ArticleNPJ systems biology and applications2025
MMP9 shapes cell mechanics to enable collective invasion in cancer.
Article in NPJ systems biology and applications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Decoupling Mechanical Confinement and Fibrotic Extracellular Matrix Signaling in Vestibular Schwannoma Using Tunable 3D Hydrogels.Cellular and molecular bioengineering · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Cooperation among phenotypically distinct sub-populations within a tumor plays a key role in cancer progression. In this study, we investigated how proteolytic heterogeneity supports collective cancer invasion. In invasive MDA-MB-231 breast cancer cells which exhibit considerable variability in MMP9 expression, we show that MMP9 knockdown cells are notably smaller and softer than control cells. A computational model revealed that the invasiveness of mixed clusters containing both proteolytic and non-proteolytic cells depends on cell-cell adhesion, with non-proteolytic cell invasion requiring close proximity to proteolytic neighbors. When we assigned non-proteolytic cells the same size and stiffness as proteolytic ones, the overall invasiveness declined-highlighting that small size and deformability of non-proteolytic cells are essential for sustained collective invasion. We validated these predictions experimentally using spheroid invasion assays showing that mixed spheroids of control and MMP9 knockdown cells are the most invasive. Together, our findings demonstrate that interplay between MMP9 expression and biophysical properties enables collective invasion through enrichment of and matrix degradation by high MMP9 expressing cells at the invasive front, and squeezing of low MMP9 expressing cells through the remodeled matrix.
Indexed as
Identifiers
What Socratic holds
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 Socratic graph.