Submitted:
28 October 2024
Posted:
30 October 2024
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Abstract
Keywords:
1. Introduction
2. Results
2.1. Cochineal Extraction Yield Obtained by the Conventional Method
2.2. Fractional Factorial Design
2.3. Statistical Analysis
2.4. Analysis of Response Surface Plots
2.5. Comparison Between the Conventional Method and Green Extraction Techniques
2.6. Infrared Spectra of Carminic Acid Extracts
3. Discussion
4. Materials and Methods
4.1. Cochineal Specimen Data
4.2. Carminic acid Determination
4.3. Carminic Acid Extraction by the Conventional Method
4.4. Extraction Assisted by Ultrasound (EAU)
4.6. Extraction Assisted by Microwave (EAM)
4.7. Carminic Acid Analysis by FTIR Spectroscopy
4.8. Analysis and Quantification of Carminic Acid by UV-vis Spectroscopy
4.9. Experimental Design and Statistical Analysis
5. Conclusions
6. Patents
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Independent Variables | Levels codification | |||
| -1 | 0 | 1 | ||
| Temperature (ºC) | X1 | 60 | 70 | 80 |
| Irradiation time (min) | X2 | 5 | 10 | 15 |
| Solvent ratio (mL) | X3 | 10 | 15 | 20 |
| Run | X1 Temperature (o C) |
X2 Irradiation time (min) |
X3 Solvent volume (mL) |
Yield of cochineal extract (%) by Ultrasound |
Yield of cochineal extract (%) by Microwave |
| 1 | 80 | 10 | 20 | 48.225 | 30.922 |
| 2 | 70 | 5 | 10 | 35.563 | 40.478 |
| 3 | 60 | 5 | 15 | 43.021 | 30.078 |
| 4 | 70 | 15 | 20 | 39.790 | 40.889 |
| 5 | 70 | 5 | 20 | 38.718 | 39.578 |
| 6 | 80 | 5 | 15 | 44.286 | 39.400 |
| 7 | 60 | 15 | 15 | 40.081 | 33.789 |
| 8 | 80 | 15 | 15 | 38.030 | 32.789 |
| 9 | 60 | 10 | 10 | 40.413 | 35.147 |
| 10 | 70 | 15 | 10 | 40.946 | 37.300 |
| 11 | 60 | 10 | 20 | 42.029 | 38.333 |
| 12 | 80 | 10 | 10 | 39.713 | 35.611 |
| 13 | 70 | 10 | 15 | 49.211 | 35.667 |
| 14 | 70 | 10 | 15 | 47.752 | 38.622 |
| 15 | 70 | 10 | 15 | 47.432 | 35.756 |
| ANOVA of ultrasound | ANOVA of microwave | |||||||
| Source | S.M. | C.M. | F-value | P-value | SM | C.M. | F-value | P-value |
| A: Temperature | 159.24 | 159.24 | 9.79 | 0.0036 | 20.47 | 20.47 | 3.08 | 0.0886 |
| B: Time | 19.84 | 19.84 | 1.22 | 0.2773 | 1.337 | 1.337 | 0.20 | 0.6567 |
| C: Solvent | 284.68 | 284.68 | 17.51 | 0.0002 | 376.83 | 376.83 | 56.68 | 0.0000 |
| AA | 137.88 | 137.88 | 8.48 | 0.0064 | 3.698 | 3.69 | 0.56 | 0.4610 |
| AB | 10.87 | 10.87 | 0.67 | 0.4192 | 3.484 | 3.48 | 0.52 | 0.4742 |
| AC | 18.60 | 18.605 | 1.14 | 0.2925 | 10.64 | 10.640 | 1.60 | 0.2147 |
| BB | 0.047 | 0.047 | 0.00 | 0.9572 | 0.092 | 0.093 | 0.01 | 0.0906 |
| BC | 0.977 | 0.979 | 0.06 | 0.8076 | 20.80 | 20.803 | 3.13 | 0.0862 |
| CC | 8.39 | 8.393 | 0.52 | 0.4775 | 8.86 | 8.860 | 1.33 | 0.2566 |
| Total error | 536.52 | 16.258 | 219.41 | 6.648 | ||||
| Total (corr.) | 1309.0 | 670.55 | ||||||
| Technique | Yield of Extraction (%) |
Extract Efficiency (mg/min) | Carminic Acid Yield (%) | Carminic Acid Efficiency (mg/min) |
| Conventional Method | 31.9 | 3.5 | 17.8 | 2.0 |
| Pressurized Liquids |
42.4 | 14.1 | NR | NR |
| Supercritical Fluids | 39.4 | 1.6 | NR | NR |
| Microwaves | 41 | 27.3 | 18.0 | 36.0 |
| Ultrasound | 47 | 31.3 | 26.3 | 17.5 |
| Absorption bands reported by Cañamares (REF) (cm-1) |
Absorption bands reported in this work (cm-1) |
Assignments |
| 3423 | 3302 | ν(OH) |
| 2917 | 2933 | ν(CH3)/νGlu(CH) |
| 1716 | 1716 | νacid(C=O) |
| 1617 | 1616 | ν(C=O)/νI(C–C) |
| 1572 | 1568 | νI(C–C)/δ(C5OH)/δ(CH) |
| 1376 | 1377 | δGlu(CH)/δGlu(COH)/δ(COH) |
| 1255 | 1243 | ν(C–C)/δacid(COH)/δ(COH)/δGlu(CH) |
| 1083 | 1074 | νGlu(C–O)/δGlu(COH) |
| 1045 | 1044 | νGlu(C–C)/δGlu(COH) |
| 820 | 813 | γ(COH) |
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