scholarly journals Genome-wide DNA methylation analysis in multiple tissues in primary Sjögren's syndrome reveals regulatory effects at interferon-induced genes

2016 ◽  
Vol 75 (11) ◽  
pp. 2029-2036 ◽  
Author(s):  
Juliana Imgenberg-Kreuz ◽  
Johanna K Sandling ◽  
Jonas Carlsson Almlöf ◽  
Jessica Nordlund ◽  
Linnea Signér ◽  
...  

ObjectivesIncreasing evidence suggests an epigenetic contribution to the pathogenesis of autoimmune diseases, including primary Sjögren's Syndrome (pSS). The aim of this study was to investigate the role of DNA methylation in pSS by analysing multiple tissues from patients and controls.MethodsGenome-wide DNA methylation profiles were generated using HumanMethylation450K BeadChips for whole blood, CD19+ B cells and minor salivary gland biopsies. Gene expression was analysed in CD19+ B cells by RNA-sequencing. Analysis of genetic regulatory effects on DNA methylation at known pSS risk loci was performed.ResultsWe identified prominent hypomethylation of interferon (IFN)-regulated genes in whole blood and CD19+ B cells, including at the genes MX1, IFI44L and PARP9, replicating previous reports in pSS, as well as identifying a large number of novel associations. Enrichment for genomic overlap with histone marks for enhancer and promoter regions was observed. We showed for the first time that hypomethylation of IFN-regulated genes in pSS B cells was associated with their increased expression. In minor salivary gland biopsies we observed hypomethylation of the IFN-induced gene OAS2. Pathway and disease analysis resulted in enrichment of antigen presentation, IFN signalling and lymphoproliferative disorders. Evidence for genetic control of methylation levels at known pSS risk loci was observed.ConclusionsOur study highlights the role of epigenetic regulation of IFN-induced genes in pSS where replication is needed for novel findings. The association with altered gene expression suggests a functional mechanism for differentially methylated CpG sites in pSS aetiology.

Epigenomics ◽  
2021 ◽  
Author(s):  
Beatriz Garcia-Ruiz ◽  
Manuel Castro de Moura ◽  
Gerard Muntané ◽  
Lourdes Martorell ◽  
Elena Bosch ◽  
...  

Aim: To investigate DDR1 methylation in the brains of bipolar disorder (BD) patients and its association with DDR1 mRNA levels and comethylation with myelin genes. Materials & methods: Genome-wide profiling of DNA methylation (Infinium MethylationEPIC BeadChip) corrected for glial composition and DDR1 gene expression analysis in the occipital cortices of individuals with BD (n = 15) and healthy controls (n = 15) were conducted. Results: DDR1 5-methylcytosine levels were increased and directly associated with DDR1b mRNA expression in the brains of BD patients. We also observed that DDR1 was comethylated with a group of myelin genes. Conclusion: DDR1 is hypermethylated in BD brain tissue and is associated with isoform expression. Additionally, DDR1 comethylation with myelin genes supports the role of this receptor in myelination.


2022 ◽  
Author(s):  
Nicole Gull ◽  
Michell Jones ◽  
Pei-Chen Peng ◽  
Simon Coetzee ◽  
Tiago Silva ◽  
...  

Abstract Background Little is known about the role of global DNA methylation in recurrence and chemoresistance of high grade serous ovarian cancer (HGSOC). We performed whole genome bisulfite sequencing and transcriptome sequencing in 62 primary and recurrent tumors from 28 patients with stage III/IV HGSOC, of which 11 patients carried germline, pathogenic BRCA1 and/or BRCA2 mutations. Results Landscapes of genome-wide methylation (on average 24.2 million CpGs per tumor) and transcriptomes in primary and recurrent tumors showed extensive heterogeneity between patients but were highly preserved in tumors from the same patient. We identified significant differences in the burden of differentially methylated regions (DMRs) in tumors from BRCA1/2 compared to non-BRCA1/2 carriers (mean 659 DMRs and 388 DMRs in paired comparisons respectively). We identified overexpression of immune pathways in BRCA1/2 carriers compared to non-carriers, implicating an increased immune response in improved survival (P=0.006) in these BRCA1/2 carriers. Conclusions These findings indicate methylome and gene expression programs established in the primary tumor are conserved throughout disease progression, even extensive chemotherapy treatment, and that changes in methylation and gene expression are unlikely to serve as drivers for chemoresistance in HGSOC.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 526-526
Author(s):  
Junfeng Luo ◽  
Justin Choi ◽  
Lirong Pei ◽  
Farrukh Awan ◽  
Eun-Joon Lee ◽  
...  

Abstract Abstract 526 Chronic lymphocytic leukemia (CLL) is a biologically and clinically heterogeneous disease. The somatic hypermutation status of the immunoglobulin heavy chain variable (IGHV) genes has been identified as one of the most robust prognostic markers in CLL. Patients with unmutated IGHV status (U-CLL) typically experience an inferior outcome compared to those whose clones express mutated IGHV genes (M-CLL). We conducted a genome-wide DNA methylation analysis in CD19+ B-cells from a group of 43 CLL patients using reduced representation bisulfite sequencing (RRBS). Using base-pair resolution methylation sequencing, 2323 differentially methylated regions between CLL and normal B cells (CLL-specific DMRs) and 569 between M-CLL and U-CLL samples (IGHV-specific DMRs) were identified in the CLL genomes. The IGHV-specific DMRs are mostly unique when compared to the CLL-specific DMRs. Less than 10% of the IGHV-specific DMRs are located in promoter regions; however, more than half of these overlap with known DNase I hypersensitive sites, enhancer regions marked by histone modification (H3K4Me1 and H3K27Ac), and transcription factor binding sites in the ENCODE datasets, which indicates that these DMRs contain regulatory sequences. Distinctive DNA methylation patterns were observed in M-CLL and U-CLL samples. Overall, U-CLL was found to contain 50% more hypermethylated regions than M-CLL samples. The hypermethylated loci observed in the U-CLL samples also appear to be hypermethylated in normal naïve B cells as compared memory B cells, suggesting that M-CLL and U-CLL differ in differentiation status corresponding to normal B cell differentiation stages. RNA-seq analysis performed using matched samples (n=34), in which both DNA methylation and gene expression data were available, demonstrated excellent correlation between DNA methylation and gene expression. Several genes whose expression status was previously shown to be associated with CLL prognosis such as ZAP70, CRY1, LDOC1, SEPT10, LAG3, and LPL were differentially methylated in the promoter regions between M-CLL and U-CLL samples indicating that DNA methylation plays an important role in defining the gene expression patterns of these prognostic genes. We further validated 9 genes with IGHV-specific DMRs in the promoter regions using bisulfite pyrosequencing, and the results demonstrated excellent correlation between differential methylation and IGHV mutation status. These novel differentially methylated genes could be developed into biomarkers for CLL prognosis. In addition, DNA hypomethylation was observed in a significant number of genes involved in lymphocyte activation such as PDCD1, NFATc1, and CD5. DNA hypomethylation was observed in the proximal promoter and far up-stream enhancer regions of CD5, an important cell surface marker that uniquely identifies CLL. Overall, the DNA methylation landscape in CLL patients indicates that CLL B cells possess an active B-cell phenotype; at the same time, U-CLL and M-CLL are faithfully committed to their lineage resembling either naïve or memory B cells. In summary, this comprehensive DNA methylation analysis has identified a large number of novel epigenetic changes in CLL patients. The results from this study will further advance our understanding of the epigenetic contribution to molecular subtypes in CLL. Disclosures: No relevant conflicts of interest to declare.


2020 ◽  
Author(s):  
Anmol Singh ◽  
Yizhen Zhong ◽  
Layan Nahlawi ◽  
C. Sehwan Park ◽  
Tanima De ◽  
...  

Epigenetics is a reversible molecular mechanism that plays a critical role in many developmental, adaptive, and disease processes. DNA methylation has been shown to regulate gene expression and the advent of high throughput technologies has made genome-wide DNA methylation analysis possible. We investigated the effect of DNA methylation in eQTL mapping (methylation-adjusted eQTLs), by incorporating DNA methylation as a SNP-based covariate in eQTL mapping in African American derived hepatocytes. We found that the addition of DNA methylation uncovered new eQTLs and eGenes. Previously discovered eQTLs were significantly altered by the addition of DNA methylation data suggesting that methylation may modulate the association of SNPs to gene expression. We found that methylation-adjusted eQTLs which were less significant compared to PC-adjusted eQTLs were enriched in lipoprotein measurements (FDR = 0.0040), immune system disorders (FDR = 0.0042), and liver enzyme measurements (FDR = 0.047), suggesting a role of DNA methylation in regulating the genetic basis of these phenotypes. Our methylation-adjusted eQTL analysis also uncovered novel SNP-gene pairs. For example, our study found the SNP, rs11546996, was associated to PNKP. In a previous GWAS, this SNP was associated with primary biliary cirrhosis although the causal gene was thought to be SPIB. Our methylation-adjusted method potentially adds new understanding to the genetic basis of complex diseases that disproportionally affect African Americans.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 1737-1737
Author(s):  
Anat Biran ◽  
Helene Kretzmer ◽  
Shanye Yin ◽  
Leah Billington ◽  
Fara Faye Regis ◽  
...  

Large-scale DNA methylation analysis of chronic lymphocytic leukemia (CLL) has identified a pervasive genome-wide level of discordance in local methylation state in leukemic cells compared to normal B cells. This is associated with variation in gene expression, increased clonal evolution and poorer clinical outcomes. We hypothesized that locally disordered methylation could lead to dysregulation of gene expression and hence contribute to cancer development and progression. To test this, we have engineered mouse lines with B-cell restricted homozygous or heterozygous knock-out of Dnmt3a by crossing Dnmt3a-floxed mice with CD19-Cre mice. Dnmt3a is a DNA methyltransferase, catalyzing the addition of a methyl group to CpG sequences in the DNA and thereby regulating gene expression. Although DNMT3A mutations are only rarely identified in CLL, RNA sequencing and protein expression analysis reveal dysregulation of DNMT3A. We confirmed partial or complete reduction in Dnmt3a protein levels in B cells from CD19-Cre;Dnmt3a heterozygous (Dnmt3a-het) and CD19-Cre;Dnmt3a homozygous mice (Dnmt3a-hom), respectively. These mice therefore provide a unique opportunity to study B cell restricted changes in locally discordant methylation over time. We first assessed the impact of Dnmt3a deletion on normal B cell development, prior to CLL development, by characterizing splenic B cell of CD19-Cre (control) or Dnmt3a-hom mice. Flow cytometry data using B220, CD21 and CD23 markers to identify B220+CD23+CD21- follicular B cells and B220+CD23+CD21high marginal zone B cells revealed elevated levels of follicular B cells (83.1% vs 87.6%, p=0.008) and reduced levels of marginal zone B cells (9.6% vs 4.1%, p=0.001) in Dnmt3a-hom mice in comparison to control mice (n=3 mice per group). These results indicate that mice with Dnmt3a deletion present with massive changes in their B cells, even prior to overt CLL development. We next monitored both Dnmt3a-het and Dnmt3a-hom cohorts over time for CLL development. We observed that 100% Dnmt3a-hom mice developed CLL-like disease by 7 months (n=23), characterized by CD5+B220+;Igk+ expression and evident within the blood, bone marrow (BM), spleen and peritoneum, suggesting a fundamental role of altered DNMT3A expression in generation of CLL. In comparison, 75% of Dnmt3a-het mice developed CLL-like disease by 18 months (n=12), with similar expansion of CD5+C220+ expansion in the BM and spleen. By RNA-sequencing analysis of normal splenic B cells from CD19-Cre and Dnmt3a-hom mice (n=3 mice, 10 weeks old), we detected substantial changes in gene expression, including 113 upregulated genes and 39 downregulated (p<0.05, FC>2). To explore the development of locally disordered methylation following transformation, CLL cells from Dnmt3a-hom mice (n=3) were subjected to reduced representation bisulfite sequencing (RRBS), a high-throughput technique to analyze genome wide methylation patterns. We found that murine CLL-like cells display locally disordered methylation, which was detected in all genomic features covered by this assay, indicating that disordered methylation is broadly affecting the murine CLL cells' epigenome. Additionally, we identified a set of differentially methylated regions (DMRs) between B cells from CD19-Cre vs CLL cells from Dnmt3a-hom (n = 2,839 DMRs), with a minimum difference of 0.2 and a minimum of 10 CpGs per DMR. Interestingly, gene ontology analysis demonstrated strong association with genes hypermethylated in TCL1 mouse model, linking this model with alternative murine models for CLL. In conclusion, we have studied B cell specific deletion of Dntm3a and showed the development of CLL in 100% of the case in Dnmt3a-hom mice. Our data suggest a fundamental role for Dnmt3a in CLL development through increased locally disordered methylation and changes in associated transcriptional signatures. This mouse model provides an exciting experimental model to undertake functional in vivo studies in order to elucidate the contribution of epigenetic changes on CLL development. Disclosures Neuberg: Pharmacyclics: Research Funding; Madrigal Pharmaceuticals: Equity Ownership; Celgene: Research Funding. Wu:Neon Therapeutics: Other: Member, Advisory Board; Pharmacyclics: Research Funding.


Reproduction ◽  
2016 ◽  
Vol 152 (1) ◽  
pp. R23-R30 ◽  
Author(s):  
Tina Bianco-Miotto ◽  
Benjamin T Mayne ◽  
Sam Buckberry ◽  
James Breen ◽  
Carlos M Rodriguez Lopez ◽  
...  

Epigenetic modifications, and particularly DNA methylation, have been studied in many tissues, both healthy and diseased, and across numerous developmental stages. The placenta is the only organ that has a transient life of 9 months and undergoes rapid growth and dynamic structural and functional changes across gestation. Additionally, the placenta is unique because although developing within the mother, its genome is identical to that of the foetus. Given these distinctive characteristics, it is not surprising that the epigenetic landscape affecting placental gene expression may be different to that in other healthy tissues. However, the role of epigenetic modifications, and particularly DNA methylation, in placental development remains largely unknown. Of particular interest is the fact that the placenta is the most hypomethylated human tissue and is characterized by the presence of large partially methylated domains (PMDs) containing silenced genes. Moreover, how and why the placenta is hypomethylated and what role DNA methylation plays in regulating placental gene expression across gestation are poorly understood. We review genome-wide DNA methylation studies in the human placenta and highlight that the different cell types that make up the placenta have very different DNA methylation profiles. Summarizing studies on DNA methylation in the placenta and its relationship with pregnancy complications are difficult due to the limited number of studies available for comparison. To understand the key steps in placental development and hence what may be perturbed in pregnancy complications requires large-scale genome-wide DNA methylation studies coupled with transcriptome analyses.


Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 3465-3465
Author(s):  
Irina Velichutina ◽  
Rita Shaknovich ◽  
Huimin Geng ◽  
Ari Melnick ◽  
Olivier Elemento

Abstract Abstract 3465 Poster Board III-353 EZH2 is the catalytic subunit of the PRC2 Polycomb complex and mediates transcriptional repression through its histone methyltransferase activity. It is over-expressed in many types of aggressive tumors, e.g., prostate and breast cancer and this over-expression is generally associated with poor patient prognosis. It is also over-expressed in certain lymphomas, e.g., follicular lymphoma; however its exact role and importance in normal and malignant B-cells remains unclear. Most B-cell lymphomas arise from germinal center (GC) B-cells. We thus first set out to investigate the function and activity of EZH2 in normal B-cells. We confirmed a previously published observation that expression of EZH2 protein is greatly elevated during developmental transition from resting Naive B-cells to rapidly proliferating GC B-lymphocytes. Using ChIP-on-chip, we then determined the genome-wide pattern of EZH2 binding in GC B cells and found that EZH2 targets ∼1,800 promoters in these cells (at FDR<0.1). We also mapped the genome-wide distribution of H3K27me3 histone marks in GC B cells; consistent with the known role of EZH2 in catalyzing H3K27me3, a majority (62%) of EZH2 target promoters also displayed a very strong H3K27me3 peak (p=0, hypergeometric test). Also consistent with the repressive nature of H3K27me3, expression arrays rezvealed that EZH2 targets are usually expressed at a lower level in GC B cells than other genes (p<1e-80). However, contrary to a previously postulated role of EZH2 in promoting DNA methylation, our results indicate that EZH2-bound promoters are largely hypomethylated in GC B cells (p=0, Wilcoxon test). From the biological standpoint EZH2 target genes are enriched with transcription factors (p<1e-5), kinases (p<1e-6), and other components of signal transduction pathways such as TGF-beta, WNT, EGFR, PDGFR, and VEGF. EZH2 also targets and represses many tumor suppressor genes, e.g., CDKN1A/p21 and CDKN1B/p27, CDKN2A/p16 and CDKN2A/p14. Using an unbiased motif discovery procedure, we associate EZH2 binding with sequences highly similar to those bound by orthologous PRC2 in Drosophila; we find that EZH2 binding is also associated with the highly statistically significant depletion of regulatory sequences typically bound by transcriptional activators. We then compared the genome-wide binding patterns of EZH2 in GC B cells and embryonic stem cells and observed a strong overlap of EZH2 targets between these cell types (>30% of GC B cells targets are also bound in hESCs, p<1e-378). However, we also observed a large GC B cell-specific EZH2 regulatory program with >1,000 genes. Seeking to extrapolate our binding data to GC-derived Diffuse Large B Cell Lymphoma (DLBCL), we found that the expression profile of many EZH2 target genes is anti-correlated with EZH2 mRNA levels in expression profiles of primary DLBCL tumors. Surprisingly, we found that this anti-correlation was most pronounced among GC B cell-specific EZH2 targets (p<1e-26). In turn, the EZH2 mRNA level was itself positively correlated with cellular proliferation in primary DLBCL tumors, as measured by Ki67 staining (Pearson correlation = 0.3, p<0.001). Finally siRNA-mediated down-regulation of EZH2 in SUDHL4 DLBCL cells resulted in acute cell cycle arrest at the G1/S transition in SUDHL4 cells and upregulation of EZH2 target genes with cell cycle inhibitory functions such as those mentioned above. Altogether, these data suggest a scenario whereby EZH2 upregulation in GC B-cells leads to its recruitment to genes containing Polycomb Response Elements with consequent H3K27 trimethylation and silencing of a GC B cell context specific cohort of genes including those involved in restraining cellular proliferation, thus contributing to the ability of these cells to undergo massive clonal expansion. This function of EZH2 may also contribute to the malignant transformation of GC B-cells into DLBCLs and facilitate their proliferative phenotype. Thus, our results indicate that therapeutic targeting of EZH2 might have significant anti-lymphoma effects and support the rationale for development of inhibitors of the EZH2 SET domain. Disclosures No relevant conflicts of interest to declare.


2021 ◽  
Vol 12 ◽  
Author(s):  
Yumeng Qi ◽  
Liming Zhang ◽  
Xiaonan Yang ◽  
Biao Tang ◽  
Ting Xiao

BackgroundChronic spontaneous urticaria (CSU) is a common autoimmune skin disease. Little is known about the role of epigenetics in the pathogenesis of CSU. This study aimed to investigate genome-wide DNA methylation profile in whole blood of patients with CSU.Patients and MethodsGenome-wide DNA methylation levels in whole blood samples of 95 Chinese Han ethnicity adult CSU patients and 95 ethnicity-, age- and sex-matched healthy controls were analyzed using Illumina 850K methylation chip. The differentially methylated genes (DMGs) were screened out and then functionally annotated by the gene ontology and the Kyoto encyclopedia of genes and genomes databases.ResultsA total of 439 differentially methylated positions (DMPs) (p &lt; 0.01 and |Δβ| ≥ 0.06) were identified with 380 hypomethylated and 59 hypermethylated. The average global DNA methylation levels of the 439 DMPs in the CSU patients were significantly lower than those in the healthy controls (p &lt; 0.001). The distribution of the 439 DMPs was wide on chromosome 1 to 22 and chromosome X. Chromosome 6 embodied the largest number of DMPs (n = 51) and their annotated genes were predominantly related to autoimmunity. The 304 annotated DMGs were mainly enriched in autoimmune disease- and immune-related pathways. A total of 41 DMPs annotated to 28 DMGs were identified when p &lt; 0.01 and |Δβ| ≥ 0.1. Of the 28 DMGs, HLA-DPB2, HLA-DRB1, PPP2R5C, and LTF were associated with autoimmunity. CSU cases with elevated total IgE, positive anti-thyroid peroxidase IgG autoantibodies, positive anti-thyroglobulin IgG autoantibodies, angioedema, UASday &gt; 4, or recurrent CSU showed phenotype-specific DMPs as compared with cases with normal total IgE, negative anti-thyroid peroxidase IgG autoantibodies, negative anti-thyroglobulin IgG autoantibodies, no angioedema, UASday ≤ 4, or non-recurrent CSU respectively.ConclusionThis study shows a distinct genome-wide DNA methylation profile in Chinese Han ethnicity adult CSU patients and indicates a role of epigenetics in the pathogenesis of CSU. The predominant enrichment of the CSU-associated DMGs in immunological pathways provides supportive evidence for the immunopathogenesis of CSU. Future research on the CSU-associated DMPs and DMGs will help discover potential therapeutic targets for CSU.


Rheumatology ◽  
2020 ◽  
Vol 59 (Supplement_2) ◽  
Author(s):  
Alexander D Clark ◽  
Nisha Nair ◽  
Amy E Anderson ◽  
Nishanthi Thalayasingam ◽  
Najib Naamane ◽  
...  

Abstract Background The aetiology of rheumatoid arthritis (RA) is complex. In particular, the vast majority of disease-associated variants implicated by genome-wide association studies are non-coding, leaving genetic mechanisms of adaptive immune dysregulation unresolved. The contribution to this process of epigenetic factors, including the addition of methyl groups to DNA, also remains uncertain. To address these issues and prioritise causal genes for downstream study, genome-wide data incorporating DNA methylation and gene expression measurements from lymphocyte subsets in an early arthritis inception cohort, were available. Methods Whole genome methylation and transcription data from isolated CD4+ T cells and B cells of &gt; 100 well-characterised inflammatory arthritis patients, all of whom were naïve to immunomodulatory treatments and of Northern European ancestry, were obtained (Illumina HumanHT-12 v4 Expression BeadChip and Infinium MethylationEPIC BeadChip arrays, respectively). Genotyping was undertaken using the Illumina Human CoreExome-24 version 1-0 array. After independent pre-processing, normalisation and quality control of paired CD4+ and B lymphocyte data, methylation quantitative trait loci (meQTLs) were first modelled using the MatrixEQTL package in each cell type. Next, at RA risk-associated cis-CpGs, correlations between site-specific methylation and the expression of genes within ±500Kb identified quantitative trait methylations (eQTMs). To infer directionality of SNP-CpG-transcript associations a causal inference test (CIT) was applied. Multiple testing was accounted for, and in vitro assays were used to validate meQTLs at loci of interest and confirm regulatory mechanisms. Further analysis integrated GWAS data from other immune mediated diseases (IMDs) and additional publically available resources. Results We found strong evidence that disease-associated DNA variants regulate cis-CpG methylation of DNA in CD4+ T and/or B cells at 37% RA loci. In general we observed these variants to preferentially modify methylation at sites mapping to lymphocyte enhancers and regions flanking transcription start sites, and at positions bound by the NFκB transcription factor. Using paired, cell-specific transcriptomic data and a statistical approach to infer causality, we then identified examples where site-specific DNA methylation in turn mediates gene expression, including ORMDL3/GSDMB, IL6ST/ANKRD55, FCRL3 and JAZF1 in CD4+ lymphocytes. Leveraging GWAS data we noted that a number of genes regulated in this way highlight mechanisms common to RA, multiple sclerosis and asthma, distinguishing these IMDs from osteoarthritis which is considered a primarily degenerative disease. To validate our findings, cis-meQTL effects at sentinel loci were replicated by pyrosequencing in an independent cohort of genotyped early arthritis patients, and methylation-mediated regulation of FCRL3 expression downstream of the regulatory SNP was confirmed experimentally using a luciferase reporter assay in Jurkat T-cells. Conclusion Our observations highlight important mechanisms of genetic risk in RA and the wider context of autoimmunity. They confirm the utility of DNA methylation profiling as a tool for causal gene prioritisation and, potentially, therapeutic targeting in complex IMD. Disclosures A.D. Clark None. N. Nair None. A.E. Anderson None. N. Thalayasingam None. N. Naamane None. A.J. Skelton None. J. Diboll None. A. Barton None. S. Eyre None. J.D. Isaacs None. L.N. Reynard None. A.G. Pratt Grants/research support; I am a recipient of an unrestricted, investigator initiated research grant from Pfizer, paid to Newcastle University.


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