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1.
PLoS One ; 16(6): e0237055, 2021.
Article in English | MEDLINE | ID: mdl-34166368

ABSTRACT

A key aspect in defining cell state is the complex choreography of DNA binding events in a given cell type, which in turn establishes a cell-specific gene-expression program. Here we wanted to take a deep analysis of DNA binding events and transcriptional output of a single cell state (K562 cells). To this end we re-analyzed 195 DNA binding proteins contained in ENCODE data. We used standardized analysis pipelines, containerization, and literate programming with R Markdown for reproducibility and rigor. Our approach validated many findings from previous independent studies, underscoring the importance of ENCODE's goals in providing these reproducible data resources. We also had several new findings including: (i) 1,362 promoters, which we refer to as 'reservoirs,' that are defined by having up to 111 different DNA binding-proteins localized on one promoter, yet do not have any expression of steady-state RNA (ii) Reservoirs do not overlap super-enhancer annotations and distinct have distinct properties from super-enhancers. (iii) The human specific SVA repeat element may have been co-opted for enhancer regulation and is highly transcribed in PRO-seq and RNA-seq. Collectively, this study performed by the students of a CU Boulder computational biology class (BCHM 5631 -Spring 2020) demonstrates the value of reproducible findings and how resources like ENCODE that prioritize data standards can foster new findings with existing data in a didactic environment.


Subject(s)
Computational Biology/methods , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Gene Expression Regulation , Genome, Human , Promoter Regions, Genetic , Repetitive Sequences, Nucleic Acid , Humans , K562 Cells , Reproducibility of Results
2.
Mol Biol Cell ; 32(4): 348-361, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33378218

ABSTRACT

Sustained cell migration is essential for wound healing and cancer metastasis. The epidermal growth factor receptor (EGFR) signaling cascade is known to drive cell migration and proliferation. While the signal transduction downstream of EGFR has been extensively investigated, our knowledge of the initiation and maintenance of EGFR signaling during cell migration remains limited. The metalloprotease TACE (tumor necrosis factor alpha converting enzyme) is responsible for producing active EGFR family ligands in the via ligand shedding. Sustained TACE activity may perpetuate EGFR signaling and reduce a cell's reliance on exogenous growth factors. Using a cultured keratinocyte model system, we show that depletion of α-catenin perturbs adherens junctions, enhances cell proliferation and motility, and decreases dependence on exogenous growth factors. We show that the underlying mechanism for these observed phenotypical changes depends on enhanced autocrine/paracrine release of the EGFR ligand transforming growth factor alpha in a TACE-dependent manner. We demonstrate that proliferating keratinocyte epithelial cell clusters display waves of oscillatory extracellular signal-regulated kinase (ERK) activity, which can be eliminated by TACE knockout, suggesting that these waves of oscillatory ERK activity depend on autocrine/paracrine signals produced by TACE. These results provide new insights into the regulatory role of adherens junctions in initiating and maintaining autocrine/paracrine signaling with relevance to wound healing and cellular transformation.


Subject(s)
ADAM17 Protein/metabolism , Adherens Junctions/metabolism , alpha Catenin/metabolism , ADAM17 Protein/physiology , Adherens Junctions/physiology , Cell Line, Tumor , Cell Movement/physiology , Cell Proliferation , Epidermal Growth Factor/metabolism , Epithelial Cells/metabolism , ErbB Receptors/metabolism , HaCaT Cells , Humans , Metalloproteases/metabolism , Paracrine Communication/physiology , Phosphorylation , Signal Transduction , Transforming Growth Factor alpha/metabolism , alpha Catenin/physiology
3.
J Vis Exp ; (178)2021 12 18.
Article in English | MEDLINE | ID: mdl-34978296

ABSTRACT

Collective cellular migration plays a key role in many fundamental biological processes including development, wound healing, and cancer metastasis. To understand the regulation of cell motility, we must be able to measure it easily and consistently under different conditions. Here we describe a method for measuring and quantifying single-cell and bulk motility of HaCaT keratinocytes using a nuclear stain. This method includes a MATLAB script for analyzing TrackMate output files to calculate displacements, motility rates, and trajectory angles in single cells and in bulk for an imaging site. This motility analysis script allows for quick, straightforward, and scalable analysis of cell motility rates from TrackMate data and could be broadly used to identify and study the regulation of motility in epithelial cells. We also provide a MATLAB script for reorganizing microscopy videos collected on a microscope and converting them to TIF stacks, which can be analyzed using the ImageJ TrackMate plugin in bulk. Using this methodology to explore the roles of adherens junctions and actin cytoskeletal dynamics in regulating cell motility in HaCaT keratinocytes, we demonstrate evidence that Arp2/3 activity is required for the elevated motility seen after α-catenin depletion in HaCaT keratinocytes.


Subject(s)
Adherens Junctions , Keratinocytes , Cell Movement , Cell Nucleus , Wound Healing
4.
Nucleic Acids Res ; 46(4): 1756-1776, 2018 02 28.
Article in English | MEDLINE | ID: mdl-29240919

ABSTRACT

Histone deacetylase inhibitors (HDACIs) are known to alter gene expression by both up- and down-regulation of protein-coding genes in normal and cancer cells. However, the exact regulatory mechanisms of action remain uncharacterized. Here we investigated genome wide dose-dependent epigenetic and transcriptome changes in response to HDACI largazole in a transformed and a non-transformed cell line. Exposure to low nanomolar largazole concentrations (

Subject(s)
Depsipeptides/pharmacology , Enhancer Elements, Genetic , Histone Code/drug effects , Histone Deacetylase Inhibitors/pharmacology , Thiazoles/pharmacology , Acetylation , Cell Line , Cell Line, Transformed , Cytostatic Agents/pharmacology , Dose-Response Relationship, Drug , Enhancer Elements, Genetic/drug effects , Genome , Histone Deacetylases/physiology , Histones/metabolism , Oncogenes , Promoter Regions, Genetic , RNA Polymerase II/metabolism , RNA, Messenger/metabolism
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