Cited by 165Cellular Mechanics and InteractionsCancer Cells and MetastasisMechanisms of cancer metastasis

Energetic costs regulated by cell mechanics and confinement are predictive of migration path during decision-making

Open access
Zanotelli, Matthew R., Rahman-Zaman, Aniqua, VanderBurgh, Jacob A., Taufalele, Paul V., Jain, Aadhar, Erickson, David, Bordeleau, Francois, Reinhart-King, Cynthia A.·2019·Nature Communications

Abstract

Cell migration during the invasion-metastasis cascade requires cancer cells to navigate a spatially complex microenvironment that presents directional choices to migrating cells. Here, we investigate cellular energetics during migration decision-making in confined spaces. Theoretical and experimental data show that energetic costs for migration through confined spaces are mediated by a balance between cell and matrix compliance as well as the degree of spatial confinement to direct decision-making. Energetic costs, driven by the cellular work needed to generate force for matrix displacement, increase with increasing cell stiffness, matrix stiffness, and degree of spatial confinement, limiting migration. By assessing energetic costs between possible migration paths, we can predict the probability of migration choice. Our findings indicate that motility in confined spaces imposes high energetic demands on migrating cells, and cells migrate in the direction of least confinement to minimize energetic costs. Therefore, therapeutically targeting metabolism may limit cancer cell migration and metastasis.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/s41467-019-12155-z

Cites

73 of 73 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Collagen type I-based hydrogels enable tunable mechanical and structural properties, in particular stiffness (0.01-1 kPa) and porosity (0.2-15 μm pore diameters), by changes in concentration, polymerization conditions, or glycation.

    “Collagen type I-based hydrogels enable tunable mechanical and structural properties, in particular stiffness (0.01-1 kPa) and porosity (0.2-15 μm pore diameters), by changes in concentration, polymerization conditions (such as pH or temperature changes), or glycation [26][27][28].”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Zanotelli, M. R., Rahman-Zaman, A., VanderBurgh, J. A., Taufalele, P. V., Jain, A., Erickson, D., Bordeleau, F., & Reinhart-King, C. A.
Affiliations
  • Vanderbilt University (US)
  • Cornell University (US)
Venue
Nature Communications
Published
2019-09-13
Volume
10
Issue
1
Pages
4185-4185
ISSN
2041-1723 (ISSN-L)
OpenAlex
W2973099177
Cited by
165
References
73
Citations by year
2026: 22 · 2025: 23 · 2024: 32 · 2023: 21 · 2022: 26 · 2021: 28 · 2020: 12 · 2012: 1
FWCI
8.74
Type
journal article
Language
en
Open access
Locations
  • Nature Communications (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada (RGPIN-2018-06214)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular Mechanics and Interactions
  • Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Mechanisms of cancer metastasis
Keywords
tumor cell migration, metastasis, migration decisions, energetic cost, cell mechanics, cell stiffness, extracellular matrix stiffness, spatial confinement, cellular metabolism, invasion-metastasis cascade
MeSH terms
Adenosine Diphosphate, Adenosine Triphosphate, Biomedical Engineering, Cell Movement, Decision Making, Glucose, Humans, Microscopy, Phase-Contrast, Microscopy, Confocal, Microscopy, Atomic Force, RNA, Small Interfering, Cell Line, Tumor, Caveolin 1

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review