Abstract
Luciferases are often used as a sensitive, versatile reporter in cell-free transcription-translation (TXTL) systems, for research and practical applications such as engineering genetic parts, validating genetic circuits, and biosensor outputs. Currently, only two luciferases (Firefly and Renilla) are commonly used without substrate cross-talk. Here we demonstrate the expansion of the cell-free luciferase reporter system, with two orthogonal luciferase reporters: N. nambi luciferase (Luz) and LuxAB. These luciferases do not have cross-reactivity with the Firefly and Renilla substrates. We also demonstrate a substrate regeneration pathway for one of the new luciferases, enabling long-term time courses of protein expression monitoring in the cell-free system. Furthermore, we reduced the number of genes required in TXTL expression, by engineering a cell extract containing part of the luciferase enzymes. Our findings lead to an expanded platform with multiple orthogonal luminescence translation readouts for in vitro protein expression.
Subject terms: Biochemistry, Biological techniques, Biotechnology, Synthetic biology
Introduction
The cell-free transcription-translation (TXTL) is a widely used in vitro protein expression system for synthetic biology1–3. E. coli-based TXTL has been expanding its usage with intensive engineering efforts4–8. By coupling with reporter genes, TXTL can be used for many applications, such as viral detection9, metabolic modeling10, toxin detection11, biosensors12, and genetic circuit validation13. In TXTL, the most common reporter genes are luciferases and fluorescent proteins. While luciferases have a higher signal-to-noise ratio than fluorescence proteins11, they cannot be used to measure long-term kinetics, due to the nature of the flash reaction substrate-dependency. Thus, fluorescent proteins are preferred for measuring gene expression dynamics. Furthermore, both fluorescent proteins and luciferases are limited for their multiplexing capacity. The fluorescent proteins are limited to about four to five colors for a simultaneous measurement due to their broad emission spectra14. As for luciferases, although emission filters allow multiple measurements up to around six15,16, the number of available substrates without cross-reactivity is low. The most commonly used substrates are D-luciferin (for Firefly luciferase) and coelenterazine (for Renilla luciferase). Vargulin was recently reported for an additional no-cross-reactive substrate with Cypridina luciferase17.
Here we address two needs of the luciferase reporter systems in TXTL: expanding multiplexing capabilities, and enabling long-term kinetics measurements. We also demonstrate a TXTL extract preparation that enables the use of luciferase with minimal burden on TXTL resources.
Results and discussions
We explored luciferase variants without substrate cross-reactivity, to construct luciferase pathways independent of substrate supplementation, and to optimize their reactions for TXTL. We focused on two luciferase systems: fungal- and bacterial-luciferases. Neither of those luciferases was previously used in TXTL, and both are capable of substrate regeneration18–23.
New luciferase-substrate systems for TXTL
Here we report a successful demonstration of using fungal and bacterial luciferase-substrate systems in a bacterial TXTL. To our knowledge, neither of the reaction has been reported in TXTL.
The fungal luciferase reaction (H3H-Luz) consists of Neonothopanus nambi (N. nambi) luciferase (Luz) and N. nambi hispidin-3-hidroxylase (H3H). H3H converts hispidin, a commercially available chemical, to 3-hydroxyhispidin, and Luz yields light by reacting with 3-hydroxyhispidin (Fig. 1A)18–20. We first tested the H3H-Luz luciferase activity in TXTL. To test their activities, we individually cloned H3H and Luz genes into a vector plasmid designed for T7 RNA polymerase-coupled TXTL expression24, and confirmed the H3H-Luz system generated luminescence (Fig. 1B). In the reaction, we added hispidin as the substrate and NADPH as the co-factor.
The bacterial luciferase reaction (LuxAB-Fre) consists of LuxAB and NAD(P)H-flavin reductase (Fre). LuxAB is a luciferase complex that yields light by converting reduced flavin (FMNH2) and long-chain aldehydes into oxidized flavin mononucleotide (FMN) and the corresponding long-chain acids21. We combined LuxAB with Fre to reduce FMN back to FMNH2 (Fig. 1C)22,25. We cloned LuxA, LuxB, and Fre genes into the same vector plasmid used for H3H and Luz and confirmed the luminescence generation (Fig. 1D). We added octanaldehyde, FMN, and NADPH into the LuxAB-Fre luciferase reaction. Based on the mechanism known for LuxAB, ATP is not the essential compound21,25; however, we found ATP enhances luminescence (Fig. 1D). Thus, we supplemented ATP for the later reactions. Additionally, we tested three different long-chain fatty aldehydes with the LuxAB-Fre system and confirmed that all tested aldehydes generated luminescence (Fig. 1E). Since octanaldehyde showed strong luminescence and high solubility in the reaction, we chose octanaldehyde as the standard substrate in this report.
Substrate specificities among different luciferase systems
Next, we examined the substrate specificities of H3H-Luz and LuxAB-Fre by comparing the widely used luciferase-substrate pairs: Firefly luciferase (FLuc)-D-luciferin, Renilla luciferase (RLuc)-coelenterazine h, and Nano luciferase (NanoLuc)-furimazine (Fig. 2A). First, we tested those substrates individually. Except for NanoLuc, all the luciferases showed significantly stronger luminescence with the substrate supposed to react than others (Fig. 2B). Then, we prepared a mixture of all four substrates (All mixture: D-luciferin, coelenterazine h, hispidin, and octanaldehyde). We tested each luciferase to see differences in the luminescence with “All mixture” or “All minus one,” which is without a suitable substrate. We omitted the NanoLuc-furimazine pair from this experiment because NanoLuc reacted with both coelenterazine h and furimazine (Fig. 2B). FLuc, RLuc, H3H-Luz, and LuxAB-Fre showed expected luminescence patterns; only the “All mixture” luminesced and the “All minus one” did not (Figs. 2C–F, S1). FLuc showed slight luminescence with the “All minus one” because of the reactivity with coelenterazine h (Fig. S2). Because the signal-to-noise ratio was significantly different, we considered this the success of differentiation. We also confirmed the enzyme expressions in the reactions by Western blot analysis (Fig. S3). The LuxAB-Fre reaction is not shown in Fig. S1, because His-tagged Fre did not show up on the membrane (LuxA and LuxB were not attached to His-tags). His-tagged Fre was detected on a membrane when expressed by itself (Fig. S4). We think the absence of the Fre band in the LuxAB-Fre reaction was because the resource competition of expressing three genes reduced each enzyme expression, resulting in invisible bands on the blot membrane. Since we detected the luminescence, we consider the enzymes were still expressed enough to generate measurable luminescence.
Substrate regeneration with LuxABCDE-Fre system
We propose that the LuxAB-Fre system be used for continuous luminescence reaction. LuxCDE, a protein complex encoded in another part of the LuxABCDE operon, reduces long-chain fatty acids into corresponding long-chain fatty aldehydes21. After the luminescence, Fre and LuxCDE can convert the FMN and long-chain fatty acids back to the LuxAB substrates. Thus, LuxABCDE-Fre can self-replenish its substrates consistently (Fig. 3A). First, we tested the luminescence production from long-chain fatty acids. This reaction requires LuxCDE to reduce long-chain fatty acids to the corresponding aldehydes. All the long-chain fatty acids we tried (octanoic acid, decanoic acid, dodecanoic acid, and tetradecanoic acid) generated luminescence (Fig. 3B). The reaction with octanaldehyde was a positive control to ensure the LuxAB-Fre working (Fig. 3B). Next, we tested whether the LuxABCDE-Fre system can regenerate the substrate to give continuous luminescence. We added the substrate (decanoic acid or octanaldehyde) into the TXTL that had expressed LuxAB-Fre and LuxCDE to incubate at 25 °C. The luminescence was measured at 0, 0.5, 1, 6, and 8 h. Only the reaction containing all the LuxABCDE-Fre enzymes retained the luminescence over 8 h (Figs. 3C, S5).
The current limitation of the LuxABCDE-Fre substrate regeneration is that we need separately express LuxAB-Fre and LuxCDE in two TXTL reactions. We tried expressing LuxABCDE-Fre in a single TXTL reaction; however, we did not detect luminescence. For the practical applications using the entire pathway, further optimization of TXTL conditions is required. We believe this demonstrated substrate regenerative pathway is still useful, particularly once we achieve the control of larger, multiple gene networks in TXTL.
We tried to reconstitute another substrate regeneration pathway from the fungal system. After Luz produces light and caffeylpyruvic acid, CPH, Hisps, and NPGA convert caffeylpyruvic acid back to hispidin (Fig. S6)18–20. However, we could not reproduce those reactions in TXTL, probably because we could not identify co-factors required for the reaction, or E. coli TXTL might not be suitable for post-translational modifications required for some, still unidentified, eukaryotic enzymes. For further detail of troubleshooting for this project, see the supplemental information section, “Efforts to engineer the fungal luciferase substrate regeneration pathway”.
TXTL with reduced metabolic load on host cells
Since TXTL is a self-contained biochemical reaction, fewer genes are preferred to avoid resource competitions, which often results in poor protein expression efficiency. The H3H-Luz system, requires two genes for the reporter gene assay, may add extra metabolic burdens to TXTL compared to other single gene luciferases, such as FLuc and RLuc. To reduce the number of genes required for the reporter assay, we prepared a cell-free extract containing H3H in advance; we only needed to express Luz in TXTL for luminescence. We used E. coli carrying H3H plasmid in the cell-free extract preparation (Fig. 4A). This plasmid encodes the H3H gene under the E. coli constitutive promoter, sigma 70 promoter. We confirmed that H3H pre-expressed TXTL luminesced as Luz expressed in the presence of hispidin, while the minus Luz reaction did not (Figs. 4B, S7, S8).
We also tried this metabolic burden reduced TXTL with the LuxAB-Fre system; however, we did not make the system work with our settings. We could not detect any luminescence with TXTL using an E. coli extract containing all the enzymes except LuxA or LuxB.
The capacity for reporter gene fusions
Next, because reporter genes are often attached to another gene of interest, we decided to demonstrate Luz’s capacity for reporter gene fusions. We prepared two Luz-fusion constructs: His-eGFP-Luz and Luz-eGFP-His (described as N-term and C-term) 2 × GS-linkers (GGGGS) were inserted between the eGFP and Luz genes. We chose eGFP as another part of a fusion protein because of the easiness of its expression measurement, and chose GS-linker because of the most used peptide linkers. Both N-term and C-term Luz fusion constructs luminescent, although the signal intensities were lower than the Luz without eGFP fusion (Fig. 5A). The eGFP fluorescence was stronger for the N-term eGFP fusion when those fusion constructs were expressed in TXTL (Fig. 5B). 3 × GS-linkers did not improve the protein expressions compared to the 2 × GS-linkers (Figs. S9, S10). Altogether, we claim that a protein can be fused on either terminal of Luz; however, linking a protein of interest in the N-term of Luz might work better, based on the eGFP fluorescence measurement.
We tried LuxA and LuxB as reporter gene fusions; however, we could not find a construct that both fluoresced and luminesced (Fig. S11, S12, S13). We think there is still a chance that LuxA and LuxB can be used as fusion constructs with further optimizations of the combination of linkers and fusion partners.
Optimization of the HiBiT-LgBiT system for TXTL
We demonstrated another metabolic burden-reduced TXTL with NanoLuc. NanoLuc can be split into two parts: LgBiT (18 kDa subunit derived from N-term NanoLuc) and HiBiT (1.3 kDa peptide, 11 amino acids, derived from C-term NanoLuc)26,27. First, we made HiBiT constructs linking with eGFP on either end of HiBiT. Those constructs successfully fluoresced, and the signal was stronger for eGFP on the C-term of HiBiT (Figs. 6A, S14). To make a cell-free extract, we used E. coli carrying a plasmid of the LgBiT gene, a bigger fragment of NanoLuc. This LgBiT-carrying TXTL only requires 11 amino acids (HiBiT) expression for luminescence generation (Fig. 6B). With end-point measurement, we confirmed the N-term and C-term HiBiT fusion constructs generated brighter signals than NanoLuc in the LgBiT carrying TXTL, and the N-term fusion produced the brightest luminescence (Fig. 6C). Next, we measured the kinetics of luminescence during the HiBiT expressing TXTL reactions. HiBiT with C-term eGFP fusion generated luminescence earlier (max at 10 min) than with N-term eGFP fusion (max at 40 min) (Figs. 6D, S15, S16). This timing differences are probably because the N-term eGFP fusion construct cannot complete NanoLuc formation and luminesce until the whole GFP-NanoLuc is expressed. In contrast, the C-term fusion expresses HiBiT first.
Summary and perspectives
In this work, we established the use of two new luciferase systems as protein expression reporters in cell-free translation systems, and we demonstrated a technique that minimizes the metabolic burden on TXTL while using the split luciferase assay. The work presented in this paper expands the toolbox of luminescent protein reporters for cell-free applications, building a more complete and versatile platform for a variety of cell-free and synthetic cell applications.
Materials and methods
DNA oligonucleotides were purchased from Integrated DNA Technologies (IDT). Thermal cyclers used for sample incubation were Bio-Rad T100 thermo cyclers running software version 1.201. A plasmid for fungal luciferase pathway, P307-FBP_6, was a gift from the Daniel Voytas lab at the University of Minnesota20. Cloning vector plasmids, pCI-T7Max-UTR1-CTerminus8xHis-T500 and pCI-T7Max-UTR1-NTerminus8xHis-T500, were obtained from our lab stock24. Plasmids for other luciferases, pGreen_dualluc_3'UTR_sensor, pGEN-luxCDABE, pUAS-NanoLuc, and pBad-LgBiT-PhoCl1-SmBiT-MBP, were purchased from Addgene28–30.
TXTL reactions
This protocol was adapted from Noireaux4 and Jewett5 protocols. The Rosetta 2 (Novagen, 71,400) cell extract preparation was followed by the method described previously31 with one modification. A 750 ml 2xYPTG was grown at 30 °C instead of 37 °C. For H3H or LgBiT containing TXTL, Rosetta 2-derived strains carrying pLumi-H3H or pLumi-LgBiT were used for cell extract preparation. The electrocometent cells were prepared from Rosetta 2 E. coli, and the plasmid, pLumi-H3H or pLumi-LgBiT, was transformed. The successful transformant was selected through ampicillin resistance.
Cell‐free transcription‐translation (TXTL) reactions were composed of the following: 12 mM Magnesium glutamate; 140 mM potassium glutamate; 1 mM DTT; 1.5 μM T7 RNA polymerase; 0.4 U/µl Murine RNase Inhibitor (NEB, M0314S); 1 × cell-free prep; 1 × energy mix; and 1 × amino acid mix. The plasmid concentrations were 15 nM. Unless otherwise specified, the TXTL reactions were incubated at 30 °C for 8 h, followed by 4 °C hold.
10 × Energy mix composition was the following: 500 mM HEPES, pH 8; 15 mM ATP; 15 mM GTP; 9 mM CTP; 9 mM UTP; 2 mg/mL E. coli tRNA; 0.68 mM Folinic Acid; 3.3 mM NAD; 2.6 mM Coenzyme-A; 15 mM Spermidine; 40 mM Sodium Oxalate; 7.5 mM cAMP; 300 mM 3-PGA.
10 × amino acid mix was prepared by mixing 20 mM of the following amino acids: alanine, arginine, asparagine, aspartic acid, cysteine, glutamic acid, glutamine, glycine, histidine, isoleucine, leucine, lysine, methionine, phenylalanine, proline, serine, threonine, tryptophan, tyrosine, and valine. Those amino acids were dissolved in pH 6.5, 400 mM potassium hydroxide solution.
Western blot analysis
The Western blot was performed with a method described previously24. The samples were fractionated on a 37.5:1 acrylamide:bis-acrylamide SDS-page gel at 100 V in 800 ml 1 × SDS running buffer (25 mM Tris, 192 mM Glycine, 3.5 mM SDS). The gel percentage and fractionation time varied and are indicated on each figure. The blots were imaged by ChemiDoc MP Imaging System with Image Lab Software (BIORAD), with the image application Blots, Chemi hi sensitivity reagent and Colorimetric. The chemiluminescent blot image and colorimetric image of the same blot were combined using the software merging function.
Luciferase assays
Substrate preparation
The chemicals used in the luciferase assay were as follows: FMN-Na (Alfa Aesar, J66949.09), NADPH (Cayman Chemical Company, 9000743), ATP (Larova GmbH, ATP_100ML), D-luciferin (Cayman Chemical Company, 25836), coelenterazine (Cayman Chemical Company, 16123), coelenterazine H (Promega, S2011), frimazine (Aoblous, AOB36539), hispidin (Cayman Chemical Company, 10012605), octanaldehyde (Fisher Scientific, O004425ML), decyl aldehyde (Fisher Scientific, AC154971000), dodecyl aldehyde (fisher scientific), octanoic acid (Fisher Scientific, O002725ML), decanoic acid (Fisher Scientific, AC167271000), dodecanoic acid (Fisher Scientific, S25377), tetradecanoic acid (Fisher Scientific, AAA1206730). D-luciferin, furimazine, and hispidin were dissolved in DMSO as 10 mM stocks. Coelenterazine and Coelenterazine H were dissolved in ethanol as 10 mM stocks. Long-chain fatty aldehydes and acids were dissolved in ethanol as 500 mM stocks. Dodecyl aldehyde was not soluble in 100% ethanol at the concentration of 500 mM; we used the suspension with vortexing each time.
Luminescence measurement setting
The luminescence measurements were performed with SpectraMax Gemini EM Microplate Reader or SpectraMax Gemini Microplate Reader. The readings were performed by measuring the luminescence of all the wavelengths with readings “6” and photomultiplier tube (PMT) setting “medium”. 15 µl of samples were transferred to a 384 well white flat bottom assay plate (Corning®, 3705) and measured. For the kinetics measurements, the plate was sealed tightly to avoid evaporation.
End-point luciferase assay
Enzymes were expressed in 20 μl TXTL with each plasmids’ concentration of 15 nM at 30 °C for 6 h. Then, in 50 μl luciferase reactions, the 20 μl TXTL, substrates, and co-factors were mixed. The substrate concentrations were 1 mM for aldehydes (octanaldehyde, decyl aldehyde, or dodecyl aldehyde) or 10 μM for other substrates (D-luciferin, coelenterazine H, Furimazine, and Hispidin). FLuc reaction contained 5 mM MgCl2 and 1 mM ATP; fungal luciferase (H3H-Luz) reaction contained 1 mM NADPH; LuxAB + Fre reaction contained 100 μM FMN, 1 mM NADPH, and 1 mM ATP. For multiplexing assay, luciferase reactions were prepared with “All” the substrates or “All minus one” substrate. The substrate concentrations were 1 mM for octanaldehyde and 10 μM of other substrates (D-luciferin, coelenterazine H, Furimazine, and Hispidin). The reaction also contained 1 mM MgCl2, 1 mM ATP, 1 mM NADPH, and 100 μM FMN.
Immediately after mixing the reaction, luminescence was measured by a plate reader. For the control, water was added instead of the components.
LuxCDABE-Fre substrate regeneration assay
For the end-point measurement, TXTL 1 and TXTL 2 were prepared separately. TXTL 1 contained 15 nM LuxA, LuxB, and Fre plasmids, and TXTL 2 contained 15 nM LuxC, LuxD, and LucE plasmids. After incubating TXTL at 30 °C for 6 h, luciferase reactions were prepared with TXTL 1 and 2. The 50 μl luciferase reactions contained 20 μl TXTL 1, 20 μl TXTL 2, 100 μM FMN, 1 mM NADPH, 1 mM ATP, and 1 mM substrates (octanoic acid, decanoic acid, dodecanoic acid, 1-tetradecanoic acid, or octanaldehyde.) Immediately after mixing the luciferase reaction, the luminescence was measured by a plate reader. For the control reaction, water was added into the TXTL instead of the plasmid. The reaction components for the kinetics measurement were the same as the end-point measurement. The reading was performed every 5 min for 8 h.
eGFP fluorescence measurement
The fluorescence was measured at λex 488 nm and λem 509 nm with plate reader PMT setting “medium” and 6 reads per well. All fluorescence measurements were performed on SpectraMax. For the endpoint measurement, 19 μl of TXTL reaction was transported into a 384 black bottom well plate to measure.
RT-qPCR
The DNA in 2 μl of TXTL reaction was degraded with 0.5 μl of TURBO DNase (2 U/μl, Invitrogen, AM2238) at 37 °C for 30 min. The TXTL reaction was quenched by addition of 15 mM EDTA and incubated at 75 °C for 10 min. The denatured proteins were pelleted through centrifugation at 3200 × g for two minutes. To prepare a 20 μl reverse transcription reaction, 2 μl of DNase-treated sample was mixed with 1 μM reverse primer (Luz: TTTGGCATTCTCGACGATTTTAC, HiBiT-eGFP fusion constructs: GATCCCGGCGGC), 10 mM DTT, 0.5 mM dNTP (Denville, CB4430-2), 5 U/μl protoscript II reverse transcriptase (NEB, M0368X), 1 × protoscript II reverse transcriptase buffer, and 0.4 U/μl Murine RNase Inhibitor (NEB, M0314S). The reverse transcription was performed at 42 °C for one hour, followed by the inactivation at 65 °C for 20 min. A 25 μl qPCR reaction was performed by mixing the following: 1 μl of the reverse transcribed DNA, 0.8 μM forward (Luz: CTGTGGAGTTGTCCTCG, HiBiT-eGFP fusion constructs: AAGTTCATCTGCACCACC) and reverse (Luz: GTGTGAGGTAATACTCGGTC, HiBiT-eGFP fusion constructs: TTGAAGTCGATGCCCTTC) primers, 1 × OneTaq Hot Start 2X Master Mix with Standard Buffer (NEB, M0484L), and 1 × Chai Green Dye (CHAI, R01200S). The qPCR was performed on CFX96 Touch Real-Time PCR Detection System (BioRad). The thermocycling program was set up as follows: one cycle of 30 s denaturation at 95 °C, 30 cycles of 15 s denaturation at 95 °C, 15 s annealing at 50 °C, 30 s extension at 68 °C, and one cycle of five minutes final extension at 68 °C. The amplification curves plotted through CFX Maestro Software to determine Cq values and averaged across three replicates of each sample were calculated separately.
Supplementary Information
Acknowledgements
We thank Dr. Arjun Khakhar for providing insights and information on the fungal luciferase pathway. We thank Dr. Daniel Voytas and Dr. Arjun Khakhar for the gift of the plasmid containing five enzymes for the fungal luciferase pathway. We thank Dr. Vincent Noireaux for the gift of T7 RNA polymerase plasmid. We thank Evan Kalb for the discussion of the HiBiT/LgBiT luciferase system. This work was supported by NIH award 5R01MH114031 RNA Scaffolds for Cell Specific Multiplexed Neural Observation, NASA award 80NSSC18K1139 Center for the Origin of Life—Translation, Evolution And Mutualism, NSF award 1807461 SeMiSynBio Very Large scale genetic circuit design and automation, NSF award 1840301 RoL:FELS:RAISE Building and Modeling Synthetic Bacterial Cells, and the Funai Foundation for Information Technology.
Author contributions
W.S. and K.P.A. conceived the project, W.S., M.S. and C.D. performed experiments, W.S., A.E.E. and K.P. Analyzed the data, W.S. and K.P.A. wrote the manuscript, all authors edited the manuscript.
Data availability
All relevant data are within the manuscript and its supplementary Information file.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-022-15624-6.
References
- 1.Marshall, R. & Noireaux, V. Synthetic Biology with an All E. coli TXTL System: Quantitative characterization of regulatory elements and gene circuits. In Methods in Molecular Biology 61–93 (2018) [DOI] [PubMed]
- 2.Koch M, Faulon JL, Borkowski O. Models for cell-free synthetic biology: Make prototyping easier, better, and faster. Front. Bioeng. Biotechnol. 2018;6:1–6. doi: 10.3389/fbioe.2018.00182. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Dubuc E, et al. Cell-free microcompartmentalised transcription–translation for the prototyping of synthetic communication networks. Curr. Opin. Biotechnol. 2019;58:72–80. doi: 10.1016/j.copbio.2018.10.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Sun ZZ, et al. Protocols for implementing an escherichia coli based TX-TL cell-free expression system for synthetic biology. J. Vis. Exp. 2013 doi: 10.3791/50762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Kwon Y-C, Jewett MC. High-throughput preparation methods of crude extract for robust cell-free protein synthesis. Sci. Rep. 2015;5:8663. doi: 10.1038/srep08663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Nagaraj VH, Greene JM, Sengupta AM, Sontag ED. Translation inhibition and resource balance in the TX-TL cell-free gene expression system. Synth. Biol. 2017;2:1–7. doi: 10.1093/synbio/ysx005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Shi X, Wu T, Cole M, C, K Devaraj N, Joseph S, Optimization of ClpXP activity and protein synthesis in an E. coli extract-based cell-free expression system. Sci. Rep. 2018;8:3488. doi: 10.1038/s41598-018-21739-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Garenne D, Thompson S, Brisson A, Khakimzhan A, Noireaux V. The all-E. coliTXTL toolbox 3.0: New capabilities of a cell-free synthetic biology platform. Synth. Biol. 2021;6:1–8. doi: 10.1093/synbio/ysab017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Hunt JP, et al. Towards detection of SARS-CoV-2 RNA in human saliva: A paper-based cell-free toehold switch biosensor with a visual bioluminescent output. N. Biotechnol. 2022;66:53–60. doi: 10.1016/j.nbt.2021.09.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Marshall R, Noireaux V. Quantitative modeling of transcription and translation of an all-E. coli cell-free system. Sci. Rep. 2019;9:1–12. doi: 10.1038/s41598-018-37186-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Voyvodic PL, et al. Plug-and-play metabolic transducers expand the chemical detection space of cell-free biosensors. Nat. Commun. 2019;10:1697. doi: 10.1038/s41467-019-09722-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Arce A, et al. Decentralizing cell-free RNA sensing with the use of low-cost cell extracts. Front. Bioeng. Biotechnol. 2021;9:1–11. doi: 10.3389/fbioe.2021.727584. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Westbrook A, et al. Distinct timescales of RNA regulators enable the construction of a genetic pulse generator. Biotechnol. Bioeng. 2019;116:1139–1151. doi: 10.1002/bit.26918. [DOI] [PubMed] [Google Scholar]
- 14.Zimmermann T, Marrison J, Hogg K, O’Toole P. Clearing up the signal: Spectral imaging and linear unmixing in fuorescence microscopy. In: Paddock SW, editor. Confocal Microscopy: Methods and Protocols. New York: Springer; 2014. pp. 129–148. [DOI] [PubMed] [Google Scholar]
- 15.Sarrion-Perdigones A, et al. Examining multiple cellular pathways at once using multiplex hextuple luciferase assaying. Nat. Commun. 2019;10:5710. doi: 10.1038/s41467-019-13651-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Sarrion-Perdigones A, et al. Simultaneous examination of cellular pathways using multiplex hextuple luciferase assaying. Curr. Protoc. Mol. Biol. 2020;131:1–27. doi: 10.1002/cpmb.122. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Moroz MA, et al. Introducing a new reporter gene, membrane-anchored Cypridina luciferase, for multiplex bioluminescence imaging. Mol. Ther. Oncolytics. 2021;21:15–22. doi: 10.1016/j.omto.2021.03.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Kotlobay AA, Sarkisyan KS, Mokrushina YA, Marcet-houben M. Genetically encodable bioluminescent system from fungi. Proc. Natl. Acad. Sci. 2018 doi: 10.1073/pnas.1803615115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Mitiouchkina T, et al. Plants with genetically encoded autoluminescence. Nat. Biotechnol. 2020;38:944–946. doi: 10.1038/s41587-020-0500-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Khakhar A, et al. Erratum: Correction: Building customizable auto-luminescent luciferase-based reporters in plants (eLife (2020) 9 PII: e60938) Elife. 2020;9:1–18. doi: 10.7554/eLife.60938. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Brodl E, Winkler A, Macheroux P. Molecular mechanisms of bacterial bioluminescence. Comput. Struct. Biotechnol. J. 2018;16:551–564. doi: 10.1016/j.csbj.2018.11.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Iqbal M, et al. Reconstructing promoter activity from Lux bioluminescent reporters. PLoS Comput. Biol. 2017;13:1–13. doi: 10.1371/journal.pcbi.1005731. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Olsson O, et al. Engineering of monomeric bacterial luciferases by fusion of luxA and luxB genes in Vibrio harveyi. Gene. 1989;81:335–347. doi: 10.1016/0378-1119(89)90194-7. [DOI] [PubMed] [Google Scholar]
- 24.Deich, C. et al. T7Max transcription system 10.1101/2021.10.17.464727 (2021).
- 25.Fieschi F, Nivière V, Frier C, Décout JL, Fontecave M. The mechanism and substrate specificity of the NADPH: Flavin oxidoreductase from Escherichia coli. J. Biol. Chem. 1995;270:30392–30400. doi: 10.1074/jbc.270.51.30392. [DOI] [PubMed] [Google Scholar]
- 26.Dixon AS, et al. NanoLuc complementation reporter optimized for accurate measurement of protein interactions in cells. ACS Chem. Biol. 2016;11:400–408. doi: 10.1021/acschembio.5b00753. [DOI] [PubMed] [Google Scholar]
- 27.Schwinn MK, et al. CRISPR-mediated tagging of endogenous proteins with a luminescent peptide. ACS Chem. Biol. 2018;13:467–474. doi: 10.1021/acschembio.7b00549. [DOI] [PubMed] [Google Scholar]
- 28.Lane MC, Alteri CJ, Smith SN, Mobley HLT. Expression of flagella is coincident with uropathogenic Escherichia coli ascension to the upper urinary tract. Proc. Natl. Acad. Sci. 2007;104:16669–16674. doi: 10.1073/pnas.0607898104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Liu Q, Wang F, Axtell MJ. Analysis of complementarity requirements for plant MicroRNA targeting using a nicotiana benthamiana quantitative transient assay. Plant Cell. 2014;26:741–753. doi: 10.1105/tpc.113.120972. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Lu X, et al. Photocleavable proteins that undergo fast and efficient dissociation. Chem. Sci. 2021;12:9658–9672. doi: 10.1039/D1SC01059J. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Gaut NJ, et al. Programmable fusion and differentiation of synthetic minimal cells. ACS Synth. Biol. 2022 doi: 10.1021/acssynbio.1c00519. [DOI] [PubMed] [Google Scholar]
- 32.Quan J, Tian J. Circular polymerase extension cloning for high-throughput cloning of complex and combinatorial DNA libraries. Nat. Protoc. 2011;6:242–251. doi: 10.1038/nprot.2010.181. [DOI] [PubMed] [Google Scholar]
- 33.Kim J-M, et al. Characterization of NpgA, a 4′-phosphopantetheinyl transferase of Aspergillus nidulans, and evidence of its involvement in fungal growth and formation of conidia and cleistothecia for development. J. Microbiol. 2015;53:21–31. doi: 10.1007/s12275-015-4657-8. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data are within the manuscript and its supplementary Information file.