Screening for electrically active promoters

Abstract

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 Screening

We 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:

  • Condition A is a negative control where cells were grown without electrical shock exposure.
  • Condition B cells were exposed to an AC current of 1 volt, 100HZ, sine wave for 5seconds.
  • Condition C cells were exposed to an AC current of 3 volts, 100HZ, sine wave for 20seconds.
Responsive image

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.



Responsive image

Schematics of the Screening Experiment



Screening Validation and Characterisation

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:

  • Condition B cells were exposed to an AC current of 1 volt, 100HZ, sine wave for 5seconds.
  • Condition C cells were exposed to an AC current of 3 volts, 100HZ, sine wave for 20seconds.
  • Condition D cells were exposed to an AC current of 1 volt, 100HZ, sine wave for 5 seconds every 15 minutes for 2 hours (cells were put back in the incubator in-between the shocks).
  • Condition E cells were exposed to an AC current of 3 volts, 100HZ, sine wave for 20 seconds every 15 minutes for 2 hours (cells were put back in the incubator in-between the shocks).

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

Initial Screening

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:


Table1: Initial screening 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

Screening Validation and Characterisation

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)

Table 2: Screening Validation Results

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

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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.

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