Cancer Cell Vacuolization Imaging Based on Digital Holographic Microscopy Tomography

Yakun Liu; Wen Xiao; Leiping Che; Yinjia Li; Xi Xiao; Hao Wang; Feng Pan

doi:10.3788/CJL202249.2007209

[1] Bray F, Ferlay J, Soerjomataram I et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries[J]. CA: A Cancer Journal for Clinicians, 68, 394-424(2018).

[2] Shams-White M M, Brockton N T, Mitrou P et al. Operationalizing the 2018 world cancer research fund/American institute for cancer research (WCRF/AICR) cancer prevention recommendations: a standardized scoring system[J]. Nutrients, 11, 1572(2019).

[3] Deng X Y, Xiong F, Li X Y et al. Application of atomic force microscopy in cancer research[J]. Journal of Nanobiotechnology, 16, 102(2018).

[4] Sperandio S, de Belle I, Bredesen D E. An alternative, nonapoptotic form of programmed cell death[J]. Proceedings of the National Academy of Sciences of the United States of America, 97, 14376-14381(2000).

[5] Kitambi S S, Toledo E M, Usoskin D et al. RETRACTED: vulnerability of glioblastoma cells to catastrophic vacuolization and death induced by a small molecule[J]. Cell, 157, 313-328(2014).

[6] Kessel D. Apoptosis, paraptosis and autophagy: death and survival pathways associated with photodynamic therapy[J]. Photochemistry and Photobiology, 95, 119-125(2019).

[7] Seo M J, Lee D M, Kim I Y et al. Gambogic acid triggers vacuolization-associated cell death in cancer cells via disruption of thiol proteostasis[J]. Cell Death & Disease, 10, 187(2019).

[8] Chen Y, Yang L S, Feng C et al. Nano neodymium oxide induces massive vacuolization and autophagic cell death in non-small cell lung cancer NCI-H460 cells[J]. Biochemical and Biophysical Research Communications, 337, 52-60(2005).

[9] Brüning A, Burger P, Vogel M et al. Nelfinavir induces the unfolded protein response in ovarian cancer cells, resulting in ER vacuolization, cell cycle retardation and apoptosis[J]. Cancer Biology & Therapy, 8, 226-232(2009).

[10] Ghosh K, De S, Das S et al. Withaferin A induces ROS-mediated paraptosis in human breast cancer cell-lines MCF-7 and MDA-MB-231[J]. PLoS One, 11, e0168488(2016).

[11] Monel B, Compton A A, Bruel T et al. Zika virus induces massive cytoplasmic vacuolization and paraptosis-like death in infected cells[J]. The EMBO Journal, 36, 1653-1668(2017).

[12] Tan W C C, Nerurkar S N, Cai H Y et al. Overview of multiplex immunohistochemistry/immunofluorescence techniques in the era of cancer immunotherapy[J]. Cancer Communications, 40, 135-153(2020).

[13] Gabor D. A new microscopic principle[J]. Nature, 161, 777-778(1948).

[14] Goodman J W, Lawrence R W. Digital image formation from electronically detected holograms[J]. Applied physics letters, 11, 77-79(1967).

[15] Valin J L, Gonçalves E, Palacios F et al. Methodology for analysis of displacement using digital holography[J]. Optics and Lasers in Engineering, 43, 99-111(2005).

[16] Cao L C, Liu J Q, Li J H et al. Orthogonal reference pattern multiplexing for collinear holographic data storage[J]. Applied Optics, 53, 1-8(2014).

[17] Xu W, Jericho M H, Meinertzhagen I A et al. Digital in-line holography for biological applications[J]. Proceedings of the National Academy of Sciences of the United States of America, 98, 11301-11305(2001).

[18] Amineh R K, Ravan M, Khalatpour A et al. Three-dimensional near-field microwave holography using reflected and transmitted signals[J]. IEEE Transactions on Antennas and Propagation, 59, 4777-4789(2011).

[19] Locatelli M, Pugliese E, Paturzo M et al. Seeing through smoke and flames: a challenge for imaging capabilities, met thanks to digital holography at far infrared[J]. Proceedings of SPIE, 8788, 87880K(2013).

[20] Cuche E, Marquet P, Depeursinge C. Simultaneous amplitude-contrast and quantitative phase-contrast microscopy by numerical reconstruction of Fresnel off-axis holograms[J]. Applied Optics, 38, 6994-7001(1999).

[21] Marquet P, Rappaz B, Magistretti P J et al. Digital holographic microscopy: a noninvasive contrast imaging technique allowing quantitative visualization of living cells with subwavelength axial accuracy[J]. Optics Letters, 30, 468-470(2005).

[22] Rappaz B, Marquet P, Cuche E et al. Measurement of the integral refractive index and dynamic cell morphometry of living cells with digital holographic microscopy[J]. Optics Express, 13, 9361-9373(2005).

[23] Meng Z, Ding H, Nie S P et al. Application of deep learning in digital holographic microscopy[J]. Laser & Optoelectronics Progress, 58, 1811006(2021).

[24] Langehanenberg P, Ivanova L, Bernhardt I et al. Automated three-dimensional tracking of living cells by digital holographic microscopy[J]. Journal of Biomedical Optics, 14, 014018(2009).

[25] Jeong K, Turek J J, Nolte D D. Volumetric motility-contrast imaging of tissue response to cytoskeletal anti-cancer drugs[J]. Optics Express, 15, 14057-14064(2007).

[26] Yang Z W, Zhang L, Lü N et al. Progress of three-dimensional, label-free quantitative imaging of refractive index in biological samples[J]. Chinese Journal of Lasers, 49, 0507201(2022).

[27] Kak A C, Slaney M[M]. Principles of computerized tomographic imaging(2001).

[28] Wolf E. Three-dimensional structure determination of semi-transparent objects from holographic data[J]. Optics Communications, 1, 153-156(1969).

[29] Cotte Y, Toy F, Jourdain P et al. Marker-free phase nanoscopy[J]. Nature Photonics, 7, 113-117(2013).

[30] Ayoub A B, Pham T A, Lim J et al. A method for assessing the fidelity of optical diffraction tomography reconstruction methods using structured illumination[J]. Optics Communications, 454, 124486(2020).

[31] Isikman S O, Bishara W, Mavandadi S et al. Lens-free optical tomographic microscope with a large imaging volume on a chip[J]. Proceedings of the National Academy of Sciences of the United States of America, 108, 7296-7301(2011).

[32] Merola F, Memmolo P, Miccio L et al. Tomographic flow cytometry by digital holography[J]. Light: Science & Applications, 6, e16241(2017).

[33] Sung Y, Choi W, Lue N et al. Stain-free quantification of chromosomes in live cells using regularized tomographic phase microscopy[J]. PLoS One, 7, e49502(2012).

[34] Baczewska M, Eder K, Ketelhut S et al. Holotomographic investigation of an influence of PFA cell fixation process on refractive index of cellular organelles in epithelial cells[J]. Proceedings of SPIE, 11249, 112491L(2020).

[35] Park H J, Lee S Y, Ji M et al. Measuring cell surface area and deformability of individual human red blood cells over blood storage using quantitative phase imaging[J]. Scientific Reports, 6, 34257(2016).

[36] Zhou W J, Hu W T, Guo L et al. Experimental study of digital holographic tomography by a few projections[J]. Acta Physica Sinica, 59, 8499-8511(2010).

[37] Li J J, Chen Q, Zhang J L et al. Optical diffraction tomography microscopy with transport of intensity equation using a light-emitting diode array[J]. Optics and Lasers in Engineering, 95, 26-34(2017).

[38] Wang F, Wang H, Bian Y M et al. Applications of deep learning in computational imaging[J]. Acta Optica Sinica, 40, 0111002(2020).

[39] Li J C, Gui J B, Song Q H et al. Complete detection and reconstruction of object image in image plane digital holography[J]. Acta Optica Sinica, 42, 1309001(2022).

[40] Mann C J, Kim M K. Quantitative phase-contrast microscopy by angular spectrum digital holography[J]. Proceedings of SPIE, 6090, 50-57(2006).

[41] Sung Y, Choi W, Fang-Yen C et al. Optical diffraction tomography for high resolution live cell imaging[J]. Optics Express, 17, 266-277(2009).

[42] Dong Z, Wang W J, Wang H Y et al. Improved phase compensation method based on phase vibration minimization[J]. Chinese Journal of Lasers, 48, 2409001(2021).

[43] Kim K, Yaqoob Z, Lee K R et al. Diffraction optical tomography using a quantitative phase imaging unit[J]. Optics Letters, 39, 6935-6938(2014).

[44] Pluta P, Smolewski P, Pluta A et al. Significance of Bax expression in breast cancer patients[J]. Polski Przeglad Chirurgiczny, 83, 549-553(2011).

[45] Ke B W, Tian M, Li J J et al. Targeting programmed cell death using small-molecule compounds to improve potential cancer therapy[J]. Medicinal Research Reviews, 36, 983-1035(2016).

[46] Lee D, Kim I Y, Saha S et al. Paraptosis in the anti-cancer arsenal of natural products[J]. Pharmacology & Therapeutics, 162, 120-133(2016).

[47] Wang Y J, Wen X, Zhang N et al. Small-molecule compounds target paraptosis to improve cancer therapy[J]. Biomedicine & Pharmacotherapy, 118, 109203(2019).

[48] Hasima N, Aggarwal B B. Targeting proteasomal pathways by dietary curcumin for cancer prevention and treatment[J]. Current Medicinal Chemistry, 21, 1583-1594(2014).

[49] Volvert M L, Seyen S, Piette M et al. Benfotiamine, a synthetic S-acyl thiamine derivative, has different mechanisms of action and a different pharmacological profile than lipid-soluble thiamine disulfide derivatives[J]. BMC Pharmacology, 8, 10(2008).

[50] Yumnam S, Hong G E, Raha S et al. Mitochondrial dysfunction and Ca2＋ overload contributes to hesperidin induced paraptosis in hepatoblastoma cells, HepG2[J]. Journal of Cellular Physiology, 231, 1261-1268(2016).

[51] El-Schich Z, Mölder A L, Wingren A G. Quantitative phase imaging for label-free analysis of cancer cells: focus on digital holographic microscopy[J]. Applied Sciences, 8, 1027(2018).

[52] El-Schich Z, Mölder A, Tassidis H et al. Induction of morphological changes in death-induced cancer cells monitored by holographic microscopy[J]. Journal of Structural Biology, 189, 207-212(2015).