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Junction Mapper is a novel computer vision tool to decipher cell–cell contact phenotypes
by
Tomlinson, Chris
, Braga, Vania MM
, Erasmus, Jennifer C
, Huveneers, Stephan
, Gorelik, Julia
, Swiatlowska, Pamela
, Brezovjakova, Helena
, Mohd Naim, Noor
, Bruche, Susann
in
Actin
/ Animals
/ Automation
/ Cadherins - metabolism
/ Cancer Biology
/ Cardiomyocytes
/ Cell adhesion
/ Cell adhesion & migration
/ Cell Adhesion - physiology
/ Cell Biology
/ Cell Communication - physiology
/ cell-cell contacts
/ Cells, Cultured
/ Computational Biology - methods
/ Computer programs
/ Computer vision
/ Criminal investigation
/ Diseases
/ Endothelial Cells - metabolism
/ Endothelial Cells - physiology
/ Genetic aspects
/ Heart cells
/ Homeostasis
/ Humans
/ image analysis
/ Intercellular Junctions - metabolism
/ Intercellular Junctions - physiology
/ Interfaces
/ junction regulation
/ Keratinocytes - metabolism
/ Keratinocytes - physiology
/ Microscopy, Confocal
/ Morphogenesis
/ Muscle proteins
/ Myocytes, Cardiac - metabolism
/ Myocytes, Cardiac - physiology
/ Phenotype
/ Phenotypes
/ Rats, Sprague-Dawley
/ Software
/ software development
/ tissue cohesion
/ Tools and Resources
2019
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Junction Mapper is a novel computer vision tool to decipher cell–cell contact phenotypes
by
Tomlinson, Chris
, Braga, Vania MM
, Erasmus, Jennifer C
, Huveneers, Stephan
, Gorelik, Julia
, Swiatlowska, Pamela
, Brezovjakova, Helena
, Mohd Naim, Noor
, Bruche, Susann
in
Actin
/ Animals
/ Automation
/ Cadherins - metabolism
/ Cancer Biology
/ Cardiomyocytes
/ Cell adhesion
/ Cell adhesion & migration
/ Cell Adhesion - physiology
/ Cell Biology
/ Cell Communication - physiology
/ cell-cell contacts
/ Cells, Cultured
/ Computational Biology - methods
/ Computer programs
/ Computer vision
/ Criminal investigation
/ Diseases
/ Endothelial Cells - metabolism
/ Endothelial Cells - physiology
/ Genetic aspects
/ Heart cells
/ Homeostasis
/ Humans
/ image analysis
/ Intercellular Junctions - metabolism
/ Intercellular Junctions - physiology
/ Interfaces
/ junction regulation
/ Keratinocytes - metabolism
/ Keratinocytes - physiology
/ Microscopy, Confocal
/ Morphogenesis
/ Muscle proteins
/ Myocytes, Cardiac - metabolism
/ Myocytes, Cardiac - physiology
/ Phenotype
/ Phenotypes
/ Rats, Sprague-Dawley
/ Software
/ software development
/ tissue cohesion
/ Tools and Resources
2019
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Junction Mapper is a novel computer vision tool to decipher cell–cell contact phenotypes
by
Tomlinson, Chris
, Braga, Vania MM
, Erasmus, Jennifer C
, Huveneers, Stephan
, Gorelik, Julia
, Swiatlowska, Pamela
, Brezovjakova, Helena
, Mohd Naim, Noor
, Bruche, Susann
in
Actin
/ Animals
/ Automation
/ Cadherins - metabolism
/ Cancer Biology
/ Cardiomyocytes
/ Cell adhesion
/ Cell adhesion & migration
/ Cell Adhesion - physiology
/ Cell Biology
/ Cell Communication - physiology
/ cell-cell contacts
/ Cells, Cultured
/ Computational Biology - methods
/ Computer programs
/ Computer vision
/ Criminal investigation
/ Diseases
/ Endothelial Cells - metabolism
/ Endothelial Cells - physiology
/ Genetic aspects
/ Heart cells
/ Homeostasis
/ Humans
/ image analysis
/ Intercellular Junctions - metabolism
/ Intercellular Junctions - physiology
/ Interfaces
/ junction regulation
/ Keratinocytes - metabolism
/ Keratinocytes - physiology
/ Microscopy, Confocal
/ Morphogenesis
/ Muscle proteins
/ Myocytes, Cardiac - metabolism
/ Myocytes, Cardiac - physiology
/ Phenotype
/ Phenotypes
/ Rats, Sprague-Dawley
/ Software
/ software development
/ tissue cohesion
/ Tools and Resources
2019
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Junction Mapper is a novel computer vision tool to decipher cell–cell contact phenotypes
Journal Article
Junction Mapper is a novel computer vision tool to decipher cell–cell contact phenotypes
2019
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Overview
Stable cell–cell contacts underpin tissue architecture and organization. Quantification of junctions of mammalian epithelia requires laborious manual measurements that are a major roadblock for mechanistic studies. We designed Junction Mapper as an open access, semi-automated software that defines the status of adhesiveness via the simultaneous measurement of pre-defined parameters at cell–cell contacts. It identifies contacting interfaces and corners with minimal user input and quantifies length, area and intensity of junction markers. Its ability to measure fragmented junctions is unique. Importantly, junctions that considerably deviate from the contiguous staining and straight contact phenotype seen in epithelia are also successfully quantified (i.e. cardiomyocytes or endothelia). Distinct phenotypes of junction disruption can be clearly differentiated among various oncogenes, depletion of actin regulators or stimulation with other agents. Junction Mapper is thus a powerful, unbiased and highly applicable software for profiling cell–cell adhesion phenotypes and facilitate studies on junction dynamics in health and disease.
Publisher
eLife Science Publications, Ltd,eLife Sciences Publications Ltd,eLife Sciences Publications, Ltd
Subject
/ Animals
/ Cell Communication - physiology
/ Computational Biology - methods
/ Diseases
/ Endothelial Cells - metabolism
/ Endothelial Cells - physiology
/ Humans
/ Intercellular Junctions - metabolism
/ Intercellular Junctions - physiology
/ Myocytes, Cardiac - metabolism
/ Myocytes, Cardiac - physiology
/ Software
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