54 results on '"Stirzaker C"'
Search Results
2. Identification of DNA methylation biomarkers with potential to predict response to neoadjuvant chemotherapy in triple-negative breast cancer.
- Author
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Meyer B., Clifton S., Locke W., Luu P.-L., Du Q., Lam D., Armstrong N.J., Kumar B., Deng N., Harvey K., Swarbrick A., Ganju V., Clark S.J., Pidsley R., Stirzaker C., Meyer B., Clifton S., Locke W., Luu P.-L., Du Q., Lam D., Armstrong N.J., Kumar B., Deng N., Harvey K., Swarbrick A., Ganju V., Clark S.J., Pidsley R., and Stirzaker C.
- Abstract
Neoadjuvant chemotherapy (NAC) is used to treat triple-negative breast cancer (TNBC) prior to resection. Biomarkers that accurately predict a patient's response to NAC are needed to individualise therapy and avoid chemotoxicity from unnecessary chemotherapy. We performed whole-genome DNA methylation profiling on diagnostic TNBC biopsy samples from the Sequential Evaluation of Tumours Undergoing Preoperative (SETUP) NAC study. We found 9 significantly differentially methylated regions (DMRs) at diagnosis which were associated with response to NAC. We show that 4 of these DMRs are associated with TNBC overall survival (P < 0.05). Our results highlight the potential of DNA methylation biomarkers for predicting NAC response in TNBC.Copyright © 2021, The Author(s).
- Published
- 2022
3. DNA methylation is required to maintain both DNA replication timing precision and 3D genome organization integrity
- Author
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Du, Q., Smith, G.C., Luu, P.L., Ferguson, J.M., Armstrong, N.J., Caldon, C.E., Campbell, E.M., Nair, S.S., Zotenko, E., Gould, C.M., Buckley, M., Chia, K-M, Portman, N., Lim, E., Kaczorowski, D., Chan, C-L, Barton, K., Deveson, I.W., Smith, M.A., Powell, J.E., Skvortsova, K., Stirzaker, C., Achinger-Kawecka, J., Clark, S.J., Du, Q., Smith, G.C., Luu, P.L., Ferguson, J.M., Armstrong, N.J., Caldon, C.E., Campbell, E.M., Nair, S.S., Zotenko, E., Gould, C.M., Buckley, M., Chia, K-M, Portman, N., Lim, E., Kaczorowski, D., Chan, C-L, Barton, K., Deveson, I.W., Smith, M.A., Powell, J.E., Skvortsova, K., Stirzaker, C., Achinger-Kawecka, J., and Clark, S.J.
- Abstract
DNA replication timing and three-dimensional (3D) genome organization are associated with distinct epigenome patterns across large domains. However, whether alterations in the epigenome, in particular cancer-related DNA hypomethylation, affects higher-order levels of genome architecture is still unclear. Here, using Repli-Seq, single-cell Repli-Seq, and Hi-C, we show that genome-wide methylation loss is associated with both concordant loss of replication timing precision and deregulation of 3D genome organization. Notably, we find distinct disruption in 3D genome compartmentalization, striking gains in cell-to-cell replication timing heterogeneity and loss of allelic replication timing in cancer hypomethylation models, potentially through the gene deregulation of DNA replication and genome organization pathways. Finally, we identify ectopic H3K4me3-H3K9me3 domains from across large hypomethylated domains, where late replication is maintained, which we purport serves to protect against catastrophic genome reorganization and aberrant gene transcription. Our results highlight a potential role for the methylome in the maintenance of 3D genome regulation.
- Published
- 2021
4. DNA methylation is required to maintain both DNA replication timing precision and 3D genome organization integrity
- Author
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Du, Q., Smith, G.C., Luu, P.L., Ferguson, J.M., Armstrong, N.J., Caldon, C.E., Campbell, E.M., Nair, S.S., Zotenko, E., Gould, C.M., Buckley, M., Chia, K-M, Portman, N., Lim, E., Kaczorowski, D., Chan, C-L, Barton, K., Deveson, I.W., Smith, M.A., Powell, J.E., Skvortsova, K., Stirzaker, C., Achinger-Kawecka, J., Clark, S.J., Du, Q., Smith, G.C., Luu, P.L., Ferguson, J.M., Armstrong, N.J., Caldon, C.E., Campbell, E.M., Nair, S.S., Zotenko, E., Gould, C.M., Buckley, M., Chia, K-M, Portman, N., Lim, E., Kaczorowski, D., Chan, C-L, Barton, K., Deveson, I.W., Smith, M.A., Powell, J.E., Skvortsova, K., Stirzaker, C., Achinger-Kawecka, J., and Clark, S.J.
- Abstract
DNA replication timing and three-dimensional (3D) genome organization are associated with distinct epigenome patterns across large domains. However, whether alterations in the epigenome, in particular cancer-related DNA hypomethylation, affects higher-order levels of genome architecture is still unclear. Here, using Repli-Seq, single-cell Repli-Seq, and Hi-C, we show that genome-wide methylation loss is associated with both concordant loss of replication timing precision and deregulation of 3D genome organization. Notably, we find distinct disruption in 3D genome compartmentalization, striking gains in cell-to-cell replication timing heterogeneity and loss of allelic replication timing in cancer hypomethylation models, potentially through the gene deregulation of DNA replication and genome organization pathways. Finally, we identify ectopic H3K4me3-H3K9me3 domains from across large hypomethylated domains, where late replication is maintained, which we purport serves to protect against catastrophic genome reorganization and aberrant gene transcription. Our results highlight a potential role for the methylome in the maintenance of 3D genome regulation.
- Published
- 2021
5. Epigenetic reprogramming at estrogen-receptor binding sites alters 3D chromatin landscape in endocrine-resistant breast cancer
- Author
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Achinger-Kawecka, J, Valdes-Mora, F, Luu, PL, Giles, KA, Caldon, CE, Qu, W, Nair, S, Soto, S, Locke, WJ, Yeo-Teh, NS, Gould, CM, Du, Q, Smith, GC, Ramos, IR, Fernandez, KF, Hoon, DS, Gee, JMW, Stirzaker, C, Clark, SJ, Achinger-Kawecka, J, Valdes-Mora, F, Luu, PL, Giles, KA, Caldon, CE, Qu, W, Nair, S, Soto, S, Locke, WJ, Yeo-Teh, NS, Gould, CM, Du, Q, Smith, GC, Ramos, IR, Fernandez, KF, Hoon, DS, Gee, JMW, Stirzaker, C, and Clark, SJ
- Abstract
Endocrine therapy resistance frequently develops in estrogen receptor positive (ER+) breast cancer, but the underlying molecular mechanisms are largely unknown. Here, we show that 3-dimensional (3D) chromatin interactions both within and between topologically associating domains (TADs) frequently change in ER+ endocrine-resistant breast cancer cells and that the differential interactions are enriched for resistance-associated genetic variants at CTCF-bound anchors. Ectopic chromatin interactions are preferentially enriched at active enhancers and promoters and ER binding sites, and are associated with altered expression of ER-regulated genes, consistent with dynamic remodelling of ER pathways accompanying the development of endocrine resistance. We observe that loss of 3D chromatin interactions often occurs coincidently with hypermethylation and loss of ER binding. Alterations in active A and inactive B chromosomal compartments are also associated with decreased ER binding and atypical interactions and gene expression. Together, our results suggest that 3D epigenome remodelling is a key mechanism underlying endocrine resistance in ER+ breast cancer.
- Published
- 2020
6. Comprehensive evaluation of targeted multiplex bisulphite PCR sequencing for validation of DNA methylation biomarker panels
- Author
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Lam, D, Luu, P-L, Song, JZ, Qu, W, Risbridger, GP, Lawrence, MG, Lu, J, Trau, M, Korbie, D, Clark, SJ, Pidsley, R, Stirzaker, C, Lam, D, Luu, P-L, Song, JZ, Qu, W, Risbridger, GP, Lawrence, MG, Lu, J, Trau, M, Korbie, D, Clark, SJ, Pidsley, R, and Stirzaker, C
- Abstract
BACKGROUND: DNA methylation is a well-studied epigenetic mark that is frequently altered in diseases such as cancer, where specific changes are known to reflect the type and severity of the disease. Therefore, there is a growing interest in assessing the clinical utility of DNA methylation as a biomarker for diagnosing disease and guiding treatment. The development of an accurate loci-specific methylation assay, suitable for use on low-input clinical material, is crucial for advancing DNA methylation biomarkers into a clinical setting. A targeted multiplex bisulphite PCR sequencing approach meets these needs by allowing multiple DNA methylated regions to be interrogated simultaneously in one experiment on limited clinical material. RESULTS: Here, we provide an updated protocol and recommendations for multiplex bisulphite PCR sequencing (MBPS) assays for target DNA methylation analysis. We describe additional steps to improve performance and reliability: (1) pre-sequencing PCR optimisation which includes assessing the optimal PCR cycling temperature and primer concentration and (2) post-sequencing PCR optimisation to achieve uniform coverage of each amplicon. We use a gradient of methylated controls to demonstrate how PCR bias can be assessed and corrected. Methylated controls also allow assessment of the sensitivity of methylation detection for each amplicon. Here, we show that the MBPS assay can amplify as little as 0.625 ng starting DNA and can detect methylation differences of 1% with a sequencing coverage of 1000 reads. Furthermore, the multiplex bisulphite PCR assay can comprehensively interrogate multiple regions on 1-5 ng of formalin-fixed paraffin-embedded DNA or circulating cell-free DNA. CONCLUSIONS: The MBPS assay is a valuable approach for assessing methylated DNA regions in clinical samples with limited material. The optimisation and additional quality control steps described here improve the performance and reliability of this method, advancing it towa
- Published
- 2020
7. Alterations in the methylome of the stromal tumour microenvironment signal the presence and severity of prostate cancer
- Author
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Lawrence, MG, Pidsley, R, Niranjan, B, Papargiris, M, Pereira, BA, Richards, M, Teng, L, Norden, S, Ryan, A, Frydenberg, M, Stirzaker, C, Taylor, RA, Risbridger, GP, Clark, SJ, Lawrence, MG, Pidsley, R, Niranjan, B, Papargiris, M, Pereira, BA, Richards, M, Teng, L, Norden, S, Ryan, A, Frydenberg, M, Stirzaker, C, Taylor, RA, Risbridger, GP, and Clark, SJ
- Abstract
BACKGROUND: Prostate cancer changes the phenotype of cells within the stromal microenvironment, including fibroblasts, which in turn promote tumour progression. Functional changes in prostate cancer-associated fibroblasts (CAFs) coincide with alterations in DNA methylation levels at loci-specific regulatory regions. Yet, it is not clear how these methylation changes compare across CAFs from different patients. Therefore, we examined the consistency and prognostic significance of genome-wide DNA methylation profiles between CAFs from patients with different grades of primary prostate cancer. RESULTS: We used Infinium MethylationEPIC BeadChips to evaluate genome-wide DNA methylation profiles from 18 matched CAFs and non-malignant prostate tissue fibroblasts (NPFs) from men with moderate to high grade prostate cancer, as well as five unmatched benign prostate tissue fibroblasts (BPFs) from men with benign prostatic hyperplasia. We identified two sets of differentially methylated regions (DMRs) in patient CAFs. One set of DMRs reproducibly differed between CAFs and fibroblasts from non-malignant tissue (NPFs and BPFs). Indeed, more than 1200 DMRs consistently changed in CAFs from every patient, regardless of tumour grade. The second set of DMRs varied between CAFs according to the severity of the tumour. Notably, hypomethylation of the EDARADD promoter occurred specifically in CAFs from high-grade tumours and correlated with increased transcript abundance and increased EDARADD staining in patient tissue. Across multiple cohorts, tumours with low EDARADD DNA methylation and high EDARADD mRNA expression were consistently associated with adverse clinical features and shorter recurrence free survival. CONCLUSIONS: We identified a large set of DMRs that are commonly shared across CAFs regardless of tumour grade and outcome, demonstrating highly consistent epigenome changes in the prostate tumour microenvironment. Additionally, we found that CAFs from aggressive prostate canc
- Published
- 2020
8. Ubiquitin chromatin remodelling after DNA damage is associated with the expression of key cancer genes and pathways.
- Author
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Cole AJ, Dickson K-A, Liddle C, Stirzaker C, Shah JS, Clifton-Bligh R, Marsh DJ, Cole AJ, Dickson K-A, Liddle C, Stirzaker C, Shah JS, Clifton-Bligh R, and Marsh DJ
- Abstract
Modification of the cancer-associated chromatin landscape in response to therapeutic DNA damage influences gene expression and contributes to cell fate. The central histone mark H2Bub1 results from addition of a single ubiquitin on lysine 120 of histone H2B and is an important regulator of gene expression. Following treatment with a platinum-based chemotherapeutic, there is a reduction in global levels of H2Bub1 accompanied by an increase in levels of the tumor suppressor p53. Although total H2Bub1 decreases following DNA damage, H2Bub1 is enriched downstream of transcription start sites of specific genes. Gene-specific H2Bub1 enrichment was observed at a defined group of genes that clustered into cancer-related pathways and correlated with increased gene expression. H2Bub1-enriched genes encompassed fifteen p53 target genes including PPM1D, BTG2, PLK2, MDM2, CDKN1A and BBC3, genes related to ERK/MAPK signalling, those participating in nucleotide excision repair including XPC, and genes involved in the immune response and platinum drug resistance including POLH. Enrichment of H2Bub1 at key cancer-related genes may function to regulate gene expression and influence the cellular response to therapeutic DNA damage.
- Published
- 2020
9. Ubiquitin chromatin remodelling after DNA damage is associated with the expression of key cancer genes and pathways.
- Author
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Cole AJ, Dickson K-A, Liddle C, Stirzaker C, Shah JS, Clifton-Bligh R, Marsh DJ, Cole AJ, Dickson K-A, Liddle C, Stirzaker C, Shah JS, Clifton-Bligh R, and Marsh DJ
- Abstract
Modification of the cancer-associated chromatin landscape in response to therapeutic DNA damage influences gene expression and contributes to cell fate. The central histone mark H2Bub1 results from addition of a single ubiquitin on lysine 120 of histone H2B and is an important regulator of gene expression. Following treatment with a platinum-based chemotherapeutic, there is a reduction in global levels of H2Bub1 accompanied by an increase in levels of the tumor suppressor p53. Although total H2Bub1 decreases following DNA damage, H2Bub1 is enriched downstream of transcription start sites of specific genes. Gene-specific H2Bub1 enrichment was observed at a defined group of genes that clustered into cancer-related pathways and correlated with increased gene expression. H2Bub1-enriched genes encompassed fifteen p53 target genes including PPM1D, BTG2, PLK2, MDM2, CDKN1A and BBC3, genes related to ERK/MAPK signalling, those participating in nucleotide excision repair including XPC, and genes involved in the immune response and platinum drug resistance including POLH. Enrichment of H2Bub1 at key cancer-related genes may function to regulate gene expression and influence the cellular response to therapeutic DNA damage.
- Published
- 2020
10. Methylome and transcriptome maps of human visceral and subcutaneous adipocytes reveal key epigenetic differences at developmental genes
- Author
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Bradford, ST, Nair, SS, Statham, AL, van Dijk, SJ, Peters, TJ, Anwar, F, French, HJ, von Martels, JZH, Sutcliffe, B, Maddugoda, MP, Peranec, M, Varinli, H, Arnoldy, R, Buckley, M, Ross, JP, Zotenko, E, Song, JZ, Stirzaker, C, Bauer, DC, Qu, W, Swarbrick, MM, Lutgers, HL, Lord, RV, Samaras, K, Molloy, PL, Clark, SJ, Bradford, ST, Nair, SS, Statham, AL, van Dijk, SJ, Peters, TJ, Anwar, F, French, HJ, von Martels, JZH, Sutcliffe, B, Maddugoda, MP, Peranec, M, Varinli, H, Arnoldy, R, Buckley, M, Ross, JP, Zotenko, E, Song, JZ, Stirzaker, C, Bauer, DC, Qu, W, Swarbrick, MM, Lutgers, HL, Lord, RV, Samaras, K, Molloy, PL, and Clark, SJ
- Abstract
Adipocytes support key metabolic and endocrine functions of adipose tissue. Lipid is stored in two major classes of depots, namely visceral adipose (VA) and subcutaneous adipose (SA) depots. Increased visceral adiposity is associated with adverse health outcomes, whereas the impact of SA tissue is relatively metabolically benign. The precise molecular features associated with the functional differences between the adipose depots are still not well understood. Here, we characterised transcriptomes and methylomes of isolated adipocytes from matched SA and VA tissues of individuals with normal BMI to identify epigenetic differences and their contribution to cell type and depot-specific function. We found that DNA methylomes were notably distinct between different adipocyte depots and were associated with differential gene expression within pathways fundamental to adipocyte function. Most striking differential methylation was found at transcription factor and developmental genes. Our findings highlight the importance of developmental origins in the function of different fat depots.
- Published
- 2019
11. Evaluation of cross-platform and interlaboratory concordance via consensus modelling of genomic measurements
- Author
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Peters, TJ, French, HJ, Bradford, ST, Pidsley, R, Stirzaker, C, Varinli, H, Nair, S, Qu, W, Song, J, Giles, KA, Statham, AL, Speirs, H, Speed, TP, Clark, SJ, Peters, TJ, French, HJ, Bradford, ST, Pidsley, R, Stirzaker, C, Varinli, H, Nair, S, Qu, W, Song, J, Giles, KA, Statham, AL, Speirs, H, Speed, TP, and Clark, SJ
- Abstract
A synoptic view of the human genome benefits chiefly from the application of nucleic acid sequencing and microarray technologies. These platforms allow interrogation of patterns such as gene expression and DNA methylation at the vast majority of canonical loci, allowing granular insights and opportunities for validation of original findings. However, problems arise when validating against a gold standard measurement, since this immediately biases all subsequent measurements towards that particular technology or protocol. Since all genomic measurements are estimates, in the absence of a gold standard we instead empirically assess the measurement precision and sensitivity of a large suite of genomic technologies via a consensus modelling method called the row-linear model. This method is an application of the American Society for Testing and Materials Standard E691 for assessing interlaboratory precision and sources of variability across multiple testing sites. Both cross-platform and cross-locus comparisons can be made across all common loci, allowing identification of technology- and locus-specific tendencies.
- Published
- 2019
12. Replication timing and epigenome remodelling are associated with the nature of chromosomal rearrangements in cancer
- Author
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Du, Q., Bert, S.A., Armstrong, N.J., Caldon, C.E., Song, J.Z., Nair, S.S., Gould, C.M., Luu, P-L, Peters, T., Khoury, A., Qu, W., Zotenko, E., Stirzaker, C., Clark, S.J., Du, Q., Bert, S.A., Armstrong, N.J., Caldon, C.E., Song, J.Z., Nair, S.S., Gould, C.M., Luu, P-L, Peters, T., Khoury, A., Qu, W., Zotenko, E., Stirzaker, C., and Clark, S.J.
- Abstract
DNA replication timing is known to facilitate the establishment of the epigenome, however, the intimate connection between replication timing and changes to the genome and epigenome in cancer remain largely uncharacterised. Here, we perform Repli-Seq and integrated epigenome analyses and demonstrate that genomic regions that undergo long-range epigenetic deregulation in prostate cancer also show concordant differences in replication timing. A subset of altered replication timing domains are conserved across cancers from different tissue origins. Notably, late-replicating regions in cancer cells display a loss of DNA methylation, and a switch in heterochromatin features from H3K9me3-marked constitutive to H3K27me3-marked facultative heterochromatin. Finally, analysis of 214 prostate and 35 breast cancer genomes reveal that late-replicating regions are prone to cis and early-replication to trans chromosomal rearrangements. Together, our data suggests that the nature of chromosomal rearrangement in cancer is related to the spatial and temporal positioning and altered epigenetic states of early-replicating compared to late-replicating loci.
- Published
- 2019
13. Evaluation of cross-platform and interlaboratory concordance via consensus modelling of genomic measurements
- Author
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Hancock, J, Peters, TJ, French, HJ, Bradford, ST, Pidsley, R, Stirzaker, C, Varinli, H, Nair, S, Qu, W, Song, J, Giles, KA, Statham, AL, Speirs, H, Speed, TP, Clark, SJ, Hancock, J, Peters, TJ, French, HJ, Bradford, ST, Pidsley, R, Stirzaker, C, Varinli, H, Nair, S, Qu, W, Song, J, Giles, KA, Statham, AL, Speirs, H, Speed, TP, and Clark, SJ
- Abstract
MOTIVATION: A synoptic view of the human genome benefits chiefly from the application of nucleic acid sequencing and microarray technologies. These platforms allow interrogation of patterns such as gene expression and DNA methylation at the vast majority of canonical loci, allowing granular insights and opportunities for validation of original findings. However, problems arise when validating against a "gold standard" measurement, since this immediately biases all subsequent measurements towards that particular technology or protocol. Since all genomic measurements are estimates, in the absence of a "gold standard" we instead empirically assess the measurement precision and sensitivity of a large suite of genomic technologies via a consensus modelling method called the row-linear model. This method is an application of the American Society for Testing and Materials Standard E691 for assessing interlaboratory precision and sources of variability across multiple testing sites. Both cross-platform and cross-locus comparisons can be made across all common loci, allowing identification of technology- and locus-specific tendencies. RESULTS: We assess technologies including the Infinium MethylationEPIC BeadChip, whole genome bisulfite sequencing (WGBS), two different RNA-Seq protocols (PolyA+ and Ribo-Zero) and five different gene expression array platforms. Each technology thus is characterised herein, relative to the consensus. We showcase a number of applications of the row-linear model, including correlation with known interfering traits. We demonstrate a clear effect of cross-hybridisation on the sensitivity of Infinium methylation arrays. Additionally, we perform a true interlaboratory test on a set of samples interrogated on the same platform across twenty-one separate testing laboratories. AVAILABILITY AND IMPLEMENTATION: A full implementation of the row-linear model, plus extra functions for visualisation, are found in the R package consensus at https://github.com
- Published
- 2019
14. Replication timing and epigenome remodelling are associated with the nature of chromosomal rearrangements in cancer
- Author
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Du, Q., Bert, S.A., Armstrong, N.J., Caldon, C.E., Song, J.Z., Nair, S.S., Gould, C.M., Luu, P-L, Peters, T., Khoury, A., Qu, W., Zotenko, E., Stirzaker, C., Clark, S.J., Du, Q., Bert, S.A., Armstrong, N.J., Caldon, C.E., Song, J.Z., Nair, S.S., Gould, C.M., Luu, P-L, Peters, T., Khoury, A., Qu, W., Zotenko, E., Stirzaker, C., and Clark, S.J.
- Abstract
DNA replication timing is known to facilitate the establishment of the epigenome, however, the intimate connection between replication timing and changes to the genome and epigenome in cancer remain largely uncharacterised. Here, we perform Repli-Seq and integrated epigenome analyses and demonstrate that genomic regions that undergo long-range epigenetic deregulation in prostate cancer also show concordant differences in replication timing. A subset of altered replication timing domains are conserved across cancers from different tissue origins. Notably, late-replicating regions in cancer cells display a loss of DNA methylation, and a switch in heterochromatin features from H3K9me3-marked constitutive to H3K27me3-marked facultative heterochromatin. Finally, analysis of 214 prostate and 35 breast cancer genomes reveal that late-replicating regions are prone to cis and early-replication to trans chromosomal rearrangements. Together, our data suggests that the nature of chromosomal rearrangement in cancer is related to the spatial and temporal positioning and altered epigenetic states of early-replicating compared to late-replicating loci.
- Published
- 2019
15. Enduring epigenetic landmarks define the cancer microenvironment
- Author
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Pidsley, R., Lawrence, M.G., Zotenko, E., Niranjan, B., Statham, A., Song, J., Chabanon, R.M., Qu, W., Wang, H., Richards, M., Nair, S.S., Armstrong, N.J., Nim, H.T., Papargiris, M., Balanathan, P., French, H., Petersen, T., Norden, S., Ryan, A., Pedersen, J., Kench, J., Daly, R.J., Horvath, L.G., Stricker, P., Frydenberg, M., Taylor, R.A., Stirzaker, C., Risbridger, G.P., Clark, S.J., Pidsley, R., Lawrence, M.G., Zotenko, E., Niranjan, B., Statham, A., Song, J., Chabanon, R.M., Qu, W., Wang, H., Richards, M., Nair, S.S., Armstrong, N.J., Nim, H.T., Papargiris, M., Balanathan, P., French, H., Petersen, T., Norden, S., Ryan, A., Pedersen, J., Kench, J., Daly, R.J., Horvath, L.G., Stricker, P., Frydenberg, M., Taylor, R.A., Stirzaker, C., Risbridger, G.P., and Clark, S.J.
- Abstract
The growth and progression of solid tumors involves dynamic cross-talk between cancer epithelium and the surrounding microenvironment. To date, molecular profiling has largely been restricted to the epithelial component of tumors; therefore, features underpinning the persistent protumorigenic phenotype of the tumor microenvironment are unknown. Using whole-genome bisulfite sequencing, we show for the first time that cancer-associated fibroblasts (CAFs) from localized prostate cancer display remarkably distinct and enduring genome-wide changes in DNA methylation, significantly at enhancers and promoters, compared to nonmalignant prostate fibroblasts (NPFs). Differentially methylated regions associated with changes in gene expression have cancer-related functions and accurately distinguish CAFs from NPFs. Remarkably, a subset of changes is shared with prostate cancer epithelial cells, revealing the new concept of tumor-specific epigenome modifications in the tumor and its microenvironment. The distinct methylome of CAFs provides a novel epigenetic hallmark of the cancer microenvironment and promises new biomarkers to improve interpretation of diagnostic samples.
- Published
- 2018
16. Enduring epigenetic landmarks define the cancer microenvironment
- Author
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Pidsley, R., Lawrence, M.G., Zotenko, E., Niranjan, B., Statham, A., Song, J., Chabanon, R.M., Qu, W., Wang, H., Richards, M., Nair, S.S., Armstrong, N.J., Nim, H.T., Papargiris, M., Balanathan, P., French, H., Petersen, T., Norden, S., Ryan, A., Pedersen, J., Kench, J., Daly, R.J., Horvath, L.G., Stricker, P., Frydenberg, M., Taylor, R.A., Stirzaker, C., Risbridger, G.P., Clark, S.J., Pidsley, R., Lawrence, M.G., Zotenko, E., Niranjan, B., Statham, A., Song, J., Chabanon, R.M., Qu, W., Wang, H., Richards, M., Nair, S.S., Armstrong, N.J., Nim, H.T., Papargiris, M., Balanathan, P., French, H., Petersen, T., Norden, S., Ryan, A., Pedersen, J., Kench, J., Daly, R.J., Horvath, L.G., Stricker, P., Frydenberg, M., Taylor, R.A., Stirzaker, C., Risbridger, G.P., and Clark, S.J.
- Abstract
The growth and progression of solid tumors involves dynamic cross-talk between cancer epithelium and the surrounding microenvironment. To date, molecular profiling has largely been restricted to the epithelial component of tumors; therefore, features underpinning the persistent protumorigenic phenotype of the tumor microenvironment are unknown. Using whole-genome bisulfite sequencing, we show for the first time that cancer-associated fibroblasts (CAFs) from localized prostate cancer display remarkably distinct and enduring genome-wide changes in DNA methylation, significantly at enhancers and promoters, compared to nonmalignant prostate fibroblasts (NPFs). Differentially methylated regions associated with changes in gene expression have cancer-related functions and accurately distinguish CAFs from NPFs. Remarkably, a subset of changes is shared with prostate cancer epithelial cells, revealing the new concept of tumor-specific epigenome modifications in the tumor and its microenvironment. The distinct methylome of CAFs provides a novel epigenetic hallmark of the cancer microenvironment and promises new biomarkers to improve interpretation of diagnostic samples.
- Published
- 2018
17. Comprehensive evaluation of genome-wide 5-hydroxymethylcytosine profiling approaches in human DNA
- Author
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Skvortsova, K, Zotenko, E, Luu, PL, Gould, CM, Nair, SS, Clark, SJ, Stirzaker, C, Skvortsova, K, Zotenko, E, Luu, PL, Gould, CM, Nair, SS, Clark, SJ, and Stirzaker, C
- Abstract
Background: The discovery that 5-methylcytosine (5mC) can be oxidized to 5-hydroxymethylcytosine (5hmC) by the ten-eleven translocation (TET) proteins has prompted wide interest in the potential role of 5hmC in reshaping the mammalian DNA methylation landscape. The gold-standard bisulphite conversion technologies to study DNA methylation do not distinguish between 5mC and 5hmC. However, new approaches to mapping 5hmC genome-wide have advanced rapidly, although it is unclear how the different methods compare in accurately calling 5hmC. In this study, we provide a comparative analysis on brain DNA using three 5hmC genome-wide approaches, namely whole-genome bisulphite/oxidative bisulphite sequencing (WG Bis/OxBis-seq), Infinium HumanMethylation450 BeadChip arrays coupled with oxidative bisulphite (HM450K Bis/OxBis) and antibody-based immunoprecipitation and sequencing of hydroxymethylated DNA (hMeDIP-seq). We also perform loci-specific TET-assisted bisulphite sequencing (TAB-seq) for validation of candidate regions. Results: We show that whole-genome single-base resolution approaches are advantaged in providing precise 5hmC values but require high sequencing depth to accurately measure 5hmC, as this modification is commonly in low abundance in mammalian cells. HM450K arrays coupled with oxidative bisulphite provide a cost-effective representation of 5hmC distribution, at CpG sites with 5hmC levels >~10%. However, 5hmC analysis is restricted to the genomic location of the probes, which is an important consideration as 5hmC modification is commonly enriched at enhancer elements. Finally, we show that the widely used hMeDIP-seq method provides an efficient genome-wide profile of 5hmC and shows high correlation with WG Bis/OxBis-seq 5hmC distribution in brain DNA. However, in cell line DNA with low levels of 5hmC, hMeDIP-seq-enriched regions are not detected by WG Bis/OxBis or HM450K, either suggesting misinterpretation of 5hmC calls by hMeDIP or lack of sensitivity of th
- Published
- 2017
18. Acetylated histone variant H2A.Z is involved in the activation of neo-enhancers in prostate cancer
- Author
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Valdés-Mora, F, Gould, CM, Colino-Sanguino, Y, Qu, W, Song, JZ, Taylor, KM, Buske, FA, Statham, AL, Nair, SS, Armstrong, NJ, Kench, JG, Lee, KML, Horvath, LG, Qiu, M, Ilinykh, A, Yeo-Teh, NS, Gallego-Ortega, D, Stirzaker, C, Clark, SJ, Valdés-Mora, F, Gould, CM, Colino-Sanguino, Y, Qu, W, Song, JZ, Taylor, KM, Buske, FA, Statham, AL, Nair, SS, Armstrong, NJ, Kench, JG, Lee, KML, Horvath, LG, Qiu, M, Ilinykh, A, Yeo-Teh, NS, Gallego-Ortega, D, Stirzaker, C, and Clark, SJ
- Abstract
Acetylation of the histone variant H2A.Z (H2A.Zac) occurs at active promoters and is associated with oncogene activation in prostate cancer, but its role in enhancer function is still poorly understood. Here we show that H2A.Zac containing nucleosomes are commonly redistributed to neo-enhancers in cancer resulting in a concomitant gain of chromatin accessibility and ectopic gene expression. Notably incorporation of acetylated H2A.Z nucleosomes is a pre-requisite for activation of Androgen receptor (AR) associated enhancers. H2A.Zac nucleosome occupancy is rapidly remodeled to flank the AR sites to initiate the formation of nucleosome-free regions and the production of AR-enhancer RNAs upon androgen treatment. Remarkably higher levels of global H2A.Zac correlate with poorer prognosis. Altogether these data demonstrate the novel contribution of H2A.Zac in activation of newly formed enhancers in prostate cancer.
- Published
- 2017
19. Acetylated histone variant H2A.Z is involved in the activation of neo-enhancers in prostate cancer
- Author
-
Valdés-Mora, F., Gould, C.M., Colino-Sanguino, Y., Qu, W., Song, J.Z., Taylor, K.M., Buske, F.A., Statham, A.L., Nair, S.S., Armstrong, N.J., Kench, J.G., Lee, K.M.L., Horvath, L.G., Qiu, M., Ilinykh, A., Yeo-Teh, N.S., Gallego-Ortega, D., Stirzaker, C., Clark, S.J., Valdés-Mora, F., Gould, C.M., Colino-Sanguino, Y., Qu, W., Song, J.Z., Taylor, K.M., Buske, F.A., Statham, A.L., Nair, S.S., Armstrong, N.J., Kench, J.G., Lee, K.M.L., Horvath, L.G., Qiu, M., Ilinykh, A., Yeo-Teh, N.S., Gallego-Ortega, D., Stirzaker, C., and Clark, S.J.
- Abstract
Acetylation of the histone variant H2A.Z (H2A.Zac) occurs at active promoters and is associated with oncogene activation in prostate cancer, but its role in enhancer function is still poorly understood. Here we show that H2A.Zac containing nucleosomes are commonly redistributed to neo-enhancers in cancer resulting in a concomitant gain of chromatin accessibility and ectopic gene expression. Notably incorporation of acetylated H2A.Z nucleosomes is a pre-requisite for activation of Androgen receptor (AR) associated enhancers. H2A.Zac nucleosome occupancy is rapidly remodeled to flank the AR sites to initiate the formation of nucleosome-free regions and the production of AR-enhancer RNAs upon androgen treatment. Remarkably higher levels of global H2A.Zac correlate with poorer prognosis. Altogether these data demonstrate the novel contribution of H2A.Zac in activation of newly formed enhancers in prostate cancer.
- Published
- 2017
20. Methyl-CpG-binding protein MBD2 plays a key role in maintenance and spread of DNA methylation at CpG islands and shores in cancer
- Author
-
Stirzaker, C., Song, J.Z., Ng, W., Du, Q., Armstrong, N.J., Locke, W.J., Statham, A.L., French, H., Pidsley, R., Valdes-Mora, F., Zotenko, E., Clark, S.J., Stirzaker, C., Song, J.Z., Ng, W., Du, Q., Armstrong, N.J., Locke, W.J., Statham, A.L., French, H., Pidsley, R., Valdes-Mora, F., Zotenko, E., and Clark, S.J.
- Abstract
Cancer is characterised by DNA hypermethylation and gene silencing of CpG island-associated promoters, including tumour-suppressor genes. The methyl-CpG-binding domain (MBD) family of proteins bind to methylated DNA and can aid in the mediation of gene silencing through interaction with histone deacetylases and histone methyltransferases. However, the mechanisms responsible for eliciting CpG island hypermethylation in cancer, and the potential role that MBD proteins play in modulation of the methylome remain unclear. Our previous work demonstrated that MBD2 preferentially binds to the hypermethylated GSTP1 promoter CpG island in prostate cancer cells. Here, we use functional genetic approaches to investigate if MBD2 plays an active role in reshaping the DNA methylation landscape at this locus and genome-wide. First, we show that loss of MBD2 results in inhibition of both maintenance and spread of de novo methylation of a transfected construct containing the GSTP1 promoter CpG island in prostate cancer cells and Mbd2−/− mouse fibroblasts. De novo methylation was rescued by transient expression of Mbd2 in Mbd2−/− cells. Second, we show that MBD2 depletion triggers significant hypomethylation genome-wide in prostate cancer cells with concomitant loss of MBD2 binding at promoter and enhancer regulatory regions. Finally, CpG islands and shores that become hypomethylated after MBD2 depletion in LNCaP cancer cells show significant hypermethylation in clinical prostate cancer samples, highlighting a potential active role of MBD2 in promoting cancer-specific hypermethylation. Importantly, co-immunoprecipiation of MBD2 shows that MBD2 associates with DNA methyltransferase enzymes 1 and 3A. Together our results demonstrate that MBD2 has a critical role in ‘rewriting’ the cancer methylome at specific regulatory regions.
- Published
- 2017
21. Acetylated histone variant H2A.Z is involved in the activation of neo-enhancers in prostate cancer
- Author
-
Valdés-Mora, F., Gould, C.M., Colino-Sanguino, Y., Qu, W., Song, J.Z., Taylor, K.M., Buske, F.A., Statham, A.L., Nair, S.S., Armstrong, N.J., Kench, J.G., Lee, K.M.L., Horvath, L.G., Qiu, M., Ilinykh, A., Yeo-Teh, N.S., Gallego-Ortega, D., Stirzaker, C., Clark, S.J., Valdés-Mora, F., Gould, C.M., Colino-Sanguino, Y., Qu, W., Song, J.Z., Taylor, K.M., Buske, F.A., Statham, A.L., Nair, S.S., Armstrong, N.J., Kench, J.G., Lee, K.M.L., Horvath, L.G., Qiu, M., Ilinykh, A., Yeo-Teh, N.S., Gallego-Ortega, D., Stirzaker, C., and Clark, S.J.
- Abstract
Acetylation of the histone variant H2A.Z (H2A.Zac) occurs at active promoters and is associated with oncogene activation in prostate cancer, but its role in enhancer function is still poorly understood. Here we show that H2A.Zac containing nucleosomes are commonly redistributed to neo-enhancers in cancer resulting in a concomitant gain of chromatin accessibility and ectopic gene expression. Notably incorporation of acetylated H2A.Z nucleosomes is a pre-requisite for activation of Androgen receptor (AR) associated enhancers. H2A.Zac nucleosome occupancy is rapidly remodeled to flank the AR sites to initiate the formation of nucleosome-free regions and the production of AR-enhancer RNAs upon androgen treatment. Remarkably higher levels of global H2A.Zac correlate with poorer prognosis. Altogether these data demonstrate the novel contribution of H2A.Zac in activation of newly formed enhancers in prostate cancer.
- Published
- 2017
22. Methyl-CpG-binding protein MBD2 plays a key role in maintenance and spread of DNA methylation at CpG islands and shores in cancer
- Author
-
Stirzaker, C., Song, J.Z., Ng, W., Du, Q., Armstrong, N.J., Locke, W.J., Statham, A.L., French, H., Pidsley, R., Valdes-Mora, F., Zotenko, E., Clark, S.J., Stirzaker, C., Song, J.Z., Ng, W., Du, Q., Armstrong, N.J., Locke, W.J., Statham, A.L., French, H., Pidsley, R., Valdes-Mora, F., Zotenko, E., and Clark, S.J.
- Abstract
Cancer is characterised by DNA hypermethylation and gene silencing of CpG island-associated promoters, including tumour-suppressor genes. The methyl-CpG-binding domain (MBD) family of proteins bind to methylated DNA and can aid in the mediation of gene silencing through interaction with histone deacetylases and histone methyltransferases. However, the mechanisms responsible for eliciting CpG island hypermethylation in cancer, and the potential role that MBD proteins play in modulation of the methylome remain unclear. Our previous work demonstrated that MBD2 preferentially binds to the hypermethylated GSTP1 promoter CpG island in prostate cancer cells. Here, we use functional genetic approaches to investigate if MBD2 plays an active role in reshaping the DNA methylation landscape at this locus and genome-wide. First, we show that loss of MBD2 results in inhibition of both maintenance and spread of de novo methylation of a transfected construct containing the GSTP1 promoter CpG island in prostate cancer cells and Mbd2−/− mouse fibroblasts. De novo methylation was rescued by transient expression of Mbd2 in Mbd2−/− cells. Second, we show that MBD2 depletion triggers significant hypomethylation genome-wide in prostate cancer cells with concomitant loss of MBD2 binding at promoter and enhancer regulatory regions. Finally, CpG islands and shores that become hypomethylated after MBD2 depletion in LNCaP cancer cells show significant hypermethylation in clinical prostate cancer samples, highlighting a potential active role of MBD2 in promoting cancer-specific hypermethylation. Importantly, co-immunoprecipiation of MBD2 shows that MBD2 associates with DNA methyltransferase enzymes 1 and 3A. Together our results demonstrate that MBD2 has a critical role in ‘rewriting’ the cancer methylome at specific regulatory regions.
- Published
- 2017
23. Acetylated histone variant H2A.Z is involved in the activation of neo-enhancers in prostate cancer.
- Author
-
Valdés-Mora, F, Gould, CM, Colino-Sanguino, Y, Qu, W, Song, JZ, Taylor, KM, Buske, FA, Statham, AL, Nair, SS, Armstrong, NJ, Kench, JG, Lee, KML, Horvath, LG, Qiu, M, Ilinykh, A, Yeo-Teh, NS, Gallego-Ortega, D, Stirzaker, C, Clark, SJ, Valdés-Mora, F, Gould, CM, Colino-Sanguino, Y, Qu, W, Song, JZ, Taylor, KM, Buske, FA, Statham, AL, Nair, SS, Armstrong, NJ, Kench, JG, Lee, KML, Horvath, LG, Qiu, M, Ilinykh, A, Yeo-Teh, NS, Gallego-Ortega, D, Stirzaker, C, and Clark, SJ
- Abstract
Acetylation of the histone variant H2A.Z (H2A.Zac) occurs at active promoters and is associated with oncogene activation in prostate cancer, but its role in enhancer function is still poorly understood. Here we show that H2A.Zac containing nucleosomes are commonly redistributed to neo-enhancers in cancer resulting in a concomitant gain of chromatin accessibility and ectopic gene expression. Notably incorporation of acetylated H2A.Z nucleosomes is a pre-requisite for activation of Androgen receptor (AR) associated enhancers. H2A.Zac nucleosome occupancy is rapidly remodeled to flank the AR sites to initiate the formation of nucleosome-free regions and the production of AR-enhancer RNAs upon androgen treatment. Remarkably higher levels of global H2A.Zac correlate with poorer prognosis. Altogether these data demonstrate the novel contribution of H2A.Zac in activation of newly formed enhancers in prostate cancer.
- Published
- 2017
24. DNA methylation profile of triple negative breast cancer-specific genes comparing lymph node positive patients to lymph node negative patients
- Author
-
Mathe, A, Wong-Brown, M, Locke, WJ, Stirzaker, C, Braye, SG, Forbes, JF, Clark, SJ, Avery-Kiejda, KA, Scott, RJ, Mathe, A, Wong-Brown, M, Locke, WJ, Stirzaker, C, Braye, SG, Forbes, JF, Clark, SJ, Avery-Kiejda, KA, and Scott, RJ
- Abstract
Triple negative breast cancer (TNBC) is the most aggressive breast cancer subtype with no targeted treatment available. Our previous study identified 38 TNBC-specific genes with altered expression comparing tumour to normal samples. This study aimed to establish whether DNA methylation contributed to these expression changes in the same cohort as well as disease progression from primary breast tumour to lymph node metastasis associated with changes in the epigenome. We obtained DNA from 23 primary TNBC samples, 12 matched lymph node metastases, and 11 matched normal adjacent tissues and assayed for differential methylation profiles using Illumina HumanMethylation450 BeadChips. The results were validated in an independent cohort of 70 primary TNBC samples. The expression of 16/38 TNBC-specific genes was associated with alteration in DNA methylation. Novel methylation changes between primary tumours and lymph node metastases, as well as those associated with survival were identified. Altered methylation of 18 genes associated with lymph node metastasis were identified and validated. This study reveals the important role DNA methylation plays in altered gene expression of TNBC-specific genes and lymph node metastases. The novel insights into progression of TNBC to secondary disease may provide potential prognostic indicators for this hard-to-treat breast cancer subtype.
- Published
- 2016
25. Critical evaluation of the Illumina MethylationEPIC BeadChip microarray for whole-genome DNA methylation profiling
- Author
-
Pidsley, R, Zotenko, E, Peters, TJ, Lawrence, MG, Risbridger, GP, Molloy, P, Van Djik, S, Muhlhausler, B, Stirzaker, C, Clark, SJ, Pidsley, R, Zotenko, E, Peters, TJ, Lawrence, MG, Risbridger, GP, Molloy, P, Van Djik, S, Muhlhausler, B, Stirzaker, C, and Clark, SJ
- Abstract
Background: In recent years the Illumina HumanMethylation450 (HM450) BeadChip has provided a user-friendly platform to profile DNA methylation in human samples. However, HM450 lacked coverage of distal regulatory elements. Illumina have now released the MethylationEPIC (EPIC) BeadChip, with new content specifically designed to target these regions. We have used HM450 and whole-genome bisulphite sequencing (WGBS) to perform a critical evaluation of the new EPIC array platform. Results: EPIC covers over 850,000 CpG sites, including >90 % of the CpGs from the HM450 and an additional 413,743 CpGs. Even though the additional probes improve the coverage of regulatory elements, including 58 % of FANTOM5 enhancers, only 7 % distal and 27 % proximal ENCODE regulatory elements are represented. Detailed comparisons of regulatory elements from EPIC and WGBS show that a single EPIC probe is not always informative for those distal regulatory elements showing variable methylation across the region. However, overall data from the EPIC array at single loci are highly reproducible across technical and biological replicates and demonstrate high correlation with HM450 and WGBS data. We show that the HM450 and EPIC arrays distinguish differentially methylated probes, but the absolute agreement depends on the threshold set for each platform. Finally, we provide an annotated list of probes whose signal could be affected by cross-hybridisation or underlying genetic variation. Conclusion: The EPIC array is a significant improvement over the HM450 array, with increased genome coverage of regulatory regions and high reproducibility and reliability, providing a valuable tool for high-throughput human methylome analyses from diverse clinical samples.
- Published
- 2016
26. Multiplex bisulfite PCR resequencing of clinical FFPE DNA
- Author
-
Korbie, D, Lin, E, Wall, D, Nair, SS, Stirzaker, C, Clark, SJ, Trau, M, Korbie, D, Lin, E, Wall, D, Nair, SS, Stirzaker, C, Clark, SJ, and Trau, M
- Abstract
Background: The clinical utility of DNA methylation as a predictive or prognostic biomarker requires scalable resequencing protocols for bisulfite-converted DNA. Key features of any validation method should be adaptability for low-or high-throughput needs and high reproducibility, and should only require minimal amounts of precious clinical sample as input material. Critically, this method should also deliver robust results when working with bisulfite-converted DNA extracted from formalin-fixed, paraffin-embedded (FFPE) blocks. Results: We report here for the first time on comparison studies between the Fluidigm Access Array system and multiplex assays for multiplex bisulfite PCR resequencing. The requirement of the Fluidigm Access Array system for high template amounts and its sensitivity to variations in template quality rendered it unsuitable for bisulfite PCR applications utilizing FFPE DNA. In response to this limitation, we established a multiplex bisulfite PCR assay capable of delivering robust methylation data using minimal amounts of FFPE clinical DNA. To evaluate the parameters and reproducibility of this assay, 57 amplicons were used to prepare sequencing libraries in triplicate for 13 FFPE tumour samples, as well as a series of 5 methylated controls (0%, 25%, 50%, 75%, and 100%). Analysis of this data demonstrated that this multiplex assay had high reproducibility (mean standard deviation of 1.4% for methylation values), was low cost, required low sample input (50 ng of DNA or less), and could be scaled for both low-and high-throughput needs. Notably, ExoSAP-IT (exonuclease I) treatment to remove residual primers in bisulfite resequencing libraries appeared to degrade the library and generate a high-molecular weight smear which may impact on the degree of methylation assessed. Conclusions: Multiplex bisulfite PCR assays represent a convenient and scalable method for validation and screening of methylated DNA regions from archival FFPE DNA. Moreover, the
- Published
- 2015
27. Methylome sequencing in triple-negative breast cancer reveals distinct methylation clusters with prognostic value
- Author
-
Stirzaker, C., Zotenko, E., Song, J.Z., Qu, W., Nair, S.S., Locke, W.J., Stone, A., Armstong, N.J., Robinson, M.D., Dobrovic, A., Avery-Kiejda, K.A., Peters, K.M., French, J.D., Stein, S., Korbie, D.J., Trau, M., Forbes, J.F., Scott, R.J., Brown, M.A., Francis, G.D., Clark, S.J., Stirzaker, C., Zotenko, E., Song, J.Z., Qu, W., Nair, S.S., Locke, W.J., Stone, A., Armstong, N.J., Robinson, M.D., Dobrovic, A., Avery-Kiejda, K.A., Peters, K.M., French, J.D., Stein, S., Korbie, D.J., Trau, M., Forbes, J.F., Scott, R.J., Brown, M.A., Francis, G.D., and Clark, S.J.
- Abstract
Epigenetic alterations in the cancer methylome are common in breast cancer and provide novel options for tumour stratification. Here, we perform whole-genome methylation capture sequencing on small amounts of DNA isolated from formalin-fixed, paraffin-embedded tissue from triple-negative breast cancer (TNBC) and matched normal samples. We identify differentially methylated regions (DMRs) enriched with promoters associated with transcription factor binding sites and DNA hypersensitive sites. Importantly, we stratify TNBCs into three distinct methylation clusters associated with better or worse prognosis and identify 17 DMRs that show a strong association with overall survival, including DMRs located in the Wilms tumour 1 (WT1) gene, bi-directional-promoter and antisense WT1-AS. Our data reveal that coordinated hypermethylation can occur in oestrogen receptor-negative disease, and that characterizing the epigenetic framework provides a potential signature to stratify TNBCs. Together, our findings demonstrate the feasibility of profiling the cancer methylome with limited archival tissue to identify regulatory regions associated with cancer.
- Published
- 2015
28. Methylome sequencing in triple-negative breast cancer reveals distinct methylation clusters with prognostic value
- Author
-
Stirzaker, C., Zotenko, E., Song, J.Z., Qu, W., Nair, S.S., Locke, W.J., Stone, A., Armstong, N.J., Robinson, M.D., Dobrovic, A., Avery-Kiejda, K.A., Peters, K.M., French, J.D., Stein, S., Korbie, D.J., Trau, M., Forbes, J.F., Scott, R.J., Brown, M.A., Francis, G.D., Clark, S.J., Stirzaker, C., Zotenko, E., Song, J.Z., Qu, W., Nair, S.S., Locke, W.J., Stone, A., Armstong, N.J., Robinson, M.D., Dobrovic, A., Avery-Kiejda, K.A., Peters, K.M., French, J.D., Stein, S., Korbie, D.J., Trau, M., Forbes, J.F., Scott, R.J., Brown, M.A., Francis, G.D., and Clark, S.J.
- Abstract
Epigenetic alterations in the cancer methylome are common in breast cancer and provide novel options for tumour stratification. Here, we perform whole-genome methylation capture sequencing on small amounts of DNA isolated from formalin-fixed, paraffin-embedded tissue from triple-negative breast cancer (TNBC) and matched normal samples. We identify differentially methylated regions (DMRs) enriched with promoters associated with transcription factor binding sites and DNA hypersensitive sites. Importantly, we stratify TNBCs into three distinct methylation clusters associated with better or worse prognosis and identify 17 DMRs that show a strong association with overall survival, including DMRs located in the Wilms tumour 1 (WT1) gene, bi-directional-promoter and antisense WT1-AS. Our data reveal that coordinated hypermethylation can occur in oestrogen receptor-negative disease, and that characterizing the epigenetic framework provides a potential signature to stratify TNBCs. Together, our findings demonstrate the feasibility of profiling the cancer methylome with limited archival tissue to identify regulatory regions associated with cancer.
- Published
- 2015
29. BayMeth:Improved DNA methylation quantification for affinity capture sequencing data using a flexible Bayesian approach
- Author
-
Riebler, A, Menigatti, M, Song, JZ, Statham, AL, Stirzaker, C, Mahmud, N, Mein, CA, Clark, SJ, Robinson, MD, Riebler, A, Menigatti, M, Song, JZ, Statham, AL, Stirzaker, C, Mahmud, N, Mein, CA, Clark, SJ, and Robinson, MD
- Abstract
Affinity capture of DNA methylation combined with high-throughput sequencing strikes a good balance between the high cost of whole genome bisulfite sequencing and the low coverage of methylation arrays. We present BayMeth, an empirical Bayes approach that uses a fully methylated control sample to transform observed read counts into regional methylation levels. In our model, inefficient capture can readily be distinguished from low methylation levels. BayMeth improves on existing methods, allows explicit modeling of copy number variation, and offers computationally efficient analytical mean and variance estimators. BayMeth is available in the Repitools Bioconductor package. © 2014 Riebler et al.; licensee BioMed Central Ltd.
- Published
- 2014
30. Regional activation of the cancer genome by long-range epigenetic remodeling
- Author
-
Bert, S.A., Robinson, M.D., Strbenac, D., Statham, A.L., Song, J.Z., Hulf, T., Sutherland, R.L., Coolen, M.W., Stirzaker, C., Clark, S. J., Bert, S.A., Robinson, M.D., Strbenac, D., Statham, A.L., Song, J.Z., Hulf, T., Sutherland, R.L., Coolen, M.W., Stirzaker, C., and Clark, S. J.
- Abstract
Item does not contain fulltext, Epigenetic gene deregulation in cancer commonly occurs through chromatin repression and promoter hypermethylation of tumor-associated genes. However, the mechanism underpinning epigenetic-based gene activation in carcinogenesis is still poorly understood. Here, we identify a mechanism of domain gene deregulation through coordinated long-range epigenetic activation (LREA) of regions that typically span 1 Mb and harbor key oncogenes, microRNAs, and cancer biomarker genes. Gene promoters within LREA domains are characterized by a gain of active chromatin marks and a loss of repressive marks. Notably, although promoter hypomethylation is uncommon, we show that extensive DNA hypermethylation of CpG islands or "CpG-island borders" is strongly related to cancer-specific gene activation or differential promoter usage. These findings have wide ramifications for cancer diagnosis, progression, and epigenetic-based gene therapies.
- Published
- 2013
31. Regional activation of the cancer genome by long-range epigenetic remodeling
- Author
-
Bert, S.A., Robinson, M.D., Strbenac, D., Statham, A.L., Song, J.Z., Hulf, T., Sutherland, R.L., Coolen, M.W., Stirzaker, C., Clark, S. J., Bert, S.A., Robinson, M.D., Strbenac, D., Statham, A.L., Song, J.Z., Hulf, T., Sutherland, R.L., Coolen, M.W., Stirzaker, C., and Clark, S. J.
- Abstract
Item does not contain fulltext, Epigenetic gene deregulation in cancer commonly occurs through chromatin repression and promoter hypermethylation of tumor-associated genes. However, the mechanism underpinning epigenetic-based gene activation in carcinogenesis is still poorly understood. Here, we identify a mechanism of domain gene deregulation through coordinated long-range epigenetic activation (LREA) of regions that typically span 1 Mb and harbor key oncogenes, microRNAs, and cancer biomarker genes. Gene promoters within LREA domains are characterized by a gain of active chromatin marks and a loss of repressive marks. Notably, although promoter hypomethylation is uncommon, we show that extensive DNA hypermethylation of CpG islands or "CpG-island borders" is strongly related to cancer-specific gene activation or differential promoter usage. These findings have wide ramifications for cancer diagnosis, progression, and epigenetic-based gene therapies.
- Published
- 2013
32. Epigenetic-induced repression of microRNA-205 is associated with MED1 activation and a poorer prognosis in localized prostate cancer
- Author
-
Hulf, T., Sibbritt, T., Wiklund, E.D., Patterson, K., Song, J.Z., Stirzaker, C., Qu, W., Nair, S., Horvath, L.G., Armstrong, N.J., Kench, J.G., Sutherland, R.L., Clark, S.J., Hulf, T., Sibbritt, T., Wiklund, E.D., Patterson, K., Song, J.Z., Stirzaker, C., Qu, W., Nair, S., Horvath, L.G., Armstrong, N.J., Kench, J.G., Sutherland, R.L., and Clark, S.J.
- Abstract
Deregulation of microRNA (miRNA) expression can have a critical role in carcinogenesis. Here we show in prostate cancer that miRNA-205 (miR-205) transcription is commonly repressed and the MIR-205 locus is hypermethylated. LOC642587, the MIR-205 host gene of unknown function, is also concordantly inactivated. We show that miR-205 targets mediator 1 (MED1, also called TRAP220 and PPARBP) for transcriptional silencing in normal prostate cells, leading to reduction in MED1 mRNA levels, and in total and active phospho-MED1 protein. Overexpression of miR-205 in prostate cancer cells negatively affects cell viability, consistent with a tumor suppressor function. We found that hypermethylation of the MIR-205 locus was strongly related with a decrease in miR-205 expression and an increase in MED1 expression in primary tumor samples (n=14), when compared with matched normal prostate (n=7). An expanded patient cohort (tumor n=149, matched normal n=30) also showed significant MIR-205 DNA methylation in tumors compared with normal, and MIR-205 hypermethylation is significantly associated with biochemical recurrence (hazard ratio=2.005, 95% confidence interval (1.109, 3.625), P=0.02), in patients with low preoperative prostate specific antigen. In summary, these results suggest that miR-205 is an epigenetically regulated tumor suppressor that targets MED1 and may provide a potential biomarker in prostate cancer management.
- Published
- 2013
33. Regional activation of the cancer genome by long-range epigenetic remodeling
- Author
-
Bert, S.A., Robinson, M.D., Strbenac, D., Statham, A.L., Song, J.Z., Hulf, T., Sutherland, R.L., Coolen, M.W., Stirzaker, C., Clark, S. J., Bert, S.A., Robinson, M.D., Strbenac, D., Statham, A.L., Song, J.Z., Hulf, T., Sutherland, R.L., Coolen, M.W., Stirzaker, C., and Clark, S. J.
- Abstract
Item does not contain fulltext, Epigenetic gene deregulation in cancer commonly occurs through chromatin repression and promoter hypermethylation of tumor-associated genes. However, the mechanism underpinning epigenetic-based gene activation in carcinogenesis is still poorly understood. Here, we identify a mechanism of domain gene deregulation through coordinated long-range epigenetic activation (LREA) of regions that typically span 1 Mb and harbor key oncogenes, microRNAs, and cancer biomarker genes. Gene promoters within LREA domains are characterized by a gain of active chromatin marks and a loss of repressive marks. Notably, although promoter hypomethylation is uncommon, we show that extensive DNA hypermethylation of CpG islands or "CpG-island borders" is strongly related to cancer-specific gene activation or differential promoter usage. These findings have wide ramifications for cancer diagnosis, progression, and epigenetic-based gene therapies.
- Published
- 2013
34. Bisulfite sequencing of chromatin immunoprecipitated DNA (BisChIP-seq) directly informs methylation status of histone-modified DNA
- Author
-
Statham, A.L., Robinson, M.D., Song, J.Z., Coolen, M.W., Stirzaker, C., Clark, S. J., Statham, A.L., Robinson, M.D., Song, J.Z., Coolen, M.W., Stirzaker, C., and Clark, S. J.
- Abstract
Contains fulltext : 103910.pdf (publisher's version ) (Open Access), The complex relationship between DNA methylation, chromatin modification, and underlying DNA sequence is often difficult to unravel with existing technologies. Here, we describe a novel technique based on high-throughput sequencing of bisulfite-treated chromatin immunoprecipitated DNA (BisChIP-seq), which can directly interrogate genetic and epigenetic processes that occur in normal and diseased cells. Unlike most previous reports based on correlative techniques, we found using direct bisulfite sequencing of Polycomb H3K27me3-enriched DNA from normal and prostate cancer cells that DNA methylation and H3K27me3-marked histones are not always mutually exclusive, but can co-occur in a genomic region-dependent manner. Notably, in cancer, the co-dependency of marks is largely redistributed with an increase of the dual repressive marks at CpG islands and transcription start sites of silent genes. In contrast, there is a loss of DNA methylation in intergenic H3K27me3-marked regions. Allele-specific methylation status derived from the BisChIP-seq data clearly showed that both methylated and unmethylated alleles can simultaneously be associated with H3K27me3 histones, highlighting that DNA methylation status in these regions is not dependent on Polycomb chromatin status. BisChIP-seq is a novel approach that can be widely applied to directly interrogate the genomic relationship between allele-specific DNA methylation, histone modification, or other important epigenetic regulators.
- Published
- 2012
35. Bisulfite sequencing of chromatin immunoprecipitated DNA (BisChIP-seq) directly informs methylation status of histone-modified DNA
- Author
-
Statham, AL, Robinson, MD, Song, JZ, Coolen, MW, Stirzaker, C, Clark, SJ, Statham, AL, Robinson, MD, Song, JZ, Coolen, MW, Stirzaker, C, and Clark, SJ
- Abstract
The complex relationship between DNA methylation, chromatin modification, and underlying DNA sequence is often difficult to unravel with existing technologies. Here, we describe a novel technique based on high-throughput sequencing of bisulfite-treated chromatin immunoprecipitated DNA (BisChIP-seq), which can directly interrogate genetic and epigenetic processes that occur in normal and diseased cells. Unlike most previous reports based on correlative techniques, we found using direct bisulfite sequencing of Polycomb H3K27me3-enriched DNA from normal and prostate cancer cells that DNA methylation and H3K27me3-marked histones are not always mutually exclusive, but can co-occur in a genomic region-dependent manner. Notably, in cancer, the co-dependency of marks is largely redistributed with an increase of the dual repressive marks at CpG islands and transcription start sites of silent genes. In contrast, there is a loss of DNA methylation in intergenic H3K27me3-marked regions. Allele-specific methylation status derived from the BisChIP-seq data clearly showed that both methylated and unmethylated alleles can simultaneously be associated with H3K27me3 histones, highlighting that DNA methylation status in these regions is not dependent on Polycomb chromatin status. BisChIP-seq is a novel approach that can be widely applied to directly interrogate the genomic relationship between allele-specific DNA methylation, histone modification, or other important epigenetic regulators.
- Published
- 2012
36. Bisulfite sequencing of chromatin immunoprecipitated DNA (BisChIP-seq) directly informs methylation status of histone-modified DNA
- Author
-
Statham, A.L., Robinson, M.D., Song, J.Z., Coolen, M.W., Stirzaker, C., Clark, S. J., Statham, A.L., Robinson, M.D., Song, J.Z., Coolen, M.W., Stirzaker, C., and Clark, S. J.
- Abstract
Contains fulltext : 103910.pdf (publisher's version ) (Open Access), The complex relationship between DNA methylation, chromatin modification, and underlying DNA sequence is often difficult to unravel with existing technologies. Here, we describe a novel technique based on high-throughput sequencing of bisulfite-treated chromatin immunoprecipitated DNA (BisChIP-seq), which can directly interrogate genetic and epigenetic processes that occur in normal and diseased cells. Unlike most previous reports based on correlative techniques, we found using direct bisulfite sequencing of Polycomb H3K27me3-enriched DNA from normal and prostate cancer cells that DNA methylation and H3K27me3-marked histones are not always mutually exclusive, but can co-occur in a genomic region-dependent manner. Notably, in cancer, the co-dependency of marks is largely redistributed with an increase of the dual repressive marks at CpG islands and transcription start sites of silent genes. In contrast, there is a loss of DNA methylation in intergenic H3K27me3-marked regions. Allele-specific methylation status derived from the BisChIP-seq data clearly showed that both methylated and unmethylated alleles can simultaneously be associated with H3K27me3 histones, highlighting that DNA methylation status in these regions is not dependent on Polycomb chromatin status. BisChIP-seq is a novel approach that can be widely applied to directly interrogate the genomic relationship between allele-specific DNA methylation, histone modification, or other important epigenetic regulators.
- Published
- 2012
37. Bisulfite sequencing of chromatin immunoprecipitated DNA (BisChIP-seq) directly informs methylation status of histone-modified DNA
- Author
-
Statham, A.L., Robinson, M.D., Song, J.Z., Coolen, M.W., Stirzaker, C., Clark, S. J., Statham, A.L., Robinson, M.D., Song, J.Z., Coolen, M.W., Stirzaker, C., and Clark, S. J.
- Abstract
Contains fulltext : 103910.pdf (publisher's version ) (Open Access), The complex relationship between DNA methylation, chromatin modification, and underlying DNA sequence is often difficult to unravel with existing technologies. Here, we describe a novel technique based on high-throughput sequencing of bisulfite-treated chromatin immunoprecipitated DNA (BisChIP-seq), which can directly interrogate genetic and epigenetic processes that occur in normal and diseased cells. Unlike most previous reports based on correlative techniques, we found using direct bisulfite sequencing of Polycomb H3K27me3-enriched DNA from normal and prostate cancer cells that DNA methylation and H3K27me3-marked histones are not always mutually exclusive, but can co-occur in a genomic region-dependent manner. Notably, in cancer, the co-dependency of marks is largely redistributed with an increase of the dual repressive marks at CpG islands and transcription start sites of silent genes. In contrast, there is a loss of DNA methylation in intergenic H3K27me3-marked regions. Allele-specific methylation status derived from the BisChIP-seq data clearly showed that both methylated and unmethylated alleles can simultaneously be associated with H3K27me3 histones, highlighting that DNA methylation status in these regions is not dependent on Polycomb chromatin status. BisChIP-seq is a novel approach that can be widely applied to directly interrogate the genomic relationship between allele-specific DNA methylation, histone modification, or other important epigenetic regulators.
- Published
- 2012
38. Epigenetic deregulation across chromosome 2q14.2 differentiates normal from prostate cancer and provides a regional panel of novel DNA methylation cancer biomarkers
- Author
-
Devaney, J., Stirzaker, C., Qu, W., Song, J.Z., Statham, A.L., Patterson, K.I., Horvath, L.G., Tabor, B., Coolen, M.W., Hulf, T., Kench, J.G., Henshall, S.M., Pe Benito, R., Haynes, A.M., Mayor, R., Peinado, M.A., Sutherland, R.L., Clark, S. J., Devaney, J., Stirzaker, C., Qu, W., Song, J.Z., Statham, A.L., Patterson, K.I., Horvath, L.G., Tabor, B., Coolen, M.W., Hulf, T., Kench, J.G., Henshall, S.M., Pe Benito, R., Haynes, A.M., Mayor, R., Peinado, M.A., Sutherland, R.L., and Clark, S. J.
- Abstract
Contains fulltext : 91776.pdf (publisher's version ) (Closed access)
- Published
- 2011
39. Comparison of methyl-DNA immunoprecipitation (MeDIP) and methyl-CpG binding domain (MBD) protein capture for genome-wide DNA methylation analysis reveal CpG sequence coverage bias
- Author
-
Nair, S.S., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Strbenac, D., Robinson, M.W., Clark, S. J., Nair, S.S., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Strbenac, D., Robinson, M.W., and Clark, S. J.
- Abstract
Item does not contain fulltext
- Published
- 2011
40. Epigenetic deregulation across chromosome 2q14.2 differentiates normal from prostate cancer and provides a regional panel of novel DNA methylation cancer biomarkers
- Author
-
Devaney, J., Stirzaker, C., Qu, W., Song, J.Z., Statham, A.L., Patterson, K.I., Horvath, L.G., Tabor, B., Coolen, M.W., Hulf, T., Kench, J.G., Henshall, S.M., Pe Benito, R., Haynes, A.M., Mayor, R., Peinado, M.A., Sutherland, R.L., Clark, S. J., Devaney, J., Stirzaker, C., Qu, W., Song, J.Z., Statham, A.L., Patterson, K.I., Horvath, L.G., Tabor, B., Coolen, M.W., Hulf, T., Kench, J.G., Henshall, S.M., Pe Benito, R., Haynes, A.M., Mayor, R., Peinado, M.A., Sutherland, R.L., and Clark, S. J.
- Abstract
Contains fulltext : 91776.pdf (publisher's version ) (Closed access)
- Published
- 2011
41. Comparison of methyl-DNA immunoprecipitation (MeDIP) and methyl-CpG binding domain (MBD) protein capture for genome-wide DNA methylation analysis reveal CpG sequence coverage bias
- Author
-
Nair, S.S., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Strbenac, D., Robinson, M.W., Clark, S. J., Nair, S.S., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Strbenac, D., Robinson, M.W., and Clark, S. J.
- Abstract
Item does not contain fulltext
- Published
- 2011
42. Comparison of methyl-DNA immunoprecipitation (MeDIP) and methyl-CpG binding domain (MBD) protein capture for genome-wide DNA methylation analysis reveal CpG sequence coverage bias
- Author
-
Nair, S.S., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Strbenac, D., Robinson, M.W., Clark, S. J., Nair, S.S., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Strbenac, D., Robinson, M.W., and Clark, S. J.
- Abstract
Item does not contain fulltext
- Published
- 2011
43. Epigenetic deregulation across chromosome 2q14.2 differentiates normal from prostate cancer and provides a regional panel of novel DNA methylation cancer biomarkers
- Author
-
Devaney, J., Stirzaker, C., Qu, W., Song, J.Z., Statham, A.L., Patterson, K.I., Horvath, L.G., Tabor, B., Coolen, M.W., Hulf, T., Kench, J.G., Henshall, S.M., Pe Benito, R., Haynes, A.M., Mayor, R., Peinado, M.A., Sutherland, R.L., Clark, S. J., Devaney, J., Stirzaker, C., Qu, W., Song, J.Z., Statham, A.L., Patterson, K.I., Horvath, L.G., Tabor, B., Coolen, M.W., Hulf, T., Kench, J.G., Henshall, S.M., Pe Benito, R., Haynes, A.M., Mayor, R., Peinado, M.A., Sutherland, R.L., and Clark, S. J.
- Abstract
Contains fulltext : 91776.pdf (publisher's version ) (Closed access)
- Published
- 2011
44. Evaluation of affinity-based genome-wide DNA methylation data: effects of CpG density, amplification bias, and copy number variation.
- Author
-
Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., Clark, S. J., Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., and Clark, S. J.
- Abstract
01 december 2010, Item does not contain fulltext, DNA methylation is an essential epigenetic modification that plays a key role associated with the regulation of gene expression during differentiation, but in disease states such as cancer, the DNA methylation landscape is often deregulated. There are now numerous technologies available to interrogate the DNA methylation status of CpG sites in a targeted or genome-wide fashion, but each method, due to intrinsic biases, potentially interrogates different fractions of the genome. In this study, we compare the affinity-purification of methylated DNA between two popular genome-wide techniques, methylated DNA immunoprecipitation (MeDIP) and methyl-CpG binding domain-based capture (MBDCap), and show that each technique operates in a different domain of the CpG density landscape. We explored the effect of whole-genome amplification and illustrate that it can reduce sensitivity for detecting DNA methylation in GC-rich regions of the genome. By using MBDCap, we compare and contrast microarray- and sequencing-based readouts and highlight the impact that copy number variation (CNV) can make in differential comparisons of methylomes. These studies reveal that the analysis of DNA methylation data and genome coverage is highly dependent on the method employed, and consideration must be made in light of the GC content, the extent of DNA amplification, and the copy number.
- Published
- 2010
45. Evaluation of affinity-based genome-wide DNA methylation data: Effects of cpg density, amplification bias, and copy number variation
- Author
-
Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., Clark, S. J., Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., and Clark, S. J.
- Abstract
Contains fulltext : 83725.pdf (publisher's version ) (Open Access)
- Published
- 2010
46. Repitools: an R package for the analysis of enrichment-based epigenomic data.
- Author
-
Statham, A.L., Strbenac, D., Coolen, M.W., Stirzaker, C., Clark, S. J., Robinson, M.D., Statham, A.L., Strbenac, D., Coolen, M.W., Stirzaker, C., Clark, S. J., and Robinson, M.D.
- Abstract
Item does not contain fulltext, SUMMARY: Epigenetics, the study of heritable somatic phenotypic changes not related to DNA sequence, has emerged as a critical component of the landscape of gene regulation. The epigenetic layers, such as DNA methylation, histone modifications and nuclear architecture are now being extensively studied in many cell types and disease settings. Few software tools exist to summarize and interpret these datasets. We have created a toolbox of procedures to interrogate and visualize epigenomic data (both array- and sequencing-based) and make available a software package for the cross-platform R language. AVAILABILITY: The package is freely available under LGPL from the R-Forge web site (http://repitools.r-forge.r-project.org/) CONTACT: mrobinson@wehi.edu.au.
- Published
- 2010
47. Consolidation of the cancer genome into domains of repressive chromatin by long-range epigenetic silencing (LRES) reduces transcriptional plasticity.
- Author
-
Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Kassir, Z., Moreno, C.S., Young, A.N., Varma, V., Speed, T.P., Cowley, M., Lacaze, P., Kaplan, W., Robinson, M.D., Clark, S. J., Coolen, M.W., Stirzaker, C., Song, J.Z., Statham, A.L., Kassir, Z., Moreno, C.S., Young, A.N., Varma, V., Speed, T.P., Cowley, M., Lacaze, P., Kaplan, W., Robinson, M.D., and Clark, S. J.
- Abstract
1 maart 2010, Item does not contain fulltext, Silencing of individual genes can occur by genetic and epigenetic processes during carcinogenesis, but the underlying mechanisms remain unclear. By creating an integrated prostate cancer epigenome map using tiling arrays, we show that contiguous regions of gene suppression commonly occur through long-range epigenetic silencing (LRES). We identified 47 LRES regions in prostate cancer, typically spanning about 2 Mb and harbouring approximately 12 genes, with a prevalence of tumour suppressor and miRNA genes. Our data reveal that LRES is associated with regional histone deacetylation combined with subdomains of different epigenetic remodelling patterns, which include re-enforcement, gain or exchange of repressive histone, and DNA methylation marks. The transcriptional and epigenetic state of genes in normal prostate epithelial and human embryonic stem cells can play a critical part in defining the mode of cancer-associated epigenetic remodelling. We propose that consolidation or effective reduction of the cancer genome commonly occurs in domains through a combination of LRES and LOH or genomic deletion, resulting in reduced transcriptional plasticity within these regions.
- Published
- 2010
48. Evaluation of affinity-based genome-wide DNA methylation data: effects of CpG density, amplification bias, and copy number variation.
- Author
-
Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., Clark, S. J., Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., and Clark, S. J.
- Abstract
01 december 2010, Item does not contain fulltext, DNA methylation is an essential epigenetic modification that plays a key role associated with the regulation of gene expression during differentiation, but in disease states such as cancer, the DNA methylation landscape is often deregulated. There are now numerous technologies available to interrogate the DNA methylation status of CpG sites in a targeted or genome-wide fashion, but each method, due to intrinsic biases, potentially interrogates different fractions of the genome. In this study, we compare the affinity-purification of methylated DNA between two popular genome-wide techniques, methylated DNA immunoprecipitation (MeDIP) and methyl-CpG binding domain-based capture (MBDCap), and show that each technique operates in a different domain of the CpG density landscape. We explored the effect of whole-genome amplification and illustrate that it can reduce sensitivity for detecting DNA methylation in GC-rich regions of the genome. By using MBDCap, we compare and contrast microarray- and sequencing-based readouts and highlight the impact that copy number variation (CNV) can make in differential comparisons of methylomes. These studies reveal that the analysis of DNA methylation data and genome coverage is highly dependent on the method employed, and consideration must be made in light of the GC content, the extent of DNA amplification, and the copy number.
- Published
- 2010
49. Evaluation of affinity-based genome-wide DNA methylation data: Effects of cpg density, amplification bias, and copy number variation
- Author
-
Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., Clark, S. J., Robinson, M.D., Stirzaker, C., Statham, A.L., Coolen, M.W., Song, J.Z., Nair, S.S., Strbenac, D., Speed, T.P., and Clark, S. J.
- Abstract
Contains fulltext : 83725.pdf (publisher's version ) (Open Access)
- Published
- 2010
50. Repitools: an R package for the analysis of enrichment-based epigenomic data.
- Author
-
Statham, A.L., Strbenac, D., Coolen, M.W., Stirzaker, C., Clark, S. J., Robinson, M.D., Statham, A.L., Strbenac, D., Coolen, M.W., Stirzaker, C., Clark, S. J., and Robinson, M.D.
- Abstract
Item does not contain fulltext, SUMMARY: Epigenetics, the study of heritable somatic phenotypic changes not related to DNA sequence, has emerged as a critical component of the landscape of gene regulation. The epigenetic layers, such as DNA methylation, histone modifications and nuclear architecture are now being extensively studied in many cell types and disease settings. Few software tools exist to summarize and interpret these datasets. We have created a toolbox of procedures to interrogate and visualize epigenomic data (both array- and sequencing-based) and make available a software package for the cross-platform R language. AVAILABILITY: The package is freely available under LGPL from the R-Forge web site (http://repitools.r-forge.r-project.org/) CONTACT: mrobinson@wehi.edu.au.
- Published
- 2010
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