Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer
This study was conducted to evaluate the ability of Raman spectroscopy (RS) to control antineoplastic preparations used for chemotherapy in order to ensure its physical and chemical qualities. Three taxane drugs: cabazitaxel (CBX), docetaxel (DCX) and paclitaxel (PCX) at therapeutic concentration ra...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2018-01-01
|
Series: | BioMed Research International |
Online Access: | http://dx.doi.org/10.1155/2018/8746729 |
id |
doaj-62aff78ee33343ca9f6a9a0e3776cad5 |
---|---|
record_format |
Article |
spelling |
doaj-62aff78ee33343ca9f6a9a0e3776cad52020-11-24T22:09:52ZengHindawi LimitedBioMed Research International2314-61332314-61412018-01-01201810.1155/2018/87467298746729Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman SpectrometerLaetitia Lê0Marion Berge1Ali Tfayli2Patrice Prognon3Eric Caudron4U-Psud, Univ. Paris-Saclay, Lip(Sys)2, EA7357, UFR-Pharmacy, Châtenay-Malabry, FranceEuropean Georges Pompidou Hospital (AP-HP), Pharmacy Department, Paris, FranceU-Psud, Univ. Paris-Saclay, Lip(Sys)2, EA7357, UFR-Pharmacy, Châtenay-Malabry, FranceU-Psud, Univ. Paris-Saclay, Lip(Sys)2, EA7357, UFR-Pharmacy, Châtenay-Malabry, FranceU-Psud, Univ. Paris-Saclay, Lip(Sys)2, EA7357, UFR-Pharmacy, Châtenay-Malabry, FranceThis study was conducted to evaluate the ability of Raman spectroscopy (RS) to control antineoplastic preparations used for chemotherapy in order to ensure its physical and chemical qualities. Three taxane drugs: cabazitaxel (CBX), docetaxel (DCX) and paclitaxel (PCX) at therapeutic concentration ranges were analyzed using a handheld spectrometer at 785 nm. Qualitative and quantitative models were developed and optimized using a calibration set (n=75 per drug) by partial least square discriminant analysis and regression and validated using a test set (n=27 per drug). All samples were correctly assigned with an accuracy of 100%. Despite optimization, quantitative analysis showed limited performances at the lowest concentrations. The root mean square error of predictions ranged from 0.012 mg/mL for CBX to 0.048 mg/mL for DCX with a minimal coefficient of determination of 0.9598. The linearity range was validated from 0.175 to 0.30 mg/mL for CBX, from 0.40 to 1.00 mg/mL for DCX and from 0.57 to 1.20 mg/mL for PCX. Despite some limitations, this study confirms the potential of RS to control these drugs and also provides substantial advantages to secure the activity for healthcare workers. As a result of its rapidity and the uncomplicated use of a handheld instrument, RS appears to be a promising method to augment security of the medication preparation process in hospitals.http://dx.doi.org/10.1155/2018/8746729 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Laetitia Lê Marion Berge Ali Tfayli Patrice Prognon Eric Caudron |
spellingShingle |
Laetitia Lê Marion Berge Ali Tfayli Patrice Prognon Eric Caudron Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer BioMed Research International |
author_facet |
Laetitia Lê Marion Berge Ali Tfayli Patrice Prognon Eric Caudron |
author_sort |
Laetitia Lê |
title |
Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer |
title_short |
Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer |
title_full |
Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer |
title_fullStr |
Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer |
title_full_unstemmed |
Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer |
title_sort |
discriminative and quantitative analysis of antineoplastic taxane drugs using a handheld raman spectrometer |
publisher |
Hindawi Limited |
series |
BioMed Research International |
issn |
2314-6133 2314-6141 |
publishDate |
2018-01-01 |
description |
This study was conducted to evaluate the ability of Raman spectroscopy (RS) to control antineoplastic preparations used for chemotherapy in order to ensure its physical and chemical qualities. Three taxane drugs: cabazitaxel (CBX), docetaxel (DCX) and paclitaxel (PCX) at therapeutic concentration ranges were analyzed using a handheld spectrometer at 785 nm. Qualitative and quantitative models were developed and optimized using a calibration set (n=75 per drug) by partial least square discriminant analysis and regression and validated using a test set (n=27 per drug). All samples were correctly assigned with an accuracy of 100%. Despite optimization, quantitative analysis showed limited performances at the lowest concentrations. The root mean square error of predictions ranged from 0.012 mg/mL for CBX to 0.048 mg/mL for DCX with a minimal coefficient of determination of 0.9598. The linearity range was validated from 0.175 to 0.30 mg/mL for CBX, from 0.40 to 1.00 mg/mL for DCX and from 0.57 to 1.20 mg/mL for PCX. Despite some limitations, this study confirms the potential of RS to control these drugs and also provides substantial advantages to secure the activity for healthcare workers. As a result of its rapidity and the uncomplicated use of a handheld instrument, RS appears to be a promising method to augment security of the medication preparation process in hospitals. |
url |
http://dx.doi.org/10.1155/2018/8746729 |
work_keys_str_mv |
AT laetitiale discriminativeandquantitativeanalysisofantineoplastictaxanedrugsusingahandheldramanspectrometer AT marionberge discriminativeandquantitativeanalysisofantineoplastictaxanedrugsusingahandheldramanspectrometer AT alitfayli discriminativeandquantitativeanalysisofantineoplastictaxanedrugsusingahandheldramanspectrometer AT patriceprognon discriminativeandquantitativeanalysisofantineoplastictaxanedrugsusingahandheldramanspectrometer AT ericcaudron discriminativeandquantitativeanalysisofantineoplastictaxanedrugsusingahandheldramanspectrometer |
_version_ |
1725810395694759936 |