49 research outputs found

    Optical High Content Nanoscopy of Epigenetic Marks Decodes Phenotypic Divergence in Stem Cells

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    While distinct stem cell phenotypes follow global changes in chromatin marks, single-cell chromatin technologies are unable to resolve or predict stem cell fates. We propose the first such use of optical high content nanoscopy of histone epigenetic marks (epi-marks) in stem cells to classify emergent cell states. By combining nanoscopy with epi-mark textural image informatics, we developed a novel approach, termed EDICTS (Epi-mark Descriptor Imaging of Cell Transitional States), to discern chromatin organizational changes, demarcate lineage gradations across a range of stem cell types and robustly track lineage restriction kinetics. We demonstrate the utility of EDICTS by predicting the lineage progression of stem cells cultured on biomaterial substrates with graded nanotopographies and mechanical stiffness, thus parsing the role of specific biophysical cues as sensitive epigenetic drivers. We also demonstrate the unique power of EDICTS to resolve cellular states based on epi-marks that cannot be detected via mass spectrometry based methods for quantifying the abundance of histone posttranslational modifications. Overall, EDICTS represents a powerful new methodology to predict single cell lineage decisions by integrating high content super-resolution nanoscopy and imaging informatics of the nuclear organization of epi-marks.National Institutes of Health (U.S.) (Grant GM110174

    Nanoscale Variation of Bioadhesive Substrates as a Tool for Engineering of Cell Matrix Assembly

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    ABSTRACT Although molecular and physical mechanisms of fibroblast matrix assembly have been widely investigated, the role of adhesive ligand presentation on matrix assembly has only been recently probed (Pereira et al. Tissue Eng., 2007). In the present study, various-sized albumin-derived nanocarriers (ANCs) were fabricated as nanoscale organization units for functionalization with the cell adhesion domain of fibronectin. The adhesion, morphology, and matrix assembly of human dermal fibroblasts were compared on substrate-deposited, ligand-ANCs of varying size. At early time points, fibroblast attachment, stress fiber formation, and spreading were higher on functionalized, larger-sized carriers than on smaller carriers. Matrix assembly was greatest at the highest ligand density on larger nanocarriers but was undetectable at the same ligand density on smaller carriers. Tracking of fluorophore-encapsulated ANCs showed that larger carriers were displaced less than smaller carriers and that atomic force microscopy of ligand-ANCs binding to adherent cells demonstrated that the larger ligand-ANCs required larger dissociation forces. Taken together, these data suggest that the greater inertia of larger adhesive nanocarriers may generate more cellular tension, which in turn, promotes up-regulation of matrix assembly. Thus, the size of the nanocarrier and the density of ligand on that nanocarrier combine to dictate the early kinetics of fibroblast matrix assembly. These insights may be useful for understanding cell-matrix interactions, as well as for development of bioactive materials with defined cell-adhesive activities such as wound repair and matrix remodeling events
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