A novel hyperspectral confocal microscopy method to separate different cell populations in a co-culture model is presented here. The described methodological and instrumental approach allows discrimination of different cell types using a non-invasive, label free method with good accuracy with a single cell resolution. In particular, melanoma cells are discriminated from HaCaT cells by hyperspectral confocal imaging, principal component analysis and optical frequencies signing, as confirmed by fluorescence labelling cross check. The identification seems to be quite robust to be insensitive to the cellular shape within the studied samples, enabling to separate cells according to their cytotype down to a single cell sensitivity. Set of hyperspectral images of melanoma-keratinocytes co-culture model (left), score plot of principal component analysis and spectral analysis of principal components coefficients (center), label-free spectral identification of cell populations (right).

Bertani, F.r., Botti, E., Ferrari, L., Mussi, V., Costanzo, A., D'Alessandro, M., et al. (2016). Label-free and non-invasive discrimination of HaCaT and melanoma cells in a co-culture model by hyperspectral confocal reflectance microscopy. JOURNAL OF BIOPHOTONICS, 9(6), 619-625 [10.1002/jbio.201500122].

Label-free and non-invasive discrimination of HaCaT and melanoma cells in a co-culture model by hyperspectral confocal reflectance microscopy

Botti E.;Costanzo A.;
2016-01-01

Abstract

A novel hyperspectral confocal microscopy method to separate different cell populations in a co-culture model is presented here. The described methodological and instrumental approach allows discrimination of different cell types using a non-invasive, label free method with good accuracy with a single cell resolution. In particular, melanoma cells are discriminated from HaCaT cells by hyperspectral confocal imaging, principal component analysis and optical frequencies signing, as confirmed by fluorescence labelling cross check. The identification seems to be quite robust to be insensitive to the cellular shape within the studied samples, enabling to separate cells according to their cytotype down to a single cell sensitivity. Set of hyperspectral images of melanoma-keratinocytes co-culture model (left), score plot of principal component analysis and spectral analysis of principal components coefficients (center), label-free spectral identification of cell populations (right).
2016
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore MED/35 - MALATTIE CUTANEE E VENEREE
English
Con Impact Factor ISI
hyperspectral microscopy; melanoma cells HaCaT cells co-culture; multivariate analysis; Cell Line; Humans; Keratinocytes; Melanoma; Principal Component Analysis; Coculture Techniques; Microscopy, Confocal
Bertani, F.r., Botti, E., Ferrari, L., Mussi, V., Costanzo, A., D'Alessandro, M., et al. (2016). Label-free and non-invasive discrimination of HaCaT and melanoma cells in a co-culture model by hyperspectral confocal reflectance microscopy. JOURNAL OF BIOPHOTONICS, 9(6), 619-625 [10.1002/jbio.201500122].
Bertani, Fr; Botti, E; Ferrari, L; Mussi, V; Costanzo, A; D'Alessandro, M; Cilloco, F; Selci, S
Articolo su rivista
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/198119
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