Central. 2015
- Received: 16 October 2014
- Accepted: 16 December 2014
- Published: 22 January 2015
The in vitro analysis of the hypomethylation of imprinting control region 1 (ICR1) within the IGF2/H19 locus is challenged by the mosaic distribution of the epimutation in tissues from children with Silver-Russell syndrome (SRS). To exclude mosaicism, clonal cultures of skin fibroblasts from four children with SRS and three controls were analyzed. Cell proliferation, IGF-II secretion, and IGF2 and H19 expression were measured, and a microarray expression analysis was performed.
Single-cell expansion established severely ICR1 hypomethylated clones (SRShypo) and normomethylated clones (SRSnormo) from the patients and controls (Cnormo). IGF2 expression was below the detection limit of the quantitative real-time PCR (qRT-PCR) assay, whereas H19 expression was detectable, without differences between fibroblast clones. Cell count-related IGF-II release was comparable in SRShypo and Cnormo supernatants. Cell proliferation was diminished in SRShypo compared to Cnormo (p = 0.035). The microarray analysis revealed gene expression changes in SRS clones, predicting a decrease in cell proliferation and a delay in mitosis.
The analysis of severely ICR1 hypomethylated clonal fibroblasts did not reveal functional differences compared to normomethylated clones with respect to IGF2 and H19 expression. A difference compared to the clones from healthy individuals was present in the form of a lower proliferation rate, presumably due to impaired cell cycle progression.
- Silver-Russell syndrome
Silver-Russell syndrome (SRS, OMIM 180860) is a sporadic, clinically, and genetically heterogeneous disorder characterized by severe intrauterine and postnatal growth failure, a typical triangular face, asymmetric growth of the body, relative macrocephaly, and underweight . SRS is basically associated with two different epigenetic defects. Approximately every tenth SRS patient inherits both copies of chromosome 7 from the mother (maternal uniparental disomy 7, matUPD7), though the biological mechanism by which matUPD7 causes the phenotype remains unclear. The other approximately half of SRS patients carry a hypomethylation of the paternal imprinting center region 1 (ICR1) on chromosome 11p15; these patients exert the most severe phenotype. The hypomethylation is of different severity in individual patients, individual tissues, and even individual cells of the same patient , indicating a mosaic distribution. Additionally, an association with the hypomethylation of other imprinted loci, called multilocus imprinting defect, has been observed in approximately 10% of SRS patients with ICR1 hypomethylation on 11p15 [3-6].
The expression of the genes IGF2 and H19 is allele-specific due to imprinting. ICR1 on 11p15 controls the expression of the imprinted genes IGF2 and H19. Physiologically, H19 is only expressed from the maternal unmethylated allele, whereas IGF2 is only expressed from the fully methylated paternal allele. It is thought that hypomethylation of the paternal ICR1 allele might result in the reduced production of the important fetal growth factor IGF-II . In contrast, hypermethylation on the maternal allele in Beckwith-Wiedemann syndrome might result in increased IGF-II production and a predisposition toward tumor growth . H19 encodes a capped, spliced, and polyadenylated noncoding 2.3-kb RNA with unclear function [9,10]. H19 is highly expressed from the early stages of embryogenesis to fetal life in many organs including the fetal adrenal, liver, and placenta tissues but is nearly completely downregulated postnatally .
IGF-II is the essential growth factor for intrauterine growth. IGF2 knockout mice showed impaired growth kinetics and nearly 36% loss of weight in comparison to wild-type animals . Children with SRS and ICR hypomethylation had normal or even high serum IGF-II levels , which may be explained by the biallelic hepatic expression of IGF-II after birth.
Two miRNAs are expressed from the IGF2/H19 locus: miR-675 embedded within the first exon of H19 [14-17] and miR-483 derived from the second intron of IGF2 . miR-483 was found to be co-expressed with IGF2 in tumors  and was identified as a possible regulator of IGF1 expression in human natural killer cells . In keratinocytes, the accumulation of miR-483-3p blocks cell cycle progression via the direct repression of CDC25A and the subsequent disassembly of CCND-CDK4/6 . It has been hypothesized that the two miRNAs expressed from the IGF2/H19 locus may contribute to the etiology of SRS.
The first study on ICR1 hypomethylation in SRS reported a decreased IGF2 expression in skin fibroblasts from SRS children with severe ICR1 hypomethylation . However, we recently did not observe a significant correlation between ICR1 hypomethylation and IGF2/H19 expression in skin fibroblasts from children with SRS , though the ICR1 hypomethylation of these skin fibroblasts was significantly milder than in the blood leukocytes of the same patients and milder than in the patients studied by Giquel et al. . Furthermore, the body asymmetry of these children with SRS was not related to the degree of hypomethylation in the skin fibroblasts collected from the two differently growing arms.
Here, we expand our in vitro analysis of skin fibroblasts from patients with SRS to monoclonal cultures with severe ICR1 hypomethylation. In addition to analyzing cell proliferation rates, we studied the expression of IGF2, H19, and miRNAs originating from the IGF2/H19 locus in normo- and severely hypomethylated clones. In addition, we performed gene expression profiling by a microarray analysis and compared the results with healthy controls.
Clone selection by methylation profiling
Analysis of the methylation at the imprinting center region 1 ( ICR1 ) and ICR2 on 11p15 in clonal fibroblasts
ICR1 methylation (mean; M1–M4)
ICR1 methylation (single methylation sites)
0 ± 0
0 ± 0
0 ± 0
1 ± 1
0 ± 0
50 ± 3
0 ± 0
0 ± 0
0 ± 0
1 ± 0
0 ± 0
52 ± 6
0 ± 0
1 ± 0
0 ± 0
1 ± 1
0 ± 0
45 ± 3
1 ± 1
0 ± 0
0 ± 0
1 ± 1
2 ± 2
42 ± 7
1 ± 2
0 ± 0
0 ± 0
5 ± 2
0 ± 0
48 ± 2
1 ± 2
0 ± 0
0 ± 0
5 ± 2
0 ± 0
55 ± 5
2 ± 2
0 ± 0
0 ± 0
3 ± 1
5 ± 5
51 ± 4
8 ± 10
1 ± 1
0 ± 0
3 ± 1
28 ± 1
33 ± 3
39 ± 10
26 ± 8
2 ± 1
53 ± 3
46 ± 0
49 ± 1
33 ± 11
13 ± 2
32 ± 8
46 ± 7
41 ± 2
51 ± 3
30 ± 16
29 ± 3
29 ± 1
45 ± 5
47 ± 0
45 ± 7
43 ± 17
35 ± 6
19 ± 2
60 ± 12
60 ± 0
52 ± 5
55 ± 16
40 ± 3
37 ± 2
55 ± 7
86 ± 8
46 ± 2
45 ± 11
27 ± 4
41 ± 4
50 ± 4
64 ± 1
53 ± 3
44 ± 9
38 ± 2
41 ± 6
53 ± 2
54 ± 1
60 ± 3
39 ± 6
28 ± 4
46 ± 1
39 ± 1
44 ± 2
61 ± 5
44 ± 4
28 ± 2
45 ± 6
49 ± 1
43 ± 9
59 ± 6
Expression of IGF2 and H19
Expression of miR-483 and miR-675 and their targets
The two miRNAs of the locus, miR-483 and miR-675, were expressed at similar levels in all SRS fibroblast clones (Figure 2b). The expression of miR-675 was significantly higher in the Cnormo group than in the SRShypo or SRSnormo group (p < 0.005), and miR-483 showed a similar trend (p = 0.05; SRSnormo versus Cnormo). In the HepG2 control cell line, the amount of miR-675 was comparable to that in the SRS fibroblast clones, though the concentration of miR-483 was higher than in the SRS fibroblast clones.
The expression of the miR-675 target RB1 (retinoblastoma 1) was significantly increased in the SRShypo clones compared to the Cnormo clones (p = 0.007); a similar trend was observed for the expression of IGF1R (insulin-like growth factor 1 receptor) as well as for its ligand and miR-483 target, IGF1 (p = 0.043) (Additional file 1: Figure S1).
IGF-II release into the supernatant
Gene expression analysis
A group comparison (SRShypo, SRSnormo, and Cnormo) of the differentially regulated genes is shown in a clustering heatmap (Figure 4b). For confirming the microarray results, PRUNE2 (prune homolog 2) and IL6 (interleukin 6) expression was validated by qRT-PCR (Figure 4c,d). PRUNE2 expression was confirmed to be decreased in SRShypo (p = 0.017) but not in SRSnormo, and IL6 expression was confirmed to be increased in SRShypo (p = 0.009) but was not significant in SRSnormo.
Ingenuity Pathway Analysis (IPA) was performed on the expression changes between SRShypo and Cnormo and between SRSnormo and Cnormo. The canonical pathways that were negatively affected in the SRShypo and in the SRSnormo groups are shown in Additional file 2: Table S1. With respect to these pathways, the most highly activated upstream regulators identified by IPA were TP53 (tumor protein p53), CDKN1A (cyclin-dependent kinase inhibitor 1A, p21), and CDKN2A (cyclin-dependent kinase inhibitor 1A, p16). As these pathways are involved in cell cycle regulation, the changes found were predicted to decrease cell proliferation and increase the delay of mitosis (Additional file 2: Table S1).
Genes with the most severe change in expression
Differentially expressed genes in SRShypo, SRSnormo, and Cnormo
RefSeq transcript ID
Signal-induced proliferation-associated 1-like 2
Neural precursor cell expressed, developmentally down-regulated 4-like
NM_001144964 NM_001144965 NM_001144966 NM_001144967 NM_001144968
Protein C receptor, endothelial
Nuclear receptor subfamily 4, group A, member 2
FBJ murine osteosarcoma viral oncogene homolog B
Growth arrest and DNA-damage-inducible, beta
Cysteine and glycine-rich protein 2
Phosphotyrosine interaction domain containing 1
Coiled-coil domain containing 85A
In addition, SRShypo gene expression was compared to that of SRSnormo (FC > |3|), and PROCR (protein C receptor, endothelial) was the only gene found to be downregulated in SRShypo compared to SRSnormo (p = 0.009). The expression of CCDC85A (coiled-coil domain containing 85A), FOSB (FBJ murine osteosarcoma viral oncogene homolog B), and NR4A2 (nuclear receptor subfamily 4, group A, member 2) was all upregulated in the SRShypo group (p ≤ 0.04; Table 2).
In most of the known human imprinting disorders, the biological link between the epigenetic mutation and its biological and clinical manifestation remains missing. Indeed, the significant progress in the understanding of genetics and of clinical characteristics has not yet contributed to bridging the gap between the areas of genotyping and of phenotyping in imprinting disorders.
Hypomethylation of the paternal ICR1 of the IGF2/H19 locus on chromosome 11p15 is the most frequent finding observed in SRS. It is thought that this hypomethylation enables the binding of the insulator protein CTCF to the paternal allele. The physiological binding of CTCF to the maternal allele suppresses IGF2 expression and promotes H19 expression via the relocation of enhancer elements. Therefore, hypomethylation of the paternal allele is likely to introduce the same expression regulation to the paternal genome and, consequently, a decrease in IGF2 expression and an increase in H19 expression [23,24].
However, in our previous in vitro study on skin fibroblasts from children with SRS, this change in gene expression was not observed . This discrepancy between theory and the results obtained could have been caused by the mosaic distribution of hypomethylated cells in tissues from children with SRS and, particularly, by the comparatively low degree of hypomethylation in our skin fibroblast cultures . Indeed, the cellular dysfunction of cells with hypomethylation could be masked by the presence of a majority of normomethylated cells in the same culture.
Aiming to overcome this problem, we selected single cells and established clonal cultures of skin fibroblasts from children with SRS. The methylation analysis confirmed that the technique employed enabled the establishment of cell lines with severe ICR1 hypomethylation as well as with normomethylation. Furthermore, the degree of methylation did not change during passaging. In contrast to our hypothesis, IGF-II secretion and H19 expression did not reveal any difference between the hypomethylated and the normomethylated groups of SRS skin fibroblast clones, in concordance with the results from non-clonal fibroblast cultures in our previous study . Although IGF-II was detected by radioimmunoassay (RIA) in the supernatant of hypomethylated SRS clones and control clones at a comparable level after 7 days of culture, our qRT-PCR assay was not sensitive enough to reliably measure the very low amounts of IGF2 mRNA in these clones in comparison to a housekeeping gene.
In a very recent paper, Azzi et al.  reported on IGF2 expression in six non-clonal hypomethylated and one normomethylated skin fibroblast cell lines from patients with SRS. Although they found a relationship between IGF2 expression and methylation status within the group of SRS fibroblasts with a methylation index ranging from 0% to 45%, IGF2 expression in SRS fibroblasts was not significantly different from the control fibroblasts. This finding implies that the gene expression changes found were of minor severity; thus, the biological meaning is still unclear.
The expression of the miRNAs miR-483 and miR-675, both expressed from the IGF2/H19 locus, and of their potential targets varied between the SRS and control clones. In agreement with the expression of IGF2 and H19, miR-483 was expressed at a lower level than miR-675 compared to the HepG2 cell line. Overall, our in vitro data do not support the notion of a major role of these miRNAs in the etiology of SRS.
One can speculate that the relevant biological mechanisms in SRS linked to the IGF2/H19 locus are developmental stage-dependent and not traceable after birth. Within this context, the presence of the so-called multilocus methylation defects shown in 7% of SRS patients  or more [22,25] may have to be considered. In a previous study, multilocus methylation defects outside the 11p15 locus were found in two out of the four SRS patients reported here . The role of these additional methylation defects outside the IGF2/H19 locus in the pathogenesis of SRS is still undefined and needs further investigations. Our actual approach was not designed to estimate the effects of multilocus methylation defects.
After excluding a clear effect on gene expression of the ICR1 hypomethylated IGF2/H19 locus in SRS clones, we aimed to characterize the total expression of these fibroblast clones by microarray expression profiling. The gene expression profiles of the SRS and control clones were clearly different. We observed a greater degree of similarity between the two groups of SRS clones (hypomethylated versus normomethylated) than between each of these groups and the group of control clones derived from healthy patients. Interestingly, the pathway analysis of the SRS clones showed the aberrant expression of genes involved in cell proliferation, cell cycle control, and timing of mitosis. The data implicate a decreased proliferation of cells and an increased delay in mitosis in both SRShypo and SRSnormo fibroblast clones. In line with this genetic observations, our in vitro studies on these fibroblast clones revealed a slower cell proliferation of the tested ICR1 hypomethylated SRS clones compared to normomethylated control clones.
Specifically, genes of the “mitotic roles of polo-like kinase” pathway were exclusively downregulated in both the SRShypo and SRSnormo clones, genes of the FAK (focal adhesion kinase) pathway were downregulated only in the SRShypo clones, and genes of the pathways “cell cycle: G2/M DNA damage checkpoint regulation” and “cell cycle control of chromosomal replication” were downregulated in the SRSnormo clones. These global pathway changes were associated with the increased expression of genes in the signaling cascades of the upstream regulators TP53 and CDKN1A in SRS clones. GADD45B was more highly expressed in the SRS clones than in the controls. The encoded protein belongs to the p53-regulated downstream cascade, and its upregulation was found to arrest primary human fibroblasts at G2/M .
One limitation of our analysis is the lack of proliferation studies and studies on the IGF-II release from normomethylated SRS clones. These experiments were beyond the scope of our actual study. A second limitation is that patients and controls were not age- and sex-matched.
In conclusion, a group of severely ICR1 hypomethylated fibroblasts derived from single cells did not reveal differences from a group of ICR1 normomethylated fibroblasts with respect to IGF-II secretion and to IGF2, H19, and miR-483/675 expression. Interestingly, the normomethylated control clones proliferated faster than the ICR1 hypomethylated SRS clones. These functional findings were corroborated by gene expression changes in SRS cell clones, predicting decreased cell proliferation and delayed mitosis. Thus, a more complex network of genes might be involved in SRS-associated growth impairment than assumed thus far.
The protocol of this study was approved by the Ethics Committee of the Medical Faculty of Tuebingen. All SRS patients, healthy volunteers, and their parents provided written informed consent. The SRS patients were recruited in our endocrine clinic.
Clinical characteristics of the patients with Silver-Russell syndrome and 11p15 ICR1 hypomethylation
Duration of gestation [weeks]
Pubertal stage [Tanner stages]
Normal cognitive development
Establishment of clonal fibroblast cultures and cultivation of HepG2 cells
Skin biopsies of both arms were obtained from SRS patients (n = 4) and healthy volunteers (n = 3), as previously described . Primary fibroblast cultures (FC) were cultivated in RPMI (Invitrogen, Karlsruhe, Germany) supplemented with 10% fetal calf serum (FCS; Biochrom, Berlin, Germany) and 100 units/ml penicillin/streptomycin (Biochrom) and incubated in a 37°C humidified atmosphere containing 5% CO2.
Under microscopic control, single cells were picked from trypsinized FC after passages 4–8 and seeded into 96-well plates. Cell-free medium from the same well served as the negative control. The clonal fibroblasts were expanded and yielded suitable amounts of cells at passages 12–18. The hepatocellular carcinoma cell line HepG2, which is commonly implemented in studies of IGF2 signaling [19,27], was used as a technical control and cultured under the abovementioned standard conditions. The nomenclature of the cell clones refers to the patient or the control (S = SRS patient, K = control); to the arm where the skin biopsy was taken, in the case of SRS patients to the length of the arm (sh = short side, lo = long side) and in the case of the healthy controls to the site of the arm (li = left side, re = right side); and to the number of the specific clone.
Isolation of nucleic acids (DNA, RNA, miRNA)
DNA, RNA, and miRNA were isolated from clonal fibroblasts and HepG2 cells using the DNeasy Mini Kit or miRNeasy Mini Kit (Qiagen, Hilden, Germany), respectively. The concentrations of the nucleic acids were determined using a Nanodrop spectrophotometer (Thermo Scientific, Wilmington, DE, USA).
The methylation status of ICR1 in the IGF2/H19 locus (H19DMR) and of ICR2 in the KCNQ1 gene (KvDMR) was measured with MS-MLPA using the Salsa MS-MLPA kit ME030-C1 (MRC-Holland, Amsterdam, The Netherlands) . In brief, DNA was digested with a DNA methylation-sensitive enzyme (HhaI) specific for the CpG-containing sequence GCGC. Protected methylated DNA was subsequently ligated and PCR amplified. For each of the four investigated CpG sites (M1–4), a PCR product of a specific length surrounding the site was obtained. For each reaction, 200 ng of genomic DNA was used. The extent of methylation at a specific site (expressed in %) was calculated from reference PCR reactions for genomic sequences lacking a GCGC tetranucleotide and from a parallel reaction of the same, but undigested, genomic DNA sample.
MS-MLPA results for ICR1 methylation were validated by bisulfite sequencing. Bisulfite conversion of fibroblast-derived DNA from two clones (S1sh_8 and S5sh_11) was performed using the EZ DNA Methylation-Gold™ Kit (Zymo Research, Irvine, CA, USA). Primers flanking the methylation sites M1–4 in ICR1 were designed complementary to the bisulfite-converted sequence (SRSBSfor3, 5′-TTATGGGAATAGAGGGTTTG-′3, and SRSBSrev1, 5′-CCACTATCTCCCCTCAA-′3). The PCR conditions consisted of an initial period of denaturation at 95°C for 5 min, followed by 40 cycles of 30 s of denaturation at 95°C, 30 s of annealing at 57°C, and 1 min of extension at 72°C, and a final period of extension at 72°C for 6 min. Gel electrophoretic analysis of the PCR product revealed a band of 712 base pairs. The PCR products were subcloned into pGEM-T easy (Promega, Mannheim, Germany) and sequenced by Sanger sequencing (GATC, Konstanz, Germany).
After RNA extraction from fibroblast clones in the exponential growth phase of similar passages (P12–18), microarray gene expression analyses were performed using Affymetrix GeneChip HT HG-U219 PM 96-array plates at the Microarray Facility Tuebingen (MTF Services, Medical Genetics, Tuebingen, Germany). This array measures the expression of more than 36,000 transcripts and variants, representing more than 20,000 genes mapped through UniGene or via RefSeq v36 annotation. For this purpose, hypomethylated clones from patients (<10%, named SRShypo) and normomethylated clones from patients (30%–55%; named SRSnormo) as well as control fibroblasts (named Cnormo) were selected. For the analysis, 250 ng of total RNA was processed with the GeneChip IVT Express Kit (Part no. 901229) and hybridized to the GeneChip Human Genome U219 array plate with specific protocols for the use of GeneTitan Hybridization, Wash and Stain Kit for IVT Array Plates (P/N 901530). A GeneTitan instrument was used to hybridize, wash, stain, and scan the arrays. Affymetrix GeneChip Command Console 3.1 was used to control the process and to summarize the probe cell intensity data. The hybridization quality was checked with Affymetrix GeneChip Command Console and Expression Console™ 1.1 s.
Files containing a single intensity value for each probe region delineated by a grid on each array image were imported into Partek Genomics Suite (version 6.6, Partek, St. Louis, MO, USA) for probe set summarization and statistical analysis. A model based on Robust Multichip Analysis was performed as the method for probe set summarization to obtain a single intensity value representing the transcript abundance for each probe set and, thus, to enable comparisons between arrays by normalizing and logarithmically transforming the array data and stabilizing the variance across the arrays.
cDNA synthesis and qRT-PCR analyses and gene and miRNA expression analyses
Reverse transcription of total RNA was performed using the miScript RT PCR Kit (Qiagen). Mimics (miR-483-3p and miR-675-5p) used as standards for absolute quantification were reversely transcribed following the manufacturer’s instructions (Qiagen). For the determination of gene expression, qRT-PCR was performed with 2.5 ng reversely transcribed total RNA per sample. Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) and SNORD72 were used as the reference for cDNA normalization. The qRT-PCR reactions were performed with the following primers: IGF2for, 5′-CAGTGAGACCCTGTGCGGCG-′3; IGF2rev, 5′-TCCCTCTCGGACTTGGCGGG-′3; H19for, 5′-TGAGCTCTCAGGAGGGAGGATGGT-′3; H19rev, 5′-TTGTCACGTCCACCGGACCTG-′3; GAPDHfor, 5′-TGCACCACCAACTGCTTAGC-′3; GAPDHrev, 5′-GGCATGGACTGTGGTCATGAG-′3. QuantiTect Primer Assays (IGF1, IGF1R, RB, IL6, PRUNE), miScript Primer Assays (miR-483-3p, miR-675-5p), and the SYBR Green PCR Kit (Qiagen) were utilized. The amplifications were carried out in triplicate using a CFX96 cycler (Bio-Rad, Munich, Germany) with the following thermocycling conditions: 95°C for 15 min, followed by 40 cycles of 15 s at 94°C, 15 s at 55°C, and 30 s at 70°C for Primer Assays; or 95°C for 5 min, followed by 40 cycles of 15 s at 95°C, 15 s at 60°C, and 60 s at 72°C for the IGF2, H19, and GAPDH primers. Gene and miRNA expression was quantified relative to GAPDH or SNORD72, respectively, using the ddCt method.
Cell proliferation assay and IGF-II RIA
In 12-well plates, 2.5 × 103 clonal fibroblasts were cultured under standard conditions. After 1 (d1), 7 (d7), and 14 days (d14), proliferation of the plated cells was measured using MTT (Sigma-Aldrich). Briefly, plated clonal fibroblasts were incubated with 100 μl MTT for 4 h at 37°C, and 100 μl per well of 10% sodium dodecyl sulfate solution in 0.01 M hydrochloric acid was added. After overnight incubation at 37°C, the absorbance of the solubilized formazan crystals was measured (Victor, Perkin Elmer, USA). The mean values of two to three wells per culture were determined, and the experiments were performed with four different SRShypo clones (S1sh_12, S2lo_7, S2lo_1, S5sh_11) and three different Cnormo clones (K2li_17, K3li_3, K3re_12).
After 1 (d1), 7 (d7), and 14 days (d14) of culture, supernatants were collected to quantify IGF-II production and secretion by the clonal fibroblasts using RIA . The mean values of three wells per culture were determined, and the experiments were performed with two different SRShypo clones (S1sh_12, S5sh_11) and two different Cnormo clones (K3li_3, K3re_12). The IGF-II amount measured was corrected for the cell number by extrapolation using a standard curve.
The data are presented as the mean and standard deviation. The data from the qRT-PCR, protein, and proliferation assays were compared using the two-sided unpaired t test, and the microarray data were analyzed using ANOVA. A p value was calculated by evaluating the significance of the difference observed in the mean transcript abundance for each probe set between the SRShypo, SRSnormo, and Cnormo groups. When necessary, the p values were corrected for multiple testing with the 5% FDR-based method of Benjamini and Hochberg . A p value below 0.05 was considered statistically significant. The probe sets exhibited significant, greater than 1.5-fold, differences in mean transcript abundance among the described cultures. A hierarchical cluster analysis was performed with Qlucore Omics Explorer 3.0 (Qlucore AB, Lund, Sweden). Possible biological pathways and the inter-relationships between network genes in the subsets of candidate genes that had particularly interesting patterns were analyzed using IPA® (QIAGEN). The microarray data have been deposited at the NCBI Gene Expression Omnibus (accession number GSE61120).
We are thankful to the patients, control probands, and their parents for the participation in this study. We would like to thank Dr. Hans-Joachim Kirschner for support in the skin biopsy of the control probands. The study was partly supported by an independent research grant from Pfizer Germany to GB.
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