Evidence map›Paper›PMID 41162405›Full record

ArticleNPJ systems biology and applications2025

MMP9 shapes cell mechanics to enable collective invasion in cancer.

Asadullah, Sarbajeet Dutta, Sumon Kumar Saha, Anisha Karmakar, Nikita Sharma, Sudikshaa Vijayakumar, Shamik Sen

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Asadullah *Department of Biosciences and Bioengineering, IIT Bombay, Mumbai, India.
Sarbajeet Dutta *Department of Biosciences and Bioengineering, IIT Bombay, Mumbai, India.
Sumon Kumar Saha *Department of Biosciences and Bioengineering, IIT Bombay, Mumbai, India.
Anisha Karmakar *Koita Center for Digital Health, IIT Bombay, Mumbai, India.
Nikita SharmaDepartment of Biosciences and Bioengineering, IIT Bombay, Mumbai, India.
Sudikshaa VijayakumarDepartment of Biosciences and Bioengineering, IIT Bombay, Mumbai, India.
Shamik SenDepartment of Biosciences and Bioengineering, IIT Bombay, Mumbai, India. shamiks@iitb.ac.in.

Funding

Council of Scientific and Industrial Research, India 35109817Dept. of Biotechnology DBT/2017/IIT-B/850STARS, Ministry of Education, Govt. of India MoE-STARS/STARS-2/2023-0229University Grants Commission (UGC) BININ04669656 A
6 · The paper itself

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

Breast NeoplasmsMatrix Metalloproteinase 9Cell AdhesionCell Line, TumorCell MovementExtracellular MatrixFemaleGene Knockdown TechniquesHumansModels, BiologicalNeoplasm InvasivenessSpheroids, CellularMatrix Metalloproteinase 9MMP9 protein, human

Identifiers

PMID41162405
PMCPMC12572407

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.