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Revision as of 13:26, 16 September 2015

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Entrepreneurship

Process Design

Figure 1: Process Flow Diagram (PFD)

Below is our process design. Click the boxes to dig deeper into each section.

A1: Autoclave

Before the fermentation can begin, the substrate has to be sterilized to eliminate contamination of the fermentation broth, which is necessary in spite of selection by antibiotics. For this procedure a batch sterilization has been chosen. To ensure sterility the feed is heated to 121 [°C], the pressure set at 2 [bar] and the residence time at 30 [min]. Reference: Michael L. Shuler and Fikret Kargi. Bioprocess Engineering - Basic Concepts; second edition; Pearson Education International; 2002 This was simulated in Aspen Plus using the BK10 method, only the compounds available in the database was considered. The simulation showed a volume of the autoclave of 26.6 [L] and a heat duty per batch of 48,483 [kJ/batch]. The substrate consist of Water (H2O), Glucose, Ammonium chloride (NH4Cl), Monopotassium phosphate (KH2PO4), Epsom salt (MgS·7 H2O), Calcium chloride dihydrate (CaCl2·2H2O), Ironsulphate (FeSO4), L-arganine·HCl, tracemetals and Ampicilin, the composition can be seen in the table. The amount and composition of the substrate was based on a research article, and the values were scaled linearly. Reference: L. Yee and H. W. Blanch. Recombinant Trypsin Production in High Cell Density Fed-Batch Cultures in Escherichia coli. Biotechnology and Bioengineering. 1993; 41: 781-790

Table 1: Composition and conditions for A1
S1: Feed 1 S2: Feed 1
Total mass [kg] 24.04 24.04
Temperature [°C] 21 121
Pressure [bar] 1 2
WT% H2O87.53 87.53
WT% Glucose 2.00 2.00
WT% NH4Cl0.13 0.13
WT% KH2PO41.50 1.50
WT% MgS·7 H2O0.01 0.01
WT% CaCl2·2H2O 0.01 0.01
WT% FeSO40.01 0.01
WT% L-arginine·HCI 0.80 0.80
WT% TraceMetals 8.00 8.00
WT% Ampicilin 0.01 0.01

E1: Heat exchanger

The substrate has to be cooled to 37 [°C], not only to ensure the survival of the cells in the inoculum, but also to lower the pressure to avoid a flash occurring in the fermenter. Reference: L. Yee and H. W. Blanch. Recombinant Trypsin Production in High Cell Density Fed-Batch Cultures in Escherichia coli. Biotechnology and Bioengineering. 1993; 41: 781-790 It has been chosen to grow the cells at this temperature, though growth at lower temperatures have been shown to decrease the amount of inclusion bodies formed. It has to be shown at a later point if lower temperatures and the following prolongation of cycle time, could lead to an increase in production. Reference: Jeffrey Fu, David B. Wilson and Michael L. Shuler. Continuous, High Level Production and Excretion of a Plasmid-Encoded Protein by Escherichia coli in a Two-Stage Chemostat. Biotechnology and Bioengineering, 1993; 41: 937-946 As in A1 a simulation was run in Aspen Plus, the results showed the use of cooling water to be 5,474 [L/batch], and a heat duty of 15,196,014 [kJ/batch].

Table 2: Composition and conditions for E1
S1: Feed 1 S2: Feed 1
Total mass [kg] 24.04 24.04
Temperature [°C] 21 121
Pressure [bar] 1 2
WT% H2O 87.53 87.53
WT% Glucose 2.00 2.00
WT% NH4Cl0.13 0.13
WT% KH2PO41.50 1.50
WT% MgS·7 H2O0.01 0.01
WT% CaCl2·2H2O0.01 0.01
WT% FeSO40.01 0.01
WT% L-arginine·HCI 0.80 0.80
WT% TraceMetals 8.00 8.00
WT% Ampicilin 0.01 0.01

R1.1: Batch fermentation

Fermentation is carried out under two conditions, in this first phase growth is carried out as a batch until glucose is depleted, this will take approximately 13 [h]. After which cells will be grown to high densities in a fed-batch. One hindrance for accumulation of high biomass concentrations is the formation of inhibitors as acetate. By restricting the carbon source this formation can be reduced greatly, which can be viewed in the figure. The figure describes the experimental results presented in the research paper used for estimates. The inoculum is scale linearly as in the case of the substrate, therefore the same cell concentration is kept and the time will not be affected. The fed-batch and induction will be discussed further below. Reference: L. Yee and H. W. Blanch. Recombinant Trypsin Production in High Cell Density Fed-Batch Cultures in Escherichia coli. Biotechnology and Bioengineering. 1993; 41: 781-790

Table 3: Composition and conditions for E1.1
S3: Feed 1 S4: innoculum R1: first phase
Total mass [kg] 24.04 1.72 25.76
Temperature [°C] 37 21 37
Pressure [bar] 1 1 1
WT% Dry cells 0.03 0.70
WT% H2O87.53 87.50 88.84
WT% Glucose 2.00 2.00
WT% NH4Cl0.13 0.13 0.13
WT% KH2PO41.50 1.50 1.50
WT% MgS·7 H2O0.01 0.01 0.01
WT% CaCl2·2H2O0.01 0.01 0.01
WT% FeSO40.01 0.01 0.01
WT% L-arginine·HCI 0.80 0.80 0.80
WT% TraceMetals 8.00 8.00 7.99
WT% Ampicilin 0.01 0.01 0.005

A2: Autoclave

The substrate used for the fed-batch phase of the fermentation is sterilized in A2. The same type of sterilization and conditions as in the A1 are chosen. The autoclave was simulated in Aspen Plus as well, yielding a volume of the autoclave of 16.2 [L] and a heat duty of 7.457 [kJ/batch]. The composition of the substrate can be viewed in table, it should be noted that the concentration of glucose is considerably higher than in S1. This is to avoid dilution of the cell concentration. Reference: L. Yee and H. W. Blanch. Recombinant Trypsin Production in High Cell Density Fed-Batch Cultures in Escherichia coli. Biotechnology and Bioengineering. 1993; 41: 781-790

Table 4: Composition and conditions for A2
S5: Feed 2 S6: Feed 2
Total mass [kg] 18.89 18.89
Temperature [°C] 21 121
Pressure [bar] 1 2
WT% H2O30.54 30.54
WT% Glucose 65.00 65.00
WT% NH4Cl0.50 0.50
WT% KH2PO40.17 0.17
WT% MgS·7 H2O0.75 0.75
WT% L-arginine·HCI 3.00 3.00
WT% Ampicilin 0.04 0.04

E2: Heat exchanger

The substrate of the fed-batch has to be cooled as in the case of E1, the same conditions are chosen, see table, and the exchanger was simulated in Aspen Plus. The simulation showed that 348 [L/batch] cooling water is needed, and that the heat duty is 4,016,502 [kJ/batch].

Table 5: Composition and conditions for E1
S6: Feed 2 S7: Feed 2
Total mass [kg] 18.89 18.89
Temperature [°C] 121 37
Pressure [bar] 2 1
WT% H2O30.54 30.54
WT% Glucose 65.00 65.00
WT% NH4Cl0.50 0.50
WT% KH2PO40.17 0.17
WT% MgS·7 H2O0.75 0.75
WT% L-arginine·HCI 3.00 3.00
WT% Ampicilin 0.04 0.04

R1.2: Fed-batch fermentation

As mentioned above the fed-batch facilitate high yield of dry cells, the experimental data from the research paper showed that a concentration of 75 [g dry cells/L] was reached after 27 [h], this was deemed an appropriate level to start induction. The results also showed, that substrate was fed in a rate, where glucose did not accumulate in the broth, and furthermore the levels of acetate after an initial rise was non- existent in the end of the fed-batch phase, see figure under R1.1: Batch fermentation. The composition of the fermentation broth before induction can be viewed in table. Reference: L. Yee and H. W. Blanch. Recombinant Trypsin Production in High Cell Density Fed-Batch Cultures in Escherichia coli. Biotechnology and Bioengineering. 1993; 41: 781-790

Michael L. Shuler and Fikret Kargi. Bioprocess Engineering - Basic Concepts; second edition; Pearson Education International; 2002

Table 5: Composition and conditions for R1.2
S7: Feed 2 R1: Second phase
Total mass [kg] 18.89 44.65
Temperature [°C] 37 37
Pressure [bar] 1 1
WT% Dry cells 7.50
WT% H2O30.54 84.59
WT% Glucose 65.00
WT% NH4Cl0.50 0.29
WT% KH2PO4 0.17 0.94
WT% MgS·7 H2O 0.75 0.32
WT% CaCl2·2H2O0.004
WT% FeSO40.01
WT% L-arginine·HCI 3.00 1.73
WT% TraceMetals 4.61
WT% Ampicilin 0.04 0.02

R1.3: Induction

Now the production of peptide aptamers can begin. The production is induced by Isopropyl-β-D- thiogalactoside (IPTG), which is added to a concentration of 2 [mM]. Since IPTG is a carbon source it is assumed, that it will be depleted fully. The target concentration of product will be discussed during the elution phase of the product recovery, the composition at start of induction and of the fermentation broth can be viewed in table. The induction time is 4 [h], it was shown that inducing in the late log phase let to high yields of product. Another benefit is the shortened residence time of the product, which reduces the risk of degradation by for example proteases. In the research paper the yield of product was reported to be 56 [mg/L] and the dry cell concentration was 92 [g/L]. Reference: L. Yee and H. W. Blanch. Recombinant Trypsin Production in High Cell Density Fed-Batch Cultures in Escherichia coli. Biotechnology and Bioengineering. 1993; 41: 781-790

Michael L. Shuler and Fikret Kargi. Bioprocess Engineering - Basic Concepts; second edition; Pearson Education International; 2002

Table 5: Composition and conditions for R1.3
R1: induction start S8: Fermentation broth
Total mass [kg] 44.64 44.64
Temperature [°C] 37 37
Pressure [bar] 1 1
WT% Peptide aptamer 0.01
WT% Dry cells 7.50 9.20
WT% H2O 84.54 82.89
WT% NH4Cl 0.29 0.29
WT% KH2PO4 0.94 0.94
WT% MgS·7 H2O 0.32 0.32
WT% CaCl2·2H2O 0.004 0.004
WT% FeSO4 0.01 0.01
WT% L-arginine·HCI 1.73 1.73
WT% TraceMetals 4.61 4.60
WT% Ampicilin 0.02 0.02
WT% IPTG 0.05

C1.1: Equilibration

This is the first step of the product recovery. Before applying the fermentation broth to the column it needs to be fluidized. The fluidization process is described in greater detail during the next step. An important parameter for the creating of a stable bed is viscosities, should viscosities of the different buffers used vary in a degree that destabilizes the bed an inert viscous liquid will be add to the buffer. Reference: Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015]

The expansion is achieved be applying 10 bed volumes (BV) of column buffer (20 mM (4-(2- Hydroxyethyl)piperazine-1-ethanesulfonic acid sodium salt) Na-HEPES, 500 mM Sodium chloride (NaCl))at a flowrate of 300 [cm/h], which is recommended, though flows between 200 and 400 [cm/h] has been shown sufficient. A protocol for purifying Intein recommends several different flowrates throughout the product recovery, but it has been decided to use the recommended flow for the expanded bed adsorption (EBA), since the most difficult step in the purification is creating a stable bed. The composition can be viewed in table. The decision to produce approximately 2 g of peptide aptamer per batch will be elaborated in the elution step, though it is determining the BV, which can be calculated from equation 1: Reference: NEB-impact

Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015]

BV [L]=(binding capacity of the beads [g/L])/(mass of product [g] ) = 1.19 L (1)

To estimate the time needed for equilibration, we need to estimate the volume of the column. Expansion is reported to be 2-3 BV, therefore an expansion of 2.5 was chosen for calculations. Thus the column should be able to contain approximately 3 L. A column with a diameter of 50 [mm] is deemed to be appropriate for this process. To transfer this flowrate to a volumetric, it is calculated how large the volume is per cm, which is approximately 0.02[L]. This corresponds to a volumetric flowrate of 6 [L/h]. Now the time of application can be calculated to be 2 [h] and the height of the column to be 1.5 [m]. Reference: NEB-impact

Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015]

Table 5: Composition and conditions for C1.1
S9: equilibration S10: Waste
Total mass [kg] 11.88 11.88
Temperature [°C] 21 21
Pressure [bar] 1 1
WT% 96.60 96.60
WT% NaHEPES 0.48 0.48
WT% NaCl 2.92 2.92

C1.2: Application and wash

The benefit of the EBA is, that the fluidization leaves space between the beads for particulate matter to pass through, thereby rendering the solid separation steps of traditional product recovery unnecessary. This type of chromatography has been reported to be a one-step purification, if further purification is needed see what’s next. A further benefit is, that the time before the peptide aptamers are bound to the beads is shortened, as in the case of induction, this leads to the shortest residence time possible. Reference: Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015]

The bed is fluidized by controlling the density of the beads, and thereby the downward force of sedimentation, and the upward force created by the flow. The sedimentation velocity is controlled by the design of the beads. In a stable bed the beads follow a Gaussian distribution. This is obtained by varying the density of the beads. Therefore the ordinary agarose beads are fitted with inert cores of varying diameters. The differing weights will ensure the correct distribution. An unstable bed leads to risk of turbulence or channelling, which will say that the feed does not have sufficient contact with the beads to bind the peptide aptamers efficiently. Reference: Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015]

In this step the fermentation broth is applied first, after which all impurities is washed out of the column by applying 20 BV of column buffer. The streams can be viewed in table. Reference: NEB-impact

Table 5: Composition and conditions for C1.2
S8: Fermentation broth S11: Wash S12: Waste
Total mass [kg] 44.64 23.75 68.39
Temperature [°C] 37 21 21
Pressure [bar] 1 1 1
WT% Peptide aptamer 0.01
WT% Dry cells 9.20 6.01
WT% H2O82.89 96.60 88.83
WT% NH4Cl 0.29 0.19
WT% KH2PO40.94 0.61
WT% MgS·7 H2O0.32 0.21
WT% CaCl2·2H2O0.004 0.0026
WT% FeSO40.01 0.01
WT% L-arginine·HCI 1.73 1.13
WT% TraceMetals 4.60 3.00
WT% Ampicilin 0.02 0.01
WT% NaHEPES 0.48 0.17
WT% NaCl 2.92 1.01

A3: Autoclave

At this time all waste containing cells has been gathered, and it is ready for sterilization. It is assumed that all cells will be contained in S10 and S12. The conditions during sterilization is the same as that of the A1 and A2. The simulation in Aspen Plus yields the following results: a volume of the autoclave of 80.2 [L] and a heat duty of 167,301,000 [kJ/batch].

Table 5: Composition and conditions for A3
S21: Waste S22: Waste
Total mass [kg] 80.27 80.27
Temperature [°C] 21 121
Pressure [bar] 1 2
WT% Dry cells 5.12 5.12
WT% H2O89.98 89.98
WT% NH4Cl0.16 0.16
WT% KH2PO40.52 0.52
WT% MgS·7 H2O0.18 0.18
WT% CaCl2·2H2O0.002 0.002
WT% FeSO40.005 0.005
WT% L-arginine·HCI 0.96 0.96
WT% TraceMetals 2.56 2.56
WT% Ampicilin 0.01 0.01
WT% NaHEPES 0.21 0.21
WT% NaCl 1.30 1.30

E3: Heat exchanger

Before releasing the waste stream to the ordinary waste water system, the pressure has to be lowered. Therefore the stream is cooled to to ensure that the waste leaves as a liquid. This unit was simulated in Aspen Plus, the results are as follows: that 14854 [L/batch] cooling water is needed, and that the heat duty is 172,581,480 [kJ/batch]. The composition does not change and can be viewed in table under sterilization.

Table 5: Composition and conditions for E3
S22: Waste S23: Waste
Total mass [kg] 80.27 80.27
Temperature [°C] 121 99
Pressure [bar] 2 2
WT% Dry cells 5.12 5.12
WT% H2O89.98 89.98
WT% NH4Cl0.16 0.16
WT% KH2PO40.52 0.52
WT% MgS·7 H2O0.18 0.18
WT% CaCl2·2H2O0.002 0.002
WT% FeSO40.005 0.005
WT% L-arginine·HCI 0.96 0.96
WT% TraceMetals 2.56 2.56
WT% Ampicilin 0.01 0.01
WT% NaHEPES 0.21 0.21
WT% NaCl 1.30 1.30

C1.3: Cleavage

The aim of this step is to cleave the Intein and release the peptide aptamer. This is achieved by flushing the column with 3 BV of cleavage buffer (20 mM Na-HEPES, 500 mM NaCl, 50 mM threo-1,4-Dimercapto-2,3- butanediol (DTT)), where after the resin is left at room temperature for 16 h, therefore it is assumed that all buffer leaves the column as waste in this step. It has been reported, that product recovery is above 95% at in this time periode, therefore it is assumed that 95% can be cleaved at . The beads used to bind intein is chitin. Reference: NEB-impact

Table 5: Composition and conditions for C1.3
S13: Cleavage S14: Waste
Total mass [kg] 3.76 3.76
Temperature [°C] 21 21
Pressure [bar] 1 1
WT% H2O95.83 95.83
WT% NaHEPES 0.48 0.48
WT% NaCl 2.92 2.92
WT% DTT 0.77 0.77
















C1.4: Elution

Now the product is ready to be eluted with column buffer. Since the peptide aptamers are an alternative to monoclonal antibodies, the concentration of the end product has been chosen by comparison of 50 products from Sigma-Aldrich. Concentrations of the antibodies range from 0.5-2 g/L, the most common concentration (39 out of 50) was found to be 2 g/L, thus making this the target concentration of PAST’s products. See pdf (Sigma-Aldrich antibodies) for details. Reference: NEB-impact Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015

Sigma-Aldrich. (Link) Accessed August 1st 2015.

The aim of PAST is to have several small set-ups, that will allow us to change production according to order. Due to these changing productions and the decision to release the broth at a predefined viscosity, concentrations of the product in each batch will fluctuate. Therefore the aim is to produce 2.5 g of the peptide aptamer per batch. The wanted concentration is reached by measuring the concentration at the release of the broth and adjust the elution in the product recovery accordingly. This determines the volume of the elution, the result can be viewed in table. Elution is performed with column buffer. If this buffer is not suited for storage, it can be changed by dialysis, though for now it is assumed appropriate. Reference: NEB-impact

Pharmacia. Introduction to Expanded Bed Adsorption.
(Link) Accessed July 18th 2015]

Table 5: Composition and conditions for C1.4
S15: Elution S16: product
Total mass [kg] 1.19 1.19
Temperature [°C] 21 21
Pressure [bar] 1 1
WT% Peptide aptamer 0.20
WT% H2O96.60 96.40
WT% NaHEPES 0.48 0.48
WT% NaCl 2.92 2.92






C1.5: Regeneration

The last step of the product recovery is regeneration of the column, which prepares it for the next batch. It is reported that the resin can be reused 4-5 times, it is assumed that 4 times is appropriate. Regeneration is performed by washing the bed with 3 volumes of stripping solution (0.3 M Sodium hydroxide (NaOH)) and then leaving the bed to soak for 30 minutes. After which the column is washed 7 additional times with the stripping solution, followed with 20 bed volumes of water. Lastly 5 bed volumes of column buffer is applied. Reference: NEB-impact

Table 5: Composition and conditions for C1.5
S17: Stripping S18: Water S19: Column buffer S20: Waste
Total mass [kg] 11.88 8.31 5.94 26.13
Temperature [°C] 21 21 21 21
Pressure [bar] 1 1 1 1
WT% H2O99.64 100 96.60 99.06
WT% NaHEPES 0.48 0.11
WT% NaCl 2.92 0.66
WT% NaOH 0.36 0.16