Optimisation of Vitamin B12 Extraction from Green Edible Seaweed (Ulva lactuca) by Applying the Central Composite Design
Abstract
:1. Introduction
2. Results
2.1. Screening the Extraction Methods and Drying Conditions
2.2. Screening for Significant Factors Using the Two-Level Factorial Design
2.3. Significant Factors That Affected the CN-Cbl Yield from the Oven-Dried U. lactuca Samples That Employed the UAE Technique
2.4. Optimising of the ODU CN-Cbl Yield through CCD
2.5. Analysis of the Optimum Region by Employing CCD
2.6. Model Conformation and Validation Test
2.7. Microbiological Assay of Vitamin B12
2.8. Liquid Chromatography/Electronspray Ionisation-Mass Spectroscopy/Mass Spectroscopy (LC/ESI-MS/MS) Analysis of Vitamin B12
3. Discussion
4. Materials and Methods
4.1. Sample Collection and Preparation
- Air drying: The U. lactuca samples were placed in a single layer on a clean flipchart paper and air-dried in the laboratory using fan (speed 300 rpm) to keep air circulating until the sample reached a constant weight (temperature 25 °C).
- Sun-drying: The U. lactuca samples were placed in a single layer on a clean aluminium foil and dried under direct sunlight until the sample reached a constant weight (temperature 32 ± 2 °C).
- Oven drying: The U. lactuca samples were placed on an aluminium foil in a single layer and dried in an oven drier (Sanyo, OSA, JP) until a constant weight was obtained. The oven temperature was set to 40 °C.
- Freeze drying: The U. lactuca samples were frozen in a freezer (Sanyo, OSA, JP) overnight at −80 °C and then being placed in a chamber that combines a chilled condenser and a vacuum pump to aid sublimation of water. The freeze-drier (Thermo Scientific, WLM, USA) was set at a cryo-temperature of −50 °C.
4.2. Extraction of Vitamin B12
- Boiling Extraction Method: The dried U. lactuca samples were boiled using hotplate (Thermolyne Thermo Fischer Scientific, Waltham, MA, USA) for 20 min at 65 °C [14]. Upon extraction, the extracts obtained were centrifuged and kept in below 15 °C chiller (Sanyo, OSA, JP) before being purified.
- Orbital Shaker Extraction Method: The dried U. lactuca samples were shaken on an orbital shaker (Thermo Fischer Scientific, WLM, USA) for 30 min [28] at 200 rpm and centrifuged upon extraction. The extracts were kept in below 15 °C chiller before being purified.
- Ultrasonic Assisted Extraction Method: The dried U. lactuca samples were suspended in the solvent mixture and extracted in an ultrasonic water bath (WiseClean, CH) with the power and frequency set to 665 Watt and 20 kHz, respectively, for 30 min. The extracts obtained were cooled and kept in a chiller below 15 °C before being purified.
4.3. Purification and Determination of Vitamin B12
4.4. High-Performance Liquid Chromatography (HPLC) Analysis
4.4.1. Sample Solutions
4.4.2. Standard Solutions
4.4.3. Chromatographic Conditions
4.5. Statistical Analysis
4.6. Microbiological Assays of Vitamin B12 Using Eschericia coli and Lactobacillus leichmanii
4.7. Tandem Mass Spectrometry/Mass Spectroscopy (MS/MS) Analysis of Vitamin B12
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Sample Availability
List of Abbreviations
ODB | Oven-dried: extracted by boiling method |
SDB | Sun-dried sample, extracted by boiling method |
ADB | Air-dried sample, extracted by boiling method |
FDB | Freeze-dried, extracted by boiling method |
ODO | Oven-dried, extracted by orbital shaking method |
SDO | Sun-dried, extracted by orbital shaking method |
ADO | Air-dried, extracted by orbital shaking method |
FDO | Freeze-dried, extracted by orbital shaking method |
ODU | Oven-dried, extracted by ultrasonic-assisted extraction method |
SDU | Sun-dried, extracted by ultrasonic-assisted extraction method |
ADU | Air-dried, extracted by ultrasonic-assisted extraction method |
FDU | Freeze-dried, extracted by ultrasonic-assisted extraction method |
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Run | Solvent:Solvent Ratio (MeOH:H2O) | pH | Conc. of Vitamin B12 (mg/mL) |
---|---|---|---|
1 | 0:100 | 3 | 0.0250 |
2 | 50:50 | 3 | 0.0084 |
3 | 0:100 | 5 | 0.0072 |
4 | 50:50 | 5 | 0.0055 |
5 | 0:100 | 4 | 0.0323 |
6 | 50:50 | 4 | 0.0189 |
7 | 25:75 | 3 | 0.0225 |
8 | 25:75 | 5 | 0.0192 |
9 | 25:75 | 4 | 0.0357 |
10 | 25:75 | 4 | 0.0355 |
11 | 25:75 | 4 | 0.0351 |
12 | 25:75 | 4 | 0.0358 |
13 | 25:75 | 4 | 0.0305 |
Source | Sum of Squares | df | Mean Square | F-Value | p-Value | |
---|---|---|---|---|---|---|
Model | 0.0003 | 5 | 0.0003 | 49.26 | <0.0001 | Significant |
A | 0.0002 | 1 | 0.0002 | 27.14 | 0.0012 | |
B | 0.0001 | 1 | 0.0001 | 15.64 | 0.0055 | |
AB | 0.0001 | 1 | 0.0001 | 9.06 | 0.0196 | |
A² | 0.0002 | 1 | 0.0002 | 37.27 | 0.0005 | |
B² | 0.0005 | 1 | 0.0005 | 85.86 | <0.0001 | |
Residual | 0.0000 | 7 | 6.179 × 10−7 | |||
Lack of fit | 0.0000 | 3 | 7.511 × 10−6 | 1.45 | 0.3538 | Not significant |
Pure error | 0.0000 | 4 | 5.180 × 10−6 | |||
Cor total | 0.0016 | 12 |
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Susanti, D.; Ruslan, F.S.; Shukor, M.I.; Nor, N.M.; Aminudin, N.I.; Taher, M.; Khotib, J. Optimisation of Vitamin B12 Extraction from Green Edible Seaweed (Ulva lactuca) by Applying the Central Composite Design. Molecules 2022, 27, 4459. https://doi.org/10.3390/molecules27144459
Susanti D, Ruslan FS, Shukor MI, Nor NM, Aminudin NI, Taher M, Khotib J. Optimisation of Vitamin B12 Extraction from Green Edible Seaweed (Ulva lactuca) by Applying the Central Composite Design. Molecules. 2022; 27(14):4459. https://doi.org/10.3390/molecules27144459
Chicago/Turabian StyleSusanti, Deny, Fatin Shazwani Ruslan, Muhammad Idham Shukor, Normawaty Mohammad Nor, Nurul Iman Aminudin, Muhamad Taher, and Junaidi Khotib. 2022. "Optimisation of Vitamin B12 Extraction from Green Edible Seaweed (Ulva lactuca) by Applying the Central Composite Design" Molecules 27, no. 14: 4459. https://doi.org/10.3390/molecules27144459
APA StyleSusanti, D., Ruslan, F. S., Shukor, M. I., Nor, N. M., Aminudin, N. I., Taher, M., & Khotib, J. (2022). Optimisation of Vitamin B12 Extraction from Green Edible Seaweed (Ulva lactuca) by Applying the Central Composite Design. Molecules, 27(14), 4459. https://doi.org/10.3390/molecules27144459