Release–Chelation Effect of Ultrasound-Assisted Citric Acid Treatment on Heavy Metal Removal Efficiency in Pyropia haitanensis
Abstract
1. Introduction
2. Materials and Methods
2.1. Sample Preparation
2.2. Determination of Heavy Metal Content
2.3. Reagents Used
2.4. Chemical Removal Agents Used for the Removal of Heavy Metals
2.5. Physical Removal Methods
2.5.1. Ultrasound
2.5.2. Mechanical Stirring
2.6. Single-Factor Experiments
2.7. Response Surface Design
2.8. Optimization Process Validation Experiment
2.9. Fourier Transform Infrared Spectroscopy (FT-IR)
2.10. Subcellular Fractionation
2.11. Scanning Electron Microscopy (SEM)
2.12. Quality Changes
2.13. Statistical Analysis
3. Results and Discussion
3.1. Comparison of Chemical Removal Efficacy Agents
3.2. Comparison of Physical Methods
3.2.1. Ultrasound
3.2.2. Mechanical Stirring
3.3. UACA Single-Factor Experiment
3.3.1. CA Concentrations
3.3.2. Sonication Time
3.3.3. Ultrasound Power
3.4. Response Surface Results and Analysis
3.4.1. Cr Removal Efficiency
3.4.2. As Removal Efficiency
3.4.3. Cd Removal Efficiency
3.4.4. Pb Removal Efficiency
3.4.5. Optimization Process Validation Study
3.5. FT-IR Analysis
3.6. Subcellular Distribution of Heavy Metals
3.7. SEM Analysis
3.8. Quality Changes
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CA | Citric acid |
| UACA | Ultrasound-assisted citric acid |
| EDTA | Ethylenediaminetetraacetic acid |
| HAc | Acetic acid |
| LA | Lactic acid |
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| Level | Factor | ||
|---|---|---|---|
| A (mol/L) | B (min) | C (W) | |
| −1 | 0.06 | 20 | 240 |
| 0 | 0.10 | 25 | 270 |
| 1 | 0.14 | 30 | 300 |
| Num | A mol/L | B min | C W | Removal Rate (%) | |||
|---|---|---|---|---|---|---|---|
| Cr | As | Cd | Pb | ||||
| 1 | −1 | −1 | 0 | 48.17 ± 0.95 | 50.67 ± 1.55 | 70.14 ± 1.37 | 32.25 ± 2.08 |
| 2 | 1 | −1 | 0 | 62.33 ± 2.22 | 74.46 ± 2.13 | 78.92 ± 1.79 | 37.67 ± 0.14 |
| 3 | −1 | 1 | 0 | 65.06 ± 1.18 | 73.82 ± 0.45 | 83.33 ± 0.85 | 41.69 ± 1.39 |
| 4 | 1 | 1 | 0 | 69.05 ± 1.53 | 72.64 ± 1.84 | 89.34 ± 1.41 | 46.67 ± 0.62 |
| 5 | −1 | 0 | −1 | 47.29 ±1.96 | 61.68 ± 1.75 | 75.79 ± 2.41 | 39.98 ± 1.47 |
| 6 | 1 | 0 | −1 | 64.75 ± 0.76 | 76.13 ± 0.89 | 86.75 ± 1.30 | 44.61 ± 0.25 |
| 7 | −1 | 0 | 1 | 62.25 ± 1.81 | 68.72 ± 0.47 | 80.14 ± 0.67 | 41.12 ± 2.53 |
| 8 | 1 | 0 | 1 | 63.46 ± 2.12 | 76.13 ± 1.17 | 81.92 ± 1.57 | 45.15 ± 1.86 |
| 9 | 0 | −1 | −1 | 52.67 ± 0.69 | 63.65 ± 1.27 | 70.98 ± 2.25 | 38.13 ± 2.09 |
| 10 | 0 | 1 | −1 | 65.25 ± 2.24 | 72.13 ± 0.15 | 83.63 ± 0.91 | 46.15 ± 2.41 |
| 11 | 0 | −1 | 1 | 59.49 ± 1.64 | 63.65 ± 0.72 | 71.31 ± 0.95 | 36.13 ± 0.76 |
| 12 | 0 | 1 | 1 | 67.71 ± 1.16 | 75.69 ± 1.28 | 83.92 ± 1.69 | 47.90 ± 2.32 |
| 13 | 0 | 0 | 0 | 73.98 ± 1.96 | 79.54 ± 2.13 | 90.61 ± 1.43 | 49.22 ± 1.59 |
| 14 | 0 | 0 | 0 | 73.12 ± 1.24 | 79.69 ± 1.68 | 90.57 ± 1.98 | 49.24 ± 1.28 |
| 15 | 0 | 0 | 0 | 73.49 ± 2.16 | 80.06 ± 1.43 | 89.92 ± 1.65 | 49.73 ± 1.75 |
| Source | Cr | As | Cd | Pb | ||||
|---|---|---|---|---|---|---|---|---|
| F | p | F | p | F | p | F | p | |
| Model | 142.79 | <0.0001 | 284.04 | <0.0001 | 305.81 | <0.0001 | 115.32 | <0.0001 |
| A | 221.07 | <0.0001 | 661.24 | <0.0001 | 361.85 | <0.0001 | 385.00 | <0.0001 |
| B | 321.08 | <0.0001 | 603.82 | <0.0001 | 1140.25 | <0.0001 | 133.08 | <0.0001 |
| C | 85.97 | 0.0002 | 38.13 | 0.0016 | 0.0094 | 0.9267 | 11.86 | 0.0184 |
| AB | 33.68 | 0.0021 | 434.47 | <0.0001 | 7.33 | 0.0424 | 36.64 | 0.0018 |
| AC | 85.66 | 0.0002 | 33.64 | 0.0021 | 80.47 | 0.0003 | 7.79 | 0.384 |
| BC | 6.91 | 0.0553 | 8.60 | 0.0325 | 0.0015 | 0.9703 | 3.72 | 0.1117 |
| A2 | 242.84 | <0.0001 | 245.55 | <0.0001 | 137.17 | <0.0001 | 376.08 | <0.0001 |
| B2 | 133.62 | <0.0001 | 468.22 | <0.0001 | 653.79 | <0.0001 | 92.58 | 0.0002 |
| C2 | 234.21 | <0.0001 | 172.58 | <0.0001 | 523.26 | <0.0001 | 38.13 | 0.0016 |
| Lack of fit | 6.21 | 0.1418 | 7.90 | 0.1144 | 2.32 | 0.3154 | 15.99 | 0.0594 |
| R2 | 0.9961 | 0.9980 | 0.9982 | 0.9952 | ||||
| Adj R2 | 0.9891 | 0.9945 | 0.9949 | 0.9866 | ||||
| Adeq Pre | 35.8076 | 58.3190 | 48.2786 | 35.7003 | ||||
| Heavy Metal | Cell Wall | Organelle | Soluble Fraction | |
|---|---|---|---|---|
| Before Removal | Cr | 0.89 ± 0.020 a | 0.39 ± 0.011 c | 0.45 ± 0.035 b |
| As | 0.96 ± 0.027 a | 0.41 ± 0.019 c | 0.83 ± 0.038 b | |
| Cd | 0.39 ± 0.021 a | 0.24 ± 0.030 b | 0.10 ± 0.012 c | |
| Pb | 0.45 ± 0.019 a | 0.28 ± 0.017 b | 0.22 ± 0.013 c | |
| After Removal | Cr | 0.11 ± 0.011 b | 0.20 ± 0.015 a | 0.12 ± 0.011 b |
| As | 0.11 ± 0.012 b | 0.16 ± 0.0010 a | 0.15 ± 0.0090 a | |
| Cd | 0.019 ± 0.012 ab | 0.029 ± 0.008 a | 0.010 ± 0.005 c | |
| Pb | 0.16 ± 0.016 b | 0.19 ± 0.012 a | 0.12 ± 0.0020 c | |
| Crude Protein (%) | Total Polysaccharides (%) | |
|---|---|---|
| Before Removal | 27.42% ± 0.31 a | 26.36% ± 0.07 a |
| After Removal | 23.67% ± 0.27 b | 22.60% ± 0.04 b |
| Amino Acids | Before Removal | After Removal |
|---|---|---|
| Thr * | 1.74 ± 0.09 e | 1.42 ± 0.11 c |
| Val * | 1.77 ± 0.11 de | 1.21 ± 0.05 e |
| Met * | 0.53 ± 0.06 j | 0.46 ± 0.08 i |
| Ile * | 0.93 ± 0.07 i | 0.76 ± 0.07 h |
| Leu * | 1.91 ± 0.09 d | 1.65 ± 0.18 v |
| Phe * | 1.29 ± 0.02 g | 0.97 ± 0.09 g |
| Lys * | 1.89 ± 0.16 d | 1.41 ± 0.09 c |
| Asp | 2.77 ± 0.11 c | 2.33 ± 0.13 b |
| Ser | 1.36 ± 0.15 g | 1.16 ± 0.07 ef |
| Glu | 3.41 ± 0.12 a | 2.89 ± 0.07 a |
| Gly | 1.69 ± 0.07 e | 1.37 ± 0.14 c |
| Ala | 2.93 ± 0.14 b | 2.26 ± 0.15 b |
| Cys | 0.17 ± 0.05 k | 0.13 ± 0.04 j |
| Tyr | 0.60 ± 0.15 j | 0.49 ± 0.07 i |
| His | 0.45 ± 0.04 j | 0.20 ± 0.06 j |
| Arg | 1.53 ± 0.09 f | 1.02 ± 0.09 fg |
| Pro | 1.11 ± 0.08 h | 0.77 ± 0.08 h |
| EAA | 10.05 ±0.23 | 7.88 ± 0.28 |
| NEAA | 16.01 ± 0.27 | 12.62 ± 0.37 |
| TAA | 26.07 ± 0.38 | 20.50 ± 0.60 |
| EAA/NEAA | 62.79% | 62.46% |
| EAA/TAA | 38.57% | 38.45% |
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Cui, W.; Huang, S.; Zeng, H.; Li, Y.; Zheng, L.; Xu, C. Release–Chelation Effect of Ultrasound-Assisted Citric Acid Treatment on Heavy Metal Removal Efficiency in Pyropia haitanensis. Toxics 2026, 14, 401. https://doi.org/10.3390/toxics14050401
Cui W, Huang S, Zeng H, Li Y, Zheng L, Xu C. Release–Chelation Effect of Ultrasound-Assisted Citric Acid Treatment on Heavy Metal Removal Efficiency in Pyropia haitanensis. Toxics. 2026; 14(5):401. https://doi.org/10.3390/toxics14050401
Chicago/Turabian StyleCui, Wenhui, Sibi Huang, Huaqing Zeng, Yutong Li, Leyi Zheng, and Changhua Xu. 2026. "Release–Chelation Effect of Ultrasound-Assisted Citric Acid Treatment on Heavy Metal Removal Efficiency in Pyropia haitanensis" Toxics 14, no. 5: 401. https://doi.org/10.3390/toxics14050401
APA StyleCui, W., Huang, S., Zeng, H., Li, Y., Zheng, L., & Xu, C. (2026). Release–Chelation Effect of Ultrasound-Assisted Citric Acid Treatment on Heavy Metal Removal Efficiency in Pyropia haitanensis. Toxics, 14(5), 401. https://doi.org/10.3390/toxics14050401
