Stability of gene expression and epigenetic profiles highlights the utility of patient-derived paediatric acute lymphoblastic leukaemia xenografts for investigatoing molecular mechanisms of drug resistance
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Nicholas Wong
PROVIDER: E-GEOD-57633 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:Background: Patient-derived tumour xenografts are an attractive model for preclinical testing of anti-cancer drugs. Insights into tumour biology and biomarkers predictive of responses to chemotherapeutic drugs can also be gained from investigating xenograft models. As a first step towards examining the equivalence of epigenetic profiles between xenografts and primary tumours in paediatric leukaemia, we performed genome-scale DNA methylation and gene expression profiling on a panel of 10 paediatric B-cell precursor acute lymphoblastic leukaemia (BCP-ALL) tumours that were stratified by prednisolone response. Results: We found high correlations in DNA methylation and gene expression profiles between matching primary and xenograft tumour samples with Pearson’s correlation coefficients ranging between 0.85 and 0.98. In order to demonstrate the potential utility of epigenetic analyses in BCPALL xenografts, we identified DNA methylation biomarkers that correlated with prednisolone responsiveness of the original tumour samples. Differential methylation of CAPS2, ARHGAP21, ARX and HOXB6 were confirmed by locus specific analysis. We identified 20 genes showing an inverse relationship between DNA methylation and gene expression in association with prednisolone response. Pathway analysis of these genes implicated apoptosis, cell signalling and cell structure networks in prednisolone responsiveness. Conclusions: The findings of this study confirm the stability of epigenetic and gene expression profiles of paediatric BCP-ALL propagated in mouse xenograft models. Further, our preliminary investigation of prednisolone sensitivity highlights the utility of mouse xenograft models for preclinical development of novel drug regimens with parallel investigation of underlying gene expression and epigenetic responses associated with novel drug responses. 20 samples were analysed using Illumina Infinium HM27K Bead arrays. This consisted of 10 matched primary tumour and low passage xenografts. Of which, 5 were prednisolone good responders and 5 were prednisolone poor responders
2014-05-14 | E-GEOD-57581 | biostudies-arrayexpress
Project description:Background: Patient-derived tumour xenografts are an attractive model for preclinical testing of anti-cancer drugs. Insights into tumour biology and biomarkers predictive of responses to chemotherapeutic drugs can also be gained from investigating xenograft models. As a first step towards examining the equivalence of epigenetic profiles between xenografts and primary tumours in paediatric leukaemia, we performed genome-scale DNA methylation and gene expression profiling on a panel of 10 paediatric B-cell precursor acute lymphoblastic leukaemia (BCP-ALL) tumours that were stratified by prednisolone response. Results: We found high correlations in DNA methylation and gene expression profiles between matching primary and xenograft tumour samples with Pearson’s correlation coefficients ranging between 0.85 and 0.98. In order to demonstrate the potential utility of epigenetic analyses in BCPALL xenografts, we identified DNA methylation biomarkers that correlated with prednisolone responsiveness of the original tumour samples. Differential methylation of CAPS2, ARHGAP21, ARX and HOXB6 were confirmed by locus specific analysis. We identified 20 genes showing an inverse relationship between DNA methylation and gene expression in association with prednisolone response. Pathway analysis of these genes implicated apoptosis, cell signalling and cell structure networks in prednisolone responsiveness. Conclusions: The findings of this study confirm the stability of epigenetic and gene expression profiles of paediatric BCP-ALL propagated in mouse xenograft models. Further, our preliminary investigation of prednisolone sensitivity highlights the utility of mouse xenograft models for preclinical development of novel drug regimens with parallel investigation of underlying gene expression and epigenetic responses associated with novel drug responses. 20 samples were analysed using Illumina Infinium WG-6 V3 Expression Chips. This consisted of 10 matched primary tumour and low passage xenografts. Of which, 5 were prednisolone good responders and 5 were prednisolone poor responders. Two Samples were eliminated due to not passing qc.
2014-05-14 | E-GEOD-57491 | biostudies-arrayexpress
Project description:We report the generation and analysis of high-throughput DNA methylation profiles at nucleotide resolution in a subset of targeted gene trap mouse mutants. Using high-throughput sequencing of bisulfite treated DNA, we generated DNA methylation percentage for CpG islands, and LacZ (reporter) gene in mice with the apparent silencing of the targeted gene promoter reflected by reduced reporter mRNA level. These results were contrasted with findings for a set of mutants with no silencing or CpG methylation following targeted mutagenesis using the same gene trap vector. Our findings supports the hypothesis that presence of the exogenous DNA in the targeting vector may influence the expression of genes in close proximity or may lead to promoter silencing of the target where the promoter is marked by CpG methylation. Examination of CpG methylation profiles in Knock-out and wild type mice We evaluated targeted gene promoter silencing in a group of six mutants carrying the tm1a Knockout Mouse Project allele containing both a LacZ reporter gene driven by the native promoter and a neo selection cassette. Methylation of the promoter CpG islands and LacZ coding sequence were evaluated by sequencing of bisulfite-treated DNA. CpG Islands (samples labeled as CpG) and trans gene (samples labeled as LacZ) were amplified after Bisulfite treatment. Please note that the same gDNA was used to amplify CpG Island (Gene_CpG_KO ) and LacZ (Gene_LacZ_KO) reporter for the same gene. PCR product of amplification was gel separated, isolated and pooled. After libraries were prepared and sequenced, the alignment was performed. CpG island and LacZ alignments were done separately resulting in three different Processed Data files per gene investigated: Gene_CpG_KO, Gene_LacZ_KO and Gene_CpG_WT. LacZ reference is included in the submission, but is also available for download from KOMP Phenotype website (www.kompphenotype.org). Also please note that the libraries were prepared using Illumina TruSeq RNA Sample Prep Kit starting from adapter binding step as samples were double stranded Bisulfite treated DNA amplicons. So the library preparation was done as with RNASeq, but samples investigated were bisulfite treated.
2015-07-28 | E-GEOD-70317 | biostudies-arrayexpress
Project description:Cytosine methylation in the genome of Drosophila melanogaster has been elusive and controversial: methylcytosine has been detected at very low levels in early embryos, but the genomic location and function of methylation has not been established. We have mapped cytosine methylation genomewide in Stage 5 Drosophila embryo DNA by combining immuno-enrichment for 5-methylcytosine, bisulfite conversion, and deep sequencing. Unlike methylation patterns observed in other eukaryotic species, methylation in Drosophila is punctate and highly strand-asymmetrical; we confirmed this by direct PCR amplification and sequencing of bisulfite-converted DNA. Despite the locally asymmetric nature of methylation, large-scale patterns of methylation are symmetric. Methylated regions make up ~1% of the genome, and within these regions methylation of individual cytosines averages 2-10%. Methylation is concentrated in specific 5-base sequence motifs that are CA- and CT-rich but depleted of guanine. It is depleted from promoters, coding sequences, and most retrotransposons, and enriched in introns and in certain simple sequence repeats containing the commonly methylated motifs. Comparison with available gene expression data indicates that methylation in a gene is associated with lower expression; the X chromosome, which is subject to gene dosage compensation, is more densely methylated than the autosomes. This study firmly establishes the presence of cytosine methylation in Drosophila; the temporal overlap of methylation with the maternal-zygotic transition raises the possibility that methylation participates in the transition to zygotic gene expression. To enrich for rare cytosine methylation in Drosophila at embryonic Stage 5 (2-3 hours post-fertilization), we enriched sonicated Stage 5 genomic DNA for methylcytosine by immunoprecipitation with antibody to 5-methylcytosine. The immunoprecipitated DNA was then bisulfite converted and Illumina sequenced to obtain direct evidence for the presence of methylation. The presence and extent of DNA methylation was confirmed by Illumina sequencing of bisulfite-converted PCR amplicons.
2014-02-18 | E-GEOD-34425 | biostudies-arrayexpress
Project description:This SuperSeries is composed of the SubSeries listed below. Refer to individual Series
2013-05-06 | E-GEOD-43298 | biostudies-arrayexpress
Project description:Neurotrophins (NTs) promotes angiogenesis and EC survival, via tropomyosin kinase trkA and trkB receptors. A different p75NTR receptor of NTs, which belongs to the TNF-alfa receptor superfamily, is not or scarcely expressed by endothelial cells (EC) and endothelial progenitor cells (EPC) under basal conditions. Both diabetes and muscular ischemia induce p75NTR in capillary EC. In this study, by gene transfer, we forced the expression of p75NTR in EC and EPC to study the effect on cell survival, proliferation, adhesion, migration, and capillary-like tubes formation on matrigel, which all resulted impaired by p75NTR. We identified that p75NTR inhibits the VEGF-A/Akt/eNOS/NO pro-angiogenesis/pro-EC survival pathway and reduces the mRNA contents of survivin and securin in EC. By Illumina technology and real-time PCR, we found that p75-NTR alters the expression of VEGF-A and beta-1 integrin, which are implicated in angiogenesis and cell survival. p75NTR transfer to ischemic murine limb muscles impaired neoangiogenesis and blood flow recovery and induced apoptosis of bone marrow Sca-1+/Lin- progenitor cells. Diabetes induced p75NTR in bone marrow Sca-1+/Lin- cells and this correlated with apoptosis. Finally, inhibition of p75NTR signaling in diabetic ischemic limb muscles restored proper muscular neovascularization and blood flow recovery. Keywords: Response to ectopic receptor expression on angiogenesis Two series of 4 mice each were treated with either control adenovirus (AdNull) or adenovirus expressing neurotrophin p75 receptor (AdP75). Anaesthetized mice received 3 adenovirus injections (for a total of 109 p.f.u. virus in 20 micro L) into 3 equidistant sites of the normoperfused or ischemic left adductor muscles, as described (2. Emanueli C, Graiani G, Salis MB, Gadau S, Desortes E, Madeddu P. Prophylactic gene therapy with human tissue kallikrein ameliorates limb ischemia recovery in type 1 diabetic mice. Diabetes. 2004 Apr;53(4):1096-103. )
2010-06-25 | E-GEOD-9910 | biostudies-arrayexpress
Project description:Here we perform Bisulfite sequencing (BS-seq) on marmoset post-implantation embryos following laser capture micro dissection to capture methylation profiles of post-implantation tissues. We also perform single-cell BS-seq on pre-implantation marmoset embryos from four-cell to the compacted morula stages.
2024-09-22 | E-MTAB-13893 | biostudies-arrayexpress
Project description:The discovery of cytosine hydroxymethylation (5-hmC) as a mechanism that potentially controls DNA methylation changes typical of neoplasia prompted us to investigate its behavior in colon cancer. 5-hmC is globally reduced in proliferating cells such as colon tumors and the gut crypt progenitors, from which tumors can arise. Here, we show that colorectal tumors and cancer cells express Ten-Eleven Translocation (TET) transcripts at levels similar to normal tissues. Genome-wide analyses show that promoters marked by 5-hmC in normal tissue, and those identified as TET2 targets in colorectal cancer cells, are resistant to methylation gain in cancer. In vitro studies of TET2 in cancer cells confirm that these promoters are resistant to methylation gain independently of sustained TET2 expression. We also find that a considerable number of the methylation gain-resistant promoters marked by 5-hmC in normal colon overlap with those that are marked with poised bivalent histone modifications in embryonic stem cells. Together our results indicate that promoters that acquire 5-hmC upon normal colon differentiation are innately resistant to neoplastic hypermethylation by mechanisms that do not require high levels of 5-hmC in tumors. Our study highlights the potential of cytosine modifications as biomarkers of cancerous cell proliferation. messenger RNA levels were measured in total RNA extracted from primary colon tissues. Normal away are at least 20cm from tumors.
2015-02-03 | E-GEOD-47063 | biostudies-arrayexpress
Project description:This SuperSeries is composed of the SubSeries listed below. Refer to individual Series
2016-08-24 | E-GEOD-77206 | biostudies-arrayexpress
Project description:Here we provided the first single-base resolution DNA methylatome in chicken lungs by whole-genome bisulfite sequencing (MethylC-seq). In addition, two genetically distinct highly inbred chicken lines, Leghorn and Fayoumi, were used to examine how DNA methylation regulates mRNA gene expression between two lines. The methylation profile demonstrated that methylcytosines in the chicken were more likely to occur in CG dinucleotides than in non-CG sites. DNA methylation in the gene body region, especially in the internal exons, was higher than in the 5’ and 3’ flanking regions of genes.Differentially methylated region (DMR) analysis indicated widespread differences between the Leghorn and Fayoumi lines. Of particular interest, many identified DMR-associated genes were significantly enriched in immune-related groups, which indicate that DNA methylation may regulate host immune response to pathogen infection in chickens as these two genetic lines have demonstrated differential resistance to a few pathogens. This work establishes a comprehensive and precise DNA methylation pattern in chickens and lays a solid foundation for future studies on epigenetic modifications related to poultry growth, disease, and development. DNA methylation profiles of two highly inbred chicken lines, Leghorn and Fayoumi,which were generated by deep sequencing, using Illumina GAII
2015-06-28 | E-GEOD-56975 | biostudies-arrayexpress