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International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017]
https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311
www.ijaems.com Page | 656
Study on Fructooligosaccharide (Fos)
Production By Enzyme Pectinex Ultra Sp-l
Immobilzed On Alginate
Binh T. Nguyen
Department of Biotechonology, VNUHCM- Bach Khoa University, Viet Nam
Abstract— Fructooligosaccharide (FOS) is a new
alternative sweetener with its characteristics such as low
energy and safety for people with diabetes. Pectinex Ultra
SP-L which has fructosyltransferase, catalyzes the
reaction to produce short chain fructooligosaccharides.
The research was conducted to enhance the high FOS
content in process of FOS production by immobilized
enzyme. Results achieved by Empirical planning Design
Expert 7.0 - central composite method (CCD) identified
at optimum conditions for process of immobilized enzyme
with alginate 3.3 (%), ratio of enzyme: alginate was 0.79
(w/w), CaCl2 3.75 (%). Efficiency of loading protein
reached 73.32 (%). Reaction conditions: 60 (oC), shaking
velocity 90 (rpm), the initial sucrose concentrations of 50
(%), pH 5.75. When produced in 20 (h), the reaction
obtained the highest level of FOS with column reaction
system. The FOS for producted by immobilized enzyme
achieved 47.87 (%), of which 1-kestose obtained 37.06
(%), the remaining was 10.81 (%) including nystose and
fructofuranosylnystose. Efficiency of producing FOS by
using immobilized enzyme compared to the free enzyme
was high up to 89.49 (%).
Keywords—Fructooligosaccharide, fructosyltransferase,
Design Expert 7.0, nystose, fructofuranosylnystose.
I. INTRODUCTION
Functional sugars is one of functional food groups which
focused on much in recent years and has the potential to
become a new type of sweetener replaced for sucrose and
traditional sugars. Among of them, Fructooligosaccharide
(FOS) is low energy sweetener with prebiotic properties.
FOS gradually displaces traditional sugars like normal
sugar (fructose syrup). FOS is widely used in functional
food, dairy, and confectionery manufacturing.
FOS offers health benefits to the consumers such as better
digestion, lower cholesterol, phospholipids, triglycerides,
anti-obesity, safe for people with diabetes, prevent
cavities ... Especially, FOS also help increases absorption
of Ca, Mg, Fe, ..., prevent anemia, iron deficiency, Mg2+
ion balance, Ca2+
in the body, protecting against
osteoporosis [1].
Currently, in Vietnam obesity and diabetes are
increasingly influential to life. Thus, studying of the
alternative sweeteners which has less energy value and
does not change the concentration of glucose in the blood
to replace traditional sweeteners is an urgent necessity.
Besides, the functional food industry is developing and
enhancing high economic value, Vietnam has great
potential for industrial production of FOS with sugarcane
as source inputs for production.
From above reasons, study on immobilized enzyme for
industrial production of FOS is essential subject today,
bringing benefits to human health and economic
resources.
II. MATERIALS AND METHODS
2.1. Materials
Albumin (Merck), Coomassie (Merck), sodium alginate
(Kanto Chemical Co., INC, Japan) Bien Hoa Sugar
sucrose concentrations > 99.8 (%).
Pectinex Ultra SP - L liquid (Novoferm14) of Novozyme
Nordisk Denmark.
2.2. Research Procedure
the introduction of the paper should explain the nature of
the problem, previous work, purpose, and the contribution
of the paper. The contents of each section may be
provided to understand easily about the paper.
Method for determining protein content by Bradford
method [2] Methods for determination of reducing sugars
by DNS [2].
Determination of fructosyl transferase activity from
immobilized and free Pectinex Ultra SP - L [3]
Fructosyl transferase activity is determined by reducing
sugar by method of DNS in which amount of reduced
sugar is evaluated.
Experiment planning: (Response Surface Methodology -
RSM) [4].
Model Level 2- Central composite method (CCD): Option
dial (Second - Oder Rotatable factorial Designs) [5]
Efficiency of immobilized enzyme (%) = (Total
immobilized enzyme activity/ Total initial activity) x 100.
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017]
https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311
www.ijaems.com Page | 657
Efficiency of loading protein (%) = (Total amount of
loading protein/Total amount of initial protein) x 100.
III. RESULTS AND DISCUSSION
Fructosyl transferase activity of Pectinex Ultra SP -L is
352.03 (IU/ml), protein is 3027.88 (g/ml), the activity of
free enzymes is 116.26 (UI/mg).
3.1. Optimization of enzyme immobilization process
on alginate carrier
Table 1: Result of the conditions of optimization of enzyme immobilization process
Sample
Alginate
(%) Enzyme/Alginate
CaCl
2
(%)
Efficiency of immobilized
enzyme (%)
Efficiency of
loading protein
(%)1 3,50 0,75 5,68 11,50 64,61
2 3,25 1,00 3,00 10,01 63,56
3 3,50 0,33 4,00 8,70 78,05
4 3,92 0,75 4,00 8,50 69,48
5 3,50 0,75 4,00 11,14 67,88
6 3,25 0,50 3,00 6,88 79,90
7 3,50 0,75 4,00 10,86 68,87
8 3,25 1,00 5,00 8,27 52,90
9 3,50 0,75 2,32 11,04 67,98
10 3,75 0,50 3,00 6,70 85,82
11 3,75 1,00 5,00 10,80 58,14
12 3,25 0,50 5,00 6,90 82,23
13 3,50 1,17 4,00 12,50 52,05
14 3,75 0,50 5,00 6,60 69,94
15 3,75 1,00 3,00 9,90 75,07
16 3,50 0,75 4,00 10,02 65,42
17 3,08 0,75 4,00 7,60 78,46
18 3,50 0,75 4,00 13,54 66,27
19 3,50 0,75 4,00 11,34 70,41
20 3,50 0,75 4,00 12,08 68,57
Fig. 1: Results of ANOVA analysis by Design-Expert 7.0
Results of ANOVA analysis, regression equation in the
natural form:
Immobilized enzyme = -280.27307 + 164.59167 *
Alginate + 2.00481 * (Enzyme / Alginate) - 0.30726 *
5.80000 * CaCl2 + (Alginate) * (Enzyme / Alginate) +
1.26000 * (Alginate) * (CaCl2) -0.38000 * (Enzyme /
Alginate) * (CaCl2) - 24.71002 * (Alginate) 2-10.28504 *
(Enzyme / Alginate) 2 -0.4854 * (CaCl2) 2
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017]
https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311
www.ijaems.com Page | 658
According to ANOVA analysis, if the rate enzyme /
alginate increase, the immobilized enzyme activity will
increase. If concentrations of alginate increase, the
immobilized enzyme activity will decrease. Besides, the
concentration of CaCl2 did not affect considerably to
activity
From the analysis of ANOVA and regression equation
above, calculation program provides the optimal plans.
We selected 5 plans from prediction equation to conduct
empirical comparisons and choose the highest optimal
plan.
Table 2: The optimal plan, prediction program and results of survey experiments
Alginate
(%)
Enzyme /
Alginate CaCl2(%)
Efficiency of
immobilized enzyme
was predicted by
software
Efficiency of
immobilized enzyme in
experiment
Efficiency of
protein experiment
3,47 0,73 4,69 11,09 9,97 74,78
3,41 0,94 3,11 11,63 9,89 59,83
3,61 0,89 3,46 11,84 9,68 80,28
3,47 0,81 3,18 11,55 10,79 76,33
3,30 0,79 3,75 10,53 11,02 73,32
Our experimental examination shows the results which plan 5 is top with the highest efficiency of immobilized enzyme in
practice.
3.2. FOS production
3.2.1. FOS production by using free enzyme
These parameters are the immobilization: 10 ml of
sucrose 50 (% w/v) (pH = 5.75), 1 (ml) free enzyme,
reaction temperature 600C.
According to the survey, the results showed the more
reaction time prolonged, themore reducing sugar content
increased, and reducing sugar content reached164.17 (mg
/ ml) in 12 (h) and then the amount of FOS began to
stabilize. The time was shorter when compared with the
results of Aziz Tanriseven, YakupAslan (2004) with a
reaction time is 24 (h).
Fig. 1: The reducing sugar content generated by time
when it was reacted with free enzyme
3.2.2. Compare the efficiency of the FOS
production between shake flask reaction system
and column reaction system
After the result of production process using free
enzyme obtained, we proceed with the immobilized
enzyme. FOS production process by immobilized
enzyme applications in two systems: shake reaction
system and column reaction system.
Fig. 2: Shows the reducing sugar content generated by
time in shake reaction and column reaction system
Results of FOS production in shake reaction system
reached equilibrium at 17 (h), whereas in column
reaction system, the amount of reducing sugars column
after 17 (h) remains elevated for up to 20 (h) to reach
equilibrium (Figure 2).
Compared to the free enzyme, capability of producing
FOS through reducing sugar in both systems are quite
high, namely: in shake reaction system at 17 (h) it was up
to 84.66 (%), and in column reaction system at 20 (h) it
reached 90.72 (%).
The ability of immobilized enzyme activity in column
reaction system was higher than shake reaction system.
3.2.3 Analytical results of FOS production by high
pressure liquid chromatography (HPLC)
Product samples of FOS produced by using free enzyme
and immobilized enzyme (reaction in the column reaction
system) were analyzed in HPLC and Quality Management
Division Nanogen Biopharmaceutical Company Ltd.
Parameters HPLC: C18 column size: 4.6 (mm) x 250
(mm), Probe RI, Inject 100 (l), 25 (°C), mp (mobile
phase): ACN: H2O, pump speed: 0.7 (ml / min)
The analytical results show that the total concentration of
FOS in product sample using enzyme free 53.49 (%),
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017]
https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311
www.ijaems.com Page | 659
including 1-kestose content is 192.621 (mg / ml)
accounted for 40.13 (%), while to 13.36 (%) is nystose
and fructofuranosylnystose (because of standard solution
was not known, the amount of content could accurately
not accurately calculate). For the FOS sample by using
immobilized enzyme, the total amount of FOS reaches
47.87 (%), including 1-kestose content is 196.04 (mg /
ml) accounted for 37.06 (%), the remaining 10, 81 (%) is
nystose and fructofuranosylnystose. Capability of
immobilized enzyme to produce FOS when compared to
the free enzyme is quite high, up to 89.49 (%).
3.3. Study the reuse ability of immobilized enzyme
According to survey results of reuse ability of
immobilized enzyme, using immobilized enzyme in
column reaction system showed that the immobilized
enzyme was reused multiple times higher than in the
shake reaction system. For the shake reaction system, at
the 4th reuse of it, the activity remained only 48.77 (%),
as compared to the column reaction system, at the 11th
reuse, its activity just reduced to 49.93 (%). The result is
equivalent to the results of Zs. C sanadi, Cs. Sisak (2006)
in which immobilized enzyme was reused 12 times
(reusable condition: temperature 55°C, pH 5.6, the
reaction time of 120 minutes).
Fig. 3: The reuse ability of immobilized enzyme
IV. CONCLUSION
Immobilized enzyme is more heat-resistant than free
enzyme, using immobilized enzyme easily applied in
modern reactive systems with its automatic ability and
controlling the process. The ability of immobilized
enzyme activity in the column reaction system is stable
and more effective than in the system reactions shake.
REFERENCES
[1] Iraj ghazi, LucíaFernández-arrojo, Aranzazu Gomez
de Segura, Miguel Alcalde, Francisco j. Plou,
Antonio Ballesteros. Beet sugar syrup and molasses
as low-cost feedstock for the enzymatic production
of fructo-oligosaccharides. J. Agric. Food chem 54,
2964-2968 (2006)
[2] Nguyen Duc Luong, Cao Cuong, Biochemistry
Experiment, HCMC National University Publishing
House (2003)
[3] Zs. Csanádi, Cs. Sisak. Immobilization of Pectinex
Ultra Sp-L pectinase and its application to
production of fructooligosaccharides.
Actaalimentaria 35(2), 205–212 (2006)
[4] Raymond H.Myers, A.Khuri and Walter H.Carter.
Response Surface Methodology. Technometrics
31(2), 1966- 1988 (1989).
[5] Nguyen Canh, Empirical planning, HCMC National
University Publishing House(2004)

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Study on Fructooligosaccharide (Fos) Production By Enzyme Pectinex Ultra Sp-l Immobilzed On Alginate

  • 1. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017] https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311 www.ijaems.com Page | 656 Study on Fructooligosaccharide (Fos) Production By Enzyme Pectinex Ultra Sp-l Immobilzed On Alginate Binh T. Nguyen Department of Biotechonology, VNUHCM- Bach Khoa University, Viet Nam Abstract— Fructooligosaccharide (FOS) is a new alternative sweetener with its characteristics such as low energy and safety for people with diabetes. Pectinex Ultra SP-L which has fructosyltransferase, catalyzes the reaction to produce short chain fructooligosaccharides. The research was conducted to enhance the high FOS content in process of FOS production by immobilized enzyme. Results achieved by Empirical planning Design Expert 7.0 - central composite method (CCD) identified at optimum conditions for process of immobilized enzyme with alginate 3.3 (%), ratio of enzyme: alginate was 0.79 (w/w), CaCl2 3.75 (%). Efficiency of loading protein reached 73.32 (%). Reaction conditions: 60 (oC), shaking velocity 90 (rpm), the initial sucrose concentrations of 50 (%), pH 5.75. When produced in 20 (h), the reaction obtained the highest level of FOS with column reaction system. The FOS for producted by immobilized enzyme achieved 47.87 (%), of which 1-kestose obtained 37.06 (%), the remaining was 10.81 (%) including nystose and fructofuranosylnystose. Efficiency of producing FOS by using immobilized enzyme compared to the free enzyme was high up to 89.49 (%). Keywords—Fructooligosaccharide, fructosyltransferase, Design Expert 7.0, nystose, fructofuranosylnystose. I. INTRODUCTION Functional sugars is one of functional food groups which focused on much in recent years and has the potential to become a new type of sweetener replaced for sucrose and traditional sugars. Among of them, Fructooligosaccharide (FOS) is low energy sweetener with prebiotic properties. FOS gradually displaces traditional sugars like normal sugar (fructose syrup). FOS is widely used in functional food, dairy, and confectionery manufacturing. FOS offers health benefits to the consumers such as better digestion, lower cholesterol, phospholipids, triglycerides, anti-obesity, safe for people with diabetes, prevent cavities ... Especially, FOS also help increases absorption of Ca, Mg, Fe, ..., prevent anemia, iron deficiency, Mg2+ ion balance, Ca2+ in the body, protecting against osteoporosis [1]. Currently, in Vietnam obesity and diabetes are increasingly influential to life. Thus, studying of the alternative sweeteners which has less energy value and does not change the concentration of glucose in the blood to replace traditional sweeteners is an urgent necessity. Besides, the functional food industry is developing and enhancing high economic value, Vietnam has great potential for industrial production of FOS with sugarcane as source inputs for production. From above reasons, study on immobilized enzyme for industrial production of FOS is essential subject today, bringing benefits to human health and economic resources. II. MATERIALS AND METHODS 2.1. Materials Albumin (Merck), Coomassie (Merck), sodium alginate (Kanto Chemical Co., INC, Japan) Bien Hoa Sugar sucrose concentrations > 99.8 (%). Pectinex Ultra SP - L liquid (Novoferm14) of Novozyme Nordisk Denmark. 2.2. Research Procedure the introduction of the paper should explain the nature of the problem, previous work, purpose, and the contribution of the paper. The contents of each section may be provided to understand easily about the paper. Method for determining protein content by Bradford method [2] Methods for determination of reducing sugars by DNS [2]. Determination of fructosyl transferase activity from immobilized and free Pectinex Ultra SP - L [3] Fructosyl transferase activity is determined by reducing sugar by method of DNS in which amount of reduced sugar is evaluated. Experiment planning: (Response Surface Methodology - RSM) [4]. Model Level 2- Central composite method (CCD): Option dial (Second - Oder Rotatable factorial Designs) [5] Efficiency of immobilized enzyme (%) = (Total immobilized enzyme activity/ Total initial activity) x 100.
  • 2. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017] https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311 www.ijaems.com Page | 657 Efficiency of loading protein (%) = (Total amount of loading protein/Total amount of initial protein) x 100. III. RESULTS AND DISCUSSION Fructosyl transferase activity of Pectinex Ultra SP -L is 352.03 (IU/ml), protein is 3027.88 (g/ml), the activity of free enzymes is 116.26 (UI/mg). 3.1. Optimization of enzyme immobilization process on alginate carrier Table 1: Result of the conditions of optimization of enzyme immobilization process Sample Alginate (%) Enzyme/Alginate CaCl 2 (%) Efficiency of immobilized enzyme (%) Efficiency of loading protein (%)1 3,50 0,75 5,68 11,50 64,61 2 3,25 1,00 3,00 10,01 63,56 3 3,50 0,33 4,00 8,70 78,05 4 3,92 0,75 4,00 8,50 69,48 5 3,50 0,75 4,00 11,14 67,88 6 3,25 0,50 3,00 6,88 79,90 7 3,50 0,75 4,00 10,86 68,87 8 3,25 1,00 5,00 8,27 52,90 9 3,50 0,75 2,32 11,04 67,98 10 3,75 0,50 3,00 6,70 85,82 11 3,75 1,00 5,00 10,80 58,14 12 3,25 0,50 5,00 6,90 82,23 13 3,50 1,17 4,00 12,50 52,05 14 3,75 0,50 5,00 6,60 69,94 15 3,75 1,00 3,00 9,90 75,07 16 3,50 0,75 4,00 10,02 65,42 17 3,08 0,75 4,00 7,60 78,46 18 3,50 0,75 4,00 13,54 66,27 19 3,50 0,75 4,00 11,34 70,41 20 3,50 0,75 4,00 12,08 68,57 Fig. 1: Results of ANOVA analysis by Design-Expert 7.0 Results of ANOVA analysis, regression equation in the natural form: Immobilized enzyme = -280.27307 + 164.59167 * Alginate + 2.00481 * (Enzyme / Alginate) - 0.30726 * 5.80000 * CaCl2 + (Alginate) * (Enzyme / Alginate) + 1.26000 * (Alginate) * (CaCl2) -0.38000 * (Enzyme / Alginate) * (CaCl2) - 24.71002 * (Alginate) 2-10.28504 * (Enzyme / Alginate) 2 -0.4854 * (CaCl2) 2
  • 3. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017] https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311 www.ijaems.com Page | 658 According to ANOVA analysis, if the rate enzyme / alginate increase, the immobilized enzyme activity will increase. If concentrations of alginate increase, the immobilized enzyme activity will decrease. Besides, the concentration of CaCl2 did not affect considerably to activity From the analysis of ANOVA and regression equation above, calculation program provides the optimal plans. We selected 5 plans from prediction equation to conduct empirical comparisons and choose the highest optimal plan. Table 2: The optimal plan, prediction program and results of survey experiments Alginate (%) Enzyme / Alginate CaCl2(%) Efficiency of immobilized enzyme was predicted by software Efficiency of immobilized enzyme in experiment Efficiency of protein experiment 3,47 0,73 4,69 11,09 9,97 74,78 3,41 0,94 3,11 11,63 9,89 59,83 3,61 0,89 3,46 11,84 9,68 80,28 3,47 0,81 3,18 11,55 10,79 76,33 3,30 0,79 3,75 10,53 11,02 73,32 Our experimental examination shows the results which plan 5 is top with the highest efficiency of immobilized enzyme in practice. 3.2. FOS production 3.2.1. FOS production by using free enzyme These parameters are the immobilization: 10 ml of sucrose 50 (% w/v) (pH = 5.75), 1 (ml) free enzyme, reaction temperature 600C. According to the survey, the results showed the more reaction time prolonged, themore reducing sugar content increased, and reducing sugar content reached164.17 (mg / ml) in 12 (h) and then the amount of FOS began to stabilize. The time was shorter when compared with the results of Aziz Tanriseven, YakupAslan (2004) with a reaction time is 24 (h). Fig. 1: The reducing sugar content generated by time when it was reacted with free enzyme 3.2.2. Compare the efficiency of the FOS production between shake flask reaction system and column reaction system After the result of production process using free enzyme obtained, we proceed with the immobilized enzyme. FOS production process by immobilized enzyme applications in two systems: shake reaction system and column reaction system. Fig. 2: Shows the reducing sugar content generated by time in shake reaction and column reaction system Results of FOS production in shake reaction system reached equilibrium at 17 (h), whereas in column reaction system, the amount of reducing sugars column after 17 (h) remains elevated for up to 20 (h) to reach equilibrium (Figure 2). Compared to the free enzyme, capability of producing FOS through reducing sugar in both systems are quite high, namely: in shake reaction system at 17 (h) it was up to 84.66 (%), and in column reaction system at 20 (h) it reached 90.72 (%). The ability of immobilized enzyme activity in column reaction system was higher than shake reaction system. 3.2.3 Analytical results of FOS production by high pressure liquid chromatography (HPLC) Product samples of FOS produced by using free enzyme and immobilized enzyme (reaction in the column reaction system) were analyzed in HPLC and Quality Management Division Nanogen Biopharmaceutical Company Ltd. Parameters HPLC: C18 column size: 4.6 (mm) x 250 (mm), Probe RI, Inject 100 (l), 25 (°C), mp (mobile phase): ACN: H2O, pump speed: 0.7 (ml / min) The analytical results show that the total concentration of FOS in product sample using enzyme free 53.49 (%),
  • 4. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-3, Issue-6, Jun- 2017] https://dx.doi.org/10.24001/ijaems.3.6.7 ISSN: 2454-1311 www.ijaems.com Page | 659 including 1-kestose content is 192.621 (mg / ml) accounted for 40.13 (%), while to 13.36 (%) is nystose and fructofuranosylnystose (because of standard solution was not known, the amount of content could accurately not accurately calculate). For the FOS sample by using immobilized enzyme, the total amount of FOS reaches 47.87 (%), including 1-kestose content is 196.04 (mg / ml) accounted for 37.06 (%), the remaining 10, 81 (%) is nystose and fructofuranosylnystose. Capability of immobilized enzyme to produce FOS when compared to the free enzyme is quite high, up to 89.49 (%). 3.3. Study the reuse ability of immobilized enzyme According to survey results of reuse ability of immobilized enzyme, using immobilized enzyme in column reaction system showed that the immobilized enzyme was reused multiple times higher than in the shake reaction system. For the shake reaction system, at the 4th reuse of it, the activity remained only 48.77 (%), as compared to the column reaction system, at the 11th reuse, its activity just reduced to 49.93 (%). The result is equivalent to the results of Zs. C sanadi, Cs. Sisak (2006) in which immobilized enzyme was reused 12 times (reusable condition: temperature 55°C, pH 5.6, the reaction time of 120 minutes). Fig. 3: The reuse ability of immobilized enzyme IV. CONCLUSION Immobilized enzyme is more heat-resistant than free enzyme, using immobilized enzyme easily applied in modern reactive systems with its automatic ability and controlling the process. The ability of immobilized enzyme activity in the column reaction system is stable and more effective than in the system reactions shake. REFERENCES [1] Iraj ghazi, LucíaFernández-arrojo, Aranzazu Gomez de Segura, Miguel Alcalde, Francisco j. Plou, Antonio Ballesteros. Beet sugar syrup and molasses as low-cost feedstock for the enzymatic production of fructo-oligosaccharides. J. Agric. Food chem 54, 2964-2968 (2006) [2] Nguyen Duc Luong, Cao Cuong, Biochemistry Experiment, HCMC National University Publishing House (2003) [3] Zs. Csanádi, Cs. Sisak. Immobilization of Pectinex Ultra Sp-L pectinase and its application to production of fructooligosaccharides. Actaalimentaria 35(2), 205–212 (2006) [4] Raymond H.Myers, A.Khuri and Walter H.Carter. Response Surface Methodology. Technometrics 31(2), 1966- 1988 (1989). [5] Nguyen Canh, Empirical planning, HCMC National University Publishing House(2004)