SlideShare a Scribd company logo
1 of 6
Download to read offline
International Journal of Pharmaceutical Science Invention
ISSN (Online): 2319 – 6718, ISSN (Print): 2319 – 670X
www.ijpsi.org Volume 5 Issue 3 ‖ June 2016 ‖ PP.25-30
www.ijpsi.org 25 | P a g e
Optimization of Bacillus Subtilis Natto Immobilization Process on
Alginate – Chitosan Complex and Its Application for Nattokinase
Fermentation
Hien T. Ho1
, Huong T. Nguyen2
1,2
(Department Of Biotechnology – Ho Chi Minh City University Of Technology)
ABSTRACT: Nattokinase is a potent fibrinolytic enzyme with the potential for fighting cardiovascular diseases.
In this study, Bacillus subtilis natto were immobilized in the alginate – chitosan complex for fermentation of
nattokinase enzyme. Six factors affecting the efficiency of immobilization cells were screened by Plackett –
Burman design including: concentration of alginate, concentration of chitosan, pH of chitosan, concentration of
CaCl2, added cells density, shaking time after supplementing chitosan. Results of optimization have identified
two factors affecting the efficiency of cell immobilization. They are concentration of alginate (2.5%) and added
cells density (approximately 5.86 million colonies per milliliter). With these two factors optimized and others
kept at the normal level, immobilization efficiency reached 90.73%. After Bacillus subtilis natto had been
immobilized by optimization of parameters, we conducted application for fermenting nattokinase. For 24 hours
of fermentation, nattokinase enzyme activity reached 71.80 ± 0.19 FU/ml. Immobilized Bacillus subtilis natto
cells were reused 6 times and on the 6th
time of reuse, nattokinase enzyme activity only decreased 2.7% in
compared with the 1st
reuse.
Keywords: Bacillus subtilis natto, immobilized cells, alginate, chitosan, nattokinase
I. Introduction
Nattokinase [EC 3.4.21] is an extracellular serine protease, this enzyme was demonstrated being a fibrinolytic
enzyme and considered a potential agent in the effective treatment of obstructive vascular disease [1]. This
enzyme has been discovered from various food sources such as Natto of Japanese [1], Doen-jang of Korea or
Dauchi of Chinese [2] and from various microbial especially the strains Bacillus subtilis bacteria in traditional
fermented foods from soybean [3]. Bacillus subtilis natto strains are capable of the highest yield of nattokinase
biosynthesis.
The technique to immobilize cells and enzyme by entrapment in matrix method has been applied for high
efficiency in the food industrial, pharmaceutical and environmental treatment [4]. Among the carriers applied in
the immobilization process, alginate and chitosan are widely used because these carriers are natural polymers
and have some advantages: Entrapment within gels of natural polymer is very mild technique and damage to
living cells can be minimized, easily handling, inexpensive and safe for users [5]. However, the immobilization
of cells in alginate gel has the disadvantage that immobilized bacteria are surrounded by a gel network which
strongly limits their movement. When growth occurs, bacteria push the gel network away and colonies
containing densely packed bacteria are formed. As the colony expands, it may eventually reach the surface of
the gel bead. This may lead to an eruption of the colony to the surrounding medium and limiting the reuse.
Moreover, alginate gel beads are unstable in the medium containing citrate and phosphate that are often used as
a buffer solution in the fermentation broth. Besides, the immobilized of cells in chitosan has some disadvantage
due to the small gel pore size which limits the diffusion of nutrients and metabolic products between the
fermentation broth and cells in the gel bead. In order to overcome this limitation, bacteria will be entrapped in
calcium alginate gel beads, after that they are coated with chitosan. The combination of the amino group of
chitosan and carbonate group of alginate will make up the gel network strength, which will help reduce cells
released and increase the number of cell reuse [6,7]. In addition to that, chitosan’s characteristics of antibacterial
in the fermentation broth and stability at high temperatures will create favorable conditions for Bacillus subtilis
natto cells to grow strongly [8].
II. Material And Method
1.1 Microorganism Strain And Cultural Medium
Bacillus subtilis natto was selected from bacteria collection of Ho Chi Minh University of Technology.
Bacillus subtilis natto was cultured in the nutrition broth (NB) and nutrition agar (NA), the pH 7.5, the
temperature at 370
C, the agitation of 200 rpm.
Medium for fermentation broth composed of Glucose 5.6 (g/l), Peptone 13 (g/l), MgSO4.7H2O 0.875 (g/l), NaCl
2.5 (g/l), CaCl2 0.025 (g/l) [9].
Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex..
www.ijpsi.org 26 | P a g e
Six factors effecting on efficiency of immobilization: concentration of alginate (1.5-3.5%), concentration of
chitosan (0.2-0.6%), pH of chitosan (5-6); concentration of CaCl2 (1-3%), initial supplement cells density (10 -
100 million colony forming units per milliliter); shaking time when supplementing chitosan (20-30 minutes)
1.2 Methods
2.2.1 Optimization process of Bacillus subtilis natto
- Screening the factors effecting on the efficiency immobilization of cell.
Six variables were examined in the Plackett Burman matrix with different 12 runs. We determined the
performance of immobilization for each validation formula and analyzed the factors having great impacts on
efficiency of immobilization cells. The main effecting factors had p value < 0.05. The chosen factors were
designed to determine the relationship between those and the response.
- Optimizing parameter for cells immobilization process
With the selected factors from the screening experiments, we carried out the initial experiment with original
values (-1,+1). Based on “Lack of fit” test, we determine the relationship between the chosen factors and
response. After analyzing the initial experiments, we determined whether the factors having great impacts on the
high regression equation are suitable or not. If the regression is linear function, we design the steepest
experiments to identify the suitable range of factors.
Based on that, we conducted the experiments for response surface methodology having the central composite
designs and determined function of the poly - nominal regression accurately to describe relationship between the
efficiency of immobilization and each factors.
The optimized results of response surface methodology were calculated by software simulation to determine the
highest immobilization efficiency and immobilization conditions.
Analyzing data and identifying the regression were carried out by Minitab 16.
2.2.2 Using immobilization of cells for fermentation nattokinase
We performed immobilization of cells with optimal parameters found from optimizing experiment then
conducted fermenting enzyme nattokinase.
Immobilized cells were fermentation with: broth being medium for fermentation, temperature at 370
C, agitation
at 200 rpm. The survey conducted on process of enzyme nattokinase biosynthesis was based on time of
fermentation by immobilization of cells. Survey process started at 8th
hour of fermentation and on every 4 hours,
sample was taken to determine enzyme nattokinase activity. Fermentation was stopped at 28th
hour.
Survey reused immobilized cells by stopping fermentation at 24th
hour, collecting broth for determine
nattokinase activity and transferring immobilized cells to fresh broth medium.
2.2.3 Analyzing nattokinase activity
Nattokinase activity was determined by ability to hydrolyze fibrin fiber. Bacillus subtilis natto fermentation was
stopped after 20 hours and broth was centrifuged at 13000 rpm for 20 minutes and obtained the supernatant to
determine nattokinase activity.
Tris-HCl (50mM, pH 7.5) of 1.3 mL and 0.4 mL 0f 0.72% (w/v) fibrinogen solution were taken in vials and kept
in water bath (370
C) for 5 minutes. Then 0.1 mL thrombin (20U/mL) was added and kept in water bath (370
C)
for 10 minutes. To this clot, 0.1 mL of enzyme was added. After incubation (370
C, 60 minutes), 2 mL of 0.2 M
trichloroacetic acid (TCA) was added. Vials were kept 20 minutes and centrifuged at 3000 x g for 5 minutes.
One unit enzyme activity is defined as the amount of enzyme required to produce an increase in absorbance
equal to 0.01 in 60 minutes at 280 nm [10].
III. Result And Discussion
1.3 Screening main effective factors of the cell immobilization efficiency
The cell immobilization efficiency and the effective values obtained from Plackett Burman matrix by
experiments were illustrated in Table1. Two factors notably influenced in cell immobilization efficiency
(p<0.05) were alginate concentration and cell density.
The alginate concentration factor and the added cells density had effect value (39.9, p = 0.01) and (45.56, 0.01)
respectively. The remaining factors had not effect significantly in designed experiments.
Table 1: The factor in Plackett Burman matrix and its effect to immobilization cells
Name of factors Symbols
of factor
Values of factors Main
effect
P values
Low (-1) High (+1)
Alginate concentration (%) X1 1.5 3.5 39.9 0.01
Chitosan concentration (%) X2 0.2 0.6 0.1 0.767
pH chitosan X3 5 6 0.09 0.774
CaCl2 concentration (%) X4 1 3 5.61 0.064
The added cells density (million X5 10 100 45.56 0.01
Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex..
www.ijpsi.org 27 | P a g e
colonies/ml)
Shaking time X6 20 40 5.75 0.062
R-sq = 95.10%
1.4 The optimal values of parameters in immobilizing cell process for highest efficiency of immobilization
We determined the relationship between cell immobilization efficiency and two main effective factors through 9
initial experiments. Through initial experiments, we found that alginate concentration has greatest impact on
immobilization efficiency than added cell. Through the levels of two variable and their effect on immobilization
efficiency (Table 2) we have some following remarks: Specifically, alginate concentration had main effect 165.2
and P value 0.00 then added cell had main effect 31.65 and P value 0.002. The analyzing data demonstrated R-
sq = 98.63% and Lack of fit test having p-value of 0.05, this meant that the immobilization efficiency and two
main effective factors were not in the linear relationship.
Table 2: The affecting level of two factors
Name of
factor
Symbol Value of factor Main effect P
valueLow (-1) Central (0) High (+1)
Alginate
concentration
(%)
X1 1.5 2.5 3.5 165.02 0.000
Cell added
(million
colonies/ml
X5 10 55 100 31.65 0.002
We identified the function of the poly-nominal regression accurately. The experiment for response surface
methodology having the central composite designs (RMS-CCD) with the main effective factors (-α, -1, 0. +1
+α) were conducted through 13 experiments, including 5 central experiments, 4 corner experiments and 4 axial
experiments.
The highest cell immobilization efficiency was the 4th
run (X1=0, X5= -α) of all experiments, which reached
90.73%. The lowest cell immobilization efficiency was the 3rd
run (X1= -1, X5= 1) which reached 30.23%, the
efficiency of immobilization. The experiments were illustrated in Table 3.
Table 3: The efficiency of immobilization Bacillus subtilis natto by alginate – chitosan complex in central
composite designs.
Run Code value Un code value Efficiency
Y (%)X1 X5 X1
(%)
X5
(million colony/ ml)
1 0 0 2.5 55 75.67
2 -1 -1 1,5 10 39.76
3 -1 1 1.5 100 30.23
4 0 -1.41 2.5 5.858 90.73
5 0 0 2,5 55 74,01
6 -1.41 0 1.085 55 32,41
7 1.41 0 3.914 55 45.56
8 0 0 2.5 55 76.58
9 1 1 3.5 100 59.32
10 1 -1 3.5 10 80.27
11 0 0 2.5 55 75.85
12 0 +1.41 2.5 104.142 42.71
13 0 0 2.5 55 76.36
R-sq – 90.15%
In this case, we determined the relationship between the main effective factors and response. The poly-nominal
regression equation was determined below.
Y (%) = -67.86 + 106.86*X1 + 1.35*X5 – 18.47*X1
2
- 2.27*X5
2
– 6.34*X1*X5
In above equation, Y (%) is symbol for cell immobilization efficiency, X1 (%) is symbol for alginate
concentration, X5 (million colonies per milliliter) is symbol for added cell density.
Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex..
www.ijpsi.org 28 | P a g e
Figure 1: The equation contours show the relationship between Y (%) and X1, X5
When added cells density was above central value, immobilization efficiency was reduced. This shows that,
added cells density being higher than central value will lead to competitive nutrients of cells in the gel bead.
Besides, the increasing by-product in the fermentation medium leads to inhibition of cell grows. Therefore, cells
enter death phase and the cells density in the gel bead decreases.
When alginate concentration increased above the central value, the immobilization efficiency also increased.
However, when alginate concentration reached value +1, despite the increasing in alginate of concentration the
immobilization efficiency was not increased.
The reason is that when alginate concentration increases, the viscosity increases too, so the ability of diffusing
cells into alginate suspensions is limited. On the other hand, when alginate concentration decreases below the
central value, the immobilization efficiency also decreases because low alginate concentration lead to the large
size pore gel, cells in gel bead are easily released to fermentation medium.
The maximum efficiency of immobilization Bacillus subtilis natto on alginate – chitosan complex was 90.73%
when alginate concentration is 2.5% and added cell density is 8.58 million colonies per milliliter, the others
factors remaining at central level.
1.5 Using immobilization Bacillus subtilis natto for fermentation of nattokinase
1.5.1 Investigating biosynthesis process of nattokinase enzyme based on time of fermentation.
Survey time period started at 8th
hour and stopped at 28th
hour of fermentation. The nattokinase enzyme activity
obtained increased as survey time increased. At the time of 8th
hour after fermentation, nattokinase enzyme
activity reached 31.46 FU/ml because in this stage, cells was in log phase and using nutrition for growing. The
results of survey process were illustrated in the figure 2.
Figure 2: The effect of fermenting time on biosynthesis of nattokinase enzyme process.
After 20 hours of fermentation, nattokinase enzyme activity reached 67.21 FU/ml and increased 2.2 fold
compared with at the 8th
hour of fermentation. The time from 24th
hour to 28th
hour correspond with the time
when cells in the stationary phase so nattokinase enzyme activity just slightly increased by 0.16 FU/ml. This
indicated that the increase in density of cells in the fermenting medium is proportional with obtained nattokinase
enzyme activity. At 28th
hour of fermentation nattokinase enzyme activity reached maximum 71.96 FU/ml.
However for the 4 hours prolonged time, nattokinase enzyme activity only increased 0.16 FU/ml having no
economic effect. Because the purpose of fermenting nattokinase enzyme by immobilized cells is to obtain the
highest enzyme activity and cell density, we chose the time to stop fermentation at the 24th
hour.
1.5.2 Comparing nattokinase enzyme activity obtained from fermenting process using free cells and
fermenting process using immobilized cells.
Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex..
www.ijpsi.org 29 | P a g e
From the investigating results obtained from biosynthesis of nattokinase enzyme process based on fermentation
time, we conducted fermenting immobilized cells and fermenting free cells with the same conditions. The result
was illustrated in figure 3.
Figure 3: Comparing nattokinase enzyme activity value obtaining from fermenting free cells and fermenting
immobilized cells.
For the free cells experiment, the maximum nattokinase enzyme activity obtained at 20th
hour of fermentation
was 69.13 FU/ml. Meanwhile, the maximum nattokinase enzyme activity obtained from fermenting the
immobilized cells was 71.96 FU/ml at 28th
hour of fermentation. The cause of the difference is that immobilized
cells take longer time to adapt with fermentation medium than free cells do. With free cell, when cells were
added in to fermentation broth, they immediately and directly contacted with the substrate. As for the
immobilized cells, cells were locked up behind the barrier layer of particle gel so cells used substrate after being
diffused through the membrane. On the other hand, the diffusion also has the limitation because it is effected by
concentration of substrate and size of the substrate. However for free cell, when increase time for fermented
from 20th
hour to 28th
hour, the nattokinase enzyme activity obtained was not increase. While the nattokinase
enzyme activity obtained by the immobilized cell was increased 4.75 FU/ml.
1.5.3 Investigating nattokinase enzyme activity in a series of immobilized cells reuse
We conducted survey nattokinase enzyme activity for a number of immobilized cells reuse times. In every 24
hours, we stopped the fermentation, transferred gel beads to fresh broth and continued fermenting process with
the same condition on the fresh broth. The results of investigating nattokinase enzyme activity over time of
reuse were illustrated in the figure 4.
Figure 4: Survey reusing the immobilized cells
The nattokinase enzyme activity in the first reuse reached 73.13 FU/ml, the highest level among the reuse times
and higher than the initial of immobilized cells. Particularly, the nattokinase enzyme activity obtained in the first
reuse and the second reuse were higher than the initial of immobilized cells by 1.33 FU/ml and 0.61 FU/ml
respectively. The cause of this difference is due to when we stopped process of fermented at the time of 24th
hour, the cells in gel beads are ungrowing hormogenous. Some are growing, others might be in the process of
biosynthesis of nattokinase enzyme thus nattokinase enzyme activity obtained was not in the highest level at the
initial fermentation of the immobilized cells. At the time of the first reuse nattokinase enzyme activity obtained
Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex..
www.ijpsi.org 30 | P a g e
reached the highest level because cells in the gel bead are not undergo growth stages which mainly using
nutrition for the biosynthesis of nattokinase enzyme process. At the next time reuses, obtained nattokinase
enzyme activity decreasing compared with the previous reuses may be due to after each reuse, a number of cells
were being released in to fermentation broth. So cells density in the gel beads were decreased and obtained
nattokinase enzyme activity were also decreased.
However after reusing for 6 times, obtained nattokinase enzyme activity compared with the 1st
time of reuse is
decrease by 2.73 FU/ml, this reduction is not significant. The survey result suggests that alginate – chitosan
complex had its effect in reducing cells release and increasing times of reuse.
IV. Conclusion
By the response surface methodology, we had investigated two factors affecting the immobilization efficiency
are: alginate concentration and added cell density. The Optimized of parameters for six factors are concentration
of alginate (2.5%), concentration of chitosan (0.4%), pH of chitosan (5.5), concentration of CaCl2 (2%), added
cell density (approximately 8.58 colonies per milliliter) and shaking time when supplement chitosan (30
minutes). The highest of immobilization efficiency reached 90.73%.
The immobilized cells were reused 6 times and obtained nattokinase enzyme activity in the 1st
time of reuse and
in the 6th
of reuse are 73.13 ± 0.14 FU/ml and 70.40 ± 0.09 FU/ml respectively.
Acknowledgment
We would like to full appreciate the help of the professors/teachers in the Chemistry Faculty of Ho Chi Minh
University of technology in this study. This review is funded by Vietnam National University Ho Ch iMinh City
(VNU-HCM) under grant number C2016-20-31.
References
[1]. H. Sumi, H. Hamada, H. Tsushima, H. Mihara, and H. Muraki, “Short Communications A novel fibrinolytic enzyme
( nattokinase ) in the vegetable cheese Natto; a typical and popular soybean food in the Japanese diet Short Communications A
survey of 3-dehydroretinal as a visual pigment chromophore in various species o,” vol. 43, pp. 1110–1111, 1987.
[2]. “Journal of Animal Physiology and Animal Nutrition Volume 96 issue 3 2012 [doi 10.1111_j.1439-0396.2011.01173.x] H.
Peng; J. Q. Wang; H. Y. Kang; S. H. Dong; P. Sun; D. P. Bu; L -- Effect of feeding Bacillus subtilis natto fer.pdf.” .
[3]. Y. Peng, X. Yang, and Y. Zhang, “Microbial fibrinolytic enzymes: an overview of source, production, properties, and
thrombolytic activity in vivo.,” Appl. Microbiol. Biotechnol., vol. 69, no. 2, pp. 126–32, Nov. 2005.
[4]. J. C. Duarte, J. A. R. Rodrigues, P. J. S. Moran, G. P. Valença, and J. R. Nunhez, “Effect of immobilized cells in calcium
alginate beads in alcoholic fermentation.,” AMB Express, vol. 3, no. 1, p. 31, Jan. 2013.
[5]. A. I. Raafat, E. Araby, and S. Lotfy, “Enhancement of fibrinolytic enzyme production from Bacillus subtilis via immobilization
process onto radiation synthesized starch/dimethylaminoethyl methacrylate hydrogel,” Carbohydr. Polym., vol. 87, no. 2, pp.
1369–1374, 2012.
[6]. G. Klinkenberg, K. Q. Lystad, D. W. Levine, and N. Dyrset, “Cell Release from Alginate Immobilized Lactococcus lactis ssp.
lactis in Chitosan and Alginate Coated Beads,” J. Dairy Sci., vol. 84, no. 5, pp. 1118–1127, May 2001.
[7]. X.-H. Chen, X.-T. Wang, W.-Y. Lou, Y. Li, H. Wu, M.-H. Zong, T. J. Smith, and X.-D. Chen, “Immobilization of Acetobacter
sp. CCTCC M209061 for efficient asymmetric reduction of ketones and biocatalyst recycling.,” Microb. Cell Fact., vol. 11, no. 1,
p. 119, Jan. 2012.
[8]. B. Aguilar-May, M. Del Pilar Sánchez-Saavedra, J. Lizardi, and D. Voltolina, “Growth of Synechococcus sp. immobilized in
chitosan with different times of contact with NaOH.,” J. Appl. Phycol., vol. 19, no. 2, pp. 181–183, May 2007.
[9]. N. A. Tuan and N. T. Huong, “Optimization of the fermentation medium to receive the highest biomass yield by Bacillus subtilis
natto and the initial test of nattokinase yield,” IOSR J. Eng., vol. 04, no. 12, pp. 35–40, 2014.
[10]. H. Sumi, S. Ikeda, and T. Ohsugi, “Increasing the Production of Nattokinase and Vitamin K2 in Natto with Dipicolinic Acid,”
Open Food Sci. J., vol. 3, no. 1, pp. 10–14, Apr. 2009.

More Related Content

What's hot

Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...
Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...
Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...pharmaindexing
 
Isolation, partial purification and characterization
Isolation, partial purification and characterizationIsolation, partial purification and characterization
Isolation, partial purification and characterizationeSAT Publishing House
 
improved saccharification et al
improved saccharification et alimproved saccharification et al
improved saccharification et alHamish Cameron
 
(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...
(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...
(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...minhdaovan
 
Potent anticancer activity of nigella sativa seeds
Potent anticancer activity of nigella sativa seedsPotent anticancer activity of nigella sativa seeds
Potent anticancer activity of nigella sativa seedsMahdy Ali Ahmad Osman
 
Bioconversion of Penicillin to Cephalosporin
Bioconversion of Penicillin to CephalosporinBioconversion of Penicillin to Cephalosporin
Bioconversion of Penicillin to CephalosporinIOSR Journals
 
Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...
Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...
Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...iosrjce
 
Mtt Assay for cell viability
Mtt Assay for cell viabilityMtt Assay for cell viability
Mtt Assay for cell viabilitysakeena gilani
 
Enzymatic Saccharification of Lignocellulosic Biomass
Enzymatic Saccharification of Lignocellulosic BiomassEnzymatic Saccharification of Lignocellulosic Biomass
Enzymatic Saccharification of Lignocellulosic BiomassBiorefineryEPC™
 
10.11648.j.ajbio.s.2015030201.15
10.11648.j.ajbio.s.2015030201.1510.11648.j.ajbio.s.2015030201.15
10.11648.j.ajbio.s.2015030201.15nazir uddin
 
1. bioconversion of progesterone using aqueous two phase system by comamonas ...
1. bioconversion of progesterone using aqueous two phase system by comamonas ...1. bioconversion of progesterone using aqueous two phase system by comamonas ...
1. bioconversion of progesterone using aqueous two phase system by comamonas ...Darshan Rudakiya
 
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...inventionjournals
 
Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...
Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...
Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...iosrphr_editor
 

What's hot (18)

Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...
Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...
Formulation and Evaluation of Moxifloxacin Loaded Alginate Chitosan Nanoparti...
 
Isolation, partial purification and characterization
Isolation, partial purification and characterizationIsolation, partial purification and characterization
Isolation, partial purification and characterization
 
improved saccharification et al
improved saccharification et alimproved saccharification et al
improved saccharification et al
 
(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...
(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...
(48)Screening and identifiation of Bacillus sp. isolated from traditional Vie...
 
Mechanistic Studies of in vitro Anti- Proliferative Potential of Arisaena int...
Mechanistic Studies of in vitro Anti- Proliferative Potential of Arisaena int...Mechanistic Studies of in vitro Anti- Proliferative Potential of Arisaena int...
Mechanistic Studies of in vitro Anti- Proliferative Potential of Arisaena int...
 
MartucciNicole
MartucciNicoleMartucciNicole
MartucciNicole
 
Potent anticancer activity of nigella sativa seeds
Potent anticancer activity of nigella sativa seedsPotent anticancer activity of nigella sativa seeds
Potent anticancer activity of nigella sativa seeds
 
Bioconversion of Penicillin to Cephalosporin
Bioconversion of Penicillin to CephalosporinBioconversion of Penicillin to Cephalosporin
Bioconversion of Penicillin to Cephalosporin
 
Elsevier_Bioresource Technology
Elsevier_Bioresource TechnologyElsevier_Bioresource Technology
Elsevier_Bioresource Technology
 
Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...
Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...
Effcet of Vernonia Amygdalina.Del Ethanolic Extract Fraction on Serum Prolact...
 
Mtt Assay for cell viability
Mtt Assay for cell viabilityMtt Assay for cell viability
Mtt Assay for cell viability
 
Enzymatic Saccharification of Lignocellulosic Biomass
Enzymatic Saccharification of Lignocellulosic BiomassEnzymatic Saccharification of Lignocellulosic Biomass
Enzymatic Saccharification of Lignocellulosic Biomass
 
2005 trypanocidal constituents in plants 5.1) evaluation of some mexican
2005 trypanocidal constituents in plants 5.1) evaluation of some mexican2005 trypanocidal constituents in plants 5.1) evaluation of some mexican
2005 trypanocidal constituents in plants 5.1) evaluation of some mexican
 
10.1.1.318.916
10.1.1.318.91610.1.1.318.916
10.1.1.318.916
 
10.11648.j.ajbio.s.2015030201.15
10.11648.j.ajbio.s.2015030201.1510.11648.j.ajbio.s.2015030201.15
10.11648.j.ajbio.s.2015030201.15
 
1. bioconversion of progesterone using aqueous two phase system by comamonas ...
1. bioconversion of progesterone using aqueous two phase system by comamonas ...1. bioconversion of progesterone using aqueous two phase system by comamonas ...
1. bioconversion of progesterone using aqueous two phase system by comamonas ...
 
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
 
Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...
Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...
Validation Of Radiation Sterilization Dose For Proteases Immobilized On Aldeh...
 

Viewers also liked

Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian CellsGenotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cellsinventionjournals
 
Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...
Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...
Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...inventionjournals
 
Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...
Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...
Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...inventionjournals
 
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian CellsGenotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cellsinventionjournals
 
The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...
The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...
The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...inventionjournals
 
Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...
Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...
Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...inventionjournals
 
Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...
Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...
Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...inventionjournals
 
Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...
Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...
Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...inventionjournals
 
Cytoprotective and DNA Protective Activity of Carica Papaya Leaf Extracts
Cytoprotective and DNA Protective Activity of Carica Papaya Leaf ExtractsCytoprotective and DNA Protective Activity of Carica Papaya Leaf Extracts
Cytoprotective and DNA Protective Activity of Carica Papaya Leaf Extractsinventionjournals
 
Penicillin is drug of Choice for Syphilis- Still it holds good?
Penicillin is drug of Choice for Syphilis- Still it holds good?Penicillin is drug of Choice for Syphilis- Still it holds good?
Penicillin is drug of Choice for Syphilis- Still it holds good?inventionjournals
 
Synthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-Diazoles
Synthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-DiazolesSynthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-Diazoles
Synthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-Diazolesinventionjournals
 
Practical Guidelines to Improve Defect Prediction Model – A Review
Practical Guidelines to Improve Defect Prediction Model – A ReviewPractical Guidelines to Improve Defect Prediction Model – A Review
Practical Guidelines to Improve Defect Prediction Model – A Reviewinventionjournals
 
“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”
“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”
“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”inventionjournals
 
Tuition Reduction Determination Using Fuzzy Tsukamoto
Tuition Reduction Determination Using Fuzzy TsukamotoTuition Reduction Determination Using Fuzzy Tsukamoto
Tuition Reduction Determination Using Fuzzy Tsukamotoinventionjournals
 
Existance Theory for First Order Nonlinear Random Dfferential Equartion
Existance Theory for First Order Nonlinear Random Dfferential EquartionExistance Theory for First Order Nonlinear Random Dfferential Equartion
Existance Theory for First Order Nonlinear Random Dfferential Equartioninventionjournals
 
Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...
Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...
Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...inventionjournals
 
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...inventionjournals
 
No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...
No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...
No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...inventionjournals
 
Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...
Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...
Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...inventionjournals
 
ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...
ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...
ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...inventionjournals
 

Viewers also liked (20)

Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian CellsGenotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
 
Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...
Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...
Cytogenetic, Hematological and Enzymes Levels Parameters in the Biomonitoring...
 
Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...
Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...
Synthesis And Evaluation of Different Numbers of Phosphonate Group Containing...
 
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian CellsGenotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
Genotoxicity of Goji Berry (Lyciumbarbarum) In Vivo Mammalian Cells
 
The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...
The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...
The Combined Effects of Omega3 Fatty Acids and NanoCurcumin Supplementation o...
 
Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...
Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...
Formulation and Evaluation of Fast Dissolving Tablets of Paracetamol Using Oa...
 
Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...
Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...
Genotoxicity Evaluation of Polystyrene Membrane with Collagen and Norbixin by...
 
Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...
Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...
Evaluation of LdhIsozymes Following the Treatment of Methyl Parathion in the ...
 
Cytoprotective and DNA Protective Activity of Carica Papaya Leaf Extracts
Cytoprotective and DNA Protective Activity of Carica Papaya Leaf ExtractsCytoprotective and DNA Protective Activity of Carica Papaya Leaf Extracts
Cytoprotective and DNA Protective Activity of Carica Papaya Leaf Extracts
 
Penicillin is drug of Choice for Syphilis- Still it holds good?
Penicillin is drug of Choice for Syphilis- Still it holds good?Penicillin is drug of Choice for Syphilis- Still it holds good?
Penicillin is drug of Choice for Syphilis- Still it holds good?
 
Synthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-Diazoles
Synthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-DiazolesSynthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-Diazoles
Synthesis and Anti-Inflammatory activity of Sulpha/substituted 1,2-Diazoles
 
Practical Guidelines to Improve Defect Prediction Model – A Review
Practical Guidelines to Improve Defect Prediction Model – A ReviewPractical Guidelines to Improve Defect Prediction Model – A Review
Practical Guidelines to Improve Defect Prediction Model – A Review
 
“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”
“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”
“Desquamative Gingivitis Treated By An Antioxidant Therapy- A Case Report”
 
Tuition Reduction Determination Using Fuzzy Tsukamoto
Tuition Reduction Determination Using Fuzzy TsukamotoTuition Reduction Determination Using Fuzzy Tsukamoto
Tuition Reduction Determination Using Fuzzy Tsukamoto
 
Existance Theory for First Order Nonlinear Random Dfferential Equartion
Existance Theory for First Order Nonlinear Random Dfferential EquartionExistance Theory for First Order Nonlinear Random Dfferential Equartion
Existance Theory for First Order Nonlinear Random Dfferential Equartion
 
Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...
Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...
Clinical and Laboratory Prognostic Factors in Malignant form of Mediterranean...
 
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
Optimizing some conditions for spray drying in synbiotic capsule from Bacillu...
 
No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...
No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...
No, Orally Administered Hemolymph Of Limicolaria Aurora Does Not Reduce Blood...
 
Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...
Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...
Correlations between Some Anthropometric Parameters, the Lipid Profile and Gl...
 
ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...
ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...
ASSESSMENT OF NANOPARTICULATED RESVERATROL AND LOSARTAN IN THE PROPHYLAXIS OF...
 

Similar to Optimization of Bacillus Subtilis Natto Immobilization Process on Alginate – Chitosan Complex and Its Application for Nattokinase Fermentation

F04124035040
F04124035040F04124035040
F04124035040IOSR-JEN
 
Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006Dr.Gunjan Mukherjee
 
Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006Dr.Gunjan Mukherjee
 
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...Qing Chen
 
Rubisco Lab Report
Rubisco Lab ReportRubisco Lab Report
Rubisco Lab ReportTammy Lacy
 
Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989George Clarkson
 
Biochemical and pharmacological study of biologically active preparation of p...
Biochemical and pharmacological study of biologically active preparation of p...Biochemical and pharmacological study of biologically active preparation of p...
Biochemical and pharmacological study of biologically active preparation of p...inventionjournals
 
The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...
The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...
The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...Agriculture Journal IJOEAR
 
Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...iosrjce
 
Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...iosrjce
 
In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...
In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...
In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...AI Publications
 
Formulation and characterization of epigallocatechin gallate nanoparticles
Formulation and characterization of epigallocatechin gallate nanoparticlesFormulation and characterization of epigallocatechin gallate nanoparticles
Formulation and characterization of epigallocatechin gallate nanoparticlesRamkumar Ponnuraj
 
A Systemic Study of Chitin Digestion Protocols
A Systemic Study of Chitin Digestion ProtocolsA Systemic Study of Chitin Digestion Protocols
A Systemic Study of Chitin Digestion ProtocolsArjuna Karikaran
 
Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...Vivek Zinzala
 
IRJET - Production of Protease by Actinomycetes under Submerged Fermentation
IRJET - Production of Protease by Actinomycetes under Submerged FermentationIRJET - Production of Protease by Actinomycetes under Submerged Fermentation
IRJET - Production of Protease by Actinomycetes under Submerged FermentationIRJET Journal
 

Similar to Optimization of Bacillus Subtilis Natto Immobilization Process on Alginate – Chitosan Complex and Its Application for Nattokinase Fermentation (20)

F04124035040
F04124035040F04124035040
F04124035040
 
F04743338
F04743338F04743338
F04743338
 
Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006
 
Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006Springer_CurrentMicrobiol_Mukherjee_2006
Springer_CurrentMicrobiol_Mukherjee_2006
 
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
A visual chip-based coimmunoprecipitation technique for analysis of protein–p...
 
Rubisco Lab Report
Rubisco Lab ReportRubisco Lab Report
Rubisco Lab Report
 
Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989
 
Biochemical and pharmacological study of biologically active preparation of p...
Biochemical and pharmacological study of biologically active preparation of p...Biochemical and pharmacological study of biologically active preparation of p...
Biochemical and pharmacological study of biologically active preparation of p...
 
The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...
The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...
The Role of Cell Wall-Degrading Enzymes in the Development of Anthracnose Dis...
 
Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...
 
Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...Expression Purification and Immunodetection of a fusion protein Glutathione S...
Expression Purification and Immunodetection of a fusion protein Glutathione S...
 
Proteinas g y sus correlaciones inglés
Proteinas g y sus correlaciones inglésProteinas g y sus correlaciones inglés
Proteinas g y sus correlaciones inglés
 
In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...
In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...
In vitro experiments of prokaryotic and eukaryotic antimicrobial peptide cyto...
 
Formulation and characterization of epigallocatechin gallate nanoparticles
Formulation and characterization of epigallocatechin gallate nanoparticlesFormulation and characterization of epigallocatechin gallate nanoparticles
Formulation and characterization of epigallocatechin gallate nanoparticles
 
Recent paper of dr.magapu solomon
Recent paper of dr.magapu solomonRecent paper of dr.magapu solomon
Recent paper of dr.magapu solomon
 
The white box model
The white box modelThe white box model
The white box model
 
A Systemic Study of Chitin Digestion Protocols
A Systemic Study of Chitin Digestion ProtocolsA Systemic Study of Chitin Digestion Protocols
A Systemic Study of Chitin Digestion Protocols
 
Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...Application of proteomics for identification of abiotic stress tolerance in c...
Application of proteomics for identification of abiotic stress tolerance in c...
 
IRJET - Production of Protease by Actinomycetes under Submerged Fermentation
IRJET - Production of Protease by Actinomycetes under Submerged FermentationIRJET - Production of Protease by Actinomycetes under Submerged Fermentation
IRJET - Production of Protease by Actinomycetes under Submerged Fermentation
 
final ppt (1).pptx
final ppt (1).pptxfinal ppt (1).pptx
final ppt (1).pptx
 

Recently uploaded

HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidNikhilNagaraju
 

Recently uploaded (20)

HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfid
 

Optimization of Bacillus Subtilis Natto Immobilization Process on Alginate – Chitosan Complex and Its Application for Nattokinase Fermentation

  • 1. International Journal of Pharmaceutical Science Invention ISSN (Online): 2319 – 6718, ISSN (Print): 2319 – 670X www.ijpsi.org Volume 5 Issue 3 ‖ June 2016 ‖ PP.25-30 www.ijpsi.org 25 | P a g e Optimization of Bacillus Subtilis Natto Immobilization Process on Alginate – Chitosan Complex and Its Application for Nattokinase Fermentation Hien T. Ho1 , Huong T. Nguyen2 1,2 (Department Of Biotechnology – Ho Chi Minh City University Of Technology) ABSTRACT: Nattokinase is a potent fibrinolytic enzyme with the potential for fighting cardiovascular diseases. In this study, Bacillus subtilis natto were immobilized in the alginate – chitosan complex for fermentation of nattokinase enzyme. Six factors affecting the efficiency of immobilization cells were screened by Plackett – Burman design including: concentration of alginate, concentration of chitosan, pH of chitosan, concentration of CaCl2, added cells density, shaking time after supplementing chitosan. Results of optimization have identified two factors affecting the efficiency of cell immobilization. They are concentration of alginate (2.5%) and added cells density (approximately 5.86 million colonies per milliliter). With these two factors optimized and others kept at the normal level, immobilization efficiency reached 90.73%. After Bacillus subtilis natto had been immobilized by optimization of parameters, we conducted application for fermenting nattokinase. For 24 hours of fermentation, nattokinase enzyme activity reached 71.80 ± 0.19 FU/ml. Immobilized Bacillus subtilis natto cells were reused 6 times and on the 6th time of reuse, nattokinase enzyme activity only decreased 2.7% in compared with the 1st reuse. Keywords: Bacillus subtilis natto, immobilized cells, alginate, chitosan, nattokinase I. Introduction Nattokinase [EC 3.4.21] is an extracellular serine protease, this enzyme was demonstrated being a fibrinolytic enzyme and considered a potential agent in the effective treatment of obstructive vascular disease [1]. This enzyme has been discovered from various food sources such as Natto of Japanese [1], Doen-jang of Korea or Dauchi of Chinese [2] and from various microbial especially the strains Bacillus subtilis bacteria in traditional fermented foods from soybean [3]. Bacillus subtilis natto strains are capable of the highest yield of nattokinase biosynthesis. The technique to immobilize cells and enzyme by entrapment in matrix method has been applied for high efficiency in the food industrial, pharmaceutical and environmental treatment [4]. Among the carriers applied in the immobilization process, alginate and chitosan are widely used because these carriers are natural polymers and have some advantages: Entrapment within gels of natural polymer is very mild technique and damage to living cells can be minimized, easily handling, inexpensive and safe for users [5]. However, the immobilization of cells in alginate gel has the disadvantage that immobilized bacteria are surrounded by a gel network which strongly limits their movement. When growth occurs, bacteria push the gel network away and colonies containing densely packed bacteria are formed. As the colony expands, it may eventually reach the surface of the gel bead. This may lead to an eruption of the colony to the surrounding medium and limiting the reuse. Moreover, alginate gel beads are unstable in the medium containing citrate and phosphate that are often used as a buffer solution in the fermentation broth. Besides, the immobilized of cells in chitosan has some disadvantage due to the small gel pore size which limits the diffusion of nutrients and metabolic products between the fermentation broth and cells in the gel bead. In order to overcome this limitation, bacteria will be entrapped in calcium alginate gel beads, after that they are coated with chitosan. The combination of the amino group of chitosan and carbonate group of alginate will make up the gel network strength, which will help reduce cells released and increase the number of cell reuse [6,7]. In addition to that, chitosan’s characteristics of antibacterial in the fermentation broth and stability at high temperatures will create favorable conditions for Bacillus subtilis natto cells to grow strongly [8]. II. Material And Method 1.1 Microorganism Strain And Cultural Medium Bacillus subtilis natto was selected from bacteria collection of Ho Chi Minh University of Technology. Bacillus subtilis natto was cultured in the nutrition broth (NB) and nutrition agar (NA), the pH 7.5, the temperature at 370 C, the agitation of 200 rpm. Medium for fermentation broth composed of Glucose 5.6 (g/l), Peptone 13 (g/l), MgSO4.7H2O 0.875 (g/l), NaCl 2.5 (g/l), CaCl2 0.025 (g/l) [9].
  • 2. Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex.. www.ijpsi.org 26 | P a g e Six factors effecting on efficiency of immobilization: concentration of alginate (1.5-3.5%), concentration of chitosan (0.2-0.6%), pH of chitosan (5-6); concentration of CaCl2 (1-3%), initial supplement cells density (10 - 100 million colony forming units per milliliter); shaking time when supplementing chitosan (20-30 minutes) 1.2 Methods 2.2.1 Optimization process of Bacillus subtilis natto - Screening the factors effecting on the efficiency immobilization of cell. Six variables were examined in the Plackett Burman matrix with different 12 runs. We determined the performance of immobilization for each validation formula and analyzed the factors having great impacts on efficiency of immobilization cells. The main effecting factors had p value < 0.05. The chosen factors were designed to determine the relationship between those and the response. - Optimizing parameter for cells immobilization process With the selected factors from the screening experiments, we carried out the initial experiment with original values (-1,+1). Based on “Lack of fit” test, we determine the relationship between the chosen factors and response. After analyzing the initial experiments, we determined whether the factors having great impacts on the high regression equation are suitable or not. If the regression is linear function, we design the steepest experiments to identify the suitable range of factors. Based on that, we conducted the experiments for response surface methodology having the central composite designs and determined function of the poly - nominal regression accurately to describe relationship between the efficiency of immobilization and each factors. The optimized results of response surface methodology were calculated by software simulation to determine the highest immobilization efficiency and immobilization conditions. Analyzing data and identifying the regression were carried out by Minitab 16. 2.2.2 Using immobilization of cells for fermentation nattokinase We performed immobilization of cells with optimal parameters found from optimizing experiment then conducted fermenting enzyme nattokinase. Immobilized cells were fermentation with: broth being medium for fermentation, temperature at 370 C, agitation at 200 rpm. The survey conducted on process of enzyme nattokinase biosynthesis was based on time of fermentation by immobilization of cells. Survey process started at 8th hour of fermentation and on every 4 hours, sample was taken to determine enzyme nattokinase activity. Fermentation was stopped at 28th hour. Survey reused immobilized cells by stopping fermentation at 24th hour, collecting broth for determine nattokinase activity and transferring immobilized cells to fresh broth medium. 2.2.3 Analyzing nattokinase activity Nattokinase activity was determined by ability to hydrolyze fibrin fiber. Bacillus subtilis natto fermentation was stopped after 20 hours and broth was centrifuged at 13000 rpm for 20 minutes and obtained the supernatant to determine nattokinase activity. Tris-HCl (50mM, pH 7.5) of 1.3 mL and 0.4 mL 0f 0.72% (w/v) fibrinogen solution were taken in vials and kept in water bath (370 C) for 5 minutes. Then 0.1 mL thrombin (20U/mL) was added and kept in water bath (370 C) for 10 minutes. To this clot, 0.1 mL of enzyme was added. After incubation (370 C, 60 minutes), 2 mL of 0.2 M trichloroacetic acid (TCA) was added. Vials were kept 20 minutes and centrifuged at 3000 x g for 5 minutes. One unit enzyme activity is defined as the amount of enzyme required to produce an increase in absorbance equal to 0.01 in 60 minutes at 280 nm [10]. III. Result And Discussion 1.3 Screening main effective factors of the cell immobilization efficiency The cell immobilization efficiency and the effective values obtained from Plackett Burman matrix by experiments were illustrated in Table1. Two factors notably influenced in cell immobilization efficiency (p<0.05) were alginate concentration and cell density. The alginate concentration factor and the added cells density had effect value (39.9, p = 0.01) and (45.56, 0.01) respectively. The remaining factors had not effect significantly in designed experiments. Table 1: The factor in Plackett Burman matrix and its effect to immobilization cells Name of factors Symbols of factor Values of factors Main effect P values Low (-1) High (+1) Alginate concentration (%) X1 1.5 3.5 39.9 0.01 Chitosan concentration (%) X2 0.2 0.6 0.1 0.767 pH chitosan X3 5 6 0.09 0.774 CaCl2 concentration (%) X4 1 3 5.61 0.064 The added cells density (million X5 10 100 45.56 0.01
  • 3. Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex.. www.ijpsi.org 27 | P a g e colonies/ml) Shaking time X6 20 40 5.75 0.062 R-sq = 95.10% 1.4 The optimal values of parameters in immobilizing cell process for highest efficiency of immobilization We determined the relationship between cell immobilization efficiency and two main effective factors through 9 initial experiments. Through initial experiments, we found that alginate concentration has greatest impact on immobilization efficiency than added cell. Through the levels of two variable and their effect on immobilization efficiency (Table 2) we have some following remarks: Specifically, alginate concentration had main effect 165.2 and P value 0.00 then added cell had main effect 31.65 and P value 0.002. The analyzing data demonstrated R- sq = 98.63% and Lack of fit test having p-value of 0.05, this meant that the immobilization efficiency and two main effective factors were not in the linear relationship. Table 2: The affecting level of two factors Name of factor Symbol Value of factor Main effect P valueLow (-1) Central (0) High (+1) Alginate concentration (%) X1 1.5 2.5 3.5 165.02 0.000 Cell added (million colonies/ml X5 10 55 100 31.65 0.002 We identified the function of the poly-nominal regression accurately. The experiment for response surface methodology having the central composite designs (RMS-CCD) with the main effective factors (-α, -1, 0. +1 +α) were conducted through 13 experiments, including 5 central experiments, 4 corner experiments and 4 axial experiments. The highest cell immobilization efficiency was the 4th run (X1=0, X5= -α) of all experiments, which reached 90.73%. The lowest cell immobilization efficiency was the 3rd run (X1= -1, X5= 1) which reached 30.23%, the efficiency of immobilization. The experiments were illustrated in Table 3. Table 3: The efficiency of immobilization Bacillus subtilis natto by alginate – chitosan complex in central composite designs. Run Code value Un code value Efficiency Y (%)X1 X5 X1 (%) X5 (million colony/ ml) 1 0 0 2.5 55 75.67 2 -1 -1 1,5 10 39.76 3 -1 1 1.5 100 30.23 4 0 -1.41 2.5 5.858 90.73 5 0 0 2,5 55 74,01 6 -1.41 0 1.085 55 32,41 7 1.41 0 3.914 55 45.56 8 0 0 2.5 55 76.58 9 1 1 3.5 100 59.32 10 1 -1 3.5 10 80.27 11 0 0 2.5 55 75.85 12 0 +1.41 2.5 104.142 42.71 13 0 0 2.5 55 76.36 R-sq – 90.15% In this case, we determined the relationship between the main effective factors and response. The poly-nominal regression equation was determined below. Y (%) = -67.86 + 106.86*X1 + 1.35*X5 – 18.47*X1 2 - 2.27*X5 2 – 6.34*X1*X5 In above equation, Y (%) is symbol for cell immobilization efficiency, X1 (%) is symbol for alginate concentration, X5 (million colonies per milliliter) is symbol for added cell density.
  • 4. Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex.. www.ijpsi.org 28 | P a g e Figure 1: The equation contours show the relationship between Y (%) and X1, X5 When added cells density was above central value, immobilization efficiency was reduced. This shows that, added cells density being higher than central value will lead to competitive nutrients of cells in the gel bead. Besides, the increasing by-product in the fermentation medium leads to inhibition of cell grows. Therefore, cells enter death phase and the cells density in the gel bead decreases. When alginate concentration increased above the central value, the immobilization efficiency also increased. However, when alginate concentration reached value +1, despite the increasing in alginate of concentration the immobilization efficiency was not increased. The reason is that when alginate concentration increases, the viscosity increases too, so the ability of diffusing cells into alginate suspensions is limited. On the other hand, when alginate concentration decreases below the central value, the immobilization efficiency also decreases because low alginate concentration lead to the large size pore gel, cells in gel bead are easily released to fermentation medium. The maximum efficiency of immobilization Bacillus subtilis natto on alginate – chitosan complex was 90.73% when alginate concentration is 2.5% and added cell density is 8.58 million colonies per milliliter, the others factors remaining at central level. 1.5 Using immobilization Bacillus subtilis natto for fermentation of nattokinase 1.5.1 Investigating biosynthesis process of nattokinase enzyme based on time of fermentation. Survey time period started at 8th hour and stopped at 28th hour of fermentation. The nattokinase enzyme activity obtained increased as survey time increased. At the time of 8th hour after fermentation, nattokinase enzyme activity reached 31.46 FU/ml because in this stage, cells was in log phase and using nutrition for growing. The results of survey process were illustrated in the figure 2. Figure 2: The effect of fermenting time on biosynthesis of nattokinase enzyme process. After 20 hours of fermentation, nattokinase enzyme activity reached 67.21 FU/ml and increased 2.2 fold compared with at the 8th hour of fermentation. The time from 24th hour to 28th hour correspond with the time when cells in the stationary phase so nattokinase enzyme activity just slightly increased by 0.16 FU/ml. This indicated that the increase in density of cells in the fermenting medium is proportional with obtained nattokinase enzyme activity. At 28th hour of fermentation nattokinase enzyme activity reached maximum 71.96 FU/ml. However for the 4 hours prolonged time, nattokinase enzyme activity only increased 0.16 FU/ml having no economic effect. Because the purpose of fermenting nattokinase enzyme by immobilized cells is to obtain the highest enzyme activity and cell density, we chose the time to stop fermentation at the 24th hour. 1.5.2 Comparing nattokinase enzyme activity obtained from fermenting process using free cells and fermenting process using immobilized cells.
  • 5. Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex.. www.ijpsi.org 29 | P a g e From the investigating results obtained from biosynthesis of nattokinase enzyme process based on fermentation time, we conducted fermenting immobilized cells and fermenting free cells with the same conditions. The result was illustrated in figure 3. Figure 3: Comparing nattokinase enzyme activity value obtaining from fermenting free cells and fermenting immobilized cells. For the free cells experiment, the maximum nattokinase enzyme activity obtained at 20th hour of fermentation was 69.13 FU/ml. Meanwhile, the maximum nattokinase enzyme activity obtained from fermenting the immobilized cells was 71.96 FU/ml at 28th hour of fermentation. The cause of the difference is that immobilized cells take longer time to adapt with fermentation medium than free cells do. With free cell, when cells were added in to fermentation broth, they immediately and directly contacted with the substrate. As for the immobilized cells, cells were locked up behind the barrier layer of particle gel so cells used substrate after being diffused through the membrane. On the other hand, the diffusion also has the limitation because it is effected by concentration of substrate and size of the substrate. However for free cell, when increase time for fermented from 20th hour to 28th hour, the nattokinase enzyme activity obtained was not increase. While the nattokinase enzyme activity obtained by the immobilized cell was increased 4.75 FU/ml. 1.5.3 Investigating nattokinase enzyme activity in a series of immobilized cells reuse We conducted survey nattokinase enzyme activity for a number of immobilized cells reuse times. In every 24 hours, we stopped the fermentation, transferred gel beads to fresh broth and continued fermenting process with the same condition on the fresh broth. The results of investigating nattokinase enzyme activity over time of reuse were illustrated in the figure 4. Figure 4: Survey reusing the immobilized cells The nattokinase enzyme activity in the first reuse reached 73.13 FU/ml, the highest level among the reuse times and higher than the initial of immobilized cells. Particularly, the nattokinase enzyme activity obtained in the first reuse and the second reuse were higher than the initial of immobilized cells by 1.33 FU/ml and 0.61 FU/ml respectively. The cause of this difference is due to when we stopped process of fermented at the time of 24th hour, the cells in gel beads are ungrowing hormogenous. Some are growing, others might be in the process of biosynthesis of nattokinase enzyme thus nattokinase enzyme activity obtained was not in the highest level at the initial fermentation of the immobilized cells. At the time of the first reuse nattokinase enzyme activity obtained
  • 6. Optimization Of Bacillus Subtilis Natto Immobilization Process On Alginate – Chitosan Complex.. www.ijpsi.org 30 | P a g e reached the highest level because cells in the gel bead are not undergo growth stages which mainly using nutrition for the biosynthesis of nattokinase enzyme process. At the next time reuses, obtained nattokinase enzyme activity decreasing compared with the previous reuses may be due to after each reuse, a number of cells were being released in to fermentation broth. So cells density in the gel beads were decreased and obtained nattokinase enzyme activity were also decreased. However after reusing for 6 times, obtained nattokinase enzyme activity compared with the 1st time of reuse is decrease by 2.73 FU/ml, this reduction is not significant. The survey result suggests that alginate – chitosan complex had its effect in reducing cells release and increasing times of reuse. IV. Conclusion By the response surface methodology, we had investigated two factors affecting the immobilization efficiency are: alginate concentration and added cell density. The Optimized of parameters for six factors are concentration of alginate (2.5%), concentration of chitosan (0.4%), pH of chitosan (5.5), concentration of CaCl2 (2%), added cell density (approximately 8.58 colonies per milliliter) and shaking time when supplement chitosan (30 minutes). The highest of immobilization efficiency reached 90.73%. The immobilized cells were reused 6 times and obtained nattokinase enzyme activity in the 1st time of reuse and in the 6th of reuse are 73.13 ± 0.14 FU/ml and 70.40 ± 0.09 FU/ml respectively. Acknowledgment We would like to full appreciate the help of the professors/teachers in the Chemistry Faculty of Ho Chi Minh University of technology in this study. This review is funded by Vietnam National University Ho Ch iMinh City (VNU-HCM) under grant number C2016-20-31. References [1]. H. Sumi, H. Hamada, H. Tsushima, H. Mihara, and H. Muraki, “Short Communications A novel fibrinolytic enzyme ( nattokinase ) in the vegetable cheese Natto; a typical and popular soybean food in the Japanese diet Short Communications A survey of 3-dehydroretinal as a visual pigment chromophore in various species o,” vol. 43, pp. 1110–1111, 1987. [2]. “Journal of Animal Physiology and Animal Nutrition Volume 96 issue 3 2012 [doi 10.1111_j.1439-0396.2011.01173.x] H. Peng; J. Q. Wang; H. Y. Kang; S. H. Dong; P. Sun; D. P. Bu; L -- Effect of feeding Bacillus subtilis natto fer.pdf.” . [3]. Y. Peng, X. Yang, and Y. Zhang, “Microbial fibrinolytic enzymes: an overview of source, production, properties, and thrombolytic activity in vivo.,” Appl. Microbiol. Biotechnol., vol. 69, no. 2, pp. 126–32, Nov. 2005. [4]. J. C. Duarte, J. A. R. Rodrigues, P. J. S. Moran, G. P. Valença, and J. R. Nunhez, “Effect of immobilized cells in calcium alginate beads in alcoholic fermentation.,” AMB Express, vol. 3, no. 1, p. 31, Jan. 2013. [5]. A. I. Raafat, E. Araby, and S. Lotfy, “Enhancement of fibrinolytic enzyme production from Bacillus subtilis via immobilization process onto radiation synthesized starch/dimethylaminoethyl methacrylate hydrogel,” Carbohydr. Polym., vol. 87, no. 2, pp. 1369–1374, 2012. [6]. G. Klinkenberg, K. Q. Lystad, D. W. Levine, and N. Dyrset, “Cell Release from Alginate Immobilized Lactococcus lactis ssp. lactis in Chitosan and Alginate Coated Beads,” J. Dairy Sci., vol. 84, no. 5, pp. 1118–1127, May 2001. [7]. X.-H. Chen, X.-T. Wang, W.-Y. Lou, Y. Li, H. Wu, M.-H. Zong, T. J. Smith, and X.-D. Chen, “Immobilization of Acetobacter sp. CCTCC M209061 for efficient asymmetric reduction of ketones and biocatalyst recycling.,” Microb. Cell Fact., vol. 11, no. 1, p. 119, Jan. 2012. [8]. B. Aguilar-May, M. Del Pilar Sánchez-Saavedra, J. Lizardi, and D. Voltolina, “Growth of Synechococcus sp. immobilized in chitosan with different times of contact with NaOH.,” J. Appl. Phycol., vol. 19, no. 2, pp. 181–183, May 2007. [9]. N. A. Tuan and N. T. Huong, “Optimization of the fermentation medium to receive the highest biomass yield by Bacillus subtilis natto and the initial test of nattokinase yield,” IOSR J. Eng., vol. 04, no. 12, pp. 35–40, 2014. [10]. H. Sumi, S. Ikeda, and T. Ohsugi, “Increasing the Production of Nattokinase and Vitamin K2 in Natto with Dipicolinic Acid,” Open Food Sci. J., vol. 3, no. 1, pp. 10–14, Apr. 2009.