Label-free, high-throughput holographic screening and enumeration of tumor cells in blood

Lab on a Chip

Volumn 17, Issue 17, 2017, Pages 2920-2932

  Singh, Dhananjay Kumar ^a   Ahrens, Caroline C ^a   Li, Wei ^a   Vanapalli, Siva A ^a  

^a Department of Electrical and Computer Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BLOOD; CELL POPULATION; CELL SIZE; CELLS; CELLS BY BODY ANATOMY; CIRCULATING TUMOR CELL; CLASSIFICATION ALGORITHM; CLASSIFIER; CONTROLLED STUDY; ERYTHROCYTE; FALSE POSITIVE RESULT; HIGH THROUGHPUT SCREENING; HOLOGRAPHY; HUMAN; HUMAN CELL; INLINE DIGITAL HOLOGRAPHY MICROSCOPY; MICROSCOPY; PERIPHERAL BLOOD MONONUCLEAR CELL; PRIORITY JOURNAL; PROCESS OPTIMIZATION; QUANTITATIVE ANALYSIS; TUMOR CELL LINE; ALGORITHM; CELL COUNT; IMAGE PROCESSING; LAB ON A CHIP; PROCEDURES; TUMOR EMBOLISM;

ALGORITHMS; CELL COUNT; HIGH-THROUGHPUT SCREENING ASSAYS; HOLOGRAPHY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LAB-ON-A-CHIP DEVICES; MICROSCOPY; NEOPLASTIC CELLS, CIRCULATING;

EID: 85028336483     PISSN: 14730197     EISSN: 14730189     Source Type: Journal    
DOI: 10.1039/c7lc00149e     Document Type: Article

References (55)

1. S. Maheswaran D. A. Haber Circulating tumor cells: a window into cancer biology and metastasis Curr. Opin. Genet. Dev. 2010 20 96 99
2. S. Maheswaran et al., Detection of mutations in EGFR in circulating lung-cancer cells N. Engl. J. Med. 2008 359 366 377
3. M. Yu S. Stott M. Toner S. Maheswaran D. A. Haber Circulating tumor cells: approaches to isolation and characterization J. Cell Biol. 2011 192 373 382
4. K. Pantel M. R. Speicher The biology of circulating tumor cells Oncogene 2016 35 1216 1224
5. M. M. Ferreira V. C. Ramani S. S. Jeffrey Circulating tumor cell technologies Mol. Oncol. 2016 10 374 394 10.1016/j.molonc.2016.01.007
6. R. A. Harouaka M. Nisic S.-Y. Zheng Circulating tumor cell enrichment based on physical properties J. Lab. Autom. 2013 18 455 468
7. J. Che et al., Classification of large circulating tumor cells isolated with ultra-high throughput microfluidic Vortex technology Oncotarget 2016 7 12748 12760
8. E. E. van der Toom J. E. Verdone M. A. Gorin K. J. Pienta Technical challenges in the isolation and analysis of circulating tumor cells Oncotarget 2016 7 62754 62766
9. E. Reategui et al., Tunable nanostructured coating for the capture and selective release of viable circulating tumor cells Adv. Mater. 2015 27 1593 1599 10.1002/adma.201404677
10. M. E. Warkiani et al., Slanted spiral microfluidics for the ultra-fast, label-free isolation of circulating tumor cells Lab Chip 2014 14 128 137
11. Y. Fang Label-free drug discovery Front. Pharmacol. 2014 5 52 10.3389/fphar.2014.00052
12. N. Aceto et al., Circulating tumor cell clusters are oligoclonal precursors of breast cancer metastasis Cell 2014 158 1110 1122
13. J. Zhang et al., Fundamentals and applications of inertial microfluidics: a review Lab Chip 2016 16 10 34
14. H. S. Moon et al., Continual collection and re-separation of circulating tumor cells from blood using multi-stage multi-orifice flow fractionation Biomicrofluidics 2013 7 14105
15. J. S. Bagnall et al., Deformability-based cell selection with downstream immunofluorescence analysis Integr. Biol. 2016 8 654 664
16. R. Mitra O. Chao Y. Urasaki O. B. Goodman T. T. Le Detection of lipid-rich prostate circulating tumour cells with coherent anti-Stokes Raman scattering microscopy BMC Cancer 2012 12 540
17. S. Shim et al., Antibody-independent isolation of circulating tumor cells by continuous-flow dielectrophoresis Biomicrofluidics 2013 7 11807 10.1063/1.4774304
18. P. Li et al., Acoustic separation of circulating tumor cells Proc. Natl. Acad. Sci. U. S. A. 2015 112 4970 4975
19. U. Schnars W. Jüptner Direct recording of holograms by a CCD target and numerical reconstruction Appl. Opt. 1994 33 179 181 10.1364/AO.33.000179
20. J. Sheng E. Malkiel J. Katz Digital holographic microscope for measuring three-dimensional particle distributions and motions Appl. Opt. 2006 45 3893 3901 10.1364/AO.45.003893
21. J. Sheng E. Malkiel J. Katz Using digital holographic microscopy for simultaneous measurements of 3D near wall velocity and wall shear stress in a turbulent boundary layer Exp. Fluids 2008 45 1023 1035
22. Y.-S. Choi S.-J. Lee Three-dimensional volumetric measurement of red blood cell motion using digital holographic microscopy Appl. Opt. 2009 48 2983 2990 10.1364/AO.48.002983
23. T. A. Ooms R. Lindken J. Westerweel Digital holographic microscopy applied to measurement of a flow in a T-shaped micromixer Exp. Fluids 2009 47 941 955
24. J. Katz J. Sheng Applications of Holography in Fluid Mechanics and Particle Dynamics Annu. Rev. Fluid Mech. 2010 42 531 555
25. L. Tian N. Loomis J. A. Domínguez-Caballero G. Barbastathis Quantitative measurement of size and three-dimensional position of fast-moving bubbles in air-water mixture flows using digital holography Appl. Opt. 2010 49 1549 1554
26. F. Dubois and C. Yourassowsky, WO 2013083563 A1, 2013
27. S. Jooris and P. Mathuis, WO 2014044823 A1, 2015
28. D. K. Singh C. C. Ahrens W. Li S. A. Vanapalli Label-free fingerprinting of tumor cells in bulk flow using inline digital holographic microscopy Biomed. Opt. Express 2017 8 536 554 10.1364/BOE.8.000536
29. M. K. Kim Principles and techniques of digital holographic microscopy J. Photonics Energy 2010 018005
30. J. W. Goodman, Introduction to Fourier Optics, McGraw-Hill, 1968
31. T. Kreis, Handbook of Holographic Interferometry Optical and Digital Methods, Wiley-VCH Verlag GmbH & Co., 2005
32. Y.-S. Choi S.-J. Lee Three-dimensional volumetric measurement of red blood cell motion using digital holographic microscopy Appl. Opt. 2009 48 2983 2990
33. D. K. Singh P. K. Panigrahi Three-dimensional investigation of liquid slug Taylor flow inside a micro-capillary using holographic velocimetry Exp. Fluids 2015 56 1 15 10.1007/s00348-014-1863-9
34. D. K. Singh P. K. Panigrahi Automatic threshold technique for holographic particle field characterization Appl. Opt. 2012 51 3874 3887 10.1364/AO.51.003874
35. D. K. Singh P. K. Panigrahi Improved digital holographic reconstruction algorithm for depth error reduction and elimination of out-of-focus particles Opt. Express 2010 18 2426 2448
36. E. M. Zetsche et al., Imaging-in-Flow: Digital holographic microscopy as a novel tool to detect and classify nanoplanktonic organisms Limnol. Oceanogr.: Methods 2014 12 757 775
37. D. K. Singh and P. K. Panigrahi, in Digital Holography and Three-Dimensional Imaging, DTuC29, Optical Society of America, 2011
38. P. F. Mullaney M. A. Van Dilla J. R. Coulter P. N. Dean Cell Sizing: A Light Scattering Photometer for Rapid Volume Determination Rev. Sci. Instrum. 1969 40 1029 1032
39. W. Choi et al., Tomographic phase microscopy Nat. Methods 2007 4 717
40. V. P. Maltsev, A. G. Hoekstra and M. A. Yurkin, Optics of white blood cells: optical models, simulations, and experiments, Optics of White Blood Cells: Optical Models, Simulations, and Experiments, in Advanced Optical Flow Cytometry: Methods and Disease Diagnoses, Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, Germany, 2011
41. P. Liu et al., Cell refractive index for cell biology and disease diagnosis: past, present and future Lab Chip 2016 16 634 644
42. X. Liang A. Liu C. Lim T. Ayi P. Yap Determining refractive index of single living cell using an integrated microchip Sens. Actuators, A 2007 133 349 354
43. V. G. Daniels, P. R. Wheater and H. G. Burkitt, Functional histology: A text and colour atlas, Churchill Livingston, Edinburgh, 1979
44. X. J. Liang A. Q. Liu C. S. Lim T. C. Ayi P. H. Yap Determining refractive index of single living cell using an integrated microchip Sens. Actuators, A 2007 133 349 354
45. Y. Zhao P. G. Schiro J. S. Kuo L. Ng D. T. Chiu Method for the accurate preparation of cell-spiking standards Anal. Chem. 2008 81 1285 1290
46. X. Quan K. Nitta O. Matoba P. Xia Y. Awatsuji Phase and fluorescence imaging by combination of digital holographic microscopy and fluorescence microscopy Opt. Rev. 2015 22 349 353
47. K. Jaferzadeh I. Moon Quantitative investigation of red blood cell three-dimensional geometric and chemical changes in the storage lesion using digital holographic microscopy J. Biomed. Opt. 2015 20 111218
48. Y. Sung et al., Three-Dimensional Holographic Refractive-Index Measurement of Continuously Flowing Cells in a Microfluidic Channel Phys. Rev. Appl. 2014 1 014002
49. K. Lee et al., Quantitative phase imaging techniques for the study of cell pathophysiology: from principles to applications Sensors 2013 13 4170 4191 10.3390/s130404170
50. B. Kemper et al., Integral refractive index determination of living suspension cells by multifocus digital holographic phase contrast microscopy J. Biomed. Opt. 2007 12 054009 10.1117/1.2798639
51. B. Rappaz et al., Measurement of the integral refractive index and dynamic cell morphometry of living cells with digital holographic microscopy Opt. Express 2005 13 9361 9373
52. L. R. Huang E. C. Cox R. H. Austin J. C. Sturm Continuous particle separation through deterministic lateral displacement Science 2004 304 987 990
53. E. Ozkumur et al., Inertial focusing for tumor antigen-dependent and-independent sorting of rare circulating tumor cells Sci. Transl. Med. 2013 5 179ra147
54. H. W. Hou et al. Isolation and retrieval of circulating tumor cells using centrifugal forces Sci. Rep. 2013 3 1259
55. D. C. Duffy J. C. McDonald O. J. Schueller G. M. Whitesides Rapid prototyping of microfluidic systems in poly (dimethylsiloxane) Anal. Chem. 1998 70 4974 4984