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1.
Stress ; 23(4): 393-404, 2020 07.
Article in English | MEDLINE | ID: mdl-31814486

ABSTRACT

Though the relationship between traumatic stress and social behavior, which has been explored for years, is dynamic and largely estimated between dyads, little is known about the causal effects of traumatic stress exposure on the time-dependent dynamic alterations in the social behaviors on a large-group level. We thus investigated the effect of a single prolonged stress (SPS) exposure, a classical animal model that recapitulates posttraumatic stress disorder (PTSD)-like symptoms in rodents, on the spatiotemporal, social behavior changes within a large group of cohabiting rats. One-half of thirty-two Sprague-Dawley rats were assigned to the experimental group and subjected to SPS treatment administered two weeks after baseline social behavior recording; the other half served as the controls. Each group of rats (n = 16) was housed in one of two large custom-made cylinders. We used an automatic tracking system to record the behavioral indices of social behavior of the rats before SPS exposure, on the SPS exposure day, during a 7-day-long quiescent period after SPS treatment, as well as during subsequent behavioral test days. In addition to SPS-induced PTSD-like behaviors, SPS induced a time-dependent, oscillating change in active/passive social behaviors that lasted for 3 weeks. SPS treatment decreased active social behaviors (especially affiliative behaviors) but increased passive social behaviors (e.g. huddling) immediately following stress exposure. Increased active social interactions were observed during the early phase after SPS treatment; while increased passive social behaviors were observed during the late phase after SPS treatment. These dynamic changes were repeatedly observed when the rats underwent subsequent stressful behavioral tests and challenges. SPS induced a long-term, time-dependent oscillating change in indices of the social behavior. These changes may serve as an adaptive mechanism, and their manifestations critically depended on the time course following the traumatic stress exposure.


Subject(s)
Rodentia , Stress Disorders, Post-Traumatic , Animals , Disease Models, Animal , Rats , Rats, Sprague-Dawley , Social Behavior , Stress, Psychological
2.
N Engl J Med ; 372(26): 2499-508, 2015 Jun 25.
Article in English | MEDLINE | ID: mdl-26061753

ABSTRACT

BACKGROUND: The prediction of clinical behavior, response to therapy, and outcome of infiltrative glioma is challenging. On the basis of previous studies of tumor biology, we defined five glioma molecular groups with the use of three alterations: mutations in the TERT promoter, mutations in IDH, and codeletion of chromosome arms 1p and 19q (1p/19q codeletion). We tested the hypothesis that within groups based on these features, tumors would have similar clinical variables, acquired somatic alterations, and germline variants. METHODS: We scored tumors as negative or positive for each of these markers in 1087 gliomas and compared acquired alterations and patient characteristics among the five primary molecular groups. Using 11,590 controls, we assessed associations between these groups and known glioma germline variants. RESULTS: Among 615 grade II or III gliomas, 29% had all three alterations (i.e., were triple-positive), 5% had TERT and IDH mutations, 45% had only IDH mutations, 7% were triple-negative, and 10% had only TERT mutations; 5% had other combinations. Among 472 grade IV gliomas, less than 1% were triple-positive, 2% had TERT and IDH mutations, 7% had only IDH mutations, 17% were triple-negative, and 74% had only TERT mutations. The mean age at diagnosis was lowest (37 years) among patients who had gliomas with only IDH mutations and was highest (59 years) among patients who had gliomas with only TERT mutations. The molecular groups were independently associated with overall survival among patients with grade II or III gliomas but not among patients with grade IV gliomas. The molecular groups were associated with specific germline variants. CONCLUSIONS: Gliomas were classified into five principal groups on the basis of three tumor markers. The groups had different ages at onset, overall survival, and associations with germline variants, which implies that they are characterized by distinct mechanisms of pathogenesis. (Funded by the National Institutes of Health and others.).


Subject(s)
Chromosomes, Human, Pair 19 , Chromosomes, Human, Pair 1 , Glioma/genetics , Isocitrate Dehydrogenase/genetics , Mutation , Telomerase/genetics , Adult , Age of Onset , Biomarkers, Tumor , DNA Mutational Analysis , DNA, Neoplasm/analysis , Female , Germ-Line Mutation , Glioma/classification , Glioma/mortality , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Grading , Promoter Regions, Genetic , Proportional Hazards Models
3.
Int J Cancer ; 137(4): 826-36, 2015 Aug 15.
Article in English | MEDLINE | ID: mdl-25604093

ABSTRACT

Defects in antigen presenting cell function have been implicated in glioma immunosuppression. We measured peripheral CCL22, a dendritic cell/macrophage derived T cell trafficking chemokine, in sera from 1,208 glioma cases and 976 controls to assess whether it might provide a biomarker of glioma risk, survival and immune dysfunction. Cluster models were used to examine the relationship between CCL22 and glioma risk. Patient survival was assessed using Cox regression models. We also examined the relationship between CCL22 levels and CD4 cell counts, as well as allergy history and IgE levels. CCL22 levels were significantly lower among glioma cases compared with controls (Mean ± SEM: 1.23 ± 0.03 ng/mL in cases vs. 1.60 ± 0.03 ng/mL in controls, p < 0.0001) and this difference remained significant even after controlling for other covariates in the cluster models (highest quartile versus lowest Odds Ratio = 0.21, p < 0.0001). CD4 cell counts were positively correlated with CCL22 in glioma cases (Spearman r(2) = 0.51, p < 0.01) and were significantly lower in cases compared with controls. Higher CCL22 levels were associated with longer survival in all cases combined and in GBM cases (hazard ratio(allcases) = 0.81; 95% CI: 0.72-0.91, p = 0.0003). CCL22 levels were not associated with IgE level or self-reported allergies. Circulating CCL22 levels are related to both glioma risk and survival duration independent of age, histology, grade and IDH mutation status. CCL22 should be considered a marker of immune status with potential prognostic value.


Subject(s)
Biomarkers, Tumor/blood , Brain Neoplasms/blood , Chemokine CCL22/blood , Glioma/blood , Macrophages/immunology , Aged , Antigen-Presenting Cells/immunology , Antigen-Presenting Cells/pathology , Brain Neoplasms/immunology , Brain Neoplasms/pathology , CD4-Positive T-Lymphocytes/immunology , Dendritic Cells/pathology , Female , Glioma/pathology , Humans , Immunosuppression Therapy , Isocitrate Dehydrogenase/genetics , Kaplan-Meier Estimate , Macrophages/pathology , Male , Middle Aged , Prognosis , Proportional Hazards Models , Risk Factors
4.
Epigenetics ; 9(10): 1360-5, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25437051

ABSTRACT

Quantitating the copy number of demethylated CpG promoter sites of the CD3Z gene can be used to estimate the numbers and proportions of T cells in human blood and tissue. Quantitative methylation specific PCR (qPCR) is useful for studying T cells but requires extensive calibration and is imprecise at low copy numbers. Here we compared the performance of a new digital PCR platform (droplet digital PCR or ddPCR) to qPCR using bisulfite converted DNA from 157 blood specimens obtained from ambulatory care controls and patients with primary glioma. We compared both ddPCR and qPCR with conventional flow cytometry (FACS) evaluation of CD3 positive T cells. Repeated measures on the same blood sample revealed ddPCR to be less variable than qPCR. Both qPCR and ddPCR correlated significantly with FACS evaluation of peripheral blood CD3 counts and CD3/total leukocyte values. However, statistical measures of agreement showed that linear concordance was stronger for ddPCR than for qPCR and the absolute values were closer to FACS for ddPCR. Both qPCR and ddPCR could distinguish clinically significant differences in T cell proportions and performed similarly to FACS. Given the higher precision, greater accuracy, and technical simplicity of ddPCR, this approach appears to be a superior DNA methylation based method than conventional qPCR for the assessment of T cells.


Subject(s)
DNA Methylation , Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/methods , T-Lymphocytes/metabolism , CD3 Complex/metabolism , Case-Control Studies , Flow Cytometry , Glioma , Humans
5.
Nat Genet ; 46(7): 731-5, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24908248

ABSTRACT

Glioma, the most common central nervous system cancer in adults, has poor prognosis. Here we identify a new SNP associated with glioma risk, rs1920116 (near TERC), that reached genome-wide significance (Pcombined = 8.3 × 10(-9)) in a meta-analysis of genome-wide association studies (GWAS) of high-grade glioma and replication data (1,644 cases and 7,736 controls). This region has previously been associated with mean leukocyte telomere length (LTL). We therefore examined the relationship between LTL and both this new risk locus and other previously established risk loci for glioma using data from a recent GWAS of LTL (n = 37,684 individuals). Alleles associated with glioma risk near TERC and TERT were strongly associated with longer LTL (P = 5.5 × 10(-20) and 4.4 × 10(-19), respectively). In contrast, risk-associated alleles near RTEL1 were inconsistently associated with LTL, suggesting the presence of distinct causal alleles. No other risk loci for glioma were associated with LTL. The identification of risk alleles for glioma near TERC and TERT that also associate with telomere length implicates telomerase in gliomagenesis.


Subject(s)
Glioma/genetics , Polymorphism, Single Nucleotide/genetics , RNA/genetics , Telomerase/genetics , Telomere/genetics , Adult , Case-Control Studies , Genome-Wide Association Study , Genotype , Glioma/pathology , Humans , Leukocytes/metabolism , Leukocytes/pathology , Neoplasm Grading , Prognosis , Risk Factors
6.
PLoS One ; 9(2): e87602, 2014.
Article in English | MEDLINE | ID: mdl-24503810

ABSTRACT

E2A-PBX1 is expressed as a result of the t(1;19) chromosomal translocation in nearly 5% of cases of childhood acute lymphoblastic leukemia. The E2A-PBX1 chimeric transcription factor contains the N-terminal transactivation domain of E2A (TCF3) fused to the C-terminal DNA-binding homeodomain of PBX1. While there is no doubt of its oncogenic potential, the mechanisms of E2A-PBX1-mediated pre-B cell transformation and the nature of direct E2A-PBX1 target genes and pathways remain largely unknown. Herein we used chromatin immunoprecipitation assays (ChIP-chip) to identify direct targets of E2A-PBX1, and we used gene expression arrays of siRNA E2A-PBX1-silenced cells to evaluate changes in expression induced by the fusion protein. Combined ChIP-chip and expression data analysis gave rise to direct and functional targets of E2A-PBX1. Further we observe that the set of ChIP-chip identified E2A-PBX1 targets show a collective down-regulation trend in the E2A-PBX1 silenced samples compared to controls suggesting an activating role of this fusion transcription factor. Our data suggest that the expression of the E2A-PBX1 fusion gene interferes with key regulatory pathways and functions of hematopoietic biology. Among these are members of the WNT and apoptosis/cell cycle control pathways, and thus may comprise an essential driving force for the propagation and maintenance of the leukemic phenotype. These findings may also provide evidence of potentially attractive therapeutic targets.


Subject(s)
Gene Expression Regulation, Leukemic , Homeodomain Proteins/metabolism , Leukemia/genetics , Leukemia/metabolism , Oncogene Proteins, Fusion/metabolism , Binding Sites , Cell Line, Tumor , Chromatin Immunoprecipitation , Chromosome Deletion , Chromosomes, Human, Pair 9 , Gene Regulatory Networks , Humans , Nucleotide Motifs , Position-Specific Scoring Matrices , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Promoter Regions, Genetic , Protein Binding , Transcription Factors/metabolism , Translocation, Genetic
7.
Neuro Oncol ; 15(8): 1041-7, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23733245

ABSTRACT

BACKGROUND: Genome-wide association studies have implicated single nucleotide polymorphisms (SNPs) in 7 genes as glioma risk factors, including 2 (TERT, RTEL1) involved in telomerase structure/function. We examined associations of these 7 established glioma risk loci with age at diagnosis among patients with glioma. METHODS: SNP genotype data were available for 2286 Caucasian glioma patients from the University of California, San Francisco (n = 1434) and the Mayo Clinic (n = 852). Regression analyses were performed to test for associations between "number of risk alleles" and "age at diagnosis," adjusted for sex and study site and stratified by tumor grade/histology where appropriate. RESULTS: Four SNPs were significantly associated with age at diagnosis. Carrying a greater number of risk alleles at rs55705857 (CCDC26) and at rs498872 (PHLDB1) was associated with younger age at diagnosis (P = 1.4 × 10(-22) and P = 9.5 × 10(-7), respectively). These SNPs are stronger risk factors for oligodendroglial tumors, which tend to occur in younger patients, and their association with age at diagnosis varied across tumor subtypes. In contrast, carrying more risk alleles at rs2736100 (TERT) and at rs6010620 (RTEL1) was associated with older age at diagnosis (P = 6.2 × 10(-4) and P = 2.5 × 10(-4), respectively). These SNPs are risk factors for all glioma grades/histologies, and their association with age at diagnosis was consistent across tumor subgroups. CONCLUSIONS: Carrying a greater number of risk alleles might be expected to decrease age at diagnosis. However, glioma susceptibility conferred by variation in telomerase-related genes did not follow this pattern. This supports the hypothesis that telomerase-related mechanisms of telomere maintenance are more associated with gliomas that develop later in life than those utilizing telomerase-independent mechanisms (ie, alternative lengthening of telomeres).


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/pathology , DNA Helicases/genetics , Glioma/pathology , Polymorphism, Single Nucleotide/genetics , Telomerase/genetics , Adult , Age Factors , Aged , Brain Neoplasms/genetics , Case-Control Studies , Female , Follow-Up Studies , Genetic Predisposition to Disease , Genotype , Glioma/genetics , Humans , Male , Middle Aged , Neoplasm Grading , Prognosis , Risk Factors
8.
PLoS One ; 8(2): e57610, 2013.
Article in English | MEDLINE | ID: mdl-23451252

ABSTRACT

Normal tissues express the M1 isoform of pyruvate kinase (PK) that helps generate and funnel pyruvate into the mitochondria for ATP production. Tumors, in contrast, express the less active PKM2 isoform, which limits pyruvate production and spares glycolytic intermediates for the generation of macromolecules needed for proliferation. Although high PKM2 expression and low PK activity are considered defining features of tumors, very little is known about how PKM expression and PK activity change along the continuum from low grade to high grade tumors, and how these changes relate to tumor growth. To address this issue, we measured PKM isoform expression and PK activity in normal brain, neural progenitor cells, and in a series of over 100 astrocytomas ranging from benign grade I pilocytic astrocytomas to highly aggressive grade IV glioblastoma multiforme (GBM). All glioma exhibited comparably reduced levels of PKM1 expression and PK activity relative to normal brain. In contrast, while grade I-III gliomas all had modestly increased levels of PKM2 RNA and protein expression relative to normal brain, GBM, regardless of whether they arose de novo or progressed from lower grade tumors, showed a 3-5 fold further increase in PKM2 RNA and protein expression. Low levels of PKM1 expression and PK activity were important for cell growth as PKM1 over-expression and the accompanying increases in PK activity slowed the growth of GBM cells. The increased expression of PKM2, however, was also important, because shRNA-mediated PKM2 knockdown decreased total PKM2 and the already low levels of PK activity, but paradoxically also limited cell growth in vitro and in vivo. These results show that pyruvate kinase M expression, but not pyruvate kinase activity, is regulated in a grade-specific manner in glioma, but that changes in both PK activity and PKM2 expression contribute to growth of GBM.


Subject(s)
Glioblastoma/genetics , Pyruvate Kinase/biosynthesis , Brain/metabolism , Brain/pathology , Cell Growth Processes/physiology , Cell Line, Tumor , Gene Expression , Glioblastoma/metabolism , Glioblastoma/pathology , Humans , Protein Isoforms , Pyruvate Kinase/genetics , Pyruvate Kinase/metabolism , Stem Cells/metabolism , Stem Cells/pathology , Up-Regulation
9.
Neuro Oncol ; 15(5): 535-41, 2013 May.
Article in English | MEDLINE | ID: mdl-23361564

ABSTRACT

INTRODUCTION: Recent discoveries of inherited glioma risk loci and acquired IDH mutations are providing new insights into glioma etiology. IDH mutations are common in lower grade gliomas and secondary glioblastomas and uncommon in primary glioblastomas. Because the inherited variant in 11q23 has been associated with risk of lower grade glioma and not with glioblastomas, we hypothesized that this variant increases susceptibility to IDH-mutated gliomas, but not to IDH-wild-type gliomas. METHODS: We tested this hypothesis in patients with glioma and controls from the San Francisco Adult Glioma Study, the Mayo Clinic, and Illumina controls (1102 total patients, 5299 total controls). Case-control additive associations of 11q23 risk alleles (rs498872, T allele) were calculated using logistic regression, stratified by tumor IDH status (mutated or wild-type) and by histology and grade. We also adjusted for the recently discovered 8q24 glioma risk locus rs55705857 G allele. RESULTS: The 11q23 glioma risk locus was associated with increased risk of IDH-mutated gliomas of all histologies and grades (odds ratio [OR] = 1.50; 95% confidence interval [CI] = 1.29-1.74; P = 1.3X10(-7)) but not with IDH-wild-type gliomas of any histology or grade (OR = 0.91; 95% CI = 0.81-1.03; P = 0.14). The associations were independent of the rs55705857 G allele. CONCLUSION: A variant at the 11q23 locus increases risk for IDH-mutated but not IDH-wild-type gliomas, regardless of grade or histology.


Subject(s)
Brain Neoplasms/genetics , Chromosomes, Human, Pair 11/genetics , Genetic Predisposition to Disease , Glioma/genetics , Isocitrate Dehydrogenase/genetics , Mutation/genetics , Adult , Biomarkers, Tumor/genetics , Brain Neoplasms/pathology , Case-Control Studies , Chromosomes, Human, Pair 8/genetics , Female , Glioma/pathology , Humans , Male , Middle Aged , Neoplasm Grading , Neoplasm Staging , Polymorphism, Single Nucleotide/genetics , Prognosis
10.
Genet Epidemiol ; 37(2): 222-8, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23280628

ABSTRACT

Genomewide association studies (GWAS) and candidate-gene studies have implicated single-nucleotide polymorphisms (SNPs) in at least 45 different genes as putative glioma risk factors. Attempts to validate these associations have yielded variable results and few genetic risk factors have been consistently replicated. We conducted a case-control study of Caucasian glioma cases and controls from the University of California San Francisco (810 cases, 512 controls) and the Mayo Clinic (852 cases, 789 controls) in an attempt to replicate previously reported genetic risk factors for glioma. Sixty SNPs selected from the literature (eight from GWAS and 52 from candidate-gene studies) were successfully genotyped on an Illumina custom genotyping panel. Eight SNPs in/near seven different genes (TERT, EGFR, CCDC26, CDKN2A, PHLDB1, RTEL1, TP53) were significantly associated with glioma risk in the combined dataset (P < 0.05), with all associations in the same direction as in previous reports. Several SNP associations showed considerable differences across histologic subtype. All eight successfully replicated associations were first identified by GWAS, although none of the putative risk SNPs from candidate-gene studies was associated in the full case-control sample (all P values > 0.05). Although several confirmed associations are located near genes long known to be involved in gliomagenesis (e.g., EGFR, CDKN2A, TP53), these associations were first discovered by the GWAS approach and are in noncoding regions. These results highlight that the deficiencies of the candidate-gene approach lay in selecting both appropriate genes and relevant SNPs within these genes.


Subject(s)
Central Nervous System Neoplasms/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Glioma/genetics , Polymorphism, Single Nucleotide , Aged , California , Case-Control Studies , DNA Helicases/genetics , ErbB Receptors/genetics , Female , Genes, p16 , Genes, p53 , Humans , Intracellular Signaling Peptides and Proteins/genetics , Male , Middle Aged , Nerve Tissue Proteins/genetics , RNA, Long Noncoding , Telomerase/genetics , White People/genetics
11.
Epigenetics ; 7(12): 1391-402, 2012 Dec 01.
Article in English | MEDLINE | ID: mdl-23108258

ABSTRACT

Immune factors are thought to influence glioma risk and outcomes, but immune profiling studies to further our understanding of the immune response are limited by current immunodiagnostic methods. We developed a new assay to capture glioma immune biology based on quantitative methylation specific PCR (qMSP) of two T-cell genes (CD3Z: T-cells, and FOXP3: Tregs). Flow cytometry of T-cells correlated well with the CD3Z demethylation assay (r = 0.93; p < 2.2 × 10 (-16) ), demonstrating the validity of the assay. Furthermore, there was a high correlation between qMSP and immunohistochemistry (IHC) in quantifying tumor infiltrating T-cells (r = 0.85; p = 3.4 × 10 (-11) ). Applying our qMSP methods to archival whole blood from 65 glioblastoma multiforme (GBM) cases and 94 non-diseased controls, GBM cases had highly statistically significantly lower T-cells (p = 1.7 × 10 (-9) ) as well as Tregs (p = 5.2 × 10 (-11) ) and a modestly lower ratio of Tregs/T-cells (p = 0.024). Applying the methods to 120 excised glioma tumors, we observed that tumor infiltrating CD3+ T-cells were positively correlated with glioma tumor grade (p = 5.7 × 10 (-7) ), and that Tregs were enriched in tumors compared with peripheral blood indicating active chemoattraction of suppressive Tregs into the tumor compartment. Poorer patient survival was correlated with higher levels of tumor infiltrating T-cells (p = 0.01) and Tregs (p = 0.04). DNA methylation based immunodiagnostics represent a new generation of powerful laboratory tools offering many advantages over conventional methods that will facilitate large clinical epidemiologic studies and capitalize on stored archival blood and tissue banks.


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , CD3 Complex/genetics , DNA Methylation , Epigenesis, Genetic , Forkhead Transcription Factors/genetics , Glioblastoma/genetics , Glioblastoma/pathology , Glioma/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/analysis , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Case-Control Studies , Female , Flow Cytometry , Glioblastoma/immunology , Glioblastoma/mortality , Glioblastoma/surgery , Glioma/pathology , Humans , Lymphocytes, Tumor-Infiltrating/pathology , Male , Middle Aged , Polymerase Chain Reaction/methods , Promoter Regions, Genetic , T-Lymphocytes, Regulatory , Young Adult
12.
Nucleic Acids Res ; 40(22): 11339-51, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23074194

ABSTRACT

The epigenetic changes during B-cell development relevant to both normal function and hematologic malignancy are incompletely understood. We examined DNA methylation and RNA expression status during early B-cell development by sorting multiple replicates of four separate stages of pre-B cells derived from normal human fetal bone marrow and applied high-dimension DNA methylation scanning and expression arrays. Features of promoter and gene body DNA methylation were strongly correlated with RNA expression in multipotent progenitors (MPPs) both in a static state and throughout differentiation. As MPPs commit to pre-B cells, a predominantly demethylating phenotype ensues, with 79% of the 2966 differentially methylated regions observed involving demethylation. Demethylation events were more often gene body associated rather than promoter associated; predominantly located outside of CpG islands; and closely associated with EBF1, E2F, PAX5 and other functional transcription factor (TF) sites related to B-cell development. Such demethylation events were accompanied by TF occupancy. After commitment, DNA methylation changes appeared to play a smaller role in B-cell development. We identified a distinct development-dependent demethylation signature which has gene expression regulatory properties for pre-B cells, and provide a catalog reference for the epigenetic changes that occur in pre-B-cell leukemia and other B-cell-related diseases.


Subject(s)
B-Lymphocytes/metabolism , DNA Methylation , Gene Expression Regulation, Developmental , Precursor Cells, B-Lymphoid/metabolism , Transcription Factors/metabolism , Gene Expression Profiling , Gene Regulatory Networks , Humans , Multipotent Stem Cells/metabolism , RNA/metabolism
13.
Clin Cancer Res ; 18(22): 6147-54, 2012 Nov 15.
Article in English | MEDLINE | ID: mdl-23014525

ABSTRACT

PURPOSE: Natural killer (NK) cells are a key element of the innate immune system implicated in human cancer. To examine NK cell levels in archived bloods from a study of human head and neck squamous cell carcinoma (HNSCC), a new DNA-based quantification method was developed. EXPERIMENTAL DESIGN: NK cell-specific DNA methylation was identified by analyzing DNA methylation and mRNA array data from purified blood leukocyte subtypes (NK, T, B, monocytes, granulocytes), and confirmed via pyrosequencing and quantitative methylation specific PCR (qMSP). NK cell levels in archived whole blood DNA from 122 HNSCC patients and 122 controls were assessed by qMSP. RESULTS: Pyrosequencing and qMSP confirmed that a demethylated DNA region in NKp46 distinguishes NK cells from other leukocytes, and serves as a quantitative NK cell marker. Demethylation of NKp46 was significantly lower in HNSCC patient bloods compared with controls (P < 0.001). Individuals in the lowest NK tertile had over 5-fold risk of being a HNSCC case, controlling for age, gender, HPV16 status, cigarette smoking, alcohol consumption, and BMI (OR = 5.6, 95% CI, 2.0 to 17.4). Cases did not show differences in NKp46 demethylation based on tumor site or stage. CONCLUSIONS: The results of this study indicate a significant depression in NK cells in HNSCC patients that is unrelated to exposures associated with the disease. DNA methylation biomarkers of NK cells represent an alternative to conventional flow cytometry that can be applied in a wide variety of clinical and epidemiologic settings including archival blood specimens.


Subject(s)
Carcinoma, Squamous Cell/immunology , DNA/genetics , Head and Neck Neoplasms/immunology , Killer Cells, Natural/metabolism , Adult , Aged , Aged, 80 and over , Biomarkers/metabolism , Calibration , Carcinoma, Squamous Cell/pathology , Case-Control Studies , DNA/isolation & purification , DNA Methylation , Female , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/pathology , Humans , Male , Middle Aged , Natural Cytotoxicity Triggering Receptor 1/genetics , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sequence Analysis, DNA
14.
Nat Genet ; 44(10): 1122-5, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22922872

ABSTRACT

Variants at 8q24.21 have been shown to be associated with glioma development. By means of tag SNP genotyping and imputation, pooled next-generation sequencing using long-range PCR and subsequent validation SNP genotyping, we identified seven low-frequency SNPs at 8q24.21 that were strongly associated with glioma risk (P=1×10(-25) to 1×10(-14)). The most strongly associated SNP, rs55705857, remained highly significant after individual adjustment for the other top six SNPs and two previously published SNPs. After stratifying by histological and tumor genetic subtype, the most significant associations of rs55705857 were with oligodendroglial tumors and gliomas with mutant IDH1 or IDH2 (odds ratio (OR)=5.1, P=1.1×10(-31) and OR=4.8, P=6.6×10(-22), respectively). Strong associations were observed for astrocytomas with mutated IDH1 or IDH2 (grades 2-4) (OR=5.16-6.66, P=4.7×10(-12) to 2.2×10(-8)) but not for astrocytomas with wild-type IDH1 and IDH2 (smallest P=0.26). The conserved sequence block that includes rs55705857 is consistently modeled as a microRNA.


Subject(s)
Astrocytoma/genetics , Chromosomes, Human, Pair 8 , Genetic Predisposition to Disease , Isocitrate Dehydrogenase/genetics , Oligodendroglioma/genetics , Adult , Aged , Astrocytoma/enzymology , Case-Control Studies , Female , Gene Frequency , Genetic Association Studies , High-Throughput Nucleotide Sequencing , Humans , Intracellular Signaling Peptides and Proteins/genetics , Male , Middle Aged , Oligodendroglioma/enzymology , Polymorphism, Single Nucleotide , RNA, Long Noncoding , Risk Factors , Sequence Analysis, DNA
15.
Neuro Oncol ; 14(9): 1146-52, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22753230

ABSTRACT

The signaling pathways that underlie the pathogenesis of pediatric gliomas are poorly understood. We characterized the PI3K/Akt/mTOR pathway in pediatric gliomas of all grades. Using immunohistochemistry, we assessed activation of the PI3K/Akt/mTOR pathway by evaluating the downstream signaling molecules phospho(p)-S6, phospho(p)-4BP1, and phospho(p)-PRAS40; PTEN; and PTEN promoter methylation, as well as the MIB labeling index. We correlated these findings with the clinical outcomes of 48 children with gliomas. Eighty percent of high-grade gliomas (12/15) showed activation of the PI3K/Akt/mTOR pathway based on p-S6 and p-4EBP1 expression. The majority of high-grade gliomas were negative for PTEN expression (10/15), and 50% had PTEN promoter methylation (grade III: 2/4; grade IV: 3/6). Low-grade gliomas demonstrated PI3K/Akt/mTOR pathway activation in 14/32 (43.8%) by p-S6 and 16/32 (50%) by p-4EBP1. Over 50% of grade I (6/11) and almost all grade II tumors (6/7) showed PTEN promoter methylation. Tumor grade correlated negatively with PTEN expression and positively with expression of p-S6 and p-4EBP1 (PTEN: P = .0025; pS6: P = .0075; p-4EBP1: P = .0066). There was a trend toward inverse correlation of methylation of the PTEN promoter with expression of PTEN protein (P= .0990) and direct correlation of expression of p-S6 and p-4EBP1 with poorer clinical outcome, as measured by progression-free survival (p-S6: P= .0874; p-4EBP1: P= .0475). Tumors with no PTEN expression had a higher MIB labeling index (P= .007). The majority of pediatric gliomas show activation of the PI3K/Akt/mTOR pathway, with methylation of the PTEN promoter occurring commonly in these tumors.


Subject(s)
DNA Methylation , Glioma/genetics , PTEN Phosphohydrolase/genetics , Phosphatidylinositol 3-Kinases/metabolism , Promoter Regions, Genetic/genetics , Proto-Oncogene Proteins c-akt/metabolism , TOR Serine-Threonine Kinases/metabolism , Adolescent , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/mortality , Child , Child, Preschool , DNA, Neoplasm/genetics , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Glioma/metabolism , Glioma/mortality , Humans , Immunoenzyme Techniques , Infant , Infant, Newborn , Male , Neoplasm Grading , PTEN Phosphohydrolase/metabolism , Real-Time Polymerase Chain Reaction , Signal Transduction
16.
Epigenetics ; 7(6): 559-66, 2012 Jun 01.
Article in English | MEDLINE | ID: mdl-22522909

ABSTRACT

Epigenetic alterations are a common event in lung cancer and their identification can serve to inform on the carcinogenic process and provide clinically relevant biomarkers. Using paired tumor and non-tumor lung tissues from 146 individuals from three independent populations we sought to identify common changes in DNA methylation associated with the development of non-small cell lung cancer. Pathologically normal lung tissue taken at the time of cancer resection was matched to tumorous lung tissue and together were probed for methylation using Illumina GoldenGate arrays in the discovery set (n = 47 pairs) followed by bisulfite pyrosequencing for validation sets (n = 99 pairs). For each matched pair the change in methylation at each CpG was calculated (the odds ratio), and these ratios were averaged across individuals and ranked by magnitude to identify the CpGs with the greatest change in methylation associated with tumor development. We identified the top gene-loci representing an increase in methylation (HOXA9, 10.3-fold and SOX1, 5.9-fold) and decrease in methylation (DDR1, 8.1-fold). In replication testing sets, methylation was higher in tumors for HOXA9 (p < 2.2 × 10 (-16) ) and SOX1 (p < 2.2 × 10 (-16) ) and lower for DDR1 (p < 2.2 × 10 (-16) ). The magnitude and strength of these changes were consistent across squamous cell and adenocarcinoma tumors. Our data indicate that the identified genes consistently have altered methylation in lung tumors. Our identified genes should be included in translational studies that aim to develop screening for early disease detection.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Epigenesis, Genetic , Lung Neoplasms/genetics , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Aged , Aged, 80 and over , Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/metabolism , Disease Progression , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genetic Loci , Humans , Lung Neoplasms/metabolism , Male , Middle Aged , Neoplasms, Squamous Cell/genetics , Neoplasms, Squamous Cell/metabolism , Oligonucleotide Array Sequence Analysis
17.
Epigenetics ; 6(12): 1436-43, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22139573

ABSTRACT

Acute lymphoblastic leukemia (ALL) likely has a multistep etiology, with initial genetic aberrations occurring early in life. An abnormal immune response to common infections has emerged as a plausible candidate for triggering the proliferation of pre-leukemic clones and the fixation of secondary genetic mutations and epigenetic alterations. We investigated whether evidence of infection with a specific common myelotropic childhood virus, parvovirus B19 (PVB19), relates to patterns of gene promoter DNA methylation in ALL patients. We serologically tested bone marrow samples at diagnosis of B-cell ALL for PVB19 infection and DNA methylation using a high-throughput bead array and found that 4.2% and 36.7% of samples were seroreactive to PVB19 IgM and IgG, respectively. Leukemia samples were grouped by DNA methylation pattern. Controlling for age and immunophenotype, unsupervised modeling confirmed that the DNA methylation pattern was associated with history of PVB19 (assessed by IgG, p = 0.02), but not recent infection (assessed by IgM). Replication assays on single genes were consistent with the association. The data indicate that a common viral illness may drive specific DNA methylation patterns in susceptible B-precursor cells, contributing to the leukemogenic potential of such cells. Infections may impact childhood leukemia by altering DNA methylation patterns and specific key genes in susceptible cells; these changes may be retained even after the clearance of infection.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Parvoviridae Infections/complications , Parvovirus B19, Human , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/virology , Adolescent , Bone Marrow/pathology , Child , Child, Preschool , CpG Islands/genetics , Female , Humans , Infant , Infant, Newborn , Male , Oligonucleotide Array Sequence Analysis , Parvoviridae Infections/immunology , Precursor Cell Lymphoblastic Leukemia-Lymphoma/immunology , Promoter Regions, Genetic
18.
Neuro Oncol ; 13(3): 280-9, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21339190

ABSTRACT

We explored the associations of aberrant DNA methylation patterns in 12 candidate genes with adult glioma subtype, patient survival, and gene expression of enhancer of zeste human homolog 2 (EZH2) and insulin-like growth factor-binding protein 2 (IGFBP2). We analyzed 154 primary glioma tumors (37 astrocytoma II and III, 52 primary glioblastoma multiforme (GBM), 11 secondary GBM, 54 oligodendroglioma/oligoastrocytoma II and III) and 13 nonmalignant brain tissues for aberrant methylation with quantitative methylation-specific PCR (qMS-PCR) and for EZH2 and IGFBP2 expression with quantitative reverse transcription PCR (qRT-PCR). Global methylation was assessed by measuring long interspersed nuclear element-1 (LINE1) methylation. Unsupervised clustering analyses yielded 3 methylation patterns (classes). Class 1 (MGMT, PTEN, RASSF1A, TMS1, ZNF342, EMP3, SOCS1, RFX1) was highly methylated in 82% (75/91) of lower-grade astrocytic and oligodendroglial tumors, 73% (8/11) of secondary GBMs, and 12% (6/52) of primary GBMs. The primary GBMs in this class were early onset (median age 37 years). Class 2 (HOXA9 and SLIT2) was highly methylated in 37% (19/52) of primary GBMs. None of the 10 genes for class 3 that were differentially methylated in classes 1 and 2 were hypermethylated in 92% (12/13) of nonmalignant brain tissues and 52% (27/52) of primary GBMs. Class 1 tumors had elevated EZH2 expression but not elevated IGFBP2; class 2 tumors had both high IGFBP2 and high EZH2 expressions. The gene-specific hypermethylation class correlated with higher levels of global LINE1 methylation and longer patient survival times. These findings indicate a generalized hypermethylation phenotype in glioma linked to improved survival and low IGFBP2. DNA methylation markers are useful in characterizing distinct glioma subtypes and may hold promise for clinical applications.


Subject(s)
Brain Neoplasms/genetics , DNA Methylation , DNA-Binding Proteins/genetics , Glioma/genetics , Insulin-Like Growth Factor Binding Protein 2/genetics , RNA, Messenger/genetics , Transcription Factors/genetics , Adolescent , Adult , Brain Neoplasms/classification , DNA, Neoplasm/genetics , Enhancer of Zeste Homolog 2 Protein , ErbB Receptors/genetics , Female , Gene Amplification , Gene Expression Regulation, Neoplastic , Glioma/classification , Humans , Long Interspersed Nucleotide Elements/genetics , Male , Middle Aged , Polycomb Repressive Complex 2 , Polymerase Chain Reaction , Prognosis , Survival Rate , Tumor Suppressor Proteins/genetics , Young Adult
19.
J Natl Cancer Inst ; 103(2): 143-53, 2011 Jan 19.
Article in English | MEDLINE | ID: mdl-21163902

ABSTRACT

BACKGROUND: Although much is known about molecular and chromosomal characteristics that distinguish glioma histological subtypes, DNA methylation patterns of gliomas and their association with other tumor features such as mutation of isocitrate dehydrogenase (IDH) genes have only recently begun to be investigated. METHODS: DNA methylation of glioblastomas, astrocytomas, oligodendrogliomas, oligoastrocytomas, ependymomas, and pilocytic astrocytomas (n = 131) from the Brain Tumor Research Center at the University of California San Francisco, as well as nontumor brain tissues (n = 7), was assessed with the Illumina GoldenGate methylation array. Methylation data were subjected to recursively partitioned mixture modeling (RPMM) to derive methylation classes. Differential DNA methylation between tumor and nontumor was also assessed. The association between methylation class and IDH mutation (IDH1 and IDH2) was tested using univariate and multivariable analysis for tumors (n = 95) with available substrate for sequencing. Survival of glioma patients carrying mutant IDH (n = 57) was compared with patients carrying wild-type IDH (n = 38) using a multivariable Cox proportional hazards model and Kaplan-Meier analysis. All statistical tests were two-sided. RESULTS: We observed a statistically significant association between RPMM methylation class and glioma histological subtype (P < 2.2 × 10(-16)). Compared with nontumor brain tissues, across glioma tumor histological subtypes, the differential methylation ratios of CpG loci were statistically significantly different (permutation P < .0001). Methylation class was strongly associated with IDH mutation in gliomas (P = 3.0 × 10(-16)). Compared with glioma patients whose tumors harbored wild-type IDH, patients whose tumors harbored mutant IDH showed statistically significantly improved survival (hazard ratio of death = 0.27, 95% confidence interval = 0.10 to 0.72). CONCLUSION: The homogeneity of methylation classes for gliomas with IDH mutation, despite their histological diversity, suggests that IDH mutation is associated with a distinct DNA methylation phenotype and an altered metabolic profile in glioma.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/mortality , DNA Methylation , Glioma/genetics , Glioma/mortality , Isocitrate Dehydrogenase/genetics , Mutation , Brain/enzymology , Brain Neoplasms/enzymology , CpG Islands , Glioma/enzymology , Humans , Polymerase Chain Reaction , Survival Analysis , Tumor Suppressor Protein p53/genetics
20.
Blood ; 116(23): 4885-93, 2010 Dec 02.
Article in English | MEDLINE | ID: mdl-20807887

ABSTRACT

There is increasing evidence that miRNA and transcription factors interact in an instructive fashion in normal and malignant hematopoiesis. We explored the impact of TEL-AML1 (ETV6-RUNX1), the most common fusion protein in childhood leukemia, on miRNA expression and the leukemic phenotype. Using RNA interference, miRNA expression arrays, and quantitative polymerase chain reaction, we identified miRNA-494 and miRNA-320a to be up-regulated upon TEL-AML1 silencing independently of TEL expression. Chromatin immunoprecipitation analysis identified miRNA-494 as a direct miRNA target of the fusion protein TEL-AML1. Using bioinformatic analysis as well as functional luciferase experiments, we demonstrate that survivin is a target of the 2 miRNAs. miRNA-494 and miRNA-320a were introduced to the cells by transfection and survivin expression determined by Western blot analysis. These miRNAs blocked survivin expression and resulted in apoptosis in a similar manner as TEL-AML1 silencing by itself; this silencing was also shown to be Dicer-dependent. miRNAs-494 and -320a are expressed at lower levels in TEL-AML1+ leukemias compared with immunophenotype-matched nonTEL-AML1 acute lymphoblastic leukemia subtypes, and within TEL-AML1+ leukemias their expression is correlated to survivin levels. In summary our data suggest that TEL-AML1 might exert its antiapoptotic action at least in part by suppressing miRNA-494 and miRNA-320a, lowering their expression causing enhanced survivin expression.


Subject(s)
Apoptosis/genetics , Core Binding Factor Alpha 2 Subunit/genetics , Gene Expression Regulation, Neoplastic , MicroRNAs/genetics , Microtubule-Associated Proteins/genetics , Oncogene Proteins, Fusion/genetics , Adolescent , Blotting, Western , Cell Line, Tumor , Child , Child, Preschool , Chromatin Immunoprecipitation , Gene Expression , Humans , Inhibitor of Apoptosis Proteins , Microtubule-Associated Proteins/biosynthesis , Oligonucleotide Array Sequence Analysis , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction , Survivin , Transfection
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