Synthesis of a New Molecularly Imprinted Polymer and Optimisation of Phenylglyoxylic Acid Extraction from Human Urine Samples Using a Central Composite Design within the Response Surface Methodology
Abstract
:1. Introduction
2. Materials and Methods
2.1. Chemicals
2.2. Analytical Instruments
2.3. Preparation of Imprinted Polymer PGA–MIP and NIP
2.4. Polymer Characterisation
2.5. Adsorption Capacities (MIP/NIP)
2.6. HPLC–DAD-Analysis Conditions
2.7. Analytical Performance of MIP Extraction
2.8. Optimisation of PGA Adsorption and Desorption by MIP Using Experimental Design Approach
2.9. Selectivity Studies
2.10. Reusability Studies
3. Results and Discussion
3.1. Characterisation of Molecular Imprinted Polymer
3.2. FT-IR Spectroscopy
3.3. Thermal Properties
3.4. Adsorption Capacity
3.5. Optimisation of MIP(4-VP)SPE Procedure by Experimental Design Approach
3.6. Adsorptive Selectivity
3.7. Analytical Performance and Applicability of MIP(-4VP)SPE to Real Urine Samples
3.8. Reusability of SPE-4-VPMIP
4. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Polymer | Template | Functional Monomer | Cross Linker | Mole Ratio | Progen | Initiator |
---|---|---|---|---|---|---|
MIP | PGA | 4-VP | EGDMA | 1:4:20 | ACN | AIBN |
NIP | - | 4-VP | EGDMA | 1:4:20 | ACN | AIBN |
MIP(4-VP)SPE Phase | Input Variables | Unit | Symbol | Levels | |
---|---|---|---|---|---|
Lower | Upper | ||||
Adsorption Desorption | pH | - | x1 | 4.0 | 9.0 |
Sorbent mass | mg | x2 | 15.0 | 30.0 | |
Elution flow rate | mL/min | x3 | 1.0 | 2.5 | |
Elution solvent volume | mL | x4 | 3.0 | 6.0 |
Run | X1 | X2 | X3 | X4 | Extraction (%) (Mean ± SD) | Retention (%) (Mean ± SD) |
---|---|---|---|---|---|---|
1 | 4 | 15 | 1 | 3 | 88.41 ±0.24 | 81.01 ± 0.76 |
2 | 4 | 30 | 1 | 3 | 86.45 ± 0.03 | 79.04 ± 0.85 |
3 | 8 | 30 | 1 | 3 | 75.89 ± 0.02 | 27.02 ± 0.13 |
4 | 8 | 15 | 2.5 | 3 | 72.02 ± 0.53 | 23.00 ± 0.15 |
5 | 4 | 30 | 2.5 | 3 | 88.99 ± 0.25 | 81.05 ± 0.42 |
6 | 8 | 30 | 2.5 | 3 | 79.85 ± 0.84 | 26.08 ± 0.18 |
7 | 4 | 15 | 1 | 6 | 92.12 ± 0.17 | 85.12 ± 0.06 |
8 | 8 | 15 | 1 | 6 | 77.50 ± 0.95 | 29.03 ± 0.12 |
9 | 4 | 30 | 1 | 6 | 94.03. ± 0.23 | 64.04 ± 0.73 |
10 | 8 | 30 | 1 | 6 | 89.46 ± 0.25 | 41.08 ± 0.06 |
11 | 4 | 15 | 2.5 | 6 | 92.80 ± 0.09 | 92.06 ± 0.42 |
12 | 8 | 15 | 2.5 | 6 | 79.23 ± 0.05 | 42.02 ± 0.77 |
13 | 4 | 30 | 2.5 | 6 | 95.80 ± 0.24 | 62.16 ± 0.10 |
14 | 9.73 | 22.5 | 1.75 | 4.5 | 69.02 ± 0.36 | 3.02 ± 0.04 |
15 | 6 | 36.5 | 1.75 | 4.5 | 96.04 ± 0.42 | 72.16 ± 0.19 |
16 | 6 | 22.5 | 3.15 | 4.5 | 97.22 ± 0.09 | 48.03 ± 0.05 |
17 | 6 | 22.5 | 1.75 | 7.3 | 96.71 ± 0.04 | 92.00 ± 0.19 |
18 | 6 | 22.5 | 1.75 | 4.5 | 99.69 ± 0.17 | 100.00 ± 1.05 |
Source | Sum of Squares | df | Mean Square | F-Ratio | p-Value |
---|---|---|---|---|---|
x1: pH | 6621.71 | 1 | 6621.71 | 279.40 | 0.0005 |
x2: Sorbent mass | 36.7358 | 1 | 36.7358 | 1.55 | 0.3015 |
x3: Elution flow rate | 147.332 | 1 | 147.332 | 6.22 | 0.0882 |
x4: Elution volume | 67.8588 | 1 | 67.8588 | 2.86 | 0.1892 |
x1x1 | 1537.69 | 1 | 1537.69 | 64.88 | 0.0040 |
x1x2 | 438.174 | 1 | 438.174 | 18.49 | 0.0231 |
x1x3 | 1.25352 | 1 | 1.25352 | 0.05 | 0.8329 |
x1x4 | 454.533 | 1 | 454.533 | 19.18 | 0.0220 |
x2x2 | 447.886 | 1 | 447.886 | 18.90 | 0.0225 |
x2x3 | 134.314 | 1 | 134.314 | 5.67 | 0.0976 |
x2x4 | 99.793 | 1 | 99.793 | 4.21 | 0.1325 |
x3x3 | 2145.37 | 1 | 2145.37 | 90.52 | 0.0025 |
x3x4 | 17.9202 | 1 | 17.9202 | 0.76 | 0.4485 |
x4x4 | 151.498 | 1 | 151.498 | 6.39 | 0.0856 |
Total error | 71.1002 | 3 | 23.7001 | ||
Total (corr.) | 14,272.5 | 17 | |||
Multiple R2 = 0.9950; Adjusted R2 = 0.9717 | |||||
Standard Error of Est. = 4.86827; Mean absolute error = 1.77003 | |||||
Durbin–Watson statistic = 1.74455 (p = 0.1104); Lag 1 residual autocorrelation = 0.107803 |
Source | Sum of Squares | df | Mean Square | F-Ratio | p-Value |
---|---|---|---|---|---|
x1: pH | 328.097 | 1 | 328.097 | 136.38 | 0.0013 |
x2: Sorbent mass | 87.7088 | 1 | 87.7088 | 36.46 | 0.0091 |
x3: Elution flow rate | 21.0238 | 1 | 21.0238 | 8.74 | 0.0597 |
x4: Elution volume | 184.642 | 1 | 184.642 | 76.75 | 0.0031 |
x1x1 | 253.047 | 1 | 253.047 | 105.18 | 0.0020 |
x1x2 | 61.9063 | 1 | 61.9063 | 25.73 | 0.0148 |
x1x3 | 1.91072 | 1 | 1.91072 | 0.79 | 0.4385 |
x1x4 | 21.4099 | 1 | 21.4099 | 8.90 | 0.0584 |
x2x2 | 61.9367 | 1 | 61.9367 | 25.74 | 0.0148 |
x2x3 | 0.863509 | 1 | 0.863509 | 0.36 | 0.5913 |
x2x4 | 17.1837 | 1 | 17.1837 | 7.14 | 0.0755 |
x3x3 | 25.4209 | 1 | 25.4209 | 10.57 | 0.0475 |
x3x4 | 0.369892 | 1 | 0.369892 | 0.15 | 0.7212 |
x4x4 | 83.7748 | 1 | 83.7748 | 34.82 | 0.0097 |
Total error | 7.21747 | 3 | 2.40582 | ||
Total (corr.) | 1506.59 | 17 | |||
Multiple R2 = 0.9952; Adjusted R2 = 0.9728 | |||||
Standard Error of Est. = 1.55107; Mean absolute error = 0.507682 | |||||
Durbin-Watson statistic = 1.29337 (p = 0.0224); Lag 1 residual autocorrelation = 0.335221 |
Target and Metabolites Solution | Polymer | Kd (mL/g) | IF | α(IFPGA/IFHA) | |
---|---|---|---|---|---|
PGA | MIP | 272.57 | 2.34 | 2.79 | |
NIP | 116.17 | ||||
HA | MIP | 89.33 | 0.84 | ||
NIP | 106.37 |
Metabolite | LOD (mg.L−1) | LOQ (mg.L−1) |
---|---|---|
PGA | 0.5 | 1.6 |
HA | 3.4 | 11.4 |
Spiked Urine (mg.L−1) | Recovery (%) | RSD (%) (n = 3) |
---|---|---|
5 | 97.32 ± 4.29 | 4.61 |
50 | 98.78 ± 3.08 | 3.72 |
125 | 99.06 ± 3.25 | 3.51 |
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Qronfla, M.M.; Jamoussi, B.; Chakroun, R.; Al-Mur, B.A.; Halawani, R.F.; Aloufi, F.A. Synthesis of a New Molecularly Imprinted Polymer and Optimisation of Phenylglyoxylic Acid Extraction from Human Urine Samples Using a Central Composite Design within the Response Surface Methodology. Polymers 2023, 15, 3279. https://doi.org/10.3390/polym15153279
Qronfla MM, Jamoussi B, Chakroun R, Al-Mur BA, Halawani RF, Aloufi FA. Synthesis of a New Molecularly Imprinted Polymer and Optimisation of Phenylglyoxylic Acid Extraction from Human Urine Samples Using a Central Composite Design within the Response Surface Methodology. Polymers. 2023; 15(15):3279. https://doi.org/10.3390/polym15153279
Chicago/Turabian StyleQronfla, Murad. M., Bassem Jamoussi, Radhouane Chakroun, Bandar A. Al-Mur, Riyadh F. Halawani, and Fahed A. Aloufi. 2023. "Synthesis of a New Molecularly Imprinted Polymer and Optimisation of Phenylglyoxylic Acid Extraction from Human Urine Samples Using a Central Composite Design within the Response Surface Methodology" Polymers 15, no. 15: 3279. https://doi.org/10.3390/polym15153279