48 results on '"Pirone, D"'
Search Results
2. Deep learning for faster holographic reconstruction processing in microfluidics
- Author
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Pirone D., Sirico D. G., Miccio L., Bianco V., Mugnano M., Ferraro P., Memmolo P., Pirone, D., Sirico, D. G., Miccio, L., Bianco, V., Mugnano, M., Ferraro, P., and Memmolo, P.
- Published
- 2022
3. Real-time FPM reconstruction and misalignment correction by numerical Multi-Look and GAN
- Author
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Bianco, V., primary, Priscoli, M. Delli, additional, Valentino, M., additional, Pirone, D., additional, Behal, J., additional, Zanfardino, G., additional, Memmolo, P., additional, Bardozzo, F., additional, Miccio, L., additional, Ciaparrone, G., additional, Tagliaferri, R., additional, and Ferraro, P., additional
- Published
- 2022
- Full Text
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4. Club35 Poster Session Thursday 12 December: 12/12/2013, 08: 30–18: 00Location: Poster area
- Author
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Pirone, D, De Francesco, V, Marino, F, Gervasi, F, Demartini, C, Goffredo, C, Bono, MC, Mega, S, Chello, M, and Di Sciascio, G
- Published
- 2013
5. Molecular design of microcapsule shells for visible light-triggered release
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Universitat Rovira i Virgili, Pirone D; Marturano V; Del Pezzo R; Prieto SF; Underiner T; Giamberini M; Tylkowski B, Universitat Rovira i Virgili, and Pirone D; Marturano V; Del Pezzo R; Prieto SF; Underiner T; Giamberini M; Tylkowski B
- Abstract
© 2019 by the authors. The development of photo-responsive capsules to tune and control the sustained-release of encapsulated actives is a fascinating and challenging route to improve the performances and effectiveness of a wide range of delivery applications. In this work, we report the preparation of visible light-responsive capsules obtained via oil-in-water interfacial polycondensation between modified diacyl-chloride azobenzene moiety and diamine flexible spacer in the presence of cross-linkers with different structures and functionalities. The effect on the release profile of the encapsulated perfume oil was investigated using three flexible spacers with different lengths (1,8-diaminooctane; 1,6-diaminohexane and 1,4-diaminobutane) and two types of cross-linkers (1,3,5-benzenetricarbonyl trichloride and melamine). We analyzed how the properties of microcapsules can be tailored changing the design of the shell structure. Fine tuning of the perfume release profiles was obtained. The changes in capsules size and morphology due to visible light irradiation were monitored via light scattering, optical microscopy and atomic force microscopy. Perfume release was 50% faster in the systems prepared with melamine as the cross-linker. Modelling studies were carried out to support the discussion of the experimental results.
- Published
- 2019
6. Cytocompatibility and 3D biodistribution with oxidized nanographene assessed by digital holographic microscopy
- Author
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Ferraro, Pietro, Grilli, Simonetta, Ritsch-Marte, Monika, Hitzenberger, Christoph K., Mugnano, M., Lama, G. C., Castaldo, R., Merola, F., del Giudice, D., Grilli, S., Gentile, G., Ambrogi, V., Cerruti, P., Memmolo, P., Pagliarulo, V., Pirone, D., and Ferraro, P.
- Published
- 2021
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7. Club35 Poster Session Thursday 12 December: 12/12/2013, 08:30-18:00 * Location: Poster area
- Author
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Montoro Lopez, M., primary, Iniesta Manjavacas, A., additional, Mori Junco, R., additional, Pena Conde, L., additional, Pons De Antonio, I., additional, Garcia Blas, S., additional, Lopez Fernandez, T., additional, Moreno Gomez, R., additional, Moreno Yanguela, M., additional, Lopez Sendon, J., additional, Carro, A., additional, Kiotsekoglou, A., additional, Andoh, J., additional, Brown, S., additional, Kaski, J., additional, Imamura, Y., additional, Arai, K., additional, Uematsu, S., additional, Fukushima, K., additional, Hoshi, H., additional, Ashihara, K., additional, Takagi, A., additional, Hagiwara, N., additional, Gillis, K., additional, Bala, G., additional, Roosens, B., additional, Remory, I., additional, Droogmans, S., additional, Van Camp, G., additional, Cosyns, B., additional, Van De Heyning, C., additional, Magne, J., additional, Pierard, L., additional, Bruyere, P., additional, Davin, L., additional, De Maeyer, C., additional, Paelinck, B., additional, Vrints, C., additional, Lancellotti, P., additional, Borowiec, A., additional, Dabrowski, R., additional, Kowalik, I., additional, Firek, B., additional, Chwyczko, T., additional, Janas, J., additional, Szwed, H., additional, Tufaro, V., additional, Fragasso, G., additional, Ingallina, G., additional, Marini, C., additional, Fisicaro, A., additional, Loiacono, F., additional, Margonato, A., additional, Agricola, E., additional, Ferreira, F., additional, Pereira, T., additional, Abreu, J., additional, Labandeiro, J., additional, Fiarresga, A., additional, Ferreira, A., additional, Galrinho, A., additional, Branco, L., additional, Timoteo, A., additional, Ferreira, R., additional, Marmol, R., additional, Gomez, M., additional, Garcia, K., additional, Sanmiguel, D., additional, Cabades, C., additional, Monteagudo, M., additional, Nunez, C., additional, Fernandez, C., additional, Diez, J., additional, Roldan, I., additional, Kolesnyk, M., additional, Ancona, M., additional, Oppizzi, M., additional, Krestjyaninov, M., additional, Razin, V., additional, Gimaev, R., additional, Carminati, M., additional, Piazzese, C., additional, Tsang, W., additional, Lang, R., additional, Caiani, E., additional, Goncalves, S., additional, Ramalho, A., additional, Placido, R., additional, Marta, L., additional, Cortez Dias, N., additional, Magalhaes, A., additional, Menezes, M., additional, Martins, S., additional, Almeida, A., additional, Nunes Diogo, A., additional, Stokke, T. M., additional, Ruddox, V., additional, Sarvari, S. I., additional, Otterstad, J. E., additional, Aune, E., additional, Edvardsen, T., additional, Pirone, D., additional, De Francesco, V., additional, Marino, F., additional, Gervasi, F., additional, Demartini, C., additional, Goffredo, C., additional, Bono, M., additional, Mega, S., additional, Chello, M., additional, Di Sciascio, G., additional, Martin Hidalgo, M., additional, Seoane Garcia, T., additional, Carrasco Avalos, F., additional, Mesa Rubio, M., additional, Delgado Ortega, M., additional, Ruiz Ortiz, M., additional, Mazuelos Bellido, F., additional, Suarez De Lezo Herrero De Tejada, J., additional, Pan Alvarez De Osorio, M., additional, Suarez De Lezo Cruz Conde, J., additional, Lopez Granados, A., additional, Romero Moreno, M., additional, Pan Alvarez-Ossorio, M., additional, Menichetti, F., additional, Bongiorni, M., additional, Ferro, B., additional, Segreti, L., additional, Bertini, P., additional, Mariotti, R., additional, Baldassarri, R., additional, Di Cori, A., additional, Zucchelli, G., additional, Guarracino, F., additional, Santoro, A., additional, Federco Alvino, F., additional, Giovanni Antonelli, G., additional, Raffaella De Vito, R., additional, Roberta Molle, R., additional, Sergio Mondillo, S., additional, Mahmoud, Y., additional, Abdel-Kader, M., additional, Guindy, R., additional, Elzahwy, S., additional, Dijkema, E., additional, Molenschot, M., additional, Slieker, M., additional, Oliveira Da Silva, C., additional, Sahlen, A., additional, Winter, R., additional, Back, M., additional, Ruck, A., additional, Settergren, M., additional, Manouras, A., additional, Shahgaldi, K., additional, and Ruzov, V., additional
- Published
- 2013
- Full Text
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8. Evolutionary expansion of CRIB-containing Cdc42 effector proteins
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Pirone, D, primary
- Published
- 2001
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9. The genomic structure of the human SPEC1 gene reveals complex splicing and close promoter proximity to the AF1q translocation gene
- Author
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Pirone, D. M., Oberst, M. D., Stylianou, D., and Burbelo, P. D.
- Published
- 2001
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10. Real-time FPM reconstruction and misalignment correction by numerical Multi-Look and GAN
- Author
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Bianco, V., Delli Priscoli, M., Valentino, M., Pirone, D., Behal, J., Zanfardino, G., Memmolo, P., Bardozzo, F., Miccio, L., Ciaparrone, G., Tagliaferri, R., and Pietro Ferraro
- Abstract
Fourier Ptychographic Microscopy (FPM) is a powerful bioimaging tool. Here we show numerical Multi-Look FPM and GAN-based reconstruction of biological samples to get rid of system misalignments and hone the FPM use in clinical practice.
11. Feel the force: using a bed of needles to map single cell generated traction forces
- Author
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Tan, J.L., primary, Tien, J., additional, Bhadriraju, K., additional, Pirone, D., additional, Gray, D., additional, and Chen, C.S., additional
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12. Feel the force: using a bed of needles to map single cell generated traction forces.
- Author
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Tan, J.L., Tien, J., Bhadriraju, K., Pirone, D., Gray, D., and Chen, C.S.
- Published
- 2002
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13. Club35 Poster Session Thursday 12 December: 12/12/2013, 08:30-18:00 * Location: Poster area
- Author
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Montoro Lopez, M, Iniesta Manjavacas, AM, Mori Junco, R, Pena Conde, L, Pons De Antonio, I, Garcia Blas, S, Lopez Fernandez, T, Moreno Gomez, R, Moreno Yanguela, M, Lopez Sendon, JL, Carro, A, Kiotsekoglou, A, Andoh, J, Brown, S, Kaski, JC, Imamura, Y, Arai, K, Uematsu, S, Fukushima, K, Hoshi, H, Ashihara, K, Takagi, A, Hagiwara, N, Gillis, K, Bala, G, Roosens, B, Remory, I, Droogmans, S, Van Camp, G, Cosyns, B, Van De Heyning, CM, Magne, J, Pierard, LA, Bruyere, PJ, Davin, L, De Maeyer, C, Paelinck, BP, Vrints, CJ, Lancellotti, P, Borowiec, A, Dabrowski, R, Kowalik, I, Firek, B, Chwyczko, T, Janas, J, Szwed, H, Tufaro, V, Fragasso, G, Ingallina, G, Marini, C, Fisicaro, A, Loiacono, F, Margonato, A, Agricola, E, Ferreira, F, Pereira, TS, Abreu, J, Labandeiro, J, Fiarresga, A, Ferreira, AM, Galrinho, A, Branco, LM, Timoteo, AT, Ferreira, RC, Marmol, R, Gomez, M, Garcia, K, Sanmiguel, D, Cabades, C, Monteagudo, M, Nunez, C, Fernandez, C, Diez, JL, Roldan, I, Kolesnyk, MY, Borowiec, A, Dabrowski, R, Kowalik, I, Firek, B, Chwyczko, T, Janas, J, Szwed, H, Marini, C, Tufaro, V, Ancona, MB, Fisicaro, A, Oppizzi, M, Margonato, A, Agricola, E, Krestjyaninov, M, Razin, VA, Gimaev, RH, Carminati, MC, Piazzese, C, Tsang, W, Lang, RM, Caiani, EG, Goncalves, S, Ramalho, A, Placido, R, Marta, L, Cortez Dias, N, Magalhaes, A, Menezes, M, Martins, S, Almeida, A, Nunes Diogo, A, Stokke, T M, Ruddox, V, Sarvari, S I, Otterstad, J E, Aune, E, Edvardsen, T, Pirone, D, De Francesco, V, Marino, F, Gervasi, F, Demartini, C, Goffredo, C, Bono, MC, Mega, S, Chello, M, Di Sciascio, G, Martin Hidalgo, M, Seoane Garcia, T, Carrasco Avalos, F, Mesa Rubio, MD, Delgado Ortega, M, Ruiz Ortiz, M, Mazuelos Bellido, F, Suarez De Lezo Herrero De Tejada, J, Pan Alvarez De Osorio, M, Suarez De Lezo Cruz Conde, J, Seoane Garcia, T, Martin Hidalgo, M, Carrasco Avalos, F, Mesa Rubio, MD, Ruiz Ortiz, M, Delgado Ortega, M, Lopez Granados, A, Romero Moreno, M, Pan Alvarez-Ossorio, M, Suarez De Lezo Cruz Conde, J, Menichetti, F, Bongiorni, MG, Ferro, B, Segreti, L, Bertini, P, Mariotti, R, Baldassarri, R, Di Cori, A, Zucchelli, G, Guarracino, F, Santoro, A, Federco Alvino, FA, Giovanni Antonelli, GA, Raffaella De Vito, RDV, Roberta Molle, RM, Sergio Mondillo, SM, Mahmoud, Y, Abdel-Kader, M, Guindy, R, Elzahwy, S, Dijkema, EJ, Molenschot, MC, Slieker, MG, Oliveira Da Silva, C, Sahlen, A, Winter, R, Back, M, Ruck, A, Settergren, M, Manouras, A, Shahgaldi, K, Krestjyaninov, MV, and Ruzov, VI
- Abstract
Purpose: The coexistence of mitral regurgitation (MR) and severe aortic stenosis is a common problem in elderly patients that limits the indication for percutaneous aortic prosthesis (TAVI). However, recent publications indicate a decrease in MR after TAVI because of the improvement of left ventricle (LV) hemodynamic conditions. The aim of our study was to investigate clinical and echocardiographic predictors of MR after TAVI. Methods: We included patients undergoing TAVI from May 2008 to November 2012. It was performed a 3D transesophageal echocardiogram during the procedure and a transthoracic echocardiogram before discharge and 12 months after implantation. We studied the etiology of MR before procedure, LV ejection fraction, chambers volume, pulmonary hypertension and tricuspid regurgitation, as well as clinical and technical variables related to the procedure. Results: 90 patients underwent TAVI successfully (Table). At the beginning, 21% of patients had MR at least grade III/IV. After TAVI, 84.4% of patients showed no change in MR degree, 12.2% improved and only 3.3% worsened. Variables related with MR worsening were rheumatic MR etiology, history of atrial fibrillation (AF) and the coexistence of significant tricuspid regurgitation (TR) in the baseline study (p <0.04, p <0.01; p <0.03, respectively). Conclusions: In patients undergoing TAVI, the rheumatic etiology of MR, the previous history of AF and significant TR coexistence were factors related to MR worsening after the procedure.
Baseline characteristics. N = 90 Age 81.9 ± 6.9 Women 49 (54.4%) LVEF 56 % ± 11.6 Previous stroke 16 (18%) Previous AF 36 (42.4%) Baseline creatinine serum level 1.3 mg/dl ± 0.5 EuroSCORE 16.8 ± 9.2 Transfemoral approach 71 (79.8%) Transapical approach 18 (20.2%) LVEF: ejection fraction of the left ventricle. AF: atrial fibrillation - Published
- 2013
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14. On the use of multilook Fourier ptychographic microscopy for observing cells and tissues
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Vittorio Bianco, Pasquale Memmolo, Jaromír Běhal, Daniele Pirone, Marika Valentino, Martina Mugnano, Vito Pagliarulo, Lisa Miccio, Pietro Ferraro, Georges, Marc P., Bianco, V., Memmolo, P., Behal, J., Pirone, D., Valentino, M., Mugnano, M., Pagliarulo, V., Miccio, L., and Ferraro, P.
- Published
- 2022
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15. On the hydrodynamic mutual interactions among cells for high-throughput microfluidic holographic cyto-tomography
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Daniele Pirone, Massimiliano Maria Villone, Pasquale Memmolo, Zhe Wang, Volodymyr Tkachenko, Wen Xiao, Leiping Che, Lu Xin, Xiaoping Li, Feng Pan, Pietro Ferraro, Pier Luca Maffettone, Pirone, D., Villone, M. M., Memmolo, P., Wang, Z., Tkachenko, V., Xiao, W., Che, L., Xin, L., Li, X., Pan, F., Ferraro, P., and Maffettone, P. L.
- Subjects
Mechanical Engineering ,Electrical and Electronic Engineering ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials - Published
- 2022
16. Fourier ptychographic microscope allows multi-scale monitoring of cells layout onto micropatterned substrates
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D. Pirone, V. Bianco, M. Valentino, M. Mugnano, V. Pagliarulo, P. Memmolo, L. Miccio, P. Ferraro, Pirone, D., Bianco, V., Valentino, M., Mugnano, M., Pagliarulo, V., Memmolo, P., Miccio, L., and Ferraro, P.
- Subjects
Mechanical Engineering ,Electrical and Electronic Engineering ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials - Published
- 2022
17. Tomographic Phase Microscopy at single cell scale without a-priori knowledge of cell orientations: smart strategies for rotation angles recovery
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Lisa Miccio, Daniele Pirone, Daniele Sirico, Francesco Merola, Pasquale Memmolo, Vittorio Bianco, Zhe Wang, Jaromír Běhal, Danila Del Giudice, Martina Mugnano, Pietro Ferraro, Georges, Marc P., Miccio, L., Pirone, D., Sirico, D., Merola, F., Memmolo, P., Bianco, V., Wang, Z., Behal, J., Del Giudice, D., Mugnano, M., and Ferraro, P.
- Published
- 2022
18. 3D imaging lipidometry in single cell by in-flow holographic tomography
- Author
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Pirone, Daniele, Sirico, Daniele, Miccio, Lisa, Bianco, Vittorio, Mugnano, Martina, Giudice, Danila del, Pasquinelli, Gianandrea, Valente, Sabrina, Lemma, Silvia, Iommarini, Luisa, Kurelac, Ivana, Memmolo, Pasquale, Ferraro, Pietro, Pirone, D., Sirico, D., Miccio, L., Bianco, V., Mugnano, M., Del Giudice, D., Pasquinelli, G., Valente, S., Lemma, S., Iommarini, L., Kurelac, I., Memmolo, P., Ferraro, P., Pirone, Daniele, Sirico, Daniele, Miccio, Lisa, Bianco, Vittorio, Mugnano, Martina, Giudice, Danila del, Pasquinelli, Gianandrea, Valente, Sabrina, Lemma, Silvia, Iommarini, Luisa, Kurelac, Ivana, Memmolo, Pasquale, and Ferraro, Pietro
- Subjects
3D imaging ,label-free phase-contrast imaging ,lipid droplet ,Electrical and Electronic Engineering ,in-flow tomography ,Atomic and Molecular Physics, and Optics ,Surfaces, Coatings and Films ,Electronic, Optical and Magnetic Materials - Abstract
The most recent discoveries in the biochemical field are highlighting the increasingly important role of lipid droplets (LDs) in several regulatory mechanisms in living cells. LDs are dynamic organelles and therefore their complete characteriza- tion in terms of number, size, spatial positioning and relative distribution in the cell volume can shed light on the roles played by LDs. Until now, fluorescence microscopy and transmission electron microscopy are assessed as the gold standard methods for identifying LDs due to their high sensitivity and specificity. However, such methods generally only provide 2D assays and partial measurements. Furthermore, both can be destructive and with low productivity, thus limit- ing analysis of large cell numbers in a sample. Here we demonstrate for the first time the capability of 3D visualization and the full LD characterization in high-throughput with a tomographic phase-contrast flow-cytometer, by using ovarian cancer cells and monocyte cell lines as models. A strategy for retrieving significant parameters on spatial correlations and LD 3D positioning inside each cell volume is reported. The information gathered by this new method could allow more in depth understanding and lead to new discoveries on how LDs are correlated to cellular functions.
- Published
- 2023
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19. Finding intracellular lipid droplets from the single-cell biolens’ signature in a holographic flow-cytometry assay
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Daniele Pirone, Daniele G. Sirico, Martina Mugnano, Danila Del Giudice, Ivana Kurelac, Beatrice Cavina, Pasquale Memmolo, Lisa Miccio, Pietro Ferraro, Pirone, D., Sirico, D. G., Mugnano, M., Del Giudice, D., Kurelac, I., Cavina, B., Memmolo, P., Miccio, L., and Ferraro, P.
- Subjects
Article ,Atomic and Molecular Physics, and Optics ,Biotechnology - Abstract
In recent years, intracellular LDs have been discovered to play an important role in several pathologies. Therefore, detection of LDs would provide an in-demand diagnostic tool if coupled with flow-cytometry to give significant statistical analysis and especially if the diagnosis is made in full non-invasive mode. Here we combine the experimental results of in-flow tomographic phase microscopy with a suited numerical simulation to demonstrate that intracellular LDs can be easily detected through a label-free approach based on the direct analysis of the 2D quantitative phase maps recorded by a holographic flow cytometer. In fact, we demonstrate that the presence of LDs affects the optical focusing lensing features of the embracing cell, which can be considered a biological lens. The research was conducted on white blood cells (i.e., lymphocytes and monocytes) and ovarian cancer cells. Results show that the biolens properties of cells can be a rapid biomarker that aids in boosting the diagnosis of LDs-related pathologies by means of the holographic flow-cytometry assay for fast, non-destructive, and high-throughput screening of statistically significant number of cells.
- Published
- 2022
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20. Tracking-based rolling angles recovery method for holographic tomography of flowing cells
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Lisa Miccio, Pasquale Memmolo, Claudio Curcio, Francesco Merola, Daniele Pirone, Amedeo Capozzoli, Pietro Ferraro, Martina Mugnano, Angelo Liseno, Ferraro, Pietro, Pirone, D., Memmolo, P., Merola, F., Miccio, L., Mugnano, M., Capozzoli, A., Curcio, C., Liseno, A., and Ferraro, P.
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Materials science ,Similarity (geometry) ,Rolling angles recovery ,business.industry ,Phase image similarity metric ,Tomographic flow cytometry ,Phase (waves) ,Holography ,Digital holography ,Tracking (particle physics) ,Sample (graphics) ,Imaging phantom ,law.invention ,Cell phantom ,Biological specimen ,Optics ,Robustness (computer science) ,law ,Tumor cell ,Holographic tomography ,3D holographic tracking ,Tomography ,business - Abstract
Holographic Tomography (HT) is an emerging label-free technique for microscopic bioimaging applications, that allows reconstructing the three-dimensional (3D) refractive index (RI) distribution of biological specimens. Recently, an in-flow HT technique has been proposed in which multiple digital holograms are recorded at different viewing angles around the sample while it flows and rotates within a microfluidic channel. However, unlike conventional HT methods, there is no a priori information about cell 3D orientations, that are instead requested to perform any tomographic algorithm. Here we investigate a tracking-based rolling angles recovery method, showing robustness against the sample’s features. It is based on a phase images similarity metric recently demonstrated, that exploits the local contrast phase measurements to recognize a full cell rotation within the microfluidic channel. Hence, the orientations of the flowing cells are retrieved from their positions, which are in turn computed through the 3D holographic tracking. The performances of the rolling angles recovery method have been assessed both numerically, by simulating a 3D cell phantom, and experimentally, by reconstructing the 3D RI tomograms of two cancer cells. Both the numerical and the experimental analysis have been performed at different spatial resolutions. This rolling angles recovery method, not depending on the cell shapes, the RI contents, and the optical experimental conditions, could pave the way to the study of circulating tumor cells (CTCs) in the challenging tool of liquid biopsy.
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- 2021
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21. Investigation of plant cells intracellular dynamics by digital holography
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Pietro Ferraro, Pasquale Memmolo, Pier Luca Maffettone, Zhe Wang, Daniele Pirone, Vittorio Bianco, Massimiliano M. Villone, Ferraro, Pietro, Wang, Z., Bianco, V., Pirone, D., Memmolo, P., Villone, M. M., Maffettone, P. L., and Ferraro, P.
- Subjects
Microscopy ,Materials science ,Dehydration ,Cell analysi ,fungi ,Holography ,Digital holography ,food and beverages ,Plant cell ,law.invention ,Time lapse imaging ,Phase contrast ,law ,Biophysics ,Digital holographic microscopy ,Time-Lapse Imaging ,Cytoskeleton ,Intracellular - Abstract
Visualizing the intracellular dynamics of plant cells has been an open challenge for modern botany, agronomy and pharmacy. In this paper, we proposed an approach to improve the phase contrast during plant cell holographic imaging by cells' dehydration, and used this method to realize the observation of cytoplasmic circulation inside the living onion epithelial cell. The dehydration process can be seen as a sort of label-free contrast agent for better imaging biological processes. We have investigated live onion epidermal cells, observing their inner dynamics during long time recordings using a digital holographic microscopy system. For the experiments, an off-axis digital holography setup in transmission configuration with double spherical wave interference was used to record the digital holograms of onion cells. Then, we performed long-term time lapse holographic recordings of onion epidermal cells, and the results show that the intracellular tissue structure and the dynamic behavior of the cytoskeleton features and nuclei can be better exhibited via high-contrast phase imaging under cell dehydration conditions. In this case, the movements of intracellular filaments and the nucleus are observed via dynamical high-contrast phase imaging during the dehydration process. The experimental results clearly show the positive effect of dehydration process on intracellular imaging quality, and create the possibility to track the movement of plant organelles. In sum, thanks to the dehydration process of plant cells, holographic phase contrast enhancement imaging is realized.
- Published
- 2021
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22. Rolling angle recovery of flowing cells in holographic tomography exploiting the phase similarity
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Daniele Pirone, Amedeo Capozzoli, Claudio Curcio, Pietro Ferraro, Francesco Merola, Martina Mugnano, Lisa Miccio, Pasquale Memmolo, Angelo Liseno, Pirone, D., Memmolo, P., Merola, F., Miccio, L., Mugnano, M., Capozzoli, A., Curcio, C., Liseno, A., and Ferraro, P.
- Subjects
Similarity (geometry) ,Image quality ,Microfluidics ,Holography ,Normal Distribution ,Phase (waves) ,Biosensing Techniques ,Rotation ,law.invention ,Optics ,law ,Image Processing, Computer-Assisted ,Humans ,Electrical and Electronic Engineering ,Engineering (miscellaneous) ,Physics ,business.industry ,Microfluidic Analytical Techniques ,Atomic and Molecular Physics, and Optics ,Refractometry ,MCF-7 Cells ,Female ,Tomography ,Single-Cell Analysis ,business ,Refractive index ,Digital holography - Abstract
Holographic tomography allows the 3D mapping of the refractive index of biological samples thanks to reconstruction methods based on the knowledge of illumination directions or rotation angles of the imaged sample. Recently, phase contrast tomographic flow cytometry by digital holography has been demonstrated to reconstruct the three-dimensional refractive index distribution of single cells while they are flowing along microfluidic channels. In this system, the illumination direction is fixed while the sample’s rotation is not deterministically known a priori but induced by hydrodynamic forces. We propose here a technique to retrieve the rolling angles, based on a new phase images similarity metric that is capable of identifying a cell’s orientations from its 3D positioning while it is flowing along the microfluidic channel. The method is experimentally tested and also validated through appropriate numerical simulations. We provide demonstration of concept by achieving reconstruction of breast cancer cells tomography.
- Published
- 2020
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23. Prefazione
- Author
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BASSI, ANDREA, PIRONE D., and Bassi A.
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TERZO SETTORE ,NONPROFIT ,COOPERAZIONE SOCIALE ,LEADERSHIP ,POLITICA SOCIALE - Abstract
Il volume che qui si presenta costituisce un raro esempio di “ricostruzione” della memoria storica tanto necessario quanto raro nel panorama dei servizi sociali, socio-sanitari ed educativi, nel nostro paese. Pur a fronte di una varia messe di riviste specializzate, di siti web, di newsletters e di altre forme di materiale documentale e comunicativo, l‟ambito del welfare e della cura soffrono nel nostro paese della mancanza cronica di “pensiero riflesso” autogenerato. Risulta pertanto particolarmente meritoria l‟iniziativa del Comitato “Ambrogio Ziglio” di sostenere borse di studio e ricerca sul movimento cooperativo in Provincia di Ravenna, in memoria dell‟insigne cooperatore, grazie alla quale è stato possibile realizzare il presente lavoro. Ed ancor più degno di nota appare la scelta di dedicare la prima borsa al mondo della cooperazione sociale, che all‟interno della galassia cooperativa è da sempre stata considerata la “cenerentola”. Il volume presenta un andamento circolare che conduce il lettore lungo un percorso di analisi storica e di approfondimento che parte dalla ricostruzione delle origini della cooperazione sociale ravennate (capitolo primo), per proporre una periodizzazione della sua evoluzione in quattro tappe, corrispondenti ad altrettanti decenni (capitolo secondo), passando attraverso una puntuale disanima della situazione attuale (capitolo terzo), per concludere con sette profili biografici di alcuni dei principali protagonisti della cooperazione sociale ravennate (capitolo quarto), tornando al punto da cui si era partiti.
- Published
- 2012
24. Rapid flowing cells localization enabled by spatiotemporal manipulation of their holographic patterns.
- Author
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Huang Z, Wang Z, Pirone D, Bianco V, Miccio L, Memmolo P, Cao L, and Ferraro P
- Abstract
Lab-on-a-Chip microfluidic devices present an innovative and cost-effective platform in the current trend of miniaturization and simplification of imaging flow cytometry; they are excellent candidates for high-throughput single-cell analysis. In such microfluidic platforms, cell tracking becomes a fundamental tool for investigating biophysical processes, from intracellular dynamics to the characterization of cell motility and migration. However, high-throughput and long-term cell tracking puts a high demand on the consumption of computing resources. Here, we propose a novel strategy to achieve rapid 3D cell localizations along the microfluidic channel. This method is based on the spatiotemporal manipulation of recorded holographic interference fringes, and it allows fast and precise localization of cells without performing complete holographic reconstruction. Conventional holographic tracking is typically based on the phase contrast obtained by decoupling the calculation of optical axial and transverse coordinates. Computing time and resource consumption may increase because all the frames need to be calculated in the Fourier domain. In our proposed method, the 2D transverse positions are directly located by morphological calculation based on the hologram. The complex-amplitude wavefronts are directly reconstructed by spatiotemporal phase shifting to calculate the axial position by the refocusing criterion. Only spatial calculation is considered in the proposed method. We demonstrate that the computational time of transverse tracking is only one-tenth of the conventional method, while the total computational time of the proposed method decreases up to 54% with respect to the conventional approach. The proposed approach can open the route for analyzing flow cytometry in quantitative phase microscopy assays., Competing Interests: The authors have no conflicts to disclose., (© 2024 Author(s).)
- Published
- 2024
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25. Investigation on lysosomal accumulation by a quantitative analysis of 2D phase-maps in digital holography microscopy.
- Author
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Giugliano G, Schiavo M, Pirone D, Běhal J, Bianco V, Montefusco S, Memmolo P, Miccio L, Ferraro P, and Medina DL
- Subjects
- Animals, Mice, Fibroblasts metabolism, Fibroblasts pathology, Humans, Lysosomal Storage Diseases metabolism, Lysosomal Storage Diseases pathology, Lysosomal Storage Diseases genetics, Lysosomal Storage Diseases diagnosis, Mucopolysaccharidosis III metabolism, Mucopolysaccharidosis III pathology, Mucopolysaccharidosis III genetics, Quantitative Phase Imaging, Lysosomes metabolism
- Abstract
Lysosomes are the terminal end of catabolic pathways in the cell, as well as signaling centers performing important functions such as the recycling of macromolecules, organelles, and nutrient adaptation. The importance of lysosomes in human health is supported by the fact that the deficiency of most lysosomal genes causes monogenic diseases called as a group Lysosomal Storage Diseases (LSDs). A common phenotypic hallmark of LSDs is the expansion of the lysosomal compartment that can be detected by using conventional imaging methods based on immunofluorescence protocols or overexpression of tagged lysosomal proteins. These methods require the alteration of the cellular architecture (i.e., due to fixation methods), can alter the behavior of cells (i.e., by the overexpression of proteins), and require sample preparation and the accurate selection of compatible fluorescent markers in relation to the type of analysis, therefore limiting the possibility of characterizing cellular status with simplicity. Therefore, a quantitative and label-free methodology, such as Quantitative Phase Imaging through Digital Holographic (QPI-DH), for the microscopic imaging of lysosomes in health and disease conditions may represent an important advance to study and effectively diagnose the presence of lysosomal storage in human disease. Here we proof the effectiveness of the QPI-DH method in accomplishing the detection of the lysosomal compartment using mouse embryonic fibroblasts (MEFs) derived from a Mucopolysaccharidosis type III-A (MSP-IIIA) mouse model, and comparing them with wild-type (WT) MEFs. We found that it is possible to identify label-free biomarkers able to supply a first pre-screening of the two populations, thus showing that QPI-DH can be a suitable candidate to surpass fluorescent drawbacks in the detection of lysosomes dysfunction. An appropriate numerical procedure was developed for detecting and evaluate such cellular substructures from in vitro cells cultures. Results reported in this study are encouraging about the further development of the proposed QPI-DH approach for such type of investigations about LSDs., (© 2024 International Society for Advancement of Cytometry.)
- Published
- 2024
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26. Multi-scale fractal Fourier Ptychographic microscopy to assess the dose-dependent impact of copper pollution on living diatoms.
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Bianco V, Miccio L, Pirone D, Cavalletti E, Behal J, Memmolo P, Sardo A, and Ferraro P
- Subjects
- Humans, Copper pharmacology, Microscopy, Fractals, Diatoms, Metals, Heavy pharmacology
- Abstract
Accumulation of bioavailable heavy metals in aquatic environment poses a serious threat to marine communities and human health due to possible trophic transfers through the food chain of toxic, non-degradable, exogenous pollutants. Copper (Cu) is one of the most spread heavy metals in water, and can severely affect primary producers at high doses. Here we show a novel imaging test to assay the dose-dependent effects of Cu on live microalgae identifying stress conditions when they are still capable of sustaining a positive growth. The method relies on Fourier Ptychographic Microscopy (FPM), capable to image large field of view in label-free phase-contrast mode attaining submicron lateral resolution. We uniquely combine FPM with a new multi-scale analysis method based on fractal geometry. The system is able to provide ensemble measurements of thousands of diatoms in the liquid sample simultaneously, while ensuring at same time single-cell imaging and analysis for each diatom. Through new image descriptors, we demonstrate that fractal analysis is suitable for handling the complexity and informative power of such multiscale FPM modality. We successfully tested this new approach by measuring how different concentrations of Cu impact on Skeletonema pseudocostatum diatom populations isolated from the Sarno River mouth., (© 2024. The Author(s).)
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- 2024
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27. Classifying breast cancer and fibroadenoma tissue biopsies from paraffined stain-free slides by fractal biomarkers in Fourier Ptychographic Microscopy.
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Bianco V, Valentino M, Pirone D, Miccio L, Memmolo P, Brancato V, Coppola L, Smaldone G, D'Aiuto M, Mossetti G, Salvatore M, and Ferraro P
- Abstract
Breast cancer is one of the most spread and monitored pathologies in high-income countries. After breast biopsy, histological tissue is stored in paraffin, sectioned and mounted. Conventional inspection of tissue slides under benchtop light microscopes involves paraffin removal and staining, typically with H&E. Then, expert pathologists are called to judge the stained slides. However, paraffin removal and staining are operator-dependent, time and resources consuming processes that can generate ambiguities due to non-uniform staining. Here we propose a novel method that can work directly on paraffined stain-free slides. We use Fourier Ptychography as a quantitative phase-contrast microscopy method, which allows accessing a very wide field of view (i.e., mm
2 ) in one single image while guaranteeing high lateral resolution (i.e., 0.5 µm). This imaging method is multi-scale, since it enables looking at the big picture, i.e. the complex tissue structure and connections, with the possibility to zoom-in up to the single-cell level. To handle this informative image content, we introduce elements of fractal geometry as multi-scale analysis method. We show the effectiveness of fractal features in describing and classifying fibroadenoma and breast cancer tissue slides from ten patients with very high accuracy. We reach 94.0 ± 4.2% test accuracy in classifying single images. Above all, we show that combining the decisions of the single images, each patient's slide can be classified with no error. Besides, fractal geometry returns a guide map to help pathologist to judge the different tissue portions based on the likelihood these can be associated to a breast cancer or fibroadenoma biomarker. The proposed automatic method could significantly simplify the steps of tissue analysis and make it independent from the sample preparation, the skills of the lab operator and the pathologist., Competing Interests: The authors have no conflict of interests to declare., (© 2024 The Authors.)- Published
- 2024
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28. Label-free cell classification in holographic flow cytometry through an unbiased learning strategy.
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Ciaparrone G, Pirone D, Fiore P, Xin L, Xiao W, Li X, Bardozzo F, Bianco V, Miccio L, Pan F, Memmolo P, Tagliaferri R, and Ferraro P
- Subjects
- Flow Cytometry, Image Processing, Computer-Assisted methods, Microscopy, Algorithms, Holography methods
- Abstract
Nowadays, label-free imaging flow cytometry at the single-cell level is considered the stepforward lab-on-a-chip technology to address challenges in clinical diagnostics, biology, life sciences and healthcare. In this framework, digital holography in microscopy promises to be a powerful imaging modality thanks to its multi-refocusing and label-free quantitative phase imaging capabilities, along with the encoding of the highest information content within the imaged samples. Moreover, the recent achievements of new data analysis tools for cell classification based on deep/machine learning, combined with holographic imaging, are urging these systems toward the effective implementation of point of care devices. However, the generalization capabilities of learning-based models may be limited from biases caused by data obtained from other holographic imaging settings and/or different processing approaches. In this paper, we propose a combination of a Mask R-CNN to detect the cells, a convolutional auto-encoder, used to the image feature extraction and operating on unlabelled data, thus overcoming the bias due to data coming from different experimental settings, and a feedforward neural network for single cell classification, that operates on the above extracted features. We demonstrate the proposed approach in the challenging classification task related to the identification of drug-resistant endometrial cancer cells.
- Published
- 2024
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29. Beyond fluorescence: advances in computational label-free full specificity in 3D quantitative phase microscopy.
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Pirone D, Bianco V, Miccio L, Memmolo P, Psaltis D, and Ferraro P
- Subjects
- Microscopy, Phase-Contrast methods, Quantitative Phase Imaging, Microscopy methods
- Abstract
Despite remarkable progresses in quantitative phase imaging (QPI) microscopes, their wide acceptance is limited due to the lack of specificity compared with the well-established fluorescence microscopy. In fact, the absence of fluorescent tag prevents to identify subcellular structures in single cells, making challenging the interpretation of label-free 2D and 3D phase-contrast data. Great effort has been made by many groups worldwide to address and overcome such limitation. Different computational methods have been proposed and many more are currently under investigation to achieve label-free microscopic imaging at single-cell level to recognize and quantify different subcellular compartments. This route promises to bridge the gap between QPI and FM for real-world applications., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2024
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30. Label-Free Intracellular Multi-Specificity in Yeast Cells by Phase-Contrast Tomographic Flow Cytometry.
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Bianco V, D'Agostino M, Pirone D, Giugliano G, Mosca N, Di Summa M, Scerra G, Memmolo P, Miccio L, Russo T, Stella E, and Ferraro P
- Subjects
- Flow Cytometry methods, Cytoplasm, Microscopy, Fluorescence, Saccharomyces cerevisiae, Artificial Intelligence
- Abstract
In-flow phase-contrast tomography provides a 3D refractive index of label-free cells in cytometry systems. Its major limitation, as with any quantitative phase imaging approach, is the lack of specificity compared to fluorescence microscopy, thus restraining its huge potentialities in single-cell analysis and diagnostics. Remarkable results in introducing specificity are obtained through artificial intelligence (AI), but only for adherent cells. However, accessing the 3D fluorescence ground truth and obtaining accurate voxel-level co-registration of image pairs for AI training is not viable for high-throughput cytometry. The recent statistical inference approach is a significant step forward for label-free specificity but remains limited to cells' nuclei. Here, a generalized computational strategy based on a self-consistent statistical inference to achieve intracellular multi-specificity is shown. Various subcellular compartments (i.e., nuclei, cytoplasmic vacuoles, the peri-vacuolar membrane area, cytoplasm, vacuole-nucleus contact site) can be identified and characterized quantitatively at different phases of the cells life cycle by using yeast cells as a biological model. Moreover, for the first time, virtual reality is introduced for handling the information content of multi-specificity in single cells. Full fruition is proofed for exploring and interacting with 3D quantitative biophysical parameters of the identified compartments on demand, thus opening the route to a metaverse for 3D microscopy., (© 2023 The Authors. Small Methods published by Wiley-VCH GmbH.)
- Published
- 2023
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31. Phenotyping neuroblastoma cells through intelligent scrutiny of stain-free biomarkers in holographic flow cytometry.
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Pirone D, Montella A, Sirico D, Mugnano M, Del Giudice D, Kurelac I, Tirelli M, Iolascon A, Bianco V, Memmolo P, Capasso M, Miccio L, and Ferraro P
- Abstract
To efficiently tackle certain tumor types, finding new biomarkers for rapid and complete phenotyping of cancer cells is highly demanded. This is especially the case for the most common pediatric solid tumor of the sympathetic nervous system, namely, neuroblastoma (NB). Liquid biopsy is in principle a very promising tool for this purpose, but usually enrichment and isolation of circulating tumor cells in such patients remain difficult due to the unavailability of universal NB cell-specific surface markers. Here, we show that rapid screening and phenotyping of NB cells through stain-free biomarkers supported by artificial intelligence is a viable route for liquid biopsy. We demonstrate the concept through a flow cytometry based on label-free holographic quantitative phase-contrast microscopy empowered by machine learning. In detail, we exploit a hierarchical decision scheme where at first level NB cells are classified from monocytes with 97.9% accuracy. Then we demonstrate that different phenotypes are discriminated within NB class. Indeed, for each cell classified as NB its belonging to one of four NB sub-populations (i.e., CHP212, SKNBE2, SHSY5Y, and SKNSH) is evaluated thus achieving accuracy in the range 73.6%-89.1%. The achieved results solve the realistic problem related to the identification circulating tumor cell, i.e., the possibility to recognize and detect tumor cells morphologically similar to blood cells, which is the core issue in liquid biopsy based on stain-free microscopy. The presented approach operates at lab-on-chip scale and emulates real-world scenarios, thus representing a future route for liquid biopsy by exploiting intelligent biomedical imaging., Competing Interests: The authors have no conflicts to disclose., (© 2023 Author(s).)
- Published
- 2023
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32. Label-free liquid biopsy through the identification of tumor cells by machine learning-powered tomographic phase imaging flow cytometry.
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Pirone D, Montella A, Sirico DG, Mugnano M, Villone MM, Bianco V, Miccio L, Porcelli AM, Kurelac I, Capasso M, Iolascon A, Maffettone PL, Memmolo P, and Ferraro P
- Subjects
- Humans, Flow Cytometry methods, Machine Learning, Liquid Biopsy, Tomography, Artificial Intelligence, Neoplastic Cells, Circulating
- Abstract
Image-based identification of circulating tumor cells in microfluidic cytometry condition is one of the most challenging perspectives in the Liquid Biopsy scenario. Here we show a machine learning-powered tomographic phase imaging flow cytometry system capable to provide high-throughput 3D phase-contrast tomograms of each single cell. In fact, we show that discrimination of tumor cells against white blood cells is potentially achievable with the aid of artificial intelligence in a label-free flow-cyto-tomography method. We propose a hierarchical machine learning decision-maker, working on a set of features calculated from the 3D tomograms of the cells' refractive index. We prove that 3D morphological features are adequately distinctive to identify tumor cells versus the white blood cell background in the first stage and, moreover, in recognizing the tumor type at the second decision step. Proof-of-concept experiments are shown, in which two different tumor cell lines, namely neuroblastoma cancer cells and ovarian cancer cells, are used against monocytes. The reported results allow claiming the identification of tumor cells with a success rate higher than 97% and with an accuracy over 97% in discriminating between the two cancer cell types, thus opening in a near future the route to a new Liquid Biopsy tool for detecting and classifying circulating tumor cells in blood by stain-free method., (© 2023. The Author(s).)
- Published
- 2023
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33. On monocytes and lymphocytes biolens clustering by in flow holographic microscopy.
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Běhal J, Pirone D, Sirico D, Bianco V, Mugnano M, Del Giudice D, Cavina B, Kurelac I, Memmolo P, Miccio L, and Ferraro P
- Subjects
- Humans, Monocytes, Optics and Photonics, Lymphocytes, Microscopy methods, Holography methods
- Abstract
Live cells act as biological lenses and can be employed as real-world optical components in bio-hybrid systems. Imaging at nanoscale, optical tweezers, lithography and also photonic waveguiding are some of the already proven functionalities, boosted by the advantage that cells are fully biocompatible for intra-body applications. So far, various cell types have been studied for this purpose, such as red blood cells, bacterial cells, stem cells and yeast cells. White Blood Cells (WBCs) play a very important role in the regulation of the human body activities and are usually monitored for assessing its health. WBCs can be considered bio-lenses but, to the best of our knowledge, characterization of their optical properties have not been investigated yet. Here, we report for the first time an accurate study of two model classes of WBCs (i.e., monocytes and lymphocytes) by means of a digital holographic microscope coupled with a microfluidic system, assuming WBCs bio-lens characteristics. Thus, quantitative phase maps for many WBCs have been retrieved in flow-cytometry (FC) by achieving a significant statistical analysis to prove the enhancement in differentiation among sphere-like bio-lenses according to their sizes (i.e., diameter d) exploiting intensity parameters of the modulated light in proximity of the cell optical axis. We show that the measure of the low intensity area (S: I z < I th z ) in a fixed plane, is a feasible parameter for cell clustering, while achieving robustness against experimental misalignments and allowing to adjust the measurement sensitivity in post-processing. 2D scatterplots of the identified parameters (d-S) show better differentiation respect to the 1D case. The results show that the optical focusing properties of WBCs allow the clustering of the two populations by means of a mere morphological analysis, thus leading to the new concept of cell-optical-fingerprint avoiding fluorescent dyes. This perspective can open new routes in biomedical sciences, such as the chance to find optical-biomarkers at single cell level for label-free diagnosis., (© 2022 The Authors. Cytometry Part A published by Wiley Periodicals LLC on behalf of International Society for Advancement of Cytometry.)
- Published
- 2023
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34. Stain-free identification of cell nuclei using tomographic phase microscopy in flow cytometry.
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Pirone D, Lim J, Merola F, Miccio L, Mugnano M, Bianco V, Cimmino F, Visconte F, Montella A, Capasso M, Iolascon A, Memmolo P, Psaltis D, and Ferraro P
- Abstract
Quantitative Phase Imaging (QPI) has gained popularity in bioimaging because it can avoid the need for cell staining, which in some cases is difficult or impossible. However, as a result, QPI does not provide labelling of various specific intracellular structures. Here we show a novel computational segmentation method based on statistical inference that makes it possible for QPI techniques to identify the cell nucleus. We demonstrate the approach with refractive index tomograms of stain-free cells reconstructed through the tomographic phase microscopy in flow cytometry mode. In particular, by means of numerical simulations and two cancer cell lines, we demonstrate that the nucleus can be accurately distinguished within the stain-free tomograms. We show that our experimental results are consistent with confocal fluorescence microscopy (FM) data and microfluidic cytofluorimeter outputs. This is a significant step towards extracting specific three-dimensional intracellular structures directly from the phase-contrast data in a typical flow cytometry configuration., Competing Interests: Competing interests D.Pi., J.L., L.M., V.B., P.M., D.Ps., P.F. have filed a patent pending (application number IT102021000019490) about some key aspects described in the paper. The authors declare no other competing interests.
- Published
- 2022
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35. Effects of three-months folate supplementation on early vascular abnormalities in hyperhomocysteinemic patients with epilepsy.
- Author
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De Luca M, Valvano A, Striano P, Bosso G, Pirone D, Trinchillo A, Bilo L, and Oliviero U
- Subjects
- Humans, Matrix Metalloproteinase 9, Dietary Supplements, Homocysteine, Folic Acid therapeutic use, Tissue Inhibitor of Metalloproteinase-1, Epilepsy complications, Epilepsy drug therapy
- Abstract
Background: Epilepsy has been associated with an increased risk of cardiovascular events. Anti-seizure medication (ASM) may contribute to vascular risk by several mechanisms, including increased homocysteine levels. This study aims to assess the global vascular burden in hyperhomocysteinemic people with epilepsy (PWE) on long-term ASM before and after folic acid supplementation and in subgroups of PWE treated with single enzyme-inducing or single non-enzyme inducing ASM., Methods: One hundred and seventy-four hyperhomocysteinemic (HHcy) PWE who met the inclusion criteria were enrolled. Carotid Doppler ultrasonography, FMD and ultrasound assessment of the brachial artery properties at the baseline and after 90 days of folic acid supplementation were performed. The vascular biomarkers MMP-9 and TIMP-1 were also detected., Results: After folic acid supplementation, in HHcy patients homocysteine levels reduced from 26.8 ± 10.5 to 20.2 ± 5.3 μmol/L, carotid Intima-Media-Thickness reduced from 0.83+0.06 mm to 0.79±0.05 mm, and FMD, distensibility coefficient and β-stiffness improved (p < 0.05). Moreover, MMP-9 and TIMP-1 reduced after supplementation (p < 0.05). PWE treated with a single enzyme-inducing ASM showed an impairment of vascular parameters compared to patients treated with non-enzyme inducing ASM., Conclusions: The results highlight the importance of assessing homocysteine levels and estimating the cardiovascular risk of PWE, preferring non-enzyme inducing ASM in high cardiovascular-risk patients. An adequate correction of homocysteine levels with folate supplementation should be considered to improve the cardiovascular profile., Competing Interests: Declaration of Competing Interest The authors declare that they have no conflict of interest/competing interests., (Published by Elsevier Ltd.)
- Published
- 2022
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- View/download PDF
36. Finding intracellular lipid droplets from the single-cell biolens' signature in a holographic flow-cytometry assay.
- Author
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Pirone D, Sirico DG, Mugnano M, Del Giudice D, Kurelac I, Cavina B, Memmolo P, Miccio L, and Ferraro P
- Abstract
In recent years, intracellular LDs have been discovered to play an important role in several pathologies. Therefore, detection of LDs would provide an in-demand diagnostic tool if coupled with flow-cytometry to give significant statistical analysis and especially if the diagnosis is made in full non-invasive mode. Here we combine the experimental results of in-flow tomographic phase microscopy with a suited numerical simulation to demonstrate that intracellular LDs can be easily detected through a label-free approach based on the direct analysis of the 2D quantitative phase maps recorded by a holographic flow cytometer. In fact, we demonstrate that the presence of LDs affects the optical focusing lensing features of the embracing cell, which can be considered a biological lens. The research was conducted on white blood cells (i.e., lymphocytes and monocytes) and ovarian cancer cells. Results show that the biolens properties of cells can be a rapid biomarker that aids in boosting the diagnosis of LDs-related pathologies by means of the holographic flow-cytometry assay for fast, non-destructive, and high-throughput screening of statistically significant number of cells., Competing Interests: The authors declare no conflicts of interest., (© 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.)
- Published
- 2022
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37. Speeding up reconstruction of 3D tomograms in holographic flow cytometry via deep learning.
- Author
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Pirone D, Sirico D, Miccio L, Bianco V, Mugnano M, Ferraro P, and Memmolo P
- Subjects
- Image Processing, Computer-Assisted, Microscopy, Neural Networks, Computer, Deep Learning, Flow Cytometry, Holography methods
- Abstract
Tomographic flow cytometry by digital holography is an emerging imaging modality capable of collecting multiple views of moving and rotating cells with the aim of recovering their refractive index distribution in 3D. Although this modality allows us to access high-resolution imaging with high-throughput, the huge amount of time-lapse holographic images to be processed (hundreds of digital holograms per cell) constitutes the actual bottleneck. This prevents the system from being suitable for lab-on-a-chip platforms in real-world applications, where fast analysis of measured data is mandatory. Here we demonstrate a significant speeding-up reconstruction of phase-contrast tomograms by introducing in the processing pipeline a multi-scale fully-convolutional context aggregation network. Although it was originally developed in the context of semantic image analysis, we demonstrate for the first time that it can be successfully adapted to a holographic lab-on-chip platform for achieving 3D tomograms through a faster computational process. We trained the network with input-output image pairs to reproduce the end-to-end holographic reconstruction process, i.e. recovering quantitative phase maps (QPMs) of single cells from their digital holograms. Then, the sequence of QPMs of the same rotating cell is used to perform the tomographic reconstruction. The proposed approach significantly reduces the computational time for retrieving tomograms, thus making them available in a few seconds instead of tens of minutes, while essentially preserving the high-content information of tomographic data. Moreover, we have accomplished a compact deep convolutional neural network parameterization that can fit into on-chip SRAM and a small memory footprint, thus demonstrating its possible exploitation to provide onboard computations for lab-on-chip devices with low processing hardware resources.
- Published
- 2022
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38. Dehydration of plant cells shoves nuclei rotation allowing for 3D phase-contrast tomography.
- Author
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Wang Z, Bianco V, Pirone D, Memmolo P, Villone MM, Maffettone PL, and Ferraro P
- Abstract
Single-cell phase-contrast tomography promises to become decisive for studying 3D intracellular structures in biology. It involves probing cells with light at wide angles, which unfortunately requires complex systems. Here we show an intriguing concept based on an inherent natural process for plants biology, i.e., dehydration, allowing us to easily obtain 3D-tomography of onion-epidermal cells' nuclei. In fact, the loss of water reduces the turgor pressure and we recognize it induces significant rotation of cells' nuclei. Thanks to the holographic focusing flexibility and an ad-hoc angles' tracking algorithm, we combine different phase-contrast views of the nuclei to retrieve their 3D refractive index distribution. Nucleolus identification capability and a strategy for measuring morphology, dry mass, biovolume, and refractive index statistics are reported and discussed. This new concept could revolutionize the investigation in plant biology by enabling dynamic 3D quantitative and label-free analysis at sub-nuclear level using a conventional holographic setup., (© 2021. The Author(s).)
- Published
- 2021
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39. Three-Dimensional Quantitative Intracellular Visualization of Graphene Oxide Nanoparticles by Tomographic Flow Cytometry.
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Pirone D, Mugnano M, Memmolo P, Merola F, Lama GC, Castaldo R, Miccio L, Bianco V, Grilli S, and Ferraro P
- Subjects
- Flow Cytometry, Oxides, Graphite, Nanoparticles
- Abstract
Interaction of nanoparticles (NPs) with cells is of fundamental importance in biology and biomedical sciences. NPs can be taken up by cells, thus interacting with their intracellular elements, modifying the life cycle pathways, and possibly inducing death. Therefore, there is a great interest in understanding and visualizing the process of cellular uptake itself or even secondary effects, for example, toxicity. Nowadays, no method is reported yet in which 3D imaging of NPs distribution can be achieved for suspended cells in flow-cytometry. Here we show that, by means of label-free tomographic flow-cytometry, it is possible to obtain full 3D quantitative spatial distribution of nanographene oxide (nGO) inside each single flowing cell. This can allow the setting of a class of biomarkers that characterize the 3D spatial intracellular deployment of nGO or other NPs clusters, thus opening the route for quantitative descriptions to discover new insights in the realm of NP-cell interactions.
- Published
- 2021
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40. Rolling angle recovery of flowing cells in holographic tomography exploiting the phase similarity.
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Pirone D, Memmolo P, Merola F, Miccio L, Mugnano M, Capozzoli A, Curcio C, Liseno A, and Ferraro P
- Subjects
- Biosensing Techniques, Female, Humans, Image Processing, Computer-Assisted, MCF-7 Cells, Microfluidic Analytical Techniques, Normal Distribution, Refractometry, Holography instrumentation, Microfluidics instrumentation, Single-Cell Analysis instrumentation
- Abstract
Holographic tomography allows the 3D mapping of the refractive index of biological samples thanks to reconstruction methods based on the knowledge of illumination directions or rotation angles of the imaged sample. Recently, phase contrast tomographic flow cytometry by digital holography has been demonstrated to reconstruct the three-dimensional refractive index distribution of single cells while they are flowing along microfluidic channels. In this system, the illumination direction is fixed while the sample's rotation is not deterministically known a priori but induced by hydrodynamic forces. We propose here a technique to retrieve the rolling angles, based on a new phase images similarity metric that is capable of identifying a cell's orientations from its 3D positioning while it is flowing along the microfluidic channel. The method is experimentally tested and also validated through appropriate numerical simulations. We provide demonstration of concept by achieving reconstruction of breast cancer cells tomography.
- Published
- 2021
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41. Contrasting Photo-Switching Rates in Azobenzene Derivatives: How the Nature of the Substituent Plays a Role.
- Author
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Pirone D, Bandeira NAG, Tylkowski B, Boswell E, Labeque R, Garcia Valls R, and Giamberini M
- Abstract
A molecular design approach was used to create asymmetrical visible light-triggered azo-derivatives that can be good candidates for polymer functionalization. The specific electron-donor substituted molecules were characterized and studied by means of NMR analyses and UV-visible spectroscopy, comparing the results with Time Dependent Density Functional (TD-DFT) calculations. A slow rate of isomerization (k
i = 1.5 × 10-4 s-1 ) was discovered for 4-((2-hydroxy-5methylphenyl) diazenyl)-3-methoxybenzoic acid (AZO1). By methylating this moiety, it was possible to unlock the isomerization mechanism for the second molecule, methyl 3-methoxy-4-((2-methoxy-5-methylphenyl) diazenyl)benzoate (AZO2), reaching promising isomerization rates with visible light irradiation in different solvents. It was discovered that this rate was heightened by one order of magnitude (ki = 3.1 × 10-3 s-1 ) for AZO2. A computational analysis using density functional (DFT/PBE0) and wavefunction (QD-NEVPT2) methodologies provided insight into the photodynamics of these systems. Both molecules require excitation to the second (S2 ) excited state situated in the visible region to initiate the isomerization. Two classic mechanisms were considered, namely rotation and inversion, with the former being energetically more favorable. These azo-derivatives show potential that paves the way for future applications as building blocks of functional polymers. Likewise, they could be really effective for the modification of existing commercial polymers, thus transferring their stimuli responsive properties to polymeric bulky structures, converting them into smart materials.- Published
- 2020
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42. Molecular Design of Microcapsule Shells for Visible Light-Triggered Release.
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Pirone D, Marturano V, Del Pezzo R, Fernández Prieto S, Underiner T, Giamberini M, and Tylkowski B
- Abstract
The development of photo-responsive capsules to tune and control the sustained-release of encapsulated actives is a fascinating and challenging route to improve the performances and effectiveness of a wide range of delivery applications. In this work, we report the preparation of visible light-responsive capsules obtained via oil-in-water interfacial polycondensation between modified diacyl-chloride azobenzene moiety and diamine flexible spacer in the presence of cross-linkers with different structures and functionalities. The effect on the release profile of the encapsulated perfume oil was investigated using three flexible spacers with different lengths (1,8-diaminooctane; 1,6-diaminohexane and 1,4-diaminobutane) and two types of cross-linkers (1,3,5-benzenetricarbonyl trichloride and melamine). We analyzed how the properties of microcapsules can be tailored changing the design of the shell structure. Fine tuning of the perfume release profiles was obtained. The changes in capsules size and morphology due to visible light irradiation were monitored via light scattering, optical microscopy and atomic force microscopy. Perfume release was 50% faster in the systems prepared with melamine as the cross-linker. Modelling studies were carried out to support the discussion of the experimental results.
- Published
- 2019
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43. In Situ Raman Spectroscopy as a Tool for Structural Insight into Cation Non-Ionomeric Polymer Interactions during Ion Transport.
- Author
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Bogdanowicz KA, Pirone D, Prats-Reig J, Ambrogi V, Reina JA, and Giamberini M
- Abstract
Low-modified liquid-crystalline polyether (CP36), as a model compound, was synthesised with the purpose of preparing a membrane with columnar ionic channels. A free-standing cation permselective biomimetic membrane was successfully prepared and found to have channels made of polymeric columns homeotropically oriented, which was confirmed in X-ray diffraction (XRD) analysis. A first insight into a real-time interaction between two selected cations: H⁺ and Na⁺, and polyether during transport through the polymeric membrane was demonstrated using joined chronoamperometry and Raman spectroscopy techniques. Raman studies unveiled the possibility for smaller protons to bypass the usual ionic pathway via polyetheric chain and use outer part of ionic channel for conduction thanks to ester bonds., Competing Interests: The authors declare no conflict of interest.
- Published
- 2018
- Full Text
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44. qPCR for second year undergraduates: A short, structured inquiry to illustrate differential gene expression.
- Author
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McCauslin CS, Gunn KE, Pirone D, and Staiger J
- Subjects
- Curriculum, Gene Expression, Humans, Laboratories, Biochemistry education, Molecular Biology education, Real-Time Polymerase Chain Reaction methods, Teaching methods
- Abstract
We describe a structured inquiry laboratory exercise that examines transcriptional regulation of the NOS2 gene under conditions that simulate the inflammatory response in macrophages. Using quantitative PCR and the comparative CT method, students are able determine whether transcriptional activation of NOS2 occurs and to what degree. The exercise is aimed at second year undergraduates who possess basic knowledge of gene expression events. It requires only 4-5 hr of dedicated laboratory time and focuses on use of the primary literature, data analysis, and interpretation. Importantly, this exercise provides a mechanism to introduce the concept of differential gene expression and provides a starting point for development of more complex guided or open inquiry projects for students moving into upper level molecular biology, immunology, and biochemistry course work., (© 2015 The International Union of Biochemistry and Molecular Biology.)
- Published
- 2015
- Full Text
- View/download PDF
45. Activation of ROCK by RhoA is regulated by cell adhesion, shape, and cytoskeletal tension.
- Author
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Bhadriraju K, Yang M, Alom Ruiz S, Pirone D, Tan J, and Chen CS
- Subjects
- Animals, Cattle, Cell Adhesion, Cell Movement, Endothelial Cells cytology, Endothelial Cells enzymology, Enzyme Activation, Extracellular Matrix metabolism, Humans, Ligands, Models, Biological, Stress Fibers metabolism, rho-Associated Kinases, Cell Shape, Cytoskeleton enzymology, Intracellular Signaling Peptides and Proteins metabolism, Protein Serine-Threonine Kinases metabolism, rhoA GTP-Binding Protein metabolism
- Abstract
Adhesion to the extracellular matrix regulates numerous changes in the actin cytoskeleton by regulating the activity of the Rho family of small GTPases. Here, we report that adhesion and the associated changes in cell shape and cytoskeletal tension are all required for GTP-bound RhoA to activate its downstream effector, ROCK. Using an in vitro kinase assay for endogenous ROCK, we found that cells in suspension, attached on substrates coated with low density fibronectin, or on spreading-restrictive micropatterned islands all exhibited low ROCK activity and correspondingly low myosin light chain phosphorylation, in the face of high levels of GTP-bound RhoA. In contrast, allowing cells to spread against substrates rescued ROCK and myosin activity. Interestingly, inhibition of tension with cytochalasin D or blebbistatin also inhibited ROCK activity within 20 min. The abrogation of ROCK activity by cell detachment or inhibition of tension could not be rescued by constitutively active RhoA-V14. These results suggest the existence of a feedback loop between cytoskeletal tension, adhesion maturation, and ROCK signaling that likely contributes to numerous mechanochemical processes.
- Published
- 2007
- Full Text
- View/download PDF
46. A new family of Cdc42 effector proteins, CEPs, function in fibroblast and epithelial cell shape changes.
- Author
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Hirsch DS, Pirone DM, and Burbelo PD
- Subjects
- 3T3 Cells, Actins physiology, Actins ultrastructure, Adaptor Proteins, Signal Transducing, Amino Acid Sequence, Animals, Binding Sites, Cadherins metabolism, Carrier Proteins chemistry, Carrier Proteins genetics, Cell Size, Cloning, Molecular, Consensus Sequence, Cytoskeletal Proteins, DNA-Binding Proteins chemistry, DNA-Binding Proteins genetics, Epithelial Cells physiology, Fibroblasts physiology, GTP Phosphohydrolases, GTP-Binding Protein Regulators, Humans, Kinetochores, Mice, Molecular Sequence Data, Nuclear Proteins chemistry, Nuclear Proteins genetics, RNA-Binding Proteins, Recombinant Proteins metabolism, Sequence Alignment, Sequence Homology, Amino Acid, Transfection, rho GTP-Binding Proteins, Carrier Proteins metabolism, DNA-Binding Proteins metabolism, Epithelial Cells cytology, Fibroblasts cytology, GTP Phosphohydrolase Activators, Nuclear Proteins metabolism, Rho Guanine Nucleotide Exchange Factors, Saccharomyces cerevisiae Proteins, cdc42 GTP-Binding Protein metabolism
- Abstract
Cdc42, a Rho GTPase, regulates the organization of the actin cytoskeleton by its interaction with several distinct families of downstream effector proteins. Here, we report the identification of four new Cdc42-binding proteins that, along with MSE55, constitute a new family of effector proteins. These molecules, designated CEPs, contain three regions of homology, including a Cdc42 binding domain and two unique domains called CI and CII. Experimentally, we have verified that CEP2 and CEP5 bind Cdc42. Expression of CEP2, CEP3, CEP4, and CEP5 in NIH-3T3 fibroblasts induced pseudopodia formation. Fibroblasts coexpressing dominant negative Cdc42 with CEP2 or expressing a Cdc42/Rac interactive binding domain mutant of CEP2 did not induce pseudopodia formation. In primary keratinocytes, CEP2- and CEP5-expressing cells showed reduced F-actin localization at the adherens junctions with an increase in thin stress fibers that extended the length of the cell body. Keratinocytes expressing CEPs also showed an altered vinculin distribution and a loss of E-cadherin from adherens junctions. Similar effects were observed in keratinocytes expressing constitutively active Cdc42, but were not seen with a Cdc42/Rac interactive binding domain mutant of CEP2. These results suggest that CEPs act downstream of Cdc42 to induce actin filament assembly leading to cell shape changes.
- Published
- 2001
- Full Text
- View/download PDF
47. SPECs, small binding proteins for Cdc42.
- Author
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Pirone DM, Fukuhara S, Gutkind JS, and Burbelo PD
- Subjects
- 3T3 Cells, Amino Acid Sequence, Animals, Base Sequence, COS Cells, Carrier Proteins chemistry, DNA Primers, Humans, Mice, Molecular Sequence Data, Protein Binding, Sequence Homology, Amino Acid, Carrier Proteins metabolism, cdc42 GTP-Binding Protein metabolism
- Abstract
The Rho GTPase, Cdc42, regulates a wide variety of cellular activities including actin polymerization, focal complex assembly, and kinase signaling. We have identified a new family of very small Cdc42-binding proteins, designated SPECs (for Small Protein Effector of Cdc42), that modulates these regulatory activities. The two human members, SPEC1 and SPEC2, encode proteins of 79 and 84 amino acids, respectively. Both contain a conserved N-terminal region and a centrally located CRIB (Cdc42/Rac Interactive Binding) domain. Using a yeast two-hybrid system, we found that both SPECs interact strongly with Cdc42, weakly with Rac1, and not at all with RhoA. Transfection analysis revealed that SPEC1 inhibited Cdc42-induced c-Jun N-terminal kinase (JNK) activation in COS1 cells in a manner that required an intact CRIB domain. Immunofluorescence experiments in NIH-3T3 fibroblasts demonstrated that both SPEC1 and SPEC2 showed a cortical localization and induced the formation of cell surface membrane blebs, which was not dependent on Cdc42 activity. Cotransfection experiments demonstrated that SPEC1 altered Cdc42-induced cell shape changes both in COS1 cells and in NIH-3T3 fibroblasts and that this alteration required an intact CRIB domain. These results suggest that SPECs act as novel scaffold molecules to coordinate and/or mediate Cdc42 signaling activities.
- Published
- 2000
- Full Text
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48. Cloning, central nervous system expression and chromosomal mapping of the mouse PAK-1 and PAK-3 genes.
- Author
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Burbelo PD, Kozak CA, Finegold AA, Hall A, and Pirone DM
- Subjects
- Amino Acid Sequence, Animals, Base Sequence, Chromosome Mapping, Cloning, Molecular, Mice, Molecular Sequence Data, Organ Specificity genetics, Protein Serine-Threonine Kinases biosynthesis, Sequence Homology, Amino Acid, p21-Activated Kinases, Brain Chemistry genetics, Gene Expression, Protein Serine-Threonine Kinases genetics
- Abstract
Two cDNAs encoding PAK kinases were isolated from a mouse embryo library by screening with a PCR-generated probe derived from the kinase domain of a rat PAK kinase. These cDNAs, designated PAK-1 and PAK-3, encode mouse PAK kinases of 545 and 544 amino acids, respectively. Both proteins possess an N-terminal Cdc42/Rac interacting binding domain (CRIB) and a C-terminal serine/threonine kinase domain. Comparison of the two mouse PAK kinases revealed that the proteins show 87% amino acid identity. Northern analysis of a multiple mouse tissue blot with a PAK-1 probe detected a 3.0kb transcript that was almost exclusively expressed in the brain and spinal cord compared to other tissues such as lung, liver and kidney. A similar pattern of central nervous system tissue expression of PAK-3 transcripts of 3.6 and 8kb was also observed. Analysis of two multilocus genetic crosses localized Pak1 and Pak3 to a position on chromosome 7 and X, respectively. The high level of PAK-1 and PAK-3 kinase expression in the mouse brain and spinal cord suggests a potentially important role for these kinases in the control of the cellular architecture and/or signaling in the central nervous system.
- Published
- 1999
- Full Text
- View/download PDF
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