Tracing dynamic changes of DNA methylation at single cell resolution
Open accessAbstract
Mammalian DNA methylation plays an essential role in development. To date, only snapshots of different mouse and human cell types have been generated, providing a static view on DNA methylation. To enable monitoring of methylation status as it changes over time, we establish a reporter of genomic methylation (RGM) that relies on a minimal imprinted gene promoter driving a fluorescent protein. We show that insertion of RGM proximal to promoter-associated CpG islands reports the gain or loss of DNA methylation. We further utilized RGM to report endogenous methylation dynamics of non-coding regulatory elements, such as the pluripotency-specific super enhancers of Sox2 and miR290. Loci-specific DNA methylation changes and their correlation with transcription were visualized during cell-state transition following differentiation of mouse embryonic stem cells and during reprogramming of somatic cells to pluripotency. RGM will allow the investigation of dynamic methylation changes during development and disease at single-cell resolution.
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RGM was used to monitor the DNA methylation status of non-coding regulatory elements during different biological processes, such as cellular reprogramming, tracking the enhancers associated with Sox2 and miR290.
“RGM was used to monitor the DNA methylation status of non-coding regulatory elements during different biological processes, such as cellular reprogramming, tracking the enhancers associated with Sox2 and miR290.”
From Mapping gene regulatory networks from single-cell omics data (2018) · cites this paper as [74]
Stelzer et al. established a reporter of genomic methylation (RGM) allowing real-time tracking of changes in DNA methylation at a specific locus, both in vitro and in vivo, with single-cell resolution.
“Stelzer et al. [74] established a reporter of genomic methylation (RGM), allowing real-time tracking of changes in DNA methylation at a specific locus, both in vitro and in vivo, with single-cell resolution.”
From Mapping gene regulatory networks from single-cell omics data (2018) · cites this paper as [74]
De-methylation of both the Sox2 and miR290 enhancers is a late event in the reprogramming process.
“They show that de-methylation of both these enhancers is a late event in the reprogramming process.”
From Mapping gene regulatory networks from single-cell omics data (2018) · cites this paper as [74]
A fluorescent in vivo reporter of genomic methylation enables microscopic examination of 5mC status at a single genomic locus with cellular resolution.
“In addition to sequencing-based single-cell methylome strategies, a fluorescent in vivo reporter of genomic methylation (RGM) enables microscopic examination of the 5mC status at a single genomic locus with cellular resolution (53).”
From Dynamic DNA methylation: In the right place at the right time (2018) · cites this paper as [53]
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Cites
DNA methylation patterns and epigenetic memory
Bird, A. (2002) · Genes & Development · doi:10.1101/gad.947102 · Cited by 7,124 · see citing works
Integrative analysis of 111 reference human epigenomes
Roadmap Epigenomics Consortium, Kundaje, A., Meuleman, W., Ernst, J., Bilenky, M., Yen, A., Heravi-Moussavi, A., Kheradpour, P., Zhang, Z., Wang, J., et al. (2015) · Nature · doi:10.1038/nature14248 · Cited by 6,368 · see citing works
Jaenisch, R., & Bird, A. (2003) · Nature Genetics · doi:10.1038/ng1089 · Cited by 6,325 · see citing works
Self-citationFunctions of DNA methylation: islands, start sites, gene bodies and beyond
Jones, P. A. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3230 · Cited by 6,061 · see citing works
Master Transcription Factors and Mediator Establish Super-Enhancers at Key Cell Identity Genes
Whyte, W. A., Orlando, D. A., Hnisz, D., Abraham, B. J., Lin, C. Y., Kagey, M. H., Rahl, P. B., Lee, T. I., & Young, R. A. (2013) · Cell · doi:10.1016/j.cell.2013.03.035 · Cited by 4,143 · see citing works
Targeted mutation of the DNA methyltransferase gene results in embryonic lethality
Li, E., Bestor, T. H., & Jaenisch, R. (1992) · Cell · doi:10.1016/0092-8674(92)90611-f · Cited by 3,984 · see citing works
Self-citationSuper-enhancers in the control of cell identity and disease
Hnisz, D., Abraham, B. J., Lee, T. I., Lau, A., Saint-André, V., Sigova, A. A., Hoke, H. A., & Young, R. A. (2013) · Cell · doi:10.1016/j.cell.2013.09.053 · Cited by 3,662 · see citing works
CpG islands and the regulation of transcription
Deaton, A. M., & Bird, A. (2011) · Genes & Development · doi:10.1101/gad.2037511 · Cited by 3,187 · see citing works
Epigenetic Reprogramming in Mammalian Development
Reik, W., Dean, W., & Walter, J. (2001) · Science · doi:10.1126/science.1063443 · Cited by 3,078 · see citing works
DNA methylation: roles in mammalian development
Smith, Z. D., & Meissner, A. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3354 · Cited by 3,045 · see citing works
Irizarry, R. A., Ladd-Acosta, C., Wen, B., Wu, Z., Montano, C., Onyango, P., Cui, H., Gabo, K., Rongione, M., Webster, M., et al. (2009) · Nature Genetics · doi:10.1038/ng.298 · Cited by 2,177 · see citing works
Ivics, Z., Hackett, P. B., Plasterk, R. H. A., & Izsvák, Z. (1997) · Cell · doi:10.1016/s0092-8674(00)80436-5 · Cited by 1,431 · see citing works
DNA-binding factors shape the mouse methylome at distal regulatory regions
Stadler, M. B., Murr, R., Burger, L., Ivanek, R., Lienert, F., Schöler, A., Nimwegen, E. V., Wirbelauer, C., Oakeley, E. J., Gaidatzis, D., et al. (2011) · Nature · doi:10.1038/nature10716 · Cited by 1,383 · see citing works
Charting a dynamic DNA methylation landscape of the human genome
Ziller, M. J., Gu, H., Müller, F., Donaghey, J., Tsai, L. T.-Y., Kohlbacher, O., De Jager, P. L., Rosen, E. D., Bennett, D. A., Bernstein, B. E., et al. (2013) · Nature · doi:10.1038/nature12433 · Cited by 1,357 · see citing works
Soufi, A., Donahue, G., & Zaret, K. (2012) · Cell · doi:10.1016/j.cell.2012.09.045 · Cited by 888 · see citing works
Control of cell identity genes occurs in insulated neighborhoods in mammalian chromosomes
Dowen, J. M., Fan, Z. P., Hnisz, D., Ren, G., Abraham, B. J., Zhang, L. N., Weintraub, A. S., Schuijers, J., Lee, T. I., Zhao, K., et al. (2014) · Cell · doi:10.1016/j.cell.2014.09.030 · Cited by 884 · see citing works
Retinoic acid signalling during development
Rhinn, M., & Dollé, P. (2012) · Development · doi:10.1242/dev.065938 · Cited by 849 · see citing works
Genomic imprinting: the emergence of an epigenetic paradigm
Ferguson-Smith, A. C. (2011) · Nature Reviews Genetics · doi:10.1038/nrg3032 · Cited by 838 · see citing works
Buganim, Y., Faddah, D. A., Cheng, A. W., Itskovich, E., Markoulaki, S., Ganz, K., Klemm, S. L., van Oudenaarden, A., & Jaenisch, R. (2012) · Cell · doi:10.1016/j.cell.2012.08.023 · Cited by 800 · see citing works
Self-citationGermline DNA Demethylation Dynamics and Imprint Erasure through 5-hydroxymethylcytosine
Hackett, J. A., Sengupta, R., Żylicz, J. J., Murakami, K., Lee, C., Down, T., & Surani, M. (2012) · Science · doi:10.1126/science.1229277 · Cited by 762 · see citing works
Epigenomic Analysis of Multilineage Differentiation of Human Embryonic Stem Cells
Xie, W., Schultz, M. D., Lister, R., Hou, Z., Rajagopal, N., Ray, P. R., Whitaker, J. W., Tian, S., Hawkins, R. D., Leung, D., et al. (2013) · Cell · doi:10.1016/j.cell.2013.04.022 · Cited by 721 · see citing works
Spl elements protect a CpG island from de novo methylation
Brandeis, M., Frank, D., Keshet, I., Siegfried, Z., Mendelsohn, M. M., Names, A., Temper, V., Razin, A., & Cedar, H. (1994) · Nature · doi:10.1038/371435a0 · Cited by 705 · see citing works
Pluripotency and Cellular Reprogramming: Facts, Hypotheses, Unresolved Issues
Hanna, J. H., Saha, K., & Jaenisch, R. (2010) · Cell · doi:10.1016/j.cell.2010.10.008 · Cited by 695 · see citing works
Self-citationHuman body epigenome maps reveal noncanonical DNA methylation variation
Schultz, M. D., He, Y., Whitaker, J. W., Hariharan, M., Mukamel, E. A., Leung, D., Rajagopal, N., Nery, J. R., Urich, M. A., Chen, H., et al. (2015) · Nature · doi:10.1038/nature14465 · Cited by 690 · see citing works
Buiting, K., Saitoh, S., Groß, S., Dittrich, B., Schwartz, S., Nicholls, R. D., & Horsthemke, B. (1995) · Nature Genetics · doi:10.1038/ng0495-395 · Cited by 595 · see citing works
DNA methylation dynamics of the human preimplantation embryo
Smith, Z. D., Chan, M. M., Humm, K. C., Karnik, R., Mekhoubad, S., Regev, A., Eggan, K. C., & Meissner, A. (2014) · Nature · doi:10.1038/nature13581 · Cited by 580 · see citing works
Rivera, C. M., & Ren, B. (2013) · Cell · doi:10.1016/j.cell.2013.09.011 · Cited by 550 · see citing works
Deterministic direct reprogramming of somatic cells to pluripotency
Rais, Y., Zviran, A., Geula, S., Gafni, O., Chomsky, E., Viukov, S., Mansour, A. A., Caspi, I., Krupalnik, V., Zerbib, M., et al. (2013) · Nature · doi:10.1038/nature12587 · Cited by 522 · see citing works
Epigenetic memory at embryonic enhancers identified in DNA methylation maps from adult mouse tissues
Hon, G. C., Rajagopal, N., Shen, Y., McCleary, D. F., Yue, F., Dang, M. D., & Ren, B. (2013) · Nature Genetics · doi:10.1038/ng.2746 · Cited by 457 · see citing works
Mechanisms and models of somatic cell reprogramming
Buganim, Y., Faddah, D. A., & Jaenisch, R. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3473 · Cited by 453 · see citing works
Self-citationProgramming of DNA Methylation Patterns
Cedar, H., & Bergman, Y. (2012) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-052610-091920 · Cited by 439 · see citing works
Reprogramming the Methylome: Erasing Memory and Creating Diversity
Lee, H. J., Hore, T. A., & Reik, W. (2014) · Cell stem cell · doi:10.1016/j.stem.2014.05.008 · Cited by 382 · see citing works
The H3K27 demethylase Utx regulates somatic and germ cell epigenetic reprogramming
Mansour, A. A., Gafni, O., Weinberger, L., Zviran, A., Ayyash, M., Rais, Y., Krupalnik, V., Zerbib, M., Amann‐Zalcenstein, D., Maza, I., et al. (2012) · Nature · doi:10.1038/nature11272 · Cited by 344 · see citing works
Carey, B. W., Markoulaki, S., Hanna, J. H., Faddah, D. A., Buganim, Y., Kim, J., Ganz, K., Steine, E. J., Cassady, J. P., Creyghton, M. P., et al. (2011) · Cell stem cell · doi:10.1016/j.stem.2011.11.003 · Cited by 326 · see citing works
Self-citationGene silencing in mammalian cells and the spread of DNA methylation
Turker, M. S. (2002) · Oncogene · doi:10.1038/sj.onc.1205599 · Cited by 221 · see citing works
Every Cell Is Special: Genome-wide Studies Add a New Dimension to Single-Cell Biology
Junker, J. P., & van Oudenaarden, A. (2014) · Cell · doi:10.1016/j.cell.2014.02.010 · Cited by 219 · see citing works
CRISPR Reveals a Distal Super-Enhancer Required for Sox2 Expression in Mouse Embryonic Stem Cells
Li, Y., Rivera, C. M., Ishii, H., Jin, F., Selvaraj, S., Lee, A. Y., Dixon, J. R., & Ren, B. (2014) · PLoS ONE · doi:10.1371/journal.pone.0114485 · Cited by 212 · see citing works
A <i>Sox2</i> distal enhancer cluster regulates embryonic stem cell differentiation potential
Zhou, H. Y., Katsman, Y., Dhaliwal, N. K., Davidson, S., Macpherson, N. N., Sakthidevi, M., Collura, F., & Mitchell, J. A. (2014) · Genes & Development · doi:10.1101/gad.248526.114 · Cited by 192 · see citing works
Pawlak, M., & Jaenisch, R. (2011) · Genes & Development · doi:10.1101/gad.2039011 · Cited by 119 · see citing works
Self-citationEpigenetic Gene Inactivation Induced by a Cis-acting Methylation Center (*)
Mummaneni, P., Walker, K., Bishop, P. L., & Turker, M. (1995) · Journal of Biological Chemistry · doi:10.1074/jbc.270.2.788 · Cited by 74 · see citing works
Vidal, S. E., Amlani, B., Chen, T., Tsirigos, A., & Stadtfeld, M. (2014) · Stem Cell Reports · doi:10.1016/j.stemcr.2014.08.003 · Cited by 71 · see citing works
Gingold, J. A., Fidalgo, M., Guallar, D., Lau, Z., Sun, Z., Zhou, H., Faiola, F., Huang, X., Lee, D., Waghray, A., et al. (2014) · Molecular Cell · doi:10.1016/j.molcel.2014.08.014 · Cited by 58 · see citing works
Kantor, B., Kaufman, Y., Makedonski, K., Razin, A., & Shemer, R. (2004) · Human Molecular Genetics · doi:10.1093/hmg/ddh290 · Cited by 53 · see citing works
Establishment of methylation patterns in ES cells
Sabag, O., Zamir, A., Keshet, I., Hecht, M., Ludwig, G., Tabib, A., Moss, J., & Cedar, H. (2013) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.2734 · Cited by 38 · see citing works
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Liu, X. S., Wu, H., Ji, X., Stelzer, Y., Wu, X., Czauderna, S., Shu, J., Dadon, D., Young, R. A., & Jaenisch, R. (2016) · Cell · doi:10.1016/j.cell.2016.08.056 · Cited by 1,224 · see citing works
Self-citationGenome-wide programmable transcriptional memory by CRISPR-based epigenome editing
Nuñez, J. K., Chen, J., Pommier, G. C., Cogan, J. Z., Replogle, J. M., Adriaens, C., Ramadoss, G. N., Shi, Q., Hung, K. L., Samelson, A. J., et al. (2021) · Cell · doi:10.1016/j.cell.2021.03.025 · Cited by 760 · see citing works
Dynamic DNA methylation: In the right place at the right time
Luo, C., Hajkova, P., & Ecker, J. R. (2018) · Science · doi:10.1126/science.aat6806 · Cited by 668 · see citing works
Induction of Expansion and Folding in Human Cerebral Organoids
Li, Y., Muffat, J., Omer, A., Bosch, I., Lancaster, M. A., Sur, M., Gehrke, L., Knoblich, J. A., & Jaenisch, R. (2017) · Cell Stem Cell · doi:10.1016/j.stem.2016.11.017 · Cited by 436 · see citing works
Self-citationUsing DNA methylation profiling to evaluate biological age and longevity interventions
Petkovich, D. A., Podolskiy, D. I., Lobanov, A. V., Lee, S.-G., Miller, R. A., & Gladyshev, V. N. (2017) · Cell Metabolism · doi:10.1016/j.cmet.2017.03.016 · Cited by 398 · see citing works
Mapping gene regulatory networks from single-cell omics data
Fiers, M. W. E. J., Minnoye, L., Aibar, S., Bravo González-Blas, C., Kalender Atak, Z., & Aerts, S. (2018) · Briefings in Functional Genomics · doi:10.1093/bfgp/elx046 · Cited by 235 · see citing works
Single-cell DNA methylation profiling: technologies and biological applications
Karemaker, I. D., & Vermeulen, M. (2018) · Trends in Biotechnology · doi:10.1016/j.tibtech.2018.04.002 · Cited by 170 · see citing works
Epigenetic regulation: A new frontier for biomedical engineers
Chen, Z., Li, S., Subramaniam, S., Shyy, J. Y.-J., & Chien, S. (2017) · Annual Review of Biomedical Engineering · doi:10.1146/annurev-bioeng-071516-044720 · Cited by 163 · see citing works
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- Authors
- Stelzer, Y., Shivalila, C. S., Soldner, F., Markoulaki, S., & Jaenisch, R.
- Affiliations
- Whitehead Institute for Biomedical Research (US)
- Corresponding author
- Jaenisch, Rudolf
- Venue
- Cell
- Publisher
- Elsevier BV
- Published
- 2015-09
- Volume
- 163
- Issue
- 1
- Pages
- 218-229
- ISSN
- 0092-8674 (ISSN-L)
- PMC
- PMC4583717
- OpenAlex
- W2105893097
- Cited by
- 141
- References
- 44
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 10 · 2023: 5 · 2022: 12 · 2021: 15 · 2020: 14 · 2019: 13 · 2018: 18 · 2017: 23 · 2016: 15 · 2015: 1 · 2014: 1
- FWCI
- 8.24
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Cell (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc-nd)
- PMC
- Funders
- National Institutes of Health
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD045022, HD045022, R37HD045022)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Syndromes and Imprinting
- Keywords
- DNA methylation dynamics, fluorescent protein reporter, CpG islands, super-enhancers, SOX2, mouse embryonic stem cells, cell differentiation, somatic cell reprogramming, pluripotency, non-coding regulatory elements, transcription
- MeSH terms
- Animals, Enhancer Elements, Genetic, Humans, Promoter Regions, Genetic, DNA Modification Methylases, CpG Islands, DNA Methylation, MicroRNAs, Mice, Embryonic Stem Cells, SOXB1 Transcription Factors, Single-Cell Analysis
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