ABSTRACT
The juice drink industry has repeatedly been exposed to adulteration. Unscrupulous producers, for example, use cheap juice for substitution in the pursuit of more significant economic benefits, which presents a tremendous challenge for the control of the quality of drinks. The objective of this study was to apply Raman spectroscopy combined with chemometrics to rapidly quantify the adulteration concentration of apple juice or grape juice in pomegranate juice. Two supervised learning algorithms: partial least squares regression (PLSR) and support vector machine regression (SVR) were used to analyze the Raman spectra of 114 samples. The coefficient of determination (R2), root mean square error (RMSE), and residual prediction deviation (RPD) of the prediction set when using PLSR and SVR to predict the adulterated concentration of apple juice in pomegranate juice were 0.9357 and 0.9465, 6.446% and 5.974%, 3.945 and 4.322, respectively. The R2, RMSE, and RPD of the prediction set when using PLSR and SVR to predict the adulteration concentration of grape juice in pomegranate juice were 0.9501 and 0.9502, 6.334% and 5.571%, and 4.475 and 4.481, respectively. It was concluded that Raman spectroscopy combined with chemometrics has excellent potential for application as a rapid quantitative method to detect adulterated concentrations of pomegranate juice.
Subject(s)
Malus , Pomegranate , Spectrum Analysis, Raman , Chemometrics , Fruit and Vegetable Juices , Least-Squares Analysis , Food Contamination/analysisABSTRACT
Objective To evaluate the application value of ultrasound-guided steel needle cross projection in percutaneous nephroscopy localization for clinical treatment. Methods From July 2015 to July 2017, we selected 307 cases of percutaneous nephrolithotomy with ultrasonic stereoscopic precision positioning, stones are antipyroid stones, renal calculi multiple kidney stones, ESWL treatment failure, isolated kidney stones, renal pelvis and ureteral junction (UPJ) obstruction with stones, open stone surgery recurrence, upper ureteral stones and so on. Refer to preoperative CT and KUB+IVP to determine the puncture angle and the puncture of the calyx. Then, in the ultrasonic stereo precise positioning to select the first mark line and the second mark line, two-line intersection for the final puncture point, this point with the first mark point connection with the vertical axis of the kidney.Finally, at the end of the puncture point in the ultrasonic stereo precise probe under the guidance of the probe to adjust the target angle of the calyx puncture. Results Of the 307 patients, 281 were 1 ~ 2 successful punctures, 21 were 3 ~ 5 times. The total success rate was 98.4% (302/307). 5 cases of small incision were separated to the kidney weeks under the guidance of the fingers.1 case of bleeding after 2 days (by selective renal artery embolization to stop bleeding).The net rate of calculi was 95.8% (294/307) and 13 residual stones were less than 0.5 cm. Conclusions The application of ultrasonic stereoscopic accurate positioning in percutaneous nephroscopy is safe and effective, and the localization method is refined and easy to be promoted.
ABSTRACT
PURPOSE: Modafinil is a wake-promoting agent that has been proposed to improve cognitive performance at the preclinical and clinical levels. Since there is insufficient evidence for modafinil to be regarded as a cognitive enhancer, the aim of this study was to investigate the effects of chronic modafinil administration on behavioral learning in healthy adult rats. METHODS: Y-maze training was used to assess learning performance, and the whole-cell patch clamp technique was used to assess synaptic transmission in pyramidal neurons of the hippocampal CA1 region of rats. RESULTS: Intraperitoneal administration of modafinil at 200 mg/kg or 300 mg/kg significantly improved learning performance. Furthermore, perfusion with 1mM modafinil enhanced the frequency and amplitude of spontaneous postsynaptic currents and spontaneous excitatory postsynaptic currents in CA1 pyramidal neurons in hippocampal slices. However, the frequency and amplitude of spontaneous inhibitory postsynaptic currents in CA1 pyramidal neurons were inhibited by treatment with 1mM modafinil. CONCLUSIONS: These results indicate that modafinil improves learning and memory in rats possibly by enhancing glutamatergic excitatory synaptic transmission and inhibiting GABAergic (gamma-aminobutyric acid-ergic) inhibitory synaptic transmission.
