Genetic tools for advancement of Synechococcus sp. PCC 7002 as a cyanobacterial chassis
© The Author(s) 2016
Received: 4 July 2016
Accepted: 28 October 2016
Published: 10 November 2016
Successful implementation of modified cyanobacteria as hosts for industrial applications requires the development of a cyanobacterial chassis. The cyanobacterium Synechococcus sp. PCC 7002 embodies key attributes for an industrial host, including a fast growth rate and high salt, light, and temperature tolerances. This study addresses key limitations in the advancement of Synechococcus sp. PCC 7002 as an industrial chassis.
Tools for genome integration were developed and characterized, including several putative neutral sites for genome integration. The minimum homology arm length for genome integration in Synechococcus sp. PCC 7002 was determined to be approximately 250 bp. Three fluorescent protein reporters (hGFP, Ypet, and mOrange) were characterized for gene expression, microscopy, and flow cytometry applications in Synechococcus sp. PCC 7002. Of these three proteins, the yellow fluorescent protein (Ypet) had the best optical properties for minimal interference with the native photosynthetic pigments and for detection using standard microscopy and flow cytometry optics. Twenty-five native promoters were characterized as tools for recombinant gene expression in Synechococcus sp. PCC 7002 based on previous RNA-seq results. This characterization included comparisons of protein and mRNA levels as well as expression under both continuous and diurnal light conditions. Promoters A2520 and A2579 were found to have strong expression in Synechococcus sp. PCC 7002 while promoters A1930, A1961, A2531, and A2813 had moderate expression. Promoters A2520 and A2813 showed more than twofold increases in gene expression under light conditions compared to dark, suggesting these promoters may be useful tools for engineering diurnal regulation.
The genome integration, fluorescent protein, and promoter tools developed in this study will help to advance Synechococcus sp. PCC 7002 as a cyanobacterial chassis. The long minimum homology arm length for Synechococcus sp. PCC 7002 genome integration indicates native exonuclease activity or a low efficiency of homologous recombination. Low correlation between transcript and protein levels in Synechococcus sp. PCC 7002 suggests that transcriptomic data are poor selection criteria for promoter tool development. Lastly, the conventional strategy of using promoters from photosynthetic operons as strong promoter tools is debunked, as promoters from hypothetical proteins (A2520 and A2579) were found to have much higher expression levels.
With the current emphasis on renewable energy and sustainable chemical production, cyanobacteria have emerged as photoautotrophic hosts for biofuel and chemical synthesis applications. While metabolic engineering efforts have successfully demonstrated cyanobacterial-based production of a wide range of fuels and chemicals [1–17], cyanobacterial hosts have yet to achieve commercial success. Strain development efforts for cyanobacteria are often limited by the availability of characterized genetic tools and our insufficient understanding of cyanobacterial metabolism and regulation. Complicating these efforts is the fact that multiple, diverse cyanobacterial hosts are used. The most common cyanobacterial hosts for genetic modification include two freshwater hosts, Synechocystis sp. PCC 6803 [5, 9, 10, 15, 16] and Synechococcus elongatus PCC 7942 [2, 4, 12, 18], and a marine host, Synechococcus sp. PCC 7002 [3, 13, 17]. Genetic tools developed for one cyanobacterial host are often directly used in another [13, 17], and cellular processes studied in one cyanobacterium are frequently assumed to be similar, if not identical, in another cyanobacterium. While some tools and cellular processes may be universal to cyanobacteria or eubacteria, this generalization among cyanobacterial species may limit their advancement as industrial hosts. For example, Escherichia coli has been studied and developed as a host for over four decades, and although genetic and functional comparisons may be drawn to other species, recombinant genetic tools have been shown to function in a host-specific manner . In order to achieve advancements similar to that achieved in E. coli, we recommend that metabolic engineers focus on a single cyanobacterial host or chassis.
Synechococcus sp. PCC 7002 is an ideal host for the development of a cyanobacterial chassis. It has a fast doubling time (~2.6 h) . As a marine strain, Synechococcus sp. PCC 7002 growth does not require freshwater resources; this is a key requirement for the production of high quantity, low-value commodities like biofuels. The salt tolerance of Synechococcus sp. PCC 7002 also allows for growth in open raceway pond production systems, where the salt concentration of the growth medium will fluctuate with evaporation. The high temperature tolerance of Synechococcus sp. PCC 7002 also enables growth in photobioreactors, where temperatures often exceed 40 °C . Lastly, modified Synechococcus sp. PCC 7002 has demonstrated enhanced production of free fatty acids compared to the freshwater cyanobacterial host S. elongatus PCC 7942, suggesting improved host tolerance for the production of lipophilic fuels . Despite these advantageous properties, the paucity of genetic tools available for modifying Synechococcus sp. PCC 7002 restricts the advancement of this cyanobacterial chassis.
Foreign genes and even entire pathways are often ported into chassis organisms, requiring either plasmid-based expression or identification of a neutral site for genome integration. As genome integration is more stable and predictable compared to plasmid-based expression, this is often the preferred method for modification, particularly for industrial microbial strains. The desB site in the Synechococcus sp. PCC 7002 genome has historically been used as a ‘neutral’ integration site, for desB has been shown to function primarily under temperatures much lower than the optimal growth temperature (18 vs 34–38 °C) . However, if Synechococcus sp. PCC 7002 is to be employed under realistic outdoor growth conditions, environmental temperatures are likely to reach the range in which desB is expressed. Therefore, true neutral integration sites are necessary to advance Synechococcus sp. PCC 7002 as a chassis organism. Several putative neutral integration sites have been identified in recent efforts, including the pseudogene glpK (SYNPCC7002_A2842)  and the genomic region between hypothetical protein genes (SYNPCC7002_A0935 and SYNPCC7002_A0936) , yet the neutrality of these sites remains to be verified. Additionally, the annotated pseudogene SYNPCC7002_A2842 was recently shown to be a functional gene; it was originally annotated as a pseudogene due to a frameshift in the DNA sequence that was later shown to be a sequencing error .
Reporters are essential tools for chassis development, as they allow for easy quantitation of gene expression, visualization of subcellular localization, and high throughput screening via fluorescence activated cell sorting (FACS). While fluorescent protein genes and the luxAB bioluminescence operon have been used as reporters for gene expression in Synechococcus sp. PCC 7002 [25–28], there are very few examples of reporters used for microscopy or FACS applications with this organism. Additionally, the influence of cyanobacterial photosynthetic pigments (phycobilisomes and chlorophyll-a) on the optical properties of these reporters has not been characterized. Competitive absorbance of the excitation source, re-absorbance of fluorescent or bioluminescent reporter emission, and signal interference from the photosynthetic pigments may affect the application of these tools in Synechococcus sp. PCC 7002 and other cyanobacteria compared to traditional bacterial hosts.
Lastly, the advancement of Synechococcus sp. PCC 7002 as a cyanobacterial chassis is hindered by the lack of available characterized expression tools. Traditionally, genetic modification efforts in Synechococcus sp. PCC 7002 have relied on a few promoters for expression, such as cyanobacterial promoters associated with photosynthesis or inducible E. coli promoters with poor control in cyanobacterial hosts . Recent efforts from the Pfleger laboratory report the development of promoter tools for Synechococcus sp. PCC 7002 using a random mutant library of the cpc promoter from Synechocystis sp. PCC 6803 and components of the lac and tet repressor systems [26, 28]. While these studies provide orthogonal promoter tools with a wide-range of expression in Synechococcus sp. PCC 7002, very little is known regarding how these heterologous tools will integrate with the natural metabolism and regulation of this organism and how expression may vary across the growth phase and with diurnal cycling. Both circadian rhythm and light conditions have been shown to regulate gene expression in cyanobacteria , and this dynamic regulation will likely be an important design parameter in synthetic biology applications. Thus, tools that can interface with the natural metabolism and regulation of Synechococcus sp. PCC 7002 are lacking.
In this study, we address technical limitations to the advancement of Synechococcus sp. PCC 7002 as a cyanobacterial chassis. Several neutral integration sites were identified and tested for neutrality, and the effect of homology arm length on the efficiency of genome integration in Synechococcus sp. PCC 7002 was characterized. Three fluorescent protein reporters were shown to be useful for microscopy and FACS applications. Twenty-five native promoters from Synechococcus sp. PCC 7002 were cloned upstream of a fluorescent reporter. Characterization of these promoters across the growth cycle and under both continuous and diurnal light conditions allows these promoters to be used as tools for recombinant gene expression and also provides insight into native promoter strength and regulation. This promoter information will provide metabolic engineers with basic guidelines for selecting and designing promoters for use in this cyanobacterial host.
Chemicals were purchased from Sigma-Aldrich (Na2EDTA·2H2O, CaCl2·2H2O, KH2PO4, vitamin B12, ZnCl2, and spectinomycin sulfate), MP Biomedicals (FeCl3·6H2O, CuSO4·5H2O, and CoCl2·6H2O), Acros (Na2MoO4·2H2O), Amresco (NaOAc, 3M, pH 5.2), Fisher Chemical (MnCl2·4H2O and Na2S2O3), and Fisher BioReagents [NaCl, MgSO4·7H2O, KCl, NaNO3, Tris base, H3BO3, kanamycin monosulfate, SDS, chloroform, saturated phenol (pH 4.3), and absolute ethanol]. Enzymes, including Q5 DNA polymerase, Taq polymerase, DNA ligase, and restriction enzymes, were purchased from New England Biolabs. DNA isolations and purifications were performed using the Zyppy Plasmid Miniprep kit, DNA Clean & Concentrator, and Zymoclean Gel DNA Recovery kit from Zymo Research. Genomic DNA was isolated using the GenElute Bacterial Genomic DNA kit (Sigma-Aldrich). All other vendors are indicated in the subsequent methods sections.
Cultivation and transformation conditions
Cultures were grown in A+ medium  with antibiotics as needed within a New Brunswick Innova 42R shaking incubator with photosynthetic light bank. The optimum growth temperature for Synechococcus sp. PCC 7002 (34 °C) was used , along with shaking at 150 rpm and an average of 60 µmol photons m−2 s−1 of continuous or 12 h:12 h diurnal illumination from alternating cool white and plant fluorescent lights. Cultures maintained on agar plates were re-streaked every month to maintain the culture, and DMSO (5%) freezer stocks were stored at −80 °C . Cultures were transferred from agar plates to 16 mm glass test tubes containing 4 mL of A+ medium. This test tube culture was grown for 4–7 days and then transferred to 100 mL of A+ medium in baffled 500 mL glass Erlenmeyer flasks with straight-neck flask closure cap at a dilution of 100×. For fluorescence spectra, fluorescence microscopy, and flow cytometry measurements of the strains expressing fluorescent proteins, samples were taken during the linear growth phase (note: when culturing cyanobacteria under these conditions, there is a very short exponential growth phase followed by a linear, light limited growth phase). For the neutral site and promoter expression strains, cell growth and photosynthetic yield or fluorescence measurements were taken every 2 days from the 100 mL cultures. A beaker filled with ultrapure water was maintained within the incubator to minimize evaporative loss of the cultures over time.
Strain and plasmid construction
Strains used and constructed in this study
Escherichia coli DH5α
E. coli strain used for molecular cloning
New England Biolabs
Synechococcus sp. PCC 7002
Marine cyanobacterium, wild type
American Type Culture Collection
Synechococcus sp. PCC 7002 with spectinomycin resistance cassette integrated at putative neutral site 1
Synechococcus sp. PCC 7002 with kanamycin resistance cassette integrated at putative neutral site 2
Synechococcus sp. PCC 7002 with hGFP, driven by Prbc, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by Prbc, integrated at NS2
Synechococcus sp. PCC 7002 with mOrange, driven by Prbc, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P0047, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P0255, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P0304, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P0318, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P0670, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P0740, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1173, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1181, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1731, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1929, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1930, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1961, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P1962, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2062, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2127, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2165, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2210, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2520, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2531, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2579, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2595, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2596, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2663, integrated at NS2
Synechococcus sp. PCC 7002 with Ypet, driven by P2813, integrated at NS2
Genome integration plasmids with varying lengths of homology arms (250, 500, 750, 1000, and 1250 bp) were constructed for integration at desB (Synpcc7002_A0158) in Synechococcus sp. PCC 7002. The knockout plasmid pSB was previously constructed for integration at desB with homology arms of 1000 bp flanking a kanamycin resistance cassette. These homology arms were extended to 1250 bp each and shortened to 750, 500, and 250 bp on each flanking region by amplifying these 5′ and 3′ fragments from Synechococcus sp. PCC 7002 gDNA using Q5 DNA polymerase and the primers listed in the Additional file 1: Table S1. The fragments and pSB were digested with SacI for integration of the 5′ homology arm and with AvrII for integration of the 3′ homology arm. Successful ligation of the 5′ and 3′ homology arms was confirmed using PCR amplification. The resulting plasmids, pSB1250, pSB, pSB750, pSB500, and pSB250, were linearized using SpeI digestion, followed by heat inactivation, and transformed into Synechococcus sp. PCC 7002 as described above.
Three fluorescent proteins, hGFP, Ypet, and mOrange, were selected for expression in Synechococcus sp. PCC 7002. The hybrid GFP (hGFP) sequence includes mutations from both a FACS optimized GFP variant  (Accession Number: U73901), EGFP (Clontech, Accession Number: U55762), and GFPmut2 . All fluorescent protein genes were codon optimized for expression in Synechococcus sp. PCC 7002 using the online codon optimization tool from Integrated DNA Technologies (IDT). The promoter and terminator regions of the native rbc operon flank each of the fluorescent proteins, and the 5′ homology arm (500 bp) from NS2 was placed upstream of the rbc promoter. The entire fragment, containing the 5′ NS2 homology arm (NS2_5′), rbc promoter (Prbc), codon optimized fluorescent protein gene (FP), and rbc terminator (Trbc), was synthesized for each construct using IDT’s gBlocks gene fragments. A kanamycin resistance cassette (KmR) and the 3′ homology arm for NS2 (NS2_3′) were amplified using primers KmRF and NS2_3R and inserted downstream of the rbc terminator in each cassette using overlap PCR (see primers in Additional file 1: Table S1). Each PCR amplified linear integration cassette (NS2_5′-Prbc-FP-Trbc-KmR-NS2_3′) was purified and transformed into Synechococcus sp. PCC 7002 as described above.
To construct the NS2 genome integration plasmid with Ypet expression from the rbc promoter, the ypet integration cassette (NS2_5′-Prbc-Ypet-Trbc-KmR-NS2_3′) was amplified using primers to insert SacI and AvrII restriction sites at the 5′ and 3′ ends (Additional file 1: Table S1). This amplified PCR fragment and pSB were digested with SacI and AvrII and ligated to produce pSBPrbcYpet. To allow for exchange of the promoter region, Prbc was removed from pSBPrbcYpet, and KpnI and NdeI restrictions sites were added upstream of ypet to yield pSBYpet (see Additional file 1: Table S1 for primers). For each of the 24 native Synechococcus sp. PCC 7002 loci, 500 bp upstream of the start codon was amplified, digested, and ligated to pSBYpet, yielding plasmids for genome integration at NS2 (Additional file 1: Table S2). The promoter expression plasmids were digested with SpeI and transformed into Synechococcus sp. PCC 7002 as described above.
To estimate cell concentration of the Synechococcus sp. PCC 7002 cultures, optical density (OD) was measured at 730 nm using a PerkinElmer Lambda Bio spectrophotometer. DNA concentration was measured using 2 µL of purified DNA and a Nanodrop 2000 spectrophotometer.
A Jasco J-815 CD spectrometer was used to measure the fluorescence excitation and emission spectra of the strains engineered to express fluorescent proteins. The optimum excitation wavelength for each fluorescent protein was determined from an excitation scan at the optimum emission wavelengths (520 nm for hGFP, 565 nm for Ypet, and 600 nm for mOrange), and the optimum emission wavelength for each fluorescent protein was determined from an emission scan with near-optimum excitation wavelengths (465 nm for hGFP, 485 nm for Ypet, and 515 for mOrange). For each scan, the following settings were used: data pitch = 0.1 nm, sensitivity = 900 volts, Ex bandwidth = 10 nm, Em bandwidth = 10 nm, scanning speed = 100 nm/min, accumulations = 4.
For the promoter expression strains, 200 µL of appropriately diluted culture were placed in a Corning clear bottom 96-well plate, and a BioTek Synergy H4 microplate reader measured optical density at 730 nm. The microplate reader was also used to measure Ypet fluorescence of the promoter expression strains from 200 µL of culture in Costar black bottom 96-well plates with 485/20 nm excitation, 528/20 nm emission detection, a gain of 120, and a read height of 5 mm. Samples that saturated the detector under these conditions were diluted with A+ medium until the fluorescence emission was within the range of detection. Normalized fluorescence readings for each promoter were calculated by using linear interpolation to determine fluorescence readings for culture ODs matching those previously used during acquisition of RNA-seq data  (OD730 = 0.4, 0.7, 1.0, 3.0, and 5.0).
An Olympus IX71 confocal fluorescence microscope with a 60×/1.42 oil objective was used to analyze the fluorescent protein expressing strains of Synechococcus sp. PCC 7002. The culture samples (1.5 mL) were centrifuged at 5000×g for 5 min, and the cell pellets were resuspended in approximately 50 µL of supernatant to concentrate the culture. A 10 µL aliquot of each culture was placed on a glass microscope slide, covered with a no. 1.0 cover slip, and sealed with nail polish. A Prior Scientific Lumen 200PRO fluorescence illumination system with a Sutter Instrument Lambda 10-3 filter wheel was used to excite the samples. The Chroma Chl LP filter cube (Em > 600 nm) with 484 nm excitation was used to detect chlorophyll-a (Chl-a) fluorescence; the Semrock GFP-3035B-OMF-ZERO (Em 520/35 nm) filter cube with 484 or 500 nm excitation was used to detect hGFP and Ypet, respectively; and the Olympus DSU-MRFPHQ (Em 597.5/55 nm) filter cube with 534 nm excitation was used to detect mOrange. SlideBook 6 software was used for image acquisition. The images were imported into ImageJ , upon which Chl-a fluorescence was colored red; fluorescent protein fluorescence was colored green; and scale bars were added.
An Accuri C6 flow cytometer was used for analyzing the Synechococcus sp. PCC 7002 strains engineered with fluorescent proteins. The optimal flowrate for Synechococcus sp. PCC 7002 was determined to be medium speed (35 µL/min, 16 µm core size) based on the best correlation between hemocytometer and flow cytometer cell counts. A cutoff of 50,000 on FSC-H was set, and 20,000 events were recorded for each run. Each sample was diluted with A+ medium so that the number of events per second was less than 650, which was determined to be limit for accurate counting of Synechococcus sp. PCC 7002 cells.
Quantitative reverse transcriptase PCR (qRT-PCR)
To measure ypet expression levels under 12:12 light:dark conditions, 30 mL samples were extracted from cultures 6 h after the lights turned on and 6 h after the lights turned off after 5 days of incubation under diurnal conditions. The samples were placed in 50 mL ice-chilled, conical tubes and centrifuged at 3900×g for 4 min at 4 °C. The supernatant was decanted, and the cell pellets were immediately frozen in liquid nitrogen and stored at −80 °C until RNA extraction. A hot acid phenol extraction method was used for RNA extraction, as described previously for S. elongatus PCC 7942 . Any remaining DNA was removed from the RNA samples using the TURBO DNA-free kit (Ambion, Life Technologies). Isolated RNA was quantified using the Quant-iT RiboGreen RNA assay kit (Life Technologies) with fluorescence measured by a NanoDrop 3300 fluorospectrometer. Complementary DNA (cDNA) was synthesized using approximately 2 µg of RNA and a Superscript III First-Strand synthesis kit with random primers (Invitrogen, Life Technologies). Any remaining RNA was removed using RNase OUT, provided within the cDNA synthesis kit. The cDNA was diluted 10× and used as template with primers (200 µM final concentration) to amplify a 159 bp region within ypet (Additional file 1: Table S1) along with Power SYBR Green PCR Master Mix (Life Technologies) in an Applied Biosystems 7300 Real-Time PCR system for quantification. For relative quantification, rnpA, previously reported as a stable housekeeping gene for qPCR , was used as a reference gene with a 176 bp amplicon (see Additional file 1: Table S1 for primers). Three technical replicates were included for each sample along with no template and no reverse transcriptase controls. The three technical replicate CT values were averaged, and the 2−ΔΔCT method was used for relative quantification . Two biological replicates were analyzed for each promoter expression strain, and the average of these biological replicates is reported along with the standard deviation.
Genome integration tools for Synechococcus sp. PCC 7002
Physiological properties (linear growth rate and photosynthetic efficiency) of wild type Synechococcus sp. PCC 7002 and putative neutral site integration strains
Linear growth rate (OD730/h)
Photosynthetic efficiency (Fv’/Fm’)
Synechococcus sp. PCC 7002
0.0334 ± 0.0103
0.191 ± 0.0712
0.0371 ± 0.0149
0.203 ± 0.0422
0.0346 ± 0.00923
0.163 ± 0.0428
Fluorescent protein reporters for gene expression, microscopy, and flow cytometry
Fluorescent protein reporters are often used in chassis organisms to analyze gene expression or to determine the subcellular localization of a recombinant protein by fusing the target protein with the reporter. The use of fluorescent protein reporters in cyanobacteria is complicated by absorbance and fluorescence of native photosynthetic pigments. Therefore, fluorescent protein reporters for Synechococcus sp. PCC 7002 were selected based on the absorbance and fluorescence spectra for this host. Three fluorescent protein genes were codon optimized for expression in Synechococcus sp. PCC 7002: a hybrid green fluorescent protein gene (hgfp), a yellow fluorescent protein gene (ypet), and an orange fluorescent protein gene (morange) . The native rbc promoter and transcription terminator regions were placed upstream and downstream of each codon-optimized fluorescent protein gene; a kanamycin resistance cassette was placed downstream of the fluorescent protein operon; and 500 bp homology arms for genome integration at NS2 were placed as bookends for the entire insertion fragment. The resulting PCR fragments were used to generate engineered strains containing the three fluorescent protein reporters.
Native promoters as tools for recombinant gene expression
Comparison of expression level and regulatory pattern for RNA-seq results  and Ypet fluorescence for native Synechococcus sp. PCC 7002 promoters
Promoter gene locus
Native gene locus function
Correlation coefficient (Ypet vs RNA-seq)
Average RNA-seq (counts/total counts)
Average Ypet fluorescence (normalized to 7002)
RNA-seq (slope of counts/total counts vs. OD730)
Ypet fluorescence (slope of fluorescence vs. OD730)
1.322 ± 0.116*
Stationary phase (9.68E−04)
UDP-N-acetyl-D-mannosaminuronic acid transferase
1.073 ± 0.133
Stationary phase (1.63E−05)
1.038 ± 0.158
Linear phase (−1.77E−05)
1.137 ± 0.135*
1.239 ± 0.442
ATP synthase subunit I
1.186 ± 0.0919*
Linear phase (−2.73E−04)
1.087 ± 0.0914*
1.074 ± 0.0937
Stationary phase (9.41E−04)
1.075 ± 0.0967
Ribulose bisophosphate carboxylase, large subunit
4.153 ± 2.17*
Linear phase (−6.24E−04)
Stationary phase (2.88)
Allophycocyanin subunit beta
1.046 ± 0.0866
Linear phase (−2.75E−03)
Allophycocyanin subunit alpha
2.338 ± 0.197*
Linear phase (−1.51E−03)
Photosystem I P700 chlorophyll-a apoprotein A1
2.076 ± 0.237*
Stationary phase (0.744)
Photosystem I P700 chlorophyll-a apoprotein A2
1.059 ± 0.126
Stationary phase (2.42E−03)
Elongation factor G
1.038 ± 0.00945*
Acetyl-CoA carboxylase biotin carboxylase subunit
1.073 ± 0.0576*
1.205 ± 0.129*
Stationary phase (3.20E−05)
C-phycocyanin subunit alpha
1.129 ± 0.191
Linear phase (−4.85E−03)
31.88 ± 4.61*
Linear phase (−2.78E−05)
Stationary phase (35.4)
2.340 ± 0.199*
33.51 ± 6.28*
Linear phase (−2.79E−03)
Stationary phase (30.2)
1.061 ± 0.107
Stationary phase (3.90E−04)
1.108 ± 0.0762*
Stationary phase (9.99E−05)
1.490 ± 0.169*
Linear phase (−6.99E05)
3.486 ± 0.791*
Stationary phase (2.26E−03)
As the RNA-seq data was collected under continuous light conditions (250 µmol photons m−2 s−1) , the Ypet expression levels measured under continuous light in this study (60 µmol photons m−2 s−1) were used for comparison (Table 3). In general, the expression levels measured by Ypet fluorescence of the engineered strains were low; in fact, only 7 of the 25 promoters showed more than a 50% increase in Ypet fluorescence compared to the wild type. This includes moderate promoters, demonstrating an average 2- to 6-fold increase in Ypet fluorescence (PA1798, PA1930, PA1961, PA2531, and PA2813), and two strong promoters (PA2520 and PA2579) showing an average Ypet fluorescence increase of greater than 30-fold. The moderate promoters drive expression of genes involved in photosynthesis (A1930, A1961), carbon fixation (A1798), cell wall structure (A2813), and a hypothetical protein (A2531) in Synechococcus sp. PCC 7002, while the strong promoters both control hypothetical protein genes (A2520, A2579). Of the two adjacent gene loci analyzed in this study (A1929/A1930 and A1961/A1962), only the most 5′ promoter region showed significant Ypet expression (PA1930 and PA1961) while expression from the downstream loci promoters (PA1929 and PA1962) were indistinguishable from the wild type. Both the expression levels and regulatory patterns were inconsistent between the RNA-seq and Ypet expression data. Some of the highest counts per total counts from the RNA-seq data yielded very low Ypet expression (A0740, A1173, A1181, A2062, and A2210) while the second highest Ypet expression level was observed with a promoter from one of the lowest RNA-seq datapoints (A2520). Additionally, many of the engineered strains showed constitutive patterns of Ypet expression, despite the predicted trends from RNA-seq. This lack of correlation between RNA-seq and Ypet expression data is quantified by correlation coefficients, which were calculated across the growth profile (Table 2). Only one gene locus promoter has a correlation coefficient near one (PA2165), while many other loci promoters show strong negative correlations.
Fold-change in ypet gene expression under light conditions (6 h after lights on) compared to dark conditions (6 h after lights off) in promoter expression strains, 5 days after inoculation
1.01 ± 0.38
1.01 ± 0.25
1.29 ± 0.089
1.39 ± 0.34
1.31 ± 0.20
1.44 ± 0.54
1.41 ± 0.34
1.79 ± 0.39
1.85 ± 0.79*
1.16 ± 0.13
−1.09 ± 0.30
1.11 ± 0.017
−1.33 ± 0.30
1.03 ± 0.39
1.46 ± 0.23
1.21 ± 0.40
1.45 ± 0.015*
−1.34 ± 0.44
2.02 ± 0.90
1.35 ± 0.031
1.14 ± 0.45
1.45 ± 0.42
−1.05 ± 0.10
1.13 ± 0.31
2.28 ± 0.73
In an effort to determine the underlying sequences responsible for the expression levels and regulatory patterns observed in this study, we analyzed various groups of the characterized promoter sequences using the online Melina II program , which provides analysis from four different motif finder programs (Consensus, MEME, Gibbs, and MDscan). By analyzing all 25 Synechococcus sp. PCC 7002 promoters cloned in this study, a common motif was identified by all 4 programs with at least one motif identified in 11 of the putative promoters (Additional file 1: Figure S3A). Analysis of promoter subsets grouped by functional classification (strongly expressed, moderately expressed, and diurnally expressed promoters) revealed only one additional promoter motif in the moderately expressed promoters (Additional file 1: Figure S3B). The functional roles of these putative motifs remain to be investigated experimentally.
The DNA transformation process is the first step in constructing a genetically engineered strain, and as such, this process should be optimized for chassis organisms. In this study, we assessed two tools for improving transformation in Synechococcus sp. PCC 7002: neutral integration sites and the homology arm length required for genome integration via homologous recombination. By searching for large gaps in non-coding sequences within the Synechococcus sp. PCC 7002 genome, we identified and experimentally confirmed two putative neutral integration sites. It should be noted, however, that only standard growth conditions were tested in this study, and subsequent use of these integration sites under non-standard conditions must be tested with appropriate controls to confirm their neutrality. The longest homology arms tested in this study (1250 bp) yielded the highest transformation efficiency in Synechococcus sp. PCC 7002; in practice, however, genetic engineers must balance between improved transformation efficiencies and the expense of longer homology arms—either due to the cost of DNA synthesis or the additional time required to clone larger fragments rather than having them synthesized. The minimum length of homology arms was determined to be 250 bp for Synechococcus sp. PCC 7002. Interestingly, this is more than 200 bp longer than the minimum homology arms reported for E. coli [44, 45], suggesting that homologous recombination may be less efficient in Synechococcus sp. PCC 7002 or that native exonuclease activity may degrade the linearized plasmid containing the integration cassette. This homology arm length is similar to the 300 bp length reported previously for both Synechocystis sp. PCC 6803 and S. elongatus PCC 7942 . If the minimum homology arm length for genome integration in Synechococcus sp. PCC 7002 can be reduced, integration cassette construction may become more efficient, either through a lower cost of synthesizing the DNA cassette or the use of PCR primers to provide the homology arms, as reported previously for E. coli . The development of highly efficient DNA transformation and genome integration in Synechococcus sp. PCC 7002 will facilitate strain construction in this host and possibly enable the adoption of high throughput genetic engineering techniques .
Based on fluorescence excitation and emission properties, three fluorescent protein genes were expressed in Synechococcus sp. PCC 7002. We demonstrated the application of these fluorescent proteins as reporters for the quantification of gene expression, as labels for fluorescence microscopy, and as markers for selection via flow cytometry. These techniques may improve our fundamental understanding of Synechococcus sp. PCC 7002 and enable the manipulation of this microorganism for biotechnological applications. A potential limitation in the application of fluorescent proteins in cyanobacteria should be considered, however. The native photosynthetic pigments in cyanobacteria, namely the phycobiliproteins and chlorophyll-a, may (1) compete with the recombinant fluorescent protein for absorption of the incident light for excitation, (2) re-absorb fluorescence emitted by the fluorescent protein, and (3) emit fluorescence that affects the excitation or emission of the engineered fluorescent protein. This optical interference from native pigments should be carefully considered when designing experiments based on recombinant fluorescent proteins and during the interpretation of results. For example, the relatively low expression of Ypet for most promoter expression strains in this study may be influenced, at least in part, by optical interference from the photosynthetic pigments via reabsorption of the emitted Ypet fluorescence. In our laboratory, we have found a significant reduction in fluorescent protein signals in Synechococcus sp. PCC 7002 when compared to common microbial hosts such as E. coli (data not shown), yet a full analysis of transcript and protein levels remains to be conducted to confirm the cause of this reduced fluorescence.
In order to develop promoter tools for Synechococcus sp. PCC 7002 that can interface with the native regulatory system, we analyzed 24 native promoters selected based on their reported expression level and regulatory pattern from previous RNA-seq data collected by the Bryant laboratory . By measuring fluorescence produced from these promoters in modified Synechococcus sp. PCC 7002, we found very poor correlation with the RNA-seq expression data. The discrepancy may be due, in part, to the fact that the fluorescent protein signal has a much longer half-life (>1 day) than the mRNA (<2 min) [48, 49], yet this would only explain an increase in Ypet fluorescence compared to the RNA-seq data. To improve accuracy in expression studies, a degradation tag may be added to the fluorescent protein to reduce the half-life to approximately 1 h, as recently reported in Synechocystis sp. PCC 6803 . The lack of correlation between transcript and protein levels is not particularly surprising, given that similar data has been reported for other organisms . Overall, the results of this study suggest that transcriptomic data should not be the basis for promoter tool development in Synechococcus sp. PCC 7002.
Characterized promoter tools for recombinant gene expression are essential for chassis development. The rbc promoter is commonly used as a strong promoter for expression in cyanobacterial hosts, yet only moderate levels of expression were detected from the rbc promoter in Synechococcus sp. PCC 7002 (Fig. 4). We identified two strong promoters in Synechococcus sp. PCC 7002, PA2520 and PA2579, which demonstrated more than fivefold higher expression than that measured from the rbc promoter. Both of these promoters drive expression of hypothetical protein genes in Synechococcus sp. PCC 7002, which may perform important functions based on their high expression levels. While expression level is the typical metric for characterizing promoters, diurnal regulation is also an important metric for a cyanobacterial chassis. By analyzing mRNA levels of ypet, PA2520 and PA2813 were identified as having more than a twofold increase in expression under light conditions compared to dark, while PA1731 and PA1181 had more moderate, but still significant (>1.5-fold), increases. As such, these promoters may be useful tools for engineering diurnal control of recombinant gene expression. Interestingly, the rbc promoter showed reduced Ypet expression under diurnal light conditions (Fig. 4), yet there was no significant change in the ratio of ypet expression under light vs. dark conditions (Table 4). This suggests that expression from the rbc promoter may be constitutively lower under diurnal conditions or that a finer time resolution of transcript levels is needed to detect diurnal changes. Overall, this study identified and characterized two strong promoters and five moderate promoters as tools for controlling gene expression in Synechococcus sp. PCC 7002. Furthermore, two strong and two moderate promoters were determined to have diurnally regulated expression, with increased expression under light conditions.
Genetic tool development for cyanobacterial chassis is still at an early stage. This study, along with other recent efforts in cyanobacterial tool development [26, 28], aims to advance Synechococcus sp. PCC 7002 as a ‘green’ chassis, enabling the biological production of useful metabolites from CO2 and sunlight to support industries including biofuels, nutraceuticals, and specialty chemicals. In addition to industrial applications, these genetic tools will help to advance our fundamental understanding of cyanobacteria and their functional role in the Earth’s ecosystems.
AMR conceived of the study, constructed all engineered strains, conducted experiments (testing of neutral integration site strains, optimization of homology arm length, fluorescent protein analysis, and promoter expression strain testing), performed data analysis, and drafted the manuscript. TJJ assisted with experiments and analysis for optimization of homology arm length and promoter expression strain testing. LMS contributed to the promoter expression experiments and associated data analysis. All authors read, edited, and approved the final manuscript.
The authors acknowledge Dr. Bryan Carson (Sandia National Laboratories) for his generosity in sharing equipment.
The authors declare that they have no competing interests.
Availability of data and material
The datasets supporting the conclusions of this article are included within the article and its additional files.
Ethics approval and consent to participate
This manuscript does not include data collected from humans or animals.
This work was supported by Laboratory Directed Research and Development funds at Sandia National Laboratories. Sandia is a multi-program laboratory operated by Sandia Corporation, a Lockheed Martin Company, for the United States Department of Energy under Contract DE-ACO4-94AL85000.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), 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/1.0/) applies to the data made available in this article, unless otherwise stated.
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