| Literature DB >> 30451453 |
Zahra Hajihassan1, Pouria Gholami Tilko1, Seyedeh Mahdieh Sadat1.
Abstract
Human nerve growth factor β (β-NGF) is considered a major therapeutic agent for treatment of neurodegenerative diseases. We have previously reported the optimized conditions for β-NGF overproduction in Escherichia coli in a shake-flask culture. In this study the optimal %DO (dissolved oxygen) and post induction temperature values for improved production of β-NGF were found in the bioreactor scale using response surface methodology (RSM) as the most common statistical method. Also, for further enhancement of the yield, different post-induction periods of time were selected for testing. In all experiments, the productivity level and bacterial cell growth were evaluated by western blotting technique and monitoring of absorbance at 600 nm, respectively. Our results indicated that %DO, the post-induction time and temperature have significant effects on the production of β-NGF. After 2 hours of induction, the low post induction temperature of 32°C and 20% DO were used to increase the production of β-NGF in a 5-l bioreactor. Another important result obtained in this study was that the improved β-NGF production was not achieved at highest dry cell weigh or highest cell growth. These results are definitely of importance for industrial β-NGF production.Entities:
Keywords: E. coli; RSM; bioreactor; β-NGF over production
Mesh:
Substances:
Year: 2018 PMID: 30451453 PMCID: PMC7256796 DOI: 10.21307/pjm-2018-045
Source DB: PubMed Journal: Pol J Microbiol ISSN: 1733-1331
The values of independent variables (post induction temperature and dissolved oxygen) and the corresponding levels used in a central composite design (normalized in –2, –1, 0, 1 and 2).
| Variable | Level | ||||
|---|---|---|---|---|---|
| –2 | –1 | 0 | 1 | 2 | |
| A: Post induction temperature (T) (°C) | 20 | 24.25 | 28.5 | 32.75 | 37 |
| B: Dissolved oxygen (DO) (%) | 10 | 20 | 30 | 40 | 50 |
The experimental design of 10 runs with two variables (post induction temperature and dissolved oxygen) and two responses (recombinant protein expression level and cell growth measured by absorbance at 600 nm).
| Run | Post induction Temperature (T) (°C) | Dissolved Oxygen (DO) (%) | Response 1 Recombinant Protein Expression Level (%) | Response 2 Cell Growth (Abs 600nm) | ||
|---|---|---|---|---|---|---|
| 1 | –1 | 24.25 | –1 | 20 | 8.0 ± 0.9 | 1.83 ± 0.18 |
| 2 | +1 | 32.75 | –1 | 20 | 15.3 ± 1.2 | 2.60 ± 0.19 |
| 3 | –1 | 24.25 | +1 | 40 | 10.1 ± 1.0 | 1.02 ± 0.11 |
| 4 | +1 | 32.75 | +1 | 40 | 8.4 ± 0.8 | 5.60 ± 0.29 |
| 5 | –2 | 20.0 | 0 | 30 | 4.6 ± 0.4 | 1.36 ± 0.11 |
| 6 | +2 | 37.0 | 0 | 30 | 11.1 ± 1.1 | 3.40 ± 0.22 |
| 7 | 0 | 28.5 | –2 | 10 | 10.0 ± 0.9 | 1.87 ± 0.21 |
| 8 | 0 | 28.5 | +2 | 50 | 3.8 ± 0.4 | 2.05 ± 0.20 |
| 9 | 0 | 28.5 | 0 | 30 | 14.6 ± 1.2 | 2.45 ± 0.19 |
| 10 | 0 | 28.5 | 0 | 30 | 14.2 ± 1.2 | 2.60 ± 0.19 |
Fig. 1.The recombinant protein expression level analysis in different post induction times. (A) Western blot analysis of the proteins extracted from recombinant bacteria carrying pET39::β-NGF plasmid using anti-histag. HRP antibody. (B) % recombinant protein expression level measured by ImageJ software. All experiments were repeated three times under the identical experimental conditions.
Fig. 2.The recombinant protein expression level analysis in different % DO and post induction temperature. (A) Western blot analysis of the proteins extracted from recombinant bacteria carrying pET39::β-NGF plasmid using anti-histag.HRP antibody. (B) % recombinant protein expression level measured by ImageJ software and comparison with the cell growth measured by absorbance at 600 nm. All experiments were repeated three times under the identical experimental conditions.
Parameter estimates and analysis of variance (ANOVA) of the model for recombinant production of β-NGF in E. coli and for cell growth.
| Source of variation | Degree of freedom | Sum of squares | Mean squares | |||
|---|---|---|---|---|---|---|
| Recombinant Protein Expression Level (%) | Model | 5 | 141.50 | 28.30 | 120.36 | 0.0002 |
| A-Temperature (°C) | 1 | 29.14 | 29.14 | 123.94 | 0.0004 | |
| B-Dissolved Oxygen (%) | 1 | 24.65 | 24.65 | 104.85 | 0.0005 | |
| AB | 1 | 20.25 | 20.25 | 86.13 | 0.0007 | |
| A2 | 1 | 42.94 | 42.94 | 182.62 | 0.0002 | |
| B2 | 1 | 56.17 | 56.17 | 238.90 | 0.0001 | |
| Error | 1 | 0.058 | 0.058 | – | – | |
| Total | 9 | 142.44 | – | – | – | |
| Cell Growth (Abs 600 nm) | Model | 3 | 11.58 | 3.86 | 6.82 | 0.0232 |
| A-Temperature (°C) | 1 | 7.41 | 7.41 | 13.10 | 0.0111 | |
| B-Dissolved Oxygen (%) | 1 | 0.54 | 0.54 | 0.96 | 0.3655 | |
| AB | 1 | 3.63 | 3.63 | 6.41 | 0.0445 | |
| Error | 1 | 0.011 | 0.011 | – | – | |
| Total | 9 | 14.98 | – | – | – |
Fig. 3.Normal (%) probability plot of the studentized residuals for the model of recombinant β-NGF production (A) and cell growth (B).
Fig. 4.Response surface plots and their counter plots show the effect of post induction temperature and % dissolved oxygen on the protein (β-NGF) expression level (A and B) and cell growth (C and D).