Understanding how the NuRD complex regulates ES cell differentiation using single molecule fluorescence imaging
Lead Research Organisation:
University of Cambridge
Department Name: Biochemistry
Abstract
The Nucleosome Remodeling and Deacetylation (NuRD) protein complex plays a key role in controlling the way our genomes are packaged inside the cell into a structure called chromatin. This packaging in turn controls whether particular genes (sequences of DNA) are/are not expressed. In particular, the NuRD complex controls gene expression as embryonic stem (ES) cells first start to differentiate into all the different types of specialised cell in the body.
The project brings together a unique combination of skill sets, in biochemistry/structural biology, single molecule imaging, and stem cell biology, to develop single molecule approaches for studying nuclear processes in mammalian cells. Up to now most work in this field has focussed on studies of processes occurring on either the cell surface or in bacterial cells. We have carried out a great deal of preliminary work to demonstrate feasibility (and thus reduce the risk), such that we can now envisage a highly inter-disciplinary research program to study the way the NuRD complex interacts with chromatin, and how this controls gene expression during ES cell differentiation.
Our long-term goal is to use this understanding to control the differentiation of stem cells. This understanding when applied to either ES cells, or adult cells that have been induced to become stem cells (iPS cells), could have enormous potential - e.g. for providing a source of human tissue to study disease progression, or to develop drugs for personalised molecular therapies. In a related project we are attempting to develop small molecule inhibitors and activators of NuRD complexes to control chromatin structure. Our research may thus in the long-term facilitate our ability to directly influence gene expression profiles, stem cell differentiation and disease.
The project brings together a unique combination of skill sets, in biochemistry/structural biology, single molecule imaging, and stem cell biology, to develop single molecule approaches for studying nuclear processes in mammalian cells. Up to now most work in this field has focussed on studies of processes occurring on either the cell surface or in bacterial cells. We have carried out a great deal of preliminary work to demonstrate feasibility (and thus reduce the risk), such that we can now envisage a highly inter-disciplinary research program to study the way the NuRD complex interacts with chromatin, and how this controls gene expression during ES cell differentiation.
Our long-term goal is to use this understanding to control the differentiation of stem cells. This understanding when applied to either ES cells, or adult cells that have been induced to become stem cells (iPS cells), could have enormous potential - e.g. for providing a source of human tissue to study disease progression, or to develop drugs for personalised molecular therapies. In a related project we are attempting to develop small molecule inhibitors and activators of NuRD complexes to control chromatin structure. Our research may thus in the long-term facilitate our ability to directly influence gene expression profiles, stem cell differentiation and disease.
Technical Summary
In preliminary studies we have obtained high quality 3D Photo-Activated Light Microscopy (PALM) images of both nuclear proteins and DNA probes targeting particular nascent mRNAs (genes) in ES cells at a single molecule level using mEos3- and Halo-tagged proteins. We now envisage the development of two types of experiment: 1) 3D Stochastic Optical Reconstruction Microscopy (STORM) to study co-localisation of NuRD with different chromatin associated proteins/transcription factors in fixed cells; and 2) 3D PALM for single molecule tracking of particular proteins/complexes in live cells. Both types of experiment will exploit a novel 3D super-resolution instrument that we have designed in Cambridge using strategic funding from the MRC, which uses reflected light sheet activation and a double-helix point spread function. For multi-colour 3D STORM of NuRD complexes, we will visualise NuRD components labelled with pairs of organic dyes, either attached to antibodies or to ligands targeting Halo- and SNAP-tagged proteins. Single molecule tracking of CHD4, MBD3 etc. will exploit mEos3-/Halo-tagged proteins. We will also explore the use of novel fluorescence resonance energy transfer (FRET) cassettes that we have developed, which consist of a photo-switchable fluorophore such as mEos3 linked to either the Halo-/SNAP-tags. In preliminary experiments we have tested different organic fluorophores for use in live cells and have shown that the use of FRET cassettes reduces photo bleaching. This will allow us to study the dynamics and track NuRD proteins or transcription factors for longer periods of time in live cell experiments, e.g. to compare the dynamics of CHD4 on its own (i.e. in Mbd3-/- cells) and in NuRD complexes. We will also explore whether it is possible to use FRET, between e.g. mEos3 attached to one component and Halo-tag attached to the other, to track complexes in live cell experiments. Our ongoing structural studies will be crucial for designing these experiments.
Planned Impact
Who will benefit from this research, both directly and indirectly?
Beneficiaries or 'users' within the commercial private sector who will gain from our research include pharmaceutical and small biotech companies who are either interested in the NuRD complex and targeting this for therapeutic benefit, or who might apply the technology we develop to understanding how their own proteins of interest assemble and function as complexes inside living cells. Our research specifically involves collaborations with groups in Germany, nurturing stronger relations with the European research community.
How will they benefit from this research?
It is increasingly clear that epigenetic regulation of chromatin structure and gene expression is a dynamic and reversible process, which underlies normal development. When it malfunctions, however, it can contribute to many diseases. The NuRD complex brings together key proteins that mediate epigenetic regulation through the deacetylation and demethylation of histones as well as proteins that remodel nucleosomes. Several of the proteins/enzymes and protein interactions in this complex are emerging as potential drug targets, and it will be important to understand how it interacts with and remodels chromatin structure, if we are to design appropriate therapeutic approaches.
Perhaps more importantly, however, the NuRD complex has a central role in the reprogramming of adult cells into induced pluripotent stem (iPS) cells and the differentiation of stem cells towards a committed lineage. Our long-term goal is to understand how the NuRD complex controls these early steps of differentiation of ES cells - there is already evidence that small molecule inhibitors of HDACs, lysine demethylases and the G9a methyl-transferase may help in the generation of iPS cells and their directed differentiation along particular lineages.
We envisage that our study of the mechanistic behaviour of the NuRD complex will provide key functional information for future structure based drug design and may attract R&D investment. Our protocols for the production and assembly of the recombinant complex will be readily accessible to industrial and academic groups for small molecule screening programmes. Such screens could lead to the development of drugs or therapies, which may subsequently progress to clinical trials. In this way, we hope to advance the economic competitiveness of the U.K.
As mentioned above, our long-term goal is to use the understanding we gain to develop approaches to control ES cell differentiation. This understanding, when applied to embryonic and induced pluripotent stem cells, will have enormous potential for providing a source of human tissue to study disease progression, and to develop drugs for personalised molecular therapies. In addition, aberrant gene regulation by these complexes is clearly implicated in cancer. Cures and ameliorative therapies for many diseases may thus be possible through the manipulation of transcriptional profiles and the control of stem cell differentiation. The development of small molecule inhibitors and activators of the NuRD complex to control chromatin structure may facilitate our ability to directly influence transcriptional profiles, stem cell renewal/differentiation and cancer. There are important opportunities in the treatment of diabetes and neurodegenerative disorders (for example, Parkinson's and Alzheimer's Disease) as well as cancer.
Transferrable skills gained by staff employed over the duration of the project will include the ability to communicate scientific findings to the wider public, presenting research in the form of posters and talks, writing up scientific conclusions in the form of manuscripts, writing grant proposals and training in the management and supervision of PhD and undergraduate students.
Beneficiaries or 'users' within the commercial private sector who will gain from our research include pharmaceutical and small biotech companies who are either interested in the NuRD complex and targeting this for therapeutic benefit, or who might apply the technology we develop to understanding how their own proteins of interest assemble and function as complexes inside living cells. Our research specifically involves collaborations with groups in Germany, nurturing stronger relations with the European research community.
How will they benefit from this research?
It is increasingly clear that epigenetic regulation of chromatin structure and gene expression is a dynamic and reversible process, which underlies normal development. When it malfunctions, however, it can contribute to many diseases. The NuRD complex brings together key proteins that mediate epigenetic regulation through the deacetylation and demethylation of histones as well as proteins that remodel nucleosomes. Several of the proteins/enzymes and protein interactions in this complex are emerging as potential drug targets, and it will be important to understand how it interacts with and remodels chromatin structure, if we are to design appropriate therapeutic approaches.
Perhaps more importantly, however, the NuRD complex has a central role in the reprogramming of adult cells into induced pluripotent stem (iPS) cells and the differentiation of stem cells towards a committed lineage. Our long-term goal is to understand how the NuRD complex controls these early steps of differentiation of ES cells - there is already evidence that small molecule inhibitors of HDACs, lysine demethylases and the G9a methyl-transferase may help in the generation of iPS cells and their directed differentiation along particular lineages.
We envisage that our study of the mechanistic behaviour of the NuRD complex will provide key functional information for future structure based drug design and may attract R&D investment. Our protocols for the production and assembly of the recombinant complex will be readily accessible to industrial and academic groups for small molecule screening programmes. Such screens could lead to the development of drugs or therapies, which may subsequently progress to clinical trials. In this way, we hope to advance the economic competitiveness of the U.K.
As mentioned above, our long-term goal is to use the understanding we gain to develop approaches to control ES cell differentiation. This understanding, when applied to embryonic and induced pluripotent stem cells, will have enormous potential for providing a source of human tissue to study disease progression, and to develop drugs for personalised molecular therapies. In addition, aberrant gene regulation by these complexes is clearly implicated in cancer. Cures and ameliorative therapies for many diseases may thus be possible through the manipulation of transcriptional profiles and the control of stem cell differentiation. The development of small molecule inhibitors and activators of the NuRD complex to control chromatin structure may facilitate our ability to directly influence transcriptional profiles, stem cell renewal/differentiation and cancer. There are important opportunities in the treatment of diabetes and neurodegenerative disorders (for example, Parkinson's and Alzheimer's Disease) as well as cancer.
Transferrable skills gained by staff employed over the duration of the project will include the ability to communicate scientific findings to the wider public, presenting research in the form of posters and talks, writing up scientific conclusions in the form of manuscripts, writing grant proposals and training in the management and supervision of PhD and undergraduate students.
Organisations
Publications
Basu S
(2018)
FRET-enhanced photostability allows improved single-molecule tracking of proteins and protein complexes in live mammalian cells.
in Nature communications
Basu S
(2024)
Publisher Correction: Live-cell three-dimensional single-molecule tracking reveals modulation of enhancer dynamics by NuRD.
in Nature structural & molecular biology
Basu S
(2016)
Studying the Dynamics of Chromatin-Binding Proteins in Mammalian Cells Using Single-Molecule Localisation Microscopy.
in Methods in molecular biology (Clifton, N.J.)
Basu S
(2023)
Live-cell three-dimensional single-molecule tracking reveals modulation of enhancer dynamics by NuRD
in Nature Structural & Molecular Biology
Carr AR
(2017)
Three-Dimensional Super-Resolution in Eukaryotic Cells Using the Double-Helix Point Spread Function.
in Biophysical journal
Lando D
(2018)
Calculation of 3D genome structures for comparison of chromosome conformation capture experiments with microscopy: An evaluation of single-cell Hi-C protocols.
in Nucleus (Austin, Tex.)
| Title | MOESM1 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 1: Figure S1. Citrullination of HP1? identified by MS/MS. A Multiple sequence alignment of paralogues of mouse HP1 protein sequences using Clustal Omega. Functional domains of HP1 (CD, HR and CSD) and C-terminal and N-terminal extensions are colour-coded as indicated in panel D. Isoleucine residues in the P × V × L motif, known to diminish dimerisation of HP1, are highlighted in yellow. B/C MS/MS fragmentation tables relating to the fragmentation spectra depicted in Fig. 1B and C, including the mass accuracies of identified fragments. D Schematic illustration of HP1? mutants used in this study. Changes in amino acids are indicated. Functional domains of HP1 are illustrated: CD (blue) is the chromodomain; HR (orange) is the hinge region; and CSD (green) is the chromoshadow domain. C-terminal and N-terminal extensions are indicated in grey |
| Type Of Art | Image |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM1_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM10 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 10: Movie 3. SPT of mESC expressing HP1?WT cultured in the absence of LIF. Movie of representative mESCs expressing HP1?WT cultured in the absence of LIF for 72 h of experiment (i) labelled with HaloTag-JF549 ligand imaged at 561 nm. Fluorescent images were collected as movies of 1000 frames at 500 ms time resolution |
| Type Of Art | Film/Video/Animation |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM10_of_Citrullination_of_HP1_chromodomain_affects_a... |
| Title | MOESM11 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 11: Movie 4. SPT of mESC expressing HP1?R38/9A cultured in the absence of LIF. Movie of representative mESCs expressing HP1?R38/9A cultured in the absence of LIF for 72 h of experiment (i) labelled with HaloTag-JF549 ligand imaged at 561 nm. Fluorescent images were collected as movies of 1000 frames at 500 ms time resolution |
| Type Of Art | Film/Video/Animation |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM11_of_Citrullination_of_HP1_chromodomain_affects_a... |
| Title | MOESM12 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 12: Figure S6. HP1? R38 and R39 determine chromatin residence time in differentiating mESCs. Bayesian Information Criterion (BIC) of residence time modes. The relative likelihood for each model for each data set was determined by use of the BIC comparing different models for single-particle tracking data. The fit with the lowest BIC was used (light blue). Representative results for experiment (i) are shown as a proof of principle. For both HP1?WT and HP1?R38/9A, two binding modes were identified as most likely. Parameters describe: tres: residence times; a1/(a1 + a2): percentage molecules binding specifically and unspecifically |
| Type Of Art | Image |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM12_of_Citrullination_of_HP1_chromodomain_affects_a... |
| Title | MOESM2 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 2: Figure S2. Mutation of R38 and R39 impairs HP1?'s binding to H3K9me3 in vitro. A Unprocessed images of Coomassie-blue stained gels showing the results from pulldown assays analysing binding of GST-HP1?WT, GST-HP1?R38/9A, GST-HP1?R38/9K, GST-HP1?R38A and GST-HP1?R39A mutant proteins to H3K9me3(1-16) or unmethylated H3(1-16) peptides, as indicated. 25% of input amounts are shown. (i)-(iii) show replicates quantified in Fig. 2A. B BLI sensorgrams showing the normalised binding profiles of recombinant GST-HP1?WT, GST-HP1?R38/9K and GST-HP1?R38/9A binding to biotinylated H3K9me3(1-16) peptides. On the left sensorgram, association (30-150 s) and dissociation (150-270 s) were each measured over the course of 120 s. Results of one experiment are shown. Protein concentrations used are WT: 28.0 µM; R38/9K: 25.5 µM; R38/9A: 28.3 µM. C BLI sensorgrams showing the normalised binding profiles of recombinant GST-HP1?WT, GST-HP1?R38/9K, -HP1?R38/9A and GST binding to biotinylated H3 peptides (H3K9me3(1-16): left panel) or H3(1-16) peptides (H3: right panel). Association (30-150 s) and dissociation (150-270 s) were each measured over the course of 120 s. Results of one experiment are shown. Concentrations used from top to bottom were WT: 28.0 µM, 18.7 µM, 12.4 µM, 8.3 µM, 2.8 µM, 0.9 µM and 0.3 µM; R38/9 K: 25.5 µM, 17.0 µM, 11.3 µM, 7.6 µM, 2.5 µM, 0.8 µM and 0.3 µM; R38/9A: 28.3 µM, 18.9 µM, 12.6 µM, 8.4 µM, 2.8 µM, 0.9 µM and 0.3 µM; GST: 30.6 µM, 20.4 µM, 13.6 µM, 9.1 µM and 3.0 µM |
| Type Of Art | Image |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM2_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM4 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 4: Figure S3. PADI4 citrullinates HP1? in vitro. A/B As a known PADI4 target, recombinant H3.1 was incubated with recombinant PADI4 in the presence of activating calcium. No calcium reactions serve as negative controls. Reactions were resolved by SDS-PAGE and analysed by immunoblot analysis using (A) an anti-H3R2-citrulline antibody and (B) an anti-peptidyl-citrulline antibody (Pan-Cit). C Unprocessed images of in vitro citrullination assays relating to Fig. 3A. GST-HP1?WT, GST-HP1?R38K, GST-HP1?R39K or GST-HP1?R38/9K mutants were treated with GST-PADI4 in the presence or absence of activating calcium, as indicated. Reactions were resolved by SDS-PAGE and analysed by immunoblot analysis using an anti-peptidyl-citrulline antibody. Images of three biological replicates (i-iii) are shown together with their respective ImageJ quantifications. Quantifications of lanes shown in Fig. 3A are highlighted in red. D Dot blot analysis of site-specific polyclonal antibody raised against citrullinated mouse HP1?R38/9. Peptides (HP1?(34-44) unmodified (HP1? UM), double Cit R38/9-Cit (HP1?R38/9-Cit), single Cit R38-Cit (HP1?R38-Cit), single Cit R39-Cit (HP1?R39-Cit), single Cit R108-Cit (HP1?(104-111)R108-Cit) and single Cit R107-Cit (HP1a(103-112)-R107-Cit)) were immobilised on PVDF membranes at indicated amounts (1-125 ng) and incubated with a purified HP1?-R38/9-Cit antibody. E/F Images of in vitro citrullination assays of GST-HP1?WT or HP1?R38/9K mutant protein treated with GST-PADI4 in the presence or absence of activating calcium. Reactions were resolved by SDS-PAGE and analysed by immunoblot analysis using (E) a purified HP1?-R38/9-Cit or (F) an anti-peptidyl-citrulline (Pan-Cit) antibody. G Unprocessed images of in vitro citrullination assays relating to Fig. 3B. GST-HP1?WT or -HP1?R38/9K mutant proteins were treated with GST-PADI4, with or without activating calcium, in the presence or absence of H3(1-16) or H3K9me3(1-16) peptides, as indicated. Reactions were resolved by SDS-PAGE and analysed by immunoblot analysis using an anti-peptidyl-citrulline antibody. Images of three replicates (i-iii) are shown together with their respective ImageJ quantifications. Quantifications of lanes shown in Fig. 3B are highlighted in red. Images (i-ii) depict autoradiograms whilst image (iii) was acquired using a Chemidocâ„¢ imaging system |
| Type Of Art | Image |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM4_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM5 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 5: Figure S4. Differentiation of mESCs. A Immunoprecipitation (IP) of endogenous HP1? from nuclear lysates of mESCs before and after 72 h LIF withdrawal. IPs were performed with anti-HP1? and anti-HA control antibodies and analysed by immunoblotting using an anti-peptidyl-citrulline antibody (a-Citrulline). Subsequently the same immunoblots were stripped and re-probed with an anti-HP1? antibody (a-HP1?). 4% of input amounts of each IP are indicated. Replicate (i) is shown in Fig. 4D. B Stable exogenous expression of mEos3.2-HaloTag-HP1? fusion proteins does not affect total mRNA level of pluripotency markers in mESCs. RT-PCR data for the indicated genes were normalised to ß-actin mRNA expression. Bars represent ± SEM (n = 2). C The mRNA levels of pluripotency markers in mESCs decrease after withdrawal of LIF. The mRNA levels of the indicated genes were measured by RT-PCR over a course of 3 days after withdrawal of LIF. RT-PCR data were normalised to ß-actin mRNA expression, and expression fold change was determined relative to d0 time point using the ddCT method. Bars represent ± SEM (n = 2). D Representative light field microscope images of mESCs before and after 72 h LIF withdrawal, captured with a Leica EC3 camera at 20 × magnification. Scale bars: 100 µm |
| Type Of Art | Image |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM5_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM6 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 6: Figure S5. Single-particle tracking to measure HP1 dynamics in vivo. A Immunoblot analysis of whole cell extracts of mESCs stably expressing or mEos3.2-HaloTag-HP1?WT or fusion proteins. Anti-HP1? antibody detects endogenous and fusion proteins. ß-Tubulin levels are shown as a loading control. B Representative raw SPT data of mEos3.2-HaloTag-HP1?WT and HP1?I165K molecules in mESCs. Histograms depict fraction of jumps plotted against jump distance [nm] of HaloTag-JF549-tagged HP1 in mESCs. C Representative jump distance (JD) analyses of mEos3.2-HaloTag-HP1?WT and I165K molecules in mESCs. Cumulative fraction of jumps plotted against JD [µm]. Yellow line indicates the result of fit to JDs of bound molecules (D = 0.1 µm2 s-1); orange line shows the result of fit to JDs of diffusing molecules (D = 0.6 µm2 s-1); blue line shows result of fit to JDs combining both bound and diffusing molecules; and purple line shows the raw data. D SPT of mEos3.2-HaloTag-HP1?WT and HP1?I165K mutant proteins. Cells were labelled with HaloTag-JF549 ligand and subjected to SPT. At 561 nm, fluorescent images were collected as movies of 10,000 frames at 13.5 ms time resolution. Plot depicts diffusion coefficients (D) [µm2 s-1] of the indicated HP1 molecules. Bars represent ± SD, n = 4-5, two-way ANOVA multiple comparisons with Sidak post hoc test (****p value: 0.0001). E Percentages of molecules within diffusing and bound fraction are shown. Bars represent ± SD (n = 4-5), two-way ANOVA multiple comparisons with Sidak post hoc test (ns. p value > 0.165). F Tabulated summary of results shown in D and E. Errors represent ± SD (n = 4-5) |
| Type Of Art | Image |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM6_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM8 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 8: Movie 1. SPT of mESC expressing HP1?WT cultured in the presence of LIF. Movie of representative mESCs expressing HP1?WT cultured in the presence of LIF of experiment (i) labelled with HaloTag-JF549 ligand imaged at 561 nm. Fluorescent images were collected as movies of 1000 frames at 500 ms time resolution |
| Type Of Art | Film/Video/Animation |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM8_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM9 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 9: Movie 2. SPT of mESC expressing HP1?R38/9A cultured in the presence of LIF. Movie of representative mESCs expressing HP1?R38/9A cultured in the presence of LIF of experiment (i) labelled with HaloTag-JF549 ligand imaged at 561 nm. Fluorescent images were collected as movies of 1000 frames at 500 ms time resolution |
| Type Of Art | Film/Video/Animation |
| Year Produced | 2019 |
| URL | https://springernature.figshare.com/articles/MOESM9_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | Calculation of 3D genome structures for comparison of chromosome conformation capture experiments with microscopy: An evaluation of single-cell Hi-C protocols |
| Description | Single-cell chromosome conformation capture approaches are revealing the extent of cell-to-cell variability in the organization and packaging of genomes. These single-cell methods, unlike their multi-cell counterparts, allow straightforward computation of realistic chromosome conformations that may be compared and combined with other, independent, techniques to study 3D structure. Here we discuss how single-cell Hi-C and subsequent 3D genome structure determination allows comparison with data from microscopy. We then carry out a systematic evaluation of recently published single-cell Hi-C datasets to establish a computational approach for the evaluation of single-cell Hi-C protocols. We show that the calculation of genome structures provides a useful tool for assessing the quality of single-cell Hi-C data because it requires a self-consistent network of interactions, relating to the underlying 3D conformation, with few errors, as well as sufficient longer-range cis- and trans-chromosomal contacts. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2018 |
| Provided To Others? | Yes |
| URL | https://tandf.figshare.com/articles/Calculation_of_3D_genome_structures_for_comparison_of_chromosome... |
| Title | Calculation of 3D genome structures for comparison of chromosome conformation capture experiments with microscopy: An evaluation of single-cell Hi-C protocols |
| Description | Single-cell chromosome conformation capture approaches are revealing the extent of cell-to-cell variability in the organization and packaging of genomes. These single-cell methods, unlike their multi-cell counterparts, allow straightforward computation of realistic chromosome conformations that may be compared and combined with other, independent, techniques to study 3D structure. Here we discuss how single-cell Hi-C and subsequent 3D genome structure determination allows comparison with data from microscopy. We then carry out a systematic evaluation of recently published single-cell Hi-C datasets to establish a computational approach for the evaluation of single-cell Hi-C protocols. We show that the calculation of genome structures provides a useful tool for assessing the quality of single-cell Hi-C data because it requires a self-consistent network of interactions, relating to the underlying 3D conformation, with few errors, as well as sufficient longer-range cis- and trans-chromosomal contacts. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2018 |
| Provided To Others? | Yes |
| URL | https://tandf.figshare.com/articles/Calculation_of_3D_genome_structures_for_comparison_of_chromosome... |
| Title | Imaging data from "Live-cell 3D single-molecule tracking reveals modulation of enhancer dynamics by NuRD" |
| Description | 3D 20ms, 3D 500ms and 2D dCas9 raw videos, localisation, tracking and trajectory analysis data From 'Live-cell 3D single-molecule tracking reveals modulation of enhancer dynamics by NuRD" (2021). Biorxiv. https://doi.org/10.1101/2020.04.03.003178 |
| Type Of Material | Database/Collection of data |
| Year Produced | 2023 |
| Provided To Others? | Yes |
| URL | https://zenodo.org/record/7985268 |
| Title | Imaging data from "Live-cell 3D single-molecule tracking reveals modulation of enhancer dynamics by NuRD" |
| Description | 3D 20ms, 3D 500ms and 2D dCas9 raw videos, localisation, tracking and trajectory analysis data From 'Live-cell 3D single-molecule tracking reveals modulation of enhancer dynamics by NuRD" (2021). Biorxiv. https://doi.org/10.1101/2020.04.03.003178 |
| Type Of Material | Database/Collection of data |
| Year Produced | 2023 |
| Provided To Others? | Yes |
| URL | https://zenodo.org/record/7985267 |
| Title | MOESM13 of Citrullination of HP1ÃŽl chromodomain affects association with chromatin |
| Description | Additional file 13: Table S3. List of RT-PCR primers used in this study |
| Type Of Material | Database/Collection of data |
| Year Produced | 2019 |
| Provided To Others? | Yes |
| URL | https://springernature.figshare.com/articles/MOESM13_of_Citrullination_of_HP1_chromodomain_affects_a... |
| Title | MOESM3 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 3: Table S1. Raw BLI data. Raw BLI data of GST, GST-HP1?WT, R38/9A and R38/9K proteins at different concentrations to H3K9me3(1-16) and H3(1-16) unmethylated peptides |
| Type Of Material | Database/Collection of data |
| Year Produced | 2019 |
| Provided To Others? | Yes |
| URL | https://springernature.figshare.com/articles/MOESM3_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | MOESM7 of Citrullination of HP1? chromodomain affects association with chromatin |
| Description | Additional file 7: Table S2. STP data of single replicates. This file contains a summary of all biological replicates of analysed STP data of mESCs expressing HP1?WT, R38/9A or I165K mutant proteins cultured in the presence or absence of LIF for 72 h labelled with HaloTag-JF549 ligand imaged at 561 nm at 13.5 and 500 ms time resolution |
| Type Of Material | Database/Collection of data |
| Year Produced | 2019 |
| Provided To Others? | Yes |
| URL | https://springernature.figshare.com/articles/MOESM7_of_Citrullination_of_HP1_chromodomain_affects_as... |
| Title | Research data supporting "A microfluidic platform for trapping, releasing and super-resolution imaging of single cells" |
| Description | Particles and cells were trapped and released using a microfluidic device. The device enabled the trapping of single particles with a trapping efficiency of greater than 95%, and allowed for single particles and cells to be trapped, released and manipulated by simply controlling corresponding valves. Stable immobilisation of large numbers of single cells could be achieved in a few minutes. Proof-of-concept super-resolution imaging experiments with mouse embryonic stem cells (mESCs) were conducted by exploiting super-resolution photoactivated localisation microscopy (PALM). Cells and nuclei were stably trapped and imaged. Centromeres of ~200 nm size could be identified with a localisation precision of <15 nm. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2016 |
| Provided To Others? | Yes |
| URL | https://www.repository.cam.ac.uk/handle/1810/256653 |