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Tajbakhsh J, Mortazavi F, Gupta NK. DNA methylation topology differentiates between normal and malignant in cell models, resected human tissues, and exfoliated sputum cells of lung epithelium. Front Oncol 2022; 12:991120. [DOI: 10.3389/fonc.2022.991120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 10/17/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundGlobal DNA hypomethylation is a prominent feature of cancer cells including lung cancer, that has not been widely explored towards cancer diagnosis. In this study we assess the comparative distribution of global DNA methylation in normal cells versus cancer cells in various specimen models.MethodsWe used in situ immunofluorescence labeling of overall 5-methylcytosine (5mC) and covisualization of global DNA (gDNA) by 4’,6-diamidino-2-phenylindole (DAPI), confocal microscopy and 3D image analysis to derive 5mC/DAPI colocalization patterns in human cell lines (BEAS-2B, A549, H157) and upper respiratory epithelial cells derived from various sources (i.e., sputum from healthy and cancer patients, and resected tissues from normal parenchyma and lung tumors).ResultsBy introducing 5mC/DAPI colocalization index as a metric we could distinguish between normal epithelial cells and aberrantly hypomethylated cancer cells. Cultured lung cancer cells (H157 and A549) had significantly lower indices compared to normal cells (BEAS-2B). Furthermore, we were able to identify such extensively hypomethylated low-index cells in tumor tissues and the matching sputum from cancer patients. In contrast, the indices of cells derived from sputum of healthy individuals had more similarity to epithelial cells of normal parenchyma and the phenotypically normal BEAS-2B cells.ConclusionsThe results suggest that 5mC topology using high-resolution image cytometry shows potential for identifying hypomethylated cancerous cells in human tissues and amongst normal cells in matching sputum, which may render a valuable surrogate for biopsied tissues. This promising feature deserves further validation in more comprehensive studies.
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Fagg WS, Liu N, Patrikeev I, Saldarriaga OA, Motamedi M, Popov VL, Stevenson HL, Fair JH. Endoderm and Hepatic Progenitor Cells Engraft in the Quiescent Liver Concurrent with Intrinsically Activated Epithelial-to-Mesenchymal Transition. Cell Transplant 2021; 30:963689721993780. [PMID: 33657866 PMCID: PMC7940740 DOI: 10.1177/0963689721993780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Stem cell transplantation to the liver is a promising therapeutic strategy for a variety of disorders. Hepatocyte transplantation has short-term efficacy but can be problematic due to portal hypertension, inflammation, and sinusoidal thrombosis. We have previously transplanted small mouse endoderm progenitor (EP) cells to successfully reverse a murine model of hemophilia B, and labeling these cells with iron nanoparticles renders them responsive to magnetic fields, which can be used to enhance engraftment. The mechanisms mediating progenitor cell migration from the sinusoidal space to the hepatocyte compartment are unknown. Here we find human EP and hepatic progenitor (HP) cells can be produced from human embryonic stem cells with high efficiency, and they also readily uptake iron nanoparticles. This provides a simple manner through which one can readily identify transplanted cells in vivo using electron microscopy, shortly after delivery. High resolution imaging shows progenitor cell morphologies consistent with epithelial-to-mesenchymal transition (EMT) mediating invasion into the hepatic parenchyma. This occurs in as little as 3 h, which is considerably faster than observed when hepatocytes are transplanted. We confirmed activated EMT in transplanted cells in vitro, as well as in vivo 24 h after transplantation. We conclude that EMT naturally occurs concurrent with EP and HP cell engraftment, which may mediate the rate, safety, and efficacy of early cell engraftment in the undamaged quiescent liver.
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Affiliation(s)
- W Samuel Fagg
- Transplant Division, Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA.,Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX, USA
| | - Naiyou Liu
- Transplant Division, Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Igor Patrikeev
- Department of Vice President for Research, University of Texas Medical Branch, Galveston, TX, USA
| | - Omar A Saldarriaga
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA
| | - Massoud Motamedi
- Department of Ophthalmology, University of Texas Medical Branch, Galveston, TX, USA
| | - Vsevolod L Popov
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA
| | - Heather L Stevenson
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA
| | - Jeffrey H Fair
- Transplant Division, Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA
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Visualising G-quadruplex DNA dynamics in live cells by fluorescence lifetime imaging microscopy. Nat Commun 2021; 12:162. [PMID: 33420085 PMCID: PMC7794231 DOI: 10.1038/s41467-020-20414-7] [Citation(s) in RCA: 101] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 11/27/2020] [Indexed: 12/12/2022] Open
Abstract
Guanine rich regions of oligonucleotides fold into quadruple-stranded structures called G-quadruplexes (G4s). Increasing evidence suggests that these G4 structures form in vivo and play a crucial role in cellular processes. However, their direct observation in live cells remains a challenge. Here we demonstrate that a fluorescent probe (DAOTA-M2) in conjunction with fluorescence lifetime imaging microscopy (FLIM) can identify G4s within nuclei of live and fixed cells. We present a FLIM-based cellular assay to study the interaction of non-fluorescent small molecules with G4s and apply it to a wide range of drug candidates. We also demonstrate that DAOTA-M2 can be used to study G4 stability in live cells. Reduction of FancJ and RTEL1 expression in mammalian cells increases the DAOTA-M2 lifetime and therefore suggests an increased number of G4s in these cells, implying that FancJ and RTEL1 play a role in resolving G4 structures in cellulo. Direct observation of G-quadruplexes (G4s) in live cells is challenging. Here the authors report a method to identify G4s within the nuclei of live and fixed cells using a fluorescent probe combined with fluorescence lifetime imaging microscopy.
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Tajbakhsh J. Covisualization of Global DNA Methylation/Hydroxymethylation and Protein Biomarkers for Ultrahigh-Definition Epigenetic Phenotyping of Stem Cells. Methods Mol Biol 2019; 2150:79-92. [PMID: 31768817 DOI: 10.1007/7651_2019_276] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
DNA methylation and DNA hydroxymethylation are genomic-scale key regulatory modifications in cellular differentiation and are skewed in complex diseases. Therefore, analyzing the nuclear distribution of globally methylated and hydroxymethylated DNA in conjunction with relevant cellular components, such as protein biomarkers, may well add cell-by-cell-specific spatial and temporal information to quantitative molecular data for the discovery of signaling networks in stem cell differentiation and their exploitation in the therapeutic reprogramming of cells. Fluorescence imaging provides an optical approach that has become an essential tool in this context. The in situ fluorescent covisualization of globally methylated and hydroxymethylated DNA (5-methylcytosine = 5mC, 5-hydroxymethylcytosine = 5hmC), global DNA (gDNA), and proteins can be challenging, as the immunofluorescence detection of 5mC and 5hmC sites requires thorough denaturing of double-stranded DNA for antigen retrieval. The protocol we present overcomes this obstacle through optimization of the necessary cell processing to delineate cytosine variants and gDNA while preserving the three-dimensional (3-D) structure of the cells and in connection the immunostaining of protein biomarkers and DNA counterstaining, making it suitable for ultrahigh definition (UHD) imaging of single cells by confocal and super-resolution microscopy, 3-D visualization, and high-content cytometry.
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Fagg WS, Liu N, Yang MJ, Cheng K, Chung E, Kim JS, Wu G, Fair J. Magnetic Targeting of Stem Cell Derivatives Enhances Hepatic Engraftment into Structurally Normal Liver. Cell Transplant 2017; 26:1868-1877. [PMID: 29390880 PMCID: PMC5802632 DOI: 10.1177/0963689717737320] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Revised: 08/23/2017] [Accepted: 09/01/2017] [Indexed: 12/15/2022] Open
Abstract
Attaining consistent robust engraftment in the structurally normal liver is an obstacle for cellular transplantation. Most experimental approaches to increase transplanted cells' engraftment involve recipient-centered deleterious methods such as partial hepatectomy or irradiation which may be unsuitable in the clinic. Here, we present a cell-based strategy that increases engraftment into the structurally normal liver using a combination of magnetic targeting and proliferative endoderm progenitor (EPs) cells. Magnetic labeling has little effect on cell viability and differentiation, but in the presence of magnetic targeting, it increases the initial dwell time of transplanted EPs into the undamaged liver parenchyma. Consequently, greater cell retention in the liver is observed concomitantly with fewer transplanted cells in the lungs. These highly proliferative cells then significantly increase their biomass over time in the liver parenchyma, approaching nearly 4% of total liver cells 30 d after transplant. Therefore, the cell-based mechanisms of increased initial dwell time through magnetic targeting combined with high rate of proliferation in situ yield significant engraftment in the undamaged liver.
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Affiliation(s)
- W. Samuel Fagg
- Transplant Division, Department of Surgery, University of Texas Medical Branch Galveston, TX, USA
- Shriners Hospital for Children, University of Texas Medical Branch, Galveston, TX, USA
| | - Naiyou Liu
- Transplant Division, Department of Surgery, University of Texas Medical Branch Galveston, TX, USA
- Shriners Hospital for Children, University of Texas Medical Branch, Galveston, TX, USA
| | - Ming-Jim Yang
- Department of Surgery, University of Florida, Gainesville, FL, USA
| | - Ke Cheng
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Eric Chung
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jae-Sung Kim
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Gordon Wu
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jeffrey Fair
- Transplant Division, Department of Surgery, University of Texas Medical Branch Galveston, TX, USA
- Shriners Hospital for Children, University of Texas Medical Branch, Galveston, TX, USA
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Tajbakhsh J, Stefanovski D, Tang G, Wawrowsky K, Liu N, Fair JH. Dynamic heterogeneity of DNA methylation and hydroxymethylation in embryonic stem cell populations captured by single-cell 3D high-content analysis. Exp Cell Res 2015; 332:190-201. [PMID: 25700729 DOI: 10.1016/j.yexcr.2015.02.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Revised: 02/06/2015] [Accepted: 02/07/2015] [Indexed: 12/18/2022]
Abstract
UNLABELLED Cell-surface markers and transcription factors are being used in the assessment of stem cell fate and therapeutic safety, but display significant variability in stem cell cultures. We assessed nuclear patterns of 5-hydroxymethylcytosine (5hmC, associated with pluripotency), a second important epigenetic mark, and its combination with 5-methylcytosine (5mC, associated with differentiation), also in comparison to more established markers of pluripotency (Oct-4) and endodermal differentiation (FoxA2, Sox17) in mouse embryonic stem cells (mESC) over a 10-day differentiation course in vitro: by means of confocal and super-resolution imaging together with 3D high-content analysis, an essential tool in single-cell screening. IN SUMMARY 1) We did not measure any significant correlation of putative markers with global 5mC or 5hmC. 2) While average Oct-4 levels stagnated on a cell-population base (0.015 lnIU/day), Sox17 and FoxA2 increased 22-fold and 3-fold faster, respectively (Sox17: 0.343 lnIU/day; FoxA2: 0.046 lnIU/day). In comparison, global DNA methylation levels increased 4-fold faster (0.068 lnIU/day), and global hydroxymethylation declined at 0.046 lnIU/day, both with a better explanation of the temporal profile. 3) This progression was concomitant with the occurrence of distinct nuclear codistribution patterns that represented a heterogeneous spectrum of states in differentiation; converging to three major coexisting 5mC/5hmC phenotypes by day 10: 5hmC(+)/5mC(-), 5hmC(+)/5mC(+), and 5hmC(-)/5mC(+) cells. 4) Using optical nanoscopy we could delineate the respective topologies of 5mC/5hmC colocalization in subregions of nuclear DNA: in the majority of 5hmC(+)/5mC(+) cells 5hmC and 5mC predominantly occupied mutually exclusive territories resembling euchromatic and heterochromatic regions, respectively. Simultaneously, in a smaller subset of cells we observed a tighter colocalization of the two cytosine variants, presumably delineating chromatin domains in remodeling. We conclude that 1) 5mC emerges as the most differential marker in our model system. 2) However, the combined enrollment of the two DNA modifications provided higher-definition screening and lead to the identification of cell subpopulations based on differential 5hmC/5mC phenotypes corresponding to different 5hmC/5mC ratios. The results encourage: a) assessing the regenerative potential of early-endodermal cells enriched for the three DNA methylation/hydroxymethylation categories, and b) exploring the universality of this type of epigenetic phenotyping across other lineage-specific differentiations.
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Affiliation(s)
- Jian Tajbakhsh
- Chromatin Biology Laboratory, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Translational Cytomics Group, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
| | - Darko Stefanovski
- Translational Cytomics Group, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Clinical Studies, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19348, USA
| | - George Tang
- Chromatin Biology Laboratory, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Translational Cytomics Group, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Kolja Wawrowsky
- Translational Cytomics Group, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Naiyou Liu
- Department of Surgery and UF Health Comprehensive Transplant Center, University of Florida College of Medicine, Gainesville, FL 32608, USA
| | - Jeffrey H Fair
- Department of Surgery and UF Health Comprehensive Transplant Center, University of Florida College of Medicine, Gainesville, FL 32608, USA
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Oh JH, Gertych A, Tajbakhsh J. Nuclear DNA methylation and chromatin condensation phenotypes are distinct between normally proliferating/aging, rapidly growing/immortal, and senescent cells. Oncotarget 2013; 4:474-93. [PMID: 23562889 PMCID: PMC3717309 DOI: 10.18632/oncotarget.942] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
This study reports on probing the utility of in situ chromatin texture features such as nuclear DNA methylation and chromatin condensation patterns — visualized by fluorescent staining and evaluated by dedicated three-dimensional (3D) quantitative and high-throughput cell-by-cell image analysis — in assessing the proliferative capacity, i.e. growth behavior of cells: to provide a more dynamic picture of a cell population with potential implications in basic science, cancer diagnostics/prognostics and therapeutic drug development. Two types of primary cells and four different cancer cell lines were propagated and subjected to cell-counting, flow cytometry, confocal imaging, and 3D image analysis at various points in culture. Additionally a subset of primary and cancer cells was accelerated into senescence by oxidative stress. DNA methylation and chromatin condensation levels decreased with declining doubling times when primary cells aged in culture with the lowest levels reached at the stage of proliferative senescence. In comparison, immortal cancer cells with constant but higher doubling times mostly displayed lower and constant levels of the two in situ-derived features. However, stress-induced senescent primary and cancer cells showed similar levels of these features compared with primary cells that had reached natural growth arrest. With regards to global DNA methylation and chromatin condensation levels, aggressively growing cancer cells seem to take an intermediate level between normally proliferating and senescent cells. Thus, normal cells apparently reach cancer-cell equivalent stages of the two parameters at some point in aging, which might challenge phenotypic distinction between these two types of cells. Companion high-resolution molecular profiling could provide information on possible underlying differences that would explain benign versus malign cell growth behaviors.
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Affiliation(s)
- Jin Ho Oh
- Translational Cytomics Group, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Tajbakhsh J. Covisualization of methylcytosine, global DNA, and protein biomarkers for In Situ 3D DNA methylation phenotyping of stem cells. Methods Mol Biol 2013; 1052:77-88. [PMID: 23592032 DOI: 10.1007/7651_2013_18] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
DNA methylation and histone modifications are key regulatory mechanisms in cellular differentiation, and are skewed in complex diseases. Therefore, analyzing the higher nuclear organization of methylated DNA in conjunction with relevant cellular components, such as protein biomarkers, may well add cell-by-cell-specific spatial and temporal information to quantitative molecular data for the discovery of stem cell differentiation-related signaling networks and their exploitation in the therapeutic reprogramming of cells. The in situ fluorescent covisualization of methylated DNA (methylated CG dinucleotides = MeC), global DNA (gDNA), and proteins has been challenging, as the immunofluorescence detection of MeC sites requires thorough denaturing of double-stranded DNA for antigen (methylated carbon-5 of cytosine) retrieval. The protocol we present overcomes this obstacle through optimization of cell membrane permeabilization, acid treatment, and intermediate fixation steps to preserve immunostaining of biomarkers and delineate MeC and gDNA, while conserving the captured three-dimensional (3D) structure of the cells; making it suitable for high-resolution confocal microscopy, 3D visualization, and topological analyses of fixed cultured cells as well as fresh and frozen tissue sections.
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Affiliation(s)
- Jian Tajbakhsh
- Translational Cytomics Group and Chromatin Biology Laboratory, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
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Tajbakhsh J. DNA methylation topology: potential of a chromatin landmark for epigenetic drug toxicology. Epigenomics 2011; 3:761-70. [PMID: 22126294 PMCID: PMC3250213 DOI: 10.2217/epi.11.101] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Targeting chromatin and its basic components through epigenetic drug therapy has become an increased focus in the treatment of complex diseases. This boost calls for the implementation of high-throughput cell-based assays that exploit the increasing knowledge about epigenetic mechanisms and their interventions for genotoxicity testing of epigenetic drugs. 3D quantitative DNA methylation imaging is a novel approach for detecting drug-induced DNA demethylation and concurrent heterochromatin decondensation/reorganization in cells through the analysis of differential nuclear distribution patterns of methylcytosine and gDNA visualized by fluorescence and processed by machine-learning algorithms. Utilizing 3D DNA methylation patterns is a powerful precursor to a series of fully automatable assays that employ chromatin structure and higher organization as novel pharmacodynamic biomarkers for various epigenetic drug actions.
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Affiliation(s)
- Jian Tajbakhsh
- Chromatin Biology Laboratory, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
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