Difference between revisions of "Part:BBa K2918046"

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(References)
 
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===Usage and Biology===
 
===Usage and Biology===
A Incoherent feed-forward loop (iFFL) is a unique control systems motif where the output signal is robust to changes in the input signal. This is achieved by the introduction of a repressor.  
+
An incoherent feed-forward loop (iFFL) is a unique control systems motif where the output signal is robust to changes in the input signal. This is achieved by the introduction of a repressor (as shown in Figure 1).  
  
 
<div><ul>  
 
<div><ul>  
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</center>
 
</center>
 
     </ul></div>
 
     </ul></div>
iFFL can be applied to genetic circuits to achieve expression independent from copy number, transcriptional and translational rates. To implement the iFFL in a genetic circuit, <html><a href="https://parts.igem.org/Part:BBa_K2918008/">TALE </a></html> proteins can be used. These proteins consist of repeats where 12th and 13th amino acids can vary, these are called the repeat variable diresidue (RVD). RVDs have been shown to bind to DNA in a simple one-to-one binding code <html><a href="#Segall2018">(Segall-Shapiro et al., 2018)</a></html>. The direct correspondence between amino acids allows scientists to engineer these repeat regions to target any sequence they want. In our system, we used the TALE protein as a repressor by engineering promoters to contain the binding site of this specific TALE protein (<html><a href="https://parts.igem.org/Part:BBa_K2918009/">0.1 T7sp1 promoter</a></html>, <html><a href="https://parts.igem.org/Part:BBa_K2918010">0.5 T7sp1 promoter</a></html> and <html><a href="https://parts.igem.org/Part:BBa_K2918011">P<sub>BHR</sub>sp1 promoter</a></html>). <br> In our genetic circuit, a unrepressed promoter controls the expression of TALE protein while the promoters with the TALE binding sites drive expression of GFP. <br><br>
+
iFFL can be applied to genetic circuits to achieve expression independent from copy number, transcriptional and translational rates. To implement the iFFL in a genetic circuit, TALE proteins can be used. These proteins consist of repeats where 12th and 13th amino acids can vary, these are called the repeat variable diresidue (RVD). RVDs have been shown to bind to DNA in a simple one-to-one binding code <html><a href="#Segall2018">(Segall-Shapiro et al., 2018)</a></html>. The direct correspondence between amino acids allows scientists to engineer these repeat regions to target any sequence they want. In our system, we used the TALE protein as a repressor by engineering promoters to contain the binding site of this specific TALE protein (<html><a href="<html><a href="https://parts.igem.org/Part:BBa_K2918010">Medium T7sp1 promoter</a></html> and <html><a href="https://parts.igem.org/Part:BBa_K2918011">P<sub>BHR</sub>sp1 promoter</a></html>). <br> In our genetic circuit, a unrepressed promoter controls the expression of TALE protein while the promoters with the TALE binding sites drive expression of GFP. <br><br>
  
 
<div><ul>  
 
<div><ul>  
 
<center>
 
<center>
   <li style="display: inline-block;"> [[File:T--TUDelft--taleparts.png|thumb|none|550px|<b>Figure 2:</b> Overview of how the TALE proteins represses GFP]] </li>
+
   <li style="display: inline-block;"> [[File:T--TUDelft--taleparts.png|thumb|none|550px|<b>Figure 2:</b> Overview of how the TALE protein represses GFP]] </li>
 
</center>
 
</center>
 
     </ul></div>
 
     </ul></div>
  
When transcriptional units are placed in series, due to low effieciency of terminators, leaky expression of the gene in the neighbouring transcriptonal unit can occur. This has been predicted by our <html><body><a href="https://2019.igem.org/Team:TUDelft/Model"> model </a></body></html> to significantly influences the behavior of the iFFL genetic circuit. Hence, the transcriptional units in the circuit are oriented outward to achieve insulation from influence of the neighboring transcriptional unit.  
+
When transcriptional units are placed in series, due to low efficiency of terminators, leaky expression of the gene in the neighbouring transcriptional unit can occur. This has been predicted by our <html><body><a target="_blank" href="https://2019.igem.org/Team:TUDelft/Model">model</a></body></html> to significantly influences the behavior of the iFFL genetic circuit. Hence, the transcriptional units in the circuit are oriented outward (as shown in Figure 2) to achieve insulation from influence of the neighboring transcriptional unit.  
  
An interesting application of the iFFL is to achieve controllable gene expression across different bacterial species. Gene expression in different bacterial contexts is influenced by changes in copy number, transcriptional and translational rates.  Gene expression independent of transcrioptional rates has been demonstrated below. Stable gene expression can be attained if the ratios of transcriptional rates of GFP and repressor are constant. Transcriptional rates can be tuned using orthogonal T7 promoter and its variants (<html><a href="https://parts.igem.org/Part:BBa_K2918053">T7 promoter</a></html>, <html><a href="https://parts.igem.org/Part:BBa_K2918005">0.5 T7 promoter</a></html>,<html><a href="https://parts.igem.org/Part:BBa_K2918006">0.1 T7 promoter</a></html>, <html><a href="https://parts.igem.org/Part:BBa_K2918009">0.5 T7sp1 promoter</a></html> and <html><a href="https://parts.igem.org/Part:BBa_K2918010">T7sp1 promoter</a></html> ).
+
An interesting application of the iFFL is to achieve controllable gene expression across different bacterial species. Gene expression in different bacterial contexts is influenced by changes in copy number, transcriptional and translational rates.  Gene expression independent of transcriptional rates has been demonstrated below. Stable gene expression can be attained if the ratios of transcriptional rates of GFP and repressor are constant. Transcriptional rates can be tuned using orthogonal T7 promoter and its variants (<html><a href="https://parts.igem.org/Part:BBa_K2918053">T7 promoter</a></html>, <html><a href="https://parts.igem.org/Part:BBa_K2918005">Weak T7 promoter</a></html>,<html><a href="https://parts.igem.org/Part:BBa_K2918006">Medium T7 promoter</a></html>, <html><a href="https://parts.igem.org/Part:BBa_K2918009">Medium T7sp1 promoter</a></html> and <html><a href="https://parts.igem.org/Part:BBa_K2918010">T7sp1 promoter</a></html>).
  
 
===Strain Construction===
 
===Strain Construction===
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<b>Note: The basic parts sequences of the Sci-Phi 29 collection in the registry contain only the part sequence and therefore contain no overhangs or restriction sites. For synthesizing MoClo compatible parts, refer to table 2. The complete sequence of our parts including backbone can be found <html><a href="http://2019.igem.org/Team:TUDelft/Experiments" target="_blank">here</a>.</html></b>
+
<b>Note: The basic parts sequences of the Sci-Phi 29 collection in the registry contain only the part sequence and therefore contain no overhangs or restriction sites. For synthesizing MoClo compatible parts, refer to table 2.</b>
  
  
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===Characterization===
 
===Characterization===
<p> According to our <html><body><a href="https://2019.igem.org/Team:TUDelft/Model">model</a></body></html>, the genetic implementation of the iFFL loop yields the same gene of interest (GOI) expression levels when the transcription rate of both genes (TALE and GOI) is changed in the same ratio as can be seen in figure 3. </p>
+
<p> According to our <html><body><a href="https://2019.igem.org/Team:TUDelft/Model">model,</a></body></html>the genetic implementation of the iFFL loop yields the same gene of interest (GOI) expression levels when the transcription rate of both genes (TALE and GOI) are changed in the same ratio as can be seen in Figure 3. </p>
 
<div><ul>  
 
<div><ul>  
 
<center>
 
<center>
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     </ul></div>
 
     </ul></div>
  
<p> Different transcriptional rates can be achieved by using T7 promoter and its variants <html><a href="#Komura2018">(Komura et al., 2018)</a></html>. To demonstrate stable gene expression (GFP), iFFL loops were constructed using two T7 promoter variants and the corresponding promoters with TALEsp1 binding sites. Two circuits were constructed, one where TALE and GFP are expressed with wild-type T7 and T7sp1 promoters (T7 promoter based iFFL) respectively and the other where the two genes are expressed by medium T7 and medium T7sp1 promoters respectively <html><body><a href="https://parts.igem.org/Part:BBa_K2918048">(medium T7 promoter based iFFL)</a></body></html>.</p>
+
<p> Different transcriptional rates can be achieved by using T7 promoter and its variants <html><a href="#komura2018">(Komura et al., 2018)</a></html>. To demonstrate stable gene expression (GFP), iFFL loops were constructed using two T7 promoter variants and the corresponding promoters with TALEsp1 binding sites. Two circuits were constructed, one where TALE and GFP are expressed with wild-type T7 and T7sp1 promoters (T7 promoter based iFFL) respectively and the other where the two genes are expressed by medium T7 and medium T7sp1 promoters respectively <html><body><a href="https://parts.igem.org/Part:BBa_K2918048">(medium T7 promoter based iFFL)</a></body></html>.</p>
  
<p> During initial verification of the iFFL loop, uncontrolled iFFL (i.e GFP was expressed with a promoter not containing the TALEsp1 binding site) was used as control. Unexpectedly, low fluorescence was observed for this control. From flow cytometry results (figure 4) it was seen that the cells containing the uncontrolled iFFL system were smaller in size and had different cell morphology (region R1) compared to <i>E.coli</i> cells without any plasmid (region R0). This suggests that over expression of TALE and GFP could be burdensome to the cells and thus resulting in low fluorescence output. Hence, for further data analysis, GFP expressed from T7<sub>sp1</sub> were used as a control and <i> E.coli</i> BL21 DE (3) were used to correct for background fluorescence. </p>
+
<p> During initial verification of the iFFL loop, unrepressed iFFL (i.e GFP was expressed with a promoter not containing the TALEsp1 binding site) was used as control. Unexpectedly, low fluorescence was observed for this control. From flow cytometry results (Figure 4) it was seen that the cells containing the unrepressed iFFL system were smaller in size and had different cell morphology (region R1) than <i>E. coli</i> cells without any plasmid (region R0) and therefore can not be compared to each other. The difference in cell morphology suggests that over expression of TALE and GFP could be burdensome to the cells. Hence, for further data analysis, GFP expressed from T7<sub>sp1</sub> was used as a control. <i> E. coli BL21(DE3)</i> were used to correct for background fluorescence. </p>
  
 
<div><ul>  
 
<div><ul>  
 
<center>
 
<center>
   <li style="display: inline-block;"> [[File:T--TUDelft--ScatterPromoterVarianceBOI.png|thumb|none|550px|<b>Figure 4:</b> Scatter plot of forward (FSC) and side (SSC) scatter of <i>E. coli</i> and the uncontrolled iFFL system. R0 is the densest region of <i>E. coli</i> and R1 the densest region of the uncontrolled TALE system ]] </li>
+
   <li style="display: inline-block;"> [[File:T--TUDelft--ScatterPromoterVarianceBOI.png|thumb|none|550px|<b>Figure 4:</b> Scatter plot of forward (FSC) and side (SSC) scatter of <i>E. coli</i> and the unrepressed iFFL system. R0 is the densest region of <i>E. coli</i> and R1 the densest region of the unrepressed TALE system ]] </li>
 
</center>
 
</center>
 
     </ul></div>
 
     </ul></div>
  
<p>The scatter plot in figure 5 was used to gate the most dense cell regions of the blank and the same gating was considered to obtain the fluorescence values depicted in figure 6. Cells of similar forward and side scatter were compared. </p>
+
<p>The scatter plot in Figure 5 was used to gate the most dense cell regions of the blank and the same gating was considered to obtain the fluorescence values depicted in Figure 6. Cells of similar forward and side scatter were compared. </p>
  
 
<div><ul>  
 
<div><ul>  
 
<center>
 
<center>
 
<li style="display: inline-block;"> [[File:T--TUDelft--TALEpromotervarscatter.png|thumb|none|550px|<b>Figure 5:</b>  
 
<li style="display: inline-block;"> [[File:T--TUDelft--TALEpromotervarscatter.png|thumb|none|550px|<b>Figure 5:</b>  
Scatter plot of forward and side scatter of <i>E. coli</i> BL21 DE(3) cells without a plasmid. The region selected is the gating we considered to obtain the values depicted in figure 6. ]] </li>
+
Scatter plot of forward and side scatter of <i>E. coli BL21(DE3)</i> cells without a plasmid. The region selected is the gating we considered to obtain the values depicted in Figure 6. ]] </li>
 
</center>
 
</center>
 
     </ul></div>
 
     </ul></div>
  
Gating was performed on the data in the fluorescence histogram (figure 6) to discern between fluorescent and non-fluorescent cells.
+
Gating was performed on the data in the fluorescence histogram (Figure 6) to discern between fluorescent and non-fluorescent cells.
  
 
<div><ul>  
 
<div><ul>  
 
<center>
 
<center>
   <li style="display: inline-block;"> [[File:T--TUDelft--PromoterVariations.png|thumb|none|550px|<b>Figure 6:</b> Raw fluorescence values of <i>E. coli </i> BL21 DE(3) cells without a plasmid (black), uncontrolled iFFL (grey), medium T7 based iFFL system (blue), T7 based iFFL system (purple) and control (Green)  ]] </li>
+
   <li style="display: inline-block;"> [[File:T--TUDelft--TALEpromotervarfluorescence.png|thumb|none|550px|<b>Figure 6:</b> Raw fluorescence values of <i>E. coli </i> BL21(DE3) cells without a plasmid (black), unrepressed iFFL (grey), medium T7 based iFFL system (blue), T7 based iFFL system (purple) and control (Green)  ]] </li>
 
</center>
 
</center>
 
     </ul></div>
 
     </ul></div>
  
 
+
<p> The median fluorescence for each sample from Figure 6 was plotted for comparison in Figure 7.</p>  
<li style="display: inline-block;"> [[File:T--TUDelft--TALEpromotervarscatter.png|thumb|none|550px|<b>Figure 6:</b> Raw fluorescence values of <i>E. coli </i> BL21 DE(3) cells without a plasmid (black). Grey is TALE system without binding site for TALE in promoter controlling GFP. Blue is the medium T7 system and purple is the T7 system. Green is GFP controlled by T7 without any TALE expressed.  ]] </li>
+
</center>
+
    </ul></div>
+
Raw fluorescence data. The curves represent fluorescence values of E.coli BL21 DE(3) cells (black), clones with GFP expressed from T7promoter (pink) and clones with GFP expressed from PBHR (blue).
+
 
+
 
+
In the measurement, <i>E. coli BL21</i> cells without a plasmid were used as a reference for background fluorescence. As a control, <html><body><a href="https://parts.igem.org/Part:BBa_K2918037"> harmonized eGFP </a></body></html> driven by the same promoter and RBS was used. The gating for flow cytometry was determined by eye by selecting the densest region of  <i>E. coli TOP10</i>. Furthermore, the fluorescence histogram was gated to discern between cells that were 'on' and 'off', as in expressing fluorescence or not. Only cells of similar forward and side scatter were compared.  The median fluorescence intensity of the blank is subtracted from the fluorescence intensity of the samples to correct for autofluorescence. In figure 6 we plot the corrected fluorescence of the samples. Figures 7 and 8 show the gating and the fluorescence histogram of each sample for the negative control. Figures 9 and 10 show the same but for our optimized stabilized iFFL systems. </p>
+
  
 
<div><ul>  
 
<div><ul>  
 
<center>
 
<center>
   <li style="display: inline-block;"> [[File:T--TUDelft--PromoterVariations.png|thumb|none|550px|<b>Figure 6</b>: Steady-state GFP fluorescence measurement of promoter variation using FACS. The graph depicts T7 and 0.5 T7 iFFL systems, expected to give the same fluorescence according to the model. As a control, GFP under control of an unrepressed T7 promoter was used.]] </li>
+
   <li style="display: inline-block;"> [[File:T--TUDelft--PromoterVariations.png|thumb|none|550px|<b>Figure 7</b>: GFP fluorescence measured during logarithmic growth phase. Median fluorescence values derived from Figure 6 corrected for background fluorescence.]] </li>
 
</center>
 
</center>
 
     </ul></div>
 
     </ul></div>
 +
<p> Figure 7 shows GFP expression levels (measured during logarithmic growth phase) of T7 based iFFL and medium T7 based iFFL.
 +
Despite change in transcriptional rates, similar GFP expression is observed. </p>
  
<p>Figure 6 shows that our T7 based TALE system results in the same expression when both promoters are changed to their medium version. We expected the unrepressed T7 system to have higher expression similarly to the GFP under control of T7 without TALE expressed. However, as shown in figure 6 this is not the case. Although, when comparing the scatter plots of both <i>E. coli</i> TOP10 and the unrepressed T7 system we can see there is a clear difference in forward scatter (FSC) and side scatter (FSC) (figure 9), we believe the overexpression of both proteins significantly affects cell morphology and thus can't be properly compared to the other samples. </p>
+
===Conclusion===
<br> <br>
+
  
<div><ul>
+
<p> Results above indicate successful implementation of the iFFL system to insulate from transcriptional variations. Transcriptional variations were achieved by using T7 promoters of different strengths. Despite changing promoters, the same GFP expression is observed this is because the ratio of transcriptional rates (promoter strengths) of TALE and GFP are similar in both the T7 based iFFL and medium T7 based iFFL. </p>
<center>
+
<p> Therefore, the application of the iFFL system can be extended for stable gene expression across different bacterial species as promoter strengths are dependent on bacterial context. The use of this iFFL system can circumvents the need to characterize promoters per bacterial species. </p>
  <li style="display: inline-block;"> [[File:T--TUDelft--TALEpromotervarfluorescence.png|thumb|none|550px|<b>Figure 7:</b> Scatter plot of forward and side scatter of <i>E. coli</i> TOP10 cells without a plasmid. The region selected is the gating we considered to obtain the values depicted in figure 6. ]] </li>
+
</center>
+
    </ul></div>
+
 
+
<div><ul>
+
<center>
+
  
 
===References===
 
===References===
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<ul>
 
<ul>
 
<li>
 
<li>
<a id="Lou2012" href="https://www.nature.com/articles/nbt.2401" target="_blank">
+
<a id="Doyle2013" href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0082120" target="_blank">
Lou, C., Stanton, B., Chen, Y.-J., Munsky, B., & Voigt, C. A. (2012). Ribozyme-based insulator parts buffer synthetic circuits from genetic context. <i>Nature Biotechnology</i>, 30(11), 1137–1142.</a>
+
Doyle, E. L., Hummel, A. W., Demorest, Z. L., Starker, C. G., Voytas, D. F., Bradley, P., & Bogdanove, A. J. (2013). TAL Effector Specificity for base 0 of the DNA Target Is Altered in a Complex, Effector- and Assay-Dependent Manner by Substitutions for the Tryptophan in Cryptic Repeat –1. <i>PLoS ONE</i>, 8(12).</a>
 
</li>
 
</li>
 +
<li>
 +
<a id="Segall2018" href="https://www.nature.com/articles/nbt.4111" target="_blank">
 +
Segall-Shapiro, T. H., Sontag, E. D., & Voigt, C. A. (2018). Engineered promoters enable constant gene expression at any copy number in bacteria. <i>Nature Biotechnology</i>, 36(4), 352–358.</a>
 +
</li>
 +
<li>
 +
<a target="_blank" id="komura2018" href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0196905">Komura, R., Aoki, W., Motone, K., Satomura, A., & Ueda, M. (2018). High-throughput evaluation of T7 promoter variants using biased randomization and DNA barcoding. Plos One, 13(5). doi: 10.1371/journal.pone.019690</a></li>
 +
 
</ul>
 
</ul>
 
</html>
 
</html>

Latest revision as of 19:42, 6 December 2019

T7 promoter based iFFL

Genetic implementation of an incoherent feed forward loop (iFFL) in which a stabilized T7 promoter is controlling GFP expression.

Sequence and Features


Assembly Compatibility:
  • 10
    INCOMPATIBLE WITH RFC[10]
    Illegal PstI site found at 283
    Illegal PstI site found at 2538
  • 12
    INCOMPATIBLE WITH RFC[12]
    Illegal PstI site found at 283
    Illegal PstI site found at 2538
  • 21
    INCOMPATIBLE WITH RFC[21]
    Illegal XhoI site found at 250
    Illegal XhoI site found at 3335
  • 23
    INCOMPATIBLE WITH RFC[23]
    Illegal PstI site found at 283
    Illegal PstI site found at 2538
  • 25
    INCOMPATIBLE WITH RFC[25]
    Illegal PstI site found at 283
    Illegal PstI site found at 2538
    Illegal AgeI site found at 1277
  • 1000
    COMPATIBLE WITH RFC[1000]

The two transcriptional units in this composite part are oriented outwards.

Usage and Biology

An incoherent feed-forward loop (iFFL) is a unique control systems motif where the output signal is robust to changes in the input signal. This is achieved by the introduction of a repressor (as shown in Figure 1).

  • Figure 1: Overview of incoherent feed-forward loop

iFFL can be applied to genetic circuits to achieve expression independent from copy number, transcriptional and translational rates. To implement the iFFL in a genetic circuit, TALE proteins can be used. These proteins consist of repeats where 12th and 13th amino acids can vary, these are called the repeat variable diresidue (RVD). RVDs have been shown to bind to DNA in a simple one-to-one binding code (Segall-Shapiro et al., 2018). The direct correspondence between amino acids allows scientists to engineer these repeat regions to target any sequence they want. In our system, we used the TALE protein as a repressor by engineering promoters to contain the binding site of this specific TALE protein (Medium T7sp1 promoterPBHRsp1 promoter).
In our genetic circuit, a unrepressed promoter controls the expression of TALE protein while the promoters with the TALE binding sites drive expression of GFP.

  • Figure 2: Overview of how the TALE protein represses GFP

When transcriptional units are placed in series, due to low efficiency of terminators, leaky expression of the gene in the neighbouring transcriptional unit can occur. This has been predicted by our model to significantly influences the behavior of the iFFL genetic circuit. Hence, the transcriptional units in the circuit are oriented outward (as shown in Figure 2) to achieve insulation from influence of the neighboring transcriptional unit.

An interesting application of the iFFL is to achieve controllable gene expression across different bacterial species. Gene expression in different bacterial contexts is influenced by changes in copy number, transcriptional and translational rates. Gene expression independent of transcriptional rates has been demonstrated below. Stable gene expression can be attained if the ratios of transcriptional rates of GFP and repressor are constant. Transcriptional rates can be tuned using orthogonal T7 promoter and its variants (T7 promoter, Weak T7 promoter,Medium T7 promoter, Medium T7sp1 promoter and T7sp1 promoter).

Strain Construction

The construct was assembled by golden gate assembly based modular cloning system. First, the individual transcriptional units were cloned into level 1 destination vectors pICH47761 and pICH47822 by BpiI based golden gate assembly. The multi-transcriptional unit construct was assembled by a BsaI based golden gate. The assembly was a one-pot restriction-ligation reaction where the individual level 1 constructs were added along with the destination vector pICH48055. The correct clone was distinguished by blue-white screening and the construct was confirmed by sequencing. The cloning protocol can be found in the MoClo section below.

Modular Cloning

Modular Cloning (MoClo) is a system which allows for efficient one pot assembly of multiple DNA fragments. The MoClo system consists of Type IIS restriction enzymes that cleave DNA 4 to 8 base pairs away from the recognition sites. Cleavage outside of the recognition site allows for customization of the overhangs generated. The MoClo system is hierarchical. First, basic parts (promoters, UTRs, CDS and terminators) are assembled in level 0 plasmids in the kit. In a single reaction, the individual parts can be assembled into vectors containing transcriptional units (level 1). Furthermore, MoClo allows for directional assembly of multiple transcriptional units. Successful assembly of constructs using MoClo can be confirmed by visual readouts (blue/white or red/white screening). For the protocol, you can find it here.


Note: The basic parts sequences of the Sci-Phi 29 collection in the registry contain only the part sequence and therefore contain no overhangs or restriction sites. For synthesizing MoClo compatible parts, refer to table 2.


Table 1: Overview of different level in MoClo

Level Basic/Composite Type Enzyme
Level 0 Basic Promoters, 5’ UTR, CDS and terminators BpiI
Level 1 Composite Transcriptional units BsaI
Level 2/M/P Composite Multiple transcriptional units BpiI

For synthesizing basic parts, the part of interest should be flanked by a BpiI site and its specific type overhang. These parts can then be cloned into the respective level 0 MoClo parts. For level 1, where individual transcriptional units are cloned, the overhangs come from the backbone you choose. The restriction sites for level 1 are BsaI. However, any type IIS restriction enzyme could be used.


Table 2: Type specific overhangs and backbones for MoClo. Green indicates the restriction enzyme recognition site. Blue indicates the specific overhangs for the basic parts

Basic Part Sequence 5' End Sequence 3' End Level 0 backbone
Promoter NNNN GAAGAC NN GGAG TACT NN GTCTTC NNNN pICH41233
5’ UTR NNNN GAAGAC NN TACT AATG NN GTCTTC NNNN pICH41246
CDS NNNN GAAGAC NN AATG GCTT NN GTCTTC NNNN pICH41308
Terminator NNNN GAAGAC NN GCTT CGCT NN GTCTTC NNNN pICH41276

Characterization

According to our model,the genetic implementation of the iFFL loop yields the same gene of interest (GOI) expression levels when the transcription rate of both genes (TALE and GOI) are changed in the same ratio as can be seen in Figure 3.

  • Figure 3: Steady-state GFP production while transcription rates of both TALE and GOI are changed. The lines indicate constant ratio of transcription rates

Different transcriptional rates can be achieved by using T7 promoter and its variants (Komura et al., 2018). To demonstrate stable gene expression (GFP), iFFL loops were constructed using two T7 promoter variants and the corresponding promoters with TALEsp1 binding sites. Two circuits were constructed, one where TALE and GFP are expressed with wild-type T7 and T7sp1 promoters (T7 promoter based iFFL) respectively and the other where the two genes are expressed by medium T7 and medium T7sp1 promoters respectively (medium T7 promoter based iFFL).

During initial verification of the iFFL loop, unrepressed iFFL (i.e GFP was expressed with a promoter not containing the TALEsp1 binding site) was used as control. Unexpectedly, low fluorescence was observed for this control. From flow cytometry results (Figure 4) it was seen that the cells containing the unrepressed iFFL system were smaller in size and had different cell morphology (region R1) than E. coli cells without any plasmid (region R0) and therefore can not be compared to each other. The difference in cell morphology suggests that over expression of TALE and GFP could be burdensome to the cells. Hence, for further data analysis, GFP expressed from T7sp1 was used as a control. E. coli BL21(DE3) were used to correct for background fluorescence.

  • Figure 4: Scatter plot of forward (FSC) and side (SSC) scatter of E. coli and the unrepressed iFFL system. R0 is the densest region of E. coli and R1 the densest region of the unrepressed TALE system

The scatter plot in Figure 5 was used to gate the most dense cell regions of the blank and the same gating was considered to obtain the fluorescence values depicted in Figure 6. Cells of similar forward and side scatter were compared.

  • Figure 5: Scatter plot of forward and side scatter of E. coli BL21(DE3) cells without a plasmid. The region selected is the gating we considered to obtain the values depicted in Figure 6.

Gating was performed on the data in the fluorescence histogram (Figure 6) to discern between fluorescent and non-fluorescent cells.

  • Figure 6: Raw fluorescence values of E. coli BL21(DE3) cells without a plasmid (black), unrepressed iFFL (grey), medium T7 based iFFL system (blue), T7 based iFFL system (purple) and control (Green)

The median fluorescence for each sample from Figure 6 was plotted for comparison in Figure 7.

  • Figure 7: GFP fluorescence measured during logarithmic growth phase. Median fluorescence values derived from Figure 6 corrected for background fluorescence.

Figure 7 shows GFP expression levels (measured during logarithmic growth phase) of T7 based iFFL and medium T7 based iFFL. Despite change in transcriptional rates, similar GFP expression is observed.

Conclusion

Results above indicate successful implementation of the iFFL system to insulate from transcriptional variations. Transcriptional variations were achieved by using T7 promoters of different strengths. Despite changing promoters, the same GFP expression is observed this is because the ratio of transcriptional rates (promoter strengths) of TALE and GFP are similar in both the T7 based iFFL and medium T7 based iFFL.

Therefore, the application of the iFFL system can be extended for stable gene expression across different bacterial species as promoter strengths are dependent on bacterial context. The use of this iFFL system can circumvents the need to characterize promoters per bacterial species.

References