Terahertz spectroscopic detection of antifatigue illegal additives in health care product matrices
Terahertz Spectroscopy
0103 physical sciences
Vibration
01 natural sciences
Algorithms
Tadalafil
3. Good health
DOI:
10.1364/ao.462727
Publication Date:
2022-10-10T19:00:07Z
AUTHORS (7)
ABSTRACT
Tadalafil is an illegal
additive in antifatigue supplements. It is often misused in various
plant dietary supplements (BDS), resulting in serious health risks. In
this paper, terahertz spectroscopy combined with chemometrics is used
to quantitatively analyze the content of tadalafil in nutritional and
health products. The absorption coefficient spectrum of tadalafil in
the range of 0.1–2.5 THz was obtained, and an obvious
characteristic absorption peak appeared at 1.7 THz. To verify
the accuracy of this characteristic absorption peak theoretically,
tadalafil was simulated by density functional theory, and the
calculated terahertz vibration spectrum matched well with the
experimental spectrum. Then, the pure fatigue-based nutraceutical
matrix and pure tadalafil were mixed in different proportions, and the
terahertz absorption coefficient spectra of the mixtures were
obtained. Finally, a quantitative analysis model of the tadalafil
mixture was developed based on the support vector regression (SVR)
algorithm, and the SVR model was optimized using particle swarm
optimization (PSO) and genetic algorithm (GA), respectively. Compared
with the SVR model, both PSO-SVR and GA-SVR enabled some improvement
in their prediction accuracy, but the PSO-SVR model ran faster at
4.85 s, whereas the GA-SVR model had a higher prediction
accuracy with a prediction set correlation coefficient (
R
P
) of 0.9996 and a root mean square
error (RMSEP) of 0.011. In summary, this study used terahertz
time-domain spectroscopy for the identification and quantification of
tadalafil in health product matrices. This study provides a new
solution for the nondestructive detection of illegally added tadalafil
in antifatigue health products, which is pivotal to the quality
control of the health product industry.
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