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Live-cell mass profiling: an emerging approach in quantitative biophysics
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Cell mass, volume and growth rate are tightly controlled biophysical parameters in cellular development and homeostasis, and pathological cell growth defines cancer in metazoans. The first measurements of cell mass were made in the 1950s, but only recently have advances in computer science and microfabrication spurred the rapid development of precision mass-quantifying approaches. Here we discuss available techniques for quantifying the mass of single live cells with an emphasis on relative features, capabilities and drawbacks for different applications.
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Cites
CRC Handbook of Chemistry and Physics
(2014) · doi:10.1201/b17118 · Cited by 57,706
GABOR, D. (1948) · Nature · doi:10.1038/161777a0 · Cited by 4,548
Two-Dimensional Phase Unwrapping: Theory, Algorithms, and Software
Ghiglia, D. C., & Pritt, M. D. (1998) · Medical Entomology and Zoology · Cited by 2,031
(1961) · Elsevier eBooks · doi:10.1016/b978-0-12-395584-5.x5001-x · Cited by 1,609
Prescher, J. A., & Bertozzi, C. R. (2005) · Nature Chemical Biology · doi:10.1038/nchembio0605-13 · Cited by 1,456
A Whole-Cell Computational Model Predicts Phenotype from Genotype
Karr, J. R., Sanghvi, J. C., Macklin, D. N., Gutschow, M. V., Jacobs, J. M., Bolival, B., Assad-Garcia, N., Glass, J. I., & Covert, M. W. (2012) · Cell · doi:10.1016/j.cell.2012.05.044 · Cited by 1,300 · cited 1×
“Finally, recent work on whole-cell modeling used cell dry mass as a global readout over the cell cycle 72 , suggesting that cell mass measurements may play a role in validating computational modeling efforts.”
Marquet, P., Rappaz, B., Magistretti, P. J., Cuche, E., Emery, Y., Colomb, T., & Depeursinge, C. (2005) · Optics Letters · doi:10.1364/ol.30.000468 · Cited by 1,254
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
Choi, W., Fang-Yen, C., Badizadegan, K., Oh, S., Lue, N., Dasari, R. R., & Feld, M. S. (2007) · Nature Methods · doi:10.1038/nmeth1078 · Cited by 955
Coordination of growth with cell division in the yeast
JOHNSTON, G., PRINGLE, J., & HARTWELL, L. (1977) · Experimental Cell Research · doi:10.1016/0014-4827(77)90154-9 · Cited by 827
Coincidence, coevolution, or causation? DNA content, cellsize, and the C‐value enigma
GREGORY, T. R. (2001) · Biological Reviews · doi:10.1111/j.1469-185x.2000.tb00059.x · Cited by 730
Cotte, Y., Toy, M. F., Jourdain, P., Pavillon, N., Boss, D., Magistretti, P. J., Marquet, P. P., & Depeursinge, C. D. (2013) · Nature Photonics · doi:10.1038/nphoton.2012.329 · Cited by 617
How Cells Coordinate Growth and Division
Jorgensen, P., & Tyers, M. (2004) · Current Biology · doi:10.1016/j.cub.2004.11.027 · Cited by 571
Effect of pH and Ionic Strength on the Spectrophotometric Assessment of Nucleic Acid Purity
Wilfinger, W. W., Mackey, K., & Chomczynski, P. (1997) · BioTechniques · doi:10.2144/97223st01 · Cited by 553
Quadriwave lateral shearing interferometry for quantitative phase microscopy of living cells
Bon, P., Maucort, G., Wattellier, B., & Monneret, S. (2009) · Optics Express · doi:10.1364/oe.17.013080 · Cited by 546
Optical imaging of cell mass and growth dynamics
Popescu, G., Park, Y., Lue, N., Best-Popescu, C., Deflores, L., Dasari, R. R., Feld, M. S., & Badizadegan, K. (2008) · American Journal of Physiology-Cell Physiology · doi:10.1152/ajpcell.00121.2008 · Cited by 518
On the Distribution of Protein Refractive Index Increments
Zhao, H., Brown, P. H., & Schuck, P. (2011) · Biophysical Journal · doi:10.1016/j.bpj.2011.03.004 · Cited by 517
Single cell detection with micromechanical oscillators
Ilic, B., Czaplewski, D., Zalalutdinov, M., Craighead, H. G., Neuzil, P., Campagnolo, C., & Batt, C. (2001) · Journal of Vacuum Science & Technology B: Microelectronics and Nanometer Structures Processing, Measurement, and Phenomena · doi:10.1116/1.1421572 · Cited by 443
Interference Microscopy and Mass Determination
BARER, R. (1952) · Nature · doi:10.1038/169366b0 · Cited by 433
Optical measurement of cycle-dependent cell growth
Mir, M., Wang, Z., Shen, Z., Bednarz, M., Bashir, R., Golding, I., Prasanth, S. G., & Popescu, G. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1100506108 · Cited by 409
Cell Growth and Size Homeostasis in Proliferating Animal Cells
Tzur, A., Kafri, R., LeBleu, V. S., Lahav, G., & Kirschner, M. W. (2009) · Science · doi:10.1126/science.1174294 · Cited by 402
Using buoyant mass to measure the growth of single cells
Godin, M., Delgado, F. F., Son, S., Grover, W. H., Bryan, A. K., Tzur, A., Jorgensen, P., Payer, K., Grossman, A. D., Kirschner, M. W., et al. (2010) · Nature Methods · doi:10.1038/nmeth.1452 · Cited by 394
Lloyd, A. C. (2013) · Cell · doi:10.1016/j.cell.2013.08.053 · Cited by 393
Multiple phases of chondrocyte enlargement underlie differences in skeletal proportions
Cooper, K. L., Oh, S., Sung, Y., Dasari, R. R., Kirschner, M. W., & Tabin, C. J. (2013) · Nature · doi:10.1038/nature11940 · Cited by 375
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 355
Biosensing using dynamic-mode cantilever sensors: A review
Johnson, B. N., & Mutharasan, R. (2012) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2011.10.054 · Cited by 314
Diffraction phase microscopy with white light
Bhaduri, B., Pham, H., Mir, M., & Popescu, G. (2012) · Optics Letters · doi:10.1364/ol.37.001094 · Cited by 304
Mitchison, J. M. (1957) · Experimental Cell Research · doi:10.1016/0014-4827(57)90005-8 · Cited by 284
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
Linear phase imaging using differential interference contrast microscopy
Arnison, M. R., Larkin, K. G., Sheppard, C. J. R., Smith, N. I., & Cogswell, C. J. (2004) · Journal of Microscopy · doi:10.1111/j.0022-2720.2004.01293.x · Cited by 271
Dynamics extracted from fixed cells reveal feedback linking cell growth to cell cycle
Kafri, R., Levy, J., Ginzberg, M. B., Oh, S., Lahav, G., & Kirschner, M. W. (2013) · Nature · doi:10.1038/nature11897 · Cited by 232
Direct observation of mammalian cell growth and size regulation
Son, S., Tzur, A., Weng, Y., Jorgensen, P., Kim, J., Kirschner, M. W., & Manalis, S. R. (2012) · Nature Methods · doi:10.1038/nmeth.2133 · Cited by 220
Interference Microscopy and Mass Determination
DAVIES, H. G., & WILKINS, M. H. F. (1952) · Nature · doi:10.1038/169541a0 · Cited by 209
Conlon, I., & Raff, M. (2003) · Journal of Biology · doi:10.1186/1475-4924-2-7 · Cited by 207
Measurement of adherent cell mass and growth
Park, K., Millet, L. J., Kim, N., Li, H., Jin, X., Popescu, G., Aluru, N. R., Hsia, K. J., & Bashir, R. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1011365107 · Cited by 194
Early Cell Death Detection with Digital Holographic Microscopy
Pavillon, N., Kühn, J., Moratal, C., Jourdain, P., Depeursinge, C., Magistretti, P. J., & Marquet, P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0030912 · Cited by 192
Toward Attogram Mass Measurements in Solution with Suspended Nanochannel Resonators
Lee, J., Shen, W., Payer, K., Burg, T. P., & Manalis, S. R. (2010) · Nano Letters · doi:10.1021/nl101107u · Cited by 181
Refractive Index of Concentrated Protein Solutions
Barer, R., & Tkaczyk, S. (1954) · Nature · doi:10.1038/173821b0 · Cited by 179
Marrison, J., Räty, L., Marriott, P., & O'Toole, P. (2013) · Scientific Reports · doi:10.1038/srep02369 · Cited by 176
Armstrong, S. H., Budka, M. J. E., Morrison, K. C., & Hasson, M. (1947) · Journal of the American Chemical Society · doi:10.1021/ja01199a050 · Cited by 159
Shaked, N. T., Satterwhite, L. L., Truskey, G. A., Wax, A. P., & Telen, M. J. (2011) · Journal of Biomedical Optics · doi:10.1117/1.3556717 · Cited by 152
Cell growth : control of cell size
Hall, M. N., RAFF, M. C., & Thomas, G. (2004) · UCL Discovery (University College London) · Cited by 150
Extracellular control of cell size
Conlon, I. J., Dunn, G., Mudge, A. W., & RAFF, M. C. (2001) · Nature Cell Biology · doi:10.1038/ncb1001-918 · Cited by 129
Whole-cell-analysis of live cardiomyocytes using wide-field interferometric phase microscopy
Shaked, N. T., Satterwhite, L. L., Bursac, N., & Wax, A. P. (2010) · Biomedical Optics Express · doi:10.1364/boe.1.000706 · Cited by 115
Sung, Y., Choi, W., Lue, N., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0049502 · Cited by 112
Phase Contrast and Interference Microscopy for Cell Biologists
Richards, O. W., & Ross, K. F. A. (1968) · Transactions of the American Microscopical Society · doi:10.2307/3224455 · Cited by 97
Size homeostasis in adherent cells studied by synthetic phase microscopy
Sung, Y., Tzur, A., Oh, S., Choi, W., Li, V. C., Dasari, R. R., Yaqoob, Z., & Kirschner, M. W. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1315290110 · Cited by 95
Phillips, K. G., Velasco, C. R., Li, J., Kolatkar, A. R., Luttgen, M. S., Bethel, K. J., Duggan, B. D., Kühn, P., & McCarty, O. J. T. (2012) · Frontiers in Oncology · doi:10.3389/fonc.2012.00072 · Cited by 91
Phase Contrast and Interference Microscopy for Cell Biologists
Ross, K. F. A. (1967) · Medical Entomology and Zoology · Cited by 89
Imaging the division process in living tissue culture cells
Khodjakov, A. L., & Rieder, C. L. (2005) · Methods · doi:10.1016/j.ymeth.2005.07.007 · Cited by 87
Quantitative phase microscopy through differential interference imaging
King, S. V., Libertun, A. R., Piestun, R., et al. (2008) · Journal of Biomedical Optics · doi:10.1117/1.2907328 · Cited by 83
Rapid, Massively Parallel Single-Cell Drug Response Measurements via Live Cell Interferometry
Reed, J. C., Chun, J., Zangle, T. A., Kalim, S., Hong, J. S., Pefley, S. E., Zheng, X., Gimzewski, J. K., & Teitell, M. A. (2011) · Biophysical Journal · doi:10.1016/j.bpj.2011.07.022 · Cited by 70
Self-citationNew technologies for measuring single cell mass
Popescu, G., Park, K., Mir, M., & Bashir, R. (2013) · Lab on a Chip · doi:10.1039/c3lc51033f · Cited by 67
Live Cell Interferometry Reveals Cellular Dynamism During Force Propagation
Reed, J. C., Troke, J. J., Schmit, J., et al. (2008) · ACS Nano · doi:10.1021/nn700303f · Cited by 63
Mir, M., Bergamaschi, A., Katzenellenbogen, B. S., & Popescu, G. (2014) · PLoS ONE · doi:10.1371/journal.pone.0089000 · Cited by 62
Continuous and Long-Term Volume Measurements with a Commercial Coulter Counter
Bryan, A. K., Engler, A. J., Gulati, A., & Manalis, S. R. (2012) · PLoS ONE · doi:10.1371/journal.pone.0029866 · Cited by 57
Label-free intracellular transport measured by spatial light interference microscopy
Wang, Z., Ding, H., Bashir, R., Popescu, G., Millet, L. J., Gillette, M. U., & Chan, V. (2011) · Journal of Biomedical Optics · doi:10.1117/1.3549204 · Cited by 53
Mir, M., Babacan, S. D., Bednarz, M., Do, M. N., Golding, I., & Popescu, G. (2012) · PLoS ONE · doi:10.1371/journal.pone.0039816 · Cited by 38
Mass sensors with mechanical traps for weighing single cells in different fluids
Weng, Y., Delgado, F. F., Son, S., Burg, T. P., Wasserman, S. C., & Manalis, S. R. (2011) · Lab on a Chip · doi:10.1039/c1lc20736a · Cited by 38
Quantifying Biomass Changes of Single CD8+ T Cells during Antigen Specific Cytotoxicity
Zangle, T. A., Burnes, D., Mathis, C., Witte, O. N., & Teitell, M. A. (2013) · PLoS ONE · doi:10.1371/journal.pone.0068916 · Cited by 36
Self-citationQuantification of Biomass and Cell Motion in Human Pluripotent Stem Cell Colonies
Zangle, T. A., Chun, J., Zhang, J., Reed, J. C., & Teitell, M. A. (2013) · Biophysical Journal · doi:10.1016/j.bpj.2013.06.041 · Cited by 31
Self-citationRapidly quantifying drug sensitivity of dispersed and clumped breast cancer cells by mass profiling
Chun, J., Zangle, T. A., Kolarova, T., et al. (2012) · The Analyst · doi:10.1039/c2an36058f · Cited by 27
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Metadata
- Authors
- Zangle, T. A., & Teitell, M. A.
- Venue
- Nature Methods
- Published
- 2014-11-25
- Volume
- 11
- Issue
- 12
- Pages
- 1221-1228
- ISSN
- 1548-7091 (ISSN-L)
- 1548-7105
- OpenAlex
- W2029054052
- Cited by
- 260
- References
- 62
- FWCI
- 6.46
- Type
- journal article
- Language
- en
- Open access
- green
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