TY - GEN
T1 - Feasibility study of a Raman spectroscopic route to drug detection
AU - Wróbel, MacIej S.
AU - Siddhanta, Soumik
AU - Jȩdrzejewska-Szczerska, Małgorzata
AU - Smulko, Janusz
AU - Barman, Ishan
N1 - Publisher Copyright:
© 2017 SPIE.
PY - 2017
Y1 - 2017
N2 - We present an surface-enhanced Raman spectroscopy (SERS) approach for detection of drugs of abuse in whole human blood. We utilize a near infrared laser with 830 nm excitation wavelength in order to reduce the influence of fluorescence on the spectra of blood. However, regular plasmon resonance peak of plasmonic nanoparticles, such as silver or gold fall in a much lower wavelength regime about 400 nm. Therefore, we have shifted the plasmon resonance of nanoparticles to match that of an excitation laser wavelength, by fabrication of the silver-core gold-shell nanoparticles. By combining the laser and plasmon resonance shift towards longer wavelengths we have achieved a great reduction in background fluorescence of blood. Great enhancement of Raman signal coming solely from drugs was achieved without any prominent lines coming from the erythrocytes. We have applied chemometric processing methods, such as Principal Component Analysis (PCA), to detect the elusive differences in the Raman bands which are specific for the investigated drugs. We have achieved good classification for the samples containing particular drugs (e.g., butalbital, α-hydroxyalprazolam). Furthermore, a quantitative analysis was carried out to assess the limit of detection (LOD) using Partial Least Squares (PLS) regression method. In conclusion, our LOD values obtained for each class of drugs was competitive with the gold standard GC/MS method.
AB - We present an surface-enhanced Raman spectroscopy (SERS) approach for detection of drugs of abuse in whole human blood. We utilize a near infrared laser with 830 nm excitation wavelength in order to reduce the influence of fluorescence on the spectra of blood. However, regular plasmon resonance peak of plasmonic nanoparticles, such as silver or gold fall in a much lower wavelength regime about 400 nm. Therefore, we have shifted the plasmon resonance of nanoparticles to match that of an excitation laser wavelength, by fabrication of the silver-core gold-shell nanoparticles. By combining the laser and plasmon resonance shift towards longer wavelengths we have achieved a great reduction in background fluorescence of blood. Great enhancement of Raman signal coming solely from drugs was achieved without any prominent lines coming from the erythrocytes. We have applied chemometric processing methods, such as Principal Component Analysis (PCA), to detect the elusive differences in the Raman bands which are specific for the investigated drugs. We have achieved good classification for the samples containing particular drugs (e.g., butalbital, α-hydroxyalprazolam). Furthermore, a quantitative analysis was carried out to assess the limit of detection (LOD) using Partial Least Squares (PLS) regression method. In conclusion, our LOD values obtained for each class of drugs was competitive with the gold standard GC/MS method.
KW - Blood
KW - Nanoparticles
KW - Raman spectroscopy
KW - SERS
UR - http://www.scopus.com/inward/record.url?scp=85020267184&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85020267184&partnerID=8YFLogxK
U2 - 10.1117/12.2254803
DO - 10.1117/12.2254803
M3 - Conference contribution
AN - SCOPUS:85020267184
T3 - Progress in Biomedical Optics and Imaging - Proceedings of SPIE
BT - Nanoscale Imaging, Sensing, and Actuation for Biomedical Applications XIV
A2 - Nicolau, Dan V.
A2 - Fixler, Dror
A2 - Cartwright, Alexander N.
PB - SPIE
T2 - Nanoscale Imaging, Sensing, and Actuation for Biomedical Applications XIV 2017
Y2 - 30 January 2017 through 1 February 2017
ER -