ArticlePloS one2012
Emergence of HGF/SF-induced coordinated cellular motility.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
21 citing papers in PubMed, 33 citations in OpenAlex.
- Learning-based inference of longitudinal image changes: Applications in embryo development, wound healing, and aging brain.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Article
- Methodology for comprehensive cell-level analysis of wound healing experiments using deep learning in MATLAB.BMC molecular and cell biology · 2021Article
- Characterization of Biological Motion Using Motion Sensing Superpixels.Bio-protocol · 2019Article
- Dynamics phenotyping across length and time scales in collective cell migration.Seminars in cell & developmental biology · 2019Review
- Traction microscopy with integrated microfluidics: responses of the multi-cellular island to gradients of HGF.Lab on a chip · 2019Article
- Article
- Diverse roles of guanine nucleotide exchange factors in regulating collective cell migration.The Journal of cell biology · 2017Article
- Homogenizing cellular tension by hepatocyte growth factor in expanding epithelial monolayer.Scientific reports · 2017Article
- Development of a 3D Tissue Culture-Based High-Content Screening Platform That Uses Phenotypic Profiling to Discriminate Selective Inhibitors of Receptor Tyrosine Kinases.Journal of biomolecular screening · 2016Article
- Vimentin Intermediate Filaments Template Microtubule Networks to Enhance Persistence in Cell Polarity and Directed Migration.Cell systems · 2016Article
- Seeds of Locally Aligned Motion and Stress Coordinate a Collective Cell Migration.Biophysical journal · 2015Article
- Quantitative Live Imaging of Human Embryonic Stem Cell Derived Neural Rosettes Reveals Structure-Function Dynamics Coupled to Cortical Development.PLoS computational biology · 2015Article
- Swarming bacteria migrate by Lévy Walk.Nature communications · 2015Article
- Live time-lapse dataset of in vitro wound healing experiments.GigaScience · 2015Article
- Coherent motions in confluent cell monolayer sheets.Biophysical journal · 2014Article
- The three-way switch operation of Rac1/RhoA GTPase-based circuit controlling amoeboid-hybrid-mesenchymal transition.Scientific reports · 2014Article
- Intercellular stress reconstitution from traction force data.Biophysical journal · 2014Article
- Propagating waves of directionality and coordination orchestrate collective cell migration.PLoS computational biology · 2014Article
- Alignment of cellular motility forces with tissue flow as a mechanism for efficient wound healing.Proceedings of the National Academy of Sciences of the United States of America · 2013Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Collective cell migration plays a major role in embryonic morphogenesis, tissue remodeling, wound repair and cancer invasion. Despite many decades of extensive investigations, only few analytical tools have been developed to enhance the biological understanding of this important phenomenon. Here we present a novel quantitative approach to analyze long term kinetics of bright field time-lapse wound healing. Fully-automated spatiotemporal measures and visualization of cells' motility and implicit morphology were proven to be sound, repetitive and highly informative compared to single-cell tracking analysis. We study cellular collective migration induced by tyrosine kinase-growth factor signaling (Met-Hepatocyte Growth Factor/Scatter Factor (HGF/SF)). Our quantitative approach is applied to demonstrate that collective migration of the adenocarcinoma cell lines is characterized by simple morpho-kinetics. HGF/SF induces complex morpho-kinetic coordinated collective migration: cells at the front move faster and are more spread than those further away from the wound edge. As the wound heals, distant cells gradually accelerate and enhance spread and elongation -resembling the epithelial to mesenchymal transition (EMT), and then the cells become more spread and maintain higher velocity than cells located closer to the wound. Finally, upon wound closure, front cells halt, shrink and round up (resembling mesenchymal to epithelial transition (MET) phenotype) while distant cells undergo the same process gradually. Met inhibition experiments further validate that Met signaling dramatically alters the morpho-kinetic dynamics of the healing wound. Machine-learning classification was applied to demonstrate the generalization of our findings, revealing even subtle changes in motility patterns induced by Met-inhibition. It is concluded that activation of Met-signaling induces an elaborated model in which cells lead a coordinated increased motility along with gradual differentiation-based collective cell motility dynamics. Our quantitative phenotypes may guide future investigation on the molecular and cellular mechanisms of tyrosine kinase-induced coordinate cell motility and morphogenesis in metastasis.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.