Hydrodynamic stretching of single cells for large population mechanical phenotyping

Cell state is often assayed through measurement of biochemical and biophysical markers. Although biochemical markers have been widely used, intrinsic biophysical markers, such as the ability to mechanically deform under a load, are advantageous in that they do not require costly labeling or sample preparation. However, current techniques that assay cell mechanical properties have had limited adoption in clinical and cell biology research applications. Here, we demonstrate an automated microfluidic technology capable of probing single-cell deformability at approximately 2,000 cells/s. The method uses inertial focusing to uniformly deliver cells to a stretching extensional flow where cells are deformed at high strain rates, imaged with a high-speed camera, and computationally analyzed to extract quantitative parameters. This approach allows us to analyze cells at throughputs orders of magnitude faster than previously reported biophysical flow cytometers and single-cell mechanics tools, while creating easily observable larger strains and limiting user time commitment and bias through automation. Using this approach we rapidly assay the deformability of native populations of leukocytes and malignant cells in pleural effusions and accurately predict disease state in patients with cancer and immune activation with a sensitivity of 91% and a specificity of 86%. As a tool for biological research, we show the deformability we measure is an early biomarker for pluripotent stem cell differentiation and is likely linked to nuclear structural changes. Microfluidic deformability cytometry brings the statistical accuracy of traditional flow cytometric techniques to label-free biophysical biomarkers, enabling applications in clinical diagnostics, stem cell characterization, and single-cell biophysics.

[1]  Yu Sun,et al.  Classification of cell types using a microfluidic device for mechanical and electrical measurement on single cells. , 2011, Lab on a chip.

[2]  Subra Suresh,et al.  A microfabricated deformability-based flow cytometer with application to malaria. , 2011, Lab on a chip.

[3]  Fei Wang,et al.  Material Properties of the Cell Dictate Stress-induced Spreading and Differentiation in Embryonic Stem Cells Growing Evidence Suggests That Physical Microenvironments and Mechanical Stresses, in Addition to Soluble Factors, Help Direct Mesenchymal-stem-cell Fate. However, Biological Responses to a L , 2022 .

[4]  J. Crocker,et al.  Mechanics of single cells: rheology, time dependence, and fluctuations. , 2007, Biophysical journal.

[5]  Chwee Teck Lim,et al.  Connections between single-cell biomechanics and human disease states: gastrointestinal cancer and malaria. , 2005, Acta biomaterialia.

[6]  D. Gossett,et al.  Particle focusing mechanisms in curving confined flows. , 2009, Analytical chemistry.

[7]  A. Levchenko,et al.  Microengineered platforms for cell mechanobiology. , 2009, Annual review of biomedical engineering.

[8]  Tom Misteli,et al.  Chromatin in pluripotent embryonic stem cells and differentiation , 2006, Nature Reviews Molecular Cell Biology.

[9]  Falk Wottawah,et al.  Oral cancer diagnosis by mechanical phenotyping. , 2009, Cancer research.

[10]  S. Sahn The Value of Pleural Fluid Analysis , 2008, The American journal of the medical sciences.

[11]  Dino Di Carlo,et al.  A Mechanical Biomarker of Cell State in Medicine , 2012, Journal of laboratory automation.

[12]  Ravi A. Desai,et al.  Mechanical regulation of cell function with geometrically modulated elastomeric substrates , 2010, Nature Methods.

[13]  P. Janmey,et al.  Viscoelastic properties of vimentin compared with other filamentous biopolymer networks , 1991, The Journal of cell biology.

[14]  R. Detels,et al.  CD8+ T-lymphocyte activation in HIV-1 disease reflects an aspect of pathogenesis distinct from viral burden and immunodeficiency. , 1998, Journal of acquired immune deficiency syndromes and human retrovirology : official publication of the International Retrovirology Association.

[15]  Dino Di Carlo,et al.  Dynamic single-cell analysis for quantitative biology. , 2006, Analytical chemistry.

[16]  D. Khismatullin,et al.  Chapter 3 The Cytoskeleton and Deformability of White Blood Cells , 2009 .

[17]  R. Tompkins,et al.  Continuous inertial focusing, ordering, and separation of particles in microchannels , 2007, Proceedings of the National Academy of Sciences.

[18]  Gretar Tryggvason,et al.  A numerical study of the motion of drops in Poiseuille flow. Part 1. Lateral migration of one drop , 2000, Journal of Fluid Mechanics.

[19]  D E Smith,et al.  Single polymer dynamics in an elongational flow. , 1997, Science.

[20]  Magalie Faivre,et al.  High-speed microfluidic differential manometer for cellular-scale hydrodynamics. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[21]  Ueli Aebi,et al.  Towards an integrated understanding of the structure and mechanics of the cell nucleus , 2008, BioEssays : news and reviews in molecular, cellular and developmental biology.

[22]  Erich Hoover,et al.  Cell deformation cytometry using diode-bar optical stretchers. , 2010, Journal of biomedical optics.

[23]  D. Di Carlo Inertial microfluidics. , 2009, Lab on a chip.

[24]  J. Thomson,et al.  Embryonic stem cell lines derived from human blastocysts. , 1998, Science.

[25]  Albert J. Keung,et al.  Rho GTPases Mediate the Mechanosensitive Lineage Commitment of Neural Stem Cells , 2011, Stem cells.

[26]  Stefan Schinkinger,et al.  Optical rheology of biological cells. , 2005, Physical review letters.

[27]  Daniel A Fletcher,et al.  Analyzing cell mechanics in hematologic diseases with microfluidic biophysical flow cytometry. , 2008, Lab on a chip.

[28]  Michael Beil,et al.  Sphingosylphosphorylcholine regulates keratin network architecture and visco-elastic properties of human cancer cells , 2003, Nature Cell Biology.

[29]  Chang Lu,et al.  Microfluidic electroporative flow cytometry for studying single-cell biomechanics. , 2008, Analytical chemistry.

[30]  M J Brown,et al.  Rigidity of Circulating Lymphocytes Is Primarily Conferred by Vimentin Intermediate Filaments , 2001, The Journal of Immunology.

[31]  Brenton D Hoffman,et al.  Cell mechanics: dissecting the physical responses of cells to force. , 2009, Annual review of biomedical engineering.

[32]  J. M. Porcel,et al.  Pearls and myths in pleural fluid analysis , 2011, Respirology.

[33]  E. Elson,et al.  Mechanics of stimulated neutrophils: cell stiffening induces retention in capillaries. , 1989, Science.

[34]  Manuel Théry,et al.  The extracellular matrix guides the orientation of the cell division axis , 2005, Nature Cell Biology.

[35]  Howard A. Stone,et al.  A note concerning drop deformation and breakup in biaxial extensional flows at low reynolds numbers , 1989 .

[36]  Manuel Théry,et al.  Get round and stiff for mitosis , 2008, HFSP journal.

[37]  Sanjay Kumar,et al.  Cell–Matrix De-Adhesion Dynamics Reflect Contractile Mechanics , 2009, Cellular and molecular bioengineering.

[38]  G. Churchill,et al.  Characterization of human embryonic stem cell lines by the International Stem Cell Initiative , 2007, Nature Biotechnology.

[39]  Stefan Schinkinger,et al.  Optical deformability as an inherent cell marker for testing malignant transformation and metastatic competence. , 2005, Biophysical journal.

[40]  Miguel Vicente-Manzanares,et al.  Role of the cytoskeleton during leukocyte responses , 2004, Nature Reviews Immunology.

[41]  J. Rao,et al.  Nanomechanical analysis of cells from cancer patients. , 2007, Nature nanotechnology.

[42]  Dennis E. Discher,et al.  Physical plasticity of the nucleus in stem cell differentiation , 2007, Proceedings of the National Academy of Sciences.

[43]  O. Yang,et al.  Bronchoalveolar immunologic profile of acute human lung transplant allograft rejection. , 2008, Transplantation.