| Literature DB >> 31640293 |
Jolanta Flieger1, Justyna Kawka2, Małgorzata Tatarczak-Michalewska3.
Abstract
The aim of the study was to estimate the thiocyanate levels in saliva of cigarette smokers in comparison to e-cigarette smokers and nonsmokers. To improve our understanding of the influence of smoking on the oral level of thiocyanate, we conducted an assessment of human saliva, in 24 individuals (eight tobacco smokers, eight e-cigarette smokers, and eight nonsmokers). High-Performance Liquid Chromatography with ultraviolet detection (HPLC-UV) using a unique phosphatidylcholine column was applied in this assay. Thiocyanate ion was detected directly by its absorbance at 210 nm. The method presents a new application of the IAM (Immobilized Artificial Membrane) column for quantification of inorganic anions. The whole process meets the criteria of green chemistry because it was carried out without the use of organic solvents. For compensating matrix effects, an eight-point standard addition protocol was used to quantify the thiocyanate level in saliva samples. The calibration graphs were linear in the range of 5-100 mg L-1 with a correlation coefficient higher than 0.99. The thiocyanate concentrations in the saliva of tobacco smokers, e-cigarette smokers, and nonsmokers were found in the range of 121.25-187.54 mg L-1, 121.24-244.11 mg L-1, 33.03-79.49 mg L-1, respectively. The present study indicates an obvious statistically significant elevation in salivary thiocyanate level in tobacco smokers in comparison to nonsmokers. The phosphatidylcholine-based stationary phase proved to be suitable for the detection and quantification of the thiocyanate ion. The salivary thiocyanate levels in e-cigarette smokers were not significantly different in comparison to tobacco smokers but higher if compared to nonsmokers. The criterion for statistical significance was p < 0.05.Entities:
Keywords: e-cigarette smokers; human saliva; phosphatidylcholine column; sustainable chemistry; thiocyanate; tobacco smokers
Mesh:
Substances:
Year: 2019 PMID: 31640293 PMCID: PMC6832790 DOI: 10.3390/molecules24203790
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1The influence of NaCl concentration in the mobile phase in the range of 1 to 20 mM for the thiocyanate retention, the peak symmetry, and the efficiency. The column: IAM.PC.DD2 Regis HPLC Agilent Technologies, flow rate of the mobile phase: 0.5 mL/min, injected volume: 10 μL, and analytical wavelength: 210 nm.
Figure 2(a) Loadability study using a phosphatidylcholine column (IAM.PC.DD2 Regis HPLC) with total sample loads of 10; 15; 25; 50; 80; 100; 150; 200 mg L−1 subsequently from the bottom to the top. Flow rate: 1 mL/min; detection: UV absorbance at 210 nm; injection volume: 10 µL. (b) The column volume loadability. The first line represents an injection volume of 3 µL, the second line refers to the volume of 20 µL. The sample concentration is 2 mg L−1.
Recovery of thiocyanate and its coefficient of variation (CV).
| Concentration (mg L−1) | Recovery (%) | CV (%) |
|---|---|---|
| 5 | 90.04 | 4.56 |
| 50 | 95.62 | 2.49 |
| 100 | 97.80 | 1.82 |
Stability (%) of thiocyanate (SCN−) in saliva samples storage at room temperature and at refrigerator (6, 24, 48 h) (n = 5).
| Sample (Room Temperature) | Contents Measured | Relative Bias * (%) | Sample (Refrigerator) | Contents Measured | Relative Bias * (%) |
|---|---|---|---|---|---|
| a | 56.50 (±0.05) | - | a | 61.48 (±0.04) | - |
| b | 55.01 (±0.07) | −2.64 | b | 57.10 (±0.03) | −7.12 |
| c | 52.98 (±0.07) | −6.23 | c | 56.73 (±0.02) | −7.72 |
| d | 49.44 (±0.03) | −12.50 | d | 53.30 (±0.06) | −13.30 |
a immediately, b after 6 h. c after 24 h d after 48 h of storage. * Relative bias (%) = (value measured after storage − value measured immediately after donation) × 100/value measured immediately after donation. Abbreviation S.D. indicates for the standard deviation value.
Figure 3Chromatograms of saliva sample spiked in different standard concentrations (0 -red line, 5 mg L−1-black line, 10 mg L−1-green line, 25 mg L−1-blue line). Insert shows the regression line for this sample performing by the standard addition method. Measured the concentration of the unspiked sample is 7.06 mg L−1. Considering sample dilution, the final concentration of salivary thiocyanate is 56.50 mg L−1, respectively.
Calibration data (n = 8).
| Linear Regression Equation | ||||
|---|---|---|---|---|
| Slope | Intercept | Correlation Coefficient (R2) | the Standard Error of Estimate (se) | Fisher F Statistic (F) |
| Nonsmokers | ||||
| 7765.25 ± 114.21 | 32065.34 ± 6076.07 | 0.9984 | 11334.56 | 4623.15 |
| 7300.85 ± 92.94 | 72539.61 ± 4944.84 | 0.9988 | 9224.32 | 6170.42 |
| 7958.12 ± 128.84 | 42278.48 ± 6854.81 | 0.9981 | 12787.25 | 3815.06 |
| 7595.09 ± 135.17 | 41417.86 ± 7191.65 | 0.9978 | 13415.62 | 3157.04 |
| 7780.22 ± 65.14 | 69607.38 ± 3465.93 | 0.9995 | 6465.51 | 14263.12 |
| 8002.64 ± 70.26 | 60983.62 ± 3737.99 | 0.9995 | 6973.02 | 12973.60 |
| 7921.36 ± 104.08 | 73983.28 ± 5537.50 | 0.9988 | 10329.89 | 5792.21 |
| 8073.65 ± 33.28 | 67012.04 ± 1770.70 | 0.9998 | 3303.15 | 58846.43 |
| Tobacco Smokers | ||||
| 7809.52 ± 65.50 | 118360.34 ± 3484.88 | 0.9995 | 6500.86 | 14214.89 |
| 7775.82 ± 44.58 | 118561.55 ± 2372.04 | 0.9998 | 4424.92 | 30417.55 |
| 7971.41 ± 39.05 | 136039.10 ± 2077.91 | 0.9998 | 3876.22 | 41657.09 |
| 7803.99 ± 135.38 | 182913.64 ± 7202.95 | 0.9979 | 13436.71 | 3322.65 |
| 6874.31 ± 111.77 | 137752.34 ± 5946.72 | 0.9981 | 11093.28 | 3782.46 |
| 6958.16 ± 73.98 | 142008.39 ± 3935.97 | 0.9992 | 7342.35 | 8846.17 |
| 7983.35 ± 56.65 | 137911.51 ± 3014.14 | 0.9996 | 5622.72 | 19856.98 |
| 7930.19 ± 63.41 | 156159.97 ± 3373.81 | 0.9995 | 6293.65 | 15638.61 |
| e-Cigarette Smokers | ||||
| 7778.52 ± 24.39 | 183659.60 ± 1297.89 | 0.9999 | 2421.14 | 101668.97 |
| 7890.01 ± 130.91 | 200175.71 ± 6965.19 | 0.9981 | 12993.17 | 3632.13 |
| 7539.40 ± 83.05 | 121734.70 ± 4418.33 | 0.9992 | 8242.15 | 8241.93 |
| 7727.04 ± 130.85 | 117098.02 ± 6962.03 | 0.9980 | 12987.27 | 3486.79 |
| 7857.74 ± 93.31 | 206405.09 ± 4964.52 | 0.9990 | 9261.04 | 7091.07 |
| 7677.98 ± 86.58 | 165317.86 ± 4606.57 | 0.9991 | 8593.30 | 7863.41 |
| 7868.81 ± 34.81 | 140711.23 ± 1851.83 | 0.9999 | 3454.50 | 51107.37 |
| 7846.51 ± 45.22 | 239426.03 ± 2405.84 | 0.9998 | 4487.95 | 30108.72 |
Figure 4The SCN− peak identification by spectral matching. The red line represents standard and the black line represents investigated analyte.
A point prediction and prediction interval for the thiocyanate concentration in saliva samples and given Y (0) value in a simple regression.
| Std. Error of Regression | Point Prediction | t | St. Error of Prediction | Margin of Error | Lower Bound | Upper Bound |
|---|---|---|---|---|---|---|
|
| ||||||
| 1.5738 | 4.1293 | 0.9236 | 1.8407 | 1.7 | 2.4293 | 5.8293 |
| 1.2903 | 9.9358 | 0.9236 | 1.545 | 1.4269 | 8.5089 | 11.3627 |
| 1.7287 | 5.3126 | 0.9236 | 2.0312 | 1.876 | 3.4366 | 7.1886 |
| 1.8347 | 5.4532 | 0.9236 | 2.1569 | 1.9921 | 3.4611 | 7.4453 |
| 0.849 | 8.9467 | 0.9236 | 1.0124 | 0.9351 | 8.0116 | 9.8818 |
| 0.9383 | 7.6204 | 0.9236 | 1.1129 | 1.0279 | 6.5925 | 8.6483 |
| 1.3886 | 9.3397 | 0.9236 | 1.6585 | 1.5318 | 7.8079 | 10.8715 |
| 0.4412 | 8.3001 | 0.9236 | 0.5247 | 0.4846 | 7.8155 | 8.7847 |
|
| ||||||
| 0.7833 | 15.1559 | 0.9236 | 0.9591 | 0.8859 | 14.27 | 16.0418 |
| 0.517 | 15.2475 | 0.9236 | 0.6334 | 0.585 | 14.66247 | 15.83247 |
| 0.5233 | 17.0659 | 0.9236 | 0.6462 | 0.5969 | 16.46898 | 17.66278 |
| 1.8086 | 23.4385 | 0.9236 | 2.299 | 2.1233 | 21.31518 | 25.56178 |
| 1.741 | 20.0387 | 0.9236 | 2.1787 | 2.0122 | 18.02652 | 22.05092 |
| 1.057 | 20.4089 | 0.9236 | 1.3252 | 1.224 | 19.1849 | 21.6329 |
| 0.7528 | 17.2749 | 0.9236 | 0.9306 | 0.8595 | 16.41539 | 18.13439 |
| 0.7707 | 19.6918 | 0.9236 | 0.9632 | 0.8896 | 18.80223 | 20.58143 |
|
| ||||||
| 0.3359 | 23.6111 | 0.9236 | 0.4275 | 0.3948 | 23.2163 | 24.0059 |
| 1.5938 | 25.3708 | 0.9236 | 2.0445 | 1.8883 | 23.4825 | 27.2591 |
| 1.1385 | 16.1465 | 0.9236 | 1.4002 | 1.2932 | 14.8533 | 17.4397 |
| 1.7981 | 15.1543 | 0.9236 | 2.2014 | 2.0332 | 13.1211 | 17.1875 |
| 1.2701 | 26.2677 | 0.9236 | 1.6363 | 1.5113 | 24.7564 | 27.7790 |
| 1.11 | 21.5314 | 0.9236 | 1.3988 | 1.2919 | 20.2395 | 22.8233 |
| 0.4709 | 17.8821 | 0.9236 | 0.5837 | 0.5391 | 17.3430 | 18.4212 |
| 0.6177 | 30.5137 | 0.9236 | 0.8123 | 0.7502 | 29.7635 | 31.2639 |
Std. Error—the standard error. Calculations have been made assuming the desired prediction level: 90%, alpha 10%. The standard error for prediction value was calculated using the following equation: , where n stands for the number of total observations, s is for the standard error of regression, s is the standard deviation of the measured values, is average value of measured observations, margin of error was calculated by multiplying t and SE, and was estimated for 10% of alpha and n-2 of the degree of freedom.
Thiocyanate levels in human saliva of non-smokers, tabacco smokers, and e-cigarette smokers. Mean values of healthy donors are expressed in mg L−1, S.D. is the standard deviation.
| Nonsmokers | Tobacco Smokers | e-Cigarette Smokers | |||
|---|---|---|---|---|---|
| Mean ± S.D. [mg L−1] | Concentration Range [mg L−1] | Mean ± S.D. [mg L−1] | Concentration Range [mg L−1] | Mean ± S.D. [mg L−1] | Concentration Range [mg L−1] |
| 59.04 ± 17.18 | 33.03−79.49 | 148.32 ± 22.82 | 121.25−187.54 | 176.46 ± 43.09 | 121.24−244.11 |