Energetic costs regulated by cell mechanics and confinement are predictive of migration path during decision-making
Open accessAbstract
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.
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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].”
From Cancer-on-chip models for metastasis: importance of the tumor microenvironment (2024) · cites this paper as [28]
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Cites
Understanding the Warburg Effect: The Metabolic Requirements of Cell Proliferation
Vander Heiden, M. G., Cantley, L. C., & Thompson, C. B. (2009) · Science · doi:10.1126/science.1160809 · Cited by 16,197 · see citing works
Why Do Cancers Have High Aerobic Glycolysis?
Gatenby, R. A., & Gillies, R. J. (2004) · Nature reviews. Cancer · doi:10.1038/nrc1478 · Cited by 4,784 · see citing works
Aerobic glycolysis: Meeting the metabolic requirements of cell proliferation
Lunt, S. Y., & Vander Heiden, M. G. (2011) · Annual Review of Cell and Developmental Biology · doi:10.1146/annurev-cellbio-092910-154237 · Cited by 3,057 · see citing works
The extracellular matrix: A dynamic niche in cancer progression
Lu, P., Weaver, V. M., & Werb, Z. (2012) · Journal of Cell Biology · doi:10.1083/jcb.201102147 · Cited by 3,024 · see citing works
Matrix Metalloproteinase Inhibitors and Cancer—Trials and Tribulations
Coussens, L. M., Fingleton, B., & Matrisian, L. M. (2002) · Science · doi:10.1126/science.1067100 · Cited by 2,761 · see citing works
Tumor metastasis: mechanistic insights and clinical challenges
Steeg, P. S. (2006) · Nature Medicine · doi:10.1038/nm1469 · Cited by 2,125 · see citing works
Nanomechanical analysis of cells from cancer patients
Cross, S. E., Jin, Y., Rao, J., & Gimzewski, J. K. (2007) · Nature Nanotechnology · doi:10.1038/nnano.2007.388 · Cited by 1,906 · see citing works
Guck, J. R., Schinkinger, S., Lincoln, B., Wottawah, F., Ebert, S., Romeyke, M., Lenz, D., Erickson, H. M., Ananthakrishnan, R., Mitchell, D., et al. (2005) · Biophysical Journal · doi:10.1529/biophysj.104.045476 · Cited by 1,421 · see citing works
Wolf, K., te Lindert, M., Krause, M., Alexander, S., te Riet, J., Willis, A. L., Hoffman, R. M., Figdor, C. G., Weiss, S. J., & Friedl, P. (2013) · Journal of Cell Biology · doi:10.1083/jcb.201210152 · Cited by 1,375 · see citing works
Probit Analysis: A Statistical Treatment of the Sigmoid Response Curve.
I., J. O., Finney, D. J., & Tattersfield, F. (1947) · Journal Of The Royal Statistical Society · doi:10.2307/2981407 · Cited by 1,245 · see citing works
Wolf, K., Wu, Y., Liu, Y., Geiger, J., Tam, E. M., Overall, C. M., Stack, M. S., & Friedl, P. (2007) · Nature Cell Biology · doi:10.1038/ncb1616 · Cited by 1,009 · see citing works
Nonequilibrium Mechanics of Active Cytoskeletal Networks
Mizuno, D., Tardin, C., Schmidt, C. F., & MacKintosh, F. C. (2007) · Science · doi:10.1126/science.1134404 · Cited by 953 · see citing works
Confinement and Low Adhesion Induce Fast Amoeboid Migration of Slow Mesenchymal Cells
Liu, Y., Berre, M. L., Lautenschläger, F., Maiuri, P., Callan-Jones, A., Heuzé, M. L., Takaki, T., Voituriez, R., & Piel, M. (2015) · Cell · doi:10.1016/j.cell.2015.01.007 · Cited by 866 · see citing works
Targeting Mitochondrial Glutaminase Activity Inhibits Oncogenic Transformation
Wang, J.-B., Erickson, J. W., Fuji, R., Ramachandran, S., Gao, P., Dinavahi, R., Wilson, K. F., Ambrosio, A. L. B., Dias, S. M. G., Dang, C. V., et al. (2010) · Cancer Cell · doi:10.1016/j.ccr.2010.08.009 · Cited by 821 · see citing works
Physical influences of the extracellular environment on cell migration
Charras, G., & Sahai, E. A. (2014) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3897 · Cited by 678 · see citing works
Cancer cell motility: lessons from migration in confined spaces
Paul, C. D., Mistriotis, P., & Κωνσταντόπουλος, Κ. (2016) · Nature reviews. Cancer · doi:10.1038/nrc.2016.123 · Cited by 653 · see citing works
Collagen-based cell migration models in vitro and in vivo
Wolf, K., Alexander, S., Schacht, V., Coussens, L. M., von Andrian, U. H., van Rheenen, J., Deryugina, E., & Friedl, P. (2009) · Seminars in Cell & Developmental Biology · doi:10.1016/j.semcdb.2009.08.005 · Cited by 637 · see citing works
Causes and Consequences of Increased Glucose Metabolism of Cancers
Gillies, R. J., Robey, I., & Gatenby, R. A. (2008) · Journal of Nuclear Medicine · doi:10.2967/jnumed.107.047258 · Cited by 617 · see citing works
Mechanoreciprocity in cell migration
van Helvert, S., Storm, C., & Friedl, P. (2018) · Nature Cell Biology · doi:10.1038/s41556-017-0012-0 · Cited by 587 · see citing works
Pearce, A. M., Haas, M. R., Viney, R. C., Pearson, S., Haywood, P., Brown, C. S. B., & Ward, R. L. (2017) · PLoS ONE · doi:10.1371/journal.pone.0184360 · Cited by 542 · see citing works
Control of cytoskeletal mechanics by extracellular matrix, cell shape, and mechanical tension
Wang, N., & Ingber, D. E. (1994) · Biophysical Journal · doi:10.1016/s0006-3495(94)81014-8 · Cited by 529 · see citing works
Tantama, M., Martínez‐François, J. R., Mongeon, R., & Yellen, G. (2013) · Nature Communications · doi:10.1038/ncomms3550 · Cited by 486 · see citing works
Cytoskeletal remodelling and slow dynamics in the living cell
Bursac, P., Lenormand, G., Fabry, B., Oliver, M., Weitz, D. A., Viasnoff, V., Butler, J. P., & Fredberg, J. J. (2005) · Nature Materials · doi:10.1038/nmat1404 · Cited by 477 · see citing works
Regulation of oxidative phosphorylation in the mammalian cell
Balaban, R. S. (1990) · American Journal of Physiology-Cell Physiology · doi:10.1152/ajpcell.1990.258.3.c377 · Cited by 446 · see citing works
Wyckoff, J. B., Pinner, S. E., Gschmeissner, S., Condeelis, J. S., & Sahai, E. A. (2006) · Current Biology · doi:10.1016/j.cub.2006.05.065 · Cited by 435 · see citing works
Matrix mechanical plasticity regulates cancer cell migration through confining microenvironments
Wisdom, K. M., Adebowale, K., Chang, J., Lee, J. Y., Nam, S., Desai, R. M., Rossen, N. S., Rafat, M., West, R. B., Hodgson, L., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-06641-z · Cited by 429 · see citing works
Matrix stiffening promotes a tumor vasculature phenotype
Bordeleau, F., Mason, B. N., Lollis, E. M., Mazzola, M. C., Zanotelli, M. R., Somasegar, S., Califano, J. P., Montague, C. R., LaValley, D. J., Huynh, J., et al. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1613855114 · Cited by 419 · see citing works
Self-citationThiam, H. R., Vargas, P., Carpi, N., Crespo, C. L., Raab, M., Terriac, E., King, M. C., Jacobelli, J., Alberts, A. S., Stradal, T. E. B., et al. (2016) · Nature Communications · doi:10.1038/ncomms10997 · Cited by 393 · see citing works
Hu, H., Juvekar, A., Lyssiotis, C. A., Lien, E. C., Albeck, J. G., Oh, D., Varma, G., Hung, Y. P., Ullas, S., Lauring, J. D., et al. (2016) · Cell · doi:10.1016/j.cell.2015.12.042 · Cited by 374 · see citing works
Force transmission during adhesion-independent migration
Bergert, M., Erzberger, A., Desai, R. A., Aspalter, I. M., Oates, A. C., Charras, G., Salbreux, G., & Paluch, E. K. (2015) · Nature Cell Biology · doi:10.1038/ncb3134 · Cited by 363 · see citing works
Nutrient Sensing, Metabolism, and Cell Growth Control
Yuan, H.-X., Xiong, Y., & Guan, K. (2013) · Molecular Cell · doi:10.1016/j.molcel.2013.01.019 · Cited by 357 · see citing works
Tube Travel: The Role of Proteases in Individual and Collective Cancer Cell Invasion
Friedl, P., & Wolf, K. (2008) · Cancer Research · doi:10.1158/0008-5472.can-08-0784 · Cited by 338 · see citing works
Extracellular matrix determinants of proteolytic and non-proteolytic cell migration
Wolf, K., & Friedl, P. (2011) · Trends in Cell Biology · doi:10.1016/j.tcb.2011.09.006 · Cited by 336 · see citing works
Tozluoǧlu, M., Tournier, A., Jenkins, R. P., Hooper, S., Bates, P. A., & Sahai, E. A. (2013) · Nature Cell Biology · doi:10.1038/ncb2775 · Cited by 321 · see citing works
Actin-ATP Hydrolysis Is a Major Energy Drain for Neurons
Bernstein, B. W., & Bamburg, J. R. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-01-00002.2003 · Cited by 293 · see citing works
Physical confinement alters tumor cell adhesion and migration phenotypes
Balzer, E. M., Tong, Z., Paul, C. D., Hung, W., Stroka, K. M., Boggs, A. E., Martin, S. S., & Κωνσταντόπουλος, Κ. (2012) · The FASEB Journal · doi:10.1096/fj.12-211441 · Cited by 282 · see citing works
Basic mechanism of three-dimensional collagen fibre transport by fibroblasts
Meshel, A. S., Wei, Q., Adelstein, R. S., & Sheetz, M. P. (2005) · Nature Cell Biology · doi:10.1038/ncb1216 · Cited by 282 · see citing works
Bieling, P., Li, T., Weichsel, J., McGorty, R., Jreij, P., Huang, B., Fletcher, D. A., & Mullins, R. D. (2016) · Cell · doi:10.1016/j.cell.2015.11.057 · Cited by 257 · see citing works
Cunniff, B., McKenzie, A. J., Heintz, N. H., & Howe, A. K. (2016) · Molecular Biology of the Cell · doi:10.1091/mbc.e16-05-0286 · Cited by 243 · see citing works
Kim, H. Y., Kim, H. V., Jo, S., Lee, C. J., Choi, S. Y., Kim, D. J., & Kim, Y. S. (2016) · Nature Communications · doi:10.1038/ncomms10755 · Cited by 206 · see citing works
Caveolae – mechanosensitive membrane invaginations linked to actin filaments
Echarri, A., & del Pozo, M. Á. (2015) · Journal of Cell Science · doi:10.1242/jcs.153940 · Cited by 194 · see citing works
Doyle, A. D., Petrie, R. J., Kutys, M. L., & Yamada, K. M. (2013) · Current Opinion in Cell Biology · doi:10.1016/j.ceb.2013.06.004 · Cited by 192 · see citing works
Lautscham, L. A., Kämmerer, C., Lange, J. R., et al. (2015) · Biophysical Journal · doi:10.1016/j.bpj.2015.07.025 · Cited by 189 · see citing works
Shiraishi, T., Verdone, J. E., Huang, J., Kahlert, U. D., Hernandez, J. R., Torga, G., Zarif, J. C., Epstein, T., Gatenby, R. A., McCartney, A. M., et al. (2014) · Oncotarget · doi:10.18632/oncotarget.2766 · Cited by 187 · see citing works
Zhang, J., Goliwas, K. F., Wang, W., Taufalele, P., Bordeleau, F., & Reinhart‐King, C. A. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1809964116 · Cited by 187 · see citing works
Self-citationRegulation of ATP utilization during metastatic cell migration by collagen architecture
Zanotelli, M. R., Goldblatt, Z. E., Miller, J. P., Bordeleau, F., Li, J., VanderBurgh, J. A., Lampi, M. C., King, M. R., & Reinhart‐King, C. A. (2017) · Molecular Biology of the Cell · doi:10.1091/mbc.e17-01-0041 · Cited by 176 · see citing works
Self-citationSchuler, M.-H., Lewandowska, A., Caprio, G. D., Skillern, W., Upadhyayula, S., Kirchhausen, T. L., Shaw, J. M., & Cunniff, B. (2017) · Molecular Biology of the Cell · doi:10.1091/mbc.e16-10-0741 · Cited by 172 · see citing works
The Warburg effect as an adaptation of cancer cells to rapid fluctuations in energy demand
Epstein, T., Gatenby, R. A., & Brown, J. S. (2017) · PLoS ONE · doi:10.1371/journal.pone.0185085 · Cited by 168 · see citing works
Epstein, T., Xu, L., Gillies, R. J., & Gatenby, R. A. (2014) · Cancer & Metabolism · doi:10.1186/2049-3002-2-7 · Cited by 160 · see citing works
Patsialou, A., Bravo‐Cordero, J. J., Wang, Y., Entenberg, D. R., Liu, H., Clarke, M. F., & Condeelis, J. S. (2013) · IntraVital · doi:10.4161/intv.25294 · Cited by 157 · see citing works
Kelley, L. C., Chi, Q., Cáceres, R., Hastie, E. L., Schindler, A. J., Jiang, Y., Matus, D. Q., Plastino, J., & Sherwood, D. R. (2019) · Developmental Cell · doi:10.1016/j.devcel.2018.12.018 · Cited by 157 · see citing works
Distinct signaling mechanisms regulate migration in unconfined versus confined spaces
Hung, W., Chen, S.-H., Paul, C. D., et al. (2013) · The Journal of Cell Biology · doi:10.1083/jcb.201302132 · Cited by 154 · see citing works
Selection of mammalian cells based on their cell-cycle phase using dielectrophoresis
Kim, U., Shu, C., Dane, K. Y., Daugherty, P. S., Wang, J. Y. J., & Soh, H. T. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0708760104 · Cited by 150 · see citing works
Emergent patterns of collective cell migration under tubular confinement
Xi, W., Sonam, S., Saw, T. B., Ladoux, B., & Lim, C. T. (2017) · Nature Communications · doi:10.1038/s41467-017-01390-x · Cited by 149 · see citing works
Microfabricated collagen tracks facilitate single cell metastatic invasion in 3D
Kraning-Rush, C. M., Carey, S. P., Lampi, M. C., & Reinhart‐King, C. A. (2013) · Integrative Biology · doi:10.1039/c3ib20196a · Cited by 118 · see citing works
Self-citationNuclear deformation during breast cancer cell transmigration
Fu, Y., Chin, L. K., Bourouina, T., Liu, A. Q., & VanDongen, A. M. J. (2012) · Lab on a Chip · doi:10.1039/c2lc40477j · Cited by 115 · see citing works
Carey, S. P., Goldblatt, Z. E., Martin, K. E., Romero, B., Williams, R. M., & Reinhart‐King, C. A. (2016) · Integrative Biology · doi:10.1039/c6ib00030d · Cited by 114 · see citing works
Self-citationComparative mechanisms of cancer cell migration through 3D matrix and physiological microtracks
Carey, S. P., Rahman, A., Kraning-Rush, C. M., Romero, B., Somasegar, S., Torre, O. M., Williams, R. M., & Reinhart‐King, C. A. (2014) · American Journal of Physiology-Cell Physiology · doi:10.1152/ajpcell.00225.2014 · Cited by 103 · see citing works
Self-citationOxygen-mediated Regulation of Tumor Cell Invasiveness
Postovit, L.-M. M., ADAMS, M. A., Lash, G. E., Heaton, J. P. W., & Graham, C. H. (2002) · Journal of Biological Chemistry · doi:10.1074/jbc.m204529200 · Cited by 96 · see citing works
Quantifying the contribution of actin networks to the elastic strength of fibroblasts
Ananthakrishnan, R., Guck, J. R., Wottawah, F., et al. (2006) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2006.03.021 · Cited by 94 · see citing works
Directional decisions during neutrophil chemotaxis inside bifurcating channels
Ambravaneswaran, V., Wong, I. Y., Aranyosi, A. J., Toner, M., & Irimia, D. (2010) · Integrative Biology · doi:10.1039/c0ib00011f · Cited by 93 · see citing works
Rahman, A., Carey, S. P., Kraning-Rush, C. M., Goldblatt, Z. E., Bordeleau, F., Lampi, M. C., Lin, D., Garcı́a, A. J., & Reinhart‐King, C. A. (2016) · Molecular Biology of the Cell · doi:10.1091/mbc.e15-06-0432 · Cited by 73 · see citing works
Self-citationModulation of Cell Motility by Spatial Repositioning of Enzymatic ATP/ADP Exchange Capacity
van Horssen, R., Janssen, E., Peters, W., van de Pasch, L. A., Lindert, M. T., van Dommelen, M. M. T., Linssen, P. C. M., ten Hagen, T. L. M., Fransen, J. A. M., & Wieringa, B. (2008) · Journal of Biological Chemistry · doi:10.1074/jbc.m806974200 · Cited by 67 · see citing works
Paul, C. D., Shea, D. J., Mahoney, M. R., et al. (2016) · The FASEB Journal · doi:10.1096/fj.201500199r · Cited by 51 · see citing works
The motility-proliferation-metabolism interplay during metastatic invasion
Hecht, I., Natan, S., Zaritsky, A., Levine, H., Tsarfaty, I., & Ben‐Jacob, E. (2015) · Scientific Reports · doi:10.1038/srep13538 · Cited by 46 · see citing works
Microfluidic channel for characterizing normal and breast cancer cells
TruongVo, T., Kennedy, R. M., Chen, H. F., Chen, A., Berndt, A., Agarwal, M., Zhu, L., Nakshatri, H., Wallace, J. M., Na, S., et al. (2017) · Journal of Micromechanics and Microengineering · doi:10.1088/1361-6439/aa5bbb · Cited by 43 · see citing works
Substrate Stiffness Regulates PDGF-Induced Circular Dorsal Ruffle Formation Through MLCK
Huynh, J., Bordeleau, F., Kraning-Rush, C. M., & Reinhart‐King, C. A. (2013) · Cellular and Molecular Bioengineering · doi:10.1007/s12195-013-0278-7 · Cited by 36 · see citing works
Self-citationChubinskiy-Nadezhdin, V. I., Efremova, T. N., Khaitlina, S. Y., et al. (2013) · Cell Biology International · doi:10.1002/cbin.10079 · Cited by 30 · see citing works
Guerra, F. S., Sampaio, L. D. S., König, S., et al. (2016) · Translational Medicine Communications · doi:10.1186/s41231-016-0002-4 · Cited by 27 · see citing works
Mechanical decision trees for investigating and modulating single-cell cancer invasion dynamics
Mak, M., & Erickson, D. (2013) · Lab on a Chip · doi:10.1039/c3lc51173a · Cited by 22 · see citing works
Self-citationSubcellular regulation of cancer cell mechanics
Zanotelli, M. R., Bordeleau, F., & Reinhart‐King, C. A. (2017) · Current Opinion in Biomedical Engineering · doi:10.1016/j.cobme.2017.02.001 · Cited by 16 · see citing works
Self-citationYang, Y.-T., Liao, J., Lin, C. K., et al. (2011) · Soft Matter · doi:10.1039/c1sm06180a · Cited by 14 · see citing works
Fan, T. W. ‐., Le, A., Stine, Z. E., et al. (2014) · Cancer & Metabolism · doi:10.1186/2049-3002-2-s1-o10 · Cited by 7 · see citing works
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- 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)
- ORCID
- Venue
- Nature Communications
- Published
- 2019-09-13
- Volume
- 10
- Issue
- 1
- Pages
- 4185-4185
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC6744572
- 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
- Update notices
- correction (2019-12-04)
- Open access
- gold
- doi.org
- 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
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