Characterizing Cellular Biophysical Responses to Stress by Relating Density, Deformability, and Size
Open accessAbstract
Cellular physical properties are important indicators of specific cell states. Although changes in individual biophysical parameters, such as cell size, density, and deformability, during cellular processes have been investigated in great detail, relatively little is known about how they are related. Here, we use a suspended microchannel resonator (SMR) to measure single-cell density, volume, and passage time through a narrow constriction of populations of cells subjected to a variety of environmental stresses. Osmotic stress significantly affects density and volume, as previously shown. In contrast to density and volume, the effect of an osmotic challenge on passage time is relatively small. Deformability, as determined by comparing passage times for cells with similar volume, exhibits a strong dependence on osmolarity, indicating that passage time alone does not always provide a meaningful proxy for deformability. Finally, we find that protein synthesis inhibition, cell-cycle arrest, protein kinase inhibition, and cytoskeletal disruption result in unexpected relationships among deformability, density, and volume. Taken together, our results suggest that by measuring multiple biophysical parameters, one can detect unique characteristics that more specifically reflect cellular behaviors.
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The SMR design and operation were described in earlier work.
“The design and operation of the SMR have been previously described13–15.”
From Drug sensitivity of single cancer cells is predicted by changes in mass accumulation rate (2016) · cites this paper as [14]
The SMR passes single cells in suspension and produces a frequency shift proportional to cell buoyant mass.
“In short, single cells in suspension are passed through the SMR resulting in a frequency shift that is proportional to cell buoyant mass.”
From Drug sensitivity of single cancer cells is predicted by changes in mass accumulation rate (2016) · cites this paper as [14]
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bcl-x, a bcl-2-related gene that functions as a dominant regulator of apoptotic cell death
Boise, L., González‐García, M., Postema, C. E., Ding, L., Lindsten, T., Turka, L. A., Mao, X., Núñez, G., & Thompson, C. B. (1993) · Cell · doi:10.1016/0092-8674(93)90508-n · Cited by 3,089 · see citing works
Log-normal distributions across the sciences: keys and clues
LIMPERT, E., STAHEL, W. A., & ABBT, M. (2001) · BioScience · doi:10.1641/0006-3568(2001)051[0341:lndats]2.0.co;2 · Cited by 2,621 · see citing works
Macromolecular crowding: obvious but underappreciated
Ellis, R. J. (2001) · Trends in Biochemical Sciences · doi:10.1016/s0968-0004(01)01938-7 · Cited by 2,309 · 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
Thoreen, C. C., Kang, S. A., Chang, J. W., Liu, Q., Zhang, J., Gao, Y., Reichling, L. J., Sim, T., Sabatini, D. M., & Gray, N. S. (2009) · Journal of Biological Chemistry · doi:10.1074/jbc.m900301200 · Cited by 1,803 · 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
Dissecting temporal and spatial control of cytokinesis with a myosin II Inhibitor
Straight, A. F., Cheung, A., Limouze, J., Chen, I., Westwood, N. J., Sellers, J. R., & Mitchison, T. J. (2003) · Science · doi:10.1126/science.1081412 · Cited by 1,412 · see citing works
The physics of cancer: the role of physical interactions and mechanical forces in metastasis
Wirtz, D., Κωνσταντόπουλος, Κ., & Searson, P. C. (2011) · Nature reviews. Cancer · doi:10.1038/nrc3080 · Cited by 1,349 · see citing works
Biomechanics and biophysics of cancer cells☆
SURESH, S. (2007) · Acta Biomaterialia · doi:10.1016/j.actbio.2007.04.002 · Cited by 1,284 · see citing works
Weighing of biomolecules, single cells and single nanoparticles in fluid
Burg, T. P., Godin, M., Knudsen, S. M., Shen, W., Carlson, G., Foster, J. S., Babcock, K., & Manalis, S. R. (2007) · Nature · doi:10.1038/nature05741 · Cited by 1,213 · see citing works
Self-citationSuresh, S., Spatz, J. P., Mills, J. P., Micoulet, A., Dao, M., Lim, C. T., Beil, M., & Seufferlein, T. T. W. (2004) · Acta Biomaterialia · doi:10.1016/j.actbio.2004.09.001 · Cited by 878 · see citing works
Hydrodynamic stretching of single cells for large population mechanical phenotyping
Gossett, D. R., Tse, H. T. K., Lee, S. A., Ying, Y., Lindgren, A., Yang, O. O., Rao, J., Clark, A. T., & Carlo, D. D. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1200107109 · Cited by 780 · see citing works
Average protein density is a molecular‐weight‐dependent function
Fischer, H., Polikarpov, I., & Craievich, A. F. (2004) · Protein Science · doi:10.1110/ps.04688204 · Cited by 716 · see citing works
Maeno, E., Ishizaki, Y., Kanaseki, T., Hazama, A., & Okada, Y. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.140216197 · Cited by 703 · see citing works
Chowdhury, F., Na, S., Li, D., Poh, Y., Tanaka, T. S., Wang, F., & Wang, N. (2009) · Nature Materials · doi:10.1038/nmat2563 · Cited by 576 · see citing works
Induction of a Common Pathway of Apoptosis by Staurosporine
Bertrand, R., Solary, É., O'Connor, P., Kohn, K. W., & Pommier, Y. G. (1994) · Experimental Cell Research · doi:10.1006/excr.1994.1093 · Cited by 507 · see citing works
Huang, S., Chen, C. S., & Ingber, D. E. (1998) · Molecular Biology of the Cell · doi:10.1091/mbc.9.11.3179 · Cited by 481 · see citing works
Effects of cytochalasin D and latrunculin B on mechanical properties of cells
Wakatsuki, T., Schwab, B., Thompson, N. C., & Elson, E. L. (2001) · Journal of Cell Science · doi:10.1242/jcs.114.5.1025 · Cited by 471 · see citing works
TOR signalling and control of cell growth
Thomas, G., & Hall, M. N. (1997) · Current Opinion in Cell Biology · doi:10.1016/s0955-0674(97)80078-6 · Cited by 462 · see citing works
How can biochemical reactions within cells differ from those in test tubes?
Minton, A. P. (2006) · Journal of Cell Science · doi:10.1242/jcs.03063 · Cited by 403 · see citing works
Characterizing deformability and surface friction of cancer cells
Byun, S., Son, S., Amodei, D., Cermak, N., Bagnall, J., Kang, J. H., Hecht, V. C., Winslow, M. M., Jacks, T., Mallick, P., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1218806110 · Cited by 364 · see citing works
Self-citationTerada, N., Patel, H. R., Takase, K., Kohno, K., Nairn, A. C., & Gelfand, E. W. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.24.11477 · Cited by 353 · see citing works
Grover, W. H., Bryan, A. K., Diez-Silva, M., Suresh, S., Higgins, J. M., & Manalis, S. R. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1104651108 · Cited by 348 · see citing works
Self-citationBrent, B. (1981) · Plastic & Reconstructive Surgery · doi:10.1097/00006534-198101000-00023 · Cited by 340 · see citing works
How can biochemical reactions within cells differ from those in test tubes?
Minton, A. P. (2015) · Journal of Cell Science · doi:10.1242/jcs.170183 · Cited by 319 · see citing works
Zhou, E. H., Trepat, X., Park, C. Y., Lenormand, G., Oliver, M., Mijailovich, S. M., Hardin, C., Weitz, D. A., Butler, J. P., & Fredberg, J. J. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0901462106 · Cited by 307 · see citing works
Go, W. Y., Liu, X., Roti, M., Liu, F. C., & Ho, S. N. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0403139101 · Cited by 290 · see citing works
Measurement of mass, density, and volume during the cell cycle of yeast
Bryan, A. K., Goranov, A., Amon, A., & Manalis, S. R. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0901851107 · Cited by 278 · see citing works
Self-citationQuantitative Diagnosis of Malignant Pleural Effusions by Single-Cell Mechanophenotyping
Tse, H. T. K., Gossett, D. R., Moon, Y. S., Masaeli, M., Sohsman, M. Y., Ying, Y., Mislick, K., Adams, R. P., Rao, J., & Carlo, D. D. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3006559 · Cited by 267 · see citing works
Rapamycin inhibits mTORC1, but not completely
Thoreen, C. C., & Sabatini, D. M. (2009) · Autophagy · doi:10.4161/auto.5.5.8504 · Cited by 267 · see citing works
Chemotherapy exposure increases leukemia cell stiffness
Lam, W. A., Rosenbluth, M. J., & Fletcher, D. A. (2006) · Blood · doi:10.1182/blood-2006-08-043570 · Cited by 264 · see citing works
The Effects of Osmotic Stress on the Viscoelastic and Physical Properties of Articular Chondrocytes
Guilak, F., Erickson, G. R., & Ting‐Beall, H. P. (2002) · Biophysical Journal · doi:10.1016/s0006-3495(02)75434-9 · Cited by 251 · see citing works
Miermont, A., Waharte, F., Hu, S., McClean, M. N., Bottani, S., Sébastien Léon, A., & Hersen, P. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1215367110 · Cited by 218 · see citing works
González-Cruz, R. D., Fonseca, V. C., & Darling, E. M. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1120349109 · Cited by 207 · see citing works
Schneiderman, R. S., Keret, D., & Maroudas, A. (1986) · Journal of Orthopaedic Research® · doi:10.1002/jor.1100040402 · Cited by 199 · see citing works
Measuring single cell mass, volume, and density with dual suspended microchannel resonators
Bryan, A. K., Hecht, V. C., Shen, W., Payer, K. R., Grover, W. H., & Manalis, S. R. (2013) · Lab on a Chip · doi:10.1039/c3lc51022k · Cited by 186 · see citing works
Self-citationDelgado, F. F., Cermak, N., Hecht, V. C., Son, S., Li, Y., Knudsen, S. M., Olçum, S., Higgins, J. M., Chen, J., Grover, W. H., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0067590 · Cited by 169 · see citing works
Self-citationMultivariate biophysical markers predictive of mesenchymal stromal cell multipotency
Lee, W. C., Shi, H., Poon, Z., Nyan, L. M., Kaushik, T., Shivashankar, G. V., Chan, J. K. Y., Lim, C. T., Han, J., & Vliet, K. J. V. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1402306111 · Cited by 159 · see citing works
mTOR kinase inhibitors as potential cancer therapeutic drugs
Sun, S. (2013) · Cancer Letters · doi:10.1016/j.canlet.2013.06.017 · Cited by 147 · see citing works
Crowding Induced Collective Hydration of Biological Macromolecules over Extended Distances
King, J. T., Arthur, E. J., Brooks, C. L., & Kubarych, K. J. (2013) · Journal of the American Chemical Society · doi:10.1021/ja407858c · Cited by 145 · see citing works
Tee, A. R., & Proud, C. G. (2002) · Molecular and Cellular Biology · doi:10.1128/mcb.22.6.1674-1683.2002 · Cited by 139 · see citing works
Cycloheximide-induced T-cell Death Is Mediated by a Fas-associated Death Domain-dependent Mechanism
Tang, D., Lahti, J. M., Grenet, J. A., & Kidd, V. J. (1999) · Journal of Biological Chemistry · doi:10.1074/jbc.274.11.7245 · Cited by 135 · see citing works
Pietuch, A., Brückner, B. R., & Janshoff, A. (2012) · Biochimica et Biophysica Acta (BBA) - Molecular Cell Research · doi:10.1016/j.bbamcr.2012.11.006 · Cited by 132 · see citing works
The osmotic sensitivity of isolated and in situ bovine articular chondrocytes
Bush, P. G., & Hall, A. C. (2001) · Journal of Orthopaedic Research® · doi:10.1016/s0736-0266(01)00013-4 · Cited by 122 · see citing works
Bruno, S., Ardelt, B. K., Skierski, J., Traganos, F., & Darżynkiewicz, Z. (1992) · PubMed · Cited by 114 · see citing works
A WASp–VASP complex regulates actin polymerization at the plasma membrane
Castellano, F., Clainche, C. L., Patin, D., Carlier, M., & Chavrier, P. (2001) · The EMBO Journal · doi:10.1093/emboj/20.20.5603 · Cited by 113 · see citing works
Get round and stiff for mitosis
Théry, M., & Bornens, M. (2008) · HFSP journal · doi:10.2976/1.2895661 · Cited by 110 · see citing works
Efficient Mammalian Protein Synthesis Requires an Intact F-Actin System
Stapulionis, R., Kolli, S., & Deutscher, M. P. (1997) · Journal of Biological Chemistry · doi:10.1074/jbc.272.40.24980 · Cited by 109 · see citing works
Advances in high-throughput single-cell microtechnologies
Weaver, W. M., Tseng, P., Kunze, A., Masaeli, M., Chung, A. J., Dudani, J. S., Kittur, H., Kulkarni, R. P., & Carlo, D. D. (2013) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2013.09.005 · Cited by 103 · see citing works
Mechanical dynamics of single cells during early apoptosis
Pelling, A. E., Veraitch, F. S., Chu, C. P., Mason, C., & Horton, M. A. (2009) · Cell Motility and the Cytoskeleton · doi:10.1002/cm.20391 · Cited by 93 · see citing works
Bathe, M., SHIRAI, A., Doerschuk, C. M., & Kamm, R. D. (2002) · Biophysical Journal · doi:10.1016/s0006-3495(02)73955-6 · Cited by 85 · see citing works
Laporte, J. D., Moore, P. E., Panettieri, R. A., Moeller, W., Heyder, J., & Shore, S. A. (1998) · American Journal of Physiology-Lung Cellular and Molecular Physiology · doi:10.1152/ajplung.1998.275.3.l491 · Cited by 82 · see citing works
Kuehn, H. S., Jung, M.-Y., Beaven, M. A., Metcalfe, D. D., & Gilfillan, A. M. (2010) · Journal of Biological Chemistry · doi:10.1074/jbc.m110.164772 · Cited by 77 · see citing works
Influence of physicochemical factors on rheology of human neutrophils
Sung, K. L. P., Schmid‐Schönbein, G. W., Skalak, R., Schuessler, G. B., Usami, S., & Chien, S. (1982) · Biophysical Journal · doi:10.1016/s0006-3495(82)84495-0 · Cited by 60 · see citing works
Atomic force microscopy analysis of cell volume regulation
Spagnoli, C., Beyder, A., Besch, S. R., & Sachs, F. (2008) · Physical Review E · doi:10.1103/physreve.78.031916 · Cited by 60 · see citing works
Cell cycle-dependence of HL-60 cell deformability
Tsai, M. A., Waugh, R. E., & Keng, P. C. (1996) · Biophysical Journal · doi:10.1016/s0006-3495(96)79768-0 · Cited by 60 · see citing works
Staurosporine inhibits phosphorylation of translational regulators linked to mTOR
Tee, A. R., & Proud, C. G. (2001) · Cell Death and Differentiation · doi:10.1038/sj.cdd.4400876 · Cited by 57 · see citing works
Macromolecular crowding and its role as intracellular signalling of cell volume regulation
Al‐Habori, M. (2001) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/s1357-2725(01)00058-9 · Cited by 56 · see citing works
Membrane Stiffness of Animal Cells Challenged by Osmotic Stress
Steltenkamp, S., Rommel, C. E., Wegener, J., & Janshoff, A. (2006) · Small · doi:10.1002/smll.200600018 · Cited by 51 · see citing works
Liu, X., Yang, J., Zhang, S. S.-M., Liu, X., & Liu, D. X. (2010) · BMC Cancer · doi:10.1186/1471-2407-10-684 · Cited by 48 · see citing works
Regulatory volume increase (RVI) by in situ and isolated bovine articular chondrocytes
Kerrigan, M. J. P., Hook, C. S. V., Qusous, A., & Hall, A. C. (2006) · Journal of Cellular Physiology · doi:10.1002/jcp.20758 · Cited by 44 · see citing works
Gabriele, S., Versaevel, M., Preira, P., & Théodoly, O. (2010) · Lab on a Chip · doi:10.1039/c002257h · Cited by 39 · see citing works
Anderson, N. G., Ww, H., Barber, A. A., Ct, R., & Candler, E. L. (1966) · PubMed · Cited by 37 · see citing works
Mattson, M. P., & Furukawa, K. (1997) · APOPTOSIS · doi:10.1023/a:1026433019210 · Cited by 32 · see citing works
Xu, J., Millard, M., Ren, X., Cox, Ó. T., & Erdreich‐Epstein, A. (2010) · Blood · doi:10.1182/blood-2009-05-223776 · Cited by 28 · see citing works
The buoyant density of DNA and the G + C content
Panijpan, B. (1977) · Journal of Chemical Education · doi:10.1021/ed054p172 · Cited by 17 · see citing works
Okuda, A., & Kimura, G. (1988) · Journal of Cell Science · doi:10.1242/jcs.91.2.295 · Cited by 12 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [4]4. [Weaver, W. M., P. Tseng, . , D. Di Carlo. 2014. Advances in highthroughput single-cell microtechnologies. Curr. Opin. Biotechnol. 25:114-123.](http://refhub.elsevier.com/S0006-3495(15)00894-2/sref4)
- [12]12. [Grover, W. H., A. K. Bryan, . , S. R. Manalis. 2011. Measuring singlecell density. Proc. Natl. Acad. Sci. USA. 108:10992-10996.](http://refhub.elsevier.com/S0006-3495(15)00894-2/sref12)
- [32]32. [Panijpan, B. 1977. The buoyant density of DNA and the G þ Ccontent. J. Chem. Educ. 54:172-173.](http://refhub.elsevier.com/S0006-3495(15)00894-2/sref32)
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Urbanska, M., Munoz, H. E., Bagnall, J., Otto, O., Manalis, S. R., Carlo, D. D., & Guck, J. R. (2020) · Nature Methods · doi:10.1038/s41592-020-0818-8 · Cited by 280 · see citing works
Self-citationMagnetic Levitation in Chemistry, Materials Science, and Biochemistry
Ge, S., Nemiroski, A., Mirica, K. A., Mace, C. R., Hennek, J. W., Kumar, A. A., & Whitesides, G. M. (2019) · Angewandte Chemie International Edition · doi:10.1002/anie.201903391 · Cited by 127 · see citing works
Drug sensitivity of single cancer cells is predicted by changes in mass accumulation rate
Stevens, M. M., Maire, C. L., Chou, N., Murakami, M. A., Knoff, D. S., Kikuchi, Y., Kimmerling, R. J., Liu, H., Haidar, S., Calistri, N. L., et al. (2016) · Nature Biotechnology · doi:10.1038/nbt.3697 · Cited by 106 · see citing works
Self-citationA mechano-osmotic feedback couples cell volume to the rate of cell deformation
Venkova, L. S., Vishen, A. S., Lembo, S., Srivastava, N., Duchamp, B., Ruppel, A., Williart, A., Vassilopoulos, S., Deslys, A., ARCOS, J. M. G., et al. (2022) · eLife · doi:10.7554/elife.72381 · Cited by 102 · see citing works
Gross-Rother, J., Blech, M., Preis, E., Bakowsky, U., & Garidel, P. (2020) · Pharmaceutics · doi:10.3390/pharmaceutics12111112 · Cited by 75 · see citing works
Siu, D. M. D., Lee, K. C. M., Lo, M. C. K., Stassen, S. V., Wang, M., Zhang, I. Z. Q., So, H. K., Chan, G., Cheah, K. S. E., Wong, K. K. Y., et al. (2020) · Lab on a Chip · doi:10.1039/d0lc00542h · Cited by 52 · see citing works
Determining therapeutic susceptibility in multiple myeloma by single-cell mass accumulation
Çetin, A. E., Stevens, M. M., Calistri, N. L., Fulciniti, M., Olçum, S., Kimmerling, R. J., Munshi, N. C., & Manalis, S. R. (2017) · Nature Communications · doi:10.1038/s41467-017-01593-2 · Cited by 50 · see citing works
Self-citationBiophysical changes reduce energetic demand in growth factor–deprived lymphocytes
Hecht, V. C., Sullivan, L. B., Kimmerling, R. J., Kim, D., Hosios, A. M., Stockslager, M. A., Stevens, M. M., Kang, J. H., Wirtz, D., Heiden, M. G. V., et al. (2016) · The Journal of Cell Biology · doi:10.1083/jcb.201506118 · Cited by 27 · see citing works
Self-citationDestro, F., Wu, W., Srinivasan, P., Joseph, J., Bal, V., Neufeld, C. I., Wolfrum, J. M., Manalis, S. R., Sinskey, A. J., Springs, S. L., et al. (2024) · Biotechnology Advances · doi:10.1016/j.biotechadv.2024.108433 · Cited by 26 · see citing works
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Figueroa, B., Xu, F. X., Hu, R., Men, S., & Fu, D. (2022) · The Journal of Physical Chemistry B · doi:10.1021/acs.jpcb.2c04355 · Cited by 18 · see citing works
Murase, S., Sakitani, N., Maekawa, T., Yoshino, D., Takano, K., Konno, A., Hirai, H., Saito, T., Tanaka, S., Shinohara, K., et al. (2023) · Nature Biomedical Engineering · doi:10.1038/s41551-023-01061-x · Cited by 18 · see citing works
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Wu, W., Ishamuddin, S. H., Quinn, T. W., Yerrum, S., Zhang, Y., Debaize, L. L., Kao, P.-L., Duquette, S. M., Murakami, M. A., Mohseni, M., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.04.25.591092 · Cited by 6 · see citing works
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Zakeri, M., & Sahebari, S. M. S. (2017) · Microsystem Technologies · doi:10.1007/s00542-017-3478-6 · Cited by 4 · see citing works
Magnetische Levitation in Chemie, Materialwissenschaft und Biochemie
Ge, S., Nemiroski, A., Mirica, K. A., Mace, C. R., Hennek, J. W., Kumar, A. A., & Whitesides, G. M. (2019) · Angewandte Chemie · doi:10.1002/ange.201903391 · Cited by 4 · see citing works
Michel, J., Nolin, F., Wortham, L., Lalun, N., Tchelidze, P., Banchet, V., Terryn, C., & Ploton, D. (2019) · Nanotheranostics · doi:10.7150/ntno.31878 · Cited by 4 · see citing works
Lewis, C. L., SENECAL, A. G., Wiederoder, M. S., & Lewis, B. M. (2022) · Current Microbiology · doi:10.1007/s00284-022-02764-1 · Cited by 1 · see citing works
Murakami, M. A. (2016) · Digital Access to Scholarship at Harvard (DASH) (Harvard University)
Biosensors for single-cell mechanical characterization
Liang, M., Zhong, J., & Ai, Y. (2021) · Elsevier eBooks · doi:10.1016/b978-0-323-89841-6.00006-2
Numerical Modelling of Tumor Transport in Fluid Flows
Ahmed, M., Nguyen, T. T., Akerkouch, L., Tavasso, M., Bordoloi, A., & Le, T. B. (2025) · Design of Medical Devices Conference (DMD) · doi:10.1115/dmd2025-1060
Enhancing cell characterization via hydrodynamic compression in suspended microchannel resonators
Martín-Pérez, A., & Ramos, D. (2025) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2025.117161
The impacts of shape in lateral migration of cancer cells in a microchannelPreprint
Ahmed, M., Akerkouch, L., Haage, A., & Le, T. B. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.11.19.689215
- Authors
- Byun, S., Hecht, V. C., & Manalis, S. R.
- Affiliations
- Koch Institute for Integrative Cancer Research At MIT (US)
- Massachusetts Institute of Technology (US)
- Corresponding author
- Manalis, Scott R.
- Venue
- Biophysical Journal
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 109
- Issue
- 8
- Pages
- 1565-1573
- ISSN
- 0006-3495 (ISSN-L)
- PMC
- PMC4624161
- OpenAlex
- W1794742234
- Cited by
- 34
- References
- 67
- Citations by year
- 2025: 4 · 2024: 3 · 2023: 3 · 2022: 7 · 2021: 4 · 2020: 4 · 2019: 3 · 2018: 1 · 2017: 2 · 2016: 3
- FWCI
- 1.07
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Biophysical Journal (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc-nd)
- Funders
- U.S. Public Health Service (26697290-47281-A)
- National Cancer Institute (U54CA143874, U54CA151459)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular Mechanics and Interactions
- Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Bio-sensing Technologies
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Force Microscopy Techniques and Applications
- Keywords
- cell deformability, cell density, cell volume, osmotic stress, suspended microchannel resonators, passage time, cell size, protein synthesis inhibition, cell cycle arrest, protein kinase inhibition, cytoskeleton disruption, cellular stress response
- MeSH terms
- Animals, Cell Line, Liver, Osmotic Pressure, Stress, Physiological, Microfluidics, Microfluidic Analytical Techniques, Cell Size, Mice
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