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Toward SERS-based point-of-care approaches for therapeutic drug monitoring: the case of methotrexate
- Source :
- Faraday Discussions. 187:485-499
- Publication Year :
- 2016
- Publisher :
- Royal Society of Chemistry (RSC), 2016.
-
Abstract
- To date, in spite of their toxicity, the plasmatic concentration of most chemotherapeutic drugs is difficult to monitor in oncological patients, because their quantitative determination is expensive and time consuming. This contribution reports a first attempt for the direct quantitative determination of a chemotherapeutic drug in human serum samples by means of Surface Enhanced Raman Spectroscopy (SERS). In this study, SERS substrates constituted by Au nanoparticles deposited on paper by a simple dipping method have been used for rapid (few minutes) analysis of diluted human serum spiked with different concentrations of methotrexate, MTX. The drug concentrations were chosen in a range designed to cover typical therapeutic plasmatic values (from nanomolar to millimolar) in oncological patients, and the pertinent calibration was obtained by Partial Least-Squares Regression (PLSR). Stability selection was employed to evaluate the capability of the PLSR model to accurately predict and extract spectral variations correlated to MTX concentration. Such a quantitative determination is crucial for frequent, and hence adherent, therapeutic drug monitoring, TDM, of chemiotherapic drugs, given their heavy side effects. Its low cost, rapid response and the possibility of obtaining spectra with simple and compact instruments, make SERS particularly apt for implementing effective TDM. The promising results obtained in the analytical validation indicate which steps are to be taken on the way toward a clinical validation with real samples from oncological patients, for MTX as well as for other chemotherapeutic drugs. © 2016 The Royal Society of Chemistry.
- Subjects :
- Drug
SERS
therapeutic drug monitoring
methotrexate
Raman
Point-of-Care Systems
media_common.quotation_subject
Metal Nanoparticles
02 engineering and technology
Pharmacology
Spectrum Analysis, Raman
01 natural sciences
medicine
Humans
Physical and Theoretical Chemistry
Rapid response
Point of care
media_common
Chromatography
medicine.diagnostic_test
Chemistry
010401 analytical chemistry
Surface-enhanced Raman spectroscopy
021001 nanoscience & nanotechnology
Serum samples
Quantitative determination
0104 chemical sciences
Therapeutic drug monitoring
Methotrexate
Gold
Drug Monitoring
0210 nano-technology
medicine.drug
Subjects
Details
- ISSN :
- 13645498 and 13596640
- Volume :
- 187
- Database :
- OpenAIRE
- Journal :
- Faraday Discussions
- Accession number :
- edsair.doi.dedup.....f6e88b4169b396293d2993334253c0f5
- Full Text :
- https://doi.org/10.1039/c5fd00173k