Method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes
20180155391 ยท 2018-06-07
Inventors
- Lianzhou JIANG (Harbin, CN)
- Dianyu YU (Harbin, CN)
- Lili Zhang (Harbin, CN)
- Jianjun CHENG (Harbin, CN)
- Liqi WANG (Harbin, CN)
- Guidong XIE (Harbin, CN)
- Xu Zhang (Harbin, CN)
- Xin LIU (Harbin, CN)
- Qing ZHANG (Harbin, CN)
- Zhongbin LI (Harbin, CN)
Cpc classification
C07K1/22
CHEMISTRY; METALLURGY
A23J1/148
HUMAN NECESSITIES
C12N11/14
CHEMISTRY; METALLURGY
B01J8/42
PERFORMING OPERATIONS; TRANSPORTING
International classification
B01J8/42
PERFORMING OPERATIONS; TRANSPORTING
Abstract
The present invention relates to fields of continuous directional catalysis of soybean slurry to extract protein and functional oil with nano-magnetic immobilized enzymes. The present invention discloses soybean slurry as raw material and continuous mobile phase, and nano-magnetic immobilized enzymes as stationary phase applied in three-phase magnetic fluidized bed. The present invention provides a method of enzymatic disrupting cell walls by nano-magnetic immobilized enzyme cocktail including cellulose, pectinase and alkaline protease. The method can he used to break down lipoprotein, lipopolysaccharide complex and break lipoprotein film on the surface of lipoprotein to release the lipid. The present invention also provides a method to catalyze phospholipid using nano-magnetic immobilized phospholipase to change the polarity of phospholipids and control liquid emulsification phenomenon. The enzymes disclosed in the present invention do not interfere with each other. The preparation method can be used to catalyze soybean slurry continuously using the nano-magnetic immobilized enzymes to extract protein and functional lipid simultaneously.
Claims
1. A method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes, comprising following steps: adding the nano magnetic immobilized enzymes in a five-order-three-phase magnetic fluidized bed and taking the nano magnetic immobilized enzymes as a stationary phase; taking a soybean as a mobile phase, and enabling the nano magnetic immobilized enzymes in a five-order-three-phase magnetic fluidized bed reaction system to be steady by adjusting reaction operation parameters and performing directional enzymolysis reaction with corresponding zymolyte; increasing enzymolysis effect by adjusting a sequence and reaction conditions based on different enzymolysis properties of the nano magnetic immobilized enzymes; obtaining a soy protein and functional oils with rich DAG and realizing extraction of proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes; wherein the five-order-three-phase fluidized bed reaction system comprises a three-phase (gas-liquid-solid) magnetic fluidized bed, a soybean material tank, a pH regulating tank, and a power plant; wherein the nano magnetic immobilized enzymes comprises nano magnetic immobilized cellulase, nano magnetic immobilized pectinase, nano magnetic immobilized protease, nano magnetic immobilized phospholipase C and nano magnetic immobilized phospholipase A1.
2. The method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes according to claim 1, wherein the method comprises following specific steps: heating the soybean slurry 50 C., adding buffer and adjusting pH to 4.5; transferring the soybean slurry to a first tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized magnetic cellulose dosage of 0.12 g/kg; reacting for 4.0 h for enzymolysis of cellulose in the soybean liquid and discharging the soybean liquid from the first tank; mixing the discharged soybean liquid with the buffer, adjusting pH value to 3.5, transferring to a mixer for mixing, heating to 55 C. and transferring to a second tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized pectinase dosage of 0.10 g/kg, reacting for 4.0 h for enzymolysis of pectinase in the soybean liquid and discharging the soybean liquid from the second tank; transferring soybean slurry to the third tank with adding nano-immobilized alkaline protease at the dosage of 0.10 g/kg, adjusting pH to 9.5, temperature of 55 C., and reaction duration of 4.0 h; transferring soybean slurry to the fourth tank with adding nano-immobilized phospholipase C at the dosage of 0.80 g/kg, adjusting pH to 7.0, temperature of 60 C., and reaction duration of 4.5 h to generate DAG from PC and PE; transferring soybean slurry to the fifth tank with adding nano-immobilized phospholipase A1 at the dosage of 0.40 g/kg, adjusting pH to 6.5, temperature of 60 C., and reaction duration of 3.4 h to generate DAG from PC and PE; centrifuging to obtain lipid, skim and residue, with the protein yield of 94% (by mass of skim), the lipid yield of 96% (by mass of skim) and the content of DAG in lipid was 1.5%.
3. The method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes according to claim 1, wherein the method comprises following specific steps: heating the soybean liquid to 50 C. adding buffer and adjusting pH to 4.5; transferring the soybean slurry to the first tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized magnetic cellulose dosage of 0.12 g/kg; reacting for 4.0 h. for enzymolysis of cellulose in the soybean liquid and discharging the soybean liquid from the first tank; mixing the discharged soybean slurry with the buffer, adjusting pH value to 3.5, to a mixer for mixing, heating to 55 C. and transferring to a second tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized pectinase dosage of 0.10 g/kg reacting for 4.0 h for enzymolysis of pectinase in the soybean liquid and discharging the soybean liquid from the second tank; transferring soybean slurry to the third tank with adding nano-immobilized phospholipase C at the dosage of 0.90 g/kg, adjusting pH to 7.0, temperature of 60 C. and reaction duration of 4.5 h to generate DAG from PC and PE; transferring soybean slurry to the fourth tank with adding nano-immobilized phospholipase A1 at the dosage of 0.50 g/kg, adjusting pH to 6.5, temperature of 60 C., and reaction duration of 3.4 h to generate DAG from PC and PE; transferring soybean slurry to the fifth tank with adding nano-immobilized alkaline protease at the dosage of 0.12 g/kg, adjusting pH to 9.5, temperature of 55 C., and reaction duration of 4.0 h; centrifuging to obtain lipid, skim and residue, with the protein yield of 90% (by mass of skim), the lipid yield of 93% (by mass of skim) and the content of DAG in lipid was 1.2%.
4. The method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes according to claim 1, wherein the method comprises following specific steps: heating the soybean slurry 50 C., adding buffer and adjusting pH to 4.5; transferring the soybean liquid to the first tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized magnetic cellulose dosage of 0.12 g/kg; reacting for 4.0 h for enzymolysis of cellulose in the soybean liquid and discharging the soybean liquid from the first tank; mixing the discharged soybean slurry with the buffer, adjusting pH value to 3.5, transferring to a mixer for mixing, heating to 55 C. and transferring to a second tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized pectinase at the dosage of 0.10 g/kg, reacting for 4.0 h for enzymolysis of pectinase in the soybean liquid and discharging the soybean liquid from the second tank; transferring soybean slurry to the third tank with adding nano-immobilized alkaline protease at the dosage of 0.12 g/kg, adjusting pH to 9.5, temperature of 55 C., and reaction duration of 4.0 h; transferring soybean slurry to the fourth tank with adding nano-immobilized phospholipase A1 at the dosage of 0.30 g/kg, adjusting pH to 6.5, temperature of 60 C., and reaction duration of 3.4 h to generate DAG from PC and PE; transferring soybean slurry to the fifth tank with adding nano-immobilized phospholipase C at the dosage of 0.90 g/kg, adjusting pH to 7.0, temperature of 60 C., and reaction duration of 4.5 h to generate DAG from PC and PE; centrifuging to obtain lipid, skim and residue, with the protein yield of 91% (by mass of skim), the lipid yield of 94% (by mass of skim) and the content of DAG in lipid was 1.1%.
5. The method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes according to claim 1, wherein the method comprises following specific steps: heating the soybean slurry 50 C., adding buffer and adjusting pH to 4.5; transferring soybean slurry to the first tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized magnetic cellulose dosage of 0.12 g/kg; reacting for 4.0 h for enzymolysis of cellulose in the soybean liquid and discharging the soybean liquid from the first tank; mixing the discharged soybean slurry with the buffer adjusting pH value to 3.5, transferring to a mixer for mixing, heating to 55 C. and transferring to a second tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized pectinase at the dosage of 0.10 g/kg, reacting for 4.0 h for enzymolysis of pectinase in the soybean liquid and discharging the soybean liquid from the second tank; transferring soybean slurry to the third tank with adding nano-immobilized phospholipase A1 at the dosage of 0.20 g/kg, adjusting pH to 6.5, temperature of 60 C., and reaction duration of 3.4 h to generate DAG from PC and PE; transferring soybean slurry to the fourth tank with adding nano-immobilized phospholipase C at the dosage of 0.90 g/kg, adjusting pH to 7.0, temperature of 60 C., and reaction duration of 4.5 h to generate DAG from PC and PE; transferring soybean slurry to the fifth tank with adding nano-immobilized alkaline protease at the dosage of 0.90 g/kg, adjusting pH to 9.5, temperature of 55 C., and reaction duration of 4.0 h; centrifuging to obtain lipid, skim and residue, with the protein yield of 90% (by mass of skim), the lipid yield of 92% (by mass of skim) and the content of DAG in lipid was 1.3%.
6. The method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes according to claim 1, wherein the method comprises following specific steps: heating the soybean slurry 50 C., adding buffer and adjusting pH to 4.5; transferring soybean slurry to the first tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized magnetic cellulose dosage of 0.12 g/kg; reacting for 4.0 h for enzymolysis of cellulose in the soybean liquid and discharging the soybean liquid from the first tank; mixing the discharged soybean slurry with the buffer, adjusting pH value to 3.5, transferring to a mixer for mixing, heating to 55 C. and transferring soybean slurry to the second tank with adding nano-immobilized pectinase at the dosage of 9.6 mg/kg, reacting for 4.0 h for enzymolysis of pectinase in the soybean liquid and discharging the soybean liquid from the second tank; transferring soybean slurry to the third tank with adding nano-immobilized alkaline protease at the dosage of 0.10 g/kg, adjusting pH to 9.5, temperature of 55 C., and reaction duration of 4.0 h; transferring soybean slurry to the fourth tank with adding nano-immobilized phospholipase C at the dosage of 0.70 g/kg, adjusting pH to 7.0, temperature of 60 C. and reaction duration of 4.5 h to generate DAG from PC and PE; transferring the soybean slurry to the fifth tank with adding nano-immobilized phospholipase A1 at the dosage of 0.30 g/kg, adjusting pH to 6.5, temperature of 60 C., and reaction duration of 3.4 h to generate DAG from PC and PE; centrifuging to obtain lipid, skim and residue, with the protein yield of 95% (by mass of skim), the lipid yield of 97% (by mass of skim) and the content of DAG in lipid was 1.6%.
7. The method for extracting proteins and functional lipid from soybean liquid by directional continuous catalysis with nano magnetic immobilized enzymes according to claim 1, wherein the method comprises following specific steps: heating the soybean slurry 50 C., adding buffer and adjusting pH to 4.5; transferring the soybean slurry to the first tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized magnetic cellulose dosage of 0.12 g/kg; reacting for 4.0 h for enzymolysis of cellulose in the soybean liquid and discharging the soybean liquid from the first tank; mixing the discharged soybean slurry with the buffer, adjusting pH value to 3.5, transferring to a mixer for mixing, heating to 55 C. and transferring to a second tank of the five-order-three-phase fluidized bed reaction system with nano-immobilized pectinase at the dosage of 0.10 g/kg, reacting for 4.0 h for enzymolysis of pectinase in the soybean liquid and discharging the soybean liquid from the second tank; transferring soybean slurry to the third tank with adding nano-immobilized alkaline protease at the dosage of 0.10 g/kg, adjusting pH to 9.5, temperature of 55 C., and reaction duration of 4.0 h; transferring soybean slurry to the fourth tank with adding nano-immobilized phospholipase A1 at the dosage of 0.20 g/kg, adjusting pH to 6.5, temperature of 60 C., and reaction duration of 3.4 h to generate DAG from PC and PE; transferring soybean slurry to the fifth tank with adding nano-immobilized phospholipase C at the dosage of 0.80 g/kg, adjusting pH to 7.0, temperature of 60 C., and reaction duration of 4.5 h to generate DAG from PC and PE; centrifuging to obtain lipid, skim and residue, with the protein yield of 94% (by mass of skim), the lipid yield of 95% (by mass of skim) and the content of DAG in lipid was 1.5%.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0006]
[0007]
[0008]
[0009]
[0010] Nano-magnetic immobilized enzyme particles in the three-phase magnetic fluidized bed fluidization process:
[0011] The soybean slurry is sent to a five-order-three-phase magnetic fluidized bed reaction system for self-circulation, and the DC power source is turned on, the nano-magnetic immobilized cellulase, the nano magnetic immobilized pectinase, the nano-magnetic immobilized alkaline protease, Nano-magnetic immobilized phospholipase C and nano-magnetic immobilized phospholipase A1 particles from the magnetic fluidized bed were added to the appropriate level of the port three-phase magnetic fluidized bed, open the air compressor outlet valve, open the hot water circulation system, to ensure that the reaction temperature of the system, by adjusting the operating parameters, so that nano-magnetite particles in the five three-phase magnetic fluidized bed reaction system to achieve fluidization. Before the enzyme solution flows into each bed of the fluidized bed, the optimal pH value of each magnetite reaction is adjusted.
DETAILED DESCRIPTION OF THE INVENTION
Embodiment 1
[0012] The present embodiment is to develop a method for nano-magnetic immobilized enzymes to continuously and directionally catalyze soybean slurry for the extraction of protein and functional lipid, which are disclosed in the present invention. Firstly, the soybean slurry was heated to 50 C. followed by adjusting pH to 4.5 using a buffer, and then the mixture was transferred in the first order of three-phase fluidized bed reactor. The reaction of the first order is: nano-immobilized magnetic cellulose dosage of 0.12 g/kg, the reaction duration of 4.0 h. Secondly, the soybean slurry was transferred in the second order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 3.5, temperature of 55 C., immobilized pectinase dosage of 0.10 g/kg, and reaction duration of 4.0 h to hydrolysis pectin. Thirdly, the soybean slurry was transferred in the third order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 9.5, temperature of 55 C. The reaction of the third order is: nano-immobilized magnetic alkaline protease dosage of 0.10 g/kg, the reaction duration of 4.0 h. Fourthly, the above soybean slurry was heated to 60 C. followed by adjusting pH to 7.0 using a buffer, and then the mixture was transferred in the fourth order of three-phase fluidized bed reactor to generate DAG from PC and PE. The reaction of the fourth order is: nano-immobilized magnetic phospholipase C dosage of 0.80 g/kg, the reaction duration of 4.5 h. Fifthly, the soybean slurry was transferred in the fifth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 6.5, temperature of 60 C., immobilized phospholipase A1 dosage of 0.40 g/kg, and reaction duration of 3.4 h. After completion of all other reaction steps, the mixture from the fifth order of three-phase fluidized bed reactor was centrifugated to obtain lipid, skim and residues. In the total skim, the protein yield was 94%, the lipid yield was 96% and the content of DAG in lipid was 1.5%. Other factors are optimized using the central combination design experimental methods, and the design and results are shown in Table 1. As seen from Table 1, with increasing the reaction temperature, the lipid and protein yield are decreased, indicating that the temperature has detrimental effect on the activity of the nano-magnetic immobilized enzyme, with lowered enzymatic efficiency and thereby decreasing the content of DAG in lipid. With increasing pH, the yield of functional lipid and protein decreased, with reduced content of DAG. With extending the reaction duration, the yield of lipid is stayed at a similar level with no significant changes in the content of DAG. Therefore, the best optimization configuration is shown in Group 5.
Embodiment 2
[0013] The present embodiment is to develop a method for nano-magnetic immobilized enzymes to continuously and directionally catalyze soybean slurry for the extraction of protein and functional lipid, which are disclosed in the present invention. Firstly, the soybean slurry was heated to 50 C. followed by adjusting pH to 4.5 using a buffer, and then the mixture was transferred in the first order of three-phase fluidized bed reactor. The reaction of the first order is: nano-immobilized magnetic cellulose dosage of 0.12 g/kg, the reaction duration of 4.0 h. Secondly, the soybean slurry was transferred in the second order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 3.5, temperature of 55 C., immobilized pectinase dosage of 0.10 g/kg, and reaction duration of 4.0 h to hydrolysis pectin. Thirdly, the above soybean slurry was heated to 60 C. followed by adjusting pH to 7.0 using a buffer, and then the mixture was transferred in the third order of three-phase fluidized bed reactor to generate DAG from PC and PE. The reaction of the third order is: nano-immobilized magnetic phospholipase C dosage of 0.90 g/kg, the reaction duration of 4.5 h. Fourthly, the soybean slurry was transferred in the fourth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 6.5, temperature of 60 C., immobilized phospholipase A1 dosage of 0.50 g/kg, and reaction duration of 3.4 h. Fifthly, the soybean slurry was transferred in the fifth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 9.5, temperature of 55 C. The reaction of the fifth order is: nano-immobilized magnetic alkaline protease dosage of 0.12 g/kg, the reaction duration of 4.0 h. After completion of all other reaction steps, the mixture from the fifth order of three-phase fluidized bed reactor was centrifugated to obtain lipid, skim and residues. In the total skim, the protein yield was 90%, the lipid yield was 93% and the content of DAG in lipid was 1.2%. Other factors are optimized using the central combination design experimental methods, and the design and results are shown in Table 2. As seen from Table 2, with increasing the reaction temperature, the lipid and protein yield are decreased, indicating that the temperature has detrimental effect on the activity of the nano-magnetic immobilized enzyme, with lowered enzymatic efficiency and thereby decreasing the content of DAG in lipid. With increasing pH, the yield of functional lipid and protein decreased, with reduced content of DAG. With extending the reaction duration, the yield of lipid is stayed at a similar level with no significant changes in the content of DAG. Therefore, the best optimization configuration is shown in Group 5.
Embodiment 3
[0014] The present embodiment is to develop a method for nano-magnetic immobilized enzymes to continuously and directionally catalyze soybean slurry for the extraction of protein and functional lipid, which are disclosed in the present invention. Firstly, the soybean slurry was heated to 50 C. followed by adjusting pH to 4.5 using a buffer, and then the mixture was transferred in the first order of three-phase fluidized bed reactor. The reaction of the first order is: nano-immobilized magnetic cellulose dosage of 0.12 g/kg, the reaction duration of 4.0 h. Secondly, the soybean slurry was transferred in the second order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 3.5, temperature of 55 C., immobilized pectinase dosage of 0.10 g/kg, and reaction duration of 4.0 h to hydrolysis pectin. Thirdly, the soybean slurry was transferred in the third order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 9.5, temperature of 55 C. The reaction of the third order is: nano-immobilized magnetic alkaline protease dosage of 0.12 g/kg, the reaction duration of 4.0 h. Fourthly, the soybean slurry was transferred in the fourth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 6.5, temperature of 60 C., immobilized phospholipase A1 dosage of 0.30 g/kg, and reaction duration of 3.4 h. Fifthly, the above soybean slurry was heated to 60 C. followed by adjusting pH to 7.0 using a buffer, and then the mixture was transferred in the fifth order of three-phase fluidized bed reactor to generate DAG from PC and PE. The reaction of the fifth order is: nano-immobilized magnetic phospholipase C dosage of 0.90 g/kg, the reaction duration of 4.5 h. After completion of all other reaction steps, the mixture from the fifth order of three-phase fluidized bed reactor was centrifugated to obtain lipid, skim and residues. In the total skim, the protein yield was 91%, the lipid yield was 94% and the content of DAG in lipid was 1.1%. Other factors are optimized using the central combination design experimental methods, and the design and results are shown in Table 3. As seen from Table 3, with increasing the reaction temperature, the lipid and protein yield are decreased, indicating that the temperature has detrimental effect on the activity of the nano-magnetic immobilized enzyme, with lowered enzymatic efficiency and thereby decreasing the content of DAG in lipid. With increasing pH, the yield of functional lipid and protein decreased, with reduced content of DAG. With extending the reaction duration, the yield of lipid is stayed at a similar level with no significant changes in the content of DAG. Therefore, the best optimization configuration is shown in Group 5.
Embodiment 4
[0015] The present embodiment is to develop a method for nano-magnetic immobilized enzymes to continuously and directionally catalyze soybean slurry for the extraction of protein and functional lipid, which are disclosed in the present invention. Firstly, the soybean slurry was heated to 50 C. followed by adjusting pH to 4.5 using a buffer, and then the mixture was transferred in the first order of three-phase fluidized bed reactor. The reaction of the first order is: nano-immobilized magnetic cellulose dosage of 0.12 g/kg, the reaction duration of 4.0 h. Secondly, the soybean slurry was transferred in the second order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 3.5, temperature of 55 C., immobilized pectinase dosage of 0.10 g/kg, and reaction duration of 4.0 h to hydrolysis pectin. Thirdly, the soybean slurry was transferred in the third order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 6.5, temperature of 60 C., immobilized phospholipase A1 dosage of 0.20 g/kg, and reaction duration of 3.4 h. Fourthly, the above soybean slurry was heated to 60 C. followed by adjusting pH to 7.0 using a buffer, and then the mixture was transferred in the fourth order of three-phase fluidized bed reactor to generate DAG from PC and PE. The reaction of the fourth order is: nano-immobilized magnetic phospholipase C dosage of 0.90 g/kg, the reaction duration of 4.5 h. Fifthly, the soybean slurry was transferred in the fifth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 9.5, temperature of 55 C. The reaction of the fifth order is: nano-immobilized magnetic alkaline protease dosage of 0.90 g/kg, the reaction duration of 4.0 h. After completion of all other reaction steps, the mixture from the fifth order of three-phase fluidized bed reactor was centrifugated to obtain lipid, skim and residues. In the total skim, the protein yield was 90%, the lipid yield was 92% and the content of DAG in lipid was 1.3%. Other factors are optimized using the central combination design experimental methods, and the design and results are shown in Table 4. As seen from Table 4, with increasing the reaction temperature, the lipid and protein yield are decreased, indicating that the temperature has detrimental effect on the activity of the nano-magnetic immobilized enzyme, with lowered enzymatic efficiency and thereby decreasing the content of DAG in lipid. With increasing pH, the yield of functional lipid and protein decreased, with reduced content of DAG. With extending the reaction duration, the yield of lipid is stayed at a similar level with no significant changes in the content of DAG. Therefore, the best optimization configuration is shown in Group 5.
Embodiment 5
[0016] The present embodiment is to develop a method for nano-magnetic immobilized enzymes to continuously and directionally catalyze soybean slurry for the extraction of protein and functional lipid, which are disclosed in the present invention. Firstly, the soybean slurry was heated to 50 C. followed by adjusting pH to 4.5 using a buffer, and then the mixture was transferred in the first order of three-phase fluidized bed reactor. The reaction of the first order is: nano-immobilized magnetic cellulose dosage of 0.12 g/kg, the reaction duration of 4.0 h. Secondly, the soybean slurry was transferred in the second order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 3.5, temperature of 55 C., immobilized pectinase dosage of 9.6 mg/kg, and. reaction duration of 4.0 h to hydrolysis pectin. Thirdly, the soybean slurry was transferred in the third order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 9.5, temperature of 55 C. The reaction of the third order is: nano-immobilized magnetic alkaline protease dosage of 0.10 g/kg, the reaction duration of 4.0 h. Fourthly, the above soybean slurry was heated to 60 C. followed by adjusting pH to 7.0 using a buffer, and then the mixture was transferred in the fourth order of three-phase fluidized bed reactor to generate DAG from PC and PE. The reaction of the fourth order is: nano-immobilized magnetic phospholipase C dosage of 0.70 g/kg, the reaction duration of 4.5 h. Fifthly, the soybean slurry was transferred in the fifth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 6.5, temperature of 60 C., immobilized phospholipase A1 dosage of 0.30 g/kg, and reaction duration of 3.4 h. After completion of all other reaction steps, the mixture from the fifth order of three-phase fluidized bed reactor was centrifugated to obtain lipid, skim and residues. In the total skim, the protein yield was 95%, the lipid yield was 97% and the content of DAG in lipid was 1.6%. Other factors are optimized using the central combination design experimental methods, and the design and results are shown in Table 5. As seen from Table 5, with increasing the reaction temperature, the lipid and protein yield are decreased, indicating that the temperature has detrimental effect on the activity of the nano-magnetic immobilized enzyme, with lowered enzymatic efficiency and thereby decreasing the content of DAG in lipid. With increasing pH, the yield of functional lipid and protein decreased, with reduced content of DAG. With extending the reaction duration, the yield of lipid is stayed at a similar level with no significant changes in the content of DAG. Therefore, the best optimization configuration is shown in Group 5.
Embodiment 6
[0017] The present embodiment is to develop a method for nano-magnetic immobilized enzymes to continuously and directionally catalyze soybean slurry for the extraction of protein and functional lipid, which are disclosed in the present invention. Firstly, the soybean slurry was heated to 50 C. followed by adjusting pH to 4.5 using a buffer, and then the mixture was transferred in the first order of three-phase fluidized bed reactor. The reaction of the first order is: nano-immobilized magnetic cellulose dosage of 0.12 g/kg, the reaction duration of 4.0 h. Secondly, the soybean slurry was transferred in the second order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 3.5, temperature of 55 C., immobilized pectinase dosage of 0.10 g/kg, and reaction duration of 4.0 h to hydrolysis pectin. Thirdly, the soybean slurry was transferred in the third order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 9.5, temperature of 55 C. The reaction of the third order is: nano-immobilized magnetic alkaline protease dosage of 0.10 g/kg, the reaction duration of 4.0 h. Fourthly, the soybean slurry was transferred in the fourth order of three-phase magnetic fluidized bed reactor to continue the reaction. The mixture was adjusted pH to 6,5, temperature of 60 C., immobilized phospholipase A1 dosage of 0.20 g/kg, and reaction duration of 3.4 h. Fifthly, the above soybean slurry was heated to 60 C. followed by adjusting pH to 7.0 using a buffer, and then the mixture was transferred in the fifth order of three-phase fluidized bed reactor to generate DAG from PC and PE. The reaction of the fifth order is: nano-immobilized magnetic phospholipase C dosage of 0.80 g/kg, the reaction duration of 4.5 h. After completion of all other reaction steps, the mixture from the fifth order of three-phase fluidized bed reactor was centrifugated to obtain lipid, skim and residues. In the total skim, the protein yield was 94%, the lipid yield was 95% and the content of DAG in lipid was 1.5%. Other factors are optimized using the central combination design experimental methods, and the design and results are shown in Table 6. As seen from Table 6, with increasing the reaction temperature, the lipid and protein yield are decreased, indicating that the temperature has detrimental effect on the activity of the nano-magnetic immobilized enzyme, with lowered enzymatic efficiency and thereby decreasing the content of DAG in lipid. With increasing pH, the yield of functional lipid and protein decreased, with reduced content of DAG. With extending the reaction duration, the yield of lipid is stayed at a similar level with no significant changes in the content of DAG. Therefore, the best optimization configuration is shown in Group 5.
TABLE-US-00001 TABLE 1 nano-magnetic nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized immobilized cellulase pectinase phospholipase C phospholipase A1 alkaline protease the content temper- Enzyme temper- Enzyme Enzyme Enzyme Enzyme the the of DAG in ature amount time ature amount time Temperature amount time temperature amount time temperature amount time lipidyield proteinyield lipid ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) (%) (%) (%) 1 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 96 94 1.5 2 40 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 50 7.0 0.80 4.5 60 6.5 0.40 3.4 93 92 1.4 3 60 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 70 7.0 0.80 4.5 60 6.5 0.40 3.4 92 91 1.4 4 50 3.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.3 5 50 5.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 91 1.3 6 50 4.5 0.08 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 91 1.4 7 50 4.5 0.14 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.3 8 50 4.5 0.12 3.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.4 9 50 4.5 0.12 5.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 91 1.3 10 50 4.5 0.12 4.0 45 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 92 1.4 11 50 4.5 0.12 4.0 65 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 91 1.4 12 50 4.5 0.12 4.0 55 2.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 92 1.4 13 50 4.5 0.12 4.0 55 4.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.3 14 50 4.5 0.12 4.0 55 3.5 0.08 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 92 1.3 15 50 4.5 0.12 4.0 55 3.5 0.12 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 91 1.4 16 50 4.5 0.12 4.0 55 3.5 0.10 3.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 91 1.3 17 50 4.5 0.12 4.0 55 3.5 0.10 5.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 92 1.4 18 50 4.5 0.12 4.0 55 3.5 0.10 4.0 45 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 91 1.4 19 50 4.5 0.12 4.0 55 3.5 0.10 4.0 65 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 92 1.4 20 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 8.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 91 1.3 21 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 10.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.3 22 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.08 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 92 91 1.4 23 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.12 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 91 1.3 24 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 3.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 93 92 1.4 25 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 5.0 60 7.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.3 26 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 50 7.0 0.80 4.5 60 6.5 0.40 3.4 92 92 1.4 27 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 70 7.0 0.80 4.5 60 6.5 0.40 3.4 92 91 1.4 28 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.0 0.80 4.5 60 6.5 0.40 3.4 91 91 1.3 29 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 8.0 0.80 4.5 60 6.5 0.40 3.4 91 92 1.3 30 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.40 3.4 91 91 1.4 31 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.40 3.4 93 92 1.3 32 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.0 60 6.5 0.40 3.4 91 92 1.4 33 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 5.0 60 6.5 0.40 3.4 92 92 1.3 34 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 50 6.5 0.40 3.4 92 91 1.4 35 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 70 6.5 0.40 3.4 91 91 1.4 36 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.0 0.40 3.4 91 92 1.4 37 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 7.0 0.40 3.4 91 91 1.3 38 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.50 3.4 93 92 1.3 39 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.30 3.4 92 91 1.4 40 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.2 92 92 1.3 41 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.40 3.6 91 91 1.4
TABLE-US-00002 TABLE 2 nano-magnetic nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized immobilized cellulase pectinase phospholipase C phospholipase A1 alkaline protease the content temper- Enzyme temper- Enzyme Enzyme Enzyme Enzyme the the of DAG in ature amount time ature amount time Temperature amount time temperature amount time temperature amount time lipidyield proteinyield lipid ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) (%) (%) (%) 1 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 93 90 1.2 2 40 4.5 0.12 4.0 55 3.5 0.10 4.0 50 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 87 1.1 3 60 4.5 0.12 4.0 55 3.5 0.10 4.0 70 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 89 1.0 4 50 3.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 88 1.1 5 50 5.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 89 1.0 6 50 4.5 0.08 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 88 1.0 7 50 4.5 0.14 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 86 1.1 8 50 4.5 0.12 3.5 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 85 1.0 9 50 4.5 0.12 5.5 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 87 1.1 10 50 4.5 0.12 4.0 45 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 86 1.1 11 50 4.5 0.12 4.0 65 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 87 1.0 12 50 4.5 0.12 4.0 55 2.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 88 1.1 13 50 4.5 0.12 4.0 55 4.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 86 1.0 14 50 4.5 0.12 4.0 55 3.5 0.08 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 87 1.0 15 50 4.5 0.12 4.0 55 3.5 0.12 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 88 1.1 16 50 4.5 0.12 4.0 55 3.5 0.10 3.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 86 1.0 17 50 4.5 0.12 4.0 55 3.5 0.10 5.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 87 1.1 18 50 4.5 0.12 4.0 55 3.5 0.10 4.0 50 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 86 1.1 19 50 4.5 0.12 4.0 55 3.5 0.10 4.0 70 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 88 1.0 20 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 86 1.1 21 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 8.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 87 1.0 22 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 1.00 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 88 1.0 23 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.0 91 86 1.1 24 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.0 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 88 1.0 25 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 5.0 60 6.5 0.50 3.4 55 9.5 0.12 4.0 92 87 1.1 26 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 50 6.5 0.50 3.4 55 9.5 0.12 4.0 92 87 1.1 27 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 70 6.5 0.50 3.4 55 9.5 0.12 4.0 91 88 1.0 28 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.0 0.50 3.4 55 9.5 0.12 4.0 91 86 1.1 29 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 7.0 0.50 3.4 55 9.5 0.12 4.0 92 87 1.0 30 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.60 3.4 55 9.5 0.12 4.0 91 86 1.0 31 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.40 3.4 55 9.5 0.12 4.0 92 85 1.1 32 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.2 55 9.5 0.12 4.0 92 86 1.0 33 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.6 55 9.5 0.12 4.0 92 84 1.1 34 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 50 9.5 0.12 4.0 91 87 1.1 35 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 60 9.5 0.12 4.0 91 86 1.0 36 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.0 0.12 4.0 92 86 1.1 37 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 10. 0.12 4.0 91 87 1.0 38 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.14 4.0 92 86 1.0 39 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.10 4.0 91 85 1.1 40 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 3.5 92 84 1.0 41 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.90 4.5 60 6.5 0.50 3.4 55 9.5 0.12 4.5 91 85 1.1
TABLE-US-00003 TABLE 3 nano-magnetic nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized immobilized cellulase pectinase phospholipase C phospholipase A1 alkaline protease the content temper- Enzyme Tem- Enzyme Enzyme Enzyme Enzyme the the of DAG in ature amount time perature amount time Temperature amount time temperature amount time temperature amount time lipidyield proteinyield lipid ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) (%) (%) (%) 1 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 7.0 0.90 4.5 94 91 1.1 2 40 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 92 1.0 3 60 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 91 0.9 4 50 3.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 92 0.9 5 50 5.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 91 1.0 6 50 4.5 0.08 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 91 0.9 7 50 4.5 0.14 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 92 1.0 8 50 4.5 0.12 3.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 92 0.9 9 50 4.5 0.12 5.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 91 1.0 10 50 4.5 0.12 4.0 45 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 92 0.9 11 50 4.5 0.12 4.0 65 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 91 1.0 12 50 4.5 0.12 4.0 55 2.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 92 1.0 13 50 4.5 0.12 4.0 55 4.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 92 0.9 14 50 4.5 0.12 4.0 55 3.5 0.08 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 92 0.9 15 50 4.5 0.12 4.0 55 3.5 0.12 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 91 1.0 16 50 4.5 0.12 4.0 55 3.5 0.10 3.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 91 0.9 17 50 4.5 0.12 4.0 55 3.5 0.10 5.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 92 1.0 18 50 4.5 0.12 4.0 55 3.5 0.10 4.0 45 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 91 0.9 19 50 4.5 0.12 4.0 55 3.5 0.10 4.0 65 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 92 1.0 20 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 8.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 91 0.9 21 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 10.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 92 1.0 22 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.08 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 92 91 1.0 23 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.12 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 91 0.9 24 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 3.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 93 92 0.9 25 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 5.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 92 1.0 26 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 50 6.5 0.30 3.4 60 6.5 0.90 4.5 92 92 0.9 27 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 70 6.5 0.30 3.4 60 6.5 0.90 4.5 92 91 1.0 28 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.0 0.30 3.4 60 6.5 0.90 4.5 91 91 0.9 29 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.30 3.4 60 6.5 0.90 4.5 91 92 1.0 30 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 91 91 0.9 31 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.40 3.4 60 6.5 0.90 4.5 93 92 1.0 32 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.2 60 6.5 0.90 4.5 91 92 1.0 33 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.6 60 6.5 0.90 4.5 92 92 0.9 34 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 50 6.5 0.90 4.5 92 91 0.9 35 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 70 6.5 0.90 4.5 91 91 1.0 36 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.0 0.90 4.5 91 92 0.9 37 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 7.0 0.90 4.5 91 91 1.0 38 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 1.00 4.5 93 92 0.9 39 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.80 4.5 92 91 1.0 40 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 5.0 92 92 0.9 41 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.0 91 91 1.0
TABLE-US-00004 TABLE 4 nano-magnetic nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized immobilized cellulase pectinase phospholipase C phospholipase A1 alkaline protease the content temper- Enzyme temper- Enzyme Enzyme Enzyme Enzyme the the of DAG in ature amount time ature amount time temperature amount time temperature amount time temperature amount time lipidyield proteinyield lipid ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) (%) (%) (%) 1 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.90 4.5 55 9.5 0.12 4.0 92 90 1.3 2 40 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 90 87 1.2 3 60 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 91 89 1.1 4 50 3.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 90 88 1.0 5 50 5.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 9 89 1.2 6 50 4.5 0.08 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 91 88 1.1 7 50 4.5 0.14 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 86 1.2 8 50 4.5 0.12 3.5 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 85 1.0 9 50 4.5 0.12 5.5 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 91 87 1.2 10 50 4.5 0.12 4.0 45 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 86 1.1 11 50 4.5 0.12 4.0 65 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 91 87 1.1 12 50 4.5 0.12 4.0 55 2.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 88 1.2 13 50 4.5 0.12 4.0 55 4.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 86 1.1 14 50 4.5 0.12 4.0 55 3.5 0.08 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 87 1.0 15 50 4.5 0.12 4.0 55 3.5 0.12 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 91 88 1.2 16 50 4.5 0.12 4.0 55 3.5 0.10 3.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 91 86 1.1 17 50 4.5 0.12 4.0 55 3.5 0.10 5.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 87 1.2 18 50 4.5 0.12 4.0 55 3.5 0.10 4.0 50 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 90 86 1.0 19 50 4.5 0.12 4.0 55 3.5 0.10 4.0 70 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 88 1.2 20 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.0 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 90 86 1.1 21 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 7.0 0.20 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 87 1.1 22 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 88 1.2 23 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.40 3.4 60 6.5 0.90 4.5 55 9.5 0.12 4.0 90 86 1.1 24 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.2 60 6.5 0.90 4.5 55 9.5 0.12 4.0 89 88 1.0 25 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.6 60 6.5 0.90 4.5 55 9.5 0.12 4.0 90 87 1.2 26 50 4.5 0.12 4.0 55 3.5 0.10 4.0 50 6.5 0.20 3.4 50 6.5 0.90 4.5 55 9.5 0.12 4.0 90 87 1.1 27 50 4.5 0.12 4.0 55 3.5 0.10 4.0 70 6.5 0.20 3.4 70 6.5 0.90 4.5 55 9.5 0.12 4.0 89 88 1.2 28 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.0 0.90 4.5 55 9.5 0.12 4.0 89 86 1.0 29 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.90 4.5 55 9.5 0.12 4.0 90 87 1.2 30 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 1.00 4.5 55 9.5 0.12 4.0 89 86 1.1 31 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 55 9.5 0.12 4.0 90 85 1.1 32 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 5.0 55 9.5 0.12 4.0 90 86 1.2 33 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.0 55 9.5 0.12 4.0 89 84 1.1 34 50 4.5 0.12 4.0 55 3.5 0.10 4.0 50 6.5 0.20 3.4 60 6.5 0.90 4.5 50 9.5 0.12 4.0 90 87 1.0 35 50 4.5 0.12 4.0 55 3.5 0.10 4.0 70 6.5 0.20 3.4 60 6.5 0.90 4.5 60 9.5 0.12 4.0 89 86 1.2 36 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 9.0 0.12 4.0 90 86 1.1 37 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 55 10. 0.12 4.0 90 87 1.2 38 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.90 4.5 55 9.5 0.14 4.0 89 86 1.0 39 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.90 4.5 55 9.5 0.10 4.0 89 85 1.2 40 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.90 4.5 55 9.5 0.12 3.5 90 84 1.1 41 50 4.5 0.12 4.0 55 3.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.90 4.5 55 9.5 0.12 4.5 90 85 1.1
TABLE-US-00005 TABLE 5 nano-magnetic nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized immobilized cellulase pectinase phospholipase C phospholipase A1 alkaline protease the content temper- Enzyme Tem- Enzyme Enzyme Enzyme Enzyme the the of DAG in ature amount time perature amount time Temperature amount time temperature amount time temperature amount time lipidyield proteinyield lipid ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) (%) (%) (%) 1 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 97 95 1.6 2 40 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 50 7.0 0.70 4.5 60 6.5 0.30 3.4 94 93 1.4 3 60 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 70 7.0 0.70 4.5 60 6.5 0.30 3.4 95 93 1.4 4 50 3.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 92 1.5 5 50 5.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 93 1.3 6 50 4.5 0.08 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 92 94 1.4 7 50 4.5 0.14 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 92 1.5 8 50 4.5 0.12 3.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 94 93 1.4 9 50 4.5 0.12 6.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 92 92 1.3 10 50 4.5 0.12 4.0 45 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 93 1.4 11 50 4.5 0.12 4.0 65 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 92 94 1.5 12 50 4.5 0.12 4.0 55 2.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 94 1.4 13 50 4.5 0.12 4.0 55 4.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 94 93 1.3 14 50 4.5 0.12 4.0 55 3.5 0.08 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 94 93 1.3 15 50 4.5 0.12 4.0 55 3.5 0.12 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 95 92 1.4 16 50 4.5 0.12 4.0 55 3.5 0.10 3.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 93 1.3 17 50 4.5 0.12 4.0 55 3.5 0.10 5.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 94 1.5 18 50 4.5 0.12 4.0 55 3.5 0.10 4.0 45 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 92 92 1.4 19 50 4.5 0.12 4.0 55 3.5 0.10 4.0 65 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 93 1.4 20 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 8.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 94 92 1.3 21 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 10.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 92 93 1.3 22 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.08 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 94 1.4 23 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.12 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 92 94 1.5 24 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 3.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 93 93 1.4 25 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 5.0 60 7.0 0.70 4.5 60 6.5 0.30 3.4 94 93 1.5 26 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 50 7.0 0.70 4.5 60 6.5 0.30 3.4 94 92 1.4 27 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 70 7.0 0.70 4.5 60 6.5 0.30 3.4 92 93 1.4 28 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.0 0.70 4.5 60 6.5 0.30 3.4 94 94 1.3 29 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 8.0 0.70 4.5 60 6.5 0.30 3.4 95 92 1.3 30 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.80 4.5 60 6.5 0.30 3.4 93 93 1.4 31 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.60 4.5 60 6.5 0.30 3.4 93 92 1.3 32 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.0 60 6.5 0.30 3.4 92 93 1.4 33 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 5.0 60 6.5 0.30 3.4 93 94 1.3 34 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 50 6.5 0.30 3.4 94 94 1.4 35 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 70 6.5 0.30 3.4 92 93 1.5 36 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.0 0.30 3.4 93 93 1.4 37 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 7.0 0.30 3.4 92 92 1.5 38 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.40 3.4 93 93 1.4 39 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.20 3.4 92 94 1.5 40 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.2 92 92 1.4 41 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.70 4.5 60 6.5 0.30 3.6 94 93 1.4
TABLE-US-00006 TABLE 6 nano-magnetic nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized nano-magnetic immobilized immobilized cellulase pectinase phospholipase C phospholipase A1 alkaline protease the content temper- Enzyme Tem- Enzyme Enzyme Enzyme Enzyme the the of DAG in ature amount time perature amount time Temperature amount time temperature amount time temperature amount time lipidyield proteinyield lipid ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) ( C.) pH g/Kg (h) (%) (%) (%) 1 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.80 4.5 95 94 1.5 2 40 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 92 1.4 3 60 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 91 1.4 4 50 3.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 94 92 1.3 5 50 5.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 93 1.3 6 50 4.5 0.08 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 93 1.4 7 50 4.5 0.14 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 94 92 1.3 8 50 4.5 0.12 3.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 94 92 1.4 9 50 4.5 0.12 6.5 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 91 1.3 10 50 4.5 0.12 4.0 45 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 92 1.4 11 50 4.5 0.12 4.0 65 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 91 1.4 12 50 4.5 0.12 4.0 55 2.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 92 1.4 13 50 4.5 0.12 4.0 55 4.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 94 92 1.2 14 50 4.5 0.12 4.0 55 3.5 0.08 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 92 1.2 15 50 4.5 0.12 4.0 55 3.5 0.14 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 91 1.0 16 50 4.5 0.12 4.0 55 3.5 0.10 3.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 91 91 1.2 17 50 4.5 0.12 4.0 55 3.5 0.10 5.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 92 1.2 18 50 4.5 0.12 4.0 55 3.5 0.10 4.0 45 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 91 1.4 19 50 4.5 0.12 4.0 55 3.5 0.10 4.0 65 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 92 1.3 20 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 8.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 94 91 1.3 21 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 10.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 94 92 1.4 22 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.08 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 92 93 1.3 23 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.12 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 93 1.4 24 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 3.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 93 92 1.3 25 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 5.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 91 92 1.4 26 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 50 6.5 0.20 3.4 60 6.5 0.80 4.5 92 92 1.4 27 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 70 6.5 0.20 3.4 60 6.5 0.80 4.5 92 93 1.2 28 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.0 0.20 3.4 60 6.5 0.80 4.5 94 93 1.2 29 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 7.0 0.20 3.4 60 6.5 0.80 4.5 94 92 1.3 30 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.5 91 91 1.3 31 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.30 3.4 60 6.5 0.80 4.5 93 92 1.4 32 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.10 3.2 60 6.5 0.80 4.5 94 92 1.3 33 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.6 60 6.5 0.80 4.5 92 92 1.4 34 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 50 6.5 0.80 4.5 92 93 1.3 35 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 70 6.5 0.80 4.5 94 93 1.3 36 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.0 0.80 4.5 94 92 1.3 37 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 7.0 0.80 4.5 94 93 1.4 38 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.90 4.5 93 92 1.3 39 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.70 4.5 92 93 1.3 40 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 5.0 92 92 1.4 41 50 4.5 0.12 4.0 55 3.5 0.10 4.0 55 9.5 0.10 4.0 60 6.5 0.20 3.4 60 6.5 0.80 4.0 94 93 1.3