The study studied the protein components in green seaweed
Chaetomorpha sp. is a new subject that has not been studied at
home and abroad with the following main results:
- Establishing a process of collecting two groups of protein
concentrate APC-N and APC-K from algae Chaetomorpha sp.
with a protein content of over 75%, using new techniques such as
ultrasound and cellulase.
- Provide new and systematic information about protein groups
in Chaetomorpha sp., Amino acid composition, protein fractions
and molecular size of water-soluble and alkali-soluble protein
groups as well as characteristics on protein inoculant morphology.
- Evaluation of antimicrobial and antioxidation resistance by
many different mechanisms, especially the ability to inhibit the
peroxidation of cell membranes of APC-N water-soluble protein,
aiming for application in supplements.
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industry. In addition, protein concentrate was also
assessed for a number of special biological properties to evaluate
the potential of new protein sources.
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Chapter 2: MATERIAL AND METHODS
2.1. Material
Chaetomorpha sp. collected after 15-20 days of development,
collected in extensive shrimp ponds in Gia Rai, Bac Lieu. The
algae were transported in a foam tank during the day to the
laboratory. Algae was washed to remove impurities, then dried,
grinded and dried to 5% humidity, stored in a desiccator at room
temperature.
Enzyme
Cellulase of Genecor firm (USA), trade name is Crestone
Conc. able to work well in neutral pH range from 6.0 to 7.5,
temperature from 450C - 550C; activity 1,100 UI / ml.
2.2. Research diagrams
Research diagram is shown in figure 2.2.
2.3. Experimental arrangement
2.3.1. Identify of protein groups in algae
The method of Hu and Esen (1981) is used to identify groups
of proteins in algae based on their solubility in various solvents.
2.3.2. Investigate of material pretreatment process
Factors studied for material pretreatment process include the
influence of the drying temperature and the size of the mill.
2.3.3. Investigate the process of extracting water-soluble
proteins with cellulase
Survey factors are buffer solution type, pH, substrate and
solvent ratio, enzyme concentration, time and temperature of
extraction. The objective function is water soluble protein
content and phycocyanin content.
Optimize enzyme treatment process: optimize extracted
condition by using response surface methodology.
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Investigation of material
pretreatment process
Drying, grinding Enzyme
Investigation and
optimization of
extraction process of
water-soluble protein
group
Protein
containing
supernatant
Extraction 1
Extraction 2
Alkaline
solvent
Investigation and
optimization of
extraction process of
alkaline soluble protein
group
Tủa protein
Investigation of protein
precipitation conditions
Dialysis remove
salt
Freeze-dried
Morphology, structure
Functional properties
Biological properties
Nutritional value
Biomass
residue
Protein containing
supernatant
Water-soluble PC
Alkaline soluble PC
Algae powder
Figure 2.2. Diagram showing the process of obtaining protein
concentrate from Chaetomorpha sp.
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2.3.4. Investigate the process of extracting alkaline protein
Survey factors are substrate and solvent ratio, solvent
concentration, time and temperature of extraction. The
objective function is alkaline protein content.
Optimize alkaline treatment process: optimize extracted
condition by using response surface methodology.
2.3.5. Study on protein purification process
Investigation the process of protein precipitation by different
solvents: isoelectric precipitation with HCl, precipitate with ethanol,
precipitate with ammonium sulphate and improve the purity by
dialysis method.
2.3.6. Study on morphological and structural characteristics of
protein concentrate
Protein purification by gel filtration chromatography,
determination of amino acid composition by HPLC, morphology
observation by SEM scan, structure determination by
electrophoresis and LC-MS / MS.
2.3.7. Identify biological properties of protein concentrate
− Antibiotic activity was tested on 3 strains of bacteria causing
human disease are S.aureus, E.coli, P.aeruginosa.
− Antioxidant activity was tested by the following mechanisms:
DPPH free radical, ABTS•+ free radical, interaction with Fe2+
ions and in vivo cell lipid peroxidation inhibitory activity.
2.3.8. Identify functional properties of protein concentrate
Protein solubility and absorb water, foaming ability and foam
stability, emulsion capacity and stability, least gel concentration.
2.3.9. Evaluate nutritional value in in vitro condition
− In vitro protein digestibility (IVPD)
− Amino acid score (AAS)
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− Protein digestibility-corrected amino acid score (PDCAAS)
2.3.10. Evaluate nutritional value in in vivo condition
In vivo modeling was performed on white mice with 4 groups
with separate diets.
Group 1: Diets without protein
Group 2: Normal diet (food provided by the Pasteur Institute)
Group 3: The AIN 93 diet contains APC protein
Group 4: The AIN 93 diet contained soy protein
Evaluation criteria: protein efficiency ratio (PER), net protein
ratio (NPR) and biological value (BV).
2.4. Analytical method
− The biochemical components were determined according to
the LAPS method (Dien et al., 2010).
− Soluble protein content was determined by Lowry and
Bradford method.
− Phycocyanin content was determined by spectroscopy
(Bennett and Bogorad, 1973).
− Observe the structure of algae and protein concentrate using
a scanning electron microscope (SEM).
− The amino acid composition was analyzed by HPLC method.
− MW of protein was determined by SDS PAGE
electrophoresis method and by LC-MS / MS method
− The indicators of glucose, triglyceride, HDL-C and LDL-C in
rat blood were analyzed at Hospital 115.
2.5. Data processing methods
Experiments were performed 3 times. The results were
statistically processed by Statghraphics software, the level of
significance α = 0.05.
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Optimized data of the extraction process using response
surface methodology using Moodle 5.0 software.
Chapter 3: RESULTS AND DISCUSSIONN
3.1. Chaetomorpha protein content
3.1.1. Biochemical composition
The carbohydrate and protein content in Chaetomorpha
biomass are 47.19% and 12.68%, respectively. The protein
content in Chaetomorpha is not high (12,68%-20%) when
compared to the protein content in soybeans, which is the plant
source commonly used to obtain protein concentrate and protein
isolate. However, the extraction of protein from algae, followed
by the use of algae residue after protein extraction to produce
bioethanol and microbiological fertilizers will create a closed
value chain of materials with many diversified products, creating
jobs for farmers, opening up a sustainable development direction
for this wasted material source.
3.1.2. Determination of protein groups in Chaetomorpha
Algae Chaetomorpha will be treated in turn with distilled
water; NaCl 0.5M; 70% ethanol and 0.1M NaOH to identify
protein groups.
The results showed that the percentage of protein from
Chaetomorpha with the highest alkaline protein was 55.27%, the
water soluble protein accounted for 34.33% compared to the total
protein. The two groups of proteins dissolved in salt and alcohol
have a low ratio of 6.07% and 4.32%.
The analysis results is the basis for the selection of suitable
solvents for protein extraction. From the above results, we
decided to choose to investigate the extraction process of two
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groups of proteins with high content in seaweed, namely the
water-soluble group and the alkali-soluble group.
3.2. Investigation of material pretreatment process
The algae material was investigated for the pretreatment
condition which is drying temperature and material size. The
results show that the drying temperature at 600C and material size
less than 0.1mm is the best for protein extraction.
3.3. Investigate the process of extracting water-soluble
proteins with cellulase
The use of cellulase will facilitate cell wall hydrolysis and the
combination of physical methods such as ultrasound helps to
accelerate the extraction process and achieve higher yields.
In this study, the factors examined are the type of buffer;
buffer pH ranges from 5.0 to 8.0; ratio of substrate and buffer
solution from (1: 5) to (1:30). The cellulase concentration used
varied from 50UI / g substrate to 150UI / g substrate. Extraction
time from 1 to 8 hours, temperature from 300C to 700C.
The results showed that phosphate buffer pH 7 was suitable
for enzyme activity. The cellulase concentration used is 100
UI/g. The optimal extraction time and temperature are 60 minutes
and 500C respectively. These conditions are also suitable
conditions for phycocyanin absorption. Phycocyanin content
obtained the highest is 0.39 mg / g dried algae, accounting for
about 1% of the total content of the water-soluble protein group
(38.36 mg / g dried algae).
Optimize enzyme treatment process
Enzymatic hydrolysis is a reaction in the heterogeneous
system, so the potential for enzyme exposure to substrates is
important. The ratio of raw materials (substrates): high buffers will
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increase the environmental viscosity, limit the ability to transfer
mass. In contrast, using a low substrate concentration will dilute
the extraction solution and make further extraction difficult with
alkaline solvents. In this experiment pH 7 and the ratio of
ingredient / substrate: solvent 1:20 are kept at optimal levels.
The optimization process is set up with 3 variable parameters
namely enzyme concentration (X1), temperature (X2) and
extraction time (X3), using a level 2 orthogonal optimization
model. has a rotating center with 3 experiments in the center. The
regression equation describes the soluble protein content
obtained in the extract as follows:
Y1 = 37,024 + 3,452 X1 + 2,322 X3 – 3,137 X12 – 1,417 X32
Enzyme concentration and extraction time significantly affect
protein extraction efficiency, but the interaction of these factors
has no effect on the protein content obtained in the extract (p>
0.05). The optimal conditions of the extraction process are the
enzyme concentration of 121 UI / g substrate, the temperature
and the extraction time is 400C; 90 minutes. Soluble protein
content was predicted and experimental 38.921 and 37.651 mg /
g dried , 3.27% difference.
3.4. Investigate the process of extracting alkaline protein with
NaOH solvent
The single factor survey results show that, optimal parameters
for the extraction of alkaline-soluble protein groups include the
ratio of substrates and solvents (1:20), NaOH concentration 1%,
extraction time and temperature are 60 minutes and 500C
respectively.
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Based on these results, optimization was performed according to
orthogonal model 2 with vortex center with 3 experiments at center.
The factors that have a great influence on the extraction process
selected as the variable parameters are extraction time (X4) and
NaOH concentration (X5). The regression equation describes the
soluble protein content obtained in the extract as follows:
Y2 = 65,180 + 6,321 X4 + 10,224 X5 – 5,509 X4 X5 – 8,259 X52
The results showed that NaOH concentration and extraction
time showed the mutual effect of protein content. When using a
low concentration of NaOH, it will take a long time for the
extraction to achieve optimal efficiency. In contrast, when using
NaOH at a high concentration, the extraction process will quickly
reach equilibrium and the time extension will not significantly
increase the extraction efficiency. Dissolved protein content was
predicted to reach the highest of 68,651 mg / g of dry seaweed at
the NaOH concentration of 1.2% and the extraction time was 72
minutes, 0.8% difference compared to the experimental results.
Evaluate the efficiency of protein extraction by methods
In this experiment, Elma
ultrasonic bath at 35kHz
frequency was used in
combination with cellulase
to increase the efficiency of
cell wall hydrolysis. The
complex crystal structure
of cellulose makes it
resistant to hydrolytic
Figure 3.5. Efficient extraction of water-
soluble and alkaline protein groups by different
methods
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effects. When combined with cellulase, the ultrasonic waves help
break down the crystalline structure of the cellulose, allowing the
enzyme to have better access to the substrate for efficient
hydrolysis of algae cells. Therefore, using a combination of both
ultrasound and enzyme helps to increase the efficiency of protein
extraction from algae biomass significantly compared to the
control (67.9 vs. 43.34 mg / g of dried algae).
The structure morphology of algae and algae residue was
studied by scanning electron microscope (SEM).
In the absence of supportive measures, algae cell walls are
ineffectively broken down, so many cells still have intracellular
components that have not been extracted (Figure 3.7a). In
contrast, with the help of ultrasound and enzymes, almost all
algae cells atrophy due to the complete release of intracellular
components (Figure 3.7b).
3.5. Study on protein purification process
The isoelectric precipitation and ethanol precipitation process
for protein collection efficiency is not high, the purity of protein
precipitate <50%. When using 70% saturated (NH4)2SO4, the
precipitation efficiency and purity of the water-soluble protein
a b
Figure 3.7. Image on scanning electron microscope (magnification 250x, scale
50µm) of algae residue Chaetomorpha sp. after protein extraction
(a) Do not use ultrasound and enzymes (b) Use ultrasound and enzymes
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group reached 62.86% and 58.77%, respectively, of the alkaline
soluble protein group 65.29% and 62.29%, respectively. The
sample was dialysated with a 14kDa semi-permeable cellophane
membrane to remove salt, the recovery efficiency of the protein
group dissolved in water and alkaline was 70.81%, 71.08%; The
respective purity is 72.80% and 75.50%.
3.6. Determination of the properties of protein concentrate
3.6.1. The biochemical composition of protein concentrate
To obtain the protein concentrate, algae are extracted two
protein segments: water-soluble and alkaline-soluble, then
precipitated with ammonium salt and subjected to the salt
dialysis under optimal conditions. Protein concentrates were
freeze-drying to moisture below 10% w/w. Protein content in the
two preparations APC-N and APC-K are 72.8% and 76.3%,
respectively.
3.6.2. Amino acid composition in protein concentrate
Table 3.17. Amino acid composition in protein concentrate
Acid amin
Amino acid content in protein
concentrate (g/100g protein)
APC-N APC-K
Aspatic acid 11.7 ± 0.20 11.5 ± 0.15
Glutamic acid 16.1 ± 0.09 15.7 ± 0.14
Serine 5.3 ± 0.03 5.1 ± 0.1
Histidine 1.4 ± 0.07 1.7 ± 0.25
Arginine 5.3 ± 0.15 6.2 ± 0.1
Glycine 4.9 ± 0.18 4.9 ± 0.12
Threonine 4.1 ± 0.16 5.1 ± 0.23
Alanine 7.3 ± 0.11 7.8 ± 0.09
15
Tyrosine 4.5 ± 0.09 4.1 ± 0.06
Methionine 3.6 ± 0.15 3.5 ± 0.15
Valine 5.4 ± 0.18 6.5 ± 0.09
Phenylanine 5.9 ± 0.34 5.9 ± 0.18
Isoleucine 3.5 ± 0.15 4.6 ± 0.01
Leucine 8.3 ± 0.14 8.6 ± 0.09
Lysine 5.1 ± 0.18 5.6 ± 0.07
Cystine 3.0 ± 0.05 1.8 ± 0.09
Proline 4.6 ± 0.09 1.4 ± 0.05
Content of essential amino acids in protein of Chaetomorpha
sp. accounting for a high percentage, the total content of 8 non-
substituting amino acids in the protein APC-N and APC-K
accounts for 37.3% and 41.5% respectively of the total protein
content, respectively.
3.6.3. Morphological of protein concentrate
Figure 3.9. Image on a scanning electron microscope of protein
concentrate at 500x magnification, 50µm scale and at 1000x magnification,
10µm scale (a), (b) APC.N; (c), (d) APC.K
Figure 3.9 shows the structure of the protein concentrate
inoculant form. water-soluble protein APC-N has a flat and large
plate structure, while alkaline soluble protein APC-K has a
a b
c d
16
smaller plate structure with a rough and porous surface. Usually
panels that are small and porous will have higher solubility. The
microstructures of the two protein concentrate can be used to
explain their solubility (Hu et al., 2013).
3.6.4. Structural characteristics of protein concentrate
The protein concentrate from algae will be segmented by gel
filtration chromatography and molecular size determination using
SDS-PAGE electrophoresis. Protein molecules have a very
complex structure. The spatial structure of the protein as well as
its ability to be denatured in the medium containing SDS can affect
the protein's mobility. In addition, protein can bind with other non-
protein components and it is difficult to separate proteins from
these components under normal SDS-PAGE electrophoresis
conditions. The influence of the shape and size of the non-protein
binding components on protein mobility is difficult to predict.
According to many studies, the proteins in algae are usually
glycoproteins. Glycoproteins are proteins containing covalently
linked oligosaccharides / polysaccharides with appropriate
amino acids. The glycoproteins have low electrophoresis
mobility and high molecular weight, thereby creating banding in
the electrophoresis gel.
Two samples of water-soluble and alkaline-soluble proteins
were sent to the Biochemistry Laboratory, University of Natural
Sciences, National University of Ho Chi Minh City to determine
molecular size by LC-MS / MS method, using electrospray
ionization (ESI) and molecular mass determination by QTOF.
Chromatogram of two protein samples when analyzing LC / MS /
17
MS is shown in figure 3.15 and figure 3.16. The results of mass
spectrometry analysis of these peaks are as follows.
- The water-soluble protein concentrate contains protein
fragments of 11.4 kDa, 13.6 kDa, 15.4 kDa, 27.2 kDa, and 38.6
kDa sizes, respectively (Figure 3.15).
- The alkaline protein concentrate contains protein fragments of
11.4 kDa, 21.1 kDa, 27.2 kDa, 34.1 kDa 40.5 kDa and 63.8 kDa
sizes, respectively (Figure 3.16).
3.7. Biological properties of protein concentrate
3.7.1. Antimicrobial activity test
The bacteria tested to cause disease in humans provided by
ATCC: S.aureus, E.coli, P.aeruginosa.
When compared to the Kanamycin antibiotic control with the
recommended concentration of 10µg/ml, the antimicrobial effect
of the algae protein concentrate is quite good against S. aureus
and P. aeruginosa (The antibacterial ring diameter for these 2
bacteria is 6 mm and 6.33 mm, respectively). Antibiotics are
twice as effective against E. coli than when using protein
concentrate from algae. However, the MIC value (the lowest
concentration at which the inoculant exhibits antibacterial
Figure 3.16. Analysis results
of MS APC-K
Figure 3.15. Analysis results
of MS APC-N
18
activity) of the algae protein was much higher than the control,
Kanamycin. That shows, the antibacterial activity of algae
protein products is quite low, not enough to be able to put into
practical application.
3.7.2. Antioxidant activity test
The antioxidant activities of the two Chaetomorpha protein
concentrate were tested by different mechanisms.
At the same concentration, APC.N preparation has much
higher DPPH free radical activity than APC.K. At the same test
concentration of 78,125 µg / ml, the percentage of active of
DPPH of the two protein APC.N and APC.K were 73.97% and
22.22%, respectively. DPPH capture activity of APC-K
preparations at the test concentration of 312.55 µg / ml was
55.18%. The higher DPPH capture activity of APC.N is probably
due to the Phycocyanin is a water-soluble protein with
antioxidant activity. In addition, protein molecules obtained from
algae may also contain antioxidant amino acid components such
as cysteine (containing thiol group), amino acids containing
phenolic groups such as tyrosin.
With the purpose of assessing the applicability of APC-N in
antioxidant-rich functional foods, APC-N continues to be used to
further study the antioxidant capacity by different mechanisms. .
The experiments were conducted at the Laboratory of
Biochemistry, Center of Ginseng and Medicinal Materials,
University of Medicine and Pharmacy, HCMC.
Experiments to evaluate the oxidation resistance of water-
soluble protein from Chaetomorpha sp. showed that APC-N is
19
resistant to oxidation by many different mechanisms. APC-N is
protein concentrate with a protein concentration of 72.8% w/w.
Besides, water-soluble proteins and phycocyanins, APC-N may also
contain other components that may contribute to antioxidant activity
such as soluble polysaccharides, plant polyphenols, chlorophyll ...
Due to impurities, the antioxidant resistance of APC-N compared to
the control of pure chemicals such as vitamin C, Na2EDTA of Sigma
is still low (about 5-20 times lower). However, in the mouse
meningeal cell experiment, APC-N exhibited similar inhibition of
membrane lipid peroxidation similar to pure Trolox (Calbiochem
Ltd. Co.). In general, the antioxidant activity of APC-N is from
strong to weak: DPPH scavenging ability, membrane lipid
peroxidation inhibition, Fe2+ ion binding ability, and neutralization
ABTS•+ with IC50 values of 19.11 µg / ml, 21.52 µg / ml, 31.46 µg
/ ml and 52.24 µg / ml, respectively.
Good oxidation resistance by many different mechanisms at
the concentration of µg/ml shows the prospect of APC-N for
antioxidant protection in functional foods.
3.8. Functional properties of protein concentrate
Solubility is an important indicator of protein used in
beverage technology. Protein from algae is soluble in both
neutral and alkaline media, while soy protein is good for both
acid, neutral and alkaline media. APC-N have higher solubility
than APC-K (12.6 and 10.3% at pH7), possibly due to the ratio
of hydrophilic groups on the surface of protein molecules in
APC-N is higher.
20
The water absorption capacity of APC-K was quite low (18.5%),
lower than that of APC-N (57.8%) and soy protein concentrate
(49.33%). The protein molecule in the APC-N may have extended
hydrophilic regions or a coiled helix structure to conceal the internal
hydrophobic regions. Hydrophilic regions are where hydrogen
bonds will form with surrounding water molecules, helping to
absorb water onto the protein macromolecule.
Gel-forming abilities play a role in giving the texture
properties of many foods. The gel also increases viscosity,
adhesion, and improves water and oil / fat bonding. The results
showed that both APC-N and APC-K from Chaetomorpha sp.
have a minimum gel forming concentration (LGC) of 10%,
demonstrating good gel-forming ability compared to soy protein
and many other plant proteins.
APC-K has very good foaming and foam stability. The soy
protein concentrate and APC-N have the same foaming capacity
as APC-K (40-43%) due to its good solubility at pH 7. However,
it is possible that due to the lack of hydrophobic amino acid groups
that can interact well with the phase division surface (which helps
to create a protein film around the tough, durable bubbles), the
resulting foam system has less durability (75 -78% vs 90%).
APC-K are also highly capable of emulsifying and stabilizing
emulsions. The hydrophobic groups occupy a high proportion of the
alkaline soluble proteins that help them interact well with the oil
phase of the fat droplets. At the same time, the ratio of amino acids
such as aspartic acid, glutamic acid is quite high in protein of
21
Chaetomorpha sp. can help create an electrostatic repulsion between
fat droplets and improve the ability to endure the emulsion system.
3.9. Evaluate nutritional value in in vitro condition
This study explores the nutritional value under in vitro
conditions of protein concentrate from the green algae
Chaetomorpha sp. to evaluate their potential to use them as a new
source of plant protein in foods.
With a protein content of 76.3% and the IVDP digestibility
more than 83.8%, the APC-K has a PDCAAS value of essential
amino acids greater than 1 except for histidine. The content of
histidine in the APC-K meets 95% of the adult requirement as
recommended by WHO (2007). The APC-N has a protein content
of 72.8%, the digestibility of IVDP is 79. This preparation is
deficient in two essential amino acids including lysine and
histidine with PDCAAS index of 0.95 and 0.73 respectively. Thus,
APC-K inoculant has higher nutritional value than APC-N.
3.10. Evaluate nutritional value of APC-K in in vivo condition
After 4 weeks, there was a difference in the increase in body
weight of 3 groups of mices; the mice that ate foods containing soy
protein and APC-K increased 60-63%, and the group that ate normal
foods increased 54%.
Protein efficiency ratio (PER) is an index used to measure the
quality of protein. PER value when using APC-K protein from
Chaetomorpha reached 2.12, lower than the PER of animal proteins
such as egg (3.9), beef (2.6) and fish ( 3.5). However, this value is
higher than some vegetable proteins such as flour (0.6), beans (1.5).
22
Net protein ratio (NPR) shows that protein is not only needed for
body development, but also for sustaining life.
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