1 DOI /s RESEARCH Deoxycytidine production by a metabolically engineered Escherichia coli strain Jin Sook Kim 1,2, Bong Seong Koo 1, Hyung Hwan Hyun 2 and Hyeon Cheol Lee 1,2* Open Access Abstract Background: Rational engineering studies for deoxycytidine production were initiated due to low intracellular levels and tight regulation. To achieve high-level production of deoxycytidine, a useful precursor of decitabine, genes related to feed-back inhibition as well as the biosynthetic pathway were engineered. Additionally, we predicted the impact of individual gene expression levels on a complex metabolic network by microarray analysis. Based on these findings, we demonstrated rational metabolic engineering strategies capable of producing deoxycytidine. Results: To prepare the deoxycytidine producing strain, we first deleted 3 degradation enzymes in the salvage pathway (deoa, udp, and deod) and 4 enzymes involved in the branching pathway (dcd, cdd, coda and thya) to completely eliminate degradation of deoxycytidine. Second, purr, pepa and argr were knocked out to prevent feedback inhibition of CarAB. Third, to enhance influx to deoxycytidine, we investigated combinatorial expression of pyrg, T4 nrdcab and yfbr. The best strain carried petgy (pyrg-yfbr) from the possible combinatorial plasmids. The resulting strain showed high deoxycytidine yield (65 mg/l) but co-produced byproducts. To further improve deoxycytidine yield and reduce byproduct formation, pgi was disrupted to generate a sufficient supply of NADPH and ribose. Overall, in shake-flask cultures, the resulting strain produced 967 mg/l of dcyd with decreased byproducts. Conclusions: We demonstrated that deoxycytidine could be readily achieved by recombineering with biosynthetic genes and regulatory genes, which appeared to enhance the supply of precursors for synthesis of carbamoyl phosphate, based on transcriptome analysis. In addition, we showed that carbon flux rerouting, by disrupting pgi, efficiently improved deoxycytidine yield and decreased byproduct content. Keywords: Deoxycytidine, Production, Deoxynucleoside, Pyrimidine, Metabolic engineering Background Deoxycytidine (dcyd) is a commercially useful precursor in the chemical synthesis of various drugs including decitabine (Dacogen, 5-aza-2 -deoxycytidine), which is used to treat myelodysplastic syndromes, a class of conditions where certain blood cells are dysfunctional, and for acute myeloid leukemia [1, 2]. A similar analogue, azacitidine (5-aza-2 cytidine) derived from cytidine (Cyd) is also used for this purpose . However, because azacitidine is a potential substrate for the DNA replication machinery after metabolism to its deoxy derivative, there are subtle differences in efficacy between azacitidine and *Correspondence: 1 ForBioKorea Co., Ltd., Siheung Industrial Center , Seoul , Republic of Korea Full list of author information is available at the end of the article decitabine. A recent report described the production of Cyd by rationally engineered Escherichia coli, in which pentose phosphate pathway (PPP) genes were amplified to supply precursor . And Zhu et al. also reported the production of Cyd by deregulation of the pyr operon and the overexpression of the prs, pyrg and pyrh genes in Bacillus subtilis . In contrast, so far, the studies for dcyd production have not been achieved by rational engineering, due to low intracellular levels and tight gene regulation. To date, dcyd production has only been achieved by traditional engineering employing bacteria belonging to the genera Corynebacterium . However, while dcyd production by rational engineering is not well studied, another pyrimidine deoxynucleoside, thymidine, has been studied actively [7 11]. In previous work, we showed that deletion of three repressors (purr, pepa and 215 Kim et al. This article is distributed under the terms of the Creative Commons Attribution 4. International License (http:// creativecommons.org/licenses/by/4./), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/ zero/1./) applies to the data made available in this article, unless otherwise stated.
2 Page 2 of 11 argr) involved in the regulation of carbamoyl phosphate synthetase (cara/carb), positively affected thymidine production . To enhance the reduction of nucleotides, we overexpressed T4 NDP reductase subunits. In an effort to develop a new deoxy pyrimidine nucleosideproducing strain that might spawn similar engineering towards development of a thymidine producer, we focused on dcyd production by E. coli. As illustrated in Figure 1, de novo biosynthesis of dump occurs through two distinct pathways in pyrimidine biosynthesis [12, 13]. The quantitatively more important pathway involves the deamination of dctp to dutp by dctp deaminase, followed by the hydrolysis of dutp by dutp nucleotidohydrolase (dutpase) to yield dump with 75% of endogenous dump arising through this route. The second pathway generating the remaining 25% of dump consists of the reduction of UDP by ribonucleoside diphosphate reductase to dudp, which is phosphorylated by nucleoside diphosphokinase (encoded by ndk) to dutp and subsequently hydrolyzed to dump by dutpase . Alternatively, dump may be produced by pyrimidine salvage through reaction of deoxyuridine with thymidine kinase. The deoxyuridine, in turn, may arise either from dcyd through deamination catalyzed by Cyd (dcyd) deaminase (encoded by cdd) or by the condensation of uracil and deoxyribose 1-phosphoate mediated by thymidine phosphorylase (encoded by deoa), although this latter reaction is believed to act predominantly in the catabolic direction [13, 15]. As explained here, most of the dctp biosynthetic pathway has shared pathways with dttp biosynthesis, but dctp is synthesized via a more complex route than dttp. Glucose G-6-P α-keto glutarate purr, pepa, argr Pyruvate TCA cycle Glutamate Glutamine CarAB HCO - 3 Carbamoyl phosphate pyrbi Carbamoyl-Asp Acetyl CoA Oxaloacetate Aspartate OMP pyre Orotic acid pyrd pyrc Dihydro Orotic acid pyrf CMP Diacylglycerol- 3-phosphate RNA dcd UTP pyrg ndk UDP cmk pyrh UMP udk uridine cdd udp coda uracil cdh cds CDP-diacylglycerol + 2PO 4 CTP nrdd dctp dcd ndk CDP cmk nudg T4 nrdcab NADPH NADP ndk dcdp cmk (d)ndp (d)ntp ADP ATP CMP dcmp udk yfbr cytidine dcyd cdd riha rihb cytosine DNA dutp ndk dut dudp dump thya tdk yfbr duridine deoa deod dttp ndk dtdp tmk dtmp tdk Thd deoa Thymine yfbr Figure 1 The deoxycytidine biosynthetic pathway. The steps engineered in this study are indicated by the bold arrows and lines. Components of the catabolic pathways are as follows: carab carbamoyl phosphate synthase, pyrbi aspartate-carbamoyl transferase, pyrc dihydroorotase, pyrd dihydroorotate oxidase, pyre orotate phosphoribosyl transferase, pyrf OMP decarboxylase, pyrg CTP synthetase, pyrh UMP kinase, yfbr dcmp phosphohydrolase, nrdcab nucleotide diphosphate reductase, thya thymidylate synthase, dcd dctp deaminase, udk uridine kinase, deoa thymidine phosphorylase, tdk thymidine kinase, udp uridine phosphorylase, dut deoxyribonucleotide triphosphatase, ndk nucleotide diphosphate kinase, tmk TMP kinase, cdd cytidine deaminase, coda cytosine deaminase, deod purine nucleoside phosphorylase, riha, rihb ribosyl pyrimidine nucleosidase, cmk cytidylate kinase, purr purine repressor, pepa aminopeptidase A, argr arginine repressor.
3 Page 3 of 11 In this study, CTP synthetase (encoded by pyrg) and T4 NDP reductase (encoded by nrdcab) were overexpressed to increase dcmp pools. While a highly specific dcmp phosphohydrolase was needed to generate dcyd from increased dcmp, all 5 -nucleotidases studied so far are enzymes with broad specificity on NMP and dnmp (e.g. those encoded by usha, sure, yjjg and yfbr) . Especially, UshA and SurE are active on only NMP, with no apparent activity on dnmp. YjjG, known as the housecleaning enzyme, catalyzes CMP, dump and dtmp as substrates but not dcmp . In contrast, YfbR uses dcmp as a substrate but prefers other dnmps, exhibiting higher activity on dgmp, dump and damp than dcmp . In particular, the activity on dump of E. coli yfbr is higher than dcmp by 1.5-fold (dgmp > dump > dam P > dcmp > GMP > dtmp > NMPs) . Other than purine nucleotides, the higher activity of YfbR on dump may be problematic, because dump can be increased proportionally with dcmp. Among 5 -nucleotidases studied so far, however, YfbR is the best available candidate, as, to date, no highly specific dcmp phosphohydrolase has been identified or engineered. Based on the information known about nucleotide biosynthesis and our experience developing thymidine producing strains, we prepared a novel dcyd-producing strain by rational metabolic reprogramming. Our approach, first, involved the deletion of known nucleoside degrading enzymes and branching enzymes, followed by the deletion of the thymidylate synthase gene (thya). Next, to enhance influx to pyrimidine, the genes encoding the CarAB repressors were deleted and the bottleneck enzymes (NDP reductase, CTP synthetase and dcmp phosphohydrolase) were overexpressed. In this approach, unwanted problems may arise from increasing unexpected byproducts and losing control of the biosynthesis of purine, pyrimidine and arginine, which may affect cell growth and maintenance. Because purine and pyrimidine nucleotides constitute components of nucleic acids, cofactors in enzymatic reactions, intracellular and extracellular signals, phosphate donors, and the major carriers of cellular energy, imbalances between these different nucleotide pools can significantly perturb normal cellular function [2 22]. Here, we analyzed metabolic change by partial transcriptome microarray and investigated byproduct profiles of the strain derivatives generated at each engineering stage. Based on these findings, we demonstrated the use of rational metabolic engineering of E. coli to produce dcyd with less byproducts formation. Results The deletion of salvage and branching pathway genes in cells with high dcyd resistance E. coli DeoA, Udp and DeoD have essential roles in pyrimidine nucleotide salvage pathways and are known to catalyze reversible reactions [9, 12]. Hence, these nucleoside phosphatases might have potential roles in the degradation of intracellular dcyd. Using a high concentration of dcyd resistant strain (up to 1 g/l, Additional file 1: Figure S1), deoa, udp and deod were deleted sequentially by PCR-mediated disruption to construct HLC3 (Additional file 1: Figure S2A). If overall phosphatase activity of any unidentified pathway members is less than the contribution of these three enzymes (DeoA, Udp and DeoD) to the salvage pathway, the deletion of deoa, udp and deod should be enough to prevent degradation of dcyd in at least low dcyd-producing cells. To test this notion, an in vitro dcyd degradation assay was carried out for evaluation. The assay profile, however, showed that, during the time tested, dcyd degradation in vitro was apparently not completely blocked by disrupting deoa, udp and deod (Figure 2), perhaps because dcyd degradation is closely linked to the conversion steps of dctp, dcyd and cytosine into dump, deoxyuridine and uracil, respectively . Hence, this suggested the branching nodes into other nucleotide pathways would be good targets for further strain engineering to increase dcyd influx by blocking additional dcyd degradation. Based on the nucleotide synthetic pathway, dcd, cdd and coda, which encode enzymes that catalyze deamination of dctp, dcyd and cytosine, respectively, were disrupted step-by-step, resulting in HLC6. Additionally, thya, Residual deoxycytidine(mg/l) Time (h) Figure 2 Deoxycytidine degradation assay. To eliminate possible degradation of dcyd which was produced during fermentation, known pyrimidine nucleoside degradation enzymes were disrupted. The disruption of deoa, udp and deod, which are active on deoxyuridine and thymidine, was not sufficient to block dcyd degradation completely. However, after the disruption of both dcd and cdd, dcyd degradation was not observed in the in vitro assay. Negative control with dcyd (open circle), BL21(DE3) (filled circle), HLC1 (ΔdeoA) (open square), HLC3 (ΔdeoA ΔdeoD Δudp) (filled square), HLC4 (ΔdeoA ΔdeoD Δudp Δdcd) (open triangle) and HLC5 (ΔdeoA ΔdeoD Δudp Δdcd Δcdd) (filled triangle).
4 Page 4 of 11 which plays a key role in dttp synthesis, was disrupted in the parental HLC6 strain (Additional file 1: Figure S2B). However, because the resulting strain, HLC7, had no way to synthesize dttp due to deletions of thya, deoa, deod and udp, it could not synthesize dttp by de novo nucleotide synthetic pathway. Afterward, 2 mg/l of thymidine was added to all media for complementation of growth. Interestingly, in dcyd degradation assay, dcyd degradation was still observed in HLC4 strain but not in HLC5 strain (Figure 2; Table 1). This result means that the possible paths, whereby dcyd can be degraded by detouring dcyd to deoxyuridine, were blocked completely by disrupting cdd as well as dcd. The elimination of CarAB repressors increases the influx of precursors into nucleotide synthesis E. coli CarAB is controlled tightly by at least five transcription factors. Among known transcription factors, PurR, PepA and ArgR are capable of controlling CarAB activity by the coordination of intracellular levels of arginine and nucleotides . We previously demonstrated that the disruption of three repressors governing carab transcription could be leveraged to enhance thymidine production in E. coli . Here, we speculated that the disruption of three repressors governing carab transcription could be similarly applied to dcyd production. Using HLC7, the repressor genes, purr, pepa and argr were deleted sequentially by the same deletion method, resulting in HLC1 (Additional file 1: Figure S2C). We hypothesized that CarAB activity in HLC1 might scarcely be affected by intracellular nucleotide or nucleoside levels, and subsequently, influx of nucleotide precursors could be increased by less regulation. To test this hypothesis, we analyzed transcriptional levels of genes related to the supply of precursors by microarray assay. Not surprisingly, the transcription levels of tested genes, which synthesize carbamoyl phosphate and aspartate, were increased significantly (P <.5) (Additional file 1: Table S1), when PurR, PepA and ArgR were absent (Figure 3, black colored box), indicating that the increase in the supply of major precursors was caused by enhanced transcriptional levels of the tested genes. These results could not completely explain these phenomena, however, because we only tested a limited number of genes without measuring intracellular nucleoside and nucleotide levels. Regardless, this result showed that the transcription of carab as well as many genes involved in supplying precursors was increased significantly under the same conditions, and subsequently dcyd yield was also increased by 1.2 fold (Figure 4). Taken together, these results supported our hypothesis. Table 1 Strains and plasmids Strain or plasmid Description a Source or reference Strains BL21(DE3) F ompt hsds B (r B m B ) gal dcm me131 (DE3) Invitrogen XL1-Blue reca1 enda1 gyra96 thi-1 hsdr17 supe44 rela1 lac [F proab laci q ZΔM15 Tn1 (Tet r )] Stratagene HLC1 BL21 ΔdeoA This study HLC3 BL21 ΔdeoA Δudp ΔdeoD This study HLC4 BL21 ΔdeoA Δudp ΔdeoD Δdcd This study HLC5 BL21 ΔdeoA Δudp ΔdeoD Δdcd Δcdd This study HLC6 BL21 ΔdeoA Δudp ΔdeoD Δdcd Δcdd ΔcodA This study HLC7 BL21 ΔdeoA Δudp ΔdeoD Δdcd Δcdd ΔcodA ΔthyA This study HLC1 BL21 ΔdeoA Δudp ΔdeoD Δdcd Δcdd ΔcodA ΔthyA ΔpurR ΔpepA ΔargR This study HLC15 BL21 ΔdeoA Δudp ΔdeoD Δdcd Δcdd ΔcodA ΔthyA ΔpurR ΔpepA ΔargR Δpgi This study Plasmids petduet ColE1 replicon, bla Novagen pkd3 Template plasmid, derivative of pantsγ, FRT-flanked cat  pkd2 λ Red helper plasmid, derivative of pint-ts, arac-p arab and γ β exo DNA fragments  pcp2 bla and cat, ori TS, thermal inducible FRT recombinase  petng petduet T4 nrdcab operon and pyrg expression under tac promoter, bla This study petny petduet T4 nrdcab operon and yfbr expression under tac promoter, bla This study petgy petduet pyrg operon and yfbr expression under tac promoter, bla This study petngy petduet T4 nrdcab operon, pyrg and yfbr expression under tac promoter, bla This study a Gene Accession: deoa (CAQ34741), udp (CAQ34184), deod (CAQ34743), purr (CAQ32135), pepa (CAQ3467), argr (CAQ33565), dcd (CAQ32477), cdd (CAQ32548), coda (CAQ3812), thya (CAQ33153), pgi (CAQ34374), yfbr (CAQ32693), pyrg (CAQ3314), T4 nrda (NP_49845), T4 nrdb (NP_49841), T4 nrdc (NP_49698).
5 Page 5 of 11 a gltb glna gltd AKG GLU GLN cara carb CarP pyrbi.77,.98 C-ASP TCA cycle OAA aspc 4.1 ASP C-ASP pyrc pyrd ORO pyre.87 OMP pyrf 1.26 UMP b GLU arga 1.2 NAG argb 3.29 NAGP argc 4.5 NAGsA argd 3. NAO arge.91 argi 3.87 ARG ORN Urea CarP argf 4.6 argh 2.97 CITR argg Arg-Suc.51 Figure 3 Transcriptional change of pyrimidine and arginine biosynthetic genes by disruption of CarAB repressors (PurR, PepA and ArgR). The numbers are the ratios of the expression levels in HLC1 vs. HLC7. The shaded numbers indicate significantly up-regulated genes in HLC1 (P <.5). a The transcriptional change of genes for precursor supply and pyr operon. α-ketoglutarate and oxaloacetate introduced from the TCA cycle might be converted quickly into carbamoyl phosphate and aspartate. The resulting increased precursors can enhance the production of dcyd. b The transcriptional change of the arg operon. Most of the Arg biosynthetic genes were up-regulated except for argg. The decrease of argg transcription may be the rate-limiting step for synthesizing arginine. AKG α-ketoglutarate, OAA oxaloacetate, GLU l-glutamate, GLN l-glutamine, CarP carbamoyl phosphate, ASP l-aspartate, C-ASP carbamoyl aspartate, ORO orotate, OMP orotate mono phosphate, NAG N-acetyl glutamate, NAGP N-acetyl glutamate phosphate, NAGsA N-acetyl glutamate semi aldehyde, NAO N-acetyl ornithine, ORN ornithine, CITR citrulline, Arg-Suc argino succinate, ARG l-arginine. The overexpression of nucleotide biosynthetic genes favors dcyd production The HLC1 strain was potentially a good host for producing dcyd because most of its intrinsic genes related to degradation of dcyd and regulation of CarAB were deleted. Accordingly, if proper nucleotide biosynthetic genes were overexpressed in this host cell, it might be a good dcyd producing strain. Considering the overall nucleotide biosynthetic pathway (Figure 1), we selected three essential steps and their corresponding genes, NDP reduction (nrdcab), UTP amination (pyrg), and dcmp hydrolysis (yfbr). The overexpression of NDP reductase (NrdCAB) is known as the best way to increase intracellular dntp level . Also, as the transcription of the pyrg gene is regulated by a CTP pool, the overexpression of CTP synthetase (PyrG) can overcome the limitation of the excessive synthesis of CTP. The overexpression of cytidine phosphohydrolase (YfbR) can result in accelerating dcyd synthesis by the demand of dcmp for DNA synthesis. In case of NDP reductase, we used T4 NDP reductase which was previously used successfully for thymidine production , instead of E. coli intrinsic enzyme, to eliminate possible feedback inhibition by the nucleotide pool. To test their combinatorial effect on dcyd production, T4 nrdcab + pyrg, T4 nrdcab + yfbr, yfbr + pyrg, and yfbr + pyrg + T4 nrdcab were each assembled into synthetic operons under the control of a Tac promoter
6 Page 6 of 11 OD BL21(DE3) HLC3 HLC6 HLC7 HLC1 in plasmid, petduet. The resulting plasmids, petng, petny petgy, and petngy permitted combinatorial co-expression of T4 nrdcab, yfbr and pyrg (Additional file 1: Figure S3). Following expression of each of the synthetic combinatorial operons in HLC1 cells (Additional file 1: Figure S4), we investigated dcyd production in flask cultures. In HLC1-pETNG, which overexpressed T4 nrdcab and pyrg, 41 mg/l of dcyd were produced in flask culture (Figure 4, Additional file 1: Figure S5). This dcyd yield was approximately 4-fold greater, compared to host cells, HLC1. In addition, HLC1- petny, which overexpressed T4 nrdcab and yfbr, produced 41 mg/l of dcyd. These results indicated that the overexpression of two genes with distinct roles (nrd- CAB and yfbr), was more effective than overexpression of similar genes related to the supply of cytidine nucleotide (nrdcab and pyrg). Before testing HLC1-pETGY, we investigated dcyd production by HLC1-pETNGY, which appeared to be the best strain. In case of HLC1- petngy, which overexpressed T4 nrdcab, yfbr and pyrg, dcyd yield was highly increased to 552 mg/l, as expected. However, as dcyd production was increased, several byproducts were also increased (Additional file 1: Figure S5F). In contrast, in case of HLC1-pETGY, which overexpressed only yfbr and pyrg, the quantity of byproducts was decreased in the HPLC profile, compared to HLC1-pETNGY. In return, dcyd production HLC1-pETNG HLC1-pETNY HLC1-pETGY HLC1-pETNGY dcyd (mg/l) Figure 4 dcyd production by all engineered BL21 derivative strains. Seed cultures were grown in 5 ml of Luria Bertani media overnight, and then transferred to 5-mL baffled flasks containing 5 ml of production media (see Methods ). The strains carrying expression plasmids were induced for protein expression with isopropyl β-d-1-thiogalactopyranoside (IPTG;.5 mm) when cells reached OD 6.6. All flask cultures were incubated at 37 C and 25 rpm for 36 h. The dcyd concentration in the media was determined from the supernatants of cultivation samples. Values are mean ± SD of triplicate flasks experiments performed at the same time yield of HLC1-pETGY was increased to 65 mg/l, with less byproduct formation (Figure 4, Additional file 1: Figure S5G). In HLC1-pETGY, most of the distinct peaks were decreased in the HPLC profile, compared to HLC1-pETNGY. The yield of dcyd can be improved by disrupting pgi in HLC1 petgy Eliminating pgi, a gene necessary for the EMP pathway, completely blocks isomerization of glucose 6-phosphate to fructose 6-phosphate, detouring the metabolism of glucose to the pentose phosphate (PP) pathway. Since the main role of the PP pathway is to supply NADPH and ribose, shifting metabolism towards this pathway could increase NADPH levels and ribose precursor in cells . The disruption of pgi in HLC1 was performed using a linear PCR fragment with 5 nucleotides of homology extensions to construct strain HLC15 (Additional file 1: Figure S3D). The best plasmid, petgy, as determined above, was used to transform HLC15 cells. In this experiment, we needed to change the carbon source in the medium from glycerol to glucose, because HLC15- petgy cannot use glycerol efficiently via the PP pathway. HLC15-pETGY did not grow in production medium with glycerol, and likewise, HLC1-pETGY showed decreased growth in production medium with glucose. Accordingly, to compare these two strains, we used the optimal cultivation medium for each. Under these conditions, HLC1-pETGY produced 65 mg/l of dcyd in the production medium with glycerol, and HLC15- petgy produced 967 mg/l of dcyd in the production medium with glucose during similar cultivation times (3 and 32 h, respectively) (Figure 5). Generally, pgi disruption prevents or delays the normal utilization of glucose in cells, which retards cell growth due to a limited capacity for the re-oxidation of overproduced NADPH [23, 24]. However, in HLC15-pETGY, the retardation of cell growth was not observed, suggesting that the over-accumulation of NADPH and ribose precursors was alleviated due to NADPH-recycling and ribose consumption during dcyd overproduction. Interestingly, the byproduct peaks also disappeared or considerably decreased in HPLC profiles of the broth supernatant (Additional file 1: Figure S5H). In return, the dcyd production yield of HLC15- petgy was considerably increased, which could also be seen as increased yield caused by decreasing the byproducts. One of our objectives was to prepare a high dcyd producer with no byproducts like deoxyuridine, cytosine, uracil or thymine, while retaining the ability to produce dcyd. Even though the optimization of overall fermentation processes is still required, dcyd production was achieved successfully without significant co-produced byproducts, thereby demonstrating the potential of our
7 Page 7 of 11 a OD dcyd (mg/l) Glycerol (g/l) Time (h) b OD dcyd (mg/l) Glucose (g/l) Time (h) Figure 5 Cultivation profiles of HLC1-pETGY and HLC15-pETGY in flask scale. HLC15-pETGY showed slower growth rate but higher productivity than HLC1-pETGY by additional pgi deletion. a Fermentation profile using HLC1-pETGY. Glycerol was used as the carbon source. b Fermentation profile using HLC15-pETGY. Glucose, at a concentration (6 g/l) equivalent to that of cultures with glycerol, was used as the carbon source. Values are mean ± SD from three independent experiments performed in triplicate. engineered cells for developing industrial dcyd production and purification processes. Discussion In this study, we developed promising dcyd producing strains by metabolic reprogramming of E. coli, based on recent information on pyrimidine metabolism and uncovered the metabolic change in our cells by transcriptome analysis. Specifically, the remarkable feature of our strain is that the approach produced the reduced form of cytidine by controlling regulations as well as pathway recombineering. Indeed, dcyd production by rational design was relatively more difficult than the oxidized form in terms of reducing power regeneration as well as supply of precursors. In this study, to complement a reducing power in all strains but HLC15-pETGY, glycerol was used as carbon source instead of glucose. We were supposed that HLC15-pETGY also had higher NADPH/NADP ratio than other strains, because glucose can be passed through PP pathway with generating NADPH, but glycerol cannot. In similar case of previous study for developing thymidine producer, we have obtained the supporting data that NADPH/NADP ratio of pgi-disrupting cells showed higher level in continuous
8 Page 8 of 11 culture with glucose, while NADH/NAD ratio showed lower, compared to those of parental cells in continuous culture with glycerol . The fermentation using glycerol has an advantage of producing extra NADH, which can be easily converted into NADPH in the presence of extra phosphate [13, 25, 26]. In addition, its effect can be amplified by overexpressing intrinsic NAD kinase or soluble transhydrogenase [1, 11, 27, 28]. While there are less supporting data as to which approach is more efficient between PP pathway rerouting and glycerol fermentation, both approaches highlight the importance of supplying reducing power. Interestingly, HPLC analysis of the culture supernatants of HLC1-pETNGY and HLC1-pETGY broth revealed the formation of byproducts in addition to dcyd production (Additional file 1: Figure S5), which potentially lowers dcyd productivity and makes downstream purification processes difficult. HLC1-pETGY showed higher productivity, compared to HLC1-pETNGY, and co-produced less byproducts (Figure 4). One possible explanation is that the excessive reduction of UDP by strong overexpression of T4 NDP reductase might have a negative effect on UTP amination by PyrG. In the case of HLC1-pETNGY, NDP reductase was overexpressed without any regulation, probably acting to convert more UDP into dudp, while simultaneously decreasing the UTP supply for conversion to CTP by PyrG. Subsequently, excess dump can be readily degraded into deoxyuridine by YfbR, which has higher activity on dump by twofold compared to dcmp , because there is no pathway to convert deoxyuridine and dutp into deoxycytidine and dctp, respectively, in HLC1 cells where dcd, cdd and coda were deleted. In contrast, in HLC1-pETGY cells, more UTP can be converted into CTP by the expressed PyrG than in HLC1-pETNGY cells. Thus, if we express a dcmp phosphohydrolase with higher affinity for dcmp than yfbr, the simultaneous expression of a NDP reductase might be effective to improve productivity. In HLC15-pETGY, more NADPH and ribose precursors were supplied by rerouting from the EMP pathway to the PP pathway, compared to HLC1-pETGY. The PyrG-associated supply of sufficient precursors and redox potential could have given rise to the increased dcmp/dump ratio of HLC15-pETGY cells, leading to enhanced dcmp hydrolysis by YfbR. In support of this, we obtained several lines of evidence that byproduct formation was further decreased when YfbR was expressed under control of the T7 promoter, compared to the arabinose promoter (data not shown). While further experiments are needed to clearly explain the relationship of YfbR activity and dcyd biosynthesis, we postulate that the balance between YfbR and PyrG activity may be very closely linked to byproduct formation in HLC1-pETGY. In further engineering, the complete elimination of degradation enzymes with broad activity may be very important in further developing a dcyd producer, because dcyd is released to the media, instead of accumulating inside cells. While not investigated here, it is possible that ribonucleoside hydrolases and analogues, RihA, RihB, and RihC may be involved in dcyd nicking via an unknown mechanism . This would explain how residual nucleoside byproducts still existed in vivo, even though the in vitro dcyd degradation assay showed HLC5 appeared to block dcyd hydrolysis completely. The contribution of RihA, B, and C for byproduct formation remains to be examined in vivo. Nonetheless, this potential activity of RihA, B, and C is not entirely unexpected in light of the other degradation enzymes for dcyd (or Cyd). For example, a pyrimidine requiring cdd mutant of E. coli can utilize cytidine as a pyrimidine source by an alternative pathway, which involves hydrolysis of cytidine by RihA, B, and C . Likewise, RihA, B, and C are predicted to fulfill degradation roles for dcyd/ Cyd in our cells by participating in the salvage pathway. As mentioned, CarAB is controlled by at least five transcription factors [3, 31]. Among these repressors, those encoded by purr, pepa, and argr are known as representative binders to the carab promoter P1 (upstream) and P2 (downstream), which are adjacent to each other . PurR and ArgR repress transcription by binding to each carab promoter P1 and P2, respectively. In contrast, PepA shares a binding site with PurR and ArgR partially, so it influences regulation of both promoters. According to previous study, in the case of purine metabolism in purr-deficient cells, genes related to ribose moiety supply and the flux into IMP, are generally increased but genes related to AMP or GMP biosynthesis from IMP are decreased in expression . By eliminating argr, many genes in arginine and aspartate biosynthesis, which are directly regulated by the ArgR repressor, are up-regulated [33 35]. Likewise, the third repressor PepA influences both metabolism and the intracellular nucleotide pool. However, the simultaneous disruption of purr, pepa and argr may appear to give cells more complex metabolic changes in nucleotide metabolism and arginine metabolism, compared to the separate one gene disruption. The arginine biosynthetic pathway is competitive with the pyrimidine biosynthetic pathway in utilizing carbamoyl phosphate [21, 33]. If arginine overproduction occurred in our strain, this would be disadvantageous to pyrimidine biosynthesis. However, in this study, we did not observe arginine overproduction in the three repressor-deficient cells, while dcyd overproduction was observed. Interestingly, down-regulation of ArgG in the
9 Page 9 of 11 three repressor-deficient cells was observed. One possible explanation for this is that the down-regulation of ArgG may resulted from co-disruption of pepa/purr and amplification of other nucleotide synthetic pathways in HLC1. This would explain why previous studies, which all involved argr regulation but not co-disruption of pepa and purr, did not observe argg down-regulation. Even though we cannot explain the clearly complex regulation in the recombineered cells, it is plausible that the decrease of ArgG expression in the three repressordeficient cells slowed the conversion rate of carbamoyl phosphate into the arginine precursor, thereby enabling metabolism of carbamoyl phosphate mainly via the pyrimidine pathway. As shown in Figure 3a, expression of pyrbi, pyrc, pyrd and pyre were kept off or slightly down-regulated in HLC1, which is consistent with the earlier observation that these genes are kept off even in the absence of the repressors encoded by purr, pepa and argr, through attenuation control by coupled transcription and translation . We speculate that this attenuation might be the result of increased intracellular UTP and CTP levels that arise in the metabolically engineered strain. In support of this notion, the transcription of pyrbi and pyre are controlled negatively by UTP-sensitive attenuation [37 39]. Additionally, the transcription of pyrbi is regulated by reiterative transcription at high UTP levels . Translation of pyrc is controlled negatively by preventing ribosome binding to the Shine Dalgarno (SD) box via shifting transcription start sites at high CTP levels [41, 42]; pyrd may be regulated by a similar mechanism . Such UTP- and CTP-sensitive regulation of these genes might limit pyrimidine biosynthesis, even when the supply of precursors and the downstream dcyd flux are increased. Despite severe UTP- and CTP-sensitive regulation, the additional overexpression of genes of the pyr operon in our cells may be a reliable approach. Conclusions From a technological standpoint, a notable outcome of the studies described here was the preparation of a dcyd producing strain with fewer byproducts by rational metabolic engineering. We demonstrated that high dcyd yield could be readily achieved by recombineering in combination with disruption of dcyd degrading enzymes and repressors for carbamoyl phosphate synthetase, and amplification of dcyd synthesis enzymes. In addition, we showed that carbon flux rerouting by disrupting pgi, was a very efficient approach in our cells. In particular, we showed how nucleotide metabolic flow was changed by microarray analysis, which could easily be leveraged for further improvement of the dcyd-producing strain. Methods Bacterial strains and growth conditions All strains used in this study are shown in Table 1. Parental strain E. coli BL21(DE3) was used for preparing dcyd producing strains. To eliminate the possibility of dcyd degradation by endogenous nucleosides degradation enzymes, a triple knockout strain was prepared by sequential knockout of deoa, udp and deod in BL21(DE3) by PCR mediated gene disruption as described previously . The first-step generated strain HLC3, which was then subject to disruption of genes encoding branching enzymes (dcd, cdd, coda and thya), followed by removal of the chloramphenicol marker (Cm) in each target gene using pcp2 by the same method. The resulting strain, HLC7 was then subject to disruption of genes encoding the CarAB repressors (purr, pepa and argr), resulting in strain HLC1. Finally, the pgi gene of HLC1 was knocked out by the described method, resulting in strain HLC15 (BL21(DE3) ΔdeoA Δudp ΔdeoD Δdcd Δcdd ΔcodA ΔthyA ΔpurR ΔpepA ΔargR Δpgi::Cm). E. coli XL1-Blue was used for cloning genes. Typically, cultures were grown in Luria Bertani (LB) medium supplemented with antibiotic as needed. Antibiotics were provided at the following concentrations: chloramphenicol (Cm), 2 μg/ml; ampicillin (Amp), 1 μg/ ml. For dcyd production experiments, a suspension of cells was inoculated into a 25 ml flask containing 5 ml of LB medium and incubated at 37 C and 25 rpm for 8 h. For flask culture, 5 ml of culture broth was transferred to a 5-mL baffled flask containing 5 ml of production medium (6 g/l glycerol (glucose in case of HLC15), 1 g/l CaCO 3, 1 g/l yeast extract,.4 g/l MgSO 4 7H 2 O, g/l soytone, 1 μg/ml ampicillin, and trace elements) and.5 mm IPTG for induction, and then incubated at 37 C and 25 rpm for 36 h. Plasmid construction All plasmids used in this study are listed in Table 1 and all primer sequence used for constructing vectors are listed in Additional file 1: Table S2. For expression of the dcyd biosynthetic genes T4 nrdcab, pyrg and yfbr, plasmid petduet (Novagen) was used in this study. To generate plasmids petng and petny, PCR-amplified T4 nrdb (P23 and P24) was cloned into the NcoI/SalI restriction sites of petduet, and then PCR-amplified pyrg and yfbr (P27 and P28) were cloned into the NdeI/XhoI restriction sites, respectively. PCR-amplified T4 RBS-nrdCA (P25 and P26) was then ligated into each of the above plasmids using the SalI restriction site (Additional file 1: Figure S3A, B). Plasmid petgy was generated by inserting PCR-amplified pyrg (P29 and P3) into the NcoI/SalI restriction sites and then inserting PCR-amplified yfbr (P31 and P32) into
10 Page 1 of 11 the NdeI/XhoI restriction sites of petduet (Additional file 1: Figure S3C). To generate the plasmid petngy, PCR-amplified T4 nrdb (P23 and P24) was inserted into the NcoI/SalI restriction sites of petduet and then PCRamplified pyrg (P27 and P28) was cloned into the NdeI/ XhoI restriction sites. PCR-amplified RBS-yfbR (P33 and P32) was inserted into the XhoI restriction site of the resulting plasmid. After checking gene orientation, PCRamplified T4 RBS-nrdCA (P25 and P26) was ligated into the SalI restriction site (Additional file 1: Figure S3B, D). All plasmids were confirmed by DNA sequencing. In vitro dcyd degradation assay Equal amounts of transformed cells were harvested by centrifugation and washed with 1 mm Tris (ph 7.4) containing a protease inhibitor mixture (Complete, Amersham Phamacia). Each enzyme solution was prepared by sonication and its protein concentration was determined by the Lowry assay. For the enzyme assay, 1 μl of 1 mm dcyd was mixed with 1 μl of enzyme solution (1.2 mg/ml) and the reaction mixture was incubated at 3 C for 16 h with sampling for analysis (1, 3, and 13 h). Then enzyme reaction was stopped by the filtration with PVDF and the residual thymidine concentration was measured in the reaction mixture. Transcriptome analysis Total cellular RNA was extracted from mid-log phase cells with a QIAGEN RNEasy Mini Kit (Qiagen, Valencia, CA, USA) as described by the manufacturer. RNasefree DNaseI (Takara Bio, Shiga, Japan) was used during the isolation procedure to eliminate possible DNA contamination. cdna probes for cdna microarray analysis were prepared by the reverse-transcription of total RNA (25 μg) in the presence of aminoallyl-dutp and 6 μg of random primers (Invitrogen, Carlsbad, CA) for 3 h. The cdna probes were cleaned up using Microcon YM-3 columns (Millipore, Bedford, MA, USA) and then coupled to Cy3 dye (for reference HLC7) or Cy5 dye (for test sample HLC1) (Amersham Pharmacia, Uppsala, Sweden). The Cy3- or Cy5-labeled cdna probes were purified with QIAquick PCR Purification Kit (Qiagen, Valencia, CA). Dried Cy3- or Cy5-labeled cdna probes were resuspended in hybridization buffer (3% formamide, 5X SSC,.1% SDS, and.1 mg/ml salmon sperm DNA). The Cy3- or Cy5-labeled cdna probes were mixed together and hybridized to a customized microarray slide (Mycroarray.com, Ann Arbor, MI, USA). After washing and drying slide, which was scanned by Axon 4B (Axon Instrument, Union City, CA, USA) to generate hybridization images. Hybridization images were analyzed by GenePix Pro 3. software (Axon Instrument, Union City, CA, USA) to obtain gene expression ratios (M value = (Cy5 signal- HLC1 background)/(cy3 signal HLC7 background)). Microarray data analysis was carried out by Genowiz 4. (Ocimum Biosolutions, India). The mean signal intensity values of the duplicate spots were averaged (A value = [(Cy5 signal HLC1 background) + (Cy3 signal HLC7 background)]/2) and then normalized by the global normalization method. Analytical methods Biomass measured by the OD 6 was converted to DCW using a standard curve (1. OD 6 =.45 g dcw /L). Quantitative determinations of bases and nucleosides were performed by HPLC with modifying previous condition for thymidine . The operating conditions were as follows: column, Zorbax SB-C18, 5 μm ( mm) (Agilent Co., Ltd., Santa Clara, CA, USA); solvent, 1% (v/v) acetonitrile in water; flow rate, 1 ml/min; detection at 265 nm. All standards for HPLC were purchased from Sigma. Additional file Additional file 1: In the Supplemental Figure Section results from strain screening experiment and respective SDS-PAGE harboring each plasmid with map as well as HPLC profiles are presented. In the Supplemental Table Section the original data of transcriptome analysis and all primers used in this study are presented. Authors contributions JK performed research, analyzed data, and wrote the paper. BK analyzed data. HH designed research, analyzed data. HL conceptualized project, designed research, analyzed data, and wrote the paper. All authors read and approved the final manuscript. Author details 1 ForBioKorea Co., Ltd., Siheung Industrial Center , Seoul , Republic of Korea. 2 Department of Bioscience and Biotechnology, Hankuk University of Foreign Studies, San 89, Wangsan Ri, Mohyun Myun, Yongin Shi , Republic of Korea. Acknowledgements The authors want to thank Dr. Anne Ollis for editing this manuscript. This research was supported by the Converging Research Center Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology ( ). Compliance with ethical guidelines Competing interests The authors declare that they have no competing interests. Received: 23 April 215 Accepted: 24 June 215 References 1. Kantarjian H, Issa JP, Rosenfeld CS, Bennett JM, Albitar M, DiPersio J et al (26) Decitabine improves patient outcomes in myelodysplastic syndromes: results of a phase III randomized study. Cancer 16:
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Biol 205 Exam 1 TEST FORM A Spring 2008 NAME Fill out both sides of the Scantron Sheet. On Side 2 be sure to indicate that you have TEST FORM A The answers to Part I should be placed on the SCANTRON SHEET.
Creatine Kinase Assay Kit Catalog Number KA1665 100 assays Version: 03 Intended for research use only www.abnova.com Table of Contents Introduction... 3 Intended Use... 3 Background... 3 Principle of the
Ch23_PT MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question. 1) All of the following statements concerning digestion are correct except A) The major physical
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Integrated Protein Services Custom protein expression & purification Version DC04-0012 Expression strategy The first step in the recombinant protein generation process is to design an appropriate expression
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How to Use this Practice Exam: I post practice exams to allow you to get a real sense of the experience of taking a Biology 200 exam. The best way to use each exam is as follows. 1. Do NOT answer the questions