Departments of Chemical Engineering and 1 Chemistry and Biochemistry and 2 Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX 78712, USA
![]() |
Abstract |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
Keywords: araBAD/polypeptide library/scFv/FACS/surface display/tet
![]() |
Introduction |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
Various expression systems are available for the regulated production of recombinant proteins in E.coli (de Boer et al., 1983; Brosius et al., 1985
; Skerra, 1994
; Guzman et al., 1995
; Lutz and Bujard, 1997
). These systems have been exploited for the production of highly toxic proteins (Lutz and Bujard, 1997
) and for bacterial physiological studies (Guzman et al., 1995
). Promoters employing the lac operator, including the lac, trc and tac promoters, are frequently used for protein expression. However, these promoters are poorly repressible. For example, the hybrid lpplac promoter (Nakamura et al., 1982
) allows the accumulation of 30000 protein molecules per cell, even in lacIq hosts (Francisco et al., 1993
; Chen et al., 1996
). Upon induction with IPTG, the expression level increases dramatically, causing severe growth inhibition and reduced viability in a protein-dependent manner (Francisco et al., 1992
; Dong et al., 1995
). Recently developed expression systems derived from the araBAD and (Tn10) tet operons possess the desirable characteristics of tight regulation and efficient, reversible induction. The tetracycline resistance (tet) promoter can be induced with anhydrotetracycline (aTc) and has been reported to be very tightly repressed in the absence of inducer (Skerra, 1994
). The Ptet system has the advantage over lac promoter-based systems, of being insensitive to catabolite repression and endogenous repressor concentrations (Leon et al., 1988
). This system alleviated growth defects and prevented the cell lysis observed with a lac promoter derivative in the expression of a murine Fab antibody fragment (Skerra, 1994
). The arabinose inducible araBAD promoter is also tightly regulated, allowing strong repression in the presence of glucose and moderate expression upon addition of arabinose in the absence of glucose (Guzman et al., 1995
). Tightly regulated hybrid expression systems derived from combinations of the lac, tet and ara regulatory elements have also been described. In particular, a hybrid lacara promoter was estimated to result in the production of only one RNA every third generation in the absence of inducer (Lutz and Bujard, 1997
). By adding different concentrations of inducer, the activity of a luciferase reporter gene could be varied over a 3000-fold range. However, in these studies, activity was determined macroscopically for the entire cell population. Thus, it is unclear whether intermediate levels of inducer yield a population in which individual cells have uniform, intermediate expression levels. Indeed, Siegele and Hu (1997) demonstrated with the araBAD system that subsaturating concentrations of arabinose result in mixed cell populations of uninduced and fully induced cells. Intermediate expression levels were shown to reflect a population average dependent upon the ratio of induced and uninduced cells rather than the expression level per cell. This result emphasizes the importance of expression level measurement in individual cells, since techniques performed with cell suspensions or whole cell lysates yield only population averages.
In cell surface display technologies, protein libraries displayed on the surface of bacteria or yeast are screened by fluorescence-activated cell sorting (FACS) to isolate clones that bind to fluorescently labeled ligands with high affinity and specificity (Francisco et al., 1993; Boder and Wittrup, 1997b
; Georgiou et al., 1997
; Daugherty et al., 1998
). With current high-speed cell sorters, 108 cells can be screened quantitatively in 1 h, a throughput similar to that obtained in phage library selections. Thus, cell surface display coupled with FACS provides an important alternative display technology for protein engineering. Phage display formats designed for sensitive affinity selections rely upon a single molecular binding event or `monovalent display' through gpIII fusions. In contrast, cell surface formats achieve typically 104105 copies per cell. Consequently, stochastic variations in stability or expression level do not interfere with cell surface library selections. Surface display of an scFv antibody can be achieved in E.coli using a LppOmpA' fusion (Francisco et al., 1993
) and monitored using an appropriate fluorescently-tagged antigen. Therefore, the expression of functional scFv can be readily evaluated by flow cytometry (Francisco et al., 1993
; Daugherty et al., 1998
), which is a quantitative, single-cell analytical technique that is ideally suited to characterize the heterogeneity of protein expression levels in cell populations (Davey and Kell, 1996
). Here we report the development and flow cytometric analysis of expression systems for screening of polypeptide libraries using E.coli surface display. Tightly regulated vectors suitable for E.coli surface display and library screening applications were constructed using the tet and araBAD promoters. The effects of a variety of expression parameters such as inducer concentration, growth temperature and induction time were examined, leading to optimized induction conditions for the production of viable cell populations that are homogeneous with respect to scFv expression level. An expression system based on the araBAD promoter was found to be well suited for preserving library diversity while providing a sufficiently high expression level upon induction to allow efficient screening of the library by FACS. Using this system, libraries of randomly mutated scFv antibodies were screened by flow cytometry to isolate clones with improved hapten dissociation kinetics.
![]() |
Materials and methods |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
The following E.coli strains were used: JM109 (e14-(McrA) recA1 endA1 gyrA96 thi-1 hsdR17(rKmK+) supE44 relA1 (lac-proAB) [F traD36 proAB lacIqZ
M15]), LMG194 [F
lacC74 galE galK thi rpsL
phoA (PvuII)]
ara714 leu::Tn10). XL1-Red was obtained from Stratagene (La Jolla, CA). DM2516 (Zaf13 Tn10 MutD5) was a generous gift from I.Molineux. Primers were obtained from Genosys (The Woodlands, TX) and restriction enzymes from Promega (Madison, WI). Anhydrotetracycline hydrochloride was purchased from ACROS (Geel, Belgium). BODIPY-digoxigenin was prepared as follows: 1 mg of BODIPY-FL-EDA from Molecular Probes (Eugene, OR) was dissolved 1 ml of 50 mM sodium carbonate buffer (pH 8.0) and 1 mg of 3-amino-3-deoxydigoxigenin hemisuccinamide succinimidyl ester (Molecular Probes) in 500 µl of DMF was added dropwise. The reaction mixture was stirred at room temperature for 4 h, added to 9.5 ml 0.07% aqueous trifluoroacetic acid (TFA) and purified by reversed-phase FPLC using a PepRPC 15 µm column from Pharmacia (Piscataway, NJ) with acetonitrilewater buffered with 0.07% TFA. The major product was concentrated under reduced pressure, dissolved in 2 ml of MeOH and analyzed by HPLC for purity.
The plasmid pSD192 has been described elsewhere (Daugherty et al., 1998). pSDtet was constructed by ligation of the 1.2 kb XbaI/BamHI partial digestion fragment from pTX152 into XbaI/BamHI digested pASK75 (Skerra, 1994
). pB30D and pB18D were constructed from pBAD30 and pBAD18, respectively, by PCR amplification of the entire LppOmpA'scFvcat fragment from pSD192 using primers 1 (5'-ACCAACAACATCGGTGACGCACAC) and 2 (5'-GCATGCAAGGGCACCAATAACTGCCTTA). The resulting PCR product was digested with XmaI and SphI and ligated to similarly treated pBAD30 or pBAD18. The sequences of the PCR amplified LppOmpA' and scFv(dig) encoding genes were confirmed by DNA sequencing.
Cultures were grown in 10 ml of LB medium supplemented with chloramphenicol (15 µg/ml) and ampicillin (75 µg/ml) in 125 ml shake flasks at 37°C. For expression, 37°C overnight cultures were subcultured 1:100 into identical medium and grown at 25°C (Daugherty et al., 1998).
Flow cytometric expression assay
Overnight cultures were subcultured 1:100 into medium supplemented with the appropriate antibiotics, grown to early log phase (OD600 = 0.20.4) and arabinose or anhydrotetracycline (aTc) was added at the specified concentration. After 6 h or as otherwise specified, 40 µl of cells were harvested and diluted into 960 µl of sterile-filtered PBS (pH 7.2) with BODIPY-digoxigenin at a final concentration of 100 nM. After incubation at 25°C for 45 min with gentle shaking, the cells were pelleted by centrifugation at 3000 g for 4 min, resuspended in PBS and analyzed immediately (<5 min ) by flow cytometry.
Viability assays
Cell viability was estimated from the fraction of cells that fluoresce strongly in the presence of propidium iodide (PI) or oxonol as described previously (Jepras et al., 1995). PI (5 µg/ml) was added to cells resuspended in PBS (107 cells/ml). For oxonol staining, cells were aliquoted from bacterial cultures into PBS (107 cells/ml) with oxonol (10 µg/ml). Cells were analyzed by flow cytometry after a 10 min incubation at room temperature.
![]() |
Library construction |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
Library screening
Randomized scFv libraries were screened by FACS as described previously (Daugherty et al., 1998). Plasmid libraries were transformed into LMG194 by electroporation and cultures were grown overnight at 37°C. The library was subcultured 1:100 and regrown at 25°C. At an OD600 of 0.40.6, the culture was induced with 0.2% arabinose and incubated an additional 6 h at 25°C with shaking. Cells (40 µl) were harvested into PBS (960 µl) with BODIPY-digoxigenin at a final concentration of 100 nM and incubated for 45 min. The cells were pelleted by centrifugation and resuspended in PBS to give a FACS throughput rate of 2000 events/s. In rounds one and two, 2x106 cells were sorted in recovery mode and the most fluorescent 0.10.5% of the population was recovered and regrown in 15 ml of SOC medium. In the third and fourth rounds, cells were washed twice with PBS, incubated for 2030 min with 2 µM digoxin as a competitor and 1x106 cells were sorted (1000 s1) in exclusion mode to achieve high purity. Sorted cells were grown in SOC medium and plated to isolate colonies. The dissociation rate constants for individual clones were determined by flow cytometry as described (Daugherty et al., 1998
).
![]() |
Results |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
Cell surface display of an anti-digoxin single-chain Fv antibody has been demonstrated previously using a gene fusion consisting of amino acids 19 of the E.coli major lipoprotein followed by amino acids 46159 of the outer membrane protein OmpA (Francisco et al., 1993), which constitutes five transmembrane ß-strands of an eight-stranded ß-barrel (Pautsch and Schulz, 1998
). This fusion protein, termed LppOmpA'scFv(dig), was originally expressed from the IPTG-inducible lpplac hybrid promoter. Expression of the LppOmpA'scFv(dig) can be monitored using flow cytometry after a brief incubation with the fluorescent conjugate BODIPY-digoxigenin. Thus, single-cell expression levels can be measured rapidly and quantitatively (Daugherty et al., 1998
).
We first examined the effect of culture temperature and duration upon the surface display of scFv(dig) in the absence of induction. Growth at 37°C resulted in an approximately twofold increase in fluorescent labeling, relative to background cellular autofluorescence (Figure 1A). At 30°C, the level of labeling was fivefold above background signals. Growth at 25°C resulted in further increases in scFv(dig) display levels and yielded a fluorescence signal about 15-fold above background. Reducing the temperature further to 18°C resulted in a lower mean cellular fluorescence compared with 25°C. Uninduced cultures of JM109/pSD192 grown at 25°C grew slowly with a doubling time of 75 min and reached a final OD600 of 1.5. The viability and LppOmpA'scFv(dig) display level were found to be highly dependent on the age of the culture (Figure 1B and C
). The mean fluorescence intensity (MFLI) was about 100 during the exponential phase, but increased significantly as the cells entered the stationary phase (Figure 1B
). Cells harvested and labeled shortly after entering stationary phase were highly fluorescent, having MFLI = 150. However, relative culture viability, as estimated using oxonol staining (Jepras et al., 1995
), decreased with time and correlated roughly with the expression level, presumably owing to toxicity associated with LppOmpA'scFv(dig) (Figure 1C
). Using the lpplac promoter, the LppOmpA'scFv(dig) fusion is expressed at (35)x104 copies per cell owing to poor repression (Chen et al., 1996; P.S.Daugherty, B.L.Iverson and G.Georgiou, unpublished data). Induction with IPTG caused complete growth inhibition and drastically reduced cell viability (Francisco et al., 1993
), further indicating that very high levels of expression are toxic.
|
Tightly regulated scFv expression
To determine the importance of a tightly regulated protein expression system in library screening applications, display vectors were constructed from the tet and araBAD expression systems (Skerra, 1994; Guzman et al., 1995
). The LppOmpA'scFv fusion was cloned downstream of the tet promoter (Figure 2A
) and the display level of functional scFv was determined by flow cytometry (Figure 3A
). Overnight cultures were subcultured at 25°C, grown to mid-log phase and induced with a range of aTc concentrations from 0.2 to 200 ng/ml. Cultures induced with 20 ng/ml aTc or higher ceased to grow and the cells began to lyse (Figure 3B
). Induction with 2 ng/ml aTc allowed cell growth to proceed at a rate similar to that of uninduced cells. However, under these conditions, flow cytometric analysis revealed that the majority of the population remained uninduced with a small fraction of the cells expressing high levels of scFv and exhibiting high fluorescence. Induction with 10 ng/ml also yielded a mixed population of either fluorescent `on' or non-fluorescent `off' cells (data not shown). Under fully induced conditions (i.e. 200 ng/ml), the fraction of non-viable, PI-positive cells was typically above 50% (data not shown). Non-viable cells exhibited higher fluorescence upon staining with BODIPY-digoxigenin, consistent with the idea that high-level expression results in cell toxicity.
|
|
|
It was of interest to determine whether expression at the single cell level could be adjusted to levels intermediate between those of uninduced and fully induced states. The addition of arabinose at concentrations between 105 and 103% (w/v) did not result in the desired intermediate levels of expression, but rather in mixed populations of uninduced and induced cells (Figure 5A), similar to those obtained with the tet promoter (Figure 3A
). The ratio of uninduced to induced cells was dependent upon the inducer concentration (Figure 5A
). For example, induction with arabinose at a concentration of 0.002% for 2 h resulted in a cell population in which about 20% of cells appeared to be fully induced, while the remaining cells were non-fluorescent (Figure 5B
). Prolonged induction appeared to induce cell death (Figure 4B
). In contrast, when cultures were grown with saturating concentrations of arabinose (>0.005%) and cell fluorescence was monitored as a function of time, the expression level was found to be relatively uniform and increased slowly until it reached a maximum. Thus, under these conditions, homogeneous cell populations expressing intermediate levels of LppOmpAscFv could be obtained by harvesting the cells at different time points (Figure 6
). This latter result was true for both ara and ara+ strains, but was more evident in the ara+ strain JM109 which required an extended induction time (28 h) before maximum expression could be reached. Although the mean expression level was found to be dependent on time in a non-linear manner (data not shown), intermediate expression levels could be obtained uniformly in a reproducible manner using time rather than inducer concentration as the control parameter.
|
|
We next evaluated the relative benefit of regulated expression on maintaining library diversity in cultures propagated for many generations. For this purpose, scFv libraries were created by propagation of plasmids containing the LppOmpAscFv gene in the bacterial mutator strain XL1-Red. The use of bacterial mutator strains for random mutagenesis has been described previously (Irving et al., 1996; Low et al., 1996
), allowing affinity improvements of 100-fold after repeated cycles of mutation and selection (Low et al., 1996
). In a given library, many mutations will give rise to polypeptides that are less toxic to the host. For example, nonsense and frameshift mutations that result in truncated polypeptides were found to confer improved host viability and growth rate relative to the wild-type strain (data not shown). Since growth rates and viability vary within a library population, less toxic and non-expressing clones predominate in culture and reduce the representation frequency of potentially desirable mutants. Library diversity can be maintained only if expression is tightly repressed to the extent that the desired functional mutants grow at the same rate as non-expressing cells.
Library degeneration was evident in a cell population expressing various LppOmpA'scFv(dig) mutants from the leaky Plpplac promoter. Libraries were generated by propagating plasmid pSD192 in the E.coli mutator strain XL1-Red for 100 generations. Plasmid DNA was then isolated, transformed into a non-mutator strain and the library diversity was analyzed by flow cytometry. The level of mutagenesis obtained with XL1-Red is low and therefore the fluorescence distribution of the population is essentially indistinguishable from that of cells propagated in a non-mutator strain provided that expression is tightly repressed (Boder and Wittrup, 1997a). However, as can be seen in Figure 7A
, only a small fraction of the cells containing pSD192 could be labeled with the fluorescent probe, revealing that the majority of the population did not express functional LppOmpAscFv(dig) after 100 generations. This result was not dependent upon the particular mutator strain used since another mutator strain (DM2516) gave similar results (data not shown). Similarly, a steady decrease in the number of highly fluorescent cells was observed in libraries, generated by oligonucleotide cassette mutagenesis (Arkin and Youvan, 1992
), that were propagated for 100 generations (data not shown). The percentage of fluorescent cells in the population decreased more rapidly when cells were cultured under typical conditions for high level display at 25°C (data not shown).
|
The level of repression obtained with the araBAD promoter was also sufficient to prevent the accumulation of non-functional mutants during propagation in XL1-Red. Plasmid pB30D was transformed into XL1-Red and propagated for ~100 generations. After induction with arabinose [0.2% (w/v)], flow cytometric analysis revealed the population to contain predominantly high-fluorescence cells (Figure 7D). However, in contrast to expression from Ptet, induction did not affect cell viability. After a 6 h of induction, >90% of cells were PI-negative. Furthermore, the culture OD600 continued to rise during the induction period.
FACS screening of randomized scFv(dig) libraries under tight expression control
Our early efforts to enrich highly fluorescent clones from large libraries of scFv(dig) mutants fused to LppOmpA' and expressed constitutively from the laclpp promoter were unsuccessful (data not shown). Typically, after sorting and amplifying highly fluorescent cells, the frequency of fluorescent cells was found to decrease relative to that in the original library. For example, sorting of the library in recovery mode (required to collect the rarest members of a large population in the first round of sorting) followed by growth for ~20 generations resulted in a 10-fold decrease in the number of highly fluorescent events (data not shown).
In contrast to the above results, tight regulation of LppOmpA'scFv expression from the PBAD promoter enabled the isolation of high-affinity clones from random mutant libraries. An scFv(dig) library was created in pB30D using error-prone PCR (Cadwell and Joyce, 1992), having a mutation frequency of 0.22%/bp. The library was amplified under repressed conditions and subsequently the cells were induced by adding 0.002% arabinose. After 6 h, the cells were labeled with 100 nM BODIPY-digoxigenin and analyzed by flow cytometry. Highly fluorescent cells comprised about 15% of the population (Figure 8A
). One round of recovery mode sorting at a rate of 2000 s1 yielded enriched populations containing >60% highly fluorescent cells, consistent with the enrichment expected in the initial round of recovery mode screening (Boder and Wittrup, 1997a
). A second round of sorting under more stringent conditions yielded a population having homogeneously high fluorescence (Figure 8B
). The dissociation rate constant of the population was determined by flow cytometry and was found to be comparable to that exhibited by the wild-type antibody. Two additional rounds of sorting were carried out using increasingly stringent conditions. In the third and fourth rounds, BODIPY-digoxigenin-labeled cells were washed twice with PBS, incubated for 2030 min with 2 µM digoxin as a competitor and 1x106 cells were sorted (1000 s1) in the exclusion mode to achieve high purity. Sorted cells were amplified in liquid media and plated to isolate colonies. The dissociation rate constants of individual clones selected after four rounds were determined by flow cytometry (Figure 9
). One of four clones (EP.54) had a slightly improved dissociation rate constant of kdiss = 0.0007 (±0.00006) s1 relative to the wild-type [kdiss = 0.001 (±0.0001) s1].
|
|
![]() |
Discussion |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
Using the araBAD expression system, antibody libraries created by error-prone PCR could be screened efficiently to isolate clones with improved ligand binding properties despite the presence of a large fraction (50%) of nonfunctional mutants in the library. When sorting at high throughput rates in recovery mode with a FACSort, each target cell collected is accompanied by 45 `carry-over' cells. In a library, a fraction of the carry-over cells are likely to be clones having nonsense, frameshift or otherwise deleterious mutations. When expression is constitutive, these non-functional mutants have a growth advantage over the desired target cells. Because the sorted population typically consists of a few thousand cells in a large volume (50 ml), 2030 generations are required before the culture reaches the stationary phase. During overnight growth in liquid medium, the desired target cells are diluted rapidly to the point where they are de-enriched, i.e. their frequency in the population becomes lower than their original library representation. In contrast, using the araBAD expression vector, two rounds of recovery mode sorting permitted the isolation of a uniform population having high fluorescence and dissociation kinetics similar to the wild-type. Two additional rounds of FACS, on the basis of hapten dissociation rate, enriched clones (EP.54) having slightly improved dissociation kinetics relative the wild-type scFv. Although large improvements were not obtained, screening a larger library, having an increased rate of mutagenesis, yielded greater affinity improvements after a single round of mutagenesis and selection (P.Daugherty, B.Iverson and G.Georgiou, in preparation). Moreover, combining multiple beneficial mutations by shuffling scFv genes (Stemmer, 1994) will probably yield more dramatic, additive increases in affinity.
The ability to regulate protein expression tightly is essential for preventing growth competition between distinct library members. To evaluate the role of a tightly-regulated expression system in maintaining library diversity in a bacterial surface display format, we compared the fluorescence distribution of cultures expressing LppOmpA'scFv from different promoters after extended propagation in a mutator strain. Using the poorly repressible lpplac promoter, non-functional clones completely dominated the library population after 100 generations. In contrast, library diversity was maintained by tightly repressing expression from a tet promoter. However, addition of the inducer aTc gave rise to a population of highly expressing but mostly dead cells. Expression from an araBAD promoter in a low copy (p15A) vector provided the desired characteristics of tight repression, moderate rate of protein synthesis in the induced state without loss of culture viability and homogeneous expression (Figures 46). More importantly, at the point where maximum scFv expression was observed, flow cytometric analysis revealed that culture viability remained at a level comparable to uninduced cultures (Figure 4A
). This result suggests that excessive protein synthesis rates, rather than the final expression levels, cause host toxicity and should be considered when attempting to optimize expression in E.coli. This observation is in agreement with previous studies in which the ratio of soluble to insoluble scFv expression in E.coli was dependent upon promoter strength (Kipiryanov et al., 1997
).
Boder and Wittrup (1997a) analyzed the quantitative parameters that govern efficient screening of surface-displayed polypeptide libraries using FACS. In particular, the fluorescence signal-to-noise ratio (Sr) of cells expressing high-affinity polypeptides to non-expressing cells, defined as (Sr = MFLIo/MFLIf), is critical to the success of FACS selection. Using monovalent ligands labeled with widely used fluorescent dyes such as fluorescein or the BODIPY family, it can be estimated that more than 10000 fluorescent ligand molecules per cell must be bound by surface displayed polypeptides to achieve a sufficient fluorescence signal for FACS (Boder and Wittrup, 1997a). In randomly mutated polypeptide libraries, improved variants occur rarely with respect to an excess of unmutated, wild-type clones. These rare desired mutants may be only slightly improved (13-fold) with respect to the over-abundant wild-type. Consequently, successful mutant isolation in a reasonable number of selection steps is dependent upon the value of Sr. While the maximum fluorescence signal observed for the araBAD system was about three times lower than that obtained with the lpplac promoter, the background cellular autofluorescence also decreased twofold. Hence the fluorescence ratio is sufficiently high (Sr = 10) for efficient library screening using FACS (Boder and Wittrup, 1997a
). Further increases in the value of Sr are expected to improve selection efficiency and may be necessary for the selection of poorly expressed proteins.
Guzman et al. (1995) reported that when alkaline phosphatase was expressed from the araBAD promoter, its activity could be modulated over a 1200-fold range as a function of inducer concentration. However, subsequent studies showed that intermediate levels of expression reflect the average of two cell subpopulations corresponding to uninduced and fully induced cells (Siegele and Hu, 1997). Our results support this finding (Figure 5
), demonstrating that the fraction of induced cells depends on both inducer concentration and induction duration. Surprisingly, this was also true for cells expressing LppOmpAscFv from the tet promoter, despite the fact that anhydrotetracycline is not known to induce the expression of an uptake system. These results may be explained by pre-existing differences in the intracellular concentration of the tet repressor (TetR) among different cells of the population. In this case, when limiting amounts of aTc are added to the medium, only some cells will be capable of overcoming repression. Transcription can commence only when the concentration of inducer is sufficient to saturate a large fraction of TetR binding sites within a particular cell. Consistent with this idea, prolonged induction with intermediate inducer concentrations did not yield uniformly induced cultures with high fluorescence. Since uninduced cells possess a growth advantage relative to induced cells, partially induced cultures are not expected to become fully induced when using limiting inducer concentrations (Novick and Weiner, 1957
). On the other hand, saturating inducer concentrations yielded homogeneous populations exhibiting expression levels intermediate between those of induced and non-induced cells, dependent upon the time of induction (Figure 6
). Thus, the length of the induction period may be used effectively to control the expression level. These results emphasize the importance of single-cell analysis in characterizing protein expression in a cell population. Flow cytometric analysis will need to be applied to other expression systems that reportedly allow an expanded regulatory range (Lutz and Bujard, 1997
) to determine whether intermediate expression levels reflect a uniform cell population or whether they simply arise from the average of induced and uninduced cells, as was the case for the tet and araBAD promoters.
Overall, these results highlight the importance of single-cell expression level measurements when optimizing induction conditions from regulated promoters and the need for tight regulation in library expression vectors. The newly developed araBAD display vector allows efficient screening of scFv libraries, generated using error-prone PCR, for the isolation of clones with improved hapten dissociation kinetics.
![]() |
Acknowledgments |
---|
![]() |
Notes |
---|
![]() |
References |
---|
![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
---|
Boder,E.T. and Wittrup,K.D. (1997a) Biotechnol. Prog., 14, 5562.[ISI]
Boder,E.T. and Wittrup,K.D. (1997b) Nature Biotechnol., 15, 553557.[ISI][Medline]
Bradbury,A. (1998) Trends Biotechnol., 16, 99102.[ISI]
Brosius,J., Erfle,M. and Storella,J. (1985) J. Biol. Chem., 260, 35393541.[Abstract]
Cadwell,C.R. and Joyce,G.F. (1992) PCR Methods Appl., 2, 2833.[Medline]
Chanal,A., Santini,C.-L. and Wu,L.-F. (1998) Mol. Microbiol., 30, 673678.[ISI][Medline]
Chen,G., Cloud,J., Georgiou,G. and Iverson,B.L. (1996) Biotechnol. Prog., 12, 572574.[ISI][Medline]
Daugherty,P.S., Chen,G., Olsen,M.J., Iverson,B.L. and Georgiou,G. (1998) Protein Engng, 11, 101108.[Abstract]
Davey,H.M. and Kell,D.B. (1996) Microbiol. Rev., 60, 641696.[Abstract]
de Boer,H.A., Comstock,L.J. and Vasser,M. (1983) Proc. Natl Acad. Sci. USA, 80, 2125.[Abstract]
Dong,H., Nilsson,L. and Kurland,C.G. (1995) J. Bacteriol., 177, 14971504.[Abstract]
Francisco,J.A., Earhart,C.F. and Georgiou,G. (1992) Proc. Natl Acad. Sci. USA, 89, 27132717.[Abstract]
Francisco,J.A., Campbell,R., Iverson,B.L. and Georgiou,G. (1993) Proc. Natl Acad. Sci. USA, 90, 1044410448.[Abstract]
Georgiou,G., Stathopoulos,C., Daugherty,P.S., Nayak,A.R., Iverson,B.L. and Curtiss,R.,III (1997) Nature Biotechnol., 15, 2934.[ISI][Medline]
Greener,A., Callahan,M. and Jerpseth,B. (1997) Mol. Biotechnol., 7, 189195.[ISI][Medline]
Guzman,L.M., Belin,D., Carson,M.J. and Beckwith,J. (1995) J. Bacteriol., 177, 41214130.[Abstract]
Irving,R.A., Kortt,A.A. and Hudson,P.J. (1996).Immunotechnology, 2, 127143.[ISI][Medline]
Jepras,R.I., Carter,J., Pearson,S.C., Paul,F.E. and Wilkinson,M.J. (1995) Appl. Environ. Microbiol., 61, 26962701.[Abstract]
Kipiryanov,S.M., Moldenhauer,G. and Little,M. (1997) J. Immunol. Methods, 200, 6977.[ISI][Medline]
Leon,P., Alvarez,G., Leon,F.D. and Gomez-Eichelmann,M. (1988) Can. J. Microbiol., 34, 839842.[ISI][Medline]
Low,N.M., Holliger,P.H. and Winter,G. (1996) J. Mol. Biol., 260, 35968.[ISI][Medline]
Lutz,R. and Bujard,H. (1997) Nucleic Acids Res., 25, 12031210.
Miroux,B. and Walker,J.E. (1996) J. Mol. Biol., 260, 189198.
Nakamura,K., Masui,Y. and Inouye,M. (1982) J. Mol. Appl. Gen., 1, 289299.[Medline]
Novick,A. and Weiner,M. (1957) Proc. Natl Acad. Sci. USA, 43, 553566.[ISI]
Pautsch,A. and Schulz,G.E. (1998) Nature Struct. Biol., 5, 10131017.[ISI][Medline]
Siegele,D.A. and Hu,J.C. (1997) Proc. Natl Acad. Sci. USA, 94, 81688172.
Skerra,A. (1994) Gene, 131135.
Stemmer,W.P. (1994) Nature, 370, 389391.[ISI][Medline]
Received February 1, 1999; revised April 2, 1999; accepted April 10, 1999.