ArticleBiophysical journal2018
Kalman Inversion Stress Microscopy.
Article in Biophysical journal, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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Who cites it
8 citing papers in PubMed, 19 citations in OpenAlex.
- Extracellular-matrix mediated stresses spatially bias myoblast fusion and myotube growth.Nature communications · 2026Article
- napariTFM: An open-source tool for traction force microscopy and monolayer stress microscopy.PLoS computational biology · 2026Article
- Advances in ligand-based surface engineering strategies for fine-tuning T cell mechanotransduction toward efficient immunotherapy.Biophysical journal · 2025Review
- Mechanical convergence in mixed populations of mammalian epithelial cells.The European physical journal. E, Soft matter · 2024Article
- Mechanical Constraints in Tumor Guide Emergent Spatial Patterns of Glioblastoma Cancer Stem Cells.Mechanobiology in medicine · 2024Article
- A machine learning approach to predict cellular mechanical stresses in response to chemical perturbation.Biophysical journal · 2023Article
- Sustained Oscillations of Epithelial Cell Sheets.Biophysical journal · 2019Article
- Three-Dimensional Monolayer Stress Microscopy.Biophysical journal · 2019Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although mechanical cues are crucial to tissue morphogenesis and development, the tissue mechanical stress field remains poorly characterized. Given traction force time-lapse movies, as obtained by traction force microscopy of in vitro cellular sheets, we show that the tissue stress field can be estimated by Kalman filtering. After validation using numerical data, we apply Kalman inversion stress microscopy to experimental data. We combine the inferred stress field with velocity and cell-shape measurements to quantify the rheology of epithelial cell monolayers in physiological conditions, found to be close to that of an elastic and active material.
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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.