Screening for electrically active promoters |
Synthetic biologist have developped biological actuators[6] that allow for control of gene expression through chemical induction, optogenetics and, more recently, electrogenetics[7]. As these advances enable important advances in manufacturing with lower carbon footprint[8], environmental sensing, bio-remediation, scaling of these technology to large scale use is necessary to meet the sustanaible goals sets by the UN. Our team presents a toolkit for Electro-Genetics -the control and monitoring of gene expression through electricity- composed of custom open source hardware and genetic constructs. Our genetic constructs fall into 3 categories: The input (transducing an electrical signal into a bio-chemical one), The processor (performing computing and logical operation using traditional tools of synthetic biology), and the output (Translating the results of the computation into an electronically readable signals). |
To extend the capacity of the input systems, we performed a screening experiment where more than 500 promoters of E. coli (out of the 2000 in the E. coli Pomoter collection [5]) were screened though our custom made suite of Hardware and software for their ability to respond (hence to be be controlled by) electrical signals. Under the 2 electrical shock conditions tested, our screening experiment yielded 19 Electrically responsive promoters with both inducible and repressible dynamics. Our result shed light on completely unexplored routes to control gene expression using electricity while opening up broad questions about the relationship between electricity and gene regulation in E. coli. This experiment validates our pipeline for the screening of electrically responsive promoters, and we expect more of these to be discovered if screened using other types of electrical signals and if applied to the entire promoter collection. |
Materials and methods |
The E. coli Promoter collection [5] is delivered in 21 separate 96 well plates. Each well contains a strain stored in glycerol with a different promoter upstream of a Green Fluorecent Protein(GFP) coding sequence. We used our custom 96 Well Plate Replicator to replicate the plates AZ_01 to AZ_05 of the promoter collection (a complete list of the library as well as the content of individual wells can be found here). We also prepared a plate with curated candidate promoters known to be implicated in the stress response, Redox sensing, Amino Acid synthesis and Ion Channel production in E. coli. Cells were grown overnight in M9 minimal media (0.4% Glucose, no amino acids). this media was used to limit intefering substances found in rich media. In the morning the cells were diluted 1:100 in 96well plates with fresh media We based our chosen electroshock amplitudes on those of a precedent paper [13] which produced different dynamics of membrane potential changes. 1 volt showed a strong un-sustained hyperpolarisation of the membrane, while 3 volts produced a less strong, sustained hyperpolarisation of the membrane. Initial ScreeningWe used the High throughput Electro Actuator (HTEA) in conjunction with the AC Dispatcher (ACD) and the Electro Planner to shock the bacteria with AC current in 3 different conditions:
|
High throughput Electro Actuator (HTEA)
After exposure to AC, cells from the 3 condition were left to grow for 2 hours before measuring GFP expression with a Flow cytometer. For each well, we looked at the mean fluorescence of the cells, compared the expression of each electrical shock condition (B & C) to the control condition (A), and measured the fold change in fluorescence. |
We discarded wells where fold change was found in between 0.6 and 1.4 as we considered these less significant. This fold change threshold yielded 31 promoters with significant fold change. |
Schematics of the Screening Experiment
To verify the ability of these promoters to respond to electrical signals as well as to characterise their activity, the previous 31 candidates were grown overnight in triplicates in a single 96-well plate in M9 minimal media (0.4% Glucose, no amino acids). Cells were diluted 1:100 in 96-well plates with fresh media. We repeated the 3 conditions used in the previous experiment and added 2 new conditions:
|
After exposure to AC , cells from conditions A, B and C, were left to grow for 2 hours before measuring GFP expression for all conditions with a Flow cytometer. We used 2 different selection methods to validate positive electrical response of promoters: A first selection was established for promoters which passed a certain threshold of expression (fold change < 0.8 and fold change > 1.2) in all triplicates.
In a second selection, the mean fluorescence of the triplicates was measured and filtered through the same threshold values to be validated as positive results. This screening approach yielded 8 promoters with inducible activity and 11 promoters with repressive activity. A complete list of these promoters can be found in our Part Collection |
Results |
The following heatmaps show the fold change of GFP expression for each plates relative to their respective control. By hovering the mouse over the interactive plot, the reader can obtain the specific values of fold change. The first screening experiment yielded 31 candidates from a total of 545 promoter screened across 2 conditions.
Table 1 lists the 31 promoters that were identified in the preliminary screening. Data from plate AZ_05, condition B (1 volt, 5 seconds shock) were corrupted and could not be analysed. For the AZ_05 plate, data from condition C were collected the next day with the plate left in a -4*C freezer overnight. Promoters identified in this plate were discarded from the part collection as we esteemed these results too unreliable.
Out of these 31 candidates, 7 appeared in both screening conditions, 12 appeared in only one and 13 appeared in the single analysed condition for the AZ_05 plate.
Use the following interface to navigate our results:Plate number | Well | Name | Description | Appeared in B | Appeared in C | Effect | |
---|---|---|---|---|---|---|---|
1 | AZ_01 | B6 | cueO | conserved protein, cupredoxin-like | + | + | Induction |
2 | AZ_01 | F2 | aroF | 3-deoxy-D-arabinoheptulosonate-7-phosphate synthase (DAHP synthetase), tyrosine repressible | + | + | Induction |
3 | AZ_01 | F3 | U66 | promoterless strain | + | + | Induction |
4 | AZ_01 | F12 | malE | ABC superfamily (peri_bind) maltose transport protein, substrate recognition for transport and chemotaxis (2nd module) | + | + | Induction |
5 | AZ_01 | H4 | glcB | malate synthase G | + | - | Induction |
6 | AZ_01 | E9 | prmB | putative methyltransferase (2nd module) | - | + | Induction |
7 | AZ_02 | B11 | yacH | putative membrane protein (3rd module) | + | - | Induction |
8 | AZ_02 | C5 | gltA | citrate synthase | + | + | Induction |
9 | AZ_02 | H11 | fumB | fumarase B (fumarate hydratase class I), anaerobic isozyme (1st module) | + | + | Induction |
10 | AZ_03 | C4 | yhfK | hypothetical protein | + | + | Induction |
11 | AZ_03 | G3 | cbdA | putative third cytochrome oxidase, subunit I | - | + | Induction |
12 | AZ_04 | B7 | ygiP | putative transcriptional regulator (LysR family) | + | - | Induction |
13 | AZ_04 | B10 | zraP | zinc homeostasis protein | + | - | Induction |
14 | AZ_04 | C10 | U139 | promoterless strain | + | - | Induction |
15 | AZ_04 | G7 | prlC | oligopeptidase A, (1st module) | + | - | Induction |
16 | AZ_04 | F3 | U66 | promoterless strain | - | + | Induction |
17 | AZ_05 | H4 | yibL | conserved protein | NULL | + | Induction |
18 | AZ_05 | D5 | yqeI | conserved protein | NULL | + | Induction |
19 | AZ_05 | G12 | b1998 | CP4-44 prophage; putative outer membrane protein | NULL | + | Induction |
20 | AZ_05 | H3 | crl | transcriptional regulator of cryptic genes for curli formation and fibronectin binding | NULL | + | Induction |
21 | AZ_05 | D12 | smtA | S-adenosylmethionine-dependent methyltransferase (1st module) | NULL | + | Induction |
22 | AZ_05 | E6 | deoC | 2-deoxyribose-5-phosphate aldolase, NAD(P)-linked | NULL | + | Induction |
23 | AZ_05 | E12 | upp | uracil phosphoribosyltransferase | NULL | + | Induction |
24 | AZ_05 | F11 | guaA | multimodular GuaA: glutamine aminotransferase of GMP synthetase (1st module) | NULL | + | Induction |
25 | AZ_05 | D11 | gsk | inosine-guanosine kinase | NULL | + | Induction |
26 | AZ_05 | E1 | purM | phosphoribosylaminoimidazole synthetase (AIR synthetase) | NULL | + | Induction |
27 | AZ_05 | G2 | arpA | regulator of acetyl CoA synthetase | NULL | + | Induction |
28 | AZ_05 | H1 | lacZ | beta-galactosidase, lac operon | NULL | + | Induction |
29 | AZ_15 | C4 | yjcE | putative CPA1 family, sodium:hydrogen transport protein (1st module) | NULL | + | Induction |
30 | AZ_17 | F12 | cspI | Qin prophage; cold shock-like protein | NULL | + | Induction |
31 | AZ_07 | H12 | yhbO | putative intracellular proteinase with catalase domain | NULL | + | Induction |
The following heatmaps show the fold change of GFP expression for each plates relative to their respective control plate in the 4 experimental conditions. By hovering the mouse over the interactive plot, the reader can obtain the specific values of fold change.
The Filter 1 refers to the first selection described in the material & methods section where each of the 3 triplicates have to pass the threshold to be considered valid. The Filter 2 refers to the second selection described in the material & methods section where the mean fluorescence of the triplicate have to pass the threshold to be considered valid
Figure 2A shows heatmaps of the Fold Change of GFP expression for all screened promoters, accross the 4 conditions and applying the 2 filters mentioned. Figure 2B shows the relative fold change of GFP expression in all promoters passing our each filtering across all conditions
Figure 2A Heat map showing Fold Change GFP expression of all screened promoters
Figure 2B Fold Change GFP expression of filtered promoters
Table 2 lists the 19 promoters that passed our thresholds in one of the 2 filtering methods. Out of the 19 promoters, 4 appeared across all 4 conditions, 1 appeared in 3 condiction, 5 appeared in 2 conditions and 8 appeared in a single condition.
In all selected promoters, the effect of the electroshock is consistant accross all condition (if a promoter is repressed or induced in one condition, it is in all). We note 8 inducible promoters (with a fold change GFP fluorescence > 1.2 to their controls) and 11 repressible promtoers (with a fold change GFP fluorescence < 0.8 to their control)
Plate number | Well | Well in this experiment | Name | Description | Appeared in B | Appeared in C | Appeared in D | Appeared in E | Effect | |
---|---|---|---|---|---|---|---|---|---|---|
1 | AZ_01 | B6 | B1 | cueO | conserved protein, cupredoxin-like | + | + | + | + | induction |
2 | AZ_01 | F2 | C1 | aroF | 3-deoxy-D-arabinoheptulosonate-7-phosphate synthase (DAHP synthetase), tyrosine repressible | + | + | + | + | induction |
3 | AZ_01 | F3 | C2 | U66 | promoterless strain | NULL | - | NULL | NULL | repression |
4 | AZ_01 | H4 | F1 | glcB | malate synthase G | - | - | NULL | - | repression |
5 | AZ_01 | E9 | G3 | prmB | putative methyltransferase (2nd module) | NULL | NULL | + | + | induction |
6 | AZ_02 | C5 | A2 | gltA | citrate synthase | NULL | NULL | NULL | + | induction |
7 | AZ_02 | H11 | B2 | fumB | fumarase B (fumarate hydratase class I), anaerobic isozyme (1st module) | NULL | NULL | + | + | induction |
8 | AZ_03 | C4 | B3 | yhfK | hypothetical protein | NULL | NULL | - | NULL | repression |
9 | AZ_04 | B10 | E2 | zraP | zinc homeostasis protein | NULL | NULL | NULL | + | induction |
10 | AZ_04 | G7 | G2 | prlC | oligopeptidase A, (1st module) | NULL | NULL | NULL | + | repression |
11 | AZ_05 | F3 | H2 | U66 | promoterless strain | NULL | NULL | + | NULL | induction |
12 | AZ_05 | H3 | E3 | crl | transcriptional regulator of cryptic genes for curli formation and fibronectin binding | NULL | NULL | - | - | repression |
13 | AZ_05 | D12 | F3 | smtA | S-adenosylmethionine-dependent methyltransferase (1st module) | NULL | NULL | - | - | repression |
14 | AZ_05 | E6 | H3 | deoC | 2-deoxyribose-5-phosphate aldolase, NAD(P)-linked | NULL | NULL | - | NULL | repression |
15 | AZ_05 | E12 | A4 | upp | uracil phosphoribosyltransferase | NULL | NULL | NULL | + | induction |
16 | AZ_05 | D11 | D4 | gsk | inosine-guanosine kinase | NULL | NULL | - | - | repression |
17 | AZ_01 | F12 | E1 | ptsG | multimodular PtsG: PTS family enzyme IIC, glucose-specific (1st module) | - | - | - | - | repression |
18 | AZ_17 | F12 | A3 | cspI | Qin prophage; cold shock-like protein | NULL | NULL | + | + | repression |
19 | AZ_05 | F12 | E4 | purM | phosphoribosylaminoimidazole synthetase (AIR synthetase) | - | - | - | - | repression |
Future Work |
Our electronic screening test is high-throughput, but not exhaustive. More plates from the promoter library remain to be screened. Further electroshock conditions should be tested. For researchers or future iGEM teams interested in electrogenetics, we suggest reproducing this screening experiment, with, for example, different electroshock conditions or different species or for different purposes.
|
|
References |
1. Biquet-Bisquert, A. *et al.* (2021) ‘The Dynamic Ion Motive Force Powering the Bacterial Flagellar Motor’, *Frontiers in Microbiology*, 12, p. 659464. Available at: https://doi.org/10.3389/fmicb.2021.659464
2. Prindle, A. *et al.* (2015) ‘Ion channels enable electrical communication in bacterial communities’, *Nature*, 527(7576), pp. 59–63. Available at: (https://doi.org/10.1038/nature15709
4. Stratford, J.P. *et al.* (2019) ‘Electrically induced bacterial membrane-potential dynamics correspond to cellular proliferation capacity’, *Proceedings of the National Academy of Sciences*, 116(19), pp. 9552–9557. Available at: https://doi.org/10.1073/pnas.1901788116.
5. Zaslaver, Alon; Bren, Anat; Ronen, Michal; Itzkovitz, Shalev; Kikoin, Ilya; Shavit, Seagull; Liebermeister, Wolfram; Surette, Michael G; Alon, Uri (2006). A comprehensive library of fluorescent transcriptional reporters for Escherichia coli. , 3(8), 623–628. doi:10.1038/nmeth895
6. Buttress, J.A. et al. (2022) ‘A guide for membrane potential measurements in Gram-negative bacteria using voltage-sensitive dyes’, Microbiology, 168(9). Available at: https://doi.org/10.1099/mic.0.001227.
7. Lawrence, J. M., Yin, Y., Bombelli, P. et al. Synthetic biology and bioelectrochemical tools for electrogenetic system engineering, Sc. Adv. (2022). DOI: 10. 1126/sciadv.abm50
8. François, J. M., Lachaux, C., & Morin, N. (2020). Synthetic Biology Applied to Carbon Conservative and Carbon Dioxide Recycling Pathways. Frontiers in Bioengineering and Biotechnology, 7. doi:10.3389/fbioe.2019.00446