3D morphometry of red blood cells by digital holography

Cytometry Part A

Volumn 85, Issue 12, 2014, Pages 1030-1036

  Memmolo, Pasquale ^a,b   Miccio, Lisa ^b   Merola, Francesco ^b   Gennari, Oriella ^b   Netti, Paolo Antonio ^a,c   Ferraro, Pietro ^b  

^a ISTITUTO ITALIANO DI TECNOLOGIA   (Italy)

^b ISTITUTO NAZIONALE DI OTTICA   (Italy)

^c UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

Digital holography; Microfluidics; Microscopy; Morphological analysis; Optical tweezers; Red blood cells

Indexed keywords

ALGORITHM; CYTOLOGY; ERYTHROCYTE; HOLOGRAPHY; HUMAN; PROCEDURES; THEORETICAL MODEL;

ALGORITHMS; ERYTHROCYTES; HOLOGRAPHY; HUMANS; MODELS, THEORETICAL;

EID: 84924706752     PISSN: 15524922     EISSN: 15524930     Source Type: Journal    
DOI: 10.1002/cyto.a.22570     Document Type: Article

References (46)

1. Gabor D. A new microscope principle. Nature 1948;161:777-778.
2. Schnars U, Jüptner W. Direct recording of holograms by a CCD target and numerical reconstruction. Appl Opt 1994;33:179-181.
3. Cotte Y, Toy F, Jourdain P, Pavillon N, Boss D, Magistretti PJ, Marquet P, Depeursinge C. Marker-free phase nanoscopy. Nat Photon 2013;7:113-117.
4. Paturzo M, Finizio A, Memmolo P, Puglisi R, Balduzzi D, Galli A, Ferraro P. Microscopy imaging and quantitative phase contrast mapping in turbid microfluidic channels by digital holography. Lab Chip 2012;12:3073-3076.
5. Barroso A, Woerdemann M, Vollmer A, Von Bally G, Kemper B, Denz C. Three-dimensional exploration and mechano-biophysical analysis of the inner structure of living cells. Small 2013;9:885-893.
6. Bianco V, Paturzo M, Gennari O, Ferraro P. Imaging through scattering microfluidic channels by digital holography for information recovery in lab on chip. Opt Express 2013;21:3985-23996.
7. Yu X, Hong J, Liu C, Kim MK. Review of digital holographic microscopy for three-dimensional profiling and tracking. Opt Eng 2014;52:112306.
8. Charrière F, Pavillon N, Colomb T, Depeursinge C, Heger TJ, Mitchell EAD, Marquet P, Rappaz B. Living specimen tomography by digital holographic microscopy: Morphometry of testate amoeba. Opt Express 2006;14:7005-7013.
9. Miccio L, Memmolo P, Merola F, Fusco S, Embrione V, Paciello A, Ventre M, Netti PA, Ferraro P. Particle tracking by full-field complex wavefront subtraction in digital holography microscopy. Lab Chip 2014;14:1129-1134.
10. McLeod E, Luo W, Mudanyali O, Greenbaum A, Ozcan A. Toward Giga-pixel Nanoscopy On a Chip: A computational wide-field look at the nano-scale without the use of lenses. Lab Chip 2013;13:2028-2035.
11. Wei QS, McLeod E, Qi HF, Wan Z, Sun R, Ozcan A. On-chip cytometry using plasmonic nanoparticle enhanced lensfree holography. Sci Rep 2013;3:1699.
12. Huang D, Swanson EA, Lin CP, Schuman JS, Stinson WG, Chang W, Hee MR, Flotte T, Gregory K, Puliafito CA, et al. Optical coherence tomography. Science 1991;254:1178-1181.
13. Choi W, Fang-Yen C, Badizadegan K, Oh S, Lue N, Dasari RR, Feld MS. Tomographic phase microscopy. Nat Methods 2007;4:717-719.
14. Adie SG, Graf BW, Ahmad A, Carney PS, Boppart SA. Computational adaptive optics for broadband optical interferometric tomography of biological tissue. Proc Natl Acad Sci USA 2012;109:7175-7180.
15. Midgley PA, Dunin-Borkowski RE. Electron tomography and holography in materials science. Nat Methods 2009;8:271-280.
16. Kim T, Zhou R, Mir M, Babacan SD, Carney PS, Goddard LL, Popescu G. White-light diffraction tomography of unlabeled live cells. Nat Photon 2014;8:256-263.
17. Khairy K, Foo J, Howard J. Shapes of red blood cells: Comparison of 3D confocal images with the Bilayer-Couple Model. Cell Mol Bioeng 2010;1:173-181.
18. Goy AS, Psaltis D. Digital holographic confocal microscope. Proc SPIE 2013;8589:85890N.
19. Lue N, Choi W, Badizadegan K, Dasari RR, Feld MS, Popescu G. Confocal diffraction phase microscopy of live cells. Opt Lett 2008;33:2074-2076.
20. Merola F, Miccio L, Memmolo P, Di Caprio G, Galli A, Puglisi R, Balduzzi D, Coppola G, Netti P, Ferraro P. Digital holography as a method for 3D imaging and estimating the biovolume of motile cells. Lab Chip 2013;13:4512-4516.
21. Laurentini A. The visual hull concept for silhouette-based image understanding. IEEE Trans Pattern Anal Mach Intell 1994;16:150-162.
22. Prince S. Computer Vision: Models, Learning and Inference. New York, NY: Cambridge University Press; 2012.
23. DaneshPanah M, Zwick S, Schaal F, Warber M, Javidi B, Osten W. 3D Holographic imaging and trapping for non-invasive cell identification and tracking. J Display Technol 2010;6:490-499.
24. Moradi AR, Ali MK, DaneshPanah M, Anand A, Javidi B. Detection of calcium induced morphological changes of living cells using optical traps. IEEE Photon J 2010;2:775-783.
25. Kim D, Ruttle J, Dahyot R. Bayesian 3D shape from silhouettes. Digital Signal Process 2013;23:1844-1855.
26. Rappaz B, Marquet P, Cuche E, Emery Y, Depeursinge C, Magistretti PJ. Measurement of the integral refractive index and dynamic cell morphometry of living cells with digital holographic microscopy. Opt. Express 2005;13:9361-9373.
27. Rappaz B, Charrière F, Depeursinge C, Magistretti PJ, Marquet P. Simultaneous cell morphometry and refractive index measurement with dual-wavelength digital holographic microscopy and dye-enhanced dispersion of perfusion medium. Opt Lett 2008;33:744-746.
28. Kemper B, Bredebusch I, Domschke W, Kosmeier S, Langehanenberg P, Schnekenburger J, von Bally G. Integral refractive index determination of living suspension cells by multifocus digital holographic phase contrast microscopy. J. Biomed Opt 2007;12:054009.
29. Ghosh N, Buddhiwant P, Uppal A, Majumder SK, Patel HS, Gupta PK. Simultaneous determination of size and refractive index of red blood cells by light scattering measurements. Appl Phys Lett 2006;88:084101.
30. Cardenas N, Mohanty SK. Optical tweezers assisted quantitative phase imaging led to thickness mapping of red blood cells. Appl Phys Lett 2013;103:013703.
31. Rappaz B, Barbul A, Emery Y, Korenstein R, Depeursinge C, Magistretti PJ, Marquet P. Comparative study of human erythrocytes by digital holographic microscopy, confocal microscopy, and impedance volume analyzer. Cytometry A 2008;73A:895-903.
32. Yi F, Moon I, Javidi B, Boss D, Marquet P. Automated segmentation of multiple red blood cells with digital holographic microscopy. J Biomed Opt 2013;18:26006.
33. Moon I, Yi F, Lee YH, Javidi B, Boss D, Marquet P. Automated quantitative analysis of 3D morphology and mean corpuscular hemoglobin in human red blood cells stored in different periods. Opt Express 2013;21:30947-30957.
34. Tomaiuolo G, Rossi D, Caserta S, Cesarelli M, Guido S. Comparison of two flow-based imaging methods to measure individual red blood cell area and volume. Cytometry A 2012;81A:1040-1047.
35. Kim YR, Ornstein L. Isovolumetric sphering of erythrocytes for more accurate and precise cell volume measurement by flow-cytometry. Cytometry 1983;3:419-427.
36. Bator JM, Groves MR, Price BJ, Eckstein EC. Erythrocyte deformability and size measured in a multiparameter system that includes impedance sizing. Cytometry 1984;5:34-41.
37. Park YK, Best CA, Kuriabova T, Henle ML, Feld MS, Levine AJ, Popescu G. Measurement of the nonlinear elasticity of red blood cell membranes. Phys Rev E 2011;83:051925.
38. Park YK, Best CA, Badizadegan K, Dasari RR, Feld MS, Kuriabova T, Henle ML, Levine AJ, Popescu G. Measurement of red blood cell mechanics during morphological changes. Proc Natl Acad Sci USA 2010;107:6731.
39. Greiner C, Hunter M, Huang P, Rius F, Georgakoudi I. Confocal backscattering spectroscopy for leukemic and normal blood cell discrimination. Cytometry Part A 2011; 79A:866-873.
40. Amer J, Goldfarb A, Fibach E. Flow cytometric analysis of the oxidative status of normal and thalassemic red blood cells. Cytometry Part A 2004;60A:73-80.
41. Moon I, Javidi B, Yi F, Boss D, Marquet P. Automated statistical quantification of three-dimensional morphology and mean corpuscular hemoglobin of multiple red blood cells. Opt Express 2012;20:10295-10309.
42. Yu L, Sheng Y, Chiou A. Three-dimensional light-scattering and deformation of individual biconcave human blood cells in optical tweezers. Opt Express 2013;21:12174-12184.
43. Padgett M, Di Leonardo R. Holographic optical tweezers and their relevance to lab on chip devices. Lab Chip 2011;11:1196-1205.
44. Lincoln B, Erickson HM, Schinkinger S, Wottawah F, Mitchell D, Ulvick S, Bilby C, Guck J. Deformability-based flow cytometry. Cytometry Part A 2004;59A:203-209.
45. Dasgupta R, Ahlawat S, Verma RS, Gupta PK. Optical orientation and rotation of trapped red blood cells with Laguerre-Gaussian mode. Opt Express 2001;19:7680-7688.
46. Miccio L, Alfieri D, Grilli S, Finizio A, De Petrocellis L, De Nicola S, Ferraro P. Direct full compensation of the aberrations in quantitative phase microscopy of thin objects by a single digital hologram. Appl Opt 2007;90:041104.