|Methylation defect in imprinted genes detected in patients with an Albright's hereditary osteodystrophy like phenotype and platelet Gs hypofunction.|
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|PMID: 22679513 Owner: NLM Status: MEDLINE|
|BACKGROUND: Pseudohypoparathyroidism (PHP) indicates a group of heterogeneous disorders whose common feature is represented by impaired signaling of hormones that activate Gsalpha, encoded by the imprinted GNAS gene. PHP-Ib patients have isolated Parathormone (PTH) resistance and GNAS epigenetic defects while PHP-Ia cases present with hormone resistance and characteristic features jointly termed as Albright's Hereditary Osteodystrophy (AHO) due to maternally inherited GNAS mutations or similar epigenetic defects as found for PHP-Ib. Pseudopseudohypoparathyroidism (PPHP) patients with an AHO phenotype and no hormone resistance and progressive osseous heteroplasia (POH) cases have inactivating paternally inherited GNAS mutations.
METHODOLOGY/PRINCIPAL FINDINGS: We here describe 17 subjects with an AHO-like phenotype that could be compatible with having PPHP but none of them carried Gsalpha mutations. Functional platelet studies however showed an obvious Gs hypofunction in the 13 patients that were available for testing. Methylation for the three differentially methylated GNAS regions was quantified via the Sequenom EpiTYPER. Patients showed significant hypermethylation of the XL amplicon compared to controls (36 ± 3 vs. 29 ± 3%; p<0.001); a pattern that is reversed to XL hypomethylation found in PHPIb. Interestingly, XL hypermethylation was associated with reduced XLalphaS protein levels in the patients' platelets. Methylation for NESP and ExonA/B was significantly different for some but not all patients, though most patients have site-specific CpG methylation abnormalities in these amplicons. Since some AHO features are present in other imprinting disorders, the methylation of IGF2, H19, SNURF and GRB10 was quantified. Surprisingly, significant IGF2 hypermethylation (20 ± 10 vs. 14 ± 7%; p<0.05) and SNURF hypomethylation (23 ± 6 vs. 32 6%; p<0.001) was found in patients vs. controls, while H19 and GRB10 methylation was normal.
CONCLUSION/SIGNIFICANCE: In conclusion, this is the first report of methylation defects including GNAS in patients with an AHO-like phenotype without endocrinological abnormalities. Additional studies are still needed to correlate the methylation defect with the clinical phenotype.
|Benedetta Izzi; Inge Francois; Veerle Labarque; Chantal Thys; Christine Wittevrongel; Koen Devriendt; Eric Legius; Annick Van den Bruel; Marc D'Hooghe; Diether Lambrechts; Francis de Zegher; Chris Van Geet; Kathleen Freson|
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|Type: Journal Article; Research Support, Non-U.S. Gov't Date: 2012-06-05|
|Title: PloS one Volume: 7 ISSN: 1932-6203 ISO Abbreviation: PLoS ONE Publication Date: 2012|
|Created Date: 2012-06-08 Completed Date: 2012-10-02 Revised Date: 2013-07-12|
Medline Journal Info:
|Nlm Unique ID: 101285081 Medline TA: PLoS One Country: United States|
|Languages: eng Pagination: e38579 Citation Subset: IM|
|Center for Molecular and Vascular Biology, University of Leuven, Leuven, Belgium.|
|APA/MLA Format Download EndNote Download BibTex|
Fibrous Dysplasia, Polyostotic / genetics*
GRB10 Adaptor Protein / genetics
GTP-Binding Protein alpha Subunits, Gs / genetics
Insulin-Like Growth Factor II / genetics
Nuclear Proteins / genetics
|0/GRB10 protein, human; 0/IGF2 protein, human; 0/Nuclear Proteins; 0/SNURF protein, human; 151441-47-3/GRB10 Adaptor Protein; 67763-97-7/Insulin-Like Growth Factor II; EC 3.6.1.-/GNAS protein, human; EC 184.108.40.206/GTP-Binding Protein alpha Subunits, Gs|
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS ONE
Journal ID (publisher-id): plos
Journal ID (pmc): plosone
Publisher: Public Library of Science, San Francisco, USA
Izzi et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Received Day: 25 Month: 11 Year: 2011
Accepted Day: 7 Month: 5 Year: 2012
collection publication date: Year: 2012
Electronic publication date: Day: 5 Month: 6 Year: 2012
Volume: 7 Issue: 6
E-location ID: e38579
PubMed Id: 22679513
Publisher Id: PONE-D-11-24022
|Methylation Defect in Imprinted Genes Detected in Patients with an Albright's Hereditary Osteodystrophy Like Phenotype and Platelet Gs Hypofunction Alternate Title:Imprinting Defect in PPHP|
|Annick Van den Bruel4|
|Francis de Zegher2|
|Chris Van Geet12|
1Center for Molecular and Vascular Biology, University of Leuven, Leuven, Belgium
2Departement of Pediatrics, University of Leuven, Leuven, Belgium
3Center for Human Genetics, University of Leuven, Leuven, Belgium
4General Hospital Sint Jan Brugge, Brugge, Belgium
5Vesalius Research Center, University of Leuven and VIB, Leuven, Belgium
|University of Bonn, Institut of experimental hematology and transfusion medicine, Germany
|Correspondence: * E-mail: email@example.com
Contributed by footnote: Conceived and designed the experiments: BI CVG KF. Performed the experiments: BI VL CT CW. Analyzed the data: BI. Contributed reagents/materials/analysis tools: DL. Wrote the paper: BI CVG KF. Provide clinical data about the patients studied: IF VL KD EL AVdB MD FdZ CVG.
Heterozygous inactivating mutations affecting the GNAS gene have been reported to cause Albright's Hereditary Osteodystrophy (AHO, MIM 300800), a complex and broad phenotype mostly characterized by short stature, obesity, round face, subcutaneous calcifications, brachydactyly and cognitive impairment –. Patients carrying GNAS loss-of-function mutations on maternally inherited alleles have pseudohypoparathyroidism type Ia (PHP-Ia, MIM 103580) that is characterized by AHO and resistance to multiple stimulatory G protein-coupled hormones (e.g. Parathormone (PTH) and others) –, while patients with paternally inherited GNAS mutations are reported as having only AHO features or pseudopseudohypoparathyroidism (PPHP) (Table 1) , , , . Progressive Osseous Heteroplasia (POH, MIM 166350) describes a severe disease characterized by ectopic bone formation that affects not only the subcutis, but also the skeletal muscle and the deep connective tissue. POH is considered as an extreme variant of PPHP that can be associated with some AHO features and is also caused by paternally inherited GNAS inactivating mutations (Table 1) . GNAS imprinting defects have extensively been described in pseudohypoparathyroidism type Ib (PHP-Ib, MIM 623233) patients ,  with hormone resistance to PTH and TSH only and having no AHO. However, recent studies have shown the presence of epigenetic GNAS defects in PHP-Ia patients without mutations in the GNAS coding region (Table 1) –. These findings suggest a reclassification of PHP-Ia and PHP-Ib patients as extreme ends of one heterogeneous group of GNAS (epi)genetic defects. The latter is further supported by the Gs functional overlapping between PHP-Ia and PHP-Ib recently reported, where Gsalpha hypofunction, determined either in isolated erythrocyte membranes or in platelets, has been detected also in patients with GNAS imprinting mutations, AHO features and hormone resistance , , . Gsalpha loss of function is also a finding in PPHP patients , , . However, despite the fact that large-scale studies showed an association between AHO phenotype and loss of Gs activity , –, only a small number of PPHP subjects have inactivating GNAS mutations. The severity of the AHO phenotype varies greatly between patients, and some patients have only few features of the syndrome.
Some clinical characteristics of AHO are also reported in imprinting syndromes Silver-Russell, Beckwith-Wiedemann, Prader-Willi and Angelman that are mainly characterized by defects in growth, behaviour and/or development. To further support the common soil of imprinting disorders, an ‘imprinting gene network’ that regulates embryonic growth and differentiation dependent on Zac-1 (also known as pleiomorphic adenoma gene-like 1 (PLAGL1)) regulation has been identified . A subset of imprinting genes has been found to influence growth progression via coordination of the glucose-regulated metabolism . Among those genes, together with GNAS also the IGF2/H19 cluster and the SNURF/SNRPN regions have been described to play a causative role in embryonic growth defects. DNA methylation defects involving imprinting control region 1 (ICR1) of the IGF2/H19 locus for which methylation abnormalities result in two growth disorders with opposite phenotypes: the overgrowth disorder Beckwith-Wiedemann syndrome  with maternal H19-ICR1 hypermethylation and the growth retardation disorder Silver–Russell syndrome  with paternal H19-ICR1 loss of methylation. Prader-Willi and Angelman syndromes  are distinct neurodevelomental disorders that are associated with the deletion of the chromosomal 15q11–13 region, loss of imprinting or uniparental disomy of chromosome 15. The SNURF/SNRPN region is hypermethylated in some Prader-Willi syndrome patients .
We here study the methylation of the growth regulatory imprinted genes GNAS (NESP, XL and ExonA/B amplicons), IGF2/H19 and SNURF in 17 patients with some typical AHO features that mainly include in common growth retardation and brachydactyly. Methylation studies of GRB10 are also performed, as the imprinting of this gene is not actually linked to growth regulation but rather to behaviour . All 13 patients that were available for platelet Gs testing showed a significant platelet Gs hypofunction but they did not carry GNAS coding mutations.
Verbal informed consent to collect blood samples for advanced non-routine diagnostic procedures was obtained from the participants and/or their legal representatives. This strategy is in agreement with the Belgian Law and local regulations and was specifically approved for this study by the Ethics Committee of the Katholieke Universiteit Leuven- University of Leuven. The Ethics Committee of the Katholieke Universiteit Leuven- University of Leuven, also waived the need for formal approval by the ethical review board.
Patients enrolled in this study were followed at or referred to the pediatric endocrinology department of the University Hospital in Leuven (Belgium).
Patients were selected based on having AHO features, mostly with severe short stature, mental retardation or behavioural problems, clinodactyly or short metacarpals. Few patients also showed obesity and none of them presented with subcutaneous calcifications. One patient (patient 5) showed heterotopic ossifications, and was diagnosed with Progressive Osseous Heteroplasia , . Other clinical characteristics were also present and are reported in Table 2. None of the patients had abnormal PTH, calcium or phosphate values.
The platelet aggregation-inhibition test was performed as described –. Samples were processed within 3 hours after blood drawing. Different concentrations of a Gs agonist being prostaglandin E1 (PGE1, Prostin®; 0−1 μg/ml; Pfizer Inc., NY, USA) or the stable prostacyclin analogue Iloprost (Ilomedine® 0−5 ng/ml; Bayer Schering Pharma AG, Berlin, Germany) were added one minute prior to induction of aggregation with collagen (2 µg/ml). The 50% inhibitory concentration (IC50) was evaluated for each Gs agonist from the patient's response curve and compared to the mean IC50 measured on platelets of a group of controls (n = 24) for the same agonist .
DNA was extracted from leukocytes from all patients. Exons 1 to 13 of GNAS were amplified and sequenced using conditions previously described . The presence of STX16 deletions was investigated as described , –. To rule out the presence of other deletions in the upstream GNAS region, we performed genotyping of different SNPs by PCR and direct sequencing within the NESP55, XL and Exon A/B regions (for overview of all SNPs see Table S1).
Genomic DNA (1 ug) was used for bisulfite treatment with the MethylDetector™ bisulfite modification kit (Active Motif, Carlsbad CA) as described .
NESP, XL, Exon A/B and SNURF methylation was studied via Sequenom EpiTYPER technology using primers and conditions already reported . New amplicons to study IGF2, H19 (ICR1 region) and GRB10 regions were designed using the Sequenom EpiDesigner software. Primers and amplicons characteristics are reported in Tables3and4. All PCR amplifications were performed in triplicate. When the triplicate measurements had a SD equal to or greater than 0.10, all data for the sample involved were discarded (removing 8% of measurements). Sequenom peaks with reference intensity above 2, overlapping and duplicate units were excluded from the analysis.
To rule out the presence of SNPs that could interfere with the methylation detection sensitivity in the IGF2 and SNURF amplicons, we have screened for the presence of SNPs in the same region that was used for the Sequenom analysis and its surrounding region. A list of all the IGF2 and SNURF SNPs are reported in TablesS2 and S3 that could exclude also deletions in the loci as most patients are heterozygous for the intronic SNPs rs734351 and rs2855523.
Platelet immunoblot analysis for XLalphas, Gsalphas and CAP-1 was performed as described  Platelets isolated from citrated blood were directly lysed in ice-cold PBS containing 1% igepal CA-630 (Sigma Chemical, St. Louis, MO), 2 mmol/liter Na3VO4, 1 mmol/liter EDTA, 1 mmol/liter phenylmethylsulfonyl fluoride, 2 mmol/liter dithioerythreitol, 1% aprotinin, and 2 mmol/liter NaF, and incubated on ice for 60 min. Platelet extracts (50 μg) were mixed with Laemmli sample buffer and resolved by SDS/PAGE. Blots were revealed with a monoclonal anti-Gsα antibody  a monoclonal anti-XLαs antibody (11F7)  or a monoclonal anti-CAP1 antibody as loading control (Santa Cruz Biotechnology Inc.). Bands were quantified using the Java image processing program ImageJ 1.34 g (NIH Image software).
Average of CpGs methylation for each amplicon was calculated for both controls and patients samples. Statistical analysis was performed using PRISM 5.0a software. Two-tailed unpaired T-test (p<0.05) was used to study group methylation differences between PPHP patients and healthy controls for all the imprinting control regions studied and to evaluate protein expression differences.
A more individual statistical approach was then performed comparing each patient's Sequenom CpG value or amplicon average with the distribution of values of the same variable measured in a group of healthy controls (n = 41 for NESP, n = 48 for XL and GRB10, n = 47 for Exon A/B, n = 45 for IGF2, n = 33 for H19, n = 35 for SNURF) (Z-test, P<0.05). Values with a Z-score ≤−2 and ≥+2 were considered significantly hypo- or hypermethylated, respectively. Normality test was assessed with SPSS 12.5 software to study the control population values distribution.
We studied platelet Gs activity in 13 PPHP patients with variable AHO features as reported in Table2. For patients 1 to 4 platelet testing could not be performed since only a DNA sample was available for further analysis. When platelet aggregation was induced with collagen in the patients, after preincubation with either prostaglandin E1 (Prostin) or a stable prostacyclin analogue (Iloprost), significantly higher concentrations of both Gs agonists were required to achieve the 50% inhibition of platelet aggregation (IC50), as compared to the healthy controls. This platelet aggregation-inhibition Gs test was performed in 24 healthy controls and we compared their mean IC50 values for patients.
Since our patients with an AHO-like phenotype were clinically diagnosed as having PPHP or POH (only for patient 5) and had platelet Gs hypofunction, GNAS screening for inactivation mutations was performed using leukocyte gDNA for sequencing the PCR amplified 13 exons, including exon/intron boundaries. No GNAS coding mutations were found in any of the patients. All patients were heterozygous for at least one of the studied GNAS region SNPs, excluding small chromosomal deletions within the GNAS cluster (TableS1). In addition, patients 5 to 17 were previously studied for copy number variants within the GNAS locus or its surrounding region and found to be negative .
GNAS methylation was screened for the three amplicons NESP, XL and ExonA/B using the Sequenom EpiTYPER as we previously optimized for PHP-Ib and PHP-Ia cases . We could observe a significant hypermethylation for the XL amplicon in patients vs. controls (36±3 vs. 29±3% (mean±SD); T-test, p<0.001; Figure1A). Interestingly, this is the opposite pattern of the methylation defect described for PHP-Ib and PHP-Ia patients having pronounced XL hypomethylation . Overall methylation that includes all studied CpGs in the amplicons for NESP and ExonA/B did not show any significant difference between patients and controls (Figure1A) though some separate patients (patient 1, 2 and 3 for NESP and patient 3 and 5 for ExonA/B) showed a significant difference in overall methylation (Figure2A). However, the study of single CpGs within these amplicons showed significant hyper- (red) or hypo- (green) methylation (Z-test, p<0.05) for both the NESP and ExonA/B amplicons and for almost all patients (Figure2A). Based on the analysis of the single CpGs in NESP and ExonA/B (not for XL), some patients seemed to cluster in subgroups but these clusters did not correlate further with the clinical severity of AHO phenotype.
To evaluate whether the XL hypermethylation would be associated with decreased XLalphaS expression, immunoblot analysis was performed using platelet extracts as we previously also did for a PHP-Ib patient with XL hypomethylation and increased XLalphaS levels in platelets . We have studied XLalphaS and Gsalpha expression in platelets from 11 of the 17 patients and 5 healthy controls (Figure3). While Gsalpha was not statistically different between patients and controls, XLalphaS showed a significant decreased expression (58±32 vs. 100±19, respectively. T-test, p<0.05).
We next studied 30 CpGs in the DMR1 of IGF2 and 25 CpGs in the ICR1 of the H19 locus (Table3 for their precise chromosomal location). Surprisingly, we could observe significant hypermethylation of the IGF2 amplicon in patients vs. controls (20±10 vs. 14±7%; T-test, p<0.05; Figure1B). The overall CpG methylation for the H19 amplicon was not significantly different for patients and controls (35±8 vs. 35±5%), though a significant overall hypermethylation was observed for patients 2 and 4 (Figure2B). For the methylation analysis of single CpGs within the IGF2 amplicon, we could observe a significant hypermethylation in 14 out of 17 PPHP patients at specific CpGs (Figure2B) (Z-test, p<0.05). For the H19 region also some specific CpGs show significant differences in methylation but only for a few patients and clustering within patients seemed not be present. Spearman correlation between IGF2 methylation and height of patients was not significant.
The amplicon for SNURF included 18 CpGs and a significant hypomethylation in the SNURF amplicon was found for patients vs. controls (23±6 vs. 32±6%; T-test, p<0.001; Figure 1C). Remarkably, single CpG analysis showed both significant hyper (CpG7_8) and hypo (CpG14_16, CpG25) methylation (Figure2C) within the same amplicon and for almost all patients. This dual pattern was not observed in any of the normal control subjects. Spearman correlation between SNURF methylation and weight of patients was not significant.
The amplicon for the GRB10 region included 18 CpGs and their methylation did not appear to be significantly different between patients and controls (37±7 vs. 34±6%; Figure1C). Interestingly, the overall methylation for patients 1 and 2 showed a significant GRB10 hypermethylation of 56 and 50%, respectively, vs. 35±6% for controls (Z-test, p<0.05) (Figure2C). The analysis of single CpGs showed some significant differences for some patients with both hyper- and hypomethylated sites (Figure2C).
The human GNAS cluster contains three differentially methylated regions: NESP, XL and exon A/B . Patients who develop PHP-Ib usually present with exon A/B hypomethylation , –. In these familial PHP-Ib cases the latter appears to be caused by maternally inherited deletions affecting either the STX16 ,  or the NESP55/NESPAS regions , , . Broader GNAS imprinting defects involving the three differentially methylated GNAS regions are always observed in sporadic PHP-Ib cases with NESP55 hypermethylation versus XL and exon A/B hypomethylation , , –. Recently, a similar broad epigenetic GNAS defect was described for some PHP-Ia cases without GNAS coding mutations , , , . These patients had PTH resistance but also an AHO phenotype implicating that GNAS methylation defects could also result in AHO features. We therefore hypothesize that patients with an AHO-like phenotype but no endocrine abnormalities and still having functional Gs hypofunction (often referred to as PPHP) could present with GNAS methylation abnormalities if coding GNAS mutations are also excluded. We studied GNAS methylation in 16 patients with clinical diagnosis of PPHP and 1 POH patient without GNAS mutations but having platelet Gs hypofunction and an AHO phenotype that mainly involves short stature and brachydactyly and/or other types of bone abnormalities. GNAS methylation was quantified for the three differentially methylated regions using the Sequenom EpiTYPER as we previously did for PHP-Ib and PHP-Ia cases . Grouped analysis showed a significant hypermethylation for the XL amplicon in PPHP patients versus controls (36% vs 29%; p<0.001) but overall methylation for the NESP and ExonA/B regions was not significantly different between patients and controls, except for significant hypermethylation in patients 1, 2 and 3 for NESP and patients 3 and 5 for ExonA/B. The same trend for hypermethylation in NESP and ExonA/B is also visible when analyzing separate CpGs for at least the first 10 patients while the other 7 patients show a weak trend towards hypomethylation of NESP and ExonA/B. This peculiar methylation pattern (with hypermethylation of NESP, XL and ExonA/B) is different from the imprinting pattern observed in PHP-Ib and PHP-Ia patients (having NESP hyper versus XL and Exon A/B hypomethylation).
The main defect in our patients is the significant XL hypermethylation that could be linked to their Short for Gestational Age (SGA) and shortness phenotype. Interestingly, it is known that the main phenotype for XLalphaS deficient mice is the regulation of postnatal growth with neonatal feeding problems, leanness, inertiae and a high mortality rate . Postnatally, changes in the expression pattern of XLalphaS in different tissues have been also characterized, as surviving mice develop into healthy and fertile adults, which are however characterized by leanness despite elevated food intake . In addition, GNAS deletions including the XL region have been identified in some patients with severe pre- and/or postnatal growth retardation as well as feeding difficulties , . We also found that the XL hypermethylation in the patients was associated with decreased XLalphaS protein levels in their platelets. Further studies will be needed to evaluate whether this decreased expression of XLalphaS could also be responsible for the platelets Gs hypofunction in these patients. We have previously shown that XLalphas can regulate platelet Gs activity , , data that have been further supported by studies in other cells –.
Some typical AHO features are also present in patients with other imprinting syndromes such as for the growth and neurodevelopmental diseases Silver-Russel, Beckwith-Wiedemann, Prader-Willi and Angelman syndromes. In addition, IGF2, H19 and GRB10 together with GNAS have been described to be part of an imprinted gene network that regulate embryonic growth and differentiation dependent on Zac-1 regulation in mice . Therefore, we have also studied the methylation of other imprinted genes such as IGF2, H19, SNURF and GRB10. Surprisingly, we could observe significant hypermethylation for IGF2 (20 vs. 10%; P<0.05) and hypomethylation (23 vs. 32; P<0.001) for SNURF while H19 and GRB10 showed no overall differences between patients and controls. The physiological relevance of these findings in relation to the clinical phenotypes remains to be studied. However, some other groups already reported so-called multilocus methylation abnormalities (e.g. for Beckwith-Wiedemann syndrome  and Silver-Russel syndrome , ). In all these reports somatic mosaicism has been proposed to explain the patients epigenotypes as result of a post-zygotic error of imprint setting. Interestingly, a similar overall methylation defect has been recently described in patients with growth and development problems –.
Mutations in a trans-acting factor involved in establishing or maintaining methylation at multiple chromosomal loci however could also explain the presence of such overall methylation abnormalities. The latter hypothesis has been demonstrated in the Beckwith-Wiedemann syndrome , transient neonatal diabetes  and the Immunodeficiency-Centromeric instability-Facial anomalies (ICF) syndrome . A similar mechanism has also been recently postulated to exists for PHPIb cases  but this remain to be proven. The methylation changes observed in our patients seem to affect mainly maternally methylated regions as XL, IGF2 and SNURF are paternally expressed genes (see Figures S1, S2, S3). In conclusion we studied GNAS, IGF2, H19, SNURF and GRB10 methylation in patients with and AHO-like phenotype and Gs hypofunction but no GNAS coding mutations. We could broaden the spectrum of (epi)genetic defects associated with an AHO phenotype by identifying an epigenetic defect in XL, IGF2 and SNURF in 16 PPHP patients and 1 POH case. More studies on multiple imprinting control regions in more PPHP patients are warranted to further investigate the combination of epigenetic defects in relation to phenotypes.
GNAS schematic representation of genomic regions studied via Sequenom EpiTYPER. GNAS schematic representation of genomic regions studied via Sequenom EpiTYPER. Features of the paternal and the maternal allele are shown above and below the line, respectively. The arrows show initiation and direction of transcription. Paternal and maternal transcripts are highlighted in blue and pink, respectively. The first exons of the protein coding transcripts are shown as black boxes and the first exons of the noncoding transcripts (Nespas and exon A/B) are shown as gray boxes. Differentially methylated regions (DMRs) are shown by + symbols (indication of methylation). For each amplicon reported in the black frames CpG sites are underlined, CpGs studied via Sequenom are additionally depicted in italic and bold. Red dinucleotides refer to SNPs analysed in the same regions. The figure is not to scale. Adapted from Izzi et al. Curr Mol Med 2012.
Click here for additional data file (pone.0038579.s001.png)
IGF2/H19 schematic representation of genomic regions studied via Sequenom EpiTYPER. Features of the paternal and the maternal allele are shown above and below the line, respectively. The arrows show initiation and direction of transcription. Paternal IGF2 transcript is highlighted in blue. The first exons of the protein coding transcripts are shown as black boxes. Differentially methylated regions (DMRs) are shown by + symbols (indication of methylation). For each amplicon reported in the black frames CpG sites are underlined, CpGs studied via Sequenom are additionally depicted in italic and bold. Red dinucleotides refer to SNPs analysed in the same regions. The figure is not to scale. Adapted from Jeong et al. Nature Genetics (2004) 36, 1036–1037.
Click here for additional data file (pone.0038579.s002.png)
SNURF (A) and GRB10 (B) schematic representation of genomic regions studied via Sequenom EpiTYPER. Features of the paternal and the maternal allele are shown above and below the line, respectively. The arrows show initiation and direction of transcription. Paternal SNURF transcript is highlighted in blue. The first exons of the protein coding transcripts are shown as black boxes. Differentially methylated regions (DMRs) are shown by + symbols (indication of methylation). For each amplicon reported in the black frames CpG sites are underlined, CpGs studied via Sequenom are additionally depicted in italic and bold. Red dinucleotides refer to SNPs analysed in the same regions. The figure is not to scale. B adapted from Hikichi et al. Nucleic Acids Research (2003) 31 (5): 1398–1406.
Click here for additional data file (pone.0038579.s003.png)
Click here for additional data file (pone.0038579.s004.xlsx)
Click here for additional data file (pone.0038579.s005.xlsx)
Click here for additional data file (pone.0038579.s006.xlsx)
Competing Interests: The authors have declared that no competing interests exist.
Funding: This work was supported by the ‘Excellentie financiering KULeuven’ (EF/05/013), by research grants G.0490.10N and G.0743.09 from the Fund for Scientific Research – Flanders (FWO-Vlaanderen, Belgium), GOA/2009/13 from the Research Council of the University of Leuven (Onderzoeksraad KULeuven, Belgium). C.V.G. is holder of a clinical-fundamental research mandate of the Fund for Scientific Research-Flanders (F.W.O.-Vlaanderen, Belgium and of the Bayer and Norbert Heimburger (CSL Behring) Chairs. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
We thank A. Kauskot (Center for Molecular and Vascular Biology) for help with the data analysis and technical assistance.
|1.||Patten JL,Johns DR,Valle D,Eil C,Gruppuso PA. Year: 1990Mutation in the gene encoding the stimulatory G protein of adenylate cyclase in Albright's hereditary osteodystrophy.N Engl J Med 322, 1412–1419|
|2.||Davies SJ,Hughes HE. Year: 1993Imprinting in Albright's hereditary osteodystrophy.J Med Genet 30, 101–103|
|3.||Wilson LC,Trembath RC. Year: 1994Albright's hereditary osteodystrophy.J Med Genet 31, 779–784|
|4.||Long DN,McGuire S,Levine MA,Weinstein LS,Germain-Lee EL. Year: 2007Body mass index differences in pseudohypoparathyroidism type 1a versus pseudopseudohypoparathyroidism may implicate paternal imprinting of Galpha(s) in the development of human obesity.J Clin Endocrinol Metab 92, 1073–1079|
|5.||Yu S,Yu D,Lee E,Eckhaus M,Lee R. Year: 1998Variable and tissue-specific hormone resistance in heterotrimeric Gs protein alpha-subunit (Gsalpha) knockout mice is due to tissue-specific imprinting of the gsalpha gene.Proc Natl Acad Sci U. S. A. 95, 8715–8720|
|6.||Weinstein LS,Yu S,Warner DR,Liu J. Year: 2001Endocrine manifestations of stimulatory G protein alpha-subunit mutations and the role of genomic imprinting.Endocr Rev 22, 675–705|
|7.||Levine, MA, Principles of Bone Biology, 1137–1163 (New York, Academic Press., 2002)..|
|8.||Mantovani G,Maghnie M,Weber G,De Menis E,Brunelli V. Year: 2003Growth hormone-releasing hormone resistance in pseudohypoparathyroidism type ia: new evidence for imprinting of the Gs alpha gene.J Clin Endocrinol Metab 88, 4070–4074|
|9.||Germain-Lee EL,Groman J,Crane JL,Jan de Beur SM,Levine MA. Year: 2003Growth hormone deficiency in pseudohypoparathyroidism type 1a: another manifestation of multihormone resistance.J Clin Endocrinol Metab 88, 4059–4069|
|10.||Liu J,Chen M,Deng C,Bourc'his D,Nealon JG. Year: 2005Identification of the control region for tissue-specific imprinting of the stimulatory G protein alpha-subunit.Proc Natl Acad Sci U. S. A. 102, 5513–5518|
|11.||Wilson LC,Oude Luttikhuis ME,Clayton PT,Fraser WD,Trembath RC. Year: 1994Parental origin of Gs alpha gene mutations in Albright's hereditary osteodystrophy.J Med Genet 31, 835–839|
|12.||Bastepe M,Juppner H. Year: 2005GNAS locus and pseudohypoparathyroidism.Horm Res 63, 65–74|
|13.||Adegbite NS,Xu M,Kaplan FS,Shore EM,Pignolo RJ. Year: 2008Diagnostic and mutational spectrum of progressive osseous heteroplasia (POH) and other forms of GNAS-based heterotopic ossification.Am J Med Genet A 146A, 1788–1796|
|14.||Liu J,Litman D,Rosenberg MJ,Yu S,Biesecker LG. Year: 2000A GNAS1 imprinting defect in pseudohypoparathyroidism type IB.J Clin Invest 106, 1167–1174|
|15.||de Nanclares GP,Fernandez-Rebollo E,Santin I,Garcia-Cuartero B,Gaztambide S. Year: 2007Epigenetic defects of GNAS in patients with pseudohypoparathyroidism and mild features of Albright's hereditary osteodystrophy.J Clin Endocrinol Metab 92, 2370–2373|
|16.||Mariot V,Maupetit-Mehouas S,Sinding C,Kottler ML,Linglart A. Year: 2008A maternal epimutation of GNAS leads to Albright osteodystrophy and parathyroid hormone resistance.J Clin Endocrinol Metab 93, 661–665|
|17.||Unluturk U,Harmanci A,Babaoglu M,Yasar U,Varli K. Year: 2008Molecular diagnosis and clinical characterization of pseudohypoparathyroidism type-Ib in a patient with mild Albright's hereditary osteodystrophy-like features, epileptic seizures, and defective renal handling of uric acid.Am J Med Sci 336, 84–90|
|18.||Mantovani G,de Sanctis L,Barbieri AM,Elli FM,Bollati V. Year: 2010Pseudohypoparathyroidism and GNAS epigenetic defects: clinical evaluation of albright hereditary osteodystrophy and molecular analysis in 40 patients.J Clin Endocrinol Metab 95, 651–658|
|19.||Izzi B,Decallonne B,Devriendt K,Bouillon R,Vanderschueren D. Year: 2010A new approach to imprinting mutation detection in GNAS by Sequenom EpiTYPER system.Clin Chim Acta 411, 2033–2039|
|20.||Freson K,Izzi B,Labarque V,Van Helvoirt M,Thys C. Year: 2008GNAS defects identified by stimulatory G protein alpha-subunit signalling studies in platelets.J Clin Endocrinol Metab 93, 4851–4859|
|21.||Zazo C,Thiele S,Martin C,Fernandez-Rebollo E,Martinez-Indart L. Year: 2011Gsalpha activity is reduced in erythrocyte membranes of patients with pseudohypoparathyrodism due to epigenetic alterations at the GNAS locus.J Bone Miner Res 8, 1864–1870|
|22.||Ahrens W,Hiort O,Staedt P,Kirschner T,Marschke C. Year: 2001Analysis of the GNAS1 gene in Albright's hereditary osteodystrophy.J Clin Endocrinol Metab 86, 4630–4634|
|23.||Lania A,Mantovani G,Spada A. Year: 2001G protein mutations in endocrine diseases.Eur J Endocrinol 145, 543–559|
|24.||Ahrens W,Hiort O. Year: 2006Determination of Gs alpha protein activity in Albright's hereditary osteodystrophy.J Pediatr Endocrinol Metab 19 Suppl 2, 647–651|
|25.||De Sanctis L,Romagnolo D,Olivero M,Buzi F,Maghnie M. Year: 2003Molecular analysis of the GNAS1 gene for the correct diagnosis of Albright hereditary osteodystrophy and pseudohypoparathyroidism.Pediatr Res 53, 749–755|
|26.||Mantovani G,Romoli R,Weber G,Brunelli V,De Menis E. Year: 2000Mutational analysis of GNAS1 in patients with pseudohypoparathyroidism: identification of two novel mutations.J Clin Endocrinol Metab 85, 4243–4248|
|27.||Varrault A,Gueydan C,Delalbre A,Bellmann A,Houssami S. Year: 2006Zac1 regulates an imprinted gene network critically involved in the control of embryonic growth.Dev Cell 11, 711–722|
|28.||Smith FM,Garfield AS,Ward A. Year: 2006Regulation of growth and metabolism by imprinted genes.Cytogenet Genome Res 113, 279–291|
|29.||Choufani S,Shuman C,Weksberg R. Year: 2010Beckwith-Wiedemann syndrome.Am J Med Genet C Semin Med Genet 154C, 343–354|
|30.||Eggermann T,Begemann M,Spengler S,Schroder C,Kordass U. Year: 2010Genetic and epigenetic findings in Silver-Russell syndrome.Pediatr Endocrinol Rev 8, 86–93|
|31.||Buiting K. Year: 2010Prader-Willi syndrome and Angelman syndrome.Am J Med Genet C Semin Med Genet 154C, 365–376|
|32.||Garfield AS,Cowley M,Smith FM,Moorwood K,Stewart-Cox JE. Year: 2011Distinct physiological and behavioural functions for parental alleles of imprinted Grb10.Nature 469, 534–538|
|33.||Ammerpohl O,Martin-Subero JI,Richter J,Vater I,Siebert R. Year: 2009Hunting for the 5th base: Techniques for analyzing DNA methylation.Biochim Biophys Acta 1790, 847–862|
|34.||Shore EM,Ahn J,Jan de Beur S,Li M,Xu M. Year: 2002Paternally inherited inactivating mutations of the GNAS1 gene in progressive osseous heteroplasia.N Engl J Med 346, 99–106|
|35.||Freson K,Hashimoto H,Thys C,Wittevrongel C,Danloy S. Year: 2004The pituitary adenylate cyclase-activating polypeptide is a physiological inhibitor of platelet activation.J Clin Invest 113, 905–912|
|36.||Freson K,Hoylaerts MF,Jaeken J,Eyssen M,Arnout J. Year: 2001Genetic variation of the extra-large stimulatory G protein alpha-subunit leads to Gs hyperfunction in platelets and is a risk factor for bleeding.Thromb Haemost 86, 733–738|
|37.||Freson K,Jaeken J,Van Helvoirt M,de Zegher F,Wittevrongel C. Year: 2003Functional polymorphisms in the paternally expressed XLalphas and its cofactor ALEX decrease their mutual interaction and enhance receptor-mediated cAMP formation.Hum Mol Genet 12, 1121–1130|
|38.||Freson K,Thys C,Wittevrongel C,Proesmans W,Hoylaerts MF. Year: 2002Pseudohypoparathyroidism type Ib with disturbed imprinting in the GNAS1 cluster and Gsalpha deficiency in platelets.Hum Mol Genet 11, 2741–2750|
|39.||Bastepe M,Frohlich LF,Hendy GN,Indridason OS,Josse RG. Year: 2003Autosomal dominant pseudohypoparathyroidism type Ib is associated with a heterozygous microdeletion that likely disrupts a putative imprinting control element of GNAS.J Clin Invest 112, 1255–1263|
|40.||Bastepe M,Frohlich LF,Linglart A,Abu-Zahra HS,Tojo K. Year: 2005Deletion of the NESP55 differentially methylated region causes loss of maternal GNAS imprints and pseudohypoparathyroidism type Ib.Nat Genet 37, 25–27|
|41.||Freson K,Thys C,Wittevrongel C,Proesmans W,Hoylaerts MF. Year: 2002Pseudohypoparathyroidism type Ib with disturbed imprinting in the GNAS1 cluster and Gsalpha deficiency in platelets.Hum Mol Genet 11, 2741–2750|
|42.||Freson K,Devriendt K,Matthijs G,Van Hoof A,De Vos R. Year: 2001Platelet characteristics in patients with X-linked macrothrombocytopenia because of a novel GATA1 mutation.Blood 98, 85–92|
|43.||Freson K,Jaeken J,Van Helvoirt M,de Zegher F,Wittevrongel C. Year: 2003Functional polymorphisms in the paternally expressed XLalphas and its cofactor ALEX decrease their mutual interaction and enhance receptor-mediated cAMP formation.Hum Mol Genet 12, 1121–1130|
|44.||Izzi B,de Zegher F,Francois I,del Favero J,Goossens D. Year: 2012No evidence for GNAS copy number variants in patients with features of Albright's hereditary osteodystrophy and abnormal platelet Gs activity.J Hum Genet doi10.1038/jhg.2012.1|
|45.||Bastepe M,Pincus JE,Sugimoto T,Tojo K,Kanatani M. Year: 2001Positional dissociation between the genetic mutation responsible for pseudohypoparathyroidism type Ib and the associated methylation defect at exon A/B: evidence for a long-range regulatory element within the imprinted GNAS1 locus.Hum Mol Genet 10, 1231–1241|
|46.||Liu J,Nealon JG,Weinstein LS. Year: 2005Distinct patterns of abnormal GNAS imprinting in familial and sporadic pseudohypoparathyroidism type IB.Hum Mol Genet 14, 95–102|
|47.||Jan de Beur S,Ding C,Germain-Lee E,Cho J,Maret A. Year: 2003Discordance between genetic and epigenetic defects in pseudohypoparathyroidism type 1b revealed by inconsistent loss of maternal imprinting at GNAS1.Am J Hum Genet 73, 314–322|
|48.||Linglart A,Gensure RC,Olney RC,Juppner H,Bastepe M. Year: 2005A novel STX16 deletion in autosomal dominant pseudohypoparathyroidism type Ib redefines the boundaries of a cis-acting imprinting control element of GNAS.Am J Hum Genet 76, 804–814|
|49.||Chillambhi S,Turan S,Hwang DY,Chen HC,Juppner H. Year: 2010Deletion of the noncoding GNAS antisense transcript causes pseudohypoparathyroidism type Ib and biparental defects of GNAS methylation in cis.J Clin Endocrinol Metab 95, 3993–4002|
|50.||Richard N,Abeguile G,Coudray N,Mittre H,Gruchy N. Year: 2012A New Deletion Ablating NESP55 Causes Loss of Maternal Imprint of A/B GNAS and Autosomal Dominant Pseudohypoparathyroidism Type Ib.J Clin Endocrinol Metab doi10.1210/jc.20112804|
|51.||Linglart A,Bastepe M,Juppner H. Year: 2007Similar clinical and laboratory findings in patients with symptomatic autosomal dominant and sporadic pseudohypoparathyroidism type Ib despite different epigenetic changes at the GNAS locus.Clin Endocrinol 67, 822–831|
|52.||Maupetit-Mehouas S,Mariot V,Reynes C,Bertrand G,Feillet F. Year: 2011Quantification of the methylation at the GNAS locus identifies subtypes of sporadic pseudohypoparathyroidism type Ib.J Med Genet 48, 55–63|
|53.||Cavaco BM,Tomaz RA,Fonseca F,Mascarenhas MR,Leite V. Year: 2010Clinical and genetic characterization of Portuguese patients with pseudohypoparathyroidism type Ib.Endocrine 37, 408–414|
|54.||Plagge A,Gordon E,Dean W,Boiani R,Cinti S. Year: 2004The imprinted signaling protein XL alpha s is required for postnatal adaptation to feeding.Nat Genet 36, 818–826|
|55.||Krechowec SO,Burton KL,Newlaczyl AU,Nunn N,Vlatkovic N. Year: 2012Postnatal changes in the expression pattern of the imprinted signalling protein XLalphas underlie the changing phenotype of deficient mice.PLoS One 7, e29753|
|56.||Aldred MA,Aftimos S,Hall C,Waters KS,Thakker RV. Year: 2002Constitutional deletion of chromosome 20q in two patients affected with albright hereditary osteodystrophy.Am J Med Genet 113, 167–172|
|57.||Genevieve D,Sanlaville D,Faivre L,Kottler ML,Jambou M. Year: 2005Paternal deletion of the GNAS imprinted locus (including Gnasxl) in two girls presenting with severe pre- and post-natal growth retardation and intractable feeding difficulties.Eur J Hum Genet 13, 1033–1039|
|58.||Freson K,Hoylaerts MF,Jaeken J,Eyssen M,Arnout J. Year: 2001Genetic variation of the extra-large stimulatory G protein alpha-subunit leads to Gs hyperfunction in platelets and is a risk factor for bleeding.Thromb Haemost 86, 733–738|
|59.||Liu Z,Segawa H,Aydin C,Reyes M,Erben RG. Year: 2011Transgenic overexpression of the extra-large Gsalpha variant XLalphas enhances Gsalpha-mediated responses in the mouse renal proximal tubule in vivo.Endocrinology 152, 1222–1233|
|60.||Liu Z,Turan S,Wehbi VL,Vilardaga JP,Bastepe M. Year: 2011Extra-long Galphas variant XLalphas protein escapes activation-induced subcellular redistribution and is able to provide sustained signaling.J Biol Chem 286, 38558–38569|
|61.||Mariot V,Wu JY,Aydin C,Mantovani G,Mahon MJ. Year: 2011Potent constitutive cyclic AMP-generating activity of XLalphas implicates this imprinted GNAS product in the pathogenesis of McCune-Albright syndrome and fibrous dysplasia of bone.Bone 48, 312–320|
|62.||Bliek J,Verde G,Callaway J,Maas SM,De Crescenzo A. Year: 2009Hypomethylation at multiple maternally methylated imprinted regions including PLAGL1 and GNAS loci in Beckwith-Wiedemann syndrome.Eur J Hum Genet 17, 611–619|
|63.||Bruce S,Hannula-Jouppi K,Peltonen J,Kere J,Lipsanen-Nyman M. Year: 2009Clinically distinct epigenetic subgroups in Silver-Russell syndrome: the degree of H19 hypomethylation associates with phenotype severity and genital and skeletal anomalies.J Clin Endocrinol Metab 94, 579–587|
|64.||Azzi S,Rossignol S,Steunou V,Sas T,Thibaud N. Year: 2009Multilocus methylation analysis in a large cohort of 11p15-related foetal growth disorders (Russell Silver and Beckwith Wiedemann syndromes) reveals simultaneous loss of methylation at paternal and maternal imprinted loci.Hum Mol Genet 18, 4724–4733|
|65.||Turner CL,Mackay DM,Callaway JL,Docherty LE,Poole RL. Year: 2010Methylation analysis of 79 patients with growth restriction reveals novel patterns of methylation change at imprinted loci.Eur J Hum Genet 18, 648–655|
|66.||Baple EL,Poole RL,Mansour S,Willoughby C,Temple IK. Year: 2011An atypical case of hypomethylation at multiple imprinted loci.Eur J Hum Genet 19, 360–362|
|67.||Poole RL,Baple E,Crolla JA,Temple IK,Mackay DJ. Year: 2010Investigation of 90 patients referred for molecular cytogenetic analysis using aCGH uncovers previously unsuspected anomalies of imprinting.Am J Med Genet A. 152A, 1990–1993|
|68.||Meyer E,Lim D,Pasha S,Tee LJ,Rahman F. Year: 2009Germline mutation in NLRP2 (NALP2) in a familial imprinting disorder (Beckwith-Wiedemann Syndrome).PLoS Genet 5, e1000423|
|69.||Mackay DJ,Callaway JL,Marks SM,White HE,Acerini CL. Year: 2008Hypomethylation of multiple imprinted loci in individuals with transient neonatal diabetes is associated with mutations in ZFP57.Nat Genet 40, 949–951|
|70.||Shirohzu H,Kubota T,Kumazawa A,Sado T,Chijiwa T. Year: 2002Three novel DNMT3B mutations in Japanese patients with ICF syndrome.Am J Med Genet 112, 31–37|
|71.||Fernandez-Rebollo E,Perez de Nanclares G,Lecumberri B,Turan S,Anda E. Year: 2011Exclusion of the GNAS locus in PHP-Ib patients with broad GNAS methylation changes: evidence for an autosomal recessive form of PHP-Ib?J Bone Miner Res 8, 1854–63|
Table 1 Phenotypic, Molecular Genetic and Platelet Gs protein activity in relation to GNAS pathology.
|GNAS defect||Epigenetic GNAS defects||Mutations in exons 1-13/ Epigenetic GNAS defects||Mutations in exons 1-13||Mutations in exons 1–13|
|Platelet Gsα activity20||Mildly reduced||reduced||reduced||/|
Table 2 Clinical patients' characteristics and platelet Gs activity.
|Case||Birth weight||Height Z-score||Brachydactily (RX diagnosis)||other bone diseases||ID||SSC||Ob||RF||others||Ca, PTH and TSH levels||Gs test Prostin IC50 (ng/ml) 59,2±24,49 (n = 24)||Gs test Iloprost IC50 (ng/ml) 1,06±0,37 (n = 24)|
|1||3,1||−1,56||MC IV||MT V||enchondroma||YES||NO||NO||NO||cafè-au-lait spots||Normal||ND||ND|
|2||3,1||−1,5||MC IV, V||MT II, V||NO||NO||NO||NO||YES||-||Normal||ND||ND|
|3||NA||−0,73||MC V||-||clinodactyly||YES||NO||NO||YES||epilepsy, cryptorchidism, spastic paraparesis, strabism, café-au-lait spots,macrocephaly||Normal||ND||ND|
|4||2,45||−2,59||MC II, IV||MT I||broad thumbs, clinodactyly||YES°||NO||NO||YES||strabism, coarctatio aortae||Normal||ND||ND|
|5||adopted||−2,89||MC III, IV||MT III||synostosis, heterotopic calcifications||YES||NO||NO||YES||migraine, pubertas praecox||Normal||330**||>3**|
|7||3,24||−2.6||-||-||short fingers clinodactily, broad thumbs, red bone age||YES||NO||NO||NO||Pubertas praecox||Normal||122**||1,94**|
|8||2,96||−3.3||-||-||Retarded bone age,Frontal bossingTooth agenesis||NO||NO||NO||NO||-||Normal||367**||>3**|
|10||3,4||−2.3||-||-||non fusion of sacral vertebraeS1/S2, broad thumbs||NO||YES||NO||NO||-||Normal||433**||1,25**|
|11||1,96*||−2.6||-||-||clinodactily, retarded bone age||NO||NO||NO||NO||-||Normal||322**||>3**|
|12||3,64||−2.8||MC I, IV, V||MT I||osteochondroma||NO||NO||NO||NO||-||Normal||410**||1,95**|
|13||2,63*||−3.4||MC III uni, IV, V||MT I||exostose, osteochondroma,broad thumbs||YES||NO||NO||NO||synophris||Normal||250**||>2,5**|
|14||3,16||−3.2||MC IV, V||-||broad thumbs||YES||NO||NO||YES||synophris||Normal||>1000**||2,45**|
|15||−3.4||-||-||retarded bone age, broad hands||NO||NO||NO||NO||Normal||100**||1,94**|
|16||3,05||−1,16||MC IV, V||normal||NO||NO||NO||YES||YES||orchidopexy, coarctatio||Normal||125**||1.55**|
|17||3,95||0.52||normal||normal||Small and broad hands||YES||NO||YES||YES||eccchymoses, hirsutism, macrocephalie, praecox pubertas||Normal||305**||>2.5**|
*Small-for-Gestational-Age (SGA); ∧Gilles de la Tourette; °ADHD; SSC: subcutaneous calcifications; Ob: obesity; RF: round face; ID: Intellectual disability; NA: not available.
**vs. crls, p<0.05 The concentration of Gsα agonist to inhibit the collagen-induced platelet aggregation by 50 % (IC50) is indicated between brackets for 24 normal controls. A Gsα hypofunction is defined as requiring a significantly higher IC50 value.
Table 3 Primers used in the Sequenom study to amplify IGF2, ICR1/H19 and GRB10 regions.
|primer's name||nucleotide sequence|
Table 4 Chromosomal location of the IGF2, H19 and GRB10 amplicons used in the Sequenom study.
|name amplicon||chromosome||start*||end*||size (bp)||theoretical number of CpGs per amplicon||effective number of GpCs studied via the Sequenom EpiTYPER|
*Nucleotide positions according to the February 2009 human reference sequence (GRCh37/hg19) produced by the International Human Genome Sequencing Consortium.
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