Junction Mapper is a novel computer vision tool to decipher cell-cell contact phenotypes

Junction Mapper 是一种新型计算机视觉工具,用于解释细胞间接触表型

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作者:Helena Brezovjakova #, Chris Tomlinson #, Noor Mohd Naim, Pamela Swiatlowska, Jennifer C Erasmus, Stephan Huveneers, Julia Gorelik, Susann Bruche, Vania Mm Braga

Abstract

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.

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