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...

Full description

Bibliographic Details
Main Authors: Ines Delfino, Valerio Ricciardi, Lorenzo Manti, Maria Lasalvia, Maria Lepore
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/18/3971
id doaj-0172f75bd78445ff952068741b38983b
record_format Article
spelling 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 AT inesdelfino multivariateanalysisofdifferenceramanspectraoftheirradiatednucleusandcytoplasmregionofshsy5yhumanneuroblastomacells
AT valerioricciardi multivariateanalysisofdifferenceramanspectraoftheirradiatednucleusandcytoplasmregionofshsy5yhumanneuroblastomacells
AT lorenzomanti multivariateanalysisofdifferenceramanspectraoftheirradiatednucleusandcytoplasmregionofshsy5yhumanneuroblastomacells
AT marialasalvia multivariateanalysisofdifferenceramanspectraoftheirradiatednucleusandcytoplasmregionofshsy5yhumanneuroblastomacells
AT marialepore multivariateanalysisofdifferenceramanspectraoftheirradiatednucleusandcytoplasmregionofshsy5yhumanneuroblastomacells
_version_ 1725125599389810688