- Open Access
Production of extracellular fatty acid using engineered Escherichia coli
- Hui Liu†1,
- Chao Yu†1,
- Dexin Feng1,
- Tao Cheng1,
- Xin Meng1,
- Wei Liu1,
- Huibin Zou1 and
- Mo Xian1Email author
© Liu et al; licensee BioMed Central Ltd. 2012
- Received: 16 February 2012
- Accepted: 3 April 2012
- Published: 3 April 2012
As an alternative for economic biodiesel production, the microbial production of extracellular fatty acid from renewable resources is receiving more concerns recently, since the separation of fatty acid from microorganism cells is normally involved in a series of energy-intensive steps. Many attempts have been made to construct fatty acid producing strains by targeting genes in the fatty acid biosynthetic pathway, while few studies focused on the cultivation process and the mass transfer kinetics.
In this study, both strain improvements and cultivation process strategies were applied to increase extracellular fatty acid production by engineered Escherichia coli. Our results showed overexpressing ‘TesA and the deletion of fadL in E. coli BL21 (DE3) improved extracellular fatty acid production, while deletion of fadD didn’t strengthen the extracellular fatty acid production for an undetermined mechanism. Moreover, the cultivation process controls contributed greatly to extracellular fatty acid production with respect to titer, cell growth and productivity by adjusting the temperature, adding ampicillin and employing on-line extraction. Under optimal conditions, the E. coli strain (pACY-‘tesA-ΔfadL) produced 4.8 g L−1 extracellular fatty acid, with the specific productivity of 0.02 g h−1 g−1dry cell mass, and the yield of 4.4% on glucose, while the ratios of cell-associated fatty acid versus extracellular fatty acid were kept below 0.5 after 15 h of cultivation. The fatty acids included C12:1, C12:0, C14:1, C14:0, C16:1, C16:0, C18:1, C18:0. The composition was dominated by C14 and C16 saturated and unsaturated fatty acids. Using the strain pACY-‘tesA, similar results appeared under the same culture conditions and the titer was also much higher than that ever reported previously, which suggested that the supposedly superior strain did not necessarily perform best for the efficient production of desired product. The strain pACY-‘tesA could also be chosen as the original strain for the next genetic manipulations.
The general strategy of metabolic engineering for the extracellular fatty acid production should be the cyclic optimization between cultivation performance and strain improvements. On the basis of our cultivation process optimization, strain improvements should be further carried out for the effective and cost-effective production process.
- Extracellular fatty acid
- Escherichia coli
- Strain improvement
Clean and renewable transportation fuels such as microbial biodiesel are greatly pushed forward in order to cope with global warming and energy shortage. Microbial fatty acid might become one of the potential feedstock for biodiesel production in the future since it has the following advantages: renewability, short production cycle, less labor requirement, less affection by venue, season and climate, and easier to scale up [1, 2]. Prior to the conversion to biodiesel via esterification, microbial fatty acids have to be separated from cells through a series of energy-intensive steps such as cell harvest, drying and solvent extraction . Among the energy-intensive processes, the cost of cell harvest usually accounts for 70–80% of total cost of biofuel production [4, 5]. In order to skip these separation processes, the microbial production of extracellular fatty acid is receiving more concerns recently .
Although the mechanism of fatty acid secretion has not been illustrated definitely yet, it was reported that the fatty acid export out of cells could be through diffusion by concentration driven or through transportation by carrier proteins such as FadL, MsbA and so on [6–8]. Therefore, the process optimization could be employed to improve extracellular fatty acid production by increasing the driving force of fatty acid diffusion across the membrane. Furthermore, we could also enhance the extracellular fatty acid production in engineered E. coli by expressing the thioesterase or deleting the Fad gene family. There is now ample evidence that fatty acid export out of cells is relevant with the thioesterase gene and Fad gene family. The expression of full-length acyl-ACP thioesterase cDNA from Umbellularia californica in the E. coli fatty acid-degradation mutant strain (fadD-) resulted in the secretion of free fatty acid into medium . The mutant of Saccharomyces cerevisiae deficient in acyl-CoA synthetases could secrete fatty acid out of cells with a maximum titer of 200 μmol L−1. An E. coli fatty acid producing strain could produce 2.5 g L−1 of total fatty acid with <10% of the fatty acid pool secreted into the supernatant medium, which was constructed with four genotypic changes (deletion of the fadD gene, overexpression of endogenous ACC and ‘TesA as well as heterologous plant thioesterase) . To avoid costly biomass recovery, the cyanobacteria was modified for fatty acid production by adding thioesterase genes and weakening polar cell wall layers and the extracellular fatty acid titer was 197 mg L−1.
Besides the traditional oleaginous microorganisms like microalgae, fungi and yeast, the industrial strain E. coli is becoming a new focus for fatty acid production and some breakthroughs have been made recently . The formation of malonyl- CoA from acetyl- CoA catalyzed by acetyl- CoA carboxylase (ACC) is the first key rate-limiting step of fatty acid biosynthetic pathway [13, 14]. The overexpression of ACC in E. coli has led to an increase in the rate of fatty acid synthesis . Expression of bacterial or plant acyl-ACP thioesterases can reduce the cellular acyl-ACP concentration, decrease the feedback inhibition of fatty acyl-ACP and increase fatty acid production in E. coli [9, 13, 15, 16]. A 7-fold increase of total fatty acid production was observed by eliminating β-oxidation in E. coli, overexpressing ACC and expressing plant acyl-ACP thioesterases from U. californica in low copy number plasmids, and the fatty acid was successfully converted to alkane by a catalytic reaction. In the fadD deleted strain, coexpression of three genes, thioesterases from Cinnamomum camphorum and E. coli, as well as ACC from E. coli resulted in 20-fold enhancement of total fatty acid production in shake flasks. 2.5 g L−1 fatty acids were produced by this engineered strain in fed-batch cultivation, but no cultivation optimization was further conducted . Although many efforts have been done to increase fatty acid production by targeting the genes in the fatty acid biosynthetic pathway, the productivity (4.5 g L−1 d−1) is still not satisfied for the scale-up application .
Generally speaking, the construction of genetically engineered strains for fatty acid production only focused on the terminal pathway, such as the overexpression of the rate-limiting enzyme and removing feedback inhibitions in the fatty acid biosynthetic pathway. However, these approaches did not always result in great increment because the kinetic fermentative behavior of strains and the integrated function of the whole metabolic network were neglected [18–20]. The general strategy of metabolic engineering for the extracellular fatty acid production should be the cyclic optimization between cultivation performance and strain improvements . Using developed strains, cultivation process should be performed. On the basis of cultivation performance, further metabolic engineering should be carried out for the strain improvement. The supposedly superior strain did not necessarily perform best for the efficient production of fatty acid . Actually lots of factors could influence fatty acid production in the cultivation process such as cultivation temperature, which could affect the expression of genes, product transport out of cells, cell growth and productivity and so on [21–25]. Therefore, the bioprocess optimization for fatty acid production should be further considered.
In the present paper, to improve the production of extracellular fatty acid in metabolically engineered E. coli, a strain was first constructed by cytosolic overexpression of E. coli thioesterase. Then two derivative strains which contained the deletions of fadD and fadL respectively were constructed to inhibit the β-oxidation pathway or re-absorbance of extracellular fatty acid. Furthermore, considering the mass transfer kinetics during fatty acid diffusion out of cells, several cultivation strategies were employed to enhance extracellular fatty acid production, which included a two-stage control of cultivation temperature, an on-line integration of fatty acid separation with cultivation process, as well as ampicillin supplementation.
Extracellular fatty acid production by E. coli pACY-‘tesA overexpressing native thioesterase
Extracellular fatty acid production by gene engineered E. coli under shake flask conditions
Extracellular fatty acid production (mg L−1)
Cell-associated fatty acid production (mg L−1)
2.64 ± 0.32
5.5 ± 1.1
129.4 ± 3.0
BL21 (DE3) /pACYCDuet-1
2.81 ± 0.21
7.5 ± 2.1
117.6 ± 3.1
BL21 (DE3) /pACY-tesA
3.31 ± 0.26
25.2 ± 9.1
182.8 ± 6.9
BL21 (DE3) /pACY-‘tesA
3.48 ± 0.31
40 ± 5
539 ± 11
Due to the extracellular fatty acid titers ever reported were much lower than 1 g L−1, the results above indicated that cytosolic E. coli thioesterase was one key enzyme for extracellular fatty acid production. Although ‘TesA was regarded as an essential enzyme for fatty acid production and secretion in E. coli, no one ever specified the performance of fatty acid producer expressing ‘TesA before, using ratio of cell-associated fatty acid versus extracellular fatty acid as a parameter.
Extracellular fatty acid production using different strategies of cultivation temperature control
After 8 h of cultivation in a 5-L jar fermentor at 37°C, the E. coli strain pACY-‘tesA was induced with IPTG in 3 different control modes as follows: M1, 37°C for the whole process; M2, 30°C from 8 h to 72 h; standard cultivation conditions, 34°C from 8 h to 26 h, and then shifted to 30°C from 26 h to 72 h.
Low induction temperatures 30°C or 25°C can increase the activity of recombinant enzymes at the expenses of the final yield and lower the inclusion bodies in genetically engineered E. coli[22, 23, 28]. Based on this consideration, previously fatty acid production by expressing thioesterase in E. coli has been conducted at low temperatures 30°C or 25°C [11, 12, 17, 21]. However, a successful control of cultivation temperature has to balance the enzyme expression, cell growth and product formation, etc . In this study, the higher induction temperatures (37°C, 34°C) in M1 and the two-stage mode could greatly contribute to the increments of extracellular fatty acid production and cell growth compared with 30°C in M2 in the first 26 h of cultivation (Figure 2). However, after 26 h the induction temperature 30°C in M2 and the two-stage mode increased the rates of extracellular fatty acids production and cell growth.
Extracellular fatty acid production by E. coli pACY-‘tesA-ΔfadD
As shown in Figure 2A, the extracellular fatty acid production by E. coli pACY-‘tesA decreased after 56 h. Due to the extracellular fatty acid in the cultivation broth might be reabsorbed and consumed by the cells through β-oxidation pathway, we tried to address the problem with deletion of fadD in E. coli to stop the β-oxidation. The extracellular fatty acid production reached 1.2 g L−1, with the specific productivity of 0.003 g h−1 g−1 dry cell, the volumetric productivity of 1.1 g L−1 d−1 and the yield of 1.8% after 32 h of cultivation (Figure 1). In this case, the extracellular fatty acid produced by strain pACY-‘tesA-ΔfadD was lower than that of the original strain under cultivation conditions with respect to titer, specific productivity and yield. However, similar to other previous reports [9, 11, 12], we found the increase of total fatty acid production in E. coli with the deletion of fadD.
FadD (acyl-CoA synthetase) is the first enzyme in fatty acid β-oxidation pathway, and knockout of this enzyme could contribute to fatty acid accumulation. FadD can increase the concentration gradient between extracellular and intracellular fatty acid by converting fatty acid into acyl-CoA and contribute to the uptake of fatty acid . In contrast, the deletion of fadD might increase the concentration of free fatty acid in the cytosol and enhance the export of fatty acid out of cells. However, our results suggested that the deletion of fadD could not improve the extracellular fatty acid production when the cell-associated fatty acid titer was high. Therefore, the extracellular fatty acid production was not only determined by the concentration gradient, but also related with other carrier proteins or some undetermined mechanisms such as the state of cells [9, 10, 26]. The reduced or flattened extracellular fatty acid production in Figures 1 and 2 could all be due to the state of cells, and the same trend was ever reported in S. cerevisiae previously .
Only in the E. coli fatty acid-degradation mutant strain K27 (fadD-), the expression of full-length acyl-ACP thioesterase cDNA from U. californica could result in the secretion of free fatty acid into medium . The disparate results with respect to the effects of FadD on extracellular fatty acid production might be due to the different hosts and thioesterases.
Extracellular fatty acid production by E. coli pACY-‘tesA-ΔfadL
We also tested the deletion of the outer membrane protein FadL of E. coli, and an obvious increase of extracellular fatty acid was observed under fed-batch cultivation conditions. After 32 h of cultivation, the extracellular fatty acid production reached 2.2 g L−1, with the specific productivity of 0.004 g h−1 g−1 dry cell, the volumetric productivity of 2.1 g L−1 d−1 and the yield of 2.6% (Figure 1).
The outer membrane protein FadL of E. coli is a fatty acid transporter membrane protein, which is responsible for the import of long chain fatty acid across the cytoplasmic membrane into cells . Our results suggested that the deletion of fadL gene could greatly contribute to the extracellular fatty acid production.
Extracellular fatty acid production using on-line integration of separation with cultivation
The inhibition of tributyl phosphate (TBP) on E.coli growth
TBP concentration (g L-1)
2.11 ± 0.11
1.95 ± 0.23
1.89 ± 0.21
2.15 ± 0.24
2.05 ± 0.23
1.98 ± 0.12
1.76 ± 0.31
1.47 ± 0.15
1.15 ± 0.17
The solubility of fatty acid in tributyl phosphate (TBP)
666.7 ± 0.1
444.4 ± 0.1
277.80 ± 0.06
100.00 ± 0.05
The on-line integration of separation with cultivation process was more effective than the unintegrated process for the extracellular fatty acid production. The decline in extracellular fatty acid production seemed inevitable after 56 h in the unintegrated cultivation processes (Figure 3). In contrast, the on-line extraction could increase the extracellular fatty acid production 2.8 times at 79 h. Although the contribution of on-line extraction to the total fatty acid was limited, the on-line integration of separation with cultivation process could still be a potential economical route for extracellular fatty acid production, because the in situ product removal (ISPR) could increase the product yield, reduce process time and cut down running costs and capital expenditure .
Lennen et al. used alkane as an extractant that was directly mixed with cultivation broth for extracellular fatty acid production in E. coli. The resulting emulsions were involved in a series of separation processes. Moreover, the experiments were performed at shake-flask level, and the extracellular fatty acid production was not clearly indicated . In our case, the extractant TBP and the external cycle system were employed for the on-line extraction, which avoided the emulsification and the separation of emulsion.
The on-line extraction was necessary for the extracellular fatty acid production especially in the case of high fatty acid titer in the medium. Due to fatty acids accumulation in the cultivation broth, a lot of foam formed in the middle and late periods of cultivation and the huge fluctuation of dissolved oxygen concentration happened, which caused antifoam consumed too much and had negative effects on cultivation process control. The on-line extraction could increase the stability of cultivation process control through reducing the fatty acid titer in medium.
Extracellular fatty acid production by ampicillin supplementation in medium
Cell envelopes were the barrier to fatty acid export out of cells. Ampicillin supplementation could positively affect the extracellular fatty acid production by alleviating this barrier in our case. A successful example was given previously in glutamate production by Corynebacterium glutamicum. In their case, ampicillin destroyed the integrity of cell walls by its addition in cultivation broth, enhanced the glutamate export out of cells and contributed to the overproduction of glutamate successfully .
Due to ampicillin cost and waste water treatment, the cost could be high for fatty acid production with the ampicillin addition in the cultivation process, which was not feasible for biofuel application. In order to reduce the cost and avoid using ampicillin, the deletion of the peptidoglycan assembly protein (PBP2) in E. coli pACY-‘tesA could be employed. Through binding the PBP2 in E. coli, ampicillin can inhibit the wall peptidoglycan assembly and weaken the polar cell wall layers [34, 35]. So, the direct deletion of PBP2 in E. coli could also weaken the wall peptidoglycan layers and enhance the extracellular fatty acid production. This strategy has already been confirmed in genetically modified cyanobacteria .
Actually the chloramphenicol has to be added in the medium for plasmid stabilization in this study. However, antibiotics addition is definitely not a good option for producing low cost fatty acids for biofuel application. In order to avoid antibiotics addition in the production of biochemical products, various strategies such as addiction systems and chromosomal engineering have been implemented to construct engineering robust microbes. To avoid using the antibiotics for plasmid stabilization, addiction systems were developed by exploiting specific auxotrophic mutations and the vectors carrying the corresponding deleted genes [36, 37]. The chemically inducible chromosomal evolution (CIChE) is a plasmid-free, high gene copy expression system for engineering E. coli, which only requires targeted genomic integration methods and a recA homolog . Therefore, the antibiotics addition could be avoided for the low cost fatty acid production with these strategies mentioned above in the future.
Extracellular fatty acid production by E. coli pACY-‘tesA-ΔfadL under optimal cultivation conditions
Using the strain pACY-‘tesA, similar results appeared under the same culture conditions and the titer was also much higher than that ever reported previously [5, 9–11], which suggested that the supposedly superior strain did not necessarily perform best for the efficient production of desired product . The strain pACY-‘tesA could also be chosen as the original strain for the next genetic manipulations.
In order to rule out the possibility of increasing extracellular fatty acid due to loss of cell viability, the free fatty acid fraction of extracellular fatty acid in the supernatant was determined and approximately 90% of extracellular fatty acid was in the free form. The results suggested the loss of cell viability did exist in the cultivation process, but the improvement of extracellular fatty acid was predominately due to the secretion of free fatty acid out of cells. The increasing trend of OD also indicated that the growth rate of E. coli pACY-‘tesA-ΔfadL was far beyond the inevitable loss of cell viability during the cultivation (Figure 5).
Fatty acids produced by E. coli pACY- ‘tesA -Δ fadL with addition of ampicillin in the cultivation process
Relative content of extracellular fatty acid (%)
Relative content of cell-associated fatty acid (%)
These medium and long chain fatty acids could cause severe foaming problem during the cultivation process. The more fatty acids were produced, the more serious the foaming problem was. If the foam could not be controlled, the cultivation process would not continue normally either. In order to cope with the foaming problem, we increased the running frequency of anti-foam pump, lowered the upper surface of the foam detected by the anti-foam probe and raised the concentration of antifoam. Besides, the on-line extraction was also much helpful to solve the foaming problem through reducing the fatty acid titer in medium. Considering of the possible negative influence of reducing aeration rate on the cell metabolism for fatty acid production, the strategy of reducing aeration rate to control foam was not employed in the cultivation process.
Several strategies of strain improvements and cultivation process control were successfully applied to increase extracellular fatty acid production, using ratio of cell-associated fatty acid versus extracellular fatty acid as a key parameter. The results showed ‘TesA overexpression, fadL deletion, the two-stage control of cultivation temperature, ampicillin supplementation and on-line extraction contributed greatly to extracellular fatty acid production. Thus, the general strategy of metabolic engineering for the extracellular fatty acid production should be the cyclic optimization between cultivation performance and strain improvements. On the basis of our cultivation process optimization, strain improvements should be further carried out for the effective and cost-effective production process.
Plasmid and strain construction
Primers used in the study
Bacterial strains and plasmids used in this study
Strain / plasmid
Relevant genotype / property
Source / reference
E. coli BL21(DE3)
F-ompT hsdS B (r B - m B - ) gal dcm rne131(DE3)
E. coli K-12
E. coli pACY-tesA
BL21(DE3) / pACY-tesA
E. coli pACY-‘tesA
BL21(DE3) / pACY-‘tesA
E. coli pACY-‘tesA-ΔfadD
BL21(DE3) ΔfadD / pACY-‘tesA
E. coli pACY-‘tesA-ΔfadL
BL21(DE3) ΔfadL / pACY-‘tesA
E. coli pACYCDuet-1
BL21 (DE3) /pACYCDuet-1
P15A origin, lacI q , T7 promoter, CmR
pACYCDuet-1 derivative carrying tesA gene, T7 promoter, CmR
pACYCDuet-1 derivative carrying ‘tesA gene (without leading sequence), T7 promoter, CmR
According to the protocol of the TargeTron Gene Knockout System Kit (Sigma-Aldrich), the retargeted intron DNA fragments fadD-intron and fadL-intron were amplified by overlap PCR using primer set 1 (fadD-IBS, fadD-EBS1d, fadD-EBS2 and EBS universal primer) and primer set 2 (fadL-IBS, fadL-EBS1d, fadL-EBS2 and EBS universal primer), respectively. These primers listed in Table 5 were designed using the TargeTron prediction program (http://www.Sigma-Aldrich.com/ Targetronaccess). The two resultant DNA fragments were cloned into the Hind III and BsrG I restriction sites of pACD4K-C for the deletion of fadD and fadL in E. coli BL21 (DE3) (Invitrogen). The resultant strains were used as hosts for the expression of the ‘TesA gene.
Cultivation conditions in shake flasks
A single colony of E. coli pACY-‘tesA or pACY-tesA was inoculated to 5 mL M9 minimal medium (15.12 g L−1 Na2HPO4·12H2O, 3 g L−1 KH2PO4, 1 g L−1 NH4Cl, 0.5 g L−1 NaCl) supplemented with 34 μg mL−1 chloramphenicol and cultured overnight at 37°C . Three percent (v/v) inocula was added aseptically to a 500-mL shake flask containing 50 mL M9 minimal medium supplemented with glucose (20 g L-1) as primary carbon source and 34 μg mL−1 chloramphenicol, and was cultivated at 37°C and 180 rpm. The cultures were induced at an optical density (OD600) of 0.6 by the addition of 0.5 mM isopropylthiogalactoside (IPTG) at 30°C and samples were collected 20 h post-induction for fatty acids analysis. To evaluate the effects of ampicillin on the biomass and fatty acids secretion, various concentrations of ampicillin were added in culture broth at OD600 = 1.4.
A single colony of E. coli pACY-‘tesA, pACY-‘tesA-ΔfadD or pACY-‘tesA-ΔfadL was inoculated to a 500-mL shake flask containing 25 mL M9 minimal medium supplemented with glucose (20 g L-1) as primary carbon source and 34 μg mL−1 chloramphenicol, and was cultivated at 37°C, 180 rpm for 12 h. Three percent (v/v) inocula was added aseptically to 5-L jar fermentors (BIOSTAT Bplus 5 L, Sartorius stedim) containing 3 L medium consisted of the following components: 3 g (NH4)2SO4, 9 g K2HPO4·3H2O, 9.45 g MgSO4·7H2O, 5.7 g KCl, 3 g sodium citrate, 3 g citric acid, 60 g glucose, 15 mL corn steep liquid (corresponding to 0.47 g of nitrogen) and 3 mL trace elements (0.37 g (NH4)6Mo7O24·4H2O, 0.29 g ZnSO4·7H2O, 2.47 g H3BO3, 0.25 g CuSO4·5H2O, 1.58 g MnCl2·4H2O). The cultivation temperature was maintained at 34°C from 8 h to 26 h, and then shifted to 30°C from 26 h to 72 h unless specified according to different purposes. The pH was controlled at 7.0 ± 0.1 by automatic addition of 25% (w/w) ammonia water. The aeration rate was 3 vvm and dissolved oxygen level was maintained at 20% ± 1% by adjusting agitation rate. When the initial glucose was depleted, 800 g L−1 concentrated glucose was intermittently fed into the fermentor at a constant flow rate of 4.2 g L−1 h−1. The cultures were induced at OD600 = 8 by the addition of 0.5 mM IPTG and samples were collected at certain intervals for fatty acids analysis.
Integration of fatty acids separation with fed-batch cultivation
Fatty acid extraction, saponification and methylation
5-mL samples of cell culture (three replicates for each sample) were centrifuged at 8000 rpm for 10 min to separate the cell-associated fatty acid and extracellular fatty acid. The extracellular fatty acid in the supernatants was extracted three times with 20 mL of chloroform/ methanol mixture (2:1, v/v). The cell pellets were resuspended in 1 mL distilled water and mixed with 20 mL chloroform/ methanol mixture (2:1, v/v) to obtain cell-associated fatty acid as previously described . 100 μL of 10 g L−1 arachidic acid (Alfa Aesar) was added as the internal standard respectively. The chloroform layer was evaporated under a nitrogen stream and the dried fatty acid sample was used for the analysis of extracellular, cell-associated or free fatty acid.
For the extracellular or cell-associated fatty acid analysis, the dried fatty acid was redissolved in 2 mL of 20 g L−1 (w/v) NaOH in methanol/ water mixture (4:1, v/v) and the saponification reaction was incubated at 60°C for one hour. To methylate the fatty acids, 3 mL of BF3/ CH3OH (1:4, v/v) and 170 μL of 6 mol L−1 HCl were added and the reaction was incubated at 60°C for 30 min. The fatty acid methyl esters (FAMEs) were extracted twice using 1.5 mL of n-hexane and collected for analysis.
For the free fatty acid analysis, the dried fatty acid was redissolved in 500 μL of chloroform/ methanol mixture (2:1, v/v) and loaded on the thin-layer chromatography (TLC) plate. The TLC plate was developed with hexane-diethyl-ether-formic acid (70:30:0.2, v/v/v) . The free fatty acid was identified and eluted out with chloroform and dried. To methylate the fatty acids, 3 mL of BF3/ CH3OH (1:4, v/v) and 170 μL of 6 mol L−1 HCl were added and the reaction was incubated at 60°C for 30 min. The fatty acid methyl esters (FAMEs) were extracted twice using 1.5 mL of n-hexane and collected for analysis.
Gas chromatography/ mass spectrometry and gas chromatography of fatty acid methyl esters
Gas chromatography/ mass spectrometry (GC/MS) analysis was performed in a Thermo Fisher Trace GC Ultra-ITQ1100 system with a 30-m HP-5 ms column. The column temperature program was 100°C for 2 min, a ramp to 280°C at a rate of 10°C min−1 and 280°C for 3 min.
The gas chromatography (GC) analysis of FAMEs was performed in a Varian GC-450 system equipped with a 30-m HP-5 column and using nitrogen as carrier gas with a linear velocity of 1 mL min−1. GC elution conditions were as follows: 100°C for 2 min, a ramp to 250°C at a rate of 10°C min−1 and a final hold at 250°C for 5 min. The split ratio was 1:10 or 1:50. The quantification of fatty acids was achieved with reference to the internal standard (arachidic acid) and the response factors and averaged for all replicates.
Where Qp, Specific production rate (g h−1 g−1 dry cell); p, Fatty acid concentration (g/L); t, Cultivation time (h); x, biomass (g/L).
Cell culture optical density was measured at 600 nm using a spectrophotometer ( Cary 50 UV–vis, VARIAN) and the dry cell weight was calculated according to the coefficient (one OD600 unit corresponded to 0.43 g L−1 of dry cell weight).
This work was supported by the Natural Science Foundation of Shandong Province (Y2008B43) and the National Natural Science Foundation (21106170).
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