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Rapid determination of lumbrokinase potency in the earthworm extract intermediate by near-infrared spectroscopy
- Source :
- Chemometrics and Intelligent Laboratory Systems. 185:59-64
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- In traditional Chinese medicine, an extract intermediate is an extracted and purified intermediary of the production process, and its quality is crucial to the efficacy of the final product. Lumbrokinase (LK), which is found in earthworm extract intermediate, has good fibrinolysis, is an anticoagulant, provides hemorheological improvement and has other pharmacological effects, and it shows significant advantages in the treatment of thromboses. The traditional method for determining lumbrokinase potency is an agarose-fibrin plate assay, but it takes more than a dozen hours to perform and requires expensive culture medium. To develop a new method for rapidly and accurately determining the potency of lumbrokinase, near-infrared (NIR) spectroscopy combined with chemometrics is presented in this study. In addition, the variable selection combination method was investigated to optimize the modeling variables and improve the predictive abilities of the NIR model. After optimization, the parameter values of the correlation coefficient, R2c, R2p, RMSEC and RMSEP, of the partial least squares regression (PLSR) quantitative model were 0.9398, 0.9340, 289.618 U, and 538.313 U, respectively. This study demonstrates that NIR analysis techniques are a potential tool for rapidly determining lumbrokinase potency in earthworm extract intermediate.
- Subjects :
- 0303 health sciences
Chromatography
Correlation coefficient
biology
Chemistry
Process Chemistry and Technology
010401 analytical chemistry
Near-infrared spectroscopy
Earthworm
biology.organism_classification
01 natural sciences
0104 chemical sciences
Computer Science Applications
Analytical Chemistry
Chemometrics
03 medical and health sciences
Partial least squares regression
Potency
Lumbrokinase
Plate assay
Spectroscopy
Software
030304 developmental biology
Subjects
Details
- ISSN :
- 01697439
- Volume :
- 185
- Database :
- OpenAIRE
- Journal :
- Chemometrics and Intelligent Laboratory Systems
- Accession number :
- edsair.doi...........0ca9f5ae53ddeac8b2eed657024f2ffb