Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells
Previous works showed that spatially resolved Raman spectra of cytoplasm and nucleus region of single cells exposed to X-rays evidence different features. The present work aims to introduce a new approach to profit from these differences to deeper investigate X-ray irradiation effects on single SH-S...
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doaj-0172f75bd78445ff952068741b38983b2020-11-25T01:22:45ZengMDPI AGSensors1424-82202019-09-011918397110.3390/s19183971s19183971Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma CellsInes Delfino0Valerio Ricciardi1Lorenzo Manti2Maria Lasalvia3Maria Lepore4Dipartimento di Scienze Ecologiche e Biologiche, Università della Tuscia, 01100 Viterbo, ItalyDipartimento di Medicina Sperimentale, Università della Campania “L. Vanvitelli”, 80100 Napoli, ItalyIstituto Nazionale di Fisica Nucleare, sezione di Napoli, 80126 Napoli, ItalyDipartimento di Medicina Clinica e Sperimentale, Università di Foggia, 71100 Foggia, ItalyDipartimento di Medicina Sperimentale, Università della Campania “L. Vanvitelli”, 80100 Napoli, ItalyPrevious works showed that spatially resolved Raman spectra of cytoplasm and nucleus region of single cells exposed to X-rays evidence different features. The present work aims to introduce a new approach to profit from these differences to deeper investigate X-ray irradiation effects on single SH-SY5Y human neuroblastoma cells. For this aim, Raman micro-spectroscopy was performed in vitro on single cells after irradiation by graded X-ray doses (2, 4, 6, 8 Gy). Spectra from nucleus and cytoplasm regions were selectively acquired. The examination by interval Principal Component Analysis (i-PCA) of the difference spectra obtained by subtracting each cytoplasm-related spectrum from the corresponding one detected at the nucleus enabled us to reveal the subtle modifications of Raman features specific of different spatial cell regions. They were discussed in terms of effects induced by X-ray irradiation on DNA/RNA, lipids, and proteins. The proposed approach enabled us to evidence some features not outlined in previous investigations.https://www.mdpi.com/1424-8220/19/18/3971Raman micro-spectroscopysingle SH-SY5Y human cancer cellsPrincipal Component Analysiseffects of X-rays on cell nucleus and cytoplasm |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ines Delfino Valerio Ricciardi Lorenzo Manti Maria Lasalvia Maria Lepore |
spellingShingle |
Ines Delfino Valerio Ricciardi Lorenzo Manti Maria Lasalvia Maria Lepore Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells Sensors Raman micro-spectroscopy single SH-SY5Y human cancer cells Principal Component Analysis effects of X-rays on cell nucleus and cytoplasm |
author_facet |
Ines Delfino Valerio Ricciardi Lorenzo Manti Maria Lasalvia Maria Lepore |
author_sort |
Ines Delfino |
title |
Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells |
title_short |
Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells |
title_full |
Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells |
title_fullStr |
Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells |
title_full_unstemmed |
Multivariate Analysis of Difference Raman Spectra of the Irradiated Nucleus and Cytoplasm Region of SH-SY5Y Human Neuroblastoma Cells |
title_sort |
multivariate analysis of difference raman spectra of the irradiated nucleus and cytoplasm region of sh-sy5y human neuroblastoma cells |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2019-09-01 |
description |
Previous works showed that spatially resolved Raman spectra of cytoplasm and nucleus region of single cells exposed to X-rays evidence different features. The present work aims to introduce a new approach to profit from these differences to deeper investigate X-ray irradiation effects on single SH-SY5Y human neuroblastoma cells. For this aim, Raman micro-spectroscopy was performed in vitro on single cells after irradiation by graded X-ray doses (2, 4, 6, 8 Gy). Spectra from nucleus and cytoplasm regions were selectively acquired. The examination by interval Principal Component Analysis (i-PCA) of the difference spectra obtained by subtracting each cytoplasm-related spectrum from the corresponding one detected at the nucleus enabled us to reveal the subtle modifications of Raman features specific of different spatial cell regions. They were discussed in terms of effects induced by X-ray irradiation on DNA/RNA, lipids, and proteins. The proposed approach enabled us to evidence some features not outlined in previous investigations. |
topic |
Raman micro-spectroscopy single SH-SY5Y human cancer cells Principal Component Analysis effects of X-rays on cell nucleus and cytoplasm |
url |
https://www.mdpi.com/1424-8220/19/18/3971 |
work_keys_str_mv |
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