deregulation
R A
P
Oktay,,,, Ege lgen Y , Akyerli,, f ,, Erdemgil G Henegariu Nanni,Nathalie , Jonas Grossmann Erson-Omay, Hanwen Gupta, William Lee f Turcan, Aysel Y, Huse ,,Adrienne Flanagan , ,,, , & Koray Y,
MYC was shown in vitro MYC
Single nucleotide polymorphisms (SNPs) at 8q24.21 have been associated with increased risk of IDH1/2-mutated gliomas13. A more recent study analyzed this region in more detail by pooled next-generation sequencing/
Brain Tumor Research Group, Acibadem University, Istanbul, Turkey. Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Acibadem University, Istanbul, Turkey. Department of Medical Biology, School of Medicine, Acibadem University, Istanbul, Turkey. Izmir International Biomedicine and Genome Institute (iBG-izmir), Dokuz Eylul University, Izmir, Turkey. Faculty of Engineering, Department of Medical Engineering, Acibadem University, Istanbul, Turkey. Department of Biological Sciences and Bioengineering, Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey. Department of Neurosurgery, School Functional Genomics Center Zurich, UZH/ETH, Zurich, Switzerland. Department Human Oncology Department of Medical Biochemistry, School of Medicine, Acibadem University, Istanbul, Turkey. Department of Pathology, Department of Pathology, School of Medicine, Acibadem University, Istanbul, Turkey. Department of Medical Statistics and Bioinformatics, School of Medicine, Acibadem University, Istanbul, Turkey. Department of Neurosurgery, School of Medicine, Acibadem University, icloud.com)
SCIENTIFIC REPORTS
1
www.nature.com/scientificreports/
Figure 1. rs55705857 is associated with increased glioma risk in the Turkish population. (a) Comparisonof rs55705857 G-allele frequency (MAF) in Turkish population to other populations. Allele frequency was obtained by genotyping a total of 727 controls (316 healthy controls and 411 cancer patients). (b) 285 glioma patients of various grades and pathologies were genotyped and odds ratio (OR) of developing glioma for rs55705857-G allele carriers was determined. Error bars indicate 95% condence interval. (c) Trio based Transmission disequilibrium test (TDT) was employed to test for association between rs55705857 genotype and glioma risk. OR: odds ratio; p-value was calculated by chi-square-test.
imputation and identied a low-frequency SNP (rs55705857) that appeared very likely to be the causative-variant among several glioma-associated SNPs located at 8q24.214. This nding was of great interest as the reported odds-ratio (OR) was the highest ever demonstrated for a genetic association with a human cancer. However, the genomic region where rs55705857 is located (8q24.21) contains no protein coding genes, no micro-RNAs and had no previously demonstrated mechanistic link to glioma development5,6. Nevertheless, the strict phylogenetic conservation of the region centered on rs55705857 in mammals and the exceptionally strong association with IDH-mutant gliomas suggested a functional role. The hypothesis of this study was that rs55705857 played a direct role in glioma oncogenesis and we sought clues by demographic-, clinical-, molecular-, transcriptomic- and proteomic- comparisons.
Turkey has a diverse genetic makeup; therefore in order to conrm and recapitulate the previously reported association between rs55705857 and glioma-risk in the Turkish population, we performed a case-control experiment. DNA isolated from peripheral blood of 285 glioma patients, 316 healthy controls and 411 systemic cancer patients were genotyped (Supplementary Table 1). The minor allele frequency (MAF) of the G-allele was found to be 1.7% in the Turkish population, which is lower than that in European populations but higher than Asian and African populations (Fig.1a). MAF in the glioma cohort was 7.5% and the Odds Ratio (OR) for all hemispheric diuse glioma (DG) cases was 5.65 (%95 CI: 3.279.75; n= 285) (Figs1b and 2). To exclude a type-1 error related to population heterogeneity, we performed transmission disequilibrium test (TDT) on 40 family trios (glioma patients and their healthy parents). The risk-allele was transmitted from one of the parents to the patient 9/9 times, with no incidence of A-allele being transmitted from a heterozygous parent to a patient (Fig.1c), supporting the ndings of our case-control study.
Next, we performed subgroup analysis of this association. We observed that the association was far stronger for IDH-mutant gliomas compared to IDH-wt gliomas (ORs of 9.25 vs. 2.49; p< 0.0001 vs. p=0.033; n=153 vs. 116, respectively) (Fig.2a and Supplementary Table 2). Rs55705857-IDH association was strongest for WHO grade-II gliomas. IDH-mutant tumors across all histopathologic subtypes of lower-grade glioma (LGG, i.e. WHO grade-II and -III oligodendrogliomas, oligoastrocytomas and astrocytomas) were strongly associated with the risk-allele of rs55705857 (ORs of 10.55, 9.41 and 8.91; n= 67, 32, 38, respectively; all p<0.0001) (Supplementary Table 2). There was only a marginally signicant association between IDH-mutant GBM and rs55705857. On the other hand, an almost two-fold dierence of rs55705857-associated risk between IDH-mutated WHO grade-II and grade-III tumors (ORs 11.51 vs. 6.11; p< 0.0001 vs. p= 0.0003, respectively) suggests a strong grade-specic bias of rs55705857-glioma association (Fig.2a and Supplementary Table 2).
In accordance with previous reports4,6, the association was strong in oligodendrogliomas, regardless of the IDH-status of tumors (OR= 10.55 in IDH-mutant vs. 11.02 in IDH-wt tumors; p< 0.0001 vs. p=0.0043; n=67 vs. 8, respectively (Supplementary Table 2). In contrast, G-allele was absent from a total of 18 IDH-wt astrocytomas and oligoastrocytomas, compared to 2/8 (MAF= 12.5%) in IDH-wt oligodendrogliomas.
Next, we tested association of rs55705857 with molecular subtypes of gliomas. The strongest association was observed for the IDH-mutant, 1p/19q co-deleted, ATRX-wt, WHO grade-II or III DGs (OR=12.85; p<0.0001; n = 47) (Fig.2b and Supplementary Table 2). The second strongest association was observed for IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II or III DGs (OR= 7.84; p< 0.0001; n= 74). Another molecular group
SCIENTIFIC REPORTS
2
www.nature.com/scientificreports/
Figure 2. rs55705857 is associated with IDH mutations and lower-grade in gliomas. Stratication of gliomas by (a) grade and IDH mutation status, (b) molecular subtype that is based on IDH1/2 mutation, 1p/19q-codeletion, ATRX mutation status and grade. (square) indicates IDH-mutant tumors, (triangle) indicates IDH-wild-type tumors. Error bars indicate 95% condence interval. Number of patients genotyped under each subtype is given on the le hand side and their genotype distribution on the right hand side, while the exact value of odds ratio is indicated above data points. (*) Indicates a statistical signicance level of p< 0.05; (**) indicates a statistical signicance levelof p< 0.001; (***) indicates a statistical signicance level of p<0.0001. (c) 114 matched blood-tumor samples for genotyped for rs55705857 to exclude possible Knudsonian second-hits. 14 samples were of A/G genotype, 100 samples were of A/A genotype. y-axis indicates % concordance OR: odds ratio; n= number of patients.
SCIENTIFIC REPORTS
3
www.nature.com/scientificreports/
Cancer n MAF(%) OR (95% CI) p-value
Colorectal 46 1.09 0.60 (0.07 4.78) 0.64
Breast 69 1.45 0.83 (0.18 3.82) 0.81 Lung 55 2.73 1.60 (0.43 5.93) 0.48 Prostate 32 3.13 1.85 (0.39 8.73) 0.43 Haematologic 143 0.35 0.19 (0.03 1.53) 0.12 Other CNS tumors 31 0.00 Other systemic cancers 35 2.85 1.68 (0.36 7.91) 0.51 All non-glial malignancies 411 1.34 0.74 (0.33 1.78) 0.47
Table 1. rs55705857 is not associated with generalized cancer susceptibility. 109/143 patients with haematologic malignancies are acute myeloid leukemia (AML) patients. MAF: minor allele frequency; OR: odds ratio; n: number of patients; CNS: central nervous system.
that seemed to be associated with the risk allele, albeit much weaker, was IDH-wt, ATRX-wt tumors (OR=5.60; p=0.0302; n=14).
The exceedingly high ORs associated with the SNP prompted us to exclude the possibility of it rather behaving similar to a mutation. Screening of 114 tumor-blood pairs (14 (A/G) and 100 (A/A) patients) did not yield any Knudsonian second hits at the same locus (Fig.2c).
Several SNPs in the 8q24.21 locus have been associated with various cancer types including colorectal, prostate, lung, and breast cancers. Hence, we hypothesized that rs55705857s eect on gliomas may not be specic to a possible involvement in 8q24.21-associated cancers. A total of 411 cancer patients peripheral blood DNA was genotyped and G-allele frequencies were compared to the healthy control population (Table1). For all 411 cases combined, there was no association with rs55705857 (OR = 0.74, 95%CI=0.331.78; p-value= 0.47). Colorectal (n= 46), breast (n= 69), lung (n= 55) and prostate (n=32) cancers yielded ORs between 0.6 (colorectal) and 1.85 (prostate), but none reached statistical signicance (p-values ranging between 0.430.81). We also tested a few of other systemic cancer types (e.g. pancreas, ovarian, stomach) and non-glioma CNS tumors (mostly meningiomas). G-allele frequency in other systemic cancers was 2.5% (n=40; OR= 1.46; 95% CI=0.316.83; p-value= 0.51). On the other hand, the G-allele was not detected in any of 31 CNS tumor cases tested (Table1). Additionally, peripheral blood from 109 Acute Myeloid Leukemia (AML) patients and 34 other hematologic malignancies were also genotyped. The risk allele was present in 1 of 143 samples (OR= 0.19; 95% CI=0.031.53; p= 0.12), resulting in a trend towards negative-association in hematological malignancies.
To exclude an association with IDH mutation rather than with IDH mutant gliomas, we screened other IDH-associated tumors. Besides gliomas, IDH1IDH2 mutations are frequently observed in chondrosarcomas and cartilaginous tumors, some of them in patients with Ollier disease and Maucci syndrome7,8. 73 chondrosarcoma (CHS) and 47 low-grade cartilaginous tumors (LGCT), all bearing IDH-mutations, from a British patient cohort, were screened and compared to other British controls (1000 Genomes Project, Ensembl database, www. ensembl.org). 17 of these were patients with Ollier syndrome, 2 of them with Maucci syndrome, 1 with Coeliac disease and 100 were solitary tumors. None of the syndromic patients were rs55705857-G allele carriers and the MAF for all tumors was 4.80, compared to 6.59 for the British population (Table2). Overall, there was no signicant association between rs55705857 and IDH-mutant bone/cartilaginous tumors collectively (OR=0.72; p= 0.46), CHS (OR=0.99; p= 0.99) or LGCTs (OR=0.32; p=0.14; n=47).
Despite previous reports that linked rs55705857 with younger age5,9, our analysis of the age of onset failed to identify any statistically signicant dierence between risk allele carriers and non-carriers within the same glioma subtype (Supplementary Figure 1a). We compared risk allele carriers (A/G) to non-carriers (A/A) in WHO grade-II gliomas that were grouped according to either histopathology or molecular alterations. Based on WHO 2007 histopathologic classication, the median age for oligodendroglioma-A/G group (n= 12) was 36 (36.81.6) compared to 38 (40.3 1.5) for A/A group (n = 46) (values in parentheses are expressed as Mean S.E.M.). A similar trend was observed when molecular classication scheme was used: 37.5 vs. 38.0 (median), 40.02.7 vs. 40.42.0 (meanS.E.M.), n= 10 vs. n= 26, for oligodendrogliomas with A/G and A/A genotypes, respectively (Supplementary Figure 1a, le panel). One-way ANOVA, Kruskall-Wallis and Dunns multiple comparison tests did not reveal any signicant dierence between any of the groups tested. On the other hand, the picture was less clear with astrocytomas: Both histopathologic and molecular classication of IDH-mutant grade-II astrocytomas revealed a trend toward younger age of patients with A/G genotype, compared to those with A/A genotype; however, the dierence did not reach the signicance level of p < 0.05 (p = 0.22, Kruskall-Wallis test). The median and mean values of each group based on histopathology and rs55705857 were as follows: 29.0 vs. 34.0 (median), 31.0 2.1 vs. 37.4 2.1 (mean S.E.M.), n = 7 vs. n = 33, for astrocytomas with A/G and A/A genotypes, respectively (Supplementary Figure 1a, right panel). According to molecular classication: 30.0 vs. 34.5 (median), 31.9 2.0 vs. 37.71.9 (meanS.E.M.), n= 11 vs. n= 40, for patients with the A/G and the A/A genotypes, respectively.
SCIENTIFIC REPORTS
4
www.nature.com/scientificreports/
Cancer n MAF(%) OR (95% CI) p-value
CHS 73 6.14 0.99 (0.392.56) 0.99
LGCT 47 2.13 0.32 (0.071.49) 0.14 British Population* 89 6.59
Ollier Maucci Coeliac Solitary TOTAL British Control
A/G 0 0 0 11 11 11 A/A 17 2 1 89 109 78 MAF (%) 0 0 0 0 4.80 6.59 Odds ratio 0.72p-value 0.46
Table 2. rs55705857 is not associated with other IDH-mutant cancers. Upper panel: IDH-mutant tumor patients grouped according to type of tumor. Lower panel: IDH-mutant tumor patients grouped according to presence of Ollier, Maucci or Coeliac syndromes. *British population data was obtained from 1000 Genomes
Project Phase I. CHS: chondrosarcoma; LGCT: low-grade cartilaginous tumor; MAF: minor allele frequency; OR: odds ratio; n: number of patients.
A molecular marker that is indicative of proliferative capacity and therefore of clinical behavior of gliomas is Ki-67 mitotic index. We checked for any Ki-67 index dierences in risk allele carriers through dierent histopathologies. Hence, we compared Ki-67 index distribution according to rs55705857 genotype and histopathologic/molecular classication criteria (Supplementary Figure 1b). In WHO grade-II oligodendrogliomas, median, mean and standard error values were as follows: 0.03 vs. 0.03 (median), 0.050 0.0098 vs. 0.0750.015 (mean S.E.M.), n = 13 vs. n = 44, for the A/G and the A/A groups, respectively. Similar results were obtained with molecular grouping, i.e. IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs: 0.05 vs. 0.04 (median), 0.0530.0107 vs. 0.0760.0169 (meanS.E.M.), n=10 vs. n= 26, for the A/G and the A/A groups, respectively. Similarly, analysis of WHO grade-II astrocytomas yielded no signicant dierence between the two genotypes, either: 0.04 vs. 0.03 (median), 0.036 0.0078 vs. 0.0340.0046 (meanS.E.M.), n= 7 vs. n=32, for the A/G and the A/A groups, respectively. Neither did it among IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs: 0.02 vs. 0.03 (median), 0.026 0.0036 vs. 0.0430.012 (mean S.E.M.), for A/G and A/A groups, respectively. One-way ANOVA, Kruskall-Wallis and Dunns multiple comparison tests were applied for statistical analysis of all groups and the p-value was found to be p= 0.84. Therefore, we conclude that there is no association between rs55705857 genotype status and Ki-67 index.
In order to assess the impact of the presence of rs55705857-G allele on the clinical progression of tumors, we compared time to malignant degeneration (Supplementary Figure 1c) and overall survival (Supplementary Figure 1d) of WHO grade-II IDH-mutant 1p/19q co-deleted oligodendrogliomas and IDH-mutant astrocytomas with either the A/G or A/A genotype. Kaplan-Meier curve analysis and log-rank test did not reveal any observable dierence among WHO grade-II IDH-mutant astrocytomas in terms of overall survival or time to malignant degeneration (p= 0.479 and p= 0.883, respectively). On the other hand, among IDH-mutant 1p/19q co-deleted oligodendrogliomas, a trend towards both longer survival and longer time to malignant degeneration was evident for A/G patients; however, it did not reach the 95% statistical signicance level (p = 0.234 and p = 0.281, respectively).
To test for any further association other than the IDH-mutation we compared risk allele carriers with non-carriers for common glioma associated oncogenic changes (IDH1/2 and TERT-promoter mutations, and immunohistochemistry for ATRX, TP53, p16INK4A, PTEN,
EGFR and MGMT methylation). Among them, TERT promoter (TERTp) mutations C228T and C250T were recently described in gliomas and a possible relation with rs55705857 has never been explored so far10.
Rs55705857-G allele showed the strongest association with IDH1 mutation in all gliomas group (53% vs. 81%, for A/A and A/G, respectively; p = 0.001, determined by chi-square test) (Fig.3a). In the same group, the second strongest association was with EGFR overexpression, as determined by immunohistochemistry (82% vs. 100%, for A/A and A/G, respectively; p = 0.0076). A third marker that reached signicance in all gliomas group was p53 nuclear expression (p53-NE). p53 protein has a very short half-life of 520min and widespread nuclear accumulation of p53 is not observable in normal tissues; it is indicative of mutations in the p53 pathway. Loss-of-p16INK4A expression (p16-LOE) frequency was not statistically dierent between A/G and A/A group tumors. On the other hand, frequency of TERTp-mutations (52% vs. 53%), loss-of-PTEN expression (PTEN-LOE, 80% vs. 76%), copy number gain of PDGFs (PDGFA, PDGFB, PDGFRA, PDGFRB; 13% vs. 13%) and MGMT promoter methylation above an arbitrary 30% level (59% vs. 59%) was almost identical between A/A and A/G groups (Fig.3a).
As gliomas are a molecularly heterogeneous group, we narrowed down our analysis to molecularly similar diuse gliomas: We analyzed IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II and IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs, separately, and looked for possible associations between molecular alterations and the rs55705857 genotype. Interestingly, we noted that p16INK4A-LOE was observed in 6 out of 13 (46%) IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs with the A/A genotype but in none of those with the A/G genotype (n=9, p= 0.009) (Fig.3b). None of the other markers were dierentially distributed between the two genotypes of IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs. As opposed to the
SCIENTIFIC REPORTS
5
www.nature.com/scientificreports/
Figure 3. Distribution of molecular alterations according to rs55705857 genotype and glioma subtype suggests subtype-specic dierences. Dierential distribution of molecular alterations between A/Gand A/A groups of (a) all gliomas, (b) WHO grade-II oligodendrogliomas with IDH mutation, 1p/19qcodeletion and lack of ATRX mutations, (c) WHO grade-II astrocytomas with IDH mutation and ATRX mutations, were plotted as radar graphs. ATRX, p53, p16, PTEN, EGFR and MGMT status was determined by immunohistochemical staining of FFPE-sections. An arbitrary level of 30% was used to determine MGMT promoter methylation. IDH1/2 and TERT promoter mutations were detected by PCR and Sanger sequencing of target region or by mini-sequencing. PDGFs indicates copy number gain in any of PDGFA, PDGFB, PDGFRA or PDGFRB, determined by exome sequencing. Number of samples analyzed for each alteration are indicated at the corners of the radar graph in blue (A/A) and red (A/G, G/G). Dierential distribution of each molecular alteration between A/G and A/A groups of tumors was determined by chi-square test. y-axis indicates percentage of samples with alteration. (*) Indicates a signicance level of p< 0.05; (**) indicates a signicance level of p< 0.01. LOE: loss-of-expression; NE: nuclear-expression; TERTp: TERT promoter.
all gliomas group, EGFR was overexpressed in all tumors (100%) of IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II regardless of the rs55705857 genotype. On the other hand, in the IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DG group, the only marker that approached statistical signicance was EGFR over-expression: it was present in 10/10 IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs of the A/G geno-type and 21/27 of the A/A genotype (p= 0.10 by chi-square test) (Fig.3c). Frequency of p53-NE, p16INK4A-LOE,
PTEN-LOE and copy number gain of PDGFs (PDGFA, PDGFB, PDGFRA, PDGFRB) were similar between the two groups.
Although investigation of possible correlations between rs55705857 and well-known molecular changes in gliomas provides valuable information, a mechanistic explanation necessitates an understanding of its function. Therefore, we hypothesized that rs55705857 may aect the expression of the CCDC26 lncRNA gene that it resides within. Quantitative real-time PCR (qPCR) analysis with a TaqMan assay that targets the common exons (exons 34) of CCDC26 did not yield a signicant dierence between the G-allele carriers and non-carriers (1/10 vs. 4/28 of samples with detectable expression, respectively; chi-square test p-value= 0.73). This result indicates that the G-allele is unlikely to exert its impact by altering CCDC26 expression. However, we cannot rule out possible eects on alternative transcripts that do not contain exons 3 or 4.
The 8q24 locus is commonly amplied in gliomas and an obvious question is whether rs55705857 has any association with copy number variations (CNV) at this locus or elsewhere in the genome. Whole genome CNV analysis was performed in 22 WHO grade-II IDH-mutant oligodendrogliomas, A/A (n = 18) and A/G (n = 4) genotypes, using OncoScan FFPE Express arrays. These arrays are based on molecular inversion probe technology and have the advantage of detecting copy-neutral events in addition to gains/losses. None of the 4 tumors in the A/G group had any CNV at 8q24, while 2/18 (11%) tumors in the A/A group had copy number gain (p=1.00 by Fishers exact test) (Supplementary Figure 2 and Supplementary Table 3). These ndings suggest that rs55705857
SCIENTIFIC REPORTS
6
www.nature.com/scientificreports/
is unlikely to be associated with mechanisms that aect 8q24.21 copy number or require copy-number changes to show its eects.
Candidate based analysis of molecular alterations hinted at a dierential involvement of certain genes/pathways in tumors with rs55705857-G allele compared to those with A-allele. However, only limited information could be gathered with this type of candidate based approach. Therefore, we next undertook transcriptomic analysis of tumors followed by network analysis by PANOGA (Pathway and Network Oriented GWAS Approach)11.
To this end, we performed RNA-seq analysis of 6 WHO grade-II tumors (n = 4 with the A/G, n= 2 with the A/A genotype) that were IDH1-R132H mutant, 1p/19q co-deleted and ATRX-wild-type. By choosing tumors that are low-grade and highly similar to each other in terms of molecular alterations, we aimed at minimizing the confounding factors and maximize the chances of identifying dierences that are associated with rs55705857 genotype. Another important aspect of the strategy that we used to maximize dierences due to rs55705857 and minimize the others was to compare tumors-to-tumors (i.e. A/G to A/A), rather than comparing tumors to the normal brain tissue. Our approach by-passed the problem of normal tissue, as all attempts at using various sources of brain tissue as normal control make untestable assumptions that can lead to false conclusions.
A total of 72 genes were found to be dierentially expressed at p 0.001 and q< 0.2 signicance level between the two groups (Supplementary Table 4). Network analysis of RNA-seq data was carried out by a modified PANOGA11. Originally developed for network analysis of GWAS data, PANOGA combines evidence from a variety of sources and extracts information not only from relatively few highly signicant genes but also accounts for contribution of numerous other less-signicant genes. Therefore, 822 genes dierentially expressed at p<0.05 level were analyzed by a modied PANOGA approach. The results suggested neurotrophin signaling pathway, Ras/Rap1/MAPK pathways, osteoclast dierentiation pathway as the most signicant KEGG pathways being dierentially regulated between WHO grade-II IDH-mutant 1p/19q co-deleted DGs with rs55705857-A/G and rs55705857-A/A genotypes (Supplementary Table 5). Less signicant pathways included several related to immune response and cell adhesion related processes.
Next, we extended our integrative approach to include proteomic analyses of two distinct molecular subtypes of WHO grade-II gliomas, namely IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs (n = 3 vs. n = 6, A/G and A/A, respectively) and IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs (n= 3 vs. n = 4, A/G and A/A, respectively). LC-MS/MS analysis of tumors yielded a total of 1561 proteins that were identied with at least 2 peptides at an FDR < 0.1% signicance level. 15 proteins were dierentially expressed among IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs, while 35 proteins were dierentially expressed among IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs with and without the G-allele (Supplementary Tables 6 ad 7). However, enrichment analysis of these proteins by MetaCoreTM (GeneGo Inc., Thomson Reuters) did not yield any pathway or GO process with an FDR < 105 signicance level. Therefore, we decided to look for possible transcription factor (TF) networks that are dierentially aected by rs55705857 alleles, by using transcriptional regulation analysis function of MetaCore. MYC transcriptional network was the top hit in IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs (p-value 4.6E-21) and the second top hit in IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs (p-value 1.96E-32) (Fig.4). The second most signicant TF was CREB1 (cAMP Response Element Binding Protein 1) top hit in IDH-mutant 1p/19q-intact ATRX-mut WHO grade-II DGs (p-value 1.83E-52) and third top hit in IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs (p-value 4.53E-14). Of note, GO processes associated with both transcription factor networks were nearly identical between molecular oligodendrogliomas and astrocytomas, implying common processes are aected in both types of gliomas in the presence of the G-allele.
Considering the well-known roles of MYC in various cancer types including gliomas and its relative proximity to rs55705857 on chromosome 8, we hypothesized that rs55705857 may modulate MYC expression.
MYC
Several SNPs in 8q24.21 region that increase cancer risk have been shown to do so by long-range interactions with MYC proto-oncogene promoter in a tissue specic manner1214. Moreover, some of these SNPs have recently been shown to interact with CCDC26 locus in breast and prostate cancer cells, as well15,16. Studies on AML and ALL suggested that 100 kb region anking rs55705857 contains 5 tissue-specic MYC enhancers and, despite being 1.9Mb apart from MYC gene, interacts with SWI/SNF chromatin remodeling complex subunit Brg1 (in AML) or transcription factor Tal1 (in ALL)1719. Collectively, these ndings suggest a possible regulatory function for the region encompassing rs55705857.
Using VISTA Enhancer Browser20, a resource that examines numerous potential enhancer elements in vivo with transgenic mouse assays, rs55705857 was shown to overlap the human enhancer element, hs1709. Moreover, this region is part of a single chromatin topologic domain (Fig.5a21) that contains the MYC oncogene, which serves as the most likely candidate target gene for this regulatory element.
Conservation of non-coding sequences among divergent species has been suggested to be a good predictor of cis-regulatory elements. In addition, variation within these conserved regions has been proposed to be associated with phenotypic dierences. The genomic region encompassing rs55705857 showed evidence of high sequence conservation between evolutionarily-divergent species, with a GERP score 5.98.
To infer a possible regulatory function, we assessed regulatory features using UCSC Genome Browser, revealing that rs55705857 overlaps a DNase I hypersensitivity site (one of the three cell lines with hypersensitivity is HA-h, a hippocampal astrocyte line), histone marks that are associated with regulatory elements in H1-derived
SCIENTIFIC REPORTS
7
www.nature.com/scientificreports/
Figure 4. Transcriptional regulation analysis of LC-MS/MS comparison of WHO grade-II oligodendrogliomas and astrocytomas point to dierential MYC network activity between rs55705857-G allele carriers and non-carriers. Le panel: MetaCore transcriptional regulation analysis of dierentially expressed proteins between A/G (n= 3) and A/A (n= 6) groups of IDH-mutant 1p/19q co-deleted ATRX-wt diuse gliomas. Right panel: the same analysis was performed on LC-MS/MS data of IDH-mutant 1p/19q-intact ATRX-mut diuse gliomas, A/G (n= 3) and A/A (n= 4) groups. GO processes and the particular p-value for each process is listed in the second column of each panel. zScore indicates the standard/normalized score for each transcription factor network analyzed.
neuronal progenitor cultured cells, a RNA-Pol2 binding signal, and small RNA-seq data showing a balanced short RNA transcription, characteristic of enhancer-associated RNA (eRNA), a hallmark of active enhancers (Fig.5a; Data obtained from the UCSC Genome Browser https://genome.ucsc.edu/). All these features suggest that rs55705857 may be a regulatory SNP, residing in a cancer-specic enhancer element.
To test for this possible enhancer activity on MYC and determine any allelic dierence, we performed lucif-erase reporter assay in HEK293 cells. Three dierent rey luciferase constructs were prepared, two containing the highly conserved enhancer element cloned upstream of MYC promoter, with the only dierence between the two being the presence of risk or non-risk allele, and one with only the MYC promoter (Fig.5c).
Both constructs with the enhancer element displayed a higher rey luciferase activity (normalized to Renilla luciferase activity) than the construct with the MYC promoter alone, supporting the enhancer activity hypothesis of the conserved region. More importantly, the construct containing the risk allele displayed a signicantly higher (approximately 3 times) luciferase activity than the construct with the non-risk allele, suggesting that the presence of the risk allele causes a stronger transcriptional enhancing activity on MYC promoter (Fig.5c). On the contrary, the enhancer activity was observed only in combination with the MYC promoter, as no increase in the activity of the CDX2 promoter was observed. Moreover, the presence of the risk allele or non-risk allele did not make any dierence when combined with the CDX2 promoter. These results indicate that the conserved region around rs55705857 can enhance the transcriptional activity of the MYC promoter specically and the risk allele further augments this eect.
Although multiple lines of evidence we obtained showed that rs55705857 is associated with altered MYC activity, we did not nd dierence in MYC protein expression by immunohistochemical staining of 31 LGG samples (n = 21 vs. n = 10, for A/G and A/A, respectively; Supplementary Figure 3a). Neither did we observe any dierence between the two groups in terms of copy number gain of MYC (Supplementary Figure 3b) or any
SCIENTIFIC REPORTS
8
www.nature.com/scientificreports/
Figure 5. The region encompassing rs55705857 acts as a MYC enhancer and rs55705857-G allele increases this activity. (a) Chromatin Topological Domain structure and epigenetic and transcriptional features of the region around rs55705857 and MYC. Normalized HiC interaction frequency displayed as a two-dimensional heat map showing the topologic domain that includes the glioma risk allele rs55705857 as well as the MYC oncogene (Adapted from21). The frequency of interaction between two 40-kb genomic regions is indicated by the color intensity at their diagonal intersection. (b) Epigenetic and transcriptional features, obtained from UCSC Genome Browser, are as follows 1) The genomic region encompassing rs55705857 shows evidenceof a high sequence conservation between evolutionarily-divergent species, 2) rs55705857 resides in DNaseI hypersensitivity site, detected in 3 cell-lines (one of which being hippocampal astrocyte cell line HA-h), 3) This genomic region displays H3K27ac and H3K4me1 signals, both of which distinguish active enhancers from inactive/poised enhancer elements, detected in H1-derived neuronal progenitor cells, 4) An RNA polymerase II binding site, as indicated by Pol2 ChIA-PET signal in HeLaS3 cells, overlaps the genomic region encompassing rs55705857, suggesting active-transcription, 5) This genomic region also displays a balanced short RNA transcription, characteristic of enhancer-associated RNAs (eRNAs), which is a hallmark of active enhancers. (small RNA-seq data). (c) The le panel shows the organization of luciferase assay constructs. HEK293 cells were transfected with Renilla luciferase plasmid pRL-CMV and one of three rey luciferase plasmids:MYC promoter alone, MYC promoter plus enhancer region with rs55705857-A allele or MYC promoter plus enhancer region with rs55705857-G allele. As a control, MYC promoter was replaced with the CDX2 promoter and assayed in parallel. Aer 4872hours, luciferase expression was measured via Dual-Glo Luciferase Assay System. Average of 3 experiments are shown (errors bars indicate S.E.M). y-axis shows normalized luciferase activity in logarithmic scale. (*) Indicates a statistical signicance level of p<0.05.
SCIENTIFIC REPORTS
9
www.nature.com/scientificreports/
oncogenic copy number alteration of the MYC-MAX-FBXW7 module (Supplementary Figure 3c). A plausible explanation is that the eect exerted by rs55705857 shis MYC expression only modestly and possibly only in a certain cell type, such as glioma initiating cells. Indeed, a study that investigated the eects of the deletion of a MYC enhancer that is implicated in colorectal cancer showed that the deletion led to cancer resistance while having only slight or no impact on MYC expression22. Therefore, a more detailed and extensive analysis may be required to accurately measure the eect of rs55705857 on MYC expression.
Discussion
Our study has three main ndings: First, the rs55705857-associated glioma risk was conrmed in the Turkish population. Second, the association was found to be unique to IDH-mutant gliomas (but not gliomas in general, other central nervous system malignancies, other common systemic cancers, other 8q24.21-associated systemic cancers or IDH-mutant non-glioma tumors). Third, the evolutionarily conserved region encompassing rs55705857 may act as a MYC-enhancer and the presence of the risk allele further potentiates this activity.
We found the minor allele frequency (MAF) for rs55705857 as 1.7% in the general Turkish population and 7.5% in hemispheric adult gliomas. Conrming previous ndings, the association was 4-times stronger for IDH-mutant gliomas when compared to IDH-wt cases in our cohort4,6. The association with IDH-mutant gliomas was persistently signicant, when analyzed for dierent WHO-grades or for dierent genetic subtypes (carrying mutational proles attributed to oligodendrogliomas or astrocytomas by the 2014 Haarlem Consensus)23. In contrast, there was never a signicant association with IDH wild-type gliomas. Given the fact that IDH-mutant gliomas peak at the 4th and 5th decades of life and that the IDH wild-type gliomas present with an ever-increasing incidence with age, independent oncogenic processes may be active in IDH-mutant and wild-type gliomas. Therefore, rs55705857 may only be interfering with the oncogenic process in IDH-mutant gliomas.
Even though evidence strongly suggests a causal role for rs55705857 in gliomagenesis, the fact that only a tiny fraction of rs55705857-G allele carriers develop glioma points to a modulatory role for this SNP. Considering that regulation of MYC expression is under control by several factors and mechanisms, it would not be surprising to see that alteration of only one of those mechanisms to result in a limited eect on the phenotype. In theory, such a minor, modulatory eect shall become less and less signicant in the context of an ever-increasing anaplasia with accumulating oncogenic properties. In IDH-mutant gliomas, we noted such a decrease in the degree of signicance with increasing anaplasia (WHO grade), the mechanism of which is yet to be elucidated. Our speculation that rs55705857 marks less malignant cases is supported by ndings from clinical studies, which showed that rs55705857 is a marker of longer progression-free survival in patients with oligodendrogliomas24. In our patient cohort, the carriers of the risk allele at rs55705857 had a trend towards longer overall-survival or longer time to malignant degeneration in oligodendrogliomas but not in astrocytomas. Other important predictors of clinical behavior such as patient age at presentation or the Ki-67 proliferative index were not statistically dierent in carriers and non-carriers of the risk allele.
The association of rs55705857 with IDH-mutant gliomas is the strongest reported so far for any cancer and the minor allele frequency is very low. Therefore, to exclude the possibility that it is not merely a polymorphism but a germline oncogenic mutation, we also genotyped tumor tissues from the same patients but no further somatic changes were found in the tumor tissue (n = 114). The small number of cases homozygous for the risk allele (n= 2; 4.4% of risk allele carriers) did not allow a useful comparison for the eect of gene dosage in heterozygous vs. homozygous carriers.
8q24 is a gene-poor region, but despite this fact it has several well-documented associations with multiple systemic cancers including prostate, colorectal, breast, bladder and lung in addition to gliomas2528. To exclude a general cancer predisposition related to rs55705857, we tested several systemic cancers including lung, colorectal, breast and prostate but a possible association with rs55705857 was excluded for all (n= 411) or each cancer type individually. Similarly, we excluded a rather general association with IDH-mutation by testing 120 IDH-mutant CHS/LGCT patients. On the contrary, there was a trend towards a protective eect in hematologic malignancies and LGCT. This may be of importance as IDH-mutations denote reciprocal clinical behavior in gliomas (better survival) and IDH-mutant acute myeloid leukemia (AML) cases (worse survival)29,30.
Subtype specic associations of rs55705857 with loss of p16INK4A expression, EGFR overexpression and p53 nuclear accumulation suggests that the G-allele may increase tumorigenic potential of tumor initiating cells through partially dierent routes in oligodendrogliomas and astrocytomas. Overexpression of EGFR in 100% of oligodendrogliomas with the G-allele may be related to dierential activity of Ras/MAPK pathways and point to possible dependence on RTK activation in these tumors. Despite dierences in molecular alterations associated with the risk allele, MYC network alteration was shared between both oligodendrogliomas and astrocytomas as one of the most signicant.
Association of gliomas with 8q24.21 has been reported for dierent SNPs (e.g. rs4295627, rs891835), but an underlying mechanism has not been reported for any of them. With rs55705857, the rst plausible explanation would be an eect on local gene expression, namely of CCDC26 (RAM). The expression of this lncRNA has rst been reported in leukemia/lymphoma cell lines. However, CCDC26 has never been reported to be expressed in gliomas. In agreement, our quantitative analysis using qPCR (n = 38) and RNA-seq methods (n = 7) did not detect signicant expression of CCDC26 in the majority (90%) of glioma tumor samples, which indicated that rs55705857 is unlikely to exert its eect by modulating the expression of major isoforms of CCDC26 in tumor cells.
Some of the SNPs at the 8q24 locus that had been linked to systemic cancers including prostate, colorectal and breast were shown to have long-distance interactions with the MYC promoter and regulate its expression in a tissue-specic manner1214. So far, no mechanistic link has been demonstrated in gliomas between rs55705857 and MYC, which is located approximately 1.9 Mb centromeric to rs55705857 (as opposed to aforementioned systemic cancer associated-SNPs, which are situated centromeric to MYC). Immunohistochemical staining of
SCIENTIFIC REPORTS
10
www.nature.com/scientificreports/
a relatively small group of gliomas did not reveal any detectable dierence in MYC expression in carriers and non-carriers of the risk allele; however, comparative LC/MS-MS analyses, when performed separately in oligodendroglioma and astrocytoma tumor samples independently, consistently indicated that the MYC-network was the most dierentially regulated transcriptional network in risk-allele carriers with high signicance. Observation of the same eect in two dierent histologies, both of which are IDH-mutation driven, further supports this MYC dependent explanation of the 8q24.21-association in gliomas. Furthermore, in vitro luciferase assays showed that the genomic region centered on rs55705857 has a positive modulatory eect on the MYC promoter and that the presence of the risk allele signicantly augmented this already positive modulation. The fact that MYC does not function as an on-o switch, but rather acts as a continuous modulator is also consistent with the modulatory eect of the rs55705857. Extrapolations from the age of onset and from the growth rate of IDH-mutant low-grade gliomas place the onset of glioma development to early childhood or the in-utero period, which are active times of neurogenesis and gliogenesis. MYC is an important player in cortical development, and is an established key-eector in the gliogenesis-neurogenesis switch31. A recent report showed that elevated MYC expression in oligodendrocyte precursor cells (OPCs) keeps these cells in undierentiated state and promotes their proliferation by regulating expression of cell cycle and nucleosomal genes32. Several possible roles for MYC in gliomagenesis have been documented, among which being a regulator in glioma stem cells and neural stem cells is of particular importance33,34. PTEN and p53 were suggested to regulate MYC and thereby regulate stem cell behavior in glioma35. Interestingly, mice that overexpress MYC in astroglia are more prone to gliomas36, and MYC has even been considered as a therapeutic target in gliomas37. We speculate that rs55705857 increases MYC expression in a particular spatial and temporal context and therefore increases the probability of tumor formation. Since the risk allele is an inherited factor, it is possible that more than one cell type is aected and contributes to gliomagenesis. On the other hand, the uniqueness of the association to gliomas and its absence from other IDH-mutated tumors may be explained by the enhancer being in an active state only in certain cell types. DNase I hypersensitivity of the region in only 3 out of 125 cell lines supports this idea. Further experiments will be required to test this hypothesis.
Studies on induced pluripotency have indicated that MYC is only transiently required during establishment of pluripotency and silenced aerwards36. Therefore, rs55705857 mediated increase in MYC expression do not have to be sustained through all stages of gliomagenesis and instead may very well be largely restricted to a certain cell type (e.g. OPCs or NSCs) and/or to a specic stage; this may be the reason behind why increased MYC activity cannot be shown simply and directly by MYC expression. In line with this hypothesis, the 8q24 localized and prostate cancer associated SNP (rs6983267) was shown to increase MYC expression only during prostate development/maturation before the onset of tumorigenesis13. A similar impact may be exerted by rs55705857 during brain development and/or in NSCs/OPCs.
MYC has long been known to cooperate with Ras at multiple levels en route to tumorigenesis3840. Therefore, it is not surprising that PANOGA analysis of RNA-seq results identied Ras/MAPK pathways among the most signicantly altered networks between risk-allele carriers and non-carriers. Knock-down of Rap1 has been identied to be synthetic lethal to MYC overexpression in human mammary epithelial cells (HMECs)41 Despite being altered in many dierent cancer types, deregulation of MYC expression could be toxic to cells and induce apoptosis42. Therefore, it must be critical for tumor initiating cells to activate compensatory mechanisms in parallel to MYC activation.
The second most aected transcriptional network, particularly in IDH-mutant 1p/19q co-deleted ATRX-wt WHO grade-II DGs, was that of CREB1 (cAMP response element binding protein 1), a well-known mediator of neuronal processes including neurogenesis. CREB is also a classical mediator of neurotrophin response in neurons and may explain dierential regulation of neurotrophin pathway in gliomas with and without rs55705857-G allele43. Recently, CREB phosphorylation has been inversely associated with 1p/19q-codeletion, the hallmark alteration of oligodendrogliomas44. However, the molecular machinery that links rs55705857 to altered CREB network is the subject of further studies.
Peripheral blood was collected from patients and controls aer informed consent was obtained. Blood was collected into EDTA-tubes and genomic DNA was extracted with High Pure PCR Template Preparation Kit (Roche) or MagNA Pure LC DNA isolation kit on MagNA Pure LC 2.0 automated system (Roche, Mannheim, Germany). DNA isolation from FFPE-sections, tumor samples stored in liquid nitrogen or RNAlater (Life Technologies) was performed with QIAMP DNA Mini Kit (QIAGEN, Hilden, Germany). FFPE-tissues were treated with xylene/ethanol before DNA isolation. See Supplementary Information for detailed description of sequencing protocols and primers.
Tumor samples were evaluated by one single neuropathologist and immunohistochemistry (IHC) was performed with antibodies against ATRX (Cat.# HPA001906, Sigma-Aldrich, Steinheim, Germany), p53 (Clone# DO-7, Cat.# A00021-IFU, ScyTek Laboratories, Logan, UT), PTEN (Clone# 17.A, Cat.# MS-1601, Thermo Fisher Scientic, Fremont, CA), p16INK4A (Clone# E6H4, Cat.# 725-4713, CINtec p16 Histology, Roche Ventana, Basel, Switzerland), EGFR (Clone# EGFR.113, Cat.# NCL-L-EGFR, NovocastraTM Liquid Mouse Monoclonal Ab, Leica Biosystems Newcastle Ltd., Newcastle, UK), IDH1-R132H (Clone# H09, Cat.# DIA-H09, Dianova GmbH, Hamburg, Germany), Ki-67 (Clone# MIB-1, Cat.# M7240, Dako Denmark A/S, Glostrup, Denmark), MYC (Clone# Y69, Cat.# 790-4628, Roche Ventana, Basel, Switzerland) and methylated MGMT (Clone# MT23.2, Cat.# NB100-168, Novus Biologicals, Cambridge, UK), as described before45. An arbitrary 30% cut-o level was used for determination of MGMT methylation. 1p/19q-codeletion status was assessed by FISH and/or microsatellite analysis. Fluorescent PCR and fragment analysis by capillary electrophoresis of D1S162, D1S199, D1S226,
SCIENTIFIC REPORTS
11
www.nature.com/scientificreports/
D1S186, D1S312, D19S112, D19S918 and D19S206 STR regions for detection of loss of heterozygosity (LOH) in 1p and 19q in the tumor tissue was performed in ABI PRISM 3100 Genetic Analyzer (Applied Biosystems,
ThermoFisher, Carlsbad, CA)46. All samples underwent routine IDH testing by IHC (anti-IDH1-R132H) and by molecular methods (mini-sequencing and/or Sanger sequencing). (Supplementary Information).
Tumor samples that have been ash frozen in liquid nitrogen were homogenized (Daihan Scientic) and lysed on ice. Homogenization buer contained 50 mM ammonium bicarbonate (Sigma), 8M urea (Sigma-Aldrich), 2M thiourea (Sigma-Aldrich), Complete protease inhibitor cocktail tablets (Roche), and Phosstop phosphatase inhibitor cocktail tablets (Roche). Lysed tissue samples were centrifuged at 5000 g for 20 minutes at 4 C. Supernatant aliquots were stored at 20 C until LC-MS/ MS analyses.
Protein extracts were reduced with 5 mM dithiothreitol (Sigma-Aldrich, USA) for 30 min at 60 C in 0.05 M ammonium bicarbonate (Sigma-Aldrich, USA), pH 7.8 followed by an alkylation with 15 mM iodoacetamide (Sigma-Aldrich, USA) for 30 min at room temperature in the dark. Aer quenching the reactions with 15mM dithiothreitol, proteins were digested with trypsin (Promega, Madison, WI) overnight at 37C to a nal enzyme:substrate ratio of 1:50. The digestion was stopped by adding formic acid to a nal concentration of 1%. Peptide mixtures were desalted using Finisterre SPE C18 reverse phase cartridges (Wicom International AG, Maienfeld, Germany) according to the following procedure: wetting the cartridge with 1 volume of 100% methanol, washing with 1 volume of 80% acetonitrile, equilibrating with 4 volumes of 0.1% formic acid, loading acidied digest, washing 6 volumes of 0.1% formic acid, and eluting with 1 volume of 50% acetonitrile in 0.1% formic acid. Peptides were dried using a vacuum centrifuge and resolubilized in 0.1% formic acid and frozen at 20C.
The 2774-bp MYC promoter fragment was amplified from genomic DNA extracted from the blood sample of a patient. The region was amplified via PCR with the primers MYCP_F1 (CGTCTATGTACTTGTGAATTATTTCA) and MYCP_R (GGGGACCACTTTGTACAAGAAAGCTGGGTCCTAAGCAGCTGCAAGGAGAGCCTTT), and then a nested PCR using the product of the first reaction as a template with the primers MYCP_F2 (GGGGACAAGTTTGTACAAAAAAGCAGGCTTCGCCATTACCGGTTCTCCATAGGGTG) and MYCP_R, which had anking attB sites. The nal products were separated on an agarose gel, and the desired bands were excised and puried, using the QIAquick Gel Extraction Kit (QIAGEN, Hilden, Germany). The puried product was then recombined into the pDONR221 plasmid via a Gateway BP reaction. The resulting entry clone was Sanger-sequenced for validation.
The DNA fragments of the highly conserved region encompassing rs55705857, with the risk and non-risk alleles were amplied from genomic DNA extracted from a risk and non-risk carriers blood sample, using primers GWL_ R55FREV (GGTACCGAGCTCTTACGCGTGCTAGCCCATCAACTGGATTGTGTGCTGGTCAGGATGA) and GWL_R55FREV (AGAGAAATGTTCTGGCACCTGCACTTGCACTGGGGACAGCCTTATGTGAGCA GTATTGCAGTCACTA), which included at their 5 the B1 and B2 Gateway cloning recombination sequences, respectively. The product was PCR-puried, using QIAquick PCR Purication Kit, and was inserted via PCR cloning upstream of the Gateway (GW) cassette, into the pGW-Luc destination vector. The nal vectors were Sanger-sequenced for validation. The MYC promoter in the entry clone was then recombined into the destination vector pGW-Luc, with the highly-conserved fragments inserted upstream of the recombination site, via Gateway LR reaction.
The resulting expression vectors (approximately 600 ng/well), together with a Renilla reporter pRL-CMV (0.6 ng/well), were then used for transfection of HEK293 cells, using Lipofectamine 2000 Transfection Reagent (Invitrogen, Carlsbad CA). The transfections were performed in triplets for each vector (including a triplet of a vector containing no promoter at all, as a negative control) in a 96-well plate. Aer approximately 4872hours following transfection, luciferase expression was measured via the Dual-Glo Luciferase Assay System (Promega, Madison, WI).
The study was approved by Acbadem Universitys institutional review board (ATADEK). Written consent was received from the patients prior to their inclusion in the study. All methods were carried out in accordance with the approved guidelines.
1. Shete, S. et al. Genome-wide association study identies ve susceptibility loci for glioma. Nat Genet 41, 899904 (2009).2. Jenkins, R. B. et al. Distinct germ line polymorphisms underlie glioma morphologic heterogeneity. Cancer Genet 204, 1318 (2011).3. Rajaraman, P. et al. Genome-wide association study of glioma and meta-analysis. Hum Genet 131, 18771888 (2012).4. Jenkins, R. B. et al. A low-frequency variant at 8q24.21 is strongly associated with risk of oligodendroglial tumors and astrocytomas with IDH1 or IDH2 mutation. Nat Genet 44, 11221125 (2012).
5. Claus, E. B. et al. Survival and low-grade glioma: the emergence of genetic information. Neurosurg Focus 38, E6 (2015).6. Enciso-Mora, V. et al. Deciphering the 8q24.21 association for glioma. Hum Mol Genet 22, 22932302 (2013).7. Amary, M. F. et al. Ollier disease and Maucci syndrome are caused by somatic mosaic mutations of IDH1 and IDH2. Nat Genet 43, 12621265 (2011).
8. Pansuriya, T. C. et al. Somatic mosaic IDH1 and IDH2 mutations are associated with enchondroma and spindle cell hemangioma in Ollier disease and Maucci syndrome. Nat Genet 43, 12561261 (2011).
9. Walsh, K. M. et al. Genetic variants in telomerase-related genes are associated with an older age at diagnosis in glioma patients: evidence for distinct pathways of gliomagenesis. Neuro Oncol 15, 10411047 (2013).
10. Killela, P. J. et al. TERT promoter mutations occur frequently in gliomas and a subset of tumors derived from cells with low rates of self-renewal. Proc Natl Acad Sci USA 110, 60216 (2013).
11. Bakir-Gungor, B., Egemen, E. & Sezerman, O. U. PANOGA: a web server for identication of SNP-targeted pathways from genome-wide association study data. Bioinformatics 30, 12871289 (2014).
SCIENTIFIC REPORTS
12
www.nature.com/scientificreports/
12. Pomerantz, M. M. et al. The 8q24 cancer risk variant rs6983267 shows long-range interaction with MYC in colorectal cancer. Nat Genet 41, 882884 (2009).
13. Wasserman, N. F., Aneas, I. & Nobrega, M. A. An 8q24 gene desert variant associated with prostate cancer risk confers dierential in vivo activity to a MYC enhancer. Genome Res 20, 11911197 (2010).
14. Ahmadiyeh, N. et al. 8q24 prostate, breast, and colon cancer risk loci show tissue-specic long-range interaction with MYC. Proc Natl Acad Sci USA 107, 97429746 (2010).
15. Dryden, N. H. et al. Unbiased analysis of potential targets of breast cancer susceptibility loci by Capture Hi-C. Genome Res 24, 18541868 (2014).
16. Du, M. et al. Prostate cancer risk locus at 8q24 as a regulatory hub by physical interactions with multiple genomic loci across the genome. Hum Mol Genet 24, 154166 (2015).
17. Shi, J. et al. Role of SWI/SNF in acute leukemia maintenance and enhancer-mediated Myc regulation. Genes Dev 27, 26482662 (2013).
18. Hnisz, D. et al. Super-enhancers in the control of cell identity and disease. Cell 155, 934947 (2013).19. Mifsud, B. et al. Mapping long-range promoter contacts in human cells with high-resolution capture Hi-C. Nature Genetics 47, 598606 (2015).
20. Visel, A., Minovitsky, S., Dubchak, I. & Pennacchio, L. A. VISTA Enhancer Browsera database of tissue-specic human enhancers. Nucleic Acids Res 35, D8892 (2007).
21. Dixon, J. R. et al. Topological domains in mammalian genomes identied by analysis of chromatin interactions. Nature 485,
376380 (2012).
22. Sur, I. K. et al. Mice lacking a Myc enhancer that includes human SNP rs6983267 are resistant to intestinal tumors. Science 338, 13601363 (2012).
23. Louis, D. N. et al. International Society Of NeuropathologyHaarlem consensus guidelines for nervous system tumor classication and grading. Brain Pathol 24, 429435 (2014).
24. Cairncross, J. G. et al. Benet from procarbazine, lomustine, and vincristine in oligodendroglial tumors is associated with mutation of IDH. J Clin Oncol 32, 783790 (2014).
25. Ghoussaini, M. et al. Multiple loci with dierent cancer specicities within the 8q24 gene desert. J Natl Cancer Inst 100, 962966 (2008).
26. Turnbull, C. et al. Genome-wide association study identies ve new breast cancer susceptibility loci. Nat Genet 42, 504507 (2010).27. Eeles, R. A. et al. Multiple newly identied loci associated with prostate cancer susceptibility. Nat Genet 40, 316321 (2008).28. Yeager, M. et al. Genome-wide association study of prostate cancer identies a second risk locus at 8q24. Nat Genet 39, 645649 (2007).
29. Paschka, P. et al. IDH1 and IDH2 mutations are frequent genetic alterations in acute myeloid leukemia and confer adverse prognosis in cytogenetically normal acute myeloid leukemia with NPM1 mutation without FLT3 internal tandem duplication. J Clin Oncol 28, 36363643 (2010).
30. Abbas, S. et al. Acquired mutations in the genes encoding IDH1 and IDH2 both are recurrent aberrations in acute myeloid leukemia: prevalence and prognostic value. Blood 116, 21222126 (2010).
31. Nagao, M. et al. Coordinated control of self-renewal and dierentiation of neural stem cells by Myc and the p19ARF-p53 pathway. J Cell Biol 183, 12431257 (2008).
32. Magri, L. et al. c-Myc-dependent transcriptional regulation of cell cycle and nucleosomal histones during oligodendrocyte dierentiation. Neuroscience 276, 7286 (2014).
33. Wang, J. et al. c-Myc is required for maintenance of glioma cancer stem cells. PLoS One 3, e3769 (2008).34. De Filippis, L. et al. Immortalization of human neural stem cells with the c-myc mutant T58A. PLoS One 3, e3310 (2008).35. Zheng, H. et al. Pten and p53 converge on c-Myc to control differentiation, self-renewal, and transformation of normal and neoplastic stem cells in glioblastoma. Cold Spring Harb Symp Quant Biol 73, 427437 (2008).
36. Eilers, M. & Eisenman, R. N. Mycs broad reach. Genes Dev 22, 27552766 (2008).37. Annibali, D. et al. Myc inhibition is eective against glioma and reveals a role for Myc in procient mitosis. Nat Commun 5, 4632 (2014).
38. Sinn, E. et al. Coexpression of MMTV/v-Ha-ras and MMTV/c-myc genes in transgenic mice: synergistic action of oncogenes in vivo. Cell 49, 465475 (1987).
39. Yeh, E. et al. A signalling pathway controlling c-Myc degradation that impacts oncogenic transformation of human cells. Nat Cell Biol 6, 308318 (2004).
40. Ischenko, I., Zhi, J., Moll, U. M., Nemajerova, A. & Petrenko, O. Direct reprogramming by oncogenic Ras and Myc. Proc Natl Acad Sci USA 110, 39373942 (2013).
41. Kessler, J. D. et al. A SUMOylation-dependent transcriptional subprogram is required for Myc-driven tumorigenesis. Science 335, 348353 (2012).
42. Lowe, S. W., Cepero, E. & Evan, G. Intrinsic tumour suppression. Nature 432, 307315 (2004).43. Finkbeiner, S. et al. CREB: a major mediator of neuronal neurotrophin responses. Neuron 19, 10311047 (1997).44. Barresi, V. et al. p-CREB expression in human gliomas: potential use in the differential diagnosis between astrocytoma and oligodendroglioma. Hum Pathol 46, 231238 (2015).
45. Kilic, T. et al. Tenascin in meningioma: expression is correlated with anaplasia, vascular endothelial growth factor expression, and peritumoral edema but not with tumor border shape. Neurosurgery 51, 18392; discussion 192-3 (2002).
46. Hatanpaa, K. J., Burger, P. C., Eshleman, J. R., Murphy, K. M. & Berg, K. D. Molecular diagnosis of oligodendroglioma in paraffin sections. Lab Invest 83, 419428 (2003).
Acknowledgements
The authors are grateful to their patients for contributing to this study. This work was supported by TUBITAK (The Scientic and Technological Research Council of Turkey) grant number 112-S-149 to Dr Koray zduman and TUBITAK grant number 214-S-097 to Dr. Yavuz Oktay. Dr. Oktay is also supported by Science Academys (Turkey) BAGEP award. This work has been supported by the PRIME-XS project, grant agreement number PRIME-XS-0000242, funded by the European Union 7th Framework Program.
Y.O. and K.. designed, planned and executed the study. Y.O., K.. and .C. obtained grant funding for the study. Y.O., E.., .C., C.B.A., .Y., Y.E., .M.D., O.I.H., Z.E.O., H.B., P.N., N.S., J.G., Ma.G., W.L., .T., M.A.S., A.F., Mu.G., O.U.S., M.C.Y. and K.. performed experiments and/or analyzed data including bioinformatics analyses. A.., J.T.H., M.A.S., A.F., Mu.G., O.U.S., M.C.Y., M.N.P. and K.. provided blood/tumor samples and reagents. M.N.P. and K.. performed surgeries, performed clinical follow-up, obtained informed consent. Y.O., E.., .C. and K.. wrote the manuscript.
SCIENTIFIC REPORTS
13
www.nature.com/scientificreports/
Additional Information
Supplementary information accompanies this paper at http://www.nature.com/srep
Competing nancial interests: The authors declare no competing nancial interests.
How to cite this article: Oktay, Y. et al. IDH-mutant glioma specic association of rs55705857 located at 8q24.21 involves MYC deregulation. Sci. Rep. 6, 27569; doi: 10.1038/srep27569 (2016).
This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the articles Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
SCIENTIFIC REPORTS
14
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
Copyright Nature Publishing Group Jun 2016
Abstract
The single nucleotide polymorphism rs55705857, located in a non-coding but evolutionarily conserved region at 8q24.21, is strongly associated with IDH-mutant glioma development and was suggested to be a causal variant. However, the molecular mechanism underlying this association has remained unknown. With a case control study in 285 gliomas, 316 healthy controls, 380 systemic cancers, 31 other CNS-tumors, and 120 IDH-mutant cartilaginous tumors, we identified that the association was specific to IDH-mutant gliomas. Odds-ratios were 9.25 (5.17-16.52; 95% CI) for IDH-mutated gliomas and 12.85 (5.94-27.83; 95% CI) for IDH-mutated, 1p/19q co-deleted gliomas. Decreasing strength with increasing anaplasia implied a modulatory effect. No somatic mutations were noted at this locus in 114 blood-tumor pairs, nor was there a copy number difference between risk-allele and only-ancestral allele carriers. CCDC26 RNA-expression was rare and not different between the two groups. There were only minor subtype-specific differences in common glioma driver genes. RNA sequencing and LC-MS/MS comparisons pointed to significantly altered MYC-signaling. Baseline enhancer activity of the conserved region specifically on the MYC promoter and its further positive modulation by the SNP risk-allele was shown in vitro. Our findings implicate MYC deregulation as the underlying cause of the observed association.
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer