Abstract
A critical step in metastases formation is cancer-cell invasion through tissue. During invasion, cells change morphology and apply forces to their surroundings. We have previously shown that single, metastatic breast-cancer cells will mechanically indent a synthetic, impenetrable polyacrylamide gel with physiological-stiffness in attempted invasion; benign breast cells do not indent the gels. In solid tumors, e.g., breast cancers, metastases occur predominantly by collective cell-invasion. Thus, here we evaluate the effects of cell proximity on mechanical invasiveness, specifically through changes in gel indention. Gel indentation is induced by 56, 33 and 2% (in >1000 cells), respectively, of adjacent high metastatic potential (MP), low MP and benign breast cells, being double the amounts observed in single, well-separated cells. Single cells exhibited a distribution of indentation depths below 10 µm, while adjacent cells also showed a second peak of deeper indentations. The second peak included 65% of indenting high MP cells as compared to 15% in the low MP cells, illustrating the difference in their invasiveness. Thus, proximity of the metastatic cells enhances their mechanical ability to invade, demonstrating why collective cancer-cell migration is likely more efficient. This could potentially provide a rapid, quantitative approach to identify metastatic cells, and to determine their metastatic potential.
Similar content being viewed by others
References
Abidine, Y., V. Laurent, R. Michel, A. Duperray, L. I. Palade, and C. Verdier. Physical properties of polyacrylamide gels probed by AFM and rheology. Europhys. Lett. 109:38003, 2015.
Abuhattum, S., A. Gefen, and D. Weihs. Ratio of total traction force to projected cell area is preserved in differentiating adipocytes. Integr. Biol. 7:1212–1217, 2015.
Acerbi, I., L. Cassereau, I. Dean, Q. Shi, A. Au, C. Park, Y. Y. Chen, J. Liphardt, E. S. Hwang, and V. M. Weaver. Human breast cancer invasion and aggression correlates with ECM stiffening and immune cell infiltration. Integr. Biol. 7:1120–1134, 2015.
Ahearne, M. Introduction to cell-hydrogel mechanosensing. Interface Focus 4:20130038, 2014.
Albini, A., and R. Benelli. The chemoinvasion assay: a method to assess tumor and endothelial cell invasion and its modulation. Nat. Protoc. 2:504–511, 2007.
Albini, A., Y. Iwamoto, H. K. Kleinman, G. R. Martin, S. A. Aaronson, J. M. Kozlowski, and R. N. McEwan. A rapid in vitro assay for quantitating the invasive potential of tumor cells. Cancer Res. 47:3239–3245, 1987.
Alvarez-Elizondo, M. B., and D. Weihs. Cell-gel mechanical interactions as an approach to rapidly and quantitatively reveal invasive subpopulations of metastatic cancer cells. Tissue Eng. Part C: Methods 2017. doi:10.1089/ten.TEC.2016.0424.
Boudou, T., J. Ohayon, C. Picart, R. I. Pettigrew, and P. Tracqui. Nonlinear elastic properties of polyacrylamide gels: implications for quantification of cellular forces. Biorheology 46:191–205, 2009.
Butler, J. P., I. M. Tolic-Norrelykke, B. Fabry, and J. J. Fredberg. Traction fields, moments, and strain energy that cells exert on their surroundings. Am. J. Physiol. Physiol. 282:C595–C605, 2002.
Buxboim, A., K. Rajagopal, A. E. X. Brown, and D. E. Discher. How deeply cells feel: methods for thin gels. J. Phys.: Condens. Matter 22(19):194116, 2010.
Califano, J. P., and C. A. Reinhart-King. Substrate stiffness and cell area predict cellular traction stresses in single cells and cells in contact. Cell. Mol. Bioeng. 3:68–75, 2010.
Cheung, K. J., E. Gabrielson, Z. Werb, and A. J. Ewald. Collective invasion in breast cancer requires a conserved basal epithelial program. Cell 155:1639–1651, 2013.
Clark, A. G., and D. M. Vignjevic. Modes of cancer cell invasion and the role of the microenvironment. Curr. Opin. Cell Biol. 36:13–22, 2015.
Cross, S. E., Y. S. Jin, J. Rao, and J. K. Gimzewski. Nanomechanical analysis of cells from cancer patients. Nat. Nanotechnol. 2:780–783, 2007.
Delanoe-Ayari, H., J. P. Rieu, and M. Sano. 4D traction force microscopy reveals asymmetric cortical forces in migrating dictyostelium cells. Phys. Rev. Lett. 105:248103, 2010.
Discher, D., C. Dong, J. J. Fredberg, F. Guilak, D. Ingber, P. Janmey, R. D. Kamm, G. W. Schmid-Schonbein, and S. Weinbaum. Biomechanics: cell research and applications for the next decade. Ann. Biomed. Eng. 37:847–859, 2009.
Dvir, L., R. Nissim, M. B. Alvarez-Elizondo, and D. Weihs. Quantitative measures to reveal coordinated cytoskeleton-nucleus reorganization during in vitro invasion of cancer cells. New J. Phys. 17:43010, 2015.
Edwards, L. J. Modern statistical techniques for the analysis of longitudinal data in biomedical research. Pediatr. Pulmonol. 30:330–344, 2000.
Fidler, I. J. The relationship of embolic homogeneity, number, size and viability to the incidence of experimental metastasis. Eur. J. Cancer 9:223–227, 1973.
Friedl, P., Y. Hegerfeldt, and M. Tusch. Collective cell migration in morphogenesis and cancer. Int. J. Dev. Biol. 48:441–449, 2004.
Friedl, P., J. Locker, E. Sahai, and J. E. Segall. Classifying collective cancer cell invasion. Nat. Cell Biol. 14:777–783, 2012.
Friedl, P., and K. Wolf. Tumour-cell invasion and migration: diversity and escape mechanisms. Nat. Rev. Cancer 3:362–374, 2003.
Friedl, P., and K. Wolf. Tube travel: the role of proteases in individual and collective cancer cell invasion. Cancer Res. 68:7247–7249, 2008.
Fu, J., Y. K. Wang, M. T. Yang, R. A. Desai, X. Yu, Z. Liu, and C. S. Chen. Mechanical regulation of cell function with geometrically modulated elastomeric substrates. Nat. Methods 7:733–736, 2010.
Gal, N., S. Massalha, O. Samuelly-Nafta, and D. Weihs. Effects of particle uptake, encapsulation, and localization in cancer cells on intracellular applications. Med. Eng. Phys. 37:478–483, 2015.
Gal, N., and D. Weihs. Intracellular mechanics and activity of breast cancer cells correlate with metastatic potential. Cell Biochem. Biophys. 63:199–209, 2012.
Giannelli, G., J. Falk-Marzillier, O. Schiraldi, W. G. Stetler-Stevenson, and V. Quaranta. Induction of cell migration by matrix metalloprotease-2 cleavage of laminin-5. Science 277:225–228, 1997.
Goldstein, D., T. Elhanan, M. Aronovitch, and D. Weihs. Origin of active transport in breast-cancer cells. Soft Matter 9:7167–7173, 2013.
Gritsenko, P. G., O. Ilina, and P. Friedl. Interstitial guidance of cancer invasion. J. Pathol. 226:185–199, 2012.
Guck, J., S. Schinkinger, B. Lincoln, F. Wottawah, S. Ebert, M. Romeyke, D. Lenz, H. M. Erickson, R. Ananthakrishnan, D. Mitchell, J. Kas, S. Ulvick, and C. Bilby. Optical deformability as an inherent cell marker for testing malignant transformation and metastatic competence. Biophys. J . 88:3689–3698, 2005.
Hur, S. S., Y. H. Zhao, Y. S. Li, E. Botvinick, and S. Chien. Live cells Exert 3-dimensional traction forces on their substrata. Cell. Mol. Bioeng. 2:425–436, 2009.
Ilina, O., and P. Friedl. Mechanisms of collective cell migration at a glance. J. Cell Sci. 122:3203–3208, 2009.
Indra, I., and K. A. Beningo. An in vitro correlation of metastatic capacity, substrate rigidity, and ECM composition. J. Cell. Biochem. 112:3151–3158, 2011.
Katira, P., R. T. Bonnecaze, and M. H. Zaman. Modeling the mechanics of cancer: effect of changes in cellular and extra-cellular mechanical properties. Front Oncol. 3:145, 2013.
Koch, T. M., S. Munster, N. Bonakdar, J. P. Butler, and B. Fabry. 3D Traction forces in cancer cell invasion. PLoS ONE 7:e33476, 2012.
Kraning-Rush, C. M., J. P. Califano, and C. A. Reinhart-King. Cellular traction stresses increase with increasing metastatic potential. PLoS ONE 7:e32572, 2012.
Krishnan, R., D. D. Klumpers, C. Y. Park, K. Rajendran, X. Trepat, J. van Bezu, V. W. M. van Hinsbergh, C. V. Carman, J. D. Brain, J. J. Fredberg, J. P. Butler, and G. P. V. Amerongen. Substrate stiffening promotes endothelial monolayer disruption through enhanced physical forces. Am. J. Physiol. Physiol. 300:C146–C154, 2011.
Kristal-Muscal, R., L. Dvir, M. Schvartzer, and D. Weihs. Mechanical interaction of metastatic cancer cells with a soft gel. Procedia IUTAM 12:211–219, 2015.
Kristal-Muscal, R., L. Dvir, and D. Weihs. Metastatic cancer cells tenaciously indent impenetrable, soft substrates. New J. Phys. 15:35022, 2013.
Kumar, S., and V. M. Weaver. Mechanics, malignancy, and metastasis: the force journey of a tumor cell. Cancer Metastasis Rev. 28:113–127, 2009.
Lammermann, T., and M. Sixt. Mechanical modes of “amoeboid” cell migration. Curr. Opin. Cell Biol. 21:636–644, 2009.
Lautscham, L. A. A., C. Kammerer, J. R. R. Lange, T. Kolb, C. Mark, A. Schilling, P. L. L. Strissel, R. Strick, C. Gluth, A. C. C. Rowat, C. Metzner, B. Fabry, C. Kämmerer, J. R. R. Lange, T. Kolb, C. Mark, A. Schilling, P. L. L. Strissel, R. Strick, C. Gluth, A. C. C. Rowat, C. Metzner, and B. Fabry. Migration in confined 3D environments is determined by a combination of adhesiveness, nuclear volume, contractility, and cell stiffness. Biophys. J . 109:900–913, 2015.
Levental, I., P. C. Georges, and P. A. Janmey. Soft biological materials and their impact on cell function. Soft Matter 3:299–306, 2007.
Levental, K. R., H. Yu, L. Kass, J. N. Lakins, M. Egeblad, J. T. Erler, S. F. Fong, K. Csiszar, A. Giaccia, W. Weninger, M. Yamauchi, D. L. Gasser, and V. M. Weaver. Matrix crosslinking forces tumor progression by enhancing integrin signaling. Cell 139:891–906, 2009.
Lo, C. M., H. B. Wang, M. Dembo, and Y. L. Wang. Cell movement is guided by the rigidity of the substrate. Biophys. J . 79:144–152, 2000.
Maskarinec, S. A., C. Franck, D. A. Tirrell, and G. Ravichandran. Quantifying cellular traction forces in three dimensions. Proc. Natl Acad. Sci. U. S. A. 106:22108–22113, 2009.
Massalha, S., and D. Weihs. Metastatic breast cancer cells adhere strongly on varying stiffness substrates, initially without adjusting their morphology. Biomech. Model. Mechanobiol. 2016. doi:10.1007/s10237-016-0864-4.
Menon, S., and K. A. Beningo. Cancer cell invasion is enhanced by applied mechanical stimulation. PLoS ONE 6:e17277, 2011.
Oyen, M. L. Mechanical characterisation of hydrogel materials. Int. Mater. Rev. 59:44–59, 2014.
Pankova, K., D. Rosel, M. Novotny, and J. Brabek. The molecular mechanisms of transition between mesenchymal and amoeboid invasiveness in tumor cells. Cell. Mol. Life Sci. 67:63–71, 2010.
Patsialou, A., J. J. Bravo-Cordero, Y. Wang, D. Entenberg, H. Liu, M. Clarke, and J. S. Condeelis. Intravital multiphoton imaging reveals multicellular streaming as a crucial component of in vivo cell migration in human breast tumors. Intravital 2:e25294, 2013.
Pelham, R. J., and Y. L. Wang. Cell locomotion and focal adhesions are regulated by substrate flexibility. Proc. Natl Acad. Sci. U. S. A. 94:13661–13665, 1997.
Raupach, C., D. P. Zitterbart, C. T. Mierke, C. Metzner, F. A. Muller, and B. Fabry. Stress fluctuations and motion of cytoskeletal-bound markers. Phys. Rev. E 76:11918, 2007.
Sahai, E., and C. J. Marshall. Differing modes of tumour cell invasion have distinct requirements for Rho/ROCK signalling and extracellular proteolysis. Nat. Cell Biol. 5:711–719, 2003.
Sawicki, W., and S. Moskalewski. Hoechst 33342 staining coupled with conventional histological technique. Stain Technol. 64:191–196, 1989.
Sen, S., A. J. Engler, and D. E. Discher. Matrix strains induced by cells: computing how far cells can feel. Cell. Mol. Bioeng. 2:39–48, 2009.
Solon, J., I. Levental, K. Sengupta, P. C. Georges, and P. A. Janmey. Fibroblast adaptation and stiffness matching to soft elastic substrates. Biophys. J . 93:4453–4461, 2007.
Stowers, R. S., S. C. Allen, K. Sanchez, C. L. Davis, N. D. Ebelt, C. Van Den Berg, and L. J. Suggs. Extracellular matrix stiffening induces a malignant phenotypic transition in breast epithelial cells. Cell. Mol. Bioeng. 2016. doi:10.1007/s12195-016-0468-1.
Swaminathan, V., K. Mythreye, E. T. O’Brien, A. Berchuck, G. C. Blobe, and R. Superfine. Mechanical stiffness grades metastatic potential in patient tumor cells and in cancer cell lines. Cancer Res. 71:5075–5080, 2011.
Trepat, X., B. Fabry, and J. J. Fredberg. Pulling it together in three dimensions. Nat. Methods 7:963–965, 2010.
Wagoner Johnson, A., and B. A. Harley. Mechanobiology of Cell–Cell and Cell–Matrix Interactions. New York: Springer, p. 319, 2011.
Weston, S. A., and C. R. Parish. New fluorescent dyes for lymphocyte migration studies. Analysis by flow cytometry and fluorescence microscopy. J. Immunol. Methods 133:87–97, 1990.
Wolf, K., Y. I. Wu, Y. Liu, J. Geiger, E. Tam, C. Overall, M. S. Stack, and P. Friedl. Multi-step pericellular proteolysis controls the transition from individual to collective cancer cell invasion. Nat. Cell Biol. 9:893–904, 2007.
Acknowledgments
The authors thank Mrs. Rakefet Rozen for her assistance in analyzing the results. The work was partially supported by The Technion EVPR Funds—The Elias Fund for Medical Research and The Karbeling Fund for Bio-Medical Engineering Research, and also by a grant from the Ministry of Science, Technology and Space, Israel, and the National Science Council (NSC) of Taiwan.
Author information
Authors and Affiliations
Corresponding author
Additional information
Associate Editor Aleksander S. Popel oversaw the review of this article.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Merkher, Y., Weihs, D. Proximity of Metastatic Cells Enhances Their Mechanobiological Invasiveness. Ann Biomed Eng 45, 1399–1406 (2017). https://doi.org/10.1007/s10439-017-1814-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10439-017-1814-8